From 9199fd5964e72f6ee35f973eb405731b5ebbae9b Mon Sep 17 00:00:00 2001
From: gaugau3000 <g.pialat@gmail.com>
Date: Thu, 28 Nov 2019 21:21:43 +0100
Subject: [PATCH 0001/1106] change doc into

---
 docs/index.md | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/docs/index.md b/docs/index.md
index 206d635c6..6d9951a67 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -12,8 +12,7 @@
 <!-- Place this tag where you want the button to render. -->
 <a class="github-button" href="https://github.com/freqtrade" data-size="large" aria-label="Follow @freqtrade on GitHub">Follow @freqtrade</a>
 ## Introduction
-Freqtrade is a cryptocurrency trading bot written in Python.
-
+Freqtrade is a crypto-currency algorithmic trading software develop in python (3.6+) supported on windows, macOs and Linux.
 !!! Danger "DISCLAIMER"
     This software is for educational purposes only. Do not risk money which you are afraid to lose. USE THE SOFTWARE AT YOUR OWN RISK. THE AUTHORS AND ALL AFFILIATES ASSUME NO RESPONSIBILITY FOR YOUR TRADING RESULTS.
 

From 0e9e6b34438105ebc1f8dafa657c32fed815525b Mon Sep 17 00:00:00 2001
From: gaugau3000 <g.pialat@gmail.com>
Date: Thu, 28 Nov 2019 21:22:40 +0100
Subject: [PATCH 0002/1106] refactor feature details doc

---
 docs/index.md | 19 +++++++------------
 1 file changed, 7 insertions(+), 12 deletions(-)

diff --git a/docs/index.md b/docs/index.md
index 6d9951a67..d5eb271d9 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -22,18 +22,13 @@ Freqtrade is a crypto-currency algorithmic trading software develop in python (3
 
 ## Features
 
- - Based on Python 3.6+: For botting on any operating system — Windows, macOS and Linux.
- - Persistence: Persistence is achieved through sqlite database.
- - Dry-run mode: Run the bot without playing money.
- - Backtesting: Run a simulation of your buy/sell strategy with historical data.
- - Strategy Optimization by machine learning: Use machine learning to optimize your buy/sell strategy parameters with real exchange data.
- - Edge position sizing: Calculate your win rate, risk reward ratio, the best stoploss and adjust your position size before taking a position for each specific market.
- - Whitelist crypto-currencies: Select which crypto-currency you want to trade or use dynamic whitelists based on market (pair) trade volume.
- - Blacklist crypto-currencies: Select which crypto-currency you want to avoid.
- - Manageable via Telegram or REST APi: Manage the bot with Telegram or via the builtin REST API.
- - Display profit/loss in fiat: Display your profit/loss in any of 33 fiat currencies supported.
- - Daily summary of profit/loss: Receive the daily summary of your profit/loss.
- - Performance status report: Receive the performance status of your current trades.
+ 1. Download markets datas : download historical datas of the exchange and the markets your may want to trade with. 
+ 2. Select markets : create your list or use an automatic one based on top traded volume (not available during backtesting). You can blacklist markets you don't want to trade.
+ 3. Backtest : Test your strategy on past datas (based on [ohcl](https://en.wikipedia.org/wiki/Open-high-low-close_chart) candles).
+ 4. Optimize : Find the best parameters for your strategy (use machine leaning)
+ 5. Run : Run the bot on exchange without playing money (dry-run) or with money (live).
+ 6. Run using edge (optionnal module) : the concept is to find the best historical [trade expectancy](https://www.freqtrade.io/en/latest/edge/#expectancy) by markets based on variation of the stop-loss and then allow/reject markets to trade (the sizing of the trade is based on a risk of a percentage of your capital)
+ 7. Control/Monitor/Analyse : use Telegram or a REST API (start/stop the bot, profit/loss, daily summary, current open trades results...). Futher analysis can be done as trades are saved (SQLite database)
 
 ## Requirements
 

From 58d70b2079638244b51d84fd297c0e5dd8a77213 Mon Sep 17 00:00:00 2001
From: gaugau3000 <g.pialat@gmail.com>
Date: Fri, 29 Nov 2019 09:35:13 +0100
Subject: [PATCH 0003/1106] doc explicit optimization feature

---
 docs/index.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/index.md b/docs/index.md
index d5eb271d9..5871479d9 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -25,7 +25,7 @@ Freqtrade is a crypto-currency algorithmic trading software develop in python (3
  1. Download markets datas : download historical datas of the exchange and the markets your may want to trade with. 
  2. Select markets : create your list or use an automatic one based on top traded volume (not available during backtesting). You can blacklist markets you don't want to trade.
  3. Backtest : Test your strategy on past datas (based on [ohcl](https://en.wikipedia.org/wiki/Open-high-low-close_chart) candles).
- 4. Optimize : Find the best parameters for your strategy (use machine leaning)
+ 4. Optimize : Find the best parameters for your strategy (use machining learning). You can optimize buy, sell, take profit and stop-loss.
  5. Run : Run the bot on exchange without playing money (dry-run) or with money (live).
  6. Run using edge (optionnal module) : the concept is to find the best historical [trade expectancy](https://www.freqtrade.io/en/latest/edge/#expectancy) by markets based on variation of the stop-loss and then allow/reject markets to trade (the sizing of the trade is based on a risk of a percentage of your capital)
  7. Control/Monitor/Analyse : use Telegram or a REST API (start/stop the bot, profit/loss, daily summary, current open trades results...). Futher analysis can be done as trades are saved (SQLite database)

From 5db883906af22eeb086174d1fcfae149f6978ed4 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 13 Dec 2019 06:52:33 +0100
Subject: [PATCH 0004/1106] Try to verify available amount on the exchange

---
 freqtrade/freqtradebot.py | 25 ++++++++++++++++++++++++-
 1 file changed, 24 insertions(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 0595e0d35..ac73f6d65 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -889,6 +889,27 @@ class FreqtradeBot:
         # TODO: figure out how to handle partially complete sell orders
         return False
 
+    def _safe_sell_amount(self, pair: str, amount: float) -> float:
+        """
+        Get sellable amount.
+        Should be trade.amount - but will fall back to the available amount if necessary.
+        This should cover cases where get_real_amount() was not able to update the amount
+        for whatever reason.
+        :param pair: pair - used for logging
+        :param amount: amount we expect to be available
+        :return: amount to sell
+        :raise: DependencyException: if available balance is not within 2% of the available amount.
+        """
+        wallet_amount = self.wallets.get_free(pair)
+        logger.info(f"Amounts: {wallet_amount} - {amount}")
+        if wallet_amount > amount:
+            return amount
+        elif wallet_amount > amount * 0.98:
+            logger.info(f"{pair} - Falling back to wallet-amount.")
+            return wallet_amount
+        else:
+            raise DependencyException("Not enough amount to sell.")
+
     def execute_sell(self, trade: Trade, limit: float, sell_reason: SellType) -> None:
         """
         Executes a limit sell for the given trade and limit
@@ -919,10 +940,12 @@ class FreqtradeBot:
             # Emergencysells (default to market!)
             ordertype = self.strategy.order_types.get("emergencysell", "market")
 
+        amount = self._safe_sell_amount(trade.pair, trade.amount)
+
         # Execute sell and update trade record
         order = self.exchange.sell(pair=str(trade.pair),
                                    ordertype=ordertype,
-                                   amount=trade.amount, rate=limit,
+                                   amount=amount, rate=limit,
                                    time_in_force=self.strategy.order_time_in_force['sell']
                                    )
 

From 04257d8ecc357dea23face544f8e979834a20e19 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 13 Dec 2019 07:06:54 +0100
Subject: [PATCH 0005/1106] Add tests for safe_sell_amount

---
 freqtrade/freqtradebot.py  |  2 +-
 tests/test_freqtradebot.py | 76 +++++++++++++++++++++++++++++++++++++-
 2 files changed, 75 insertions(+), 3 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index ac73f6d65..3ebe89a71 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -901,7 +901,7 @@ class FreqtradeBot:
         :raise: DependencyException: if available balance is not within 2% of the available amount.
         """
         wallet_amount = self.wallets.get_free(pair)
-        logger.info(f"Amounts: {wallet_amount} - {amount}")
+        logger.debug(f"{pair} - Wallet: {wallet_amount} - Trade-amount: {amount}")
         if wallet_amount > amount:
             return amount
         elif wallet_amount > amount * 0.98:
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index efab64a6a..9c2fd9ddc 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -883,7 +883,7 @@ def test_execute_buy(mocker, default_conf, fee, limit_buy_order) -> None:
         'freqtrade.freqtradebot.FreqtradeBot',
         get_target_bid=get_bid,
         _get_min_pair_stake_amount=MagicMock(return_value=1)
-        )
+    )
     buy_mm = MagicMock(return_value={'id': limit_buy_order['id']})
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
@@ -2314,6 +2314,7 @@ def test_execute_sell_down_stoploss_on_exchange_dry_run(default_conf, ticker, fe
 def test_execute_sell_sloe_cancel_exception(mocker, default_conf, ticker, fee, caplog) -> None:
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
     mocker.patch('freqtrade.exchange.Exchange.cancel_order', side_effect=InvalidOrderException())
+    mocker.patch('freqtrade.wallets.Wallets.get_free', MagicMock(return_value=300))
     sellmock = MagicMock()
     patch_exchange(mocker)
     mocker.patch.multiple(
@@ -2591,7 +2592,7 @@ def test_sell_profit_only_enable_loss(default_conf, limit_buy_order, fee, mocker
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
     freqtrade.strategy.stop_loss_reached = MagicMock(return_value=SellCheckTuple(
-            sell_flag=False, sell_type=SellType.NONE))
+        sell_flag=False, sell_type=SellType.NONE))
     freqtrade.create_trades()
 
     trade = Trade.query.first()
@@ -2631,6 +2632,77 @@ def test_sell_profit_only_disable_loss(default_conf, limit_buy_order, fee, mocke
     assert trade.sell_reason == SellType.SELL_SIGNAL.value
 
 
+def test_sell_not_enough_balance(default_conf, limit_buy_order,
+                                 fee, mocker, caplog) -> None:
+    patch_RPCManager(mocker)
+    patch_exchange(mocker)
+    mocker.patch.multiple(
+        'freqtrade.exchange.Exchange',
+        get_ticker=MagicMock(return_value={
+            'bid': 0.00002172,
+            'ask': 0.00002173,
+            'last': 0.00002172
+        }),
+        buy=MagicMock(return_value={'id': limit_buy_order['id']}),
+        get_fee=fee,
+    )
+
+    freqtrade = FreqtradeBot(default_conf)
+    patch_get_signal(freqtrade)
+    freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
+
+    freqtrade.create_trades()
+
+    trade = Trade.query.first()
+    amnt = trade.amount
+    trade.update(limit_buy_order)
+    patch_get_signal(freqtrade, value=(False, True))
+    mocker.patch('freqtrade.wallets.Wallets.get_free', MagicMock(return_value=trade.amount * 0.985))
+
+    assert freqtrade.handle_trade(trade) is True
+    assert log_has_re(r'.*Falling back to wallet-amount.', caplog)
+    assert trade.amount != amnt
+
+
+def test__safe_sell_amount(default_conf, caplog, mocker):
+    patch_RPCManager(mocker)
+    patch_exchange(mocker)
+    amount = 95.33
+    amount_wallet = 95.29
+    mocker.patch('freqtrade.wallets.Wallets.get_free', MagicMock(return_value=amount_wallet))
+    trade = Trade(
+        pair='LTC/ETH',
+        amount=amount,
+        exchange='binance',
+        open_rate=0.245441,
+        open_order_id="123456"
+    )
+    freqtrade = FreqtradeBot(default_conf)
+    patch_get_signal(freqtrade)
+
+    assert freqtrade._safe_sell_amount(trade.pair, trade.amount) == amount_wallet
+    assert log_has_re(r'.*Falling back to wallet-amount.', caplog)
+
+
+def test__safe_sell_amount_error(default_conf, caplog, mocker):
+    patch_RPCManager(mocker)
+    patch_exchange(mocker)
+    amount = 95.33
+    amount_wallet = 91.29
+    mocker.patch('freqtrade.wallets.Wallets.get_free', MagicMock(return_value=amount_wallet))
+    trade = Trade(
+        pair='LTC/ETH',
+        amount=amount,
+        exchange='binance',
+        open_rate=0.245441,
+        open_order_id="123456"
+    )
+    freqtrade = FreqtradeBot(default_conf)
+    patch_get_signal(freqtrade)
+    with pytest.raises(DependencyException, match=r"Not enough amount to sell."):
+        assert freqtrade._safe_sell_amount(trade.pair, trade.amount)
+
+
 def test_locked_pairs(default_conf, ticker, fee, ticker_sell_down, mocker, caplog) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)

From 21622ac3138713555784e1ee58cfe61e127fcb40 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 18 Dec 2019 16:34:30 +0100
Subject: [PATCH 0006/1106] Rename get_ticker to fetch_ticker

---
 freqtrade/exchange/exchange.py  |   2 +-
 freqtrade/freqtradebot.py       |   6 +-
 tests/exchange/test_exchange.py |  14 +--
 tests/rpc/test_rpc.py           |  36 +++----
 tests/rpc/test_rpc_apiserver.py |  12 +--
 tests/rpc/test_rpc_telegram.py  |  28 +++---
 tests/test_freqtradebot.py      | 170 ++++++++++++++++----------------
 tests/test_integration.py       |   4 +-
 8 files changed, 136 insertions(+), 136 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index e4e7aacce..384ec1fb7 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -524,7 +524,7 @@ class Exchange:
             raise OperationalException(e) from e
 
     @retrier
-    def get_ticker(self, pair: str, refresh: Optional[bool] = True) -> dict:
+    def fetch_ticker(self, pair: str, refresh: Optional[bool] = True) -> dict:
         if refresh or pair not in self._cached_ticker.keys():
             try:
                 if pair not in self._api.markets or not self._api.markets[pair].get('active'):
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 8ae027fa2..ea9b892d7 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -192,7 +192,7 @@ class FreqtradeBot:
         else:
             if not tick:
                 logger.info('Using Last Ask / Last Price')
-                ticker = self.exchange.get_ticker(pair)
+                ticker = self.exchange.fetch_ticker(pair)
             else:
                 ticker = tick
             if ticker['ask'] < ticker['last']:
@@ -570,7 +570,7 @@ class FreqtradeBot:
         """
         Get sell rate - either using get-ticker bid or first bid based on orderbook
         The orderbook portion is only used for rpc messaging, which would otherwise fail
-        for BitMex (has no bid/ask in get_ticker)
+        for BitMex (has no bid/ask in fetch_ticker)
         or remain static in any other case since it's not updating.
         :return: Bid rate
         """
@@ -582,7 +582,7 @@ class FreqtradeBot:
             rate = order_book['bids'][0][0]
 
         else:
-            rate = self.exchange.get_ticker(pair, refresh)['bid']
+            rate = self.exchange.fetch_ticker(pair, refresh)['bid']
         return rate
 
     def handle_trade(self, trade: Trade) -> bool:
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 629f99aa2..7c273da9f 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -977,7 +977,7 @@ def test_get_tickers(default_conf, mocker, exchange_name):
 
 
 @pytest.mark.parametrize("exchange_name", EXCHANGES)
-def test_get_ticker(default_conf, mocker, exchange_name):
+def test_fetch_ticker(default_conf, mocker, exchange_name):
     api_mock = MagicMock()
     tick = {
         'symbol': 'ETH/BTC',
@@ -989,7 +989,7 @@ def test_get_ticker(default_conf, mocker, exchange_name):
     api_mock.markets = {'ETH/BTC': {'active': True}}
     exchange = get_patched_exchange(mocker, default_conf, api_mock, id=exchange_name)
     # retrieve original ticker
-    ticker = exchange.get_ticker(pair='ETH/BTC')
+    ticker = exchange.fetch_ticker(pair='ETH/BTC')
 
     assert ticker['bid'] == 0.00001098
     assert ticker['ask'] == 0.00001099
@@ -1006,7 +1006,7 @@ def test_get_ticker(default_conf, mocker, exchange_name):
 
     # if not caching the result we should get the same ticker
     # if not fetching a new result we should get the cached ticker
-    ticker = exchange.get_ticker(pair='ETH/BTC')
+    ticker = exchange.fetch_ticker(pair='ETH/BTC')
 
     assert api_mock.fetch_ticker.call_count == 1
     assert ticker['bid'] == 0.5
@@ -1018,19 +1018,19 @@ def test_get_ticker(default_conf, mocker, exchange_name):
 
     # Test caching
     api_mock.fetch_ticker = MagicMock()
-    exchange.get_ticker(pair='ETH/BTC', refresh=False)
+    exchange.fetch_ticker(pair='ETH/BTC', refresh=False)
     assert api_mock.fetch_ticker.call_count == 0
 
     ccxt_exceptionhandlers(mocker, default_conf, api_mock, exchange_name,
-                           "get_ticker", "fetch_ticker",
+                           "fetch_ticker", "fetch_ticker",
                            pair='ETH/BTC', refresh=True)
 
     api_mock.fetch_ticker = MagicMock(return_value={})
     exchange = get_patched_exchange(mocker, default_conf, api_mock, id=exchange_name)
-    exchange.get_ticker(pair='ETH/BTC', refresh=True)
+    exchange.fetch_ticker(pair='ETH/BTC', refresh=True)
 
     with pytest.raises(DependencyException, match=r'Pair XRP/ETH not available'):
-        exchange.get_ticker(pair='XRP/ETH', refresh=True)
+        exchange.fetch_ticker(pair='XRP/ETH', refresh=True)
 
 
 @pytest.mark.parametrize("exchange_name", EXCHANGES)
diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index 0a8c1cabd..3b897572c 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -29,7 +29,7 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
     mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
 
@@ -65,7 +65,7 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
         'open_order': '(limit buy rem=0.00000000)'
     } == results[0]
 
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker',
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(side_effect=DependencyException(f"Pair 'ETH/BTC' not available")))
     # invalidate ticker cache
     rpc._freqtrade.exchange._cached_ticker = {}
@@ -104,7 +104,7 @@ def test_rpc_status_table(default_conf, ticker, fee, mocker) -> None:
     mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
 
@@ -134,7 +134,7 @@ def test_rpc_status_table(default_conf, ticker, fee, mocker) -> None:
     assert 'ETH/BTC' == result[0][1]
     assert '-0.59% (-0.09)' == result[0][3]
 
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker',
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(side_effect=DependencyException(f"Pair 'ETH/BTC' not available")))
     # invalidate ticker cache
     rpc._freqtrade.exchange._cached_ticker = {}
@@ -149,7 +149,7 @@ def test_rpc_daily_profit(default_conf, update, ticker, fee,
     mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
         markets=PropertyMock(return_value=markets)
     )
@@ -201,7 +201,7 @@ def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
     mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
 
@@ -225,7 +225,7 @@ def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
     # Update the ticker with a market going up
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker_sell_up
+        fetch_ticker=ticker_sell_up
     )
     trade.update(limit_sell_order)
     trade.close_date = datetime.utcnow()
@@ -239,7 +239,7 @@ def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
     # Update the ticker with a market going up
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker_sell_up
+        fetch_ticker=ticker_sell_up
     )
     trade.update(limit_sell_order)
     trade.close_date = datetime.utcnow()
@@ -260,7 +260,7 @@ def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
     assert prec_satoshi(stats['best_rate'], 6.2)
 
     # Test non-available pair
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker',
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(side_effect=DependencyException(f"Pair 'ETH/BTC' not available")))
     # invalidate ticker cache
     rpc._freqtrade.exchange._cached_ticker = {}
@@ -287,7 +287,7 @@ def test_rpc_trade_statistics_closed(mocker, default_conf, ticker, fee,
     mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
 
@@ -306,7 +306,7 @@ def test_rpc_trade_statistics_closed(mocker, default_conf, ticker, fee,
     # Update the ticker with a market going up
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker_sell_up,
+        fetch_ticker=ticker_sell_up,
         get_fee=fee
     )
     trade.update(limit_sell_order)
@@ -439,7 +439,7 @@ def test_rpc_start(mocker, default_conf) -> None:
     mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock()
+        fetch_ticker=MagicMock()
     )
 
     freqtradebot = get_patched_freqtradebot(mocker, default_conf)
@@ -460,7 +460,7 @@ def test_rpc_stop(mocker, default_conf) -> None:
     mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock()
+        fetch_ticker=MagicMock()
     )
 
     freqtradebot = get_patched_freqtradebot(mocker, default_conf)
@@ -482,7 +482,7 @@ def test_rpc_stopbuy(mocker, default_conf) -> None:
     mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock()
+        fetch_ticker=MagicMock()
     )
 
     freqtradebot = get_patched_freqtradebot(mocker, default_conf)
@@ -502,7 +502,7 @@ def test_rpc_forcesell(default_conf, ticker, fee, mocker) -> None:
     cancel_order_mock = MagicMock()
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         cancel_order=cancel_order_mock,
         get_order=MagicMock(
             return_value={
@@ -604,7 +604,7 @@ def test_performance_handle(default_conf, ticker, limit_buy_order, fee,
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         get_balances=MagicMock(return_value=ticker),
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
 
@@ -637,7 +637,7 @@ def test_rpc_count(mocker, default_conf, ticker, fee) -> None:
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         get_balances=MagicMock(return_value=ticker),
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
 
@@ -661,7 +661,7 @@ def test_rpcforcebuy(mocker, default_conf, ticker, fee, limit_buy_order) -> None
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         get_balances=MagicMock(return_value=ticker),
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
         buy=buy_mm
     )
diff --git a/tests/rpc/test_rpc_apiserver.py b/tests/rpc/test_rpc_apiserver.py
index f1e3421c5..36bb81e41 100644
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -256,7 +256,7 @@ def test_api_count(botclient, mocker, ticker, fee, markets):
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         get_balances=MagicMock(return_value=ticker),
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
         markets=PropertyMock(return_value=markets)
     )
@@ -292,7 +292,7 @@ def test_api_daily(botclient, mocker, ticker, fee, markets):
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         get_balances=MagicMock(return_value=ticker),
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
         markets=PropertyMock(return_value=markets)
     )
@@ -308,7 +308,7 @@ def test_api_edge_disabled(botclient, mocker, ticker, fee, markets):
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         get_balances=MagicMock(return_value=ticker),
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
         markets=PropertyMock(return_value=markets)
     )
@@ -323,7 +323,7 @@ def test_api_profit(botclient, mocker, ticker, fee, markets, limit_buy_order, li
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         get_balances=MagicMock(return_value=ticker),
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
         markets=PropertyMock(return_value=markets)
     )
@@ -413,7 +413,7 @@ def test_api_status(botclient, mocker, ticker, fee, markets):
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         get_balances=MagicMock(return_value=ticker),
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
         markets=PropertyMock(return_value=markets)
     )
@@ -541,7 +541,7 @@ def test_api_forcesell(botclient, mocker, ticker, fee, markets):
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         get_balances=MagicMock(return_value=ticker),
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
         markets=PropertyMock(return_value=markets)
     )
diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py
index b02f11394..ed2aad37e 100644
--- a/tests/rpc/test_rpc_telegram.py
+++ b/tests/rpc/test_rpc_telegram.py
@@ -150,7 +150,7 @@ def test_status(default_conf, update, mocker, fee, ticker,) -> None:
 
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
     msg_mock = MagicMock()
@@ -204,7 +204,7 @@ def test_status(default_conf, update, mocker, fee, ticker,) -> None:
 def test_status_handle(default_conf, update, ticker, fee, mocker) -> None:
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
     msg_mock = MagicMock()
@@ -254,7 +254,7 @@ def test_status_handle(default_conf, update, ticker, fee, mocker) -> None:
 def test_status_table_handle(default_conf, update, ticker, fee, mocker) -> None:
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': 'mocked_order_id'}),
         get_fee=fee,
     )
@@ -307,7 +307,7 @@ def test_daily_handle(default_conf, update, ticker, limit_buy_order, fee,
     )
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
     msg_mock = MagicMock()
@@ -373,7 +373,7 @@ def test_daily_handle(default_conf, update, ticker, limit_buy_order, fee,
 def test_daily_wrong_input(default_conf, update, ticker, mocker) -> None:
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker
+        fetch_ticker=ticker
     )
     msg_mock = MagicMock()
     mocker.patch.multiple(
@@ -411,7 +411,7 @@ def test_profit_handle(default_conf, update, ticker, ticker_sell_up, fee,
     mocker.patch('freqtrade.rpc.rpc.CryptoToFiatConverter._find_price', return_value=15000.0)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
     msg_mock = MagicMock()
@@ -443,7 +443,7 @@ def test_profit_handle(default_conf, update, ticker, ticker_sell_up, fee,
     msg_mock.reset_mock()
 
     # Update the ticker with a market going up
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker', ticker_sell_up)
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker', ticker_sell_up)
     trade.update(limit_sell_order)
 
     trade.close_date = datetime.utcnow()
@@ -700,7 +700,7 @@ def test_forcesell_handle(default_conf, update, ticker, fee,
     patch_whitelist(mocker, default_conf)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
 
@@ -715,7 +715,7 @@ def test_forcesell_handle(default_conf, update, ticker, fee,
     assert trade
 
     # Increase the price and sell it
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker', ticker_sell_up)
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker', ticker_sell_up)
 
     # /forcesell 1
     context = MagicMock()
@@ -755,7 +755,7 @@ def test_forcesell_down_handle(default_conf, update, ticker, fee,
 
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
 
@@ -769,7 +769,7 @@ def test_forcesell_down_handle(default_conf, update, ticker, fee,
     # Decrease the price and sell it
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker_sell_down
+        fetch_ticker=ticker_sell_down
     )
 
     trade = Trade.query.first()
@@ -812,7 +812,7 @@ def test_forcesell_all_handle(default_conf, update, ticker, fee, mocker) -> None
     patch_whitelist(mocker, default_conf)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
     default_conf['max_open_trades'] = 4
@@ -963,7 +963,7 @@ def test_performance_handle(default_conf, update, ticker, fee,
     )
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
     freqtradebot = get_patched_freqtradebot(mocker, default_conf)
@@ -998,7 +998,7 @@ def test_count_handle(default_conf, update, ticker, fee, mocker) -> None:
     )
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': 'mocked_order_id'}),
         get_fee=fee,
     )
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 341bc021f..13f1277b9 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -157,7 +157,7 @@ def test_get_trade_stake_amount_unlimited_amount(default_conf, ticker,
     patch_wallet(mocker, free=default_conf['stake_amount'])
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_fee=fee
     )
@@ -232,7 +232,7 @@ def test_edge_overrides_stoploss(limit_buy_order, fee, caplog, mocker, edge_conf
     buy_price = limit_buy_order['price']
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': buy_price * 0.79,
             'ask': buy_price * 0.79,
             'last': buy_price * 0.79
@@ -272,7 +272,7 @@ def test_edge_should_ignore_strategy_stoploss(limit_buy_order, fee,
     buy_price = limit_buy_order['price']
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': buy_price * 0.85,
             'ask': buy_price * 0.85,
             'last': buy_price * 0.85
@@ -304,7 +304,7 @@ def test_total_open_trades_stakes(mocker, default_conf, ticker,
     default_conf['max_open_trades'] = 2
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_fee=fee,
     )
@@ -467,7 +467,7 @@ def test_create_trades(default_conf, ticker, limit_buy_order, fee, mocker) -> No
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_fee=fee,
     )
@@ -501,7 +501,7 @@ def test_create_trades_no_stake_amount(default_conf, ticker, limit_buy_order,
     patch_wallet(mocker, free=default_conf['stake_amount'] * 0.5)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_fee=fee,
     )
@@ -519,7 +519,7 @@ def test_create_trades_minimal_amount(default_conf, ticker, limit_buy_order,
     buy_mock = MagicMock(return_value={'id': limit_buy_order['id']})
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=buy_mock,
         get_fee=fee,
     )
@@ -539,7 +539,7 @@ def test_create_trades_too_small_stake_amount(default_conf, ticker, limit_buy_or
     buy_mock = MagicMock(return_value={'id': limit_buy_order['id']})
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=buy_mock,
         get_fee=fee,
     )
@@ -558,7 +558,7 @@ def test_create_trades_limit_reached(default_conf, ticker, limit_buy_order,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_balance=MagicMock(return_value=default_conf['stake_amount']),
         get_fee=fee,
@@ -579,7 +579,7 @@ def test_create_trades_no_pairs_let(default_conf, ticker, limit_buy_order, fee,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_fee=fee,
     )
@@ -600,7 +600,7 @@ def test_create_trades_no_pairs_in_whitelist(default_conf, ticker, limit_buy_ord
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_fee=fee,
     )
@@ -639,7 +639,7 @@ def test_create_trades_multiple_trades(default_conf, ticker,
     default_conf['max_open_trades'] = max_open
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': "12355555"}),
         get_fee=fee,
     )
@@ -658,7 +658,7 @@ def test_create_trades_preopen(default_conf, ticker, fee, mocker) -> None:
     default_conf['max_open_trades'] = 4
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': "12355555"}),
         get_fee=fee,
     )
@@ -684,7 +684,7 @@ def test_process_trade_creation(default_conf, ticker, limit_buy_order,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_order=MagicMock(return_value=limit_buy_order),
         get_fee=fee,
@@ -718,7 +718,7 @@ def test_process_exchange_failures(default_conf, ticker, mocker) -> None:
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(side_effect=TemporaryError)
     )
     sleep_mock = mocker.patch('time.sleep', side_effect=lambda _: None)
@@ -735,7 +735,7 @@ def test_process_operational_exception(default_conf, ticker, mocker) -> None:
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(side_effect=OperationalException)
     )
     worker = Worker(args=None, config=default_conf)
@@ -753,7 +753,7 @@ def test_process_trade_handling(default_conf, ticker, limit_buy_order, fee, mock
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_order=MagicMock(return_value=limit_buy_order),
         get_fee=fee,
@@ -780,7 +780,7 @@ def test_process_trade_no_whitelist_pair(default_conf, ticker, limit_buy_order,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_order=MagicMock(return_value=limit_buy_order),
         get_fee=fee,
@@ -830,7 +830,7 @@ def test_process_informative_pairs_added(default_conf, ticker, mocker) -> None:
     refresh_mock = MagicMock()
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(side_effect=TemporaryError),
         refresh_latest_ohlcv=refresh_mock,
     )
@@ -853,7 +853,7 @@ def test_process_informative_pairs_added(default_conf, ticker, mocker) -> None:
 def test_balance_fully_ask_side(mocker, default_conf) -> None:
     default_conf['bid_strategy']['ask_last_balance'] = 0.0
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker',
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={'ask': 20, 'last': 10}))
 
     assert freqtrade.get_target_bid('ETH/BTC') == 20
@@ -862,7 +862,7 @@ def test_balance_fully_ask_side(mocker, default_conf) -> None:
 def test_balance_fully_last_side(mocker, default_conf) -> None:
     default_conf['bid_strategy']['ask_last_balance'] = 1.0
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker',
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={'ask': 20, 'last': 10}))
 
     assert freqtrade.get_target_bid('ETH/BTC') == 10
@@ -871,7 +871,7 @@ def test_balance_fully_last_side(mocker, default_conf) -> None:
 def test_balance_bigger_last_ask(mocker, default_conf) -> None:
     default_conf['bid_strategy']['ask_last_balance'] = 1.0
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker',
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={'ask': 5, 'last': 10}))
     assert freqtrade.get_target_bid('ETH/BTC') == 5
 
@@ -891,7 +891,7 @@ def test_execute_buy(mocker, default_conf, fee, limit_buy_order) -> None:
     buy_mm = MagicMock(return_value={'id': limit_buy_order['id']})
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.00001172,
             'ask': 0.00001173,
             'last': 0.00001172
@@ -1000,7 +1000,7 @@ def test_handle_stoploss_on_exchange(mocker, default_conf, fee, caplog,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.00001172,
             'ask': 0.00001173,
             'last': 0.00001172
@@ -1100,7 +1100,7 @@ def test_handle_sle_cancel_cant_recreate(mocker, default_conf, fee, caplog,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.00001172,
             'ask': 0.00001173,
             'last': 0.00001172
@@ -1134,7 +1134,7 @@ def test_create_stoploss_order_invalid_order(mocker, default_conf, caplog, fee,
     sell_mock = MagicMock(return_value={'id': limit_sell_order['id']})
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.00001172,
             'ask': 0.00001173,
             'last': 0.00001172
@@ -1177,7 +1177,7 @@ def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee, caplog,
     patch_RPCManager(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.00001172,
             'ask': 0.00001173,
             'last': 0.00001172
@@ -1231,7 +1231,7 @@ def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee, caplog,
     assert freqtrade.handle_stoploss_on_exchange(trade) is False
 
     # price jumped 2x
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker', MagicMock(return_value={
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker', MagicMock(return_value={
         'bid': 0.00002344,
         'ask': 0.00002346,
         'last': 0.00002344
@@ -1271,7 +1271,7 @@ def test_handle_stoploss_on_exchange_trailing_error(mocker, default_conf, fee, c
 
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.00001172,
             'ask': 0.00001173,
             'last': 0.00001172
@@ -1342,7 +1342,7 @@ def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
     edge_conf['dry_run_wallet'] = 999.9
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.00001172,
             'ask': 0.00001173,
             'last': 0.00001172
@@ -1406,7 +1406,7 @@ def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
     mocker.patch('freqtrade.exchange.Exchange.stoploss_limit', stoploss_order_mock)
 
     # price goes down 5%
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker', MagicMock(return_value={
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker', MagicMock(return_value={
         'bid': 0.00001172 * 0.95,
         'ask': 0.00001173 * 0.95,
         'last': 0.00001172 * 0.95
@@ -1422,7 +1422,7 @@ def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
     cancel_order_mock.assert_not_called()
 
     # price jumped 2x
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker', MagicMock(return_value={
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker', MagicMock(return_value={
         'bid': 0.00002344,
         'ask': 0.00002346,
         'last': 0.00002344
@@ -1662,7 +1662,7 @@ def test_handle_trade(default_conf, limit_buy_order, limit_sell_order, fee, mock
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.00001172,
             'ask': 0.00001173,
             'last': 0.00001172
@@ -1701,7 +1701,7 @@ def test_handle_overlpapping_signals(default_conf, ticker, limit_buy_order, fee,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_fee=fee,
     )
@@ -1754,7 +1754,7 @@ def test_handle_trade_roi(default_conf, ticker, limit_buy_order,
     patch_RPCManager(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_fee=fee,
     )
@@ -1786,7 +1786,7 @@ def test_handle_trade_use_sell_signal(
     patch_RPCManager(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_fee=fee,
     )
@@ -1814,7 +1814,7 @@ def test_close_trade(default_conf, ticker, limit_buy_order, limit_sell_order,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_fee=fee,
     )
@@ -1842,7 +1842,7 @@ def test_check_handle_timedout_buy(default_conf, ticker, limit_buy_order_old, op
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_order=MagicMock(return_value=limit_buy_order_old),
         cancel_order=cancel_order_mock,
         get_fee=fee
@@ -1869,7 +1869,7 @@ def test_check_handle_cancelled_buy(default_conf, ticker, limit_buy_order_old, o
     limit_buy_order_old.update({"status": "canceled"})
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_order=MagicMock(return_value=limit_buy_order_old),
         cancel_order=cancel_order_mock,
         get_fee=fee
@@ -1896,7 +1896,7 @@ def test_check_handle_timedout_buy_exception(default_conf, ticker, limit_buy_ord
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         validate_pairs=MagicMock(),
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_order=MagicMock(side_effect=DependencyException),
         cancel_order=cancel_order_mock,
         get_fee=fee
@@ -1921,7 +1921,7 @@ def test_check_handle_timedout_sell(default_conf, ticker, limit_sell_order_old,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_order=MagicMock(return_value=limit_sell_order_old),
         cancel_order=cancel_order_mock
     )
@@ -1949,7 +1949,7 @@ def test_check_handle_cancelled_sell(default_conf, ticker, limit_sell_order_old,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_order=MagicMock(return_value=limit_sell_order_old),
         cancel_order=cancel_order_mock
     )
@@ -1976,7 +1976,7 @@ def test_check_handle_timedout_partial(default_conf, ticker, limit_buy_order_old
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_order=MagicMock(return_value=limit_buy_order_old_partial),
         cancel_order=cancel_order_mock
     )
@@ -2003,7 +2003,7 @@ def test_check_handle_timedout_partial_fee(default_conf, ticker, open_trade, cap
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_order=MagicMock(return_value=limit_buy_order_old_partial),
         cancel_order=cancel_order_mock,
         get_trades_for_order=MagicMock(return_value=trades_for_order),
@@ -2040,7 +2040,7 @@ def test_check_handle_timedout_partial_except(default_conf, ticker, open_trade,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_order=MagicMock(return_value=limit_buy_order_old_partial),
         cancel_order=cancel_order_mock,
         get_trades_for_order=MagicMock(return_value=trades_for_order),
@@ -2084,7 +2084,7 @@ def test_check_handle_timedout_exception(default_conf, ticker, open_trade, mocke
     )
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_order=MagicMock(side_effect=requests.exceptions.RequestException('Oh snap')),
         cancel_order=cancel_order_mock
     )
@@ -2174,7 +2174,7 @@ def test_execute_sell_up(default_conf, ticker, fee, ticker_sell_up, mocker) -> N
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
     patch_whitelist(mocker, default_conf)
@@ -2190,7 +2190,7 @@ def test_execute_sell_up(default_conf, ticker, fee, ticker_sell_up, mocker) -> N
     # Increase the price and sell it
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker_sell_up
+        fetch_ticker=ticker_sell_up
     )
 
     freqtrade.execute_sell(trade=trade, limit=ticker_sell_up()['bid'], sell_reason=SellType.ROI)
@@ -2222,7 +2222,7 @@ def test_execute_sell_down(default_conf, ticker, fee, ticker_sell_down, mocker)
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
     patch_whitelist(mocker, default_conf)
@@ -2238,7 +2238,7 @@ def test_execute_sell_down(default_conf, ticker, fee, ticker_sell_down, mocker)
     # Decrease the price and sell it
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker_sell_down
+        fetch_ticker=ticker_sell_down
     )
 
     freqtrade.execute_sell(trade=trade, limit=ticker_sell_down()['bid'],
@@ -2272,7 +2272,7 @@ def test_execute_sell_down_stoploss_on_exchange_dry_run(default_conf, ticker, fe
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
     patch_whitelist(mocker, default_conf)
@@ -2288,7 +2288,7 @@ def test_execute_sell_down_stoploss_on_exchange_dry_run(default_conf, ticker, fe
     # Decrease the price and sell it
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker_sell_down
+        fetch_ticker=ticker_sell_down
     )
 
     default_conf['dry_run'] = True
@@ -2330,7 +2330,7 @@ def test_execute_sell_sloe_cancel_exception(mocker, default_conf, ticker, fee, c
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
         sell=sellmock
     )
@@ -2367,7 +2367,7 @@ def test_execute_sell_with_stoploss_on_exchange(default_conf, ticker, fee, ticke
     cancel_order = MagicMock(return_value=True)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
         symbol_amount_prec=lambda s, x, y: y,
         symbol_price_prec=lambda s, x, y: y,
@@ -2391,7 +2391,7 @@ def test_execute_sell_with_stoploss_on_exchange(default_conf, ticker, fee, ticke
     # Increase the price and sell it
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker_sell_up
+        fetch_ticker=ticker_sell_up
     )
 
     freqtrade.execute_sell(trade=trade, limit=ticker_sell_up()['bid'],
@@ -2410,7 +2410,7 @@ def test_may_execute_sell_after_stoploss_on_exchange_hit(default_conf, ticker, f
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
         symbol_amount_prec=lambda s, x, y: y,
         symbol_price_prec=lambda s, x, y: y,
@@ -2474,7 +2474,7 @@ def test_execute_sell_market_order(default_conf, ticker, fee,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
     patch_whitelist(mocker, default_conf)
@@ -2490,7 +2490,7 @@ def test_execute_sell_market_order(default_conf, ticker, fee,
     # Increase the price and sell it
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker_sell_up
+        fetch_ticker=ticker_sell_up
     )
     freqtrade.config['order_types']['sell'] = 'market'
 
@@ -2528,7 +2528,7 @@ def test_sell_profit_only_enable_profit(default_conf, limit_buy_order,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.00002172,
             'ask': 0.00002173,
             'last': 0.00002172
@@ -2559,7 +2559,7 @@ def test_sell_profit_only_disable_profit(default_conf, limit_buy_order,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.00002172,
             'ask': 0.00002173,
             'last': 0.00002172
@@ -2588,7 +2588,7 @@ def test_sell_profit_only_enable_loss(default_conf, limit_buy_order, fee, mocker
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.00000172,
             'ask': 0.00000173,
             'last': 0.00000172
@@ -2617,7 +2617,7 @@ def test_sell_profit_only_disable_loss(default_conf, limit_buy_order, fee, mocke
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.0000172,
             'ask': 0.0000173,
             'last': 0.0000172
@@ -2648,7 +2648,7 @@ def test_locked_pairs(default_conf, ticker, fee, ticker_sell_down, mocker, caplo
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
     )
     freqtrade = FreqtradeBot(default_conf)
@@ -2663,7 +2663,7 @@ def test_locked_pairs(default_conf, ticker, fee, ticker_sell_down, mocker, caplo
     # Decrease the price and sell it
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker_sell_down
+        fetch_ticker=ticker_sell_down
     )
 
     freqtrade.execute_sell(trade=trade, limit=ticker_sell_down()['bid'],
@@ -2684,7 +2684,7 @@ def test_ignore_roi_if_buy_signal(default_conf, limit_buy_order, fee, mocker) ->
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.0000172,
             'ask': 0.0000173,
             'last': 0.0000172
@@ -2717,7 +2717,7 @@ def test_trailing_stop_loss(default_conf, limit_buy_order, fee, caplog, mocker)
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.00001099,
             'ask': 0.00001099,
             'last': 0.00001099
@@ -2736,7 +2736,7 @@ def test_trailing_stop_loss(default_conf, limit_buy_order, fee, caplog, mocker)
     assert freqtrade.handle_trade(trade) is False
 
     # Raise ticker above buy price
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker',
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={
                      'bid': 0.00001099 * 1.5,
                      'ask': 0.00001099 * 1.5,
@@ -2747,7 +2747,7 @@ def test_trailing_stop_loss(default_conf, limit_buy_order, fee, caplog, mocker)
     assert freqtrade.handle_trade(trade) is False
 
     # Price fell
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker',
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={
                      'bid': 0.00001099 * 1.1,
                      'ask': 0.00001099 * 1.1,
@@ -2771,7 +2771,7 @@ def test_trailing_stop_loss_positive(default_conf, limit_buy_order, fee,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': buy_price - 0.000001,
             'ask': buy_price - 0.000001,
             'last': buy_price - 0.000001
@@ -2795,7 +2795,7 @@ def test_trailing_stop_loss_positive(default_conf, limit_buy_order, fee,
     assert freqtrade.handle_trade(trade) is False
 
     # Raise ticker above buy price
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker',
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={
                      'bid': buy_price + 0.000003,
                      'ask': buy_price + 0.000003,
@@ -2807,7 +2807,7 @@ def test_trailing_stop_loss_positive(default_conf, limit_buy_order, fee,
     assert log_has(f"ETH/BTC - Adjusting stoploss...", caplog)
     assert trade.stop_loss == 0.0000138501
 
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker',
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={
                      'bid': buy_price + 0.000002,
                      'ask': buy_price + 0.000002,
@@ -2828,7 +2828,7 @@ def test_trailing_stop_loss_offset(default_conf, limit_buy_order, fee,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': buy_price - 0.000001,
             'ask': buy_price - 0.000001,
             'last': buy_price - 0.000001
@@ -2852,7 +2852,7 @@ def test_trailing_stop_loss_offset(default_conf, limit_buy_order, fee,
     assert freqtrade.handle_trade(trade) is False
 
     # Raise ticker above buy price
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker',
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={
                      'bid': buy_price + 0.000003,
                      'ask': buy_price + 0.000003,
@@ -2865,7 +2865,7 @@ def test_trailing_stop_loss_offset(default_conf, limit_buy_order, fee,
     assert log_has(f"ETH/BTC - Adjusting stoploss...", caplog)
     assert trade.stop_loss == 0.0000138501
 
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker',
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={
                      'bid': buy_price + 0.000002,
                      'ask': buy_price + 0.000002,
@@ -2889,7 +2889,7 @@ def test_tsl_only_offset_reached(default_conf, limit_buy_order, fee,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': buy_price,
             'ask': buy_price,
             'last': buy_price
@@ -2916,7 +2916,7 @@ def test_tsl_only_offset_reached(default_conf, limit_buy_order, fee,
     assert trade.stop_loss == 0.0000098910
 
     # Raise ticker above buy price
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker',
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={
                      'bid': buy_price + 0.0000004,
                      'ask': buy_price + 0.0000004,
@@ -2930,7 +2930,7 @@ def test_tsl_only_offset_reached(default_conf, limit_buy_order, fee,
     assert trade.stop_loss == 0.0000098910
 
     # price rises above the offset (rises 12% when the offset is 5.5%)
-    mocker.patch('freqtrade.exchange.Exchange.get_ticker',
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={
                      'bid': buy_price + 0.0000014,
                      'ask': buy_price + 0.0000014,
@@ -2950,7 +2950,7 @@ def test_disable_ignore_roi_if_buy_signal(default_conf, limit_buy_order,
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.00000172,
             'ask': 0.00000173,
             'last': 0.00000172
@@ -3287,7 +3287,7 @@ def test_order_book_depth_of_market(default_conf, ticker, limit_buy_order, fee,
     mocker.patch('freqtrade.exchange.Exchange.get_order_book', order_book_l2)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_fee=fee,
     )
@@ -3324,7 +3324,7 @@ def test_order_book_depth_of_market_high_delta(default_conf, ticker, limit_buy_o
     mocker.patch('freqtrade.exchange.Exchange.get_order_book', order_book_l2)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_fee=fee,
     )
@@ -3347,7 +3347,7 @@ def test_order_book_bid_strategy1(mocker, default_conf, order_book_l2) -> None:
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         get_order_book=order_book_l2,
-        get_ticker=ticker_mock,
+        fetch_ticker=ticker_mock,
 
     )
     default_conf['exchange']['name'] = 'binance'
@@ -3371,7 +3371,7 @@ def test_order_book_bid_strategy2(mocker, default_conf, order_book_l2) -> None:
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         get_order_book=order_book_l2,
-        get_ticker=ticker_mock,
+        fetch_ticker=ticker_mock,
 
     )
     default_conf['exchange']['name'] = 'binance'
@@ -3421,7 +3421,7 @@ def test_order_book_ask_strategy(default_conf, limit_buy_order, limit_sell_order
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=MagicMock(return_value={
+        fetch_ticker=MagicMock(return_value={
             'bid': 0.00001172,
             'ask': 0.00001173,
             'last': 0.00001172
@@ -3451,7 +3451,7 @@ def test_get_sell_rate(default_conf, mocker, ticker, order_book_l2) -> None:
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         get_order_book=order_book_l2,
-        get_ticker=ticker,
+        fetch_ticker=ticker,
     )
     pair = "ETH/BTC"
 
@@ -3530,7 +3530,7 @@ def test_sync_wallet_dry_run(mocker, default_conf, ticker, fee, limit_buy_order)
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         get_fee=fee,
     )
diff --git a/tests/test_integration.py b/tests/test_integration.py
index 728e96d55..a80600cdc 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -55,7 +55,7 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
     mocker.patch('freqtrade.exchange.Binance.stoploss_limit', stoploss_limit)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
         symbol_amount_prec=lambda s, x, y: y,
         symbol_price_prec=lambda s, x, y: y,
@@ -126,7 +126,7 @@ def test_forcebuy_last_unlimited(default_conf, ticker, fee, limit_buy_order, moc
     ))
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        get_ticker=ticker,
+        fetch_ticker=ticker,
         get_fee=fee,
         symbol_amount_prec=lambda s, x, y: y,
         symbol_price_prec=lambda s, x, y: y,

From dc07037edfc2bebed2d3815c986a999d281c5b0e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 18 Dec 2019 16:38:57 +0100
Subject: [PATCH 0007/1106] Add documentation for price finding

---
 docs/configuration.md | 35 +++++++++++++++++++++++++++++++++++
 1 file changed, 35 insertions(+)

diff --git a/docs/configuration.md b/docs/configuration.md
index 73534b6f1..bfa29529d 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -393,6 +393,41 @@ The valid values are:
 "BTC", "ETH", "XRP", "LTC", "BCH", "USDT"
 ```
 
+## Prices used for orders
+
+Prices for regular orders can be controlled via the parameter structures `bid_strategy` for Buying, and `ask_strategy` for selling.
+Prices are always retrieved right before an order is placed, either by querying the `fetch_ticker()` endpoint of the exchange (usually `/ticker`), or by using the orderbook.
+
+### Buy price with Orderbook enabled
+
+When buying with the orderbook enabled (`bid_strategy.use_order_book=True`) - Freqtrade will fetch the `bid_strategy.order_book_top` entries in the orderbook, and will then use the entry specified as `bid_strategy.order_book_top` on the `bids` side of the orderbook. 1 specifies the topmost entry in the Orderbook - while 2 would use the 2nd entry in the Orderbook.
+
+### Buy price without Orderbook
+
+When not using orderbook (`bid_strategy.use_order_book=False`), then Freqtrade will use the best `ask` price based on a call to `fetch_ticker()` if it's below the `last` traded price.
+Otherwise, it'll use the following formula to calculate the rate:
+
+``` python
+ticker['ask'] + ask_last_balance * (ticker['last'] - ticker['ask'])
+```
+
+This means - it uses the difference between last and ask (which must be negative, since ask was checked to be higher than last) and multiplies this with `bid_strategy.ask_last_balance` - lowering the price by `balance * (difference between last and ask).
+
+### Sell price with Orderbook enabled
+
+When selling with the Orderbook enabled (`ask_strategy.use_order_book=True`) - Freqtrade will fetch the `ask_strategy.order_book_max` entries in the orderbook. Freqtrade will then validate each of the orderbook steps between `ask_strategy.order_book_min` and `ask_strategy.order_book_max` on the `ask` side for a profitable sell-possibility and will place a sell order at the first profitable spot.
+
+The idea here is to place the sell-order early, to be ahead in the queue.
+A fixed slot (mirroring `bid_strategy.order_book_top`) can be defined by setting `ask_strategy.order_book_min` and `ask_strategy.order_book_max` to the same number.
+
+!!! Warning "Orderbook and stoploss_on_exchange"
+    Using `ask_strategy.order_book_max` higher than 1 may increase the risk, since an eventual [stoploss on exchange](#understand-order_types) will be need to be cancelled as soon as the order is placed.
+
+
+### Sell price without orderbook
+
+When not using orderbook (`ask_strategy.use_order_book=False`), then the best `bid` will be used as sell rate based on a call to `fetch_ticker()`.
+
 ## Pairlists
 
 Pairlists define the list of pairs that the bot should trade.

From d73ba71ec63d08d9ddc98c983f10aa7509cd9b0b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 18 Dec 2019 16:41:54 +0100
Subject: [PATCH 0008/1106] Improve formatting of orderbook doc

---
 docs/configuration.md | 12 ++++++++----
 1 file changed, 8 insertions(+), 4 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index bfa29529d..e4d29825e 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -398,11 +398,13 @@ The valid values are:
 Prices for regular orders can be controlled via the parameter structures `bid_strategy` for Buying, and `ask_strategy` for selling.
 Prices are always retrieved right before an order is placed, either by querying the `fetch_ticker()` endpoint of the exchange (usually `/ticker`), or by using the orderbook.
 
-### Buy price with Orderbook enabled
+### Buy price 
+
+#### Buy price with Orderbook enabled
 
 When buying with the orderbook enabled (`bid_strategy.use_order_book=True`) - Freqtrade will fetch the `bid_strategy.order_book_top` entries in the orderbook, and will then use the entry specified as `bid_strategy.order_book_top` on the `bids` side of the orderbook. 1 specifies the topmost entry in the Orderbook - while 2 would use the 2nd entry in the Orderbook.
 
-### Buy price without Orderbook
+#### Buy price without Orderbook
 
 When not using orderbook (`bid_strategy.use_order_book=False`), then Freqtrade will use the best `ask` price based on a call to `fetch_ticker()` if it's below the `last` traded price.
 Otherwise, it'll use the following formula to calculate the rate:
@@ -413,7 +415,9 @@ ticker['ask'] + ask_last_balance * (ticker['last'] - ticker['ask'])
 
 This means - it uses the difference between last and ask (which must be negative, since ask was checked to be higher than last) and multiplies this with `bid_strategy.ask_last_balance` - lowering the price by `balance * (difference between last and ask).
 
-### Sell price with Orderbook enabled
+### Sell price 
+
+#### Sell price with Orderbook enabled
 
 When selling with the Orderbook enabled (`ask_strategy.use_order_book=True`) - Freqtrade will fetch the `ask_strategy.order_book_max` entries in the orderbook. Freqtrade will then validate each of the orderbook steps between `ask_strategy.order_book_min` and `ask_strategy.order_book_max` on the `ask` side for a profitable sell-possibility and will place a sell order at the first profitable spot.
 
@@ -424,7 +428,7 @@ A fixed slot (mirroring `bid_strategy.order_book_top`) can be defined by setting
     Using `ask_strategy.order_book_max` higher than 1 may increase the risk, since an eventual [stoploss on exchange](#understand-order_types) will be need to be cancelled as soon as the order is placed.
 
 
-### Sell price without orderbook
+#### Sell price without orderbook
 
 When not using orderbook (`ask_strategy.use_order_book=False`), then the best `bid` will be used as sell rate based on a call to `fetch_ticker()`.
 

From 1c19856d26c8ea9ed48c293519f8f63a12cbb568 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 18 Dec 2019 16:49:56 +0100
Subject: [PATCH 0009/1106] add section about depth_of_market

---
 docs/configuration.md | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index e4d29825e..5c748b0cb 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -400,6 +400,12 @@ Prices are always retrieved right before an order is placed, either by querying
 
 ### Buy price 
 
+#### Check depth of market
+
+When enabling `bid_strategy.check_depth_of_market=True`, then buy signals will be filtered based on the orderbook size.
+
+#TODO: Finish this section
+
 #### Buy price with Orderbook enabled
 
 When buying with the orderbook enabled (`bid_strategy.use_order_book=True`) - Freqtrade will fetch the `bid_strategy.order_book_top` entries in the orderbook, and will then use the entry specified as `bid_strategy.order_book_top` on the `bids` side of the orderbook. 1 specifies the topmost entry in the Orderbook - while 2 would use the 2nd entry in the Orderbook.
@@ -419,7 +425,7 @@ This means - it uses the difference between last and ask (which must be negative
 
 #### Sell price with Orderbook enabled
 
-When selling with the Orderbook enabled (`ask_strategy.use_order_book=True`) - Freqtrade will fetch the `ask_strategy.order_book_max` entries in the orderbook. Freqtrade will then validate each of the orderbook steps between `ask_strategy.order_book_min` and `ask_strategy.order_book_max` on the `ask` side for a profitable sell-possibility and will place a sell order at the first profitable spot.
+When selling with the Orderbook enabled (`ask_strategy.use_order_book=True`) - Freqtrade will fetch the `ask_strategy.order_book_max` entries in the orderbook. Freqtrade will then validate each of the orderbook steps between `ask_strategy.order_book_min` and `ask_strategy.order_book_max` on the `ask` side for a profitable sell-possibility based on the strategy configuration and will place a sell order at the first profitable spot.
 
 The idea here is to place the sell-order early, to be ahead in the queue.
 A fixed slot (mirroring `bid_strategy.order_book_top`) can be defined by setting `ask_strategy.order_book_min` and `ask_strategy.order_book_max` to the same number.

From 11e787c8846027f14e6bc0872743dd5529cf57f1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 18 Dec 2019 19:27:54 +0100
Subject: [PATCH 0010/1106] Finish depth_of_market documentation piece

---
 docs/configuration.md | 45 ++++++++++++++++++-------------------------
 1 file changed, 19 insertions(+), 26 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 5c748b0cb..ba592d436 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -57,12 +57,12 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `trailing_only_offset_is_reached` | Only apply trailing stoploss when the offset is reached. [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `false`.*  <br> ***Datatype:*** *Boolean*
 | `unfilledtimeout.buy` | **Required.** How long (in minutes) the bot will wait for an unfilled buy order to complete, after which the order will be cancelled.  <br> ***Datatype:*** *Integer*
 | `unfilledtimeout.sell` | **Required.** How long (in minutes) the bot will wait for an unfilled sell order to complete, after which the order will be cancelled. <br> ***Datatype:*** *Integer*
-| `bid_strategy.ask_last_balance` | **Required.** Set the bidding price. More information [below](#understand-ask_last_balance). 
-| `bid_strategy.use_order_book` | Enable buying using the rates in Order Book Bids. <br> ***Datatype:*** *Boolean*
-| `bid_strategy.order_book_top` | Bot will use the top N rate in Order Book Bids. I.e. a value of 2 will allow the bot to pick the 2nd bid rate in Order Book Bids.  *Defaults to `1`.*  <br> ***Datatype:*** *Positive Integer*
-| `bid_strategy. check_depth_of_market.enabled` | Do not buy if the difference of buy orders and sell orders is met in Order Book. <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
-| `bid_strategy. check_depth_of_market.bids_to_ask_delta` | The % difference of buy orders and sell orders found in Order Book. A value lesser than 1 means sell orders is greater, while value greater than 1 means buy orders is higher.  *Defaults to `0`.*  <br> ***Datatype:*** *Float (as ratio)*
-| `ask_strategy.use_order_book` | Enable selling of open trades using Order Book Asks. <br> ***Datatype:*** *Boolean*
+| `bid_strategy.ask_last_balance` | **Required.** Set the bidding price. More information [below](#buy-price-without-orderbook). 
+| `bid_strategy.use_order_book` | Enable buying using the rates in [Order Book Bids](#buy-price-with-orderbook-enabled). <br> ***Datatype:*** *Boolean*
+| `bid_strategy.order_book_top` | Bot will use the top N rate in Order Book Bids to buy. I.e. a value of 2 will allow the bot to pick the 2nd bid rate in [Order Book Bids](#buy-price-with-orderbook-enabled). <br>*Defaults to `1`.*  <br> ***Datatype:*** *Positive Integer*
+| `bid_strategy. check_depth_of_market.enabled` | Do not buy if the difference of buy orders and sell orders is met in Order Book. [Check market depth](#check-depth-of-market). <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
+| `bid_strategy. check_depth_of_market.bids_to_ask_delta` | The difference ratio of buy orders and sell orders found in Order Book. A value below 1 means sell order size is greater, while value greater than 1 means buy order size is higher. [Check market depth](#check-depth-of-market) <br> *Defaults to `0`.*  <br> ***Datatype:*** *Float (as ratio)*
+| `ask_strategy.use_order_book` | Enable selling of open trades using [Order Book Asks](#sell-price-with-orderbook-enabled). <br> ***Datatype:*** *Boolean*
 | `ask_strategy.order_book_min` | Bot will scan from the top min to max Order Book Asks searching for a profitable rate. <br>*Defaults to `1`.* <br> ***Datatype:*** *Positive Integer*
 | `ask_strategy.order_book_max` | Bot will scan from the top min to max Order Book Asks searching for a profitable rate. <br>*Defaults to `1`.* <br> ***Datatype:*** *Positive Integer*
 | `ask_strategy.use_sell_signal` | Use sell signals produced by the strategy in addition to the `minimal_roi`. [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `true`.* <br> ***Datatype:*** *Boolean*
@@ -88,9 +88,9 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `telegram.chat_id` | Your personal Telegram account id. Only required if `telegram.enabled` is `true`. **Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
 | `webhook.enabled` | Enable usage of Webhook notifications <br> ***Datatype:*** *Boolean*
 | `webhook.url` | URL for the webhook. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> ***Datatype:*** *String*
-| `webhook.webhookbuy` | Payload to send on buy. Only required if `webhook.enabled` is `true`. See the [webhook documentationV](webhook-config.md) for more details. <br> ***Datatype:*** *String*
-| `webhook.webhooksell` | Payload to send on sell. Only required if `webhook.enabled` is `true`. See the [webhook documentationV](webhook-config.md) for more details. <br> ***Datatype:*** *String*
-| `webhook.webhookstatus` | Payload to send on status calls. Only required if `webhook.enabled` is `true`. See the [webhook documentationV](webhook-config.md) for more details. <br> ***Datatype:*** *String*
+| `webhook.webhookbuy` | Payload to send on buy. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> ***Datatype:*** *String*
+| `webhook.webhooksell` | Payload to send on sell. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> ***Datatype:*** *String*
+| `webhook.webhookstatus` | Payload to send on status calls. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> ***Datatype:*** *String*
 | `api_server.enabled` | Enable usage of API Server. See the [API Server documentation](rest-api.md) for more details. <br> ***Datatype:*** *Boolean*
 | `api_server.listen_ip_address` | Bind IP address. See the [API Server documentation](rest-api.md) for more details. <br> ***Datatype:*** *IPv4*
 | `api_server.listen_port` | Bind Port. See the [API Server documentation](rest-api.md) for more details. <br> ***Datatype:*** *Integer between 1024 and 65535*
@@ -207,13 +207,6 @@ before asking the strategy if we should buy or a sell an asset. After each wait
 every opened trade wether or not we should sell, and for all the remaining pairs (either the dynamic list of pairs or
 the static list of pairs) if we should buy.
 
-### Understand ask_last_balance
-
-The `ask_last_balance` configuration parameter sets the bidding price. Value `0.0` will use `ask` price, `1.0` will
-use the `last` price and values between those interpolate between ask and last
-price. Using `ask` price will guarantee quick success in bid, but bot will also
-end up paying more then would probably have been necessary.
-
 ### Understand order_types
 
 The `order_types` configuration parameter maps actions (`buy`, `sell`, `stoploss`) to order-types (`market`, `limit`, ...) as well as configures stoploss to be on the exchange and defines stoploss on exchange update interval in seconds.
@@ -398,13 +391,15 @@ The valid values are:
 Prices for regular orders can be controlled via the parameter structures `bid_strategy` for Buying, and `ask_strategy` for selling.
 Prices are always retrieved right before an order is placed, either by querying the `fetch_ticker()` endpoint of the exchange (usually `/ticker`), or by using the orderbook.
 
-### Buy price 
+### Buy price
 
 #### Check depth of market
 
-When enabling `bid_strategy.check_depth_of_market=True`, then buy signals will be filtered based on the orderbook size.
+When enabling `bid_strategy.check_depth_of_market.enabled=True`, then buy signals will be filtered based on the orderbook size for each size (sum of all amounts).
+Orderbook bid size is then divided by Orderbook ask size - and the resulting delta is compared to `bid_strategy.check_depth_of_market.bids_to_ask_delta`, and a buy is only executed if the orderbook delta is bigger or equal to the configured delta.
 
-#TODO: Finish this section
+!!! Note:
+    A calculated delta below 1 means that sell order size is greater, while value greater than 1 means buy order size is higher
 
 #### Buy price with Orderbook enabled
 
@@ -413,15 +408,13 @@ When buying with the orderbook enabled (`bid_strategy.use_order_book=True`) - Fr
 #### Buy price without Orderbook
 
 When not using orderbook (`bid_strategy.use_order_book=False`), then Freqtrade will use the best `ask` price based on a call to `fetch_ticker()` if it's below the `last` traded price.
-Otherwise, it'll use the following formula to calculate the rate:
+Otherwise, it'll calculate a rate between `ask` and `last` price.
 
-``` python
-ticker['ask'] + ask_last_balance * (ticker['last'] - ticker['ask'])
-```
+The `bid_strategy.ask_last_balance` configuration parameter controls this. A value of `0.0` will use `ask` price, `1.0` will use the `last` price and values between those interpolate between ask and last
+price.
+Using `ask` price will guarantee quick success in bid, but bot will also end up paying more than what would have been necessary.
 
-This means - it uses the difference between last and ask (which must be negative, since ask was checked to be higher than last) and multiplies this with `bid_strategy.ask_last_balance` - lowering the price by `balance * (difference between last and ask).
-
-### Sell price 
+### Sell price
 
 #### Sell price with Orderbook enabled
 

From 1af962899d3f443b639d6953f406f145f1cab344 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 18 Dec 2019 19:43:37 +0100
Subject: [PATCH 0011/1106] Fix note-box syntax error

---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index ba592d436..8ae824277 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -398,7 +398,7 @@ Prices are always retrieved right before an order is placed, either by querying
 When enabling `bid_strategy.check_depth_of_market.enabled=True`, then buy signals will be filtered based on the orderbook size for each size (sum of all amounts).
 Orderbook bid size is then divided by Orderbook ask size - and the resulting delta is compared to `bid_strategy.check_depth_of_market.bids_to_ask_delta`, and a buy is only executed if the orderbook delta is bigger or equal to the configured delta.
 
-!!! Note:
+!!! Note
     A calculated delta below 1 means that sell order size is greater, while value greater than 1 means buy order size is higher
 
 #### Buy price with Orderbook enabled

From e72c6a0d94d810b2976c4a6729291fe51602db9d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 18 Dec 2019 20:02:15 +0100
Subject: [PATCH 0012/1106] use only first part of the currency to get
 wallet-amount (!!)

---
 freqtrade/freqtradebot.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 4a48bba04..5656268c8 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -903,7 +903,7 @@ class FreqtradeBot:
         :return: amount to sell
         :raise: DependencyException: if available balance is not within 2% of the available amount.
         """
-        wallet_amount = self.wallets.get_free(pair)
+        wallet_amount = self.wallets.get_free(pair.split('/')[0])
         logger.debug(f"{pair} - Wallet: {wallet_amount} - Trade-amount: {amount}")
         if wallet_amount > amount:
             return amount

From 6507a26cc160fdfe99a58fbd92a8e0a197f4edef Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 18 Dec 2019 20:16:53 +0100
Subject: [PATCH 0013/1106] Fix some tests after merge

---
 freqtrade/freqtradebot.py  |  2 +-
 tests/test_freqtradebot.py | 18 ++++++++++++++----
 tests/test_integration.py  |  2 +-
 3 files changed, 16 insertions(+), 6 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 5656268c8..a51ab0dbf 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -898,7 +898,7 @@ class FreqtradeBot:
         Should be trade.amount - but will fall back to the available amount if necessary.
         This should cover cases where get_real_amount() was not able to update the amount
         for whatever reason.
-        :param pair: pair - used for logging
+        :param pair: Pair we're trying to sell
         :param amount: amount we expect to be available
         :return: amount to sell
         :raise: DependencyException: if available balance is not within 2% of the available amount.
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 300d0ad32..cd5c92199 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1682,6 +1682,7 @@ def test_handle_trade(default_conf, limit_buy_order, limit_sell_order, fee, mock
     time.sleep(0.01)  # Race condition fix
     trade.update(limit_buy_order)
     assert trade.is_open is True
+    freqtrade.wallets.update()
 
     patch_get_signal(freqtrade, value=(False, True))
     assert freqtrade.handle_trade(trade) is True
@@ -2549,6 +2550,7 @@ def test_sell_profit_only_enable_profit(default_conf, limit_buy_order,
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
+    freqtrade.wallets.update()
     patch_get_signal(freqtrade, value=(False, True))
     assert freqtrade.handle_trade(trade) is True
     assert trade.sell_reason == SellType.SELL_SIGNAL.value
@@ -2579,6 +2581,7 @@ def test_sell_profit_only_disable_profit(default_conf, limit_buy_order,
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
+    freqtrade.wallets.update()
     patch_get_signal(freqtrade, value=(False, True))
     assert freqtrade.handle_trade(trade) is True
     assert trade.sell_reason == SellType.SELL_SIGNAL.value
@@ -2639,6 +2642,7 @@ def test_sell_profit_only_disable_loss(default_conf, limit_buy_order, fee, mocke
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
+    freqtrade.wallets.update()
     patch_get_signal(freqtrade, value=(False, True))
     assert freqtrade.handle_trade(trade) is True
     assert trade.sell_reason == SellType.SELL_SIGNAL.value
@@ -2676,7 +2680,7 @@ def test_sell_not_enough_balance(default_conf, limit_buy_order,
     assert trade.amount != amnt
 
 
-def test__safe_sell_amount(default_conf, caplog, mocker):
+def test__safe_sell_amount(default_conf, fee, caplog, mocker):
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     amount = 95.33
@@ -2687,7 +2691,9 @@ def test__safe_sell_amount(default_conf, caplog, mocker):
         amount=amount,
         exchange='binance',
         open_rate=0.245441,
-        open_order_id="123456"
+        open_order_id="123456",
+        fee_open=fee.return_value,
+        fee_close=fee.return_value,
     )
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
@@ -2696,7 +2702,7 @@ def test__safe_sell_amount(default_conf, caplog, mocker):
     assert log_has_re(r'.*Falling back to wallet-amount.', caplog)
 
 
-def test__safe_sell_amount_error(default_conf, caplog, mocker):
+def test__safe_sell_amount_error(default_conf, fee, caplog, mocker):
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     amount = 95.33
@@ -2707,7 +2713,9 @@ def test__safe_sell_amount_error(default_conf, caplog, mocker):
         amount=amount,
         exchange='binance',
         open_rate=0.245441,
-        open_order_id="123456"
+        open_order_id="123456",
+        fee_open=fee.return_value,
+        fee_close=fee.return_value,
     )
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
@@ -2775,6 +2783,7 @@ def test_ignore_roi_if_buy_signal(default_conf, limit_buy_order, fee, mocker) ->
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
+    freqtrade.wallets.update()
     patch_get_signal(freqtrade, value=(True, True))
     assert freqtrade.handle_trade(trade) is False
 
@@ -3512,6 +3521,7 @@ def test_order_book_ask_strategy(default_conf, limit_buy_order, limit_sell_order
 
     time.sleep(0.01)  # Race condition fix
     trade.update(limit_buy_order)
+    freqtrade.wallets.update()
     assert trade.is_open is True
 
     patch_get_signal(freqtrade, value=(False, True))
diff --git a/tests/test_integration.py b/tests/test_integration.py
index 728e96d55..2daf13db6 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -71,7 +71,7 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
     )
     mocker.patch("freqtrade.strategy.interface.IStrategy.should_sell", should_sell_mock)
     wallets_mock = mocker.patch("freqtrade.wallets.Wallets.update", MagicMock())
-    mocker.patch("freqtrade.wallets.Wallets.get_free", MagicMock(return_value=1))
+    mocker.patch("freqtrade.wallets.Wallets.get_free", MagicMock(return_value=1000))
 
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
     freqtrade.strategy.order_types['stoploss_on_exchange'] = True

From 0c6b5e01fb4a617d86e1aa9105e1aba960fdd254 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 18 Dec 2019 20:28:36 +0100
Subject: [PATCH 0014/1106] Try with github-token

---
 .github/workflows/ci.yml | 17 +++++++----------
 1 file changed, 7 insertions(+), 10 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index f6a111944..0e86abc9b 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -64,19 +64,16 @@ jobs:
         pip install -e .
 
     - name: Tests
-      env:
-        COVERALLS_REPO_TOKEN: ${{ secrets.COVERALLS_REPO_TOKEN }}
-        COVERALLS_SERVICE_NAME: travis-ci
-        TRAVIS: "true"
       run: |
         pytest --random-order --cov=freqtrade --cov-config=.coveragerc
+
+    - name: Coveralls
+      if: startsWith(matrix.os, 'ubuntu')
+      env:
+        COVERALLS_REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      run: |
         # Allow failure for coveralls
-        # Fake travis environment to get coveralls working correctly
-        export TRAVIS_PULL_REQUEST="https://github.com/${GITHUB_REPOSITORY}/pull/$(cat $GITHUB_EVENT_PATH | jq -r .number)"
-        export TRAVIS_BRANCH=${GITHUB_REF#"ref/heads"}
-        export CI_BRANCH=${GITHUB_REF#"ref/heads"}
-        echo "${TRAVIS_BRANCH}"
-        coveralls || true
+        coveralls -v  || true
 
     - name: Backtesting
       run: |

From 342f3f450b1a201b155994f61ce182cc31721db3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 18 Dec 2019 20:38:21 +0100
Subject: [PATCH 0015/1106] try with coveralls token in yml ...

---
 .github/workflows/ci.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 0e86abc9b..53b2e5440 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -70,7 +70,8 @@ jobs:
     - name: Coveralls
       if: startsWith(matrix.os, 'ubuntu')
       env:
-        COVERALLS_REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        # Coveralls token. Not used as secret due to github not providing secrets to forked repositories
+        COVERALLS_REPO_TOKEN: 6D1m0xupS3FgutfuGao8keFf9Hc0FpIXu
       run: |
         # Allow failure for coveralls
         coveralls -v  || true

From fc5764f9df7c4341c9dd14560822ac4eec7fb6cc Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 19 Dec 2019 19:55:21 +0100
Subject: [PATCH 0016/1106] Edge small cleanup

---
 freqtrade/optimize/edge_cli.py | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/freqtrade/optimize/edge_cli.py b/freqtrade/optimize/edge_cli.py
index a667ebb92..3848623db 100644
--- a/freqtrade/optimize/edge_cli.py
+++ b/freqtrade/optimize/edge_cli.py
@@ -42,11 +42,9 @@ class EdgeCli:
         # Set refresh_pairs to false for edge-cli (it must be true for edge)
         self.edge._refresh_pairs = False
 
-        self.timerange = TimeRange.parse_timerange(None if self.config.get(
+        self.edge._timerange = TimeRange.parse_timerange(None if self.config.get(
             'timerange') is None else str(self.config.get('timerange')))
 
-        self.edge._timerange = self.timerange
-
     def _generate_edge_table(self, results: dict) -> str:
 
         floatfmt = ('s', '.10g', '.2f', '.2f', '.2f', '.2f', 'd', '.d')

From 95bd9e8e0b5785031e70bedd0295cc763b54d541 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 22 Dec 2019 00:17:51 +0300
Subject: [PATCH 0017/1106] No underscores in cli options

---
 docs/bot-usage.md                        | 40 ++++++++++++++----------
 freqtrade/configuration/cli_options.py   |  8 ++---
 freqtrade/configuration/configuration.py |  4 +--
 3 files changed, 29 insertions(+), 23 deletions(-)

diff --git a/docs/bot-usage.md b/docs/bot-usage.md
index 25818aea6..86a990946 100644
--- a/docs/bot-usage.md
+++ b/docs/bot-usage.md
@@ -192,8 +192,8 @@ Backtesting also uses the config specified via `-c/--config`.
 usage: freqtrade backtesting [-h] [-v] [--logfile FILE] [-V] [-c PATH]
                              [-d PATH] [--userdir PATH] [-s NAME]
                              [--strategy-path PATH] [-i TICKER_INTERVAL]
-                             [--timerange TIMERANGE] [--max_open_trades INT]
-                             [--stake_amount STAKE_AMOUNT] [--fee FLOAT]
+                             [--timerange TIMERANGE] [--max-open-trades INT]
+                             [--stake-amount STAKE_AMOUNT] [--fee FLOAT]
                              [--eps] [--dmmp]
                              [--strategy-list STRATEGY_LIST [STRATEGY_LIST ...]]
                              [--export EXPORT] [--export-filename PATH]
@@ -205,10 +205,12 @@ optional arguments:
                         `1d`).
   --timerange TIMERANGE
                         Specify what timerange of data to use.
-  --max_open_trades INT
-                        Specify max_open_trades to use.
-  --stake_amount STAKE_AMOUNT
-                        Specify stake_amount.
+  --max-open-trades INT
+                        Override the value of the `max_open_trades`
+                        configuration setting.
+  --stake-amount STAKE_AMOUNT
+                        Override the value of the `stake_amount` configuration
+                        setting.
   --fee FLOAT           Specify fee ratio. Will be applied twice (on trade
                         entry and exit).
   --eps, --enable-position-stacking
@@ -270,8 +272,8 @@ to find optimal parameter values for your stategy.
 usage: freqtrade hyperopt [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH]
                           [--userdir PATH] [-s NAME] [--strategy-path PATH]
                           [-i TICKER_INTERVAL] [--timerange TIMERANGE]
-                          [--max_open_trades INT]
-                          [--stake_amount STAKE_AMOUNT] [--fee FLOAT]
+                          [--max-open-trades INT]
+                          [--stake-amount STAKE_AMOUNT] [--fee FLOAT]
                           [--hyperopt NAME] [--hyperopt-path PATH] [--eps]
                           [-e INT]
                           [--spaces {all,buy,sell,roi,stoploss} [{all,buy,sell,roi,stoploss} ...]]
@@ -286,10 +288,12 @@ optional arguments:
                         `1d`).
   --timerange TIMERANGE
                         Specify what timerange of data to use.
-  --max_open_trades INT
-                        Specify max_open_trades to use.
-  --stake_amount STAKE_AMOUNT
-                        Specify stake_amount.
+  --max-open-trades INT
+                        Override the value of the `max_open_trades`
+                        configuration setting.
+  --stake-amount STAKE_AMOUNT
+                        Override the value of the `stake_amount` configuration
+                        setting.
   --fee FLOAT           Specify fee ratio. Will be applied twice (on trade
                         entry and exit).
   --hyperopt NAME       Specify hyperopt class name which will be used by the
@@ -360,7 +364,7 @@ To know your trade expectancy and winrate against historical data, you can use E
 usage: freqtrade edge [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH]
                       [--userdir PATH] [-s NAME] [--strategy-path PATH]
                       [-i TICKER_INTERVAL] [--timerange TIMERANGE]
-                      [--max_open_trades INT] [--stake_amount STAKE_AMOUNT]
+                      [--max-open-trades INT] [--stake-amount STAKE_AMOUNT]
                       [--fee FLOAT] [--stoplosses STOPLOSS_RANGE]
 
 optional arguments:
@@ -370,10 +374,12 @@ optional arguments:
                         `1d`).
   --timerange TIMERANGE
                         Specify what timerange of data to use.
-  --max_open_trades INT
-                        Specify max_open_trades to use.
-  --stake_amount STAKE_AMOUNT
-                        Specify stake_amount.
+  --max-open-trades INT
+                        Override the value of the `max_open_trades`
+                        configuration setting.
+  --stake-amount STAKE_AMOUNT
+                        Override the value of the `stake_amount` configuration
+                        setting.
   --fee FLOAT           Specify fee ratio. Will be applied twice (on trade
                         entry and exit).
   --stoplosses STOPLOSS_RANGE
diff --git a/freqtrade/configuration/cli_options.py b/freqtrade/configuration/cli_options.py
index 30902dfe9..4b6429f20 100644
--- a/freqtrade/configuration/cli_options.py
+++ b/freqtrade/configuration/cli_options.py
@@ -118,14 +118,14 @@ AVAILABLE_CLI_OPTIONS = {
         help='Specify what timerange of data to use.',
     ),
     "max_open_trades": Arg(
-        '--max_open_trades',
-        help='Specify max_open_trades to use.',
+        '--max-open-trades',
+        help='Override the value of the `max_open_trades` configuration setting.',
         type=int,
         metavar='INT',
     ),
     "stake_amount": Arg(
-        '--stake_amount',
-        help='Specify stake_amount.',
+        '--stake-amount',
+        help='Override the value of the `stake_amount` configuration setting.',
         type=float,
     ),
     # Backtesting
diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index e517a0558..001e89303 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -223,13 +223,13 @@ class Configuration:
             logger.info('max_open_trades set to unlimited ...')
         elif 'max_open_trades' in self.args and self.args["max_open_trades"]:
             config.update({'max_open_trades': self.args["max_open_trades"]})
-            logger.info('Parameter --max_open_trades detected, '
+            logger.info('Parameter --max-open-trades detected, '
                         'overriding max_open_trades to: %s ...', config.get('max_open_trades'))
         elif config['runmode'] in NON_UTIL_MODES:
             logger.info('Using max_open_trades: %s ...', config.get('max_open_trades'))
 
         self._args_to_config(config, argname='stake_amount',
-                             logstring='Parameter --stake_amount detected, '
+                             logstring='Parameter --stake-amount detected, '
                              'overriding stake_amount to: {} ...')
 
         self._args_to_config(config, argname='fee',

From 9ec4368c6f9cee11cbc72ca5f518fcff57859b02 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Dec 2019 09:20:42 +0100
Subject: [PATCH 0018/1106] Add release documentation

---
 docs/developer.md | 27 ++++++++++++++++++++++++++-
 1 file changed, 26 insertions(+), 1 deletion(-)

diff --git a/docs/developer.md b/docs/developer.md
index 5b07aff03..c679b8a49 100644
--- a/docs/developer.md
+++ b/docs/developer.md
@@ -266,4 +266,29 @@ Once the PR against master is merged (best right after merging):
 * Use the button "Draft a new release" in the Github UI (subsection releases).
 * Use the version-number specified as tag.
 * Use "master" as reference (this step comes after the above PR is merged).
-* Use the above changelog as release comment (as codeblock).
+* Use the above changelog as release comment (as codeblock)
+
+### After-release
+
+* Update version in develop by postfixing that with `-dev` (`2019.6 -> 2019.6-dev`).
+* Create a PR against develop to update that branch.
+
+## Releases
+
+### pypi
+
+To create a pypi release, please run the following commands:
+
+Additional requirement: `wheel`, `twine` (for uploading), account on pypi with proper permissions.
+
+``` bash
+python setup.py sdist bdist_wheel
+
+# For pypi test (to check if some change to the installation did work)
+twine upload --repository-url https://test.pypi.org/legacy/ dist/*
+
+# For production:
+twine upload dist/*
+```
+
+Please don't push non-releases to the productive / real pypi instance.

From c417877eb8d6ad8cc63f9b7585846837f872b701 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 5 Oct 2019 13:41:54 +0200
Subject: [PATCH 0019/1106] sort pytest dependencies

---
 setup.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index 3710bcdc0..29f9db10c 100644
--- a/setup.py
+++ b/setup.py
@@ -59,7 +59,7 @@ setup(name='freqtrade',
       license='GPLv3',
       packages=['freqtrade'],
       setup_requires=['pytest-runner', 'numpy'],
-      tests_require=['pytest', 'pytest-mock', 'pytest-cov'],
+      tests_require=['pytest', 'pytest-asyncio', 'pytest-cov', 'pytest-mock', ],
       install_requires=[
           # from requirements-common.txt
           'ccxt>=1.18.1080',

From 1a73159200278edc3de3f484811c0ecde6dbaaa9 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 23 Oct 2019 06:43:22 +0200
Subject: [PATCH 0020/1106] Modify classifiers

---
 setup.py | 10 +++++++---
 1 file changed, 7 insertions(+), 3 deletions(-)

diff --git a/setup.py b/setup.py
index 29f9db10c..7d8d7b68d 100644
--- a/setup.py
+++ b/setup.py
@@ -99,8 +99,12 @@ setup(name='freqtrade',
           ],
       },
       classifiers=[
-          'Programming Language :: Python :: 3.6',
-          'License :: OSI Approved :: GNU General Public License v3 (GPLv3)',
-          'Topic :: Office/Business :: Financial :: Investment',
+          'Environment :: Console',
           'Intended Audience :: Science/Research',
+          'License :: OSI Approved :: GNU General Public License v3 (GPLv3)',
+          'Programming Language :: Python :: 3.6',
+          'Programming Language :: Python :: 3.7',
+          'Operating System :: MacOS',
+          'Operating System :: Unix',
+          'Topic :: Office/Business :: Financial :: Investment',
       ])

From 1ff0d0f1fa05137560475d7c209768fb30d3aefc Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Dec 2019 09:35:06 +0100
Subject: [PATCH 0021/1106] Add unfilledtimeout to strategy overrides

---
 docs/configuration.md                    | 5 +++--
 freqtrade/resolvers/strategy_resolver.py | 1 +
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 73534b6f1..846c4510d 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -55,8 +55,8 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `trailing_stop_positive` | Changes stoploss once profit has been reached. More details in the [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Float*
 | `trailing_stop_positive_offset` | Offset on when to apply `trailing_stop_positive`. Percentage value which should be positive. More details in the [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `0.0` (no offset).* <br> ***Datatype:*** *Float*
 | `trailing_only_offset_is_reached` | Only apply trailing stoploss when the offset is reached. [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `false`.*  <br> ***Datatype:*** *Boolean*
-| `unfilledtimeout.buy` | **Required.** How long (in minutes) the bot will wait for an unfilled buy order to complete, after which the order will be cancelled.  <br> ***Datatype:*** *Integer*
-| `unfilledtimeout.sell` | **Required.** How long (in minutes) the bot will wait for an unfilled sell order to complete, after which the order will be cancelled. <br> ***Datatype:*** *Integer*
+| `unfilledtimeout.buy` | **Required.** How long (in minutes) the bot will wait for an unfilled buy order to complete, after which the order will be cancelled. [Strategy Override](#parameters-in-the-strategy).<br> ***Datatype:*** *Integer*
+| `unfilledtimeout.sell` | **Required.** How long (in minutes) the bot will wait for an unfilled sell order to complete, after which the order will be cancelled. [Strategy Override](#parameters-in-the-strategy).<br> ***Datatype:*** *Integer*
 | `bid_strategy.ask_last_balance` | **Required.** Set the bidding price. More information [below](#understand-ask_last_balance). 
 | `bid_strategy.use_order_book` | Enable buying using the rates in Order Book Bids. <br> ***Datatype:*** *Boolean*
 | `bid_strategy.order_book_top` | Bot will use the top N rate in Order Book Bids. I.e. a value of 2 will allow the bot to pick the 2nd bid rate in Order Book Bids.  *Defaults to `1`.*  <br> ***Datatype:*** *Positive Integer*
@@ -124,6 +124,7 @@ Values set in the configuration file always overwrite values set in the strategy
 * `order_time_in_force`
 * `stake_currency`
 * `stake_amount`
+* `unfilledtimeout`
 * `use_sell_signal` (ask_strategy)
 * `sell_profit_only` (ask_strategy)
 * `ignore_roi_if_buy_signal` (ask_strategy)
diff --git a/freqtrade/resolvers/strategy_resolver.py b/freqtrade/resolvers/strategy_resolver.py
index 9a76b9b74..a2d14fbf3 100644
--- a/freqtrade/resolvers/strategy_resolver.py
+++ b/freqtrade/resolvers/strategy_resolver.py
@@ -61,6 +61,7 @@ class StrategyResolver(IResolver):
                       ("stake_currency",                  None,        False),
                       ("stake_amount",                    None,        False),
                       ("startup_candle_count",            None,        False),
+                      ("unfilledtimeout",                 None,        False),
                       ("use_sell_signal",                 True,        True),
                       ("sell_profit_only",                False,       True),
                       ("ignore_roi_if_buy_signal",        False,       True),

From 9835312033a300dce9bae1e92381b5bcffbdfa48 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Dec 2019 09:46:00 +0100
Subject: [PATCH 0022/1106] Improve pair_lock handling

---
 freqtrade/strategy/interface.py  | 15 ++++++++++++++-
 tests/strategy/test_interface.py | 13 +++++++++++++
 2 files changed, 27 insertions(+), 1 deletion(-)

diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index 985ff37de..4f2e990d2 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -168,11 +168,24 @@ class IStrategy(ABC):
         """
         Locks pair until a given timestamp happens.
         Locked pairs are not analyzed, and are prevented from opening new trades.
+        Locks can only count up (allowing users to lock pairs for a longer period of time).
+        To remove a lock from a pair, use `unlock_pair()`
         :param pair: Pair to lock
         :param until: datetime in UTC until the pair should be blocked from opening new trades.
                 Needs to be timezone aware `datetime.now(timezone.utc)`
         """
-        self._pair_locked_until[pair] = until
+        if pair not in self._pair_locked_until or self._pair_locked_until[pair] < until:
+            self._pair_locked_until[pair] = until
+
+    def unlock_pair(self, pair) -> None:
+        """
+        Unlocks a pair previously locked using lock_pair.
+        Not used by freqtrade itself, but intended to be used if users lock pairs
+        manually from within the strategy, to allow an easy way to unlock pairs.
+        :param pair: Unlock pair to allow trading again
+        """
+        if pair in self._pair_locked_until:
+            del self._pair_locked_until[pair]
 
     def is_pair_locked(self, pair: str) -> bool:
         """
diff --git a/tests/strategy/test_interface.py b/tests/strategy/test_interface.py
index 605622b8f..89c38bda1 100644
--- a/tests/strategy/test_interface.py
+++ b/tests/strategy/test_interface.py
@@ -302,6 +302,19 @@ def test_is_pair_locked(default_conf):
     # ETH/BTC locked for 4 minutes
     assert strategy.is_pair_locked(pair)
 
+    # Test lock does not change
+    lock = strategy._pair_locked_until[pair]
+    strategy.lock_pair(pair, arrow.utcnow().shift(minutes=2).datetime)
+    assert lock == strategy._pair_locked_until[pair]
+
     # XRP/BTC should not be locked now
     pair = 'XRP/BTC'
     assert not strategy.is_pair_locked(pair)
+
+    # Unlocking a pair that's not locked should not raise an error
+    strategy.unlock_pair(pair)
+
+    # Unlock original pair
+    pair = 'ETH/BTC'
+    strategy.unlock_pair(pair)
+    assert not strategy.is_pair_locked(pair)

From 89b4f45fe353773cafe09fb9a18a941a7b1cfb9b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Dec 2019 09:47:37 +0100
Subject: [PATCH 0023/1106] Remove section about strategy template - use
 new-strategy intead

---
 docs/strategy-customization.md | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index 4efca7d2f..c4a477f80 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -479,11 +479,6 @@ def populate_buy_trend(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
 
 Printing more than a few rows is also possible (simply use  `print(dataframe)` instead of `print(dataframe.tail())`), however not recommended, as that will be very verbose (~500 lines per pair every 5 seconds).
 
-### Where can i find a strategy template?
-
-The strategy template is located in the file
-[user_data/strategies/sample_strategy.py](https://github.com/freqtrade/freqtrade/blob/develop/freqtrade/templates/sample_strategy.py).
-
 ### Specify custom strategy location
 
 If you want to use a strategy from a different directory you can pass `--strategy-path`

From a71deeda94f4c55ae1a8f30d10d034ffb0acbcd4 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Dec 2019 09:55:40 +0100
Subject: [PATCH 0024/1106] Document lock-pair implementation

---
 docs/strategy-customization.md | 43 ++++++++++++++++++++++++++++++++++
 1 file changed, 43 insertions(+)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index c4a477f80..011f64d70 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -455,6 +455,49 @@ Sample return value: ETH/BTC had 5 trades, with a total profit of 1.5% (ratio of
 !!! Warning
     Trade history is not available during backtesting or hyperopt.
 
+### Prevent trades from happening for a specific pair
+
+Freqtrade locks pairs automatically for the current candle (until that candle is over) when a pair is sold, preventing an immediate re-buy of that pair.
+
+Locked pairs will show the message `Pair <pair> is currently locked.`.
+
+#### Locking pairs from within the strategy
+
+Sometimes it may be desired to lock a pair after certain events happen (e.g. multiple losing trades in a row).
+
+Freqtrade has an easy method to do this from within the strategy, by calling `self.lock_pair(pair, until)`.
+Until should be a time in the future, after which trading will be reenabled for that pair.
+
+Locks can also be lifted manually, by calling `self.unlock_pair(pair)`.
+
+!!! Note
+    Locked pairs are not persisted, so a restart of the bot, or calling `/reload_conf` will reset locked pairs.
+
+!!! Warning
+    Locking pairs is not functional during backtesting.
+
+##### Pair locking example
+
+``` python
+from freqtrade.persistence import Trade
+from datetime import timedelta, datetime, timezone
+# Put the above lines a the top of the strategy file, next to all the other imports
+# --------
+
+# Within populate indicators (or populate_buy):
+if self.config['runmode'] in ('live', 'dry_run'):
+   # fetch closed trades for the last 2 days
+    trades = Trade.get_trades([Trade.pair == metadata['pair'],
+                               Trade.open_date > datetime.utcnow() - timedelta(days=2),
+                               Trade.is_open == False,
+                ]).all()
+    # Analyze the conditions you'd like to lock the pair .... will probably be different for every strategy
+    sumprofit = sum(trade.close_profit for trade in trades)
+    if sumprofit < 0:
+        # Lock pair for 2 days
+        self.lock_pair(metadata['pair'], until=datetime.now(timezone.utc) + timedelta(days=2))
+```
+
 ### Print created dataframe
 
 To inspect the created dataframe, you can issue a print-statement in either `populate_buy_trend()` or `populate_sell_trend()`.

From 43c25c8a328edf307dc979be0ae88a3cd3d508f8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Dec 2019 09:59:25 +0100
Subject: [PATCH 0025/1106] add documentation for is_pair_locked

---
 docs/strategy-customization.md | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index 011f64d70..129939b25 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -466,10 +466,12 @@ Locked pairs will show the message `Pair <pair> is currently locked.`.
 Sometimes it may be desired to lock a pair after certain events happen (e.g. multiple losing trades in a row).
 
 Freqtrade has an easy method to do this from within the strategy, by calling `self.lock_pair(pair, until)`.
-Until should be a time in the future, after which trading will be reenabled for that pair.
+`until` must be a datetime object in the future, after which trading will be reenabled for that pair.
 
 Locks can also be lifted manually, by calling `self.unlock_pair(pair)`.
 
+To verify if a pair is currently locked, use `self.is_pair_locked(pair)`.
+
 !!! Note
     Locked pairs are not persisted, so a restart of the bot, or calling `/reload_conf` will reset locked pairs.
 

From ffd7034c005ead82a79e4a60e20e23e225953141 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Dec 2019 10:16:16 +0100
Subject: [PATCH 0026/1106] Persist dry-run trade per default

---
 freqtrade/constants.py    | 2 +-
 tests/test_persistence.py | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 5c7190b41..d7c6249d5 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -10,7 +10,7 @@ HYPEROPT_EPOCH = 100  # epochs
 RETRY_TIMEOUT = 30  # sec
 DEFAULT_HYPEROPT_LOSS = 'DefaultHyperOptLoss'
 DEFAULT_DB_PROD_URL = 'sqlite:///tradesv3.sqlite'
-DEFAULT_DB_DRYRUN_URL = 'sqlite://'
+DEFAULT_DB_DRYRUN_URL = 'sqlite:///tradesv3.dryrun.sqlite'
 UNLIMITED_STAKE_AMOUNT = 'unlimited'
 DEFAULT_AMOUNT_RESERVE_PERCENT = 0.05
 REQUIRED_ORDERTIF = ['buy', 'sell']
diff --git a/tests/test_persistence.py b/tests/test_persistence.py
index 25ad8b6a7..b9a636e1a 100644
--- a/tests/test_persistence.py
+++ b/tests/test_persistence.py
@@ -100,7 +100,7 @@ def test_init_dryrun_db(default_conf, mocker):
 
     init(default_conf['db_url'], default_conf['dry_run'])
     assert create_engine_mock.call_count == 1
-    assert create_engine_mock.mock_calls[0][1][0] == 'sqlite://'
+    assert create_engine_mock.mock_calls[0][1][0] == 'sqlite:///tradesv3.dryrun.sqlite'
 
 
 @pytest.mark.usefixtures("init_persistence")

From dc567f99d67e5a82026fd3a5ff3002323ac51b24 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Dec 2019 10:16:49 +0100
Subject: [PATCH 0027/1106] Update documentation to new handling of dry-mode
 database

---
 docs/bot-usage.md     |  8 +++--
 docs/configuration.md |  2 +-
 docs/docker.md        |  3 +-
 docs/plotting.md      | 72 +++++++++++++++++--------------------------
 4 files changed, 37 insertions(+), 48 deletions(-)

diff --git a/docs/bot-usage.md b/docs/bot-usage.md
index 86a990946..e856755d2 100644
--- a/docs/bot-usage.md
+++ b/docs/bot-usage.md
@@ -45,14 +45,17 @@ optional arguments:
   -h, --help            show this help message and exit
   --db-url PATH         Override trades database URL, this is useful in custom
                         deployments (default: `sqlite:///tradesv3.sqlite` for
-                        Live Run mode, `sqlite://` for Dry Run).
+                        Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for
+                        Dry Run).
   --sd-notify           Notify systemd service manager.
   --dry-run             Enforce dry-run for trading (removes Exchange secrets
                         and simulates trades).
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
-  --logfile FILE        Log to the file specified.
+  --logfile FILE        Log to the file specified. Special values are:
+                        'syslog', 'journald'. See the documentation for more
+                        details.
   -V, --version         show program's version number and exit
   -c PATH, --config PATH
                         Specify configuration file (default: `config.json`).
@@ -68,6 +71,7 @@ Strategy arguments:
                         Specify strategy class name which will be used by the
                         bot.
   --strategy-path PATH  Specify additional strategy lookup path.
+
 ```
 
 ### How to specify which configuration file be used?
diff --git a/docs/configuration.md b/docs/configuration.md
index 73534b6f1..fbd4c9815 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -96,7 +96,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `api_server.listen_port` | Bind Port. See the [API Server documentation](rest-api.md) for more details. <br> ***Datatype:*** *Integer between 1024 and 65535*
 | `api_server.username` | Username for API server. See the [API Server documentation](rest-api.md) for more details. **Keep it in secret, do not disclose publicly.**<br> ***Datatype:*** *String*
 | `api_server.password` | Password for API server. See the [API Server documentation](rest-api.md) for more details. **Keep it in secret, do not disclose publicly.**<br> ***Datatype:*** *String*
-| `db_url` | Declares database URL to use. NOTE: This defaults to `sqlite://` if `dry_run` is `true`, and to `sqlite:///tradesv3.sqlite` for production instances. <br> ***Datatype:*** *String, SQLAlchemy connect string*
+| `db_url` | Declares database URL to use. NOTE: This defaults to `sqlite:///tradesv3.dryrun.sqlite` if `dry_run` is `true`, and to `sqlite:///tradesv3.sqlite` for production instances. <br> ***Datatype:*** *String, SQLAlchemy connect string*
 | `initial_state` | Defines the initial application state. More information below. <br>*Defaults to `stopped`.* <br> ***Datatype:*** *Enum, either `stopped` or `running`*
 | `forcebuy_enable` | Enables the RPC Commands to force a buy. More information below. <br> ***Datatype:*** *Boolean*
 | `strategy` | **Required** Defines Strategy class to use. Recommended to be set via `--strategy NAME`. <br> ***Datatype:*** *ClassName*
diff --git a/docs/docker.md b/docs/docker.md
index ff5bf7f25..d1684abc5 100644
--- a/docs/docker.md
+++ b/docs/docker.md
@@ -164,8 +164,7 @@ docker run -d \
 ```
 
 !!! Note
-    db-url defaults to `sqlite:///tradesv3.sqlite` but it defaults to `sqlite://` if `dry_run=True` is being used.
-    To override this behaviour use a custom db-url value: i.e.: `--db-url sqlite:///tradesv3.dryrun.sqlite`
+    When using docker, it's best to specify `--db-url` explicitly to ensure that the database URL and the mounted database file match.
 
 !!! Note
     All available bot command line parameters can be added to the end of the `docker run` command.
diff --git a/docs/plotting.md b/docs/plotting.md
index 982a5cd65..ba737562f 100644
--- a/docs/plotting.md
+++ b/docs/plotting.md
@@ -23,58 +23,43 @@ The `freqtrade plot-dataframe` subcommand shows an interactive graph with three
 Possible arguments:
 
 ```
-usage: freqtrade plot-dataframe [-h] [-v] [--logfile FILE] [-V] [-c PATH]
-                                [-d PATH] [--userdir PATH] [-s NAME]
-                                [--strategy-path PATH] [-p PAIRS [PAIRS ...]]
-                                [--indicators1 INDICATORS1 [INDICATORS1 ...]]
-                                [--indicators2 INDICATORS2 [INDICATORS2 ...]]
-                                [--plot-limit INT] [--db-url PATH]
-                                [--trade-source {DB,file}] [--export EXPORT]
-                                [--export-filename PATH]
-                                [--timerange TIMERANGE] [-i TICKER_INTERVAL]
+usage: freqtrade plot-dataframe [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH] [--userdir PATH] [-s NAME]
+                                [--strategy-path PATH] [-p PAIRS [PAIRS ...]] [--indicators1 INDICATORS1 [INDICATORS1 ...]]
+                                [--indicators2 INDICATORS2 [INDICATORS2 ...]] [--plot-limit INT] [--db-url PATH]
+                                [--trade-source {DB,file}] [--export EXPORT] [--export-filename PATH] [--timerange TIMERANGE]
+                                [-i TICKER_INTERVAL]
 
 optional arguments:
   -h, --help            show this help message and exit
   -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
-                        Show profits for only these pairs. Pairs are space-
-                        separated.
+                        Show profits for only these pairs. Pairs are space-separated.
   --indicators1 INDICATORS1 [INDICATORS1 ...]
-                        Set indicators from your strategy you want in the
-                        first row of the graph. Space-separated list. Example:
+                        Set indicators from your strategy you want in the first row of the graph. Space-separated list. Example:
                         `ema3 ema5`. Default: `['sma', 'ema3', 'ema5']`.
   --indicators2 INDICATORS2 [INDICATORS2 ...]
-                        Set indicators from your strategy you want in the
-                        third row of the graph. Space-separated list. Example:
+                        Set indicators from your strategy you want in the third row of the graph. Space-separated list. Example:
                         `fastd fastk`. Default: `['macd', 'macdsignal']`.
-  --plot-limit INT      Specify tick limit for plotting. Notice: too high
-                        values cause huge files. Default: 750.
-  --db-url PATH         Override trades database URL, this is useful in custom
-                        deployments (default: `sqlite:///tradesv3.sqlite` for
-                        Live Run mode, `sqlite://` for Dry Run).
+  --plot-limit INT      Specify tick limit for plotting. Notice: too high values cause huge files. Default: 750.
+  --db-url PATH         Override trades database URL, this is useful in custom deployments (default: `sqlite:///tradesv3.sqlite`
+                        for Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for Dry Run).
   --trade-source {DB,file}
-                        Specify the source for trades (Can be DB or file
-                        (backtest file)) Default: file
-  --export EXPORT       Export backtest results, argument are: trades.
-                        Example: `--export=trades`
+                        Specify the source for trades (Can be DB or file (backtest file)) Default: file
+  --export EXPORT       Export backtest results, argument are: trades. Example: `--export=trades`
   --export-filename PATH
-                        Save backtest results to the file with this filename
-                        (default: `user_data/backtest_results/backtest-
-                        result.json`). Requires `--export` to be set as well.
-                        Example: `--export-filename=user_data/backtest_results
-                        /backtest_today.json`
+                        Save backtest results to the file with this filename. Requires `--export` to be set as well. Example:
+                        `--export-filename=user_data/backtest_results/backtest_today.json`
   --timerange TIMERANGE
                         Specify what timerange of data to use.
   -i TICKER_INTERVAL, --ticker-interval TICKER_INTERVAL
-                        Specify ticker interval (`1m`, `5m`, `30m`, `1h`,
-                        `1d`).
+                        Specify ticker interval (`1m`, `5m`, `30m`, `1h`, `1d`).
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
-  --logfile FILE        Log to the file specified.
+  --logfile FILE        Log to the file specified. Special values are: 'syslog', 'journald'. See the documentation for more
+                        details.
   -V, --version         show program's version number and exit
   -c PATH, --config PATH
-                        Specify configuration file (default: `config.json`).
-                        Multiple --config options may be used. Can be set to
+                        Specify configuration file (default: `config.json`). Multiple --config options may be used. Can be set to
                         `-` to read config from stdin.
   -d PATH, --datadir PATH
                         Path to directory with historical backtesting data.
@@ -83,8 +68,7 @@ Common arguments:
 
 Strategy arguments:
   -s NAME, --strategy NAME
-                        Specify strategy class name (default:
-                        `DefaultStrategy`).
+                        Specify strategy class name which will be used by the bot.
   --strategy-path PATH  Specify additional strategy lookup path.
 
 ```
@@ -173,14 +157,14 @@ optional arguments:
   --export EXPORT       Export backtest results, argument are: trades.
                         Example: `--export=trades`
   --export-filename PATH
-                        Save backtest results to the file with this filename
-                        (default: `user_data/backtest_results/backtest-
-                        result.json`). Requires `--export` to be set as well.
-                        Example: `--export-filename=user_data/backtest_results
-                        /backtest_today.json`
+                        Save backtest results to the file with this filename.
+                        Requires `--export` to be set as well. Example:
+                        `--export-filename=user_data/backtest_results/backtest
+                        _today.json`
   --db-url PATH         Override trades database URL, this is useful in custom
                         deployments (default: `sqlite:///tradesv3.sqlite` for
-                        Live Run mode, `sqlite://` for Dry Run).
+                        Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for
+                        Dry Run).
   --trade-source {DB,file}
                         Specify the source for trades (Can be DB or file
                         (backtest file)) Default: file
@@ -190,7 +174,9 @@ optional arguments:
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
-  --logfile FILE        Log to the file specified.
+  --logfile FILE        Log to the file specified. Special values are:
+                        'syslog', 'journald'. See the documentation for more
+                        details.
   -V, --version         show program's version number and exit
   -c PATH, --config PATH
                         Specify configuration file (default: `config.json`).

From 2195ae59d6227de123a85a1a547be0d956b49656 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Dec 2019 12:49:01 +0100
Subject: [PATCH 0028/1106] Use different time offsets to avoid confusion

---
 docs/strategy-customization.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index 129939b25..d59b097d7 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -476,7 +476,7 @@ To verify if a pair is currently locked, use `self.is_pair_locked(pair)`.
     Locked pairs are not persisted, so a restart of the bot, or calling `/reload_conf` will reset locked pairs.
 
 !!! Warning
-    Locking pairs is not functional during backtesting.
+    Locking pairs is not functioning during backtesting.
 
 ##### Pair locking example
 
@@ -496,8 +496,8 @@ if self.config['runmode'] in ('live', 'dry_run'):
     # Analyze the conditions you'd like to lock the pair .... will probably be different for every strategy
     sumprofit = sum(trade.close_profit for trade in trades)
     if sumprofit < 0:
-        # Lock pair for 2 days
-        self.lock_pair(metadata['pair'], until=datetime.now(timezone.utc) + timedelta(days=2))
+        # Lock pair for 12 hours
+        self.lock_pair(metadata['pair'], until=datetime.now(timezone.utc) + timedelta(hours=12))
 ```
 
 ### Print created dataframe

From 76a93fabc7027f80b5a45b6365b36891d127d1aa Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 23 Dec 2019 06:26:13 +0000
Subject: [PATCH 0029/1106] Bump python from 3.7.5-slim-stretch to
 3.7.6-slim-stretch

Bumps python from 3.7.5-slim-stretch to 3.7.6-slim-stretch.

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index dc9b04403..f631d891d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.7.5-slim-stretch
+FROM python:3.7.6-slim-stretch
 
 RUN apt-get update \
     && apt-get -y install curl build-essential libssl-dev \

From 8f17b81329ea59ab7ad45a89501b9f42f79b32f4 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 23 Dec 2019 07:37:04 +0000
Subject: [PATCH 0030/1106] Bump ccxt from 1.20.84 to 1.21.12

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.20.84 to 1.21.12.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/CHANGELOG.md)
- [Commits](https://github.com/ccxt/ccxt/compare/1.20.84...1.21.12)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index a6d9a6f5e..ed6d68742 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.20.84
+ccxt==1.21.12
 SQLAlchemy==1.3.11
 python-telegram-bot==12.2.0
 arrow==0.15.4

From 20ad8a379d51f29d3e00a1f7c3a8cdfbf33ed64b Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 23 Dec 2019 07:38:05 +0000
Subject: [PATCH 0031/1106] Bump numpy from 1.17.4 to 1.18.0

Bumps [numpy](https://github.com/numpy/numpy) from 1.17.4 to 1.18.0.
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/master/doc/HOWTO_RELEASE.rst.txt)
- [Commits](https://github.com/numpy/numpy/compare/v1.17.4...v1.18.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index ebf27abd4..e0e2942b1 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
 # Load common requirements
 -r requirements-common.txt
 
-numpy==1.17.4
+numpy==1.18.0
 pandas==0.25.3

From 31a7e9feedb72675845f8e1e1cf2fb29e91d8bc7 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 23 Dec 2019 07:38:10 +0000
Subject: [PATCH 0032/1106] Bump mypy from 0.750 to 0.761

Bumps [mypy](https://github.com/python/mypy) from 0.750 to 0.761.
- [Release notes](https://github.com/python/mypy/releases)
- [Commits](https://github.com/python/mypy/compare/v0.750...v0.761)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index fe5b4e369..1357bba00 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -7,7 +7,7 @@ coveralls==1.9.2
 flake8==3.7.9
 flake8-type-annotations==0.1.0
 flake8-tidy-imports==3.1.0
-mypy==0.750
+mypy==0.761
 pytest==5.3.2
 pytest-asyncio==0.10.0
 pytest-cov==2.8.1

From 9cfbe98a237549bef2c3d3e87e2d6a933911b8b0 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 23 Dec 2019 07:39:25 +0000
Subject: [PATCH 0033/1106] Bump scipy from 1.3.3 to 1.4.1

Bumps [scipy](https://github.com/scipy/scipy) from 1.3.3 to 1.4.1.
- [Release notes](https://github.com/scipy/scipy/releases)
- [Commits](https://github.com/scipy/scipy/compare/v1.3.3...v1.4.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-hyperopt.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-hyperopt.txt b/requirements-hyperopt.txt
index b2428e37d..9b408dbed 100644
--- a/requirements-hyperopt.txt
+++ b/requirements-hyperopt.txt
@@ -2,7 +2,7 @@
 -r requirements.txt
 
 # Required for hyperopt
-scipy==1.3.3
+scipy==1.4.1
 scikit-learn==0.22
 scikit-optimize==0.5.2
 filelock==3.0.12

From 779278ed507d1f7f9070ee50f8349b720b499869 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 23 Dec 2019 08:28:05 +0000
Subject: [PATCH 0034/1106] Bump sqlalchemy from 1.3.11 to 1.3.12

Bumps [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) from 1.3.11 to 1.3.12.
- [Release notes](https://github.com/sqlalchemy/sqlalchemy/releases)
- [Changelog](https://github.com/sqlalchemy/sqlalchemy/blob/master/CHANGES)
- [Commits](https://github.com/sqlalchemy/sqlalchemy/commits)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index ed6d68742..9d0fd4756 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,7 +1,7 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
 ccxt==1.21.12
-SQLAlchemy==1.3.11
+SQLAlchemy==1.3.12
 python-telegram-bot==12.2.0
 arrow==0.15.4
 cachetools==4.0.0

From 1c5f8070e547d3c1766779697e553efa47742d42 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Dec 2019 09:53:55 +0100
Subject: [PATCH 0035/1106] Refactor build_paths to staticmethod

---
 freqtrade/resolvers/iresolver.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index 3bad42fd9..0b986debb 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -17,7 +17,8 @@ class IResolver:
     This class contains all the logic to load custom classes
     """
 
-    def build_search_paths(self, config, current_path: Path, user_subdir: Optional[str] = None,
+    @staticmethod
+    def build_search_paths(config, current_path: Path, user_subdir: Optional[str] = None,
                            extra_dir: Optional[str] = None) -> List[Path]:
 
         abs_paths: List[Path] = [current_path]

From 5fefa9e97c01b83accd9ddd8c44bad83f331304d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Dec 2019 09:56:12 +0100
Subject: [PATCH 0036/1106] Convert PairlistResolver to static loader

---
 freqtrade/pairlist/pairlistmanager.py    | 14 ++++----
 freqtrade/resolvers/pairlist_resolver.py | 43 ++++++++++++++----------
 tests/pairlist/test_pairlist.py          |  2 +-
 3 files changed, 34 insertions(+), 25 deletions(-)

diff --git a/freqtrade/pairlist/pairlistmanager.py b/freqtrade/pairlist/pairlistmanager.py
index fa5382c37..1530710d2 100644
--- a/freqtrade/pairlist/pairlistmanager.py
+++ b/freqtrade/pairlist/pairlistmanager.py
@@ -28,13 +28,13 @@ class PairListManager():
             if 'method' not in pl:
                 logger.warning(f"No method in {pl}")
                 continue
-            pairl = PairListResolver(pl.get('method'),
-                                     exchange=exchange,
-                                     pairlistmanager=self,
-                                     config=config,
-                                     pairlistconfig=pl,
-                                     pairlist_pos=len(self._pairlists)
-                                     ).pairlist
+            pairl = PairListResolver.load_pairlist(pl.get('method'),
+                                                   exchange=exchange,
+                                                   pairlistmanager=self,
+                                                   config=config,
+                                                   pairlistconfig=pl,
+                                                   pairlist_pos=len(self._pairlists)
+                                                   )
             self._tickers_needed = pairl.needstickers or self._tickers_needed
             self._pairlists.append(pairl)
 
diff --git a/freqtrade/resolvers/pairlist_resolver.py b/freqtrade/resolvers/pairlist_resolver.py
index d849f4ffb..5b5bcee3a 100644
--- a/freqtrade/resolvers/pairlist_resolver.py
+++ b/freqtrade/resolvers/pairlist_resolver.py
@@ -18,23 +18,32 @@ class PairListResolver(IResolver):
     This class contains all the logic to load custom PairList class
     """
 
-    __slots__ = ['pairlist']
+    __slots__ = []
 
-    def __init__(self, pairlist_name: str, exchange, pairlistmanager,
-                 config: dict, pairlistconfig: dict, pairlist_pos: int) -> None:
+    @staticmethod
+    def load_pairlist(pairlist_name: str, exchange, pairlistmanager,
+                      config: dict, pairlistconfig: dict, pairlist_pos: int) -> IPairList:
         """
-        Load the custom class from config parameter
-        :param config: configuration dictionary or None
+        Load the pairlist with pairlist_name
+        :param pairlist_name: Classname of the pairlist
+        :param exchange: Initialized exchange class
+        :param pairlistmanager: Initialized pairlist manager
+        :param config: configuration dictionary
+        :param pairlistconfig: Configuration dedicated to this pairlist
+        :param pairlist_pos: Position of the pairlist in the list of pairlists
+        :return: initialized Pairlist class
         """
-        self.pairlist = self._load_pairlist(pairlist_name, config,
-                                            kwargs={'exchange': exchange,
-                                                    'pairlistmanager': pairlistmanager,
-                                                    'config': config,
-                                                    'pairlistconfig': pairlistconfig,
-                                                    'pairlist_pos': pairlist_pos})
 
-    def _load_pairlist(
-            self, pairlist_name: str, config: dict, kwargs: dict) -> IPairList:
+        return PairListResolver._load_pairlist(pairlist_name, config,
+                                               kwargs={'exchange': exchange,
+                                                       'pairlistmanager': pairlistmanager,
+                                                       'config': config,
+                                                       'pairlistconfig': pairlistconfig,
+                                                       'pairlist_pos': pairlist_pos})
+
+
+    @staticmethod
+    def _load_pairlist(pairlist_name: str, config: dict, kwargs: dict) -> IPairList:
         """
         Search and loads the specified pairlist.
         :param pairlist_name: name of the module to import
@@ -44,11 +53,11 @@ class PairListResolver(IResolver):
         """
         current_path = Path(__file__).parent.parent.joinpath('pairlist').resolve()
 
-        abs_paths = self.build_search_paths(config, current_path=current_path,
-                                            user_subdir=None, extra_dir=None)
+        abs_paths = IResolver.build_search_paths(config, current_path=current_path,
+                                                 user_subdir=None, extra_dir=None)
 
-        pairlist = self._load_object(paths=abs_paths, object_type=IPairList,
-                                     object_name=pairlist_name, kwargs=kwargs)
+        pairlist = IResolver._load_object(paths=abs_paths, object_type=IPairList,
+                                          object_name=pairlist_name, kwargs=kwargs)
         if pairlist:
             return pairlist
         raise OperationalException(
diff --git a/tests/pairlist/test_pairlist.py b/tests/pairlist/test_pairlist.py
index 43285cdb1..e7f098777 100644
--- a/tests/pairlist/test_pairlist.py
+++ b/tests/pairlist/test_pairlist.py
@@ -53,7 +53,7 @@ def test_load_pairlist_noexist(mocker, markets, default_conf):
     with pytest.raises(OperationalException,
                        match=r"Impossible to load Pairlist 'NonexistingPairList'. "
                              r"This class does not exist or contains Python code errors."):
-        PairListResolver('NonexistingPairList', bot.exchange, plm, default_conf, {}, 1)
+        PairListResolver.load_pairlist('NonexistingPairList', bot.exchange, plm, default_conf, {}, 1)
 
 
 def test_refresh_market_pair_not_in_whitelist(mocker, markets, static_pl_conf):

From 560acb7cea6fa34bcf1eb0473cc373970fb97fd0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Dec 2019 10:03:18 +0100
Subject: [PATCH 0037/1106] Convert ExchangeResolver to static loader class

---
 freqtrade/freqtradebot.py                |  2 +-
 freqtrade/optimize/backtesting.py        |  2 +-
 freqtrade/resolvers/exchange_resolver.py | 20 +++++++++++---------
 freqtrade/resolvers/pairlist_resolver.py |  3 ---
 freqtrade/utils.py                       |  8 ++++----
 tests/conftest.py                        |  2 +-
 tests/exchange/test_exchange.py          |  8 ++++----
 tests/pairlist/test_pairlist.py          |  3 ++-
 8 files changed, 24 insertions(+), 24 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 8ae027fa2..001b7f02d 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -60,7 +60,7 @@ class FreqtradeBot:
         # Check config consistency here since strategies can set certain options
         validate_config_consistency(config)
 
-        self.exchange = ExchangeResolver(self.config['exchange']['name'], self.config).exchange
+        self.exchange = ExchangeResolver.load_exchange(self.config['exchange']['name'], self.config)
 
         persistence.init(self.config.get('db_url', None),
                          clean_open_orders=self.config.get('dry_run', False))
diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 726257cdd..bab997cb1 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -60,7 +60,7 @@ class Backtesting:
         # Reset keys for backtesting
         remove_credentials(self.config)
         self.strategylist: List[IStrategy] = []
-        self.exchange = ExchangeResolver(self.config['exchange']['name'], self.config).exchange
+        self.exchange = ExchangeResolver.load_exchange(self.config['exchange']['name'], self.config)
 
         if config.get('fee'):
             self.fee = config['fee']
diff --git a/freqtrade/resolvers/exchange_resolver.py b/freqtrade/resolvers/exchange_resolver.py
index 60f37b1c9..e28a5cf80 100644
--- a/freqtrade/resolvers/exchange_resolver.py
+++ b/freqtrade/resolvers/exchange_resolver.py
@@ -15,9 +15,8 @@ class ExchangeResolver(IResolver):
     This class contains all the logic to load a custom exchange class
     """
 
-    __slots__ = ['exchange']
-
-    def __init__(self, exchange_name: str, config: dict, validate: bool = True) -> None:
+    @staticmethod
+    def load_exchange(exchange_name: str, config: dict, validate: bool = True) -> Exchange:
         """
         Load the custom class from config parameter
         :param config: configuration dictionary
@@ -25,17 +24,20 @@ class ExchangeResolver(IResolver):
         # Map exchange name to avoid duplicate classes for identical exchanges
         exchange_name = MAP_EXCHANGE_CHILDCLASS.get(exchange_name, exchange_name)
         exchange_name = exchange_name.title()
+        exchange = None
         try:
-            self.exchange = self._load_exchange(exchange_name, kwargs={'config': config,
-                                                                       'validate': validate})
+            exchange = ExchangeResolver._load_exchange(exchange_name,
+                                                       kwargs={'config': config,
+                                                               'validate': validate})
         except ImportError:
             logger.info(
                 f"No {exchange_name} specific subclass found. Using the generic class instead.")
-        if not hasattr(self, "exchange"):
-            self.exchange = Exchange(config, validate=validate)
+        if not exchange:
+            exchange = Exchange(config, validate=validate)
+        return exchange
 
-    def _load_exchange(
-            self, exchange_name: str, kwargs: dict) -> Exchange:
+    @staticmethod
+    def _load_exchange(exchange_name: str, kwargs: dict) -> Exchange:
         """
         Loads the specified exchange.
         Only checks for exchanges exported in freqtrade.exchanges
diff --git a/freqtrade/resolvers/pairlist_resolver.py b/freqtrade/resolvers/pairlist_resolver.py
index 5b5bcee3a..611660ff4 100644
--- a/freqtrade/resolvers/pairlist_resolver.py
+++ b/freqtrade/resolvers/pairlist_resolver.py
@@ -18,8 +18,6 @@ class PairListResolver(IResolver):
     This class contains all the logic to load custom PairList class
     """
 
-    __slots__ = []
-
     @staticmethod
     def load_pairlist(pairlist_name: str, exchange, pairlistmanager,
                       config: dict, pairlistconfig: dict, pairlist_pos: int) -> IPairList:
@@ -41,7 +39,6 @@ class PairListResolver(IResolver):
                                                        'pairlistconfig': pairlistconfig,
                                                        'pairlist_pos': pairlist_pos})
 
-
     @staticmethod
     def _load_pairlist(pairlist_name: str, config: dict, kwargs: dict) -> IPairList:
         """
diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 9e01c7ea6..18966c574 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -198,7 +198,7 @@ def start_download_data(args: Dict[str, Any]) -> None:
     pairs_not_available: List[str] = []
 
     # Init exchange
-    exchange = ExchangeResolver(config['exchange']['name'], config).exchange
+    exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config)
     try:
 
         if config.get('download_trades'):
@@ -233,7 +233,7 @@ def start_list_timeframes(args: Dict[str, Any]) -> None:
     config['ticker_interval'] = None
 
     # Init exchange
-    exchange = ExchangeResolver(config['exchange']['name'], config, validate=False).exchange
+    exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config, validate=False)
 
     if args['print_one_column']:
         print('\n'.join(exchange.timeframes))
@@ -252,7 +252,7 @@ def start_list_markets(args: Dict[str, Any], pairs_only: bool = False) -> None:
     config = setup_utils_configuration(args, RunMode.UTIL_EXCHANGE)
 
     # Init exchange
-    exchange = ExchangeResolver(config['exchange']['name'], config, validate=False).exchange
+    exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config, validate=False)
 
     # By default only active pairs/markets are to be shown
     active_only = not args.get('list_pairs_all', False)
@@ -333,7 +333,7 @@ def start_test_pairlist(args: Dict[str, Any]) -> None:
     from freqtrade.pairlist.pairlistmanager import PairListManager
     config = setup_utils_configuration(args, RunMode.UTIL_EXCHANGE)
 
-    exchange = ExchangeResolver(config['exchange']['name'], config, validate=False).exchange
+    exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config, validate=False)
 
     quote_currencies = args.get('quote_currencies')
     if not quote_currencies:
diff --git a/tests/conftest.py b/tests/conftest.py
index 82111528e..501f89fff 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -77,7 +77,7 @@ def get_patched_exchange(mocker, config, api_mock=None, id='bittrex',
     patch_exchange(mocker, api_mock, id, mock_markets)
     config["exchange"]["name"] = id
     try:
-        exchange = ExchangeResolver(id, config).exchange
+        exchange = ExchangeResolver.load_exchange(id, config)
     except ImportError:
         exchange = Exchange(config)
     return exchange
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 629f99aa2..dccf7d74f 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -124,19 +124,19 @@ def test_exchange_resolver(default_conf, mocker, caplog):
     mocker.patch('freqtrade.exchange.Exchange._load_async_markets', MagicMock())
     mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
     mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
-    exchange = ExchangeResolver('Bittrex', default_conf).exchange
+    exchange = ExchangeResolver.load_exchange('Bittrex', default_conf)
     assert isinstance(exchange, Exchange)
     assert log_has_re(r"No .* specific subclass found. Using the generic class instead.", caplog)
     caplog.clear()
 
-    exchange = ExchangeResolver('kraken', default_conf).exchange
+    exchange = ExchangeResolver.load_exchange('kraken', default_conf)
     assert isinstance(exchange, Exchange)
     assert isinstance(exchange, Kraken)
     assert not isinstance(exchange, Binance)
     assert not log_has_re(r"No .* specific subclass found. Using the generic class instead.",
                           caplog)
 
-    exchange = ExchangeResolver('binance', default_conf).exchange
+    exchange = ExchangeResolver.load_exchange('binance', default_conf)
     assert isinstance(exchange, Exchange)
     assert isinstance(exchange, Binance)
     assert not isinstance(exchange, Kraken)
@@ -145,7 +145,7 @@ def test_exchange_resolver(default_conf, mocker, caplog):
                           caplog)
 
     # Test mapping
-    exchange = ExchangeResolver('binanceus', default_conf).exchange
+    exchange = ExchangeResolver.load_exchange('binanceus', default_conf)
     assert isinstance(exchange, Exchange)
     assert isinstance(exchange, Binance)
     assert not isinstance(exchange, Kraken)
diff --git a/tests/pairlist/test_pairlist.py b/tests/pairlist/test_pairlist.py
index e7f098777..21929de2b 100644
--- a/tests/pairlist/test_pairlist.py
+++ b/tests/pairlist/test_pairlist.py
@@ -53,7 +53,8 @@ def test_load_pairlist_noexist(mocker, markets, default_conf):
     with pytest.raises(OperationalException,
                        match=r"Impossible to load Pairlist 'NonexistingPairList'. "
                              r"This class does not exist or contains Python code errors."):
-        PairListResolver.load_pairlist('NonexistingPairList', bot.exchange, plm, default_conf, {}, 1)
+        PairListResolver.load_pairlist('NonexistingPairList', bot.exchange, plm,
+                                       default_conf, {}, 1)
 
 
 def test_refresh_market_pair_not_in_whitelist(mocker, markets, static_pl_conf):

From 248ef5a0eac41a82febd07ef8b1e4f421f7cce38 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Dec 2019 10:06:19 +0100
Subject: [PATCH 0038/1106] Convert HyperoptResolver to static loader

---
 freqtrade/optimize/hyperopt.py           |  2 +-
 freqtrade/resolvers/hyperopt_resolver.py | 29 +++++++++++++-----------
 tests/optimize/test_hyperopt.py          |  6 ++---
 3 files changed, 20 insertions(+), 17 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 521a4d790..a4a8f79d1 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -64,7 +64,7 @@ class Hyperopt:
 
         self.backtesting = Backtesting(self.config)
 
-        self.custom_hyperopt = HyperOptResolver(self.config).hyperopt
+        self.custom_hyperopt = HyperOptResolver.load_hyperopt(self.config)
 
         self.custom_hyperoptloss = HyperOptLossResolver(self.config).hyperoptloss
         self.calculate_loss = self.custom_hyperoptloss.hyperopt_loss_function
diff --git a/freqtrade/resolvers/hyperopt_resolver.py b/freqtrade/resolvers/hyperopt_resolver.py
index 05efa1164..a7f922c7b 100644
--- a/freqtrade/resolvers/hyperopt_resolver.py
+++ b/freqtrade/resolvers/hyperopt_resolver.py
@@ -20,11 +20,11 @@ class HyperOptResolver(IResolver):
     """
     This class contains all the logic to load custom hyperopt class
     """
-    __slots__ = ['hyperopt']
 
-    def __init__(self, config: Dict) -> None:
+    @staticmethod
+    def load_hyperopt(config: Dict) -> IHyperOpt:
         """
-        Load the custom class from config parameter
+        Load the custom hyperopt class from config parameter
         :param config: configuration dictionary
         """
         if not config.get('hyperopt'):
@@ -33,21 +33,23 @@ class HyperOptResolver(IResolver):
 
         hyperopt_name = config['hyperopt']
 
-        self.hyperopt = self._load_hyperopt(hyperopt_name, config,
-                                            extra_dir=config.get('hyperopt_path'))
+        hyperopt = HyperOptResolver._load_hyperopt(hyperopt_name, config,
+                                                   extra_dir=config.get('hyperopt_path'))
 
-        if not hasattr(self.hyperopt, 'populate_indicators'):
+        if not hasattr(hyperopt, 'populate_indicators'):
             logger.warning("Hyperopt class does not provide populate_indicators() method. "
                            "Using populate_indicators from the strategy.")
-        if not hasattr(self.hyperopt, 'populate_buy_trend'):
+        if not hasattr(hyperopt, 'populate_buy_trend'):
             logger.warning("Hyperopt class does not provide populate_buy_trend() method. "
                            "Using populate_buy_trend from the strategy.")
-        if not hasattr(self.hyperopt, 'populate_sell_trend'):
+        if not hasattr(hyperopt, 'populate_sell_trend'):
             logger.warning("Hyperopt class does not provide populate_sell_trend() method. "
                            "Using populate_sell_trend from the strategy.")
+        return hyperopt
 
+    @staticmethod
     def _load_hyperopt(
-            self, hyperopt_name: str, config: Dict, extra_dir: Optional[str] = None) -> IHyperOpt:
+            hyperopt_name: str, config: Dict, extra_dir: Optional[str] = None) -> IHyperOpt:
         """
         Search and loads the specified hyperopt.
         :param hyperopt_name: name of the module to import
@@ -57,11 +59,12 @@ class HyperOptResolver(IResolver):
         """
         current_path = Path(__file__).parent.parent.joinpath('optimize').resolve()
 
-        abs_paths = self.build_search_paths(config, current_path=current_path,
-                                            user_subdir=USERPATH_HYPEROPTS, extra_dir=extra_dir)
+        abs_paths = IResolver.build_search_paths(config, current_path=current_path,
+                                                 user_subdir=USERPATH_HYPEROPTS,
+                                                 extra_dir=extra_dir)
 
-        hyperopt = self._load_object(paths=abs_paths, object_type=IHyperOpt,
-                                     object_name=hyperopt_name, kwargs={'config': config})
+        hyperopt = IResolver._load_object(paths=abs_paths, object_type=IHyperOpt,
+                                          object_name=hyperopt_name, kwargs={'config': config})
         if hyperopt:
             return hyperopt
         raise OperationalException(
diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index 29b8b5b16..37de32ab0 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -163,7 +163,7 @@ def test_hyperoptresolver(mocker, default_conf, caplog) -> None:
         MagicMock(return_value=hyperopt(default_conf))
     )
     default_conf.update({'hyperopt': 'DefaultHyperOpt'})
-    x = HyperOptResolver(default_conf).hyperopt
+    x = HyperOptResolver.load_hyperopt(default_conf)
     assert not hasattr(x, 'populate_indicators')
     assert not hasattr(x, 'populate_buy_trend')
     assert not hasattr(x, 'populate_sell_trend')
@@ -180,7 +180,7 @@ def test_hyperoptresolver_wrongname(mocker, default_conf, caplog) -> None:
     default_conf.update({'hyperopt': "NonExistingHyperoptClass"})
 
     with pytest.raises(OperationalException, match=r'Impossible to load Hyperopt.*'):
-        HyperOptResolver(default_conf).hyperopt
+        HyperOptResolver.load_hyperopt(default_conf)
 
 
 def test_hyperoptresolver_noname(default_conf):
@@ -188,7 +188,7 @@ def test_hyperoptresolver_noname(default_conf):
     with pytest.raises(OperationalException,
                        match="No Hyperopt set. Please use `--hyperopt` to specify "
                              "the Hyperopt class to use."):
-        HyperOptResolver(default_conf)
+        HyperOptResolver.load_hyperopt(default_conf)
 
 
 def test_hyperoptlossresolver(mocker, default_conf, caplog) -> None:

From 6d5aca4f323dd06cac94cbf598173be6fb3ed645 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Dec 2019 10:09:08 +0100
Subject: [PATCH 0039/1106] Convert hyperoptloss resolver to static loader

---
 freqtrade/optimize/hyperopt.py           |  2 +-
 freqtrade/resolvers/hyperopt_resolver.py | 26 +++++++++++++-----------
 tests/optimize/test_hyperopt.py          | 14 ++++++-------
 3 files changed, 22 insertions(+), 20 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index a4a8f79d1..48f883ac5 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -66,7 +66,7 @@ class Hyperopt:
 
         self.custom_hyperopt = HyperOptResolver.load_hyperopt(self.config)
 
-        self.custom_hyperoptloss = HyperOptLossResolver(self.config).hyperoptloss
+        self.custom_hyperoptloss = HyperOptLossResolver.load_hyperoptloss(self.config)
         self.calculate_loss = self.custom_hyperoptloss.hyperopt_loss_function
 
         self.trials_file = (self.config['user_data_dir'] /
diff --git a/freqtrade/resolvers/hyperopt_resolver.py b/freqtrade/resolvers/hyperopt_resolver.py
index a7f922c7b..0726b0627 100644
--- a/freqtrade/resolvers/hyperopt_resolver.py
+++ b/freqtrade/resolvers/hyperopt_resolver.py
@@ -77,9 +77,9 @@ class HyperOptLossResolver(IResolver):
     """
     This class contains all the logic to load custom hyperopt loss class
     """
-    __slots__ = ['hyperoptloss']
 
-    def __init__(self, config: Dict) -> None:
+    @staticmethod
+    def load_hyperoptloss(config: Dict) -> IHyperOptLoss:
         """
         Load the custom class from config parameter
         :param config: configuration dictionary
@@ -89,20 +89,21 @@ class HyperOptLossResolver(IResolver):
         # default hyperopt loss
         hyperoptloss_name = config.get('hyperopt_loss') or DEFAULT_HYPEROPT_LOSS
 
-        self.hyperoptloss = self._load_hyperoptloss(
+        hyperoptloss = HyperOptLossResolver._load_hyperoptloss(
             hyperoptloss_name, config, extra_dir=config.get('hyperopt_path'))
 
         # Assign ticker_interval to be used in hyperopt
-        self.hyperoptloss.__class__.ticker_interval = str(config['ticker_interval'])
+        hyperoptloss.__class__.ticker_interval = str(config['ticker_interval'])
 
-        if not hasattr(self.hyperoptloss, 'hyperopt_loss_function'):
+        if not hasattr(hyperoptloss, 'hyperopt_loss_function'):
             raise OperationalException(
                 f"Found HyperoptLoss class {hyperoptloss_name} does not "
                 "implement `hyperopt_loss_function`.")
+        return hyperoptloss
 
-    def _load_hyperoptloss(
-            self, hyper_loss_name: str, config: Dict,
-            extra_dir: Optional[str] = None) -> IHyperOptLoss:
+    @staticmethod
+    def _load_hyperoptloss(hyper_loss_name: str, config: Dict,
+                           extra_dir: Optional[str] = None) -> IHyperOptLoss:
         """
         Search and loads the specified hyperopt loss class.
         :param hyper_loss_name: name of the module to import
@@ -112,11 +113,12 @@ class HyperOptLossResolver(IResolver):
         """
         current_path = Path(__file__).parent.parent.joinpath('optimize').resolve()
 
-        abs_paths = self.build_search_paths(config, current_path=current_path,
-                                            user_subdir=USERPATH_HYPEROPTS, extra_dir=extra_dir)
+        abs_paths = IResolver.build_search_paths(config, current_path=current_path,
+                                                 user_subdir=USERPATH_HYPEROPTS,
+                                                 extra_dir=extra_dir)
 
-        hyperoptloss = self._load_object(paths=abs_paths, object_type=IHyperOptLoss,
-                                         object_name=hyper_loss_name)
+        hyperoptloss = IResolver._load_object(paths=abs_paths, object_type=IHyperOptLoss,
+                                              object_name=hyper_loss_name)
         if hyperoptloss:
             return hyperoptloss
 
diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index 37de32ab0..9c6e73c53 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -198,7 +198,7 @@ def test_hyperoptlossresolver(mocker, default_conf, caplog) -> None:
         'freqtrade.resolvers.hyperopt_resolver.HyperOptLossResolver._load_hyperoptloss',
         MagicMock(return_value=hl)
     )
-    x = HyperOptLossResolver(default_conf).hyperoptloss
+    x = HyperOptLossResolver.load_hyperoptloss(default_conf)
     assert hasattr(x, "hyperopt_loss_function")
 
 
@@ -206,7 +206,7 @@ def test_hyperoptlossresolver_wrongname(mocker, default_conf, caplog) -> None:
     default_conf.update({'hyperopt_loss': "NonExistingLossClass"})
 
     with pytest.raises(OperationalException, match=r'Impossible to load HyperoptLoss.*'):
-        HyperOptLossResolver(default_conf).hyperopt
+        HyperOptLossResolver.load_hyperoptloss(default_conf)
 
 
 def test_start_not_installed(mocker, default_conf, caplog, import_fails) -> None:
@@ -286,7 +286,7 @@ def test_start_filelock(mocker, default_conf, caplog) -> None:
 
 
 def test_loss_calculation_prefer_correct_trade_count(default_conf, hyperopt_results) -> None:
-    hl = HyperOptLossResolver(default_conf).hyperoptloss
+    hl = HyperOptLossResolver.load_hyperoptloss(default_conf)
     correct = hl.hyperopt_loss_function(hyperopt_results, 600)
     over = hl.hyperopt_loss_function(hyperopt_results, 600 + 100)
     under = hl.hyperopt_loss_function(hyperopt_results, 600 - 100)
@@ -298,7 +298,7 @@ def test_loss_calculation_prefer_shorter_trades(default_conf, hyperopt_results)
     resultsb = hyperopt_results.copy()
     resultsb.loc[1, 'trade_duration'] = 20
 
-    hl = HyperOptLossResolver(default_conf).hyperoptloss
+    hl = HyperOptLossResolver.load_hyperoptloss(default_conf)
     longer = hl.hyperopt_loss_function(hyperopt_results, 100)
     shorter = hl.hyperopt_loss_function(resultsb, 100)
     assert shorter < longer
@@ -310,7 +310,7 @@ def test_loss_calculation_has_limited_profit(default_conf, hyperopt_results) ->
     results_under = hyperopt_results.copy()
     results_under['profit_percent'] = hyperopt_results['profit_percent'] / 2
 
-    hl = HyperOptLossResolver(default_conf).hyperoptloss
+    hl = HyperOptLossResolver.load_hyperoptloss(default_conf)
     correct = hl.hyperopt_loss_function(hyperopt_results, 600)
     over = hl.hyperopt_loss_function(results_over, 600)
     under = hl.hyperopt_loss_function(results_under, 600)
@@ -325,7 +325,7 @@ def test_sharpe_loss_prefers_higher_profits(default_conf, hyperopt_results) -> N
     results_under['profit_percent'] = hyperopt_results['profit_percent'] / 2
 
     default_conf.update({'hyperopt_loss': 'SharpeHyperOptLoss'})
-    hl = HyperOptLossResolver(default_conf).hyperoptloss
+    hl = HyperOptLossResolver.load_hyperoptloss(default_conf)
     correct = hl.hyperopt_loss_function(hyperopt_results, len(hyperopt_results),
                                         datetime(2019, 1, 1), datetime(2019, 5, 1))
     over = hl.hyperopt_loss_function(results_over, len(hyperopt_results),
@@ -343,7 +343,7 @@ def test_onlyprofit_loss_prefers_higher_profits(default_conf, hyperopt_results)
     results_under['profit_percent'] = hyperopt_results['profit_percent'] / 2
 
     default_conf.update({'hyperopt_loss': 'OnlyProfitHyperOptLoss'})
-    hl = HyperOptLossResolver(default_conf).hyperoptloss
+    hl = HyperOptLossResolver.load_hyperoptloss(default_conf)
     correct = hl.hyperopt_loss_function(hyperopt_results, len(hyperopt_results),
                                         datetime(2019, 1, 1), datetime(2019, 5, 1))
     over = hl.hyperopt_loss_function(results_over, len(hyperopt_results),

From c6d22339788e9686552d171bf19cb00d41f7cb0a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Dec 2019 10:23:48 +0100
Subject: [PATCH 0040/1106] Convert StrategyLoader to static loader

---
 docs/strategy_analysis_example.md             |   6 +-
 freqtrade/freqtradebot.py                     |   2 +-
 freqtrade/optimize/backtesting.py             |   4 +-
 freqtrade/optimize/edge_cli.py                |   2 +-
 freqtrade/plot/plotting.py                    |   2 +-
 freqtrade/resolvers/strategy_resolver.py      |  65 ++++----
 .../templates/strategy_analysis_example.ipynb |   6 +-
 tests/strategy/test_strategy.py               | 141 +++++++++---------
 8 files changed, 116 insertions(+), 112 deletions(-)

diff --git a/docs/strategy_analysis_example.md b/docs/strategy_analysis_example.md
index 9e61bda65..cc6b9805f 100644
--- a/docs/strategy_analysis_example.md
+++ b/docs/strategy_analysis_example.md
@@ -44,9 +44,9 @@ candles.head()
 ```python
 # Load strategy using values set above
 from freqtrade.resolvers import StrategyResolver
-strategy = StrategyResolver({'strategy': strategy_name,
-                            'user_data_dir': user_data_dir,
-                            'strategy_path': strategy_location}).strategy
+strategy = StrategyResolver.load_strategy({'strategy': strategy_name,
+                                          'user_data_dir': user_data_dir,
+                                          'strategy_path': strategy_location})
 
 # Generate buy/sell signals using strategy
 df = strategy.analyze_ticker(candles, {'pair': pair})
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 001b7f02d..1b89cc75b 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -55,7 +55,7 @@ class FreqtradeBot:
 
         self.heartbeat_interval = self.config.get('internals', {}).get('heartbeat_interval', 60)
 
-        self.strategy: IStrategy = StrategyResolver(self.config).strategy
+        self.strategy: IStrategy = StrategyResolver.load_strategy(self.config)
 
         # Check config consistency here since strategies can set certain options
         validate_config_consistency(config)
diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index bab997cb1..ffa112bd5 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -75,12 +75,12 @@ class Backtesting:
             for strat in list(self.config['strategy_list']):
                 stratconf = deepcopy(self.config)
                 stratconf['strategy'] = strat
-                self.strategylist.append(StrategyResolver(stratconf).strategy)
+                self.strategylist.append(StrategyResolver.load_strategy(stratconf))
                 validate_config_consistency(stratconf)
 
         else:
             # No strategy list specified, only one strategy
-            self.strategylist.append(StrategyResolver(self.config).strategy)
+            self.strategylist.append(StrategyResolver.load_strategy(self.config))
             validate_config_consistency(self.config)
 
         if "ticker_interval" not in self.config:
diff --git a/freqtrade/optimize/edge_cli.py b/freqtrade/optimize/edge_cli.py
index 3848623db..ea5cc663d 100644
--- a/freqtrade/optimize/edge_cli.py
+++ b/freqtrade/optimize/edge_cli.py
@@ -34,7 +34,7 @@ class EdgeCli:
         remove_credentials(self.config)
         self.config['stake_amount'] = constants.UNLIMITED_STAKE_AMOUNT
         self.exchange = Exchange(self.config)
-        self.strategy = StrategyResolver(self.config).strategy
+        self.strategy = StrategyResolver.load_strategy(self.config)
 
         validate_config_consistency(self.config)
 
diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index 85089af9c..7cd4ab854 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -340,7 +340,7 @@ def load_and_plot_trades(config: Dict[str, Any]):
     - Generate plot files
     :return: None
     """
-    strategy = StrategyResolver(config).strategy
+    strategy = StrategyResolver.load_strategy(config)
 
     plot_elements = init_plotscript(config)
     trades = plot_elements['trades']
diff --git a/freqtrade/resolvers/strategy_resolver.py b/freqtrade/resolvers/strategy_resolver.py
index a2d14fbf3..6d3fe5ff9 100644
--- a/freqtrade/resolvers/strategy_resolver.py
+++ b/freqtrade/resolvers/strategy_resolver.py
@@ -20,12 +20,11 @@ logger = logging.getLogger(__name__)
 
 class StrategyResolver(IResolver):
     """
-    This class contains all the logic to load custom strategy class
+    This class contains the logic to load custom strategy class
     """
 
-    __slots__ = ['strategy']
-
-    def __init__(self, config: Optional[Dict] = None) -> None:
+    @staticmethod
+    def load_strategy(config: Optional[Dict] = None) -> IStrategy:
         """
         Load the custom class from config parameter
         :param config: configuration dictionary or None
@@ -37,9 +36,9 @@ class StrategyResolver(IResolver):
                                        "the strategy class to use.")
 
         strategy_name = config['strategy']
-        self.strategy: IStrategy = self._load_strategy(strategy_name,
-                                                       config=config,
-                                                       extra_dir=config.get('strategy_path'))
+        strategy: IStrategy = StrategyResolver._load_strategy(
+            strategy_name, config=config,
+            extra_dir=config.get('strategy_path'))
 
         # make sure ask_strategy dict is available
         if 'ask_strategy' not in config:
@@ -68,9 +67,11 @@ class StrategyResolver(IResolver):
                       ]
         for attribute, default, ask_strategy in attributes:
             if ask_strategy:
-                self._override_attribute_helper(config['ask_strategy'], attribute, default)
+                StrategyResolver._override_attribute_helper(strategy, config['ask_strategy'],
+                                                            attribute, default)
             else:
-                self._override_attribute_helper(config, attribute, default)
+                StrategyResolver._override_attribute_helper(strategy, config,
+                                                            attribute, default)
 
         # Loop this list again to have output combined
         for attribute, _, exp in attributes:
@@ -80,14 +81,16 @@ class StrategyResolver(IResolver):
                 logger.info("Strategy using %s: %s", attribute, config[attribute])
 
         # Sort and apply type conversions
-        self.strategy.minimal_roi = OrderedDict(sorted(
-            {int(key): value for (key, value) in self.strategy.minimal_roi.items()}.items(),
+        strategy.minimal_roi = OrderedDict(sorted(
+            {int(key): value for (key, value) in strategy.minimal_roi.items()}.items(),
             key=lambda t: t[0]))
-        self.strategy.stoploss = float(self.strategy.stoploss)
+        strategy.stoploss = float(strategy.stoploss)
 
-        self._strategy_sanity_validations()
+        StrategyResolver._strategy_sanity_validations(strategy)
+        return strategy
 
-    def _override_attribute_helper(self, config, attribute: str, default):
+    @staticmethod
+    def _override_attribute_helper(strategy, config, attribute: str, default):
         """
         Override attributes in the strategy.
         Prevalence:
@@ -96,30 +99,32 @@ class StrategyResolver(IResolver):
         - default (if not None)
         """
         if attribute in config:
-            setattr(self.strategy, attribute, config[attribute])
+            setattr(strategy, attribute, config[attribute])
             logger.info("Override strategy '%s' with value in config file: %s.",
                         attribute, config[attribute])
-        elif hasattr(self.strategy, attribute):
-            val = getattr(self.strategy, attribute)
+        elif hasattr(strategy, attribute):
+            val = getattr(strategy, attribute)
             # None's cannot exist in the config, so do not copy them
             if val is not None:
                 config[attribute] = val
         # Explicitly check for None here as other "falsy" values are possible
         elif default is not None:
-            setattr(self.strategy, attribute, default)
+            setattr(strategy, attribute, default)
             config[attribute] = default
 
-    def _strategy_sanity_validations(self):
-        if not all(k in self.strategy.order_types for k in constants.REQUIRED_ORDERTYPES):
-            raise ImportError(f"Impossible to load Strategy '{self.strategy.__class__.__name__}'. "
+    @staticmethod
+    def _strategy_sanity_validations(strategy):
+        if not all(k in strategy.order_types for k in constants.REQUIRED_ORDERTYPES):
+            raise ImportError(f"Impossible to load Strategy '{strategy.__class__.__name__}'. "
                               f"Order-types mapping is incomplete.")
 
-        if not all(k in self.strategy.order_time_in_force for k in constants.REQUIRED_ORDERTIF):
-            raise ImportError(f"Impossible to load Strategy '{self.strategy.__class__.__name__}'. "
+        if not all(k in strategy.order_time_in_force for k in constants.REQUIRED_ORDERTIF):
+            raise ImportError(f"Impossible to load Strategy '{strategy.__class__.__name__}'. "
                               f"Order-time-in-force mapping is incomplete.")
 
-    def _load_strategy(
-            self, strategy_name: str, config: dict, extra_dir: Optional[str] = None) -> IStrategy:
+    @staticmethod
+    def _load_strategy(strategy_name: str,
+                       config: dict, extra_dir: Optional[str] = None) -> IStrategy:
         """
         Search and loads the specified strategy.
         :param strategy_name: name of the module to import
@@ -129,9 +134,9 @@ class StrategyResolver(IResolver):
         """
         current_path = Path(__file__).parent.parent.joinpath('strategy').resolve()
 
-        abs_paths = self.build_search_paths(config, current_path=current_path,
-                                            user_subdir=constants.USERPATH_STRATEGY,
-                                            extra_dir=extra_dir)
+        abs_paths = IResolver.build_search_paths(config, current_path=current_path,
+                                                 user_subdir=constants.USERPATH_STRATEGY,
+                                                 extra_dir=extra_dir)
 
         if ":" in strategy_name:
             logger.info("loading base64 encoded strategy")
@@ -149,8 +154,8 @@ class StrategyResolver(IResolver):
                 # register temp path with the bot
                 abs_paths.insert(0, temp.resolve())
 
-        strategy = self._load_object(paths=abs_paths, object_type=IStrategy,
-                                     object_name=strategy_name, kwargs={'config': config})
+        strategy = IResolver._load_object(paths=abs_paths, object_type=IStrategy,
+                                          object_name=strategy_name, kwargs={'config': config})
         if strategy:
             strategy._populate_fun_len = len(getfullargspec(strategy.populate_indicators).args)
             strategy._buy_fun_len = len(getfullargspec(strategy.populate_buy_trend).args)
diff --git a/freqtrade/templates/strategy_analysis_example.ipynb b/freqtrade/templates/strategy_analysis_example.ipynb
index 2876ea938..eea8fb85f 100644
--- a/freqtrade/templates/strategy_analysis_example.ipynb
+++ b/freqtrade/templates/strategy_analysis_example.ipynb
@@ -73,9 +73,9 @@
    "source": [
     "# Load strategy using values set above\n",
     "from freqtrade.resolvers import StrategyResolver\n",
-    "strategy = StrategyResolver({'strategy': strategy_name,\n",
-    "                            'user_data_dir': user_data_dir,\n",
-    "                            'strategy_path': strategy_location}).strategy\n",
+    "strategy = StrategyResolver.load_strategy({'strategy': strategy_name,\n",
+    "                                          'user_data_dir': user_data_dir,\n",
+    "                                          'strategy_path': strategy_location})\n",
     "\n",
     "# Generate buy/sell signals using strategy\n",
     "df = strategy.analyze_ticker(candles, {'pair': pair})\n",
diff --git a/tests/strategy/test_strategy.py b/tests/strategy/test_strategy.py
index 963d36c76..116eec56b 100644
--- a/tests/strategy/test_strategy.py
+++ b/tests/strategy/test_strategy.py
@@ -39,8 +39,8 @@ def test_load_strategy(default_conf, result):
     default_conf.update({'strategy': 'SampleStrategy',
                          'strategy_path': str(Path(__file__).parents[2] / 'freqtrade/templates')
                          })
-    resolver = StrategyResolver(default_conf)
-    assert 'rsi' in resolver.strategy.advise_indicators(result, {'pair': 'ETH/BTC'})
+    strategy = StrategyResolver.load_strategy(default_conf)
+    assert 'rsi' in strategy.advise_indicators(result, {'pair': 'ETH/BTC'})
 
 
 def test_load_strategy_base64(result, caplog, default_conf):
@@ -48,8 +48,8 @@ def test_load_strategy_base64(result, caplog, default_conf):
         encoded_string = urlsafe_b64encode(file.read()).decode("utf-8")
     default_conf.update({'strategy': 'SampleStrategy:{}'.format(encoded_string)})
 
-    resolver = StrategyResolver(default_conf)
-    assert 'rsi' in resolver.strategy.advise_indicators(result, {'pair': 'ETH/BTC'})
+    strategy = StrategyResolver.load_strategy(default_conf)
+    assert 'rsi' in strategy.advise_indicators(result, {'pair': 'ETH/BTC'})
     # Make sure strategy was loaded from base64 (using temp directory)!!
     assert log_has_re(r"Using resolved strategy SampleStrategy from '"
                       r".*(/|\\).*(/|\\)SampleStrategy\.py'\.\.\.", caplog)
@@ -57,13 +57,12 @@ def test_load_strategy_base64(result, caplog, default_conf):
 
 def test_load_strategy_invalid_directory(result, caplog, default_conf):
     default_conf['strategy'] = 'DefaultStrategy'
-    resolver = StrategyResolver(default_conf)
     extra_dir = Path.cwd() / 'some/path'
-    resolver._load_strategy('DefaultStrategy', config=default_conf, extra_dir=extra_dir)
+    strategy = StrategyResolver._load_strategy('DefaultStrategy', config=default_conf, extra_dir=extra_dir)
 
     assert log_has_re(r'Path .*' + r'some.*path.*' + r'.* does not exist', caplog)
 
-    assert 'rsi' in resolver.strategy.advise_indicators(result, {'pair': 'ETH/BTC'})
+    assert 'rsi' in strategy.advise_indicators(result, {'pair': 'ETH/BTC'})
 
 
 def test_load_not_found_strategy(default_conf):
@@ -71,7 +70,7 @@ def test_load_not_found_strategy(default_conf):
     with pytest.raises(OperationalException,
                        match=r"Impossible to load Strategy 'NotFoundStrategy'. "
                              r"This class does not exist or contains Python code errors."):
-        StrategyResolver(default_conf)
+        StrategyResolver.load_strategy(default_conf)
 
 
 def test_load_strategy_noname(default_conf):
@@ -79,30 +78,30 @@ def test_load_strategy_noname(default_conf):
     with pytest.raises(OperationalException,
                        match="No strategy set. Please use `--strategy` to specify "
                              "the strategy class to use."):
-        StrategyResolver(default_conf)
+        StrategyResolver.load_strategy(default_conf)
 
 
 def test_strategy(result, default_conf):
     default_conf.update({'strategy': 'DefaultStrategy'})
 
-    resolver = StrategyResolver(default_conf)
+    strategy = StrategyResolver.load_strategy(default_conf)
     metadata = {'pair': 'ETH/BTC'}
-    assert resolver.strategy.minimal_roi[0] == 0.04
+    assert strategy.minimal_roi[0] == 0.04
     assert default_conf["minimal_roi"]['0'] == 0.04
 
-    assert resolver.strategy.stoploss == -0.10
+    assert strategy.stoploss == -0.10
     assert default_conf['stoploss'] == -0.10
 
-    assert resolver.strategy.ticker_interval == '5m'
+    assert strategy.ticker_interval == '5m'
     assert default_conf['ticker_interval'] == '5m'
 
-    df_indicators = resolver.strategy.advise_indicators(result, metadata=metadata)
+    df_indicators = strategy.advise_indicators(result, metadata=metadata)
     assert 'adx' in df_indicators
 
-    dataframe = resolver.strategy.advise_buy(df_indicators, metadata=metadata)
+    dataframe = strategy.advise_buy(df_indicators, metadata=metadata)
     assert 'buy' in dataframe.columns
 
-    dataframe = resolver.strategy.advise_sell(df_indicators, metadata=metadata)
+    dataframe = strategy.advise_sell(df_indicators, metadata=metadata)
     assert 'sell' in dataframe.columns
 
 
@@ -114,9 +113,9 @@ def test_strategy_override_minimal_roi(caplog, default_conf):
             "0": 0.5
         }
     })
-    resolver = StrategyResolver(default_conf)
+    strategy = StrategyResolver.load_strategy(default_conf)
 
-    assert resolver.strategy.minimal_roi[0] == 0.5
+    assert strategy.minimal_roi[0] == 0.5
     assert log_has("Override strategy 'minimal_roi' with value in config file: {'0': 0.5}.", caplog)
 
 
@@ -126,9 +125,9 @@ def test_strategy_override_stoploss(caplog, default_conf):
         'strategy': 'DefaultStrategy',
         'stoploss': -0.5
     })
-    resolver = StrategyResolver(default_conf)
+    strategy = StrategyResolver.load_strategy(default_conf)
 
-    assert resolver.strategy.stoploss == -0.5
+    assert strategy.stoploss == -0.5
     assert log_has("Override strategy 'stoploss' with value in config file: -0.5.", caplog)
 
 
@@ -138,10 +137,10 @@ def test_strategy_override_trailing_stop(caplog, default_conf):
         'strategy': 'DefaultStrategy',
         'trailing_stop': True
     })
-    resolver = StrategyResolver(default_conf)
+    strategy = StrategyResolver.load_strategy(default_conf)
 
-    assert resolver.strategy.trailing_stop
-    assert isinstance(resolver.strategy.trailing_stop, bool)
+    assert strategy.trailing_stop
+    assert isinstance(strategy.trailing_stop, bool)
     assert log_has("Override strategy 'trailing_stop' with value in config file: True.", caplog)
 
 
@@ -153,13 +152,13 @@ def test_strategy_override_trailing_stop_positive(caplog, default_conf):
         'trailing_stop_positive_offset': -0.2
 
     })
-    resolver = StrategyResolver(default_conf)
+    strategy = StrategyResolver.load_strategy(default_conf)
 
-    assert resolver.strategy.trailing_stop_positive == -0.1
+    assert strategy.trailing_stop_positive == -0.1
     assert log_has("Override strategy 'trailing_stop_positive' with value in config file: -0.1.",
                    caplog)
 
-    assert resolver.strategy.trailing_stop_positive_offset == -0.2
+    assert strategy.trailing_stop_positive_offset == -0.2
     assert log_has("Override strategy 'trailing_stop_positive' with value in config file: -0.1.",
                    caplog)
 
@@ -172,10 +171,10 @@ def test_strategy_override_ticker_interval(caplog, default_conf):
         'ticker_interval': 60,
         'stake_currency': 'ETH'
     })
-    resolver = StrategyResolver(default_conf)
+    strategy = StrategyResolver.load_strategy(default_conf)
 
-    assert resolver.strategy.ticker_interval == 60
-    assert resolver.strategy.stake_currency == 'ETH'
+    assert strategy.ticker_interval == 60
+    assert strategy.stake_currency == 'ETH'
     assert log_has("Override strategy 'ticker_interval' with value in config file: 60.",
                    caplog)
 
@@ -187,9 +186,9 @@ def test_strategy_override_process_only_new_candles(caplog, default_conf):
         'strategy': 'DefaultStrategy',
         'process_only_new_candles': True
     })
-    resolver = StrategyResolver(default_conf)
+    strategy = StrategyResolver.load_strategy(default_conf)
 
-    assert resolver.strategy.process_only_new_candles
+    assert strategy.process_only_new_candles
     assert log_has("Override strategy 'process_only_new_candles' with value in config file: True.",
                    caplog)
 
@@ -207,11 +206,11 @@ def test_strategy_override_order_types(caplog, default_conf):
         'strategy': 'DefaultStrategy',
         'order_types': order_types
     })
-    resolver = StrategyResolver(default_conf)
+    strategy = StrategyResolver.load_strategy(default_conf)
 
-    assert resolver.strategy.order_types
+    assert strategy.order_types
     for method in ['buy', 'sell', 'stoploss', 'stoploss_on_exchange']:
-        assert resolver.strategy.order_types[method] == order_types[method]
+        assert strategy.order_types[method] == order_types[method]
 
     assert log_has("Override strategy 'order_types' with value in config file:"
                    " {'buy': 'market', 'sell': 'limit', 'stoploss': 'limit',"
@@ -225,7 +224,7 @@ def test_strategy_override_order_types(caplog, default_conf):
     with pytest.raises(ImportError,
                        match=r"Impossible to load Strategy 'DefaultStrategy'. "
                              r"Order-types mapping is incomplete."):
-        StrategyResolver(default_conf)
+        StrategyResolver.load_strategy(default_conf)
 
 
 def test_strategy_override_order_tif(caplog, default_conf):
@@ -240,11 +239,11 @@ def test_strategy_override_order_tif(caplog, default_conf):
         'strategy': 'DefaultStrategy',
         'order_time_in_force': order_time_in_force
     })
-    resolver = StrategyResolver(default_conf)
+    strategy = StrategyResolver.load_strategy(default_conf)
 
-    assert resolver.strategy.order_time_in_force
+    assert strategy.order_time_in_force
     for method in ['buy', 'sell']:
-        assert resolver.strategy.order_time_in_force[method] == order_time_in_force[method]
+        assert strategy.order_time_in_force[method] == order_time_in_force[method]
 
     assert log_has("Override strategy 'order_time_in_force' with value in config file:"
                    " {'buy': 'fok', 'sell': 'gtc'}.", caplog)
@@ -257,7 +256,7 @@ def test_strategy_override_order_tif(caplog, default_conf):
     with pytest.raises(ImportError,
                        match=r"Impossible to load Strategy 'DefaultStrategy'. "
                              r"Order-time-in-force mapping is incomplete."):
-        StrategyResolver(default_conf)
+        StrategyResolver.load_strategy(default_conf)
 
 
 def test_strategy_override_use_sell_signal(caplog, default_conf):
@@ -265,9 +264,9 @@ def test_strategy_override_use_sell_signal(caplog, default_conf):
     default_conf.update({
         'strategy': 'DefaultStrategy',
     })
-    resolver = StrategyResolver(default_conf)
-    assert resolver.strategy.use_sell_signal
-    assert isinstance(resolver.strategy.use_sell_signal, bool)
+    strategy = StrategyResolver.load_strategy(default_conf)
+    assert strategy.use_sell_signal
+    assert isinstance(strategy.use_sell_signal, bool)
     # must be inserted to configuration
     assert 'use_sell_signal' in default_conf['ask_strategy']
     assert default_conf['ask_strategy']['use_sell_signal']
@@ -278,10 +277,10 @@ def test_strategy_override_use_sell_signal(caplog, default_conf):
             'use_sell_signal': False,
         },
     })
-    resolver = StrategyResolver(default_conf)
+    strategy = StrategyResolver.load_strategy(default_conf)
 
-    assert not resolver.strategy.use_sell_signal
-    assert isinstance(resolver.strategy.use_sell_signal, bool)
+    assert not strategy.use_sell_signal
+    assert isinstance(strategy.use_sell_signal, bool)
     assert log_has("Override strategy 'use_sell_signal' with value in config file: False.", caplog)
 
 
@@ -290,9 +289,9 @@ def test_strategy_override_use_sell_profit_only(caplog, default_conf):
     default_conf.update({
         'strategy': 'DefaultStrategy',
     })
-    resolver = StrategyResolver(default_conf)
-    assert not resolver.strategy.sell_profit_only
-    assert isinstance(resolver.strategy.sell_profit_only, bool)
+    strategy = StrategyResolver.load_strategy(default_conf)
+    assert not strategy.sell_profit_only
+    assert isinstance(strategy.sell_profit_only, bool)
     # must be inserted to configuration
     assert 'sell_profit_only' in default_conf['ask_strategy']
     assert not default_conf['ask_strategy']['sell_profit_only']
@@ -303,10 +302,10 @@ def test_strategy_override_use_sell_profit_only(caplog, default_conf):
             'sell_profit_only': True,
         },
     })
-    resolver = StrategyResolver(default_conf)
+    strategy = StrategyResolver.load_strategy(default_conf)
 
-    assert resolver.strategy.sell_profit_only
-    assert isinstance(resolver.strategy.sell_profit_only, bool)
+    assert strategy.sell_profit_only
+    assert isinstance(strategy.sell_profit_only, bool)
     assert log_has("Override strategy 'sell_profit_only' with value in config file: True.", caplog)
 
 
@@ -315,11 +314,11 @@ def test_deprecate_populate_indicators(result, default_conf):
     default_location = path.join(path.dirname(path.realpath(__file__)))
     default_conf.update({'strategy': 'TestStrategyLegacy',
                          'strategy_path': default_location})
-    resolver = StrategyResolver(default_conf)
+    strategy = StrategyResolver.load_strategy(default_conf)
     with warnings.catch_warnings(record=True) as w:
         # Cause all warnings to always be triggered.
         warnings.simplefilter("always")
-        indicators = resolver.strategy.advise_indicators(result, {'pair': 'ETH/BTC'})
+        indicators = strategy.advise_indicators(result, {'pair': 'ETH/BTC'})
         assert len(w) == 1
         assert issubclass(w[-1].category, DeprecationWarning)
         assert "deprecated - check out the Sample strategy to see the current function headers!" \
@@ -328,7 +327,7 @@ def test_deprecate_populate_indicators(result, default_conf):
     with warnings.catch_warnings(record=True) as w:
         # Cause all warnings to always be triggered.
         warnings.simplefilter("always")
-        resolver.strategy.advise_buy(indicators, {'pair': 'ETH/BTC'})
+        strategy.advise_buy(indicators, {'pair': 'ETH/BTC'})
         assert len(w) == 1
         assert issubclass(w[-1].category, DeprecationWarning)
         assert "deprecated - check out the Sample strategy to see the current function headers!" \
@@ -337,7 +336,7 @@ def test_deprecate_populate_indicators(result, default_conf):
     with warnings.catch_warnings(record=True) as w:
         # Cause all warnings to always be triggered.
         warnings.simplefilter("always")
-        resolver.strategy.advise_sell(indicators, {'pair': 'ETH_BTC'})
+        strategy.advise_sell(indicators, {'pair': 'ETH_BTC'})
         assert len(w) == 1
         assert issubclass(w[-1].category, DeprecationWarning)
         assert "deprecated - check out the Sample strategy to see the current function headers!" \
@@ -349,47 +348,47 @@ def test_call_deprecated_function(result, monkeypatch, default_conf):
     default_location = path.join(path.dirname(path.realpath(__file__)))
     default_conf.update({'strategy': 'TestStrategyLegacy',
                          'strategy_path': default_location})
-    resolver = StrategyResolver(default_conf)
+    strategy = StrategyResolver.load_strategy(default_conf)
     metadata = {'pair': 'ETH/BTC'}
 
     # Make sure we are using a legacy function
-    assert resolver.strategy._populate_fun_len == 2
-    assert resolver.strategy._buy_fun_len == 2
-    assert resolver.strategy._sell_fun_len == 2
-    assert resolver.strategy.INTERFACE_VERSION == 1
+    assert strategy._populate_fun_len == 2
+    assert strategy._buy_fun_len == 2
+    assert strategy._sell_fun_len == 2
+    assert strategy.INTERFACE_VERSION == 1
 
-    indicator_df = resolver.strategy.advise_indicators(result, metadata=metadata)
+    indicator_df = strategy.advise_indicators(result, metadata=metadata)
     assert isinstance(indicator_df, DataFrame)
     assert 'adx' in indicator_df.columns
 
-    buydf = resolver.strategy.advise_buy(result, metadata=metadata)
+    buydf = strategy.advise_buy(result, metadata=metadata)
     assert isinstance(buydf, DataFrame)
     assert 'buy' in buydf.columns
 
-    selldf = resolver.strategy.advise_sell(result, metadata=metadata)
+    selldf = strategy.advise_sell(result, metadata=metadata)
     assert isinstance(selldf, DataFrame)
     assert 'sell' in selldf
 
 
 def test_strategy_interface_versioning(result, monkeypatch, default_conf):
     default_conf.update({'strategy': 'DefaultStrategy'})
-    resolver = StrategyResolver(default_conf)
+    strategy = StrategyResolver.load_strategy(default_conf)
     metadata = {'pair': 'ETH/BTC'}
 
     # Make sure we are using a legacy function
-    assert resolver.strategy._populate_fun_len == 3
-    assert resolver.strategy._buy_fun_len == 3
-    assert resolver.strategy._sell_fun_len == 3
-    assert resolver.strategy.INTERFACE_VERSION == 2
+    assert strategy._populate_fun_len == 3
+    assert strategy._buy_fun_len == 3
+    assert strategy._sell_fun_len == 3
+    assert strategy.INTERFACE_VERSION == 2
 
-    indicator_df = resolver.strategy.advise_indicators(result, metadata=metadata)
+    indicator_df = strategy.advise_indicators(result, metadata=metadata)
     assert isinstance(indicator_df, DataFrame)
     assert 'adx' in indicator_df.columns
 
-    buydf = resolver.strategy.advise_buy(result, metadata=metadata)
+    buydf = strategy.advise_buy(result, metadata=metadata)
     assert isinstance(buydf, DataFrame)
     assert 'buy' in buydf.columns
 
-    selldf = resolver.strategy.advise_sell(result, metadata=metadata)
+    selldf = strategy.advise_sell(result, metadata=metadata)
     assert isinstance(selldf, DataFrame)
     assert 'sell' in selldf

From 90cabd7c21306f6f7fda068e40936e7f005ca825 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Dec 2019 10:46:35 +0100
Subject: [PATCH 0041/1106] Wrap line

---
 tests/strategy/test_strategy.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/tests/strategy/test_strategy.py b/tests/strategy/test_strategy.py
index 116eec56b..ce7ac1741 100644
--- a/tests/strategy/test_strategy.py
+++ b/tests/strategy/test_strategy.py
@@ -58,7 +58,8 @@ def test_load_strategy_base64(result, caplog, default_conf):
 def test_load_strategy_invalid_directory(result, caplog, default_conf):
     default_conf['strategy'] = 'DefaultStrategy'
     extra_dir = Path.cwd() / 'some/path'
-    strategy = StrategyResolver._load_strategy('DefaultStrategy', config=default_conf, extra_dir=extra_dir)
+    strategy = StrategyResolver._load_strategy('DefaultStrategy', config=default_conf,
+                                               extra_dir=extra_dir)
 
     assert log_has_re(r'Path .*' + r'some.*path.*' + r'.* does not exist', caplog)
 

From bb8acc61db3685f09e34169c0e4f8bb17fac8588 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Dec 2019 15:09:17 +0100
Subject: [PATCH 0042/1106] Convert datadir within config to Path

(it's used as Path all the time!)
---
 freqtrade/configuration/configuration.py        | 2 +-
 freqtrade/configuration/directory_operations.py | 4 ++--
 freqtrade/data/dataprovider.py                  | 3 +--
 freqtrade/utils.py                              | 9 ++++-----
 tests/test_configuration.py                     | 2 +-
 5 files changed, 9 insertions(+), 11 deletions(-)

diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index 001e89303..f73b52c10 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -403,7 +403,7 @@ class Configuration:
             config['pairs'] = config.get('exchange', {}).get('pair_whitelist')
         else:
             # Fall back to /dl_path/pairs.json
-            pairs_file = Path(config['datadir']) / "pairs.json"
+            pairs_file = config['datadir'] / "pairs.json"
             if pairs_file.exists():
                 with pairs_file.open('r') as f:
                     config['pairs'] = json_load(f)
diff --git a/freqtrade/configuration/directory_operations.py b/freqtrade/configuration/directory_operations.py
index 3dd76a025..556f27742 100644
--- a/freqtrade/configuration/directory_operations.py
+++ b/freqtrade/configuration/directory_operations.py
@@ -9,7 +9,7 @@ from freqtrade.constants import USER_DATA_FILES
 logger = logging.getLogger(__name__)
 
 
-def create_datadir(config: Dict[str, Any], datadir: Optional[str] = None) -> str:
+def create_datadir(config: Dict[str, Any], datadir: Optional[str] = None) -> Path:
 
     folder = Path(datadir) if datadir else Path(f"{config['user_data_dir']}/data")
     if not datadir:
@@ -20,7 +20,7 @@ def create_datadir(config: Dict[str, Any], datadir: Optional[str] = None) -> str
     if not folder.is_dir():
         folder.mkdir(parents=True)
         logger.info(f'Created data directory: {datadir}')
-    return str(folder)
+    return folder
 
 
 def create_userdata_dir(directory: str, create_dir=False) -> Path:
diff --git a/freqtrade/data/dataprovider.py b/freqtrade/data/dataprovider.py
index 7b7159145..2964d1cb7 100644
--- a/freqtrade/data/dataprovider.py
+++ b/freqtrade/data/dataprovider.py
@@ -5,7 +5,6 @@ including Klines, tickers, historic data
 Common Interface for bot and strategy to access data.
 """
 import logging
-from pathlib import Path
 from typing import Any, Dict, List, Optional, Tuple
 
 from pandas import DataFrame
@@ -65,7 +64,7 @@ class DataProvider:
         """
         return load_pair_history(pair=pair,
                                  timeframe=timeframe or self._config['ticker_interval'],
-                                 datadir=Path(self._config['datadir'])
+                                 datadir=self._config['datadir']
                                  )
 
     def get_pair_dataframe(self, pair: str, timeframe: str = None) -> DataFrame:
diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 9e01c7ea6..2ae9e1ecb 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -191,9 +191,8 @@ def start_download_data(args: Dict[str, Any]) -> None:
             "Downloading data requires a list of pairs. "
             "Please check the documentation on how to configure this.")
 
-    dl_path = Path(config['datadir'])
     logger.info(f'About to download pairs: {config["pairs"]}, '
-                f'intervals: {config["timeframes"]} to {dl_path}')
+                f'intervals: {config["timeframes"]} to {config["datadir"]}')
 
     pairs_not_available: List[str] = []
 
@@ -203,17 +202,17 @@ def start_download_data(args: Dict[str, Any]) -> None:
 
         if config.get('download_trades'):
             pairs_not_available = refresh_backtest_trades_data(
-                exchange, pairs=config["pairs"], datadir=Path(config['datadir']),
+                exchange, pairs=config["pairs"], datadir=config['datadir'],
                 timerange=timerange, erase=config.get("erase"))
 
             # Convert downloaded trade data to different timeframes
             convert_trades_to_ohlcv(
                 pairs=config["pairs"], timeframes=config["timeframes"],
-                datadir=Path(config['datadir']), timerange=timerange, erase=config.get("erase"))
+                datadir=config['datadir'], timerange=timerange, erase=config.get("erase"))
         else:
             pairs_not_available = refresh_backtest_ohlcv_data(
                 exchange, pairs=config["pairs"], timeframes=config["timeframes"],
-                datadir=Path(config['datadir']), timerange=timerange, erase=config.get("erase"))
+                datadir=config['datadir'], timerange=timerange, erase=config.get("erase"))
 
     except KeyboardInterrupt:
         sys.exit("SIGINT received, aborting ...")
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index 292d53315..6564417b3 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -977,7 +977,7 @@ def test_pairlist_resolving_fallback(mocker):
 
     assert config['pairs'] == ['ETH/BTC', 'XRP/BTC']
     assert config['exchange']['name'] == 'binance'
-    assert config['datadir'] == str(Path.cwd() / "user_data/data/binance")
+    assert config['datadir'] == Path.cwd() / "user_data/data/binance"
 
 
 @pytest.mark.parametrize("setting", [

From ecbb77c17fa3130e2d3dbef2044a7c2d8447685b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Dec 2019 15:13:55 +0100
Subject: [PATCH 0043/1106] Add forgotten option

---
 freqtrade/plot/plotting.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index 85089af9c..62081194f 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -37,7 +37,7 @@ def init_plotscript(config):
     timerange = TimeRange.parse_timerange(config.get("timerange"))
 
     tickers = history.load_data(
-        datadir=Path(str(config.get("datadir"))),
+        datadir=config.get("datadir"),
         pairs=pairs,
         timeframe=config.get('ticker_interval', '5m'),
         timerange=timerange,

From c6b9c8eca0722305f6d450cf7d9cada9cae216ea Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Dec 2019 19:32:31 +0100
Subject: [PATCH 0044/1106] Forgot to save

---
 freqtrade/edge/__init__.py        | 4 ++--
 freqtrade/optimize/backtesting.py | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/freqtrade/edge/__init__.py b/freqtrade/edge/__init__.py
index e56071a98..e1dfe8e25 100644
--- a/freqtrade/edge/__init__.py
+++ b/freqtrade/edge/__init__.py
@@ -96,7 +96,7 @@ class Edge:
 
         if self._refresh_pairs:
             history.refresh_data(
-                datadir=Path(self.config['datadir']),
+                datadir=self.config['datadir'],
                 pairs=pairs,
                 exchange=self.exchange,
                 timeframe=self.strategy.ticker_interval,
@@ -104,7 +104,7 @@ class Edge:
             )
 
         data = history.load_data(
-            datadir=Path(self.config['datadir']),
+            datadir=self.config['datadir'],
             pairs=pairs,
             timeframe=self.strategy.ticker_interval,
             timerange=self._timerange,
diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 726257cdd..630cd106f 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -109,7 +109,7 @@ class Backtesting:
             'timerange') is None else str(self.config.get('timerange')))
 
         data = history.load_data(
-            datadir=Path(self.config['datadir']),
+            datadir=self.config['datadir'],
             pairs=self.config['exchange']['pair_whitelist'],
             timeframe=self.timeframe,
             timerange=timerange,

From 0ac5e5035c499e07569f63dca45ac11938a601c3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Dec 2019 20:43:31 +0100
Subject: [PATCH 0045/1106] Remove unused import

---
 freqtrade/edge/__init__.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/freqtrade/edge/__init__.py b/freqtrade/edge/__init__.py
index e1dfe8e25..9ad2485ef 100644
--- a/freqtrade/edge/__init__.py
+++ b/freqtrade/edge/__init__.py
@@ -1,7 +1,6 @@
 # pragma pylint: disable=W0603
 """ Edge positioning package """
 import logging
-from pathlib import Path
 from typing import Any, Dict, NamedTuple
 
 import arrow

From 690eb2a52b1883e3faff22a29a2f68dcaad4aa2f Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Tue, 24 Dec 2019 07:19:35 +0300
Subject: [PATCH 0046/1106] configuration.md reviewed

---
 docs/configuration.md | 39 +++++++++++++++++++++------------------
 1 file changed, 21 insertions(+), 18 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 8ae824277..b3292ee74 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -388,48 +388,51 @@ The valid values are:
 
 ## Prices used for orders
 
-Prices for regular orders can be controlled via the parameter structures `bid_strategy` for Buying, and `ask_strategy` for selling.
-Prices are always retrieved right before an order is placed, either by querying the `fetch_ticker()` endpoint of the exchange (usually `/ticker`), or by using the orderbook.
+Prices for regular orders can be controlled via the parameter structures `bid_strategy` for buying and `ask_strategy` for selling.
+Prices are always retrieved right before an order is placed, either by querying the exchange tickers or by using the orderbook data.
+
+!!! Note
+    Orderbook data used by Freqtrade are the data retrieved from exchange by the ccxt's function `fetch_order_book()`, i.e. are usually data from the L2-aggregated orderbook, while the ticker data are the structures returned by the ccxt's `fetch_ticker()`/`fetch_tickers()` functions. Refer to the ccxt library [documentation](https://github.com/ccxt/ccxt/wiki/Manual#market-data) for more details.
 
 ### Buy price
 
 #### Check depth of market
 
-When enabling `bid_strategy.check_depth_of_market.enabled=True`, then buy signals will be filtered based on the orderbook size for each size (sum of all amounts).
-Orderbook bid size is then divided by Orderbook ask size - and the resulting delta is compared to `bid_strategy.check_depth_of_market.bids_to_ask_delta`, and a buy is only executed if the orderbook delta is bigger or equal to the configured delta.
+When check depth of market is enabled (i.e. `bid_strategy.check_depth_of_market.enabled=True`), the buy signals are filtered based on the orderbook depth (sum of all amounts) for each orderbook side.
+
+Orderbook `bid` (buy) side depth is then divided by the orderbook `ask` (sell) side depth and the resulting delta is compared to the value of the `bid_strategy.check_depth_of_market.bids_to_ask_delta` parameter. The buy order is only executed if the orderbook delta is greater than or equal to the configured delta value.
 
 !!! Note
-    A calculated delta below 1 means that sell order size is greater, while value greater than 1 means buy order size is higher
+    A delta value below 1 means that `ask` (sell) orderbook side depth is greater than the depth of the `bid` (buy) orderbook side, while a value greater than 1 means opposite (depth of the buy side is higher than the depth of the sell side).
 
 #### Buy price with Orderbook enabled
 
-When buying with the orderbook enabled (`bid_strategy.use_order_book=True`) - Freqtrade will fetch the `bid_strategy.order_book_top` entries in the orderbook, and will then use the entry specified as `bid_strategy.order_book_top` on the `bids` side of the orderbook. 1 specifies the topmost entry in the Orderbook - while 2 would use the 2nd entry in the Orderbook.
+When buying with the orderbook enabled (`bid_strategy.use_order_book=True`), Freqtrade fetches the `bid_strategy.order_book_top` entries from the orderbook and then uses the entry specified as `bid_strategy.order_book_top` on the `bid` (buy) side of the orderbook. 1 specifies the topmost entry in the orderbook, while 2 would use the 2nd entry in the orderbook, and so on.
 
-#### Buy price without Orderbook
+#### Buy price without Orderbook enabled
 
-When not using orderbook (`bid_strategy.use_order_book=False`), then Freqtrade will use the best `ask` price based on a call to `fetch_ticker()` if it's below the `last` traded price.
-Otherwise, it'll calculate a rate between `ask` and `last` price.
+When not using orderbook (`bid_strategy.use_order_book=False`), Freqtrade uses the best `ask` (sell) price from the ticker if it's below the `last` traded price from the ticker. Otherwise (when the `ask` price is not below the `last` price), it calculates a rate between `ask` and `last` price.
 
-The `bid_strategy.ask_last_balance` configuration parameter controls this. A value of `0.0` will use `ask` price, `1.0` will use the `last` price and values between those interpolate between ask and last
-price.
-Using `ask` price will guarantee quick success in bid, but bot will also end up paying more than what would have been necessary.
+The `bid_strategy.ask_last_balance` configuration parameter controls this. A value of `0.0` will use `ask` price, while `1.0` will use the `last` price and values between those interpolate between ask and last price.
+
+Using `ask` price often guarantees quicker success in the bid, but the bot can also end up paying more than what would have been necessary.
 
 ### Sell price
 
 #### Sell price with Orderbook enabled
 
-When selling with the Orderbook enabled (`ask_strategy.use_order_book=True`) - Freqtrade will fetch the `ask_strategy.order_book_max` entries in the orderbook. Freqtrade will then validate each of the orderbook steps between `ask_strategy.order_book_min` and `ask_strategy.order_book_max` on the `ask` side for a profitable sell-possibility based on the strategy configuration and will place a sell order at the first profitable spot.
+When selling with the orderbook enabled (`ask_strategy.use_order_book=True`), Freqtrade fetches the `ask_strategy.order_book_max` entries in the orderbook. Then each of the orderbook steps between `ask_strategy.order_book_min` and `ask_strategy.order_book_max` on the `ask` orderbook side are validated for a profitable sell-possibility based on the strategy configuration and the sell order is placed at the first profitable spot.
+
+The idea here is to place the sell order early, to be ahead in the queue.
 
-The idea here is to place the sell-order early, to be ahead in the queue.
 A fixed slot (mirroring `bid_strategy.order_book_top`) can be defined by setting `ask_strategy.order_book_min` and `ask_strategy.order_book_max` to the same number.
 
 !!! Warning "Orderbook and stoploss_on_exchange"
-    Using `ask_strategy.order_book_max` higher than 1 may increase the risk, since an eventual [stoploss on exchange](#understand-order_types) will be need to be cancelled as soon as the order is placed.
+    Using `ask_strategy.order_book_max` higher than 1 may increase the risk, since an eventual [stoploss on exchange](#understand-order_types) will be needed to be cancelled as soon as the order is placed.
 
+#### Sell price without Orderbook enabled
 
-#### Sell price without orderbook
-
-When not using orderbook (`ask_strategy.use_order_book=False`), then the best `bid` will be used as sell rate based on a call to `fetch_ticker()`.
+When not using orderbook (`ask_strategy.use_order_book=False`), the `bid` price from the ticker will be used as the sell price.
 
 ## Pairlists
 

From f487dac047bfb1d61a93c5f45d9a08ddfcdab5bc Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Dec 2019 06:27:11 +0100
Subject: [PATCH 0047/1106] FIx bug in dry-run wallets causing balances to stay
 there after trades are sold

---
 freqtrade/wallets.py | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/freqtrade/wallets.py b/freqtrade/wallets.py
index dd706438f..54c3f9138 100644
--- a/freqtrade/wallets.py
+++ b/freqtrade/wallets.py
@@ -58,13 +58,15 @@ class Wallets:
         - Subtract currently tied up stake_amount in open trades
         - update balances for currencies currently in trades
         """
+        # Recreate _wallets to reset closed trade balances
+        _wallets = {}
         closed_trades = Trade.get_trades(Trade.is_open.is_(False)).all()
         open_trades = Trade.get_trades(Trade.is_open.is_(True)).all()
         tot_profit = sum([trade.calc_profit() for trade in closed_trades])
         tot_in_trades = sum([trade.stake_amount for trade in open_trades])
 
         current_stake = self.start_cap + tot_profit - tot_in_trades
-        self._wallets[self._config['stake_currency']] = Wallet(
+        _wallets[self._config['stake_currency']] = Wallet(
             self._config['stake_currency'],
             current_stake,
             0,
@@ -73,12 +75,13 @@ class Wallets:
 
         for trade in open_trades:
             curr = trade.pair.split('/')[0]
-            self._wallets[curr] = Wallet(
+            _wallets[curr] = Wallet(
                 curr,
                 trade.amount,
                 0,
                 trade.amount
             )
+        self._wallets = _wallets
 
     def _update_live(self) -> None:
 

From 33cfeaf9b01a51fc16d3dd9a437a6ffc5c670955 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Dec 2019 06:31:05 +0100
Subject: [PATCH 0048/1106] Remove i.e.  where it doesn't fit

---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index b3292ee74..b1b03c721 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -398,7 +398,7 @@ Prices are always retrieved right before an order is placed, either by querying
 
 #### Check depth of market
 
-When check depth of market is enabled (i.e. `bid_strategy.check_depth_of_market.enabled=True`), the buy signals are filtered based on the orderbook depth (sum of all amounts) for each orderbook side.
+When check depth of market is enabled (`bid_strategy.check_depth_of_market.enabled=True`), the buy signals are filtered based on the orderbook depth (sum of all amounts) for each orderbook side.
 
 Orderbook `bid` (buy) side depth is then divided by the orderbook `ask` (sell) side depth and the resulting delta is compared to the value of the `bid_strategy.check_depth_of_market.bids_to_ask_delta` parameter. The buy order is only executed if the orderbook delta is greater than or equal to the configured delta value.
 

From b8442d536a41e4b93872618f38239fadcaa20f28 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Dec 2019 06:47:25 +0100
Subject: [PATCH 0049/1106] Update integration test to also test
 dry-run-wallets

---
 tests/test_integration.py | 29 ++++++++++++++++++++++++++---
 1 file changed, 26 insertions(+), 3 deletions(-)

diff --git a/tests/test_integration.py b/tests/test_integration.py
index 728e96d55..c5d08ec22 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -118,12 +118,10 @@ def test_forcebuy_last_unlimited(default_conf, ticker, fee, limit_buy_order, moc
     default_conf['max_open_trades'] = 5
     default_conf['forcebuy_enable'] = True
     default_conf['stake_amount'] = 'unlimited'
+    default_conf['dry_run_wallet'] = 1000
     default_conf['exchange']['name'] = 'binance'
     default_conf['telegram']['enabled'] = True
     mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
-    mocker.patch('freqtrade.wallets.Wallets.get_free', MagicMock(
-        side_effect=[1000, 800, 600, 400, 200]
-    ))
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         get_ticker=ticker,
@@ -138,6 +136,14 @@ def test_forcebuy_last_unlimited(default_conf, ticker, fee, limit_buy_order, moc
         update_trade_state=MagicMock(),
         _notify_sell=MagicMock(),
     )
+    should_sell_mock = MagicMock(side_effect=[
+        SellCheckTuple(sell_flag=False, sell_type=SellType.NONE),
+        SellCheckTuple(sell_flag=True, sell_type=SellType.SELL_SIGNAL),
+        SellCheckTuple(sell_flag=False, sell_type=SellType.NONE),
+        SellCheckTuple(sell_flag=False, sell_type=SellType.NONE),
+        SellCheckTuple(sell_flag=None, sell_type=SellType.NONE)]
+    )
+    mocker.patch("freqtrade.strategy.interface.IStrategy.should_sell", should_sell_mock)
 
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
     rpc = RPC(freqtrade)
@@ -158,3 +164,20 @@ def test_forcebuy_last_unlimited(default_conf, ticker, fee, limit_buy_order, moc
 
     for trade in trades:
         assert trade.stake_amount == 200
+        # Reset trade open order id's
+        trade.open_order_id = None
+    trades = Trade.get_open_trades()
+    assert len(trades) == 5
+    bals = freqtrade.wallets.get_all_balances()
+
+    freqtrade.process_maybe_execute_sells(trades)
+    trades = Trade.get_open_trades()
+    # One trade sold
+    assert len(trades) == 4
+    # Validate that balance of sold trade is not in dry-run balances anymore.
+    bals2 = freqtrade.wallets.get_all_balances()
+    assert bals != bals2
+    assert len(bals) == 6
+    assert len(bals2) == 5
+    assert 'LTC' in bals
+    assert 'LTC' not in bals2

From a105e5664a3d166a2c641a0da8ce10fea5f55d7b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Dec 2019 06:58:30 +0100
Subject: [PATCH 0050/1106] Align /balance output to show everything in stake
 currency

the conversation to BTC does not make sense
---
 freqtrade/rpc/rpc.py           | 3 ++-
 freqtrade/rpc/telegram.py      | 4 ++--
 tests/rpc/test_rpc_telegram.py | 2 +-
 3 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 3b4b7570a..d6d442df5 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -341,13 +341,14 @@ class RPC:
                 raise RPCException('All balances are zero.')
 
         symbol = fiat_display_currency
-        value = self._fiat_converter.convert_amount(total, 'BTC',
+        value = self._fiat_converter.convert_amount(total, stake_currency,
                                                     symbol) if self._fiat_converter else 0
         return {
             'currencies': output,
             'total': total,
             'symbol': symbol,
             'value': value,
+            'stake': stake_currency,
             'note': 'Simulated balances' if self._freqtrade.config.get('dry_run', False) else ''
         }
 
diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py
index e0e2afd7b..e9ecdcff6 100644
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@@ -335,7 +335,7 @@ class Telegram(RPC):
             output = ''
             if self._config['dry_run']:
                 output += (
-                    f"*Warning:*Simulated balances in Dry Mode.\n"
+                    f"*Warning:* Simulated balances in Dry Mode.\n"
                     "This mode is still experimental!\n"
                     "Starting capital: "
                     f"`{self._config['dry_run_wallet']}` {self._config['stake_currency']}.\n"
@@ -358,7 +358,7 @@ class Telegram(RPC):
                     output += curr_output
 
             output += "\n*Estimated Value*:\n" \
-                      "\t`BTC: {total: .8f}`\n" \
+                      "\t`{stake}: {total: .8f}`\n" \
                       "\t`{symbol}: {value: .2f}`\n".format(**result)
             self._send_msg(output)
         except RPCException as e:
diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py
index b02f11394..8126ab64c 100644
--- a/tests/rpc/test_rpc_telegram.py
+++ b/tests/rpc/test_rpc_telegram.py
@@ -534,7 +534,7 @@ def test_balance_handle_empty_response_dry(default_conf, update, mocker) -> None
     telegram._balance(update=update, context=MagicMock())
     result = msg_mock.call_args_list[0][0][0]
     assert msg_mock.call_count == 1
-    assert "*Warning:*Simulated balances in Dry Mode." in result
+    assert "*Warning:* Simulated balances in Dry Mode." in result
     assert "Starting capital: `1000` BTC" in result
 
 

From 83ed0b38c1d2fdd4305ad0c7d332ef944b24ebea Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Dec 2019 07:10:57 +0100
Subject: [PATCH 0051/1106] Wordwrap before keep it secret

---
 docs/configuration.md | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 43964e882..2f61343db 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -38,8 +38,8 @@ The prevelance for all Options is as follows:
 
 Mandatory parameters are marked as **Required**, which means that they are required to be set in one of the possible ways.
 
-|  Command | Description |
-|----------|-------------|
+|  Parameter | Description |
+|------------|-------------|
 | `max_open_trades` | **Required.** Number of trades open your bot will have. If -1 then it is ignored (i.e. potentially unlimited open trades).<br> ***Datatype:*** *Positive integer or -1.*
 | `stake_currency` | **Required.** Crypto-currency used for trading. [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
 | `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#understand-stake_amount). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Positive float or `"unlimited"`.*
@@ -72,9 +72,9 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `order_time_in_force` | Configure time in force for buy and sell orders. [More information below](#understand-order_time_in_force). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Dict*
 | `exchange.name` | **Required.** Name of the exchange class to use. [List below](#user-content-what-values-for-exchangename). <br> ***Datatype:*** *String*
 | `exchange.sandbox` | Use the 'sandbox' version of the exchange, where the exchange provides a sandbox for risk-free integration. See [here](sandbox-testing.md) in more details.<br> ***Datatype:*** *Boolean*
-| `exchange.key` | API key to use for the exchange. Only required when you are in production mode. **Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
-| `exchange.secret` | API secret to use for the exchange. Only required when you are in production mode. **Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
-| `exchange.password` | API password to use for the exchange. Only required when you are in production mode and for exchanges that use password for API requests. **Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
+| `exchange.key` | API key to use for the exchange. Only required when you are in production mode.<br>**Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
+| `exchange.secret` | API secret to use for the exchange. Only required when you are in production mode.<br>**Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
+| `exchange.password` | API password to use for the exchange. Only required when you are in production mode and for exchanges that use password for API requests.<br>**Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
 | `exchange.pair_whitelist` | List of pairs to use by the bot for trading and to check for potential trades during backtesting. Not used by VolumePairList (see [below](#dynamic-pairlists)). <br> ***Datatype:*** *List*
 | `exchange.pair_blacklist` | List of pairs the bot must absolutely avoid for trading and backtesting (see [below](#dynamic-pairlists)). <br> ***Datatype:*** *List*
 | `exchange.ccxt_config` | Additional CCXT parameters passed to the regular ccxt instance. Parameters may differ from exchange to exchange and are documented in the [ccxt documentation](https://ccxt.readthedocs.io/en/latest/manual.html#instantiation) <br> ***Datatype:*** *Dict*
@@ -84,8 +84,8 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `experimental.block_bad_exchanges` | Block exchanges known to not work with freqtrade. Leave on default unless you want to test if that exchange works now. <br>*Defaults to `true`.* <br> ***Datatype:*** *Boolean*
 | `pairlists` | Define one or more pairlists to be used. [More information below](#dynamic-pairlists). <br>*Defaults to `StaticPairList`.*  <br> ***Datatype:*** *List of Dicts*
 | `telegram.enabled` | Enable the usage of Telegram. <br> ***Datatype:*** *Boolean*
-| `telegram.token` | Your Telegram bot token. Only required if `telegram.enabled` is `true`. **Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
-| `telegram.chat_id` | Your personal Telegram account id. Only required if `telegram.enabled` is `true`. **Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
+| `telegram.token` | Your Telegram bot token. Only required if `telegram.enabled` is `true`. <br>**Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
+| `telegram.chat_id` | Your personal Telegram account id. Only required if `telegram.enabled` is `true`. <br>**Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
 | `webhook.enabled` | Enable usage of Webhook notifications <br> ***Datatype:*** *Boolean*
 | `webhook.url` | URL for the webhook. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> ***Datatype:*** *String*
 | `webhook.webhookbuy` | Payload to send on buy. Only required if `webhook.enabled` is `true`. See the [webhook documentationV](webhook-config.md) for more details. <br> ***Datatype:*** *String*
@@ -93,9 +93,9 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `webhook.webhookstatus` | Payload to send on status calls. Only required if `webhook.enabled` is `true`. See the [webhook documentationV](webhook-config.md) for more details. <br> ***Datatype:*** *String*
 | `api_server.enabled` | Enable usage of API Server. See the [API Server documentation](rest-api.md) for more details. <br> ***Datatype:*** *Boolean*
 | `api_server.listen_ip_address` | Bind IP address. See the [API Server documentation](rest-api.md) for more details. <br> ***Datatype:*** *IPv4*
-| `api_server.listen_port` | Bind Port. See the [API Server documentation](rest-api.md) for more details. <br> ***Datatype:*** *Integer between 1024 and 65535*
-| `api_server.username` | Username for API server. See the [API Server documentation](rest-api.md) for more details. **Keep it in secret, do not disclose publicly.**<br> ***Datatype:*** *String*
-| `api_server.password` | Password for API server. See the [API Server documentation](rest-api.md) for more details. **Keep it in secret, do not disclose publicly.**<br> ***Datatype:*** *String*
+| `api_server.listen_port` | Bind Port. See the [API Server documentation](rest-api.md) for more details. <br>***Datatype:*** *Integer between 1024 and 65535*
+| `api_server.username` | Username for API server. See the [API Server documentation](rest-api.md) for more details. <br>**Keep it in secret, do not disclose publicly.**<br> ***Datatype:*** *String*
+| `api_server.password` | Password for API server. See the [API Server documentation](rest-api.md) for more details. <br>**Keep it in secret, do not disclose publicly.**<br> ***Datatype:*** *String*
 | `db_url` | Declares database URL to use. NOTE: This defaults to `sqlite:///tradesv3.dryrun.sqlite` if `dry_run` is `true`, and to `sqlite:///tradesv3.sqlite` for production instances. <br> ***Datatype:*** *String, SQLAlchemy connect string*
 | `initial_state` | Defines the initial application state. More information below. <br>*Defaults to `stopped`.* <br> ***Datatype:*** *Enum, either `stopped` or `running`*
 | `forcebuy_enable` | Enables the RPC Commands to force a buy. More information below. <br> ***Datatype:*** *Boolean*

From 48935d2932ca5b3317463bf78f3dda397eaf5126 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Dec 2019 07:25:18 +0100
Subject: [PATCH 0052/1106] Align edge documentation to configuration page

---
 docs/edge.md | 153 ++++++++++++++++++---------------------------------
 1 file changed, 54 insertions(+), 99 deletions(-)

diff --git a/docs/edge.md b/docs/edge.md
index c7b088476..769e48927 100644
--- a/docs/edge.md
+++ b/docs/edge.md
@@ -1,4 +1,4 @@
-#  Edge positioning
+# Edge positioning
 
 This page explains how to use Edge Positioning module in your bot in order to enter into a trade only if the trade has a reasonable win rate and risk reward ratio, and consequently adjust your position size and stoploss.
 
@@ -9,6 +9,7 @@ This page explains how to use Edge Positioning module in your bot in order to en
     Edge does not consider anything else than buy/sell/stoploss signals. So trailing stoploss, ROI, and everything else are ignored in its calculation.
 
 ## Introduction
+
 Trading is all about probability. No one can claim that he has a strategy working all the time. You have to assume that sometimes you lose.
 
 But it doesn't mean there is no rule, it only means rules should work "most of the time". Let's play a game: we toss a coin, heads: I give you 10$, tails: you give me 10$. Is it an interesting game? No, it's quite boring, isn't it?
@@ -22,43 +23,61 @@ Let's complicate it more: you win 80% of the time but only 2$, I win 20% of the
 The question is: How do you calculate that? How do you know if you wanna play?
 
 The answer comes to two factors:
+
 - Win Rate
 - Risk Reward Ratio
 
 ### Win Rate
+
 Win Rate (*W*) is is the mean over some amount of trades (*N*) what is the percentage of winning trades to total number of trades (note that we don't consider how much you gained but only if you won or not).
 
-    W = (Number of winning trades) / (Total number of trades) = (Number of winning trades) / N
+```
+W = (Number of winning trades) / (Total number of trades) = (Number of winning trades) / N
+```
 
 Complementary Loss Rate (*L*) is defined as
 
-    L = (Number of losing trades) / (Total number of trades) = (Number of losing trades) / N
+```
+L = (Number of losing trades) / (Total number of trades) = (Number of losing trades) / N
+```
 
 or, which is the same, as
 
-    L = 1 – W
+```
+L = 1 – W
+```
 
 ### Risk Reward Ratio
+
 Risk Reward Ratio (*R*) is a formula used to measure the expected gains of a given investment against the risk of loss. It is basically what you potentially win divided by what you potentially lose:
 
-    R = Profit / Loss
+```
+R = Profit / Loss
+```
 
 Over time, on many trades, you can calculate your risk reward by dividing your average profit on winning trades by your average loss on losing trades:
 
-    Average profit = (Sum of profits) / (Number of winning trades)
+```
+Average profit = (Sum of profits) / (Number of winning trades)
 
-    Average loss = (Sum of losses) / (Number of losing trades)
+Average loss = (Sum of losses) / (Number of losing trades)
 
-    R = (Average profit) / (Average loss)
+R = (Average profit) / (Average loss)
+```
 
 ### Expectancy
+
 At this point we can combine *W* and *R* to create an expectancy ratio. This is a simple process of multiplying the risk reward ratio by the percentage of winning trades and subtracting the percentage of losing trades, which is calculated as follows:
 
-    Expectancy Ratio = (Risk Reward Ratio X Win Rate) – Loss Rate = (R X W) – L
+```
+Expectancy Ratio = (Risk Reward Ratio X Win Rate) – Loss Rate = (R X W) – L
+```
 
 So lets say your Win rate is 28% and your Risk Reward Ratio is 5:
 
-    Expectancy = (5 X 0.28) – 0.72 = 0.68
+```
+Expectancy = (5 X 0.28) – 0.72 = 0.68
+```
 
 Superficially, this means that on average you expect this strategy’s trades to return .68 times the size of your loses. This is important for two reasons: First, it may seem obvious, but you know right away that you have a positive return. Second, you now have a number you can compare to other candidate systems to make decisions about which ones you employ.
 
@@ -69,6 +88,7 @@ You can also use this value to evaluate the effectiveness of modifications to th
 **NOTICE:** It's important to keep in mind that Edge is testing your expectancy using historical data, there's no guarantee that you will have a similar edge in the future. It's still vital to do this testing in order to build confidence in your methodology, but be wary of "curve-fitting" your approach to the historical data as things are unlikely to play out the exact same way for future trades.
 
 ## How does it work?
+
 If enabled in config, Edge will go through historical data with a range of stoplosses in order to find buy and sell/stoploss signals. It then calculates win rate and expectancy over *N* trades for each stoploss. Here is an example:
 
 | Pair   |      Stoploss      |  Win Rate | Risk Reward Ratio | Expectancy |
@@ -83,6 +103,7 @@ The goal here is to find the best stoploss for the strategy in order to have the
 Edge module then forces stoploss value it evaluated to your strategy dynamically.
 
 ### Position size
+
 Edge also dictates the stake amount for each trade to the bot according to the following factors:
 
 - Allowed capital at risk
@@ -90,13 +111,17 @@ Edge also dictates the stake amount for each trade to the bot according to the f
 
 Allowed capital at risk is calculated as follows:
 
-    Allowed capital at risk = (Capital available_percentage) X (Allowed risk per trade)
+```
+Allowed capital at risk = (Capital available_percentage) X (Allowed risk per trade)
+```
 
 Stoploss is calculated as described above against historical data.
 
 Your position size then will be:
 
-    Position size = (Allowed capital at risk) / Stoploss
+```
+Position size = (Allowed capital at risk) / Stoploss
+```
 
 Example:
 
@@ -115,100 +140,30 @@ Available capital doesn’t change before a position is sold. Let’s assume tha
 So the Bot receives another buy signal for trade 4 with a stoploss at 2% then your position size would be **0.055 / 0.02 = 2.75 ETH**.
 
 ## Configurations
+
 Edge module has following configuration options:
 
-#### enabled
-If true, then Edge will run periodically.
-
-(defaults to false)
-
-#### process_throttle_secs
-How often should Edge run in seconds?
-
-(defaults to 3600 so one hour)
-
-#### calculate_since_number_of_days
-Number of days of data against which Edge calculates Win Rate, Risk Reward and Expectancy
-Note that it downloads historical data so increasing this number would lead to slowing down the bot.
-
-(defaults to 7)
-
-#### capital_available_percentage
-This is the percentage of the total capital on exchange in stake currency.
-
-As an example if you have 10 ETH available in your wallet on the exchange and this value is 0.5 (which is 50%), then the bot will use a maximum amount of 5 ETH for trading and considers it as available capital.
-
-(defaults to 0.5)
-
-#### allowed_risk
-Percentage of allowed risk per trade.
-
-(defaults to 0.01 so 1%)
-
-#### stoploss_range_min
-
-Minimum stoploss.
-
-(defaults to -0.01)
-
-#### stoploss_range_max
-
-Maximum stoploss.
-
-(defaults to -0.10)
-
-#### stoploss_range_step
-
-As an example if this is set to -0.01 then Edge will test the strategy for \[-0.01, -0,02, -0,03 ..., -0.09, -0.10\] ranges.
-Note than having a smaller step means having a bigger range which could lead to slow calculation.
-
-If you set this parameter to -0.001, you then slow down the Edge calculation by a factor of 10.
-
-(defaults to -0.01)
-
-#### minimum_winrate
-
-It filters out pairs which don't have at least minimum_winrate.
-
-This comes handy if you want to be conservative and don't comprise win rate in favour of risk reward ratio.
-
-(defaults to 0.60)
-
-#### minimum_expectancy
-
-It filters out pairs which have the expectancy lower than this number.
-
-Having an expectancy of 0.20 means if you put 10$ on a trade you expect a 12$ return.
-
-(defaults to 0.20)
-
-#### min_trade_number
-
-When calculating *W*, *R* and *E* (expectancy) against historical data, you always want to have a minimum number of trades. The more this number is the more Edge is reliable.
-
-Having a win rate of 100% on a single trade doesn't mean anything at all. But having a win rate of 70% over past 100 trades means clearly something.
-
-(defaults to 10, it is highly recommended not to decrease this number)
-
-#### max_trade_duration_minute
-
-Edge will filter out trades with long duration. If a trade is profitable after 1 month, it is hard to evaluate the strategy based on it. But if most of trades are profitable and they have maximum duration of 30 minutes, then it is clearly a good sign.
-
-**NOTICE:** While configuring this value, you should take into consideration your ticker interval. As an example filtering out trades having duration less than one day for a strategy which has 4h interval does not make sense. Default value is set assuming your strategy interval is relatively small (1m or 5m, etc.).
-
-(defaults to 1 day, i.e. to 60 * 24 = 1440 minutes)
-
-#### remove_pumps
-
-Edge will remove sudden pumps in a given market while going through historical data. However, given that pumps happen very often in crypto markets, we recommend you keep this off.
-
-(defaults to false)
+|  Parameter | Description |
+|------------|-------------|
+| `enabled` | If true, then Edge will run periodically. <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
+| `process_throttle_secs` | How often should Edge run in seconds. <br>*Defaults to `3600` (once per hour).* <br> ***Datatype:*** *Integer*
+| `calculate_since_number_of_days` | Number of days of data against which Edge calculates Win Rate, Risk Reward and Expectancy. <br> **Note** that it downloads historical data so increasing this number would lead to slowing down the bot. <br>*Defaults to `7` (once per hour).* <br> ***Datatype:*** *Integer*
+| `capital_available_percentage` | This is the percentage of the total capital on exchange in stake currency. <br>As an example if you have 10 ETH available in your wallet on the exchange and this value is 0.5 (which is 50%), then the bot will use a maximum amount of 5 ETH for trading and considers it as available capital. <br>*Defaults to `0.5` (once per hour).* <br> ***Datatype:*** *Float*
+| `allowed_risk` | Ratio of allowed risk per trade. <br>*Defaults to `0.01` (1%)).* <br> ***Datatype:*** *Float*
+| `stoploss_range_min` | Minimum stoploss. <br>*Defaults to `-0.01`.* <br> ***Datatype:*** *Float*
+| `stoploss_range_max` | Maximum stoploss. <br>*Defaults to `-0.10`.* <br> ***Datatype:*** *Float*
+| `stoploss_range_step` | As an example if this is set to -0.01 then Edge will test the strategy for `[-0.01, -0,02, -0,03 ..., -0.09, -0.10]` ranges. <br> **Note** than having a smaller step means having a bigger range which could lead to slow calculation. <br> If you set this parameter to -0.001, you then slow down the Edge calculation by a factor of 10. <br>*Defaults to `-0.001`.* <br> ***Datatype:*** *Float*
+| `minimum_winrate` | It filters out pairs which don't have at least minimum_winrate. <br>This comes handy if you want to be conservative and don't comprise win rate in favour of risk reward ratio. <br>*Defaults to `0.60`.* <br> ***Datatype:*** *Float*
+| `minimum_expectancy` | It filters out pairs which have the expectancy lower than this number. <br>Having an expectancy of 0.20 means if you put 10$ on a trade you expect a 12$ return. <br>*Defaults to `0.20`.* <br> ***Datatype:*** *Float*
+| `min_trade_number` | When calculating *W*, *R* and *E* (expectancy) against historical data, you always want to have a minimum number of trades. The more this number is the more Edge is reliable. <br>Having a win rate of 100% on a single trade doesn't mean anything at all. But having a win rate of 70% over past 100 trades means clearly something. <br>*Defaults to `10` (it is highly recommended not to decrease this number).* <br> ***Datatype:*** *Integer*
+| `max_trade_duration_minute` | Edge will filter out trades with long duration. If a trade is profitable after 1 month, it is hard to evaluate the strategy based on it. But if most of trades are profitable and they have maximum duration of 30 minutes, then it is clearly a good sign.<br>**NOTICE:** While configuring this value, you should take into consideration your ticker interval. As an example filtering out trades having duration less than one day for a strategy which has 4h interval does not make sense. Default value is set assuming your strategy interval is relatively small (1m or 5m, etc.).<br>*Defaults to `1440` (one day).* <br> ***Datatype:*** *Integer*
+| `remove_pumps` | Edge will remove sudden pumps in a given market while going through historical data. However, given that pumps happen very often in crypto markets, we recommend you keep this off.<br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
 
 ## Running Edge independently
 
 You can run Edge independently in order to see in details the result. Here is an example:
 
-```bash
+``` bash
 freqtrade edge
 ```
 

From a68445692bfdde1d9407a8d3bc1f82d785cd3def Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Dec 2019 16:08:33 +0100
Subject: [PATCH 0053/1106] Add first steps for list-strategies

---
 freqtrade/configuration/arguments.py | 19 ++++++++++++++++---
 freqtrade/utils.py                   |  8 ++++++++
 2 files changed, 24 insertions(+), 3 deletions(-)

diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py
index 41c5c3957..5f7bc74f1 100644
--- a/freqtrade/configuration/arguments.py
+++ b/freqtrade/configuration/arguments.py
@@ -30,6 +30,8 @@ ARGS_HYPEROPT = ARGS_COMMON_OPTIMIZE + ["hyperopt", "hyperopt_path",
 
 ARGS_EDGE = ARGS_COMMON_OPTIMIZE + ["stoploss_range"]
 
+ARGS_LIST_STRATEGIES = ["strategy_path"]
+
 ARGS_LIST_EXCHANGES = ["print_one_column", "list_exchanges_all"]
 
 ARGS_LIST_TIMEFRAMES = ["exchange", "print_one_column"]
@@ -62,7 +64,8 @@ ARGS_HYPEROPT_SHOW = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperop
                       "print_json", "hyperopt_show_no_header"]
 
 NO_CONF_REQURIED = ["download-data", "list-timeframes", "list-markets", "list-pairs",
-                    "hyperopt-list", "hyperopt-show", "plot-dataframe", "plot-profit"]
+                    "list-strategies", "hyperopt-list", "hyperopt-show", "plot-dataframe",
+                    "plot-profit"]
 
 NO_CONF_ALLOWED = ["create-userdir", "list-exchanges", "new-hyperopt", "new-strategy"]
 
@@ -131,8 +134,9 @@ class Arguments:
         from freqtrade.utils import (start_create_userdir, start_download_data,
                                      start_hyperopt_list, start_hyperopt_show,
                                      start_list_exchanges, start_list_markets,
-                                     start_new_hyperopt, start_new_strategy,
-                                     start_list_timeframes, start_test_pairlist, start_trading)
+                                     start_list_strategies, start_new_hyperopt,
+                                     start_new_strategy, start_list_timeframes,
+                                     start_test_pairlist, start_trading)
         from freqtrade.plot.plot_utils import start_plot_dataframe, start_plot_profit
 
         subparsers = self.parser.add_subparsers(dest='command',
@@ -185,6 +189,15 @@ class Arguments:
         build_hyperopt_cmd.set_defaults(func=start_new_hyperopt)
         self._build_args(optionlist=ARGS_BUILD_HYPEROPT, parser=build_hyperopt_cmd)
 
+        # Add list-strategies subcommand
+        list_strategies_cmd = subparsers.add_parser(
+            'list-strategies',
+            help='Print available strategies.',
+            parents=[_common_parser],
+        )
+        list_strategies_cmd.set_defaults(func=start_list_strategies)
+        self._build_args(optionlist=ARGS_LIST_STRATEGIES, parser=list_strategies_cmd)
+
         # Add list-exchanges subcommand
         list_exchanges_cmd = subparsers.add_parser(
             'list-exchanges',
diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 18966c574..c5fc47a74 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -224,6 +224,14 @@ def start_download_data(args: Dict[str, Any]) -> None:
                         f"on exchange {exchange.name}.")
 
 
+def start_list_strategies(args: Dict[str, Any]) -> None:
+    """
+    Print Strategies available in a folder
+    """
+    config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
+    print(config)
+
+
 def start_list_timeframes(args: Dict[str, Any]) -> None:
     """
     Print ticker intervals (timeframes) available on Exchange

From eb1040ddb7445a49168792871ab417360bdfa4a1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Dec 2019 13:34:37 +0100
Subject: [PATCH 0054/1106] Convert resolvers to classmethods

---
 freqtrade/resolvers/exchange_resolver.py |  1 +
 freqtrade/resolvers/hyperopt_resolver.py | 23 +++++++++-------
 freqtrade/resolvers/iresolver.py         | 34 +++++++++++++-----------
 freqtrade/resolvers/pairlist_resolver.py |  6 +++--
 freqtrade/resolvers/strategy_resolver.py | 12 +++++----
 tests/strategy/test_strategy.py          |  2 --
 6 files changed, 43 insertions(+), 35 deletions(-)

diff --git a/freqtrade/resolvers/exchange_resolver.py b/freqtrade/resolvers/exchange_resolver.py
index e28a5cf80..2b6a731a9 100644
--- a/freqtrade/resolvers/exchange_resolver.py
+++ b/freqtrade/resolvers/exchange_resolver.py
@@ -14,6 +14,7 @@ class ExchangeResolver(IResolver):
     """
     This class contains all the logic to load a custom exchange class
     """
+    object_type = Exchange
 
     @staticmethod
     def load_exchange(exchange_name: str, config: dict, validate: bool = True) -> Exchange:
diff --git a/freqtrade/resolvers/hyperopt_resolver.py b/freqtrade/resolvers/hyperopt_resolver.py
index 0726b0627..b9c750251 100644
--- a/freqtrade/resolvers/hyperopt_resolver.py
+++ b/freqtrade/resolvers/hyperopt_resolver.py
@@ -20,6 +20,7 @@ class HyperOptResolver(IResolver):
     """
     This class contains all the logic to load custom hyperopt class
     """
+    object_type = IHyperOpt
 
     @staticmethod
     def load_hyperopt(config: Dict) -> IHyperOpt:
@@ -59,12 +60,13 @@ class HyperOptResolver(IResolver):
         """
         current_path = Path(__file__).parent.parent.joinpath('optimize').resolve()
 
-        abs_paths = IResolver.build_search_paths(config, current_path=current_path,
-                                                 user_subdir=USERPATH_HYPEROPTS,
-                                                 extra_dir=extra_dir)
+        abs_paths = HyperOptResolver.build_search_paths(config, current_path=current_path,
+                                                        user_subdir=USERPATH_HYPEROPTS,
+                                                        extra_dir=extra_dir)
 
-        hyperopt = IResolver._load_object(paths=abs_paths, object_type=IHyperOpt,
-                                          object_name=hyperopt_name, kwargs={'config': config})
+        hyperopt = HyperOptResolver._load_object(paths=abs_paths,
+                                                 object_name=hyperopt_name,
+                                                 kwargs={'config': config})
         if hyperopt:
             return hyperopt
         raise OperationalException(
@@ -77,6 +79,7 @@ class HyperOptLossResolver(IResolver):
     """
     This class contains all the logic to load custom hyperopt loss class
     """
+    object_type = IHyperOptLoss
 
     @staticmethod
     def load_hyperoptloss(config: Dict) -> IHyperOptLoss:
@@ -113,12 +116,12 @@ class HyperOptLossResolver(IResolver):
         """
         current_path = Path(__file__).parent.parent.joinpath('optimize').resolve()
 
-        abs_paths = IResolver.build_search_paths(config, current_path=current_path,
-                                                 user_subdir=USERPATH_HYPEROPTS,
-                                                 extra_dir=extra_dir)
+        abs_paths = HyperOptLossResolver.build_search_paths(config, current_path=current_path,
+                                                            user_subdir=USERPATH_HYPEROPTS,
+                                                            extra_dir=extra_dir)
 
-        hyperoptloss = IResolver._load_object(paths=abs_paths, object_type=IHyperOptLoss,
-                                              object_name=hyper_loss_name)
+        hyperoptloss = HyperOptLossResolver._load_object(paths=abs_paths,
+                                                         object_name=hyper_loss_name)
         if hyperoptloss:
             return hyperoptloss
 
diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index 0b986debb..11937c1da 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -7,7 +7,7 @@ import importlib.util
 import inspect
 import logging
 from pathlib import Path
-from typing import Any, List, Optional, Tuple, Union, Generator
+from typing import Any, Generator, List, Optional, Tuple, Type, Union
 
 logger = logging.getLogger(__name__)
 
@@ -16,6 +16,8 @@ class IResolver:
     """
     This class contains all the logic to load custom classes
     """
+    # Childclasses need to override this
+    object_type: Type[Any]
 
     @staticmethod
     def build_search_paths(config, current_path: Path, user_subdir: Optional[str] = None,
@@ -32,12 +34,11 @@ class IResolver:
 
         return abs_paths
 
-    @staticmethod
-    def _get_valid_object(object_type, module_path: Path,
+    @classmethod
+    def _get_valid_object(cls, module_path: Path,
                           object_name: str) -> Generator[Any, None, None]:
         """
         Generator returning objects with matching object_type and object_name in the path given.
-        :param object_type: object_type (class)
         :param module_path: absolute path to the module
         :param object_name: Class name of the object
         :return: generator containing matching objects
@@ -55,19 +56,21 @@ class IResolver:
 
         valid_objects_gen = (
             obj for name, obj in inspect.getmembers(module, inspect.isclass)
-            if object_name == name and object_type in obj.__bases__
+            if object_name == name and cls.object_type in obj.__bases__
         )
         return valid_objects_gen
 
-    @staticmethod
-    def _search_object(directory: Path, object_type, object_name: str,
+    @classmethod
+    def _search_object(cls, directory: Path, object_name: str,
                        kwargs: dict = {}) -> Union[Tuple[Any, Path], Tuple[None, None]]:
         """
         Search for the objectname in the given directory
         :param directory: relative or absolute directory path
+        :param object_name: ClassName of the object to load
         :return: object instance
         """
-        logger.debug("Searching for %s %s in '%s'", object_type.__name__, object_name, directory)
+        logger.debug("Searching for %s %s in '%s'",
+                     cls.object_type.__name__, object_name, directory)
         for entry in directory.iterdir():
             # Only consider python files
             if not str(entry).endswith('.py'):
@@ -75,14 +78,14 @@ class IResolver:
                 continue
             module_path = entry.resolve()
 
-            obj = next(IResolver._get_valid_object(object_type, module_path, object_name), None)
+            obj = next(cls._get_valid_object(module_path, object_name), None)
 
             if obj:
                 return (obj(**kwargs), module_path)
         return (None, None)
 
-    @staticmethod
-    def _load_object(paths: List[Path], object_type, object_name: str,
+    @classmethod
+    def _load_object(cls, paths: List[Path], object_name: str,
                      kwargs: dict = {}) -> Optional[Any]:
         """
         Try to load object from path list.
@@ -90,13 +93,12 @@ class IResolver:
 
         for _path in paths:
             try:
-                (module, module_path) = IResolver._search_object(directory=_path,
-                                                                 object_type=object_type,
-                                                                 object_name=object_name,
-                                                                 kwargs=kwargs)
+                (module, module_path) = cls._search_object(directory=_path,
+                                                           object_name=object_name,
+                                                           kwargs=kwargs)
                 if module:
                     logger.info(
-                        f"Using resolved {object_type.__name__.lower()[1:]} {object_name} "
+                        f"Using resolved {cls.object_type.__name__.lower()[1:]} {object_name} "
                         f"from '{module_path}'...")
                     return module
             except FileNotFoundError:
diff --git a/freqtrade/resolvers/pairlist_resolver.py b/freqtrade/resolvers/pairlist_resolver.py
index 611660ff4..00ebc03aa 100644
--- a/freqtrade/resolvers/pairlist_resolver.py
+++ b/freqtrade/resolvers/pairlist_resolver.py
@@ -17,6 +17,7 @@ class PairListResolver(IResolver):
     """
     This class contains all the logic to load custom PairList class
     """
+    object_type = IPairList
 
     @staticmethod
     def load_pairlist(pairlist_name: str, exchange, pairlistmanager,
@@ -53,8 +54,9 @@ class PairListResolver(IResolver):
         abs_paths = IResolver.build_search_paths(config, current_path=current_path,
                                                  user_subdir=None, extra_dir=None)
 
-        pairlist = IResolver._load_object(paths=abs_paths, object_type=IPairList,
-                                          object_name=pairlist_name, kwargs=kwargs)
+        pairlist = PairListResolver._load_object(paths=abs_paths,
+                                                 object_name=pairlist_name,
+                                                 kwargs=kwargs)
         if pairlist:
             return pairlist
         raise OperationalException(
diff --git a/freqtrade/resolvers/strategy_resolver.py b/freqtrade/resolvers/strategy_resolver.py
index 6d3fe5ff9..654103377 100644
--- a/freqtrade/resolvers/strategy_resolver.py
+++ b/freqtrade/resolvers/strategy_resolver.py
@@ -22,6 +22,7 @@ class StrategyResolver(IResolver):
     """
     This class contains the logic to load custom strategy class
     """
+    object_type = IStrategy
 
     @staticmethod
     def load_strategy(config: Optional[Dict] = None) -> IStrategy:
@@ -134,9 +135,9 @@ class StrategyResolver(IResolver):
         """
         current_path = Path(__file__).parent.parent.joinpath('strategy').resolve()
 
-        abs_paths = IResolver.build_search_paths(config, current_path=current_path,
-                                                 user_subdir=constants.USERPATH_STRATEGY,
-                                                 extra_dir=extra_dir)
+        abs_paths = StrategyResolver.build_search_paths(config, current_path=current_path,
+                                                        user_subdir=constants.USERPATH_STRATEGY,
+                                                        extra_dir=extra_dir)
 
         if ":" in strategy_name:
             logger.info("loading base64 encoded strategy")
@@ -154,8 +155,9 @@ class StrategyResolver(IResolver):
                 # register temp path with the bot
                 abs_paths.insert(0, temp.resolve())
 
-        strategy = IResolver._load_object(paths=abs_paths, object_type=IStrategy,
-                                          object_name=strategy_name, kwargs={'config': config})
+        strategy = StrategyResolver._load_object(paths=abs_paths,
+                                                 object_name=strategy_name,
+                                                 kwargs={'config': config})
         if strategy:
             strategy._populate_fun_len = len(getfullargspec(strategy.populate_indicators).args)
             strategy._buy_fun_len = len(getfullargspec(strategy.populate_buy_trend).args)
diff --git a/tests/strategy/test_strategy.py b/tests/strategy/test_strategy.py
index ce7ac1741..dba816621 100644
--- a/tests/strategy/test_strategy.py
+++ b/tests/strategy/test_strategy.py
@@ -20,7 +20,6 @@ def test_search_strategy():
 
     s, _ = StrategyResolver._search_object(
         directory=default_location,
-        object_type=IStrategy,
         kwargs={'config': default_config},
         object_name='DefaultStrategy'
     )
@@ -28,7 +27,6 @@ def test_search_strategy():
 
     s, _ = StrategyResolver._search_object(
         directory=default_location,
-        object_type=IStrategy,
         kwargs={'config': default_config},
         object_name='NotFoundStrategy'
     )

From 25e6d6a7bfdea9bd74b6f06375c4e11df2f903b1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Dec 2019 13:54:46 +0100
Subject: [PATCH 0055/1106] Combine load_object methods into one

---
 freqtrade/resolvers/hyperopt_resolver.py | 70 +++++-------------------
 freqtrade/resolvers/iresolver.py         | 36 +++++++++++-
 freqtrade/resolvers/pairlist_resolver.py | 42 ++++----------
 freqtrade/resolvers/strategy_resolver.py | 16 ++++--
 tests/optimize/test_hyperopt.py          |  4 +-
 5 files changed, 68 insertions(+), 100 deletions(-)

diff --git a/freqtrade/resolvers/hyperopt_resolver.py b/freqtrade/resolvers/hyperopt_resolver.py
index b9c750251..c26fd09f2 100644
--- a/freqtrade/resolvers/hyperopt_resolver.py
+++ b/freqtrade/resolvers/hyperopt_resolver.py
@@ -5,7 +5,7 @@ This module load custom hyperopt
 """
 import logging
 from pathlib import Path
-from typing import Optional, Dict
+from typing import Dict
 
 from freqtrade import OperationalException
 from freqtrade.constants import DEFAULT_HYPEROPT_LOSS, USERPATH_HYPEROPTS
@@ -21,6 +21,9 @@ class HyperOptResolver(IResolver):
     This class contains all the logic to load custom hyperopt class
     """
     object_type = IHyperOpt
+    object_type_str = "Hyperopt"
+    user_subdir = USERPATH_HYPEROPTS
+    initial_search_path = Path(__file__).parent.parent.joinpath('optimize').resolve()
 
     @staticmethod
     def load_hyperopt(config: Dict) -> IHyperOpt:
@@ -34,8 +37,9 @@ class HyperOptResolver(IResolver):
 
         hyperopt_name = config['hyperopt']
 
-        hyperopt = HyperOptResolver._load_hyperopt(hyperopt_name, config,
-                                                   extra_dir=config.get('hyperopt_path'))
+        hyperopt = HyperOptResolver.load_object(hyperopt_name, config,
+                                                kwargs={'config': config},
+                                                extra_dir=config.get('hyperopt_path'))
 
         if not hasattr(hyperopt, 'populate_indicators'):
             logger.warning("Hyperopt class does not provide populate_indicators() method. "
@@ -48,38 +52,15 @@ class HyperOptResolver(IResolver):
                            "Using populate_sell_trend from the strategy.")
         return hyperopt
 
-    @staticmethod
-    def _load_hyperopt(
-            hyperopt_name: str, config: Dict, extra_dir: Optional[str] = None) -> IHyperOpt:
-        """
-        Search and loads the specified hyperopt.
-        :param hyperopt_name: name of the module to import
-        :param config: configuration dictionary
-        :param extra_dir: additional directory to search for the given hyperopt
-        :return: HyperOpt instance or None
-        """
-        current_path = Path(__file__).parent.parent.joinpath('optimize').resolve()
-
-        abs_paths = HyperOptResolver.build_search_paths(config, current_path=current_path,
-                                                        user_subdir=USERPATH_HYPEROPTS,
-                                                        extra_dir=extra_dir)
-
-        hyperopt = HyperOptResolver._load_object(paths=abs_paths,
-                                                 object_name=hyperopt_name,
-                                                 kwargs={'config': config})
-        if hyperopt:
-            return hyperopt
-        raise OperationalException(
-            f"Impossible to load Hyperopt '{hyperopt_name}'. This class does not exist "
-            "or contains Python code errors."
-        )
-
 
 class HyperOptLossResolver(IResolver):
     """
     This class contains all the logic to load custom hyperopt loss class
     """
     object_type = IHyperOptLoss
+    object_type_str = "HyperoptLoss"
+    user_subdir = USERPATH_HYPEROPTS
+    initial_search_path = Path(__file__).parent.parent.joinpath('optimize').resolve()
 
     @staticmethod
     def load_hyperoptloss(config: Dict) -> IHyperOptLoss:
@@ -92,8 +73,9 @@ class HyperOptLossResolver(IResolver):
         # default hyperopt loss
         hyperoptloss_name = config.get('hyperopt_loss') or DEFAULT_HYPEROPT_LOSS
 
-        hyperoptloss = HyperOptLossResolver._load_hyperoptloss(
-            hyperoptloss_name, config, extra_dir=config.get('hyperopt_path'))
+        hyperoptloss = HyperOptLossResolver.load_object(hyperoptloss_name,
+                                                        config, kwargs={},
+                                                        extra_dir=config.get('hyperopt_path'))
 
         # Assign ticker_interval to be used in hyperopt
         hyperoptloss.__class__.ticker_interval = str(config['ticker_interval'])
@@ -103,29 +85,3 @@ class HyperOptLossResolver(IResolver):
                 f"Found HyperoptLoss class {hyperoptloss_name} does not "
                 "implement `hyperopt_loss_function`.")
         return hyperoptloss
-
-    @staticmethod
-    def _load_hyperoptloss(hyper_loss_name: str, config: Dict,
-                           extra_dir: Optional[str] = None) -> IHyperOptLoss:
-        """
-        Search and loads the specified hyperopt loss class.
-        :param hyper_loss_name: name of the module to import
-        :param config: configuration dictionary
-        :param extra_dir: additional directory to search for the given hyperopt
-        :return: HyperOptLoss instance or None
-        """
-        current_path = Path(__file__).parent.parent.joinpath('optimize').resolve()
-
-        abs_paths = HyperOptLossResolver.build_search_paths(config, current_path=current_path,
-                                                            user_subdir=USERPATH_HYPEROPTS,
-                                                            extra_dir=extra_dir)
-
-        hyperoptloss = HyperOptLossResolver._load_object(paths=abs_paths,
-                                                         object_name=hyper_loss_name)
-        if hyperoptloss:
-            return hyperoptloss
-
-        raise OperationalException(
-            f"Impossible to load HyperoptLoss '{hyper_loss_name}'. This class does not exist "
-            "or contains Python code errors."
-        )
diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index 11937c1da..0101e37a3 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -9,6 +9,8 @@ import logging
 from pathlib import Path
 from typing import Any, Generator, List, Optional, Tuple, Type, Union
 
+from freqtrade import OperationalException
+
 logger = logging.getLogger(__name__)
 
 
@@ -18,12 +20,15 @@ class IResolver:
     """
     # Childclasses need to override this
     object_type: Type[Any]
+    object_type_str: str
+    user_subdir: Optional[str] = None
+    initial_search_path: Path
 
-    @staticmethod
-    def build_search_paths(config, current_path: Path, user_subdir: Optional[str] = None,
+    @classmethod
+    def build_search_paths(cls, config, user_subdir: Optional[str] = None,
                            extra_dir: Optional[str] = None) -> List[Path]:
 
-        abs_paths: List[Path] = [current_path]
+        abs_paths: List[Path] = [cls.initial_search_path]
 
         if user_subdir:
             abs_paths.insert(0, config['user_data_dir'].joinpath(user_subdir))
@@ -105,3 +110,28 @@ class IResolver:
                 logger.warning('Path "%s" does not exist.', _path.resolve())
 
         return None
+
+    @classmethod
+    def load_object(cls, object_name: str, config: dict, kwargs: dict,
+                    extra_dir: Optional[str] = None) -> Any:
+        """
+        Search and loads the specified object as configured in hte child class.
+        :param objectname: name of the module to import
+        :param config: configuration dictionary
+        :param extra_dir: additional directory to search for the given pairlist
+        :raises: OperationalException if the class is invalid or does not exist.
+        :return: Object instance or None
+        """
+
+        abs_paths = cls.build_search_paths(config,
+                                           user_subdir=cls.user_subdir,
+                                           extra_dir=extra_dir)
+
+        pairlist = cls._load_object(paths=abs_paths, object_name=object_name,
+                                    kwargs=kwargs)
+        if pairlist:
+            return pairlist
+        raise OperationalException(
+            f"Impossible to load {cls.object_type_str} '{object_name}'. This class does not exist "
+            "or contains Python code errors."
+        )
diff --git a/freqtrade/resolvers/pairlist_resolver.py b/freqtrade/resolvers/pairlist_resolver.py
index 00ebc03aa..77db74084 100644
--- a/freqtrade/resolvers/pairlist_resolver.py
+++ b/freqtrade/resolvers/pairlist_resolver.py
@@ -6,7 +6,6 @@ This module load custom pairlists
 import logging
 from pathlib import Path
 
-from freqtrade import OperationalException
 from freqtrade.pairlist.IPairList import IPairList
 from freqtrade.resolvers import IResolver
 
@@ -18,6 +17,9 @@ class PairListResolver(IResolver):
     This class contains all the logic to load custom PairList class
     """
     object_type = IPairList
+    object_type_str = "Pairlist"
+    user_subdir = None
+    initial_search_path = Path(__file__).parent.parent.joinpath('pairlist').resolve()
 
     @staticmethod
     def load_pairlist(pairlist_name: str, exchange, pairlistmanager,
@@ -32,34 +34,10 @@ class PairListResolver(IResolver):
         :param pairlist_pos: Position of the pairlist in the list of pairlists
         :return: initialized Pairlist class
         """
-
-        return PairListResolver._load_pairlist(pairlist_name, config,
-                                               kwargs={'exchange': exchange,
-                                                       'pairlistmanager': pairlistmanager,
-                                                       'config': config,
-                                                       'pairlistconfig': pairlistconfig,
-                                                       'pairlist_pos': pairlist_pos})
-
-    @staticmethod
-    def _load_pairlist(pairlist_name: str, config: dict, kwargs: dict) -> IPairList:
-        """
-        Search and loads the specified pairlist.
-        :param pairlist_name: name of the module to import
-        :param config: configuration dictionary
-        :param extra_dir: additional directory to search for the given pairlist
-        :return: PairList instance or None
-        """
-        current_path = Path(__file__).parent.parent.joinpath('pairlist').resolve()
-
-        abs_paths = IResolver.build_search_paths(config, current_path=current_path,
-                                                 user_subdir=None, extra_dir=None)
-
-        pairlist = PairListResolver._load_object(paths=abs_paths,
-                                                 object_name=pairlist_name,
-                                                 kwargs=kwargs)
-        if pairlist:
-            return pairlist
-        raise OperationalException(
-            f"Impossible to load Pairlist '{pairlist_name}'. This class does not exist "
-            "or contains Python code errors."
-        )
+        return PairListResolver.load_object(pairlist_name, config,
+                                            kwargs={'exchange': exchange,
+                                                    'pairlistmanager': pairlistmanager,
+                                                    'config': config,
+                                                    'pairlistconfig': pairlistconfig,
+                                                    'pairlist_pos': pairlist_pos},
+                                            )
diff --git a/freqtrade/resolvers/strategy_resolver.py b/freqtrade/resolvers/strategy_resolver.py
index 654103377..4fd5c586a 100644
--- a/freqtrade/resolvers/strategy_resolver.py
+++ b/freqtrade/resolvers/strategy_resolver.py
@@ -11,7 +11,9 @@ from inspect import getfullargspec
 from pathlib import Path
 from typing import Dict, Optional
 
-from freqtrade import constants, OperationalException
+from freqtrade import OperationalException
+from freqtrade.constants import (REQUIRED_ORDERTIF, REQUIRED_ORDERTYPES,
+                                 USERPATH_STRATEGY)
 from freqtrade.resolvers import IResolver
 from freqtrade.strategy.interface import IStrategy
 
@@ -23,6 +25,9 @@ class StrategyResolver(IResolver):
     This class contains the logic to load custom strategy class
     """
     object_type = IStrategy
+    object_type_str = "Strategy"
+    user_subdir = USERPATH_STRATEGY
+    initial_search_path = Path(__file__).parent.parent.joinpath('strategy').resolve()
 
     @staticmethod
     def load_strategy(config: Optional[Dict] = None) -> IStrategy:
@@ -115,11 +120,11 @@ class StrategyResolver(IResolver):
 
     @staticmethod
     def _strategy_sanity_validations(strategy):
-        if not all(k in strategy.order_types for k in constants.REQUIRED_ORDERTYPES):
+        if not all(k in strategy.order_types for k in REQUIRED_ORDERTYPES):
             raise ImportError(f"Impossible to load Strategy '{strategy.__class__.__name__}'. "
                               f"Order-types mapping is incomplete.")
 
-        if not all(k in strategy.order_time_in_force for k in constants.REQUIRED_ORDERTIF):
+        if not all(k in strategy.order_time_in_force for k in REQUIRED_ORDERTIF):
             raise ImportError(f"Impossible to load Strategy '{strategy.__class__.__name__}'. "
                               f"Order-time-in-force mapping is incomplete.")
 
@@ -133,10 +138,9 @@ class StrategyResolver(IResolver):
         :param extra_dir: additional directory to search for the given strategy
         :return: Strategy instance or None
         """
-        current_path = Path(__file__).parent.parent.joinpath('strategy').resolve()
 
-        abs_paths = StrategyResolver.build_search_paths(config, current_path=current_path,
-                                                        user_subdir=constants.USERPATH_STRATEGY,
+        abs_paths = StrategyResolver.build_search_paths(config,
+                                                        user_subdir=USERPATH_STRATEGY,
                                                         extra_dir=extra_dir)
 
         if ":" in strategy_name:
diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index 9c6e73c53..fb492be35 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -159,7 +159,7 @@ def test_hyperoptresolver(mocker, default_conf, caplog) -> None:
     delattr(hyperopt, 'populate_buy_trend')
     delattr(hyperopt, 'populate_sell_trend')
     mocker.patch(
-        'freqtrade.resolvers.hyperopt_resolver.HyperOptResolver._load_hyperopt',
+        'freqtrade.resolvers.hyperopt_resolver.HyperOptResolver.load_object',
         MagicMock(return_value=hyperopt(default_conf))
     )
     default_conf.update({'hyperopt': 'DefaultHyperOpt'})
@@ -195,7 +195,7 @@ def test_hyperoptlossresolver(mocker, default_conf, caplog) -> None:
 
     hl = DefaultHyperOptLoss
     mocker.patch(
-        'freqtrade.resolvers.hyperopt_resolver.HyperOptLossResolver._load_hyperoptloss',
+        'freqtrade.resolvers.hyperopt_resolver.HyperOptLossResolver.load_object',
         MagicMock(return_value=hl)
     )
     x = HyperOptLossResolver.load_hyperoptloss(default_conf)

From 5a11ca86bb69b1619cbba78cce05a205f669a67d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Dec 2019 14:01:28 +0100
Subject: [PATCH 0056/1106] Move instanciation out of search_object

---
 freqtrade/resolvers/iresolver.py | 13 ++++++-------
 tests/strategy/test_strategy.py  |  5 +----
 2 files changed, 7 insertions(+), 11 deletions(-)

diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index 0101e37a3..bbdc8ca91 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -66,13 +66,13 @@ class IResolver:
         return valid_objects_gen
 
     @classmethod
-    def _search_object(cls, directory: Path, object_name: str,
-                       kwargs: dict = {}) -> Union[Tuple[Any, Path], Tuple[None, None]]:
+    def _search_object(cls, directory: Path, object_name: str
+                       ) -> Union[Tuple[Any, Path], Tuple[None, None]]:
         """
         Search for the objectname in the given directory
         :param directory: relative or absolute directory path
         :param object_name: ClassName of the object to load
-        :return: object instance
+        :return: object class
         """
         logger.debug("Searching for %s %s in '%s'",
                      cls.object_type.__name__, object_name, directory)
@@ -86,7 +86,7 @@ class IResolver:
             obj = next(cls._get_valid_object(module_path, object_name), None)
 
             if obj:
-                return (obj(**kwargs), module_path)
+                return (obj, module_path)
         return (None, None)
 
     @classmethod
@@ -99,13 +99,12 @@ class IResolver:
         for _path in paths:
             try:
                 (module, module_path) = cls._search_object(directory=_path,
-                                                           object_name=object_name,
-                                                           kwargs=kwargs)
+                                                           object_name=object_name)
                 if module:
                     logger.info(
                         f"Using resolved {cls.object_type.__name__.lower()[1:]} {object_name} "
                         f"from '{module_path}'...")
-                    return module
+                    return module(**kwargs)
             except FileNotFoundError:
                 logger.warning('Path "%s" does not exist.', _path.resolve())
 
diff --git a/tests/strategy/test_strategy.py b/tests/strategy/test_strategy.py
index dba816621..7085223c5 100644
--- a/tests/strategy/test_strategy.py
+++ b/tests/strategy/test_strategy.py
@@ -15,19 +15,16 @@ from tests.conftest import log_has, log_has_re
 
 
 def test_search_strategy():
-    default_config = {}
     default_location = Path(__file__).parent.parent.joinpath('strategy').resolve()
 
     s, _ = StrategyResolver._search_object(
         directory=default_location,
-        kwargs={'config': default_config},
         object_name='DefaultStrategy'
     )
-    assert isinstance(s, IStrategy)
+    assert issubclass(s, IStrategy)
 
     s, _ = StrategyResolver._search_object(
         directory=default_location,
-        kwargs={'config': default_config},
         object_name='NotFoundStrategy'
     )
     assert s is None

From 2ab989e274c5bfb278e8b6397380b1714d806a80 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Dec 2019 15:28:35 +0100
Subject: [PATCH 0057/1106] Cleanup some code and add option

---
 freqtrade/configuration/arguments.py |  2 +-
 freqtrade/resolvers/iresolver.py     | 35 +++++++++++++++++++++++-----
 freqtrade/utils.py                   | 14 +++++++++--
 3 files changed, 42 insertions(+), 9 deletions(-)

diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py
index 5f7bc74f1..b2197619d 100644
--- a/freqtrade/configuration/arguments.py
+++ b/freqtrade/configuration/arguments.py
@@ -30,7 +30,7 @@ ARGS_HYPEROPT = ARGS_COMMON_OPTIMIZE + ["hyperopt", "hyperopt_path",
 
 ARGS_EDGE = ARGS_COMMON_OPTIMIZE + ["stoploss_range"]
 
-ARGS_LIST_STRATEGIES = ["strategy_path"]
+ARGS_LIST_STRATEGIES = ["strategy_path", "print_one_column"]
 
 ARGS_LIST_EXCHANGES = ["print_one_column", "list_exchanges_all"]
 
diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index bbdc8ca91..01ecbcb84 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -7,7 +7,7 @@ import importlib.util
 import inspect
 import logging
 from pathlib import Path
-from typing import Any, Generator, List, Optional, Tuple, Type, Union
+from typing import Any, Dict, Generator, List, Optional, Tuple, Type, Union
 
 from freqtrade import OperationalException
 
@@ -41,7 +41,7 @@ class IResolver:
 
     @classmethod
     def _get_valid_object(cls, module_path: Path,
-                          object_name: str) -> Generator[Any, None, None]:
+                          object_name: Optional[str]) -> Generator[Any, None, None]:
         """
         Generator returning objects with matching object_type and object_name in the path given.
         :param module_path: absolute path to the module
@@ -51,7 +51,7 @@ class IResolver:
 
         # Generate spec based on absolute path
         # Pass object_name as first argument to have logging print a reasonable name.
-        spec = importlib.util.spec_from_file_location(object_name, str(module_path))
+        spec = importlib.util.spec_from_file_location(object_name or "", str(module_path))
         module = importlib.util.module_from_spec(spec)
         try:
             spec.loader.exec_module(module)  # type: ignore # importlib does not use typehints
@@ -61,7 +61,7 @@ class IResolver:
 
         valid_objects_gen = (
             obj for name, obj in inspect.getmembers(module, inspect.isclass)
-            if object_name == name and cls.object_type in obj.__bases__
+            if (object_name is None or object_name == name) and cls.object_type in obj.__bases__
         )
         return valid_objects_gen
 
@@ -74,8 +74,7 @@ class IResolver:
         :param object_name: ClassName of the object to load
         :return: object class
         """
-        logger.debug("Searching for %s %s in '%s'",
-                     cls.object_type.__name__, object_name, directory)
+        logger.debug(f"Searching for {cls.object_type.__name__} {object_name} in '{directory}'")
         for entry in directory.iterdir():
             # Only consider python files
             if not str(entry).endswith('.py'):
@@ -134,3 +133,27 @@ class IResolver:
             f"Impossible to load {cls.object_type_str} '{object_name}'. This class does not exist "
             "or contains Python code errors."
         )
+
+    @classmethod
+    def search_all_objects(cls, directory: Path) -> List[Dict[str, Any]]:
+        """
+        Searches a directory for valid objects
+        :param directory: Path to search
+        :return: List of dicts containing 'name', 'class' and 'location' entires
+        """
+        logger.debug(f"Searching for {cls.object_type.__name__} '{directory}'")
+        objects = []
+        for entry in directory.iterdir():
+            # Only consider python files
+            if not str(entry).endswith('.py'):
+                logger.debug('Ignoring %s', entry)
+                continue
+            module_path = entry.resolve()
+            logger.info(f"Path {module_path}")
+            for obj in cls._get_valid_object(module_path, object_name=None):
+                objects.append(
+                    {'name': obj.__name__,
+                     'class': obj,
+                     'location': entry,
+                     })
+        return objects
diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index c5fc47a74..06a62172a 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -23,7 +23,7 @@ from freqtrade.data.history import (convert_trades_to_ohlcv,
 from freqtrade.exchange import (available_exchanges, ccxt_exchanges,
                                 market_is_active, symbol_is_pair)
 from freqtrade.misc import plural, render_template
-from freqtrade.resolvers import ExchangeResolver
+from freqtrade.resolvers import ExchangeResolver, StrategyResolver
 from freqtrade.state import RunMode
 
 logger = logging.getLogger(__name__)
@@ -229,7 +229,17 @@ def start_list_strategies(args: Dict[str, Any]) -> None:
     Print Strategies available in a folder
     """
     config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
-    print(config)
+
+    directory = Path(config.get('strategy_path', config['user_data_dir'] / USERPATH_STRATEGY))
+    strategies = StrategyResolver.search_all_objects(directory)
+    # Sort alphabetically
+    strategies = sorted(strategies, key=lambda x: x['name'])
+    strats_to_print = [{'name': s['name'], 'location': s['location']} for s in strategies]
+
+    if args['print_one_column']:
+        print('\n'.join([s['name'] for s in strategies]))
+    else:
+        print(tabulate(strats_to_print, headers='keys', tablefmt='pipe'))
 
 
 def start_list_timeframes(args: Dict[str, Any]) -> None:

From 27b86170778c70dd4a83d2c02d06a12452fb1783 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Dec 2019 15:35:38 +0100
Subject: [PATCH 0058/1106] Add tests

---
 tests/strategy/test_strategy.py |  8 +++++++
 tests/test_utils.py             | 42 +++++++++++++++++++++++++++++----
 2 files changed, 45 insertions(+), 5 deletions(-)

diff --git a/tests/strategy/test_strategy.py b/tests/strategy/test_strategy.py
index 7085223c5..10b9f3466 100644
--- a/tests/strategy/test_strategy.py
+++ b/tests/strategy/test_strategy.py
@@ -30,6 +30,14 @@ def test_search_strategy():
     assert s is None
 
 
+def test_search_all_strategies():
+    directory = Path(__file__).parent
+    strategies = StrategyResolver.search_all_objects(directory)
+    assert isinstance(strategies, list)
+    assert len(strategies) == 3
+    assert isinstance(strategies[0], dict)
+
+
 def test_load_strategy(default_conf, result):
     default_conf.update({'strategy': 'SampleStrategy',
                          'strategy_path': str(Path(__file__).parents[2] / 'freqtrade/templates')
diff --git a/tests/test_utils.py b/tests/test_utils.py
index 40ca9ac02..b8be1ae61 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -7,11 +7,12 @@ import pytest
 from freqtrade import OperationalException
 from freqtrade.state import RunMode
 from freqtrade.utils import (setup_utils_configuration, start_create_userdir,
-                             start_download_data, start_list_exchanges,
-                             start_list_markets, start_list_timeframes,
-                             start_new_hyperopt, start_new_strategy,
-                             start_test_pairlist, start_trading,
-                             start_hyperopt_list, start_hyperopt_show)
+                             start_download_data, start_hyperopt_list,
+                             start_hyperopt_show, start_list_exchanges,
+                             start_list_markets, start_list_strategies,
+                             start_list_timeframes, start_new_hyperopt,
+                             start_new_strategy, start_test_pairlist,
+                             start_trading)
 from tests.conftest import (get_args, log_has, log_has_re, patch_exchange,
                             patched_configuration_load_config_file)
 
@@ -630,6 +631,37 @@ def test_download_data_trades(mocker, caplog):
     assert convert_mock.call_count == 1
 
 
+def test_start_list_strategies(mocker, caplog, capsys):
+
+    args = [
+        "list-strategies",
+        "--strategy-path",
+        str(Path(__file__).parent / "strategy"),
+        "-1"
+    ]
+    pargs = get_args(args)
+    # pargs['config'] = None
+    start_list_strategies(pargs)
+    captured = capsys.readouterr()
+    assert "TestStrategyLegacy" in captured.out
+    assert "strategy/legacy_strategy.py" not in captured.out
+    assert "DefaultStrategy" in captured.out
+
+    # Test regular output
+    args = [
+        "list-strategies",
+        "--strategy-path",
+        str(Path(__file__).parent / "strategy"),
+    ]
+    pargs = get_args(args)
+    # pargs['config'] = None
+    start_list_strategies(pargs)
+    captured = capsys.readouterr()
+    assert "TestStrategyLegacy" in captured.out
+    assert "strategy/legacy_strategy.py" in captured.out
+    assert "DefaultStrategy" in captured.out
+
+
 def test_start_test_pairlist(mocker, caplog, markets, tickers, default_conf, capsys):
     mocker.patch.multiple('freqtrade.exchange.Exchange',
                           markets=PropertyMock(return_value=markets),

From 66f9ece0619554f072fbc20c251b35dd6bbc6f33 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Dec 2019 15:35:53 +0100
Subject: [PATCH 0059/1106] Add documentation for strategy-list

---
 docs/utils.md | 38 ++++++++++++++++++++++++++++++++++++++
 1 file changed, 38 insertions(+)

diff --git a/docs/utils.md b/docs/utils.md
index a9fbfc7d5..6eb37a386 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -108,6 +108,44 @@ With custom user directory
 freqtrade new-hyperopt --userdir ~/.freqtrade/ --hyperopt AwesomeHyperopt
 ```
 
+## List Strategies
+
+Use the `list-strategies` subcommand to see all strategies in one particular folder.
+
+```
+freqtrade list-strategies --help
+usage: freqtrade list-strategies [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH] [--userdir PATH] [--strategy-path PATH] [-1]
+
+optional arguments:
+  -h, --help            show this help message and exit
+  --strategy-path PATH  Specify additional strategy lookup path.
+  -1, --one-column      Print output in one column.
+
+Common arguments:
+  -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
+  --logfile FILE        Log to the file specified. Special values are: 'syslog', 'journald'. See the documentation for more details.
+  -V, --version         show program's version number and exit
+  -c PATH, --config PATH
+                        Specify configuration file (default: `config.json`). Multiple --config options may be used. Can be set to `-`
+                        to read config from stdin.
+  -d PATH, --datadir PATH
+                        Path to directory with historical backtesting data.
+  --userdir PATH, --user-data-dir PATH
+                        Path to userdata directory.
+
+```
+Example: search default strategy folder within userdir
+
+``` bash
+freqtrade list-strategies --user-data ~/.freqtrade/
+```
+
+Example: search dedicated strategy path
+
+``` bash
+freqtrade list-strategies --strategy-path ~/.freqtrade/strategies/
+```
+
 ## List Exchanges
 
 Use the `list-exchanges` subcommand to see the exchanges available for the bot.

From 402c761a231edffe017ba93fdf821637e5ddab40 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Dec 2019 15:40:49 +0100
Subject: [PATCH 0060/1106] Change loglevel of Path output to debug

---
 docs/utils.md                    | 5 ++++-
 freqtrade/resolvers/iresolver.py | 2 +-
 2 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/docs/utils.md b/docs/utils.md
index 6eb37a386..f7501ae9d 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -132,8 +132,11 @@ Common arguments:
                         Path to directory with historical backtesting data.
   --userdir PATH, --user-data-dir PATH
                         Path to userdata directory.
-
 ```
+
+!!! Warning
+    Using this command will try to load all python files from a folder. This can be a security risk if untrusted files reside in this folder, since all module-level code is executed.
+
 Example: search default strategy folder within userdir
 
 ``` bash
diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index 01ecbcb84..e3c0d1ad0 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -149,7 +149,7 @@ class IResolver:
                 logger.debug('Ignoring %s', entry)
                 continue
             module_path = entry.resolve()
-            logger.info(f"Path {module_path}")
+            logger.debug(f"Path {module_path}")
             for obj in cls._get_valid_object(module_path, object_name=None):
                 objects.append(
                     {'name': obj.__name__,

From ad75048678796a23e4dcf4a82464628a2860d6b4 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Dec 2019 15:53:40 +0100
Subject: [PATCH 0061/1106] Fix testing with path in windows

---
 tests/test_utils.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/test_utils.py b/tests/test_utils.py
index b8be1ae61..185425efc 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -644,7 +644,7 @@ def test_start_list_strategies(mocker, caplog, capsys):
     start_list_strategies(pargs)
     captured = capsys.readouterr()
     assert "TestStrategyLegacy" in captured.out
-    assert "strategy/legacy_strategy.py" not in captured.out
+    assert str(Path("strategy/legacy_strategy.py")) not in captured.out
     assert "DefaultStrategy" in captured.out
 
     # Test regular output
@@ -658,7 +658,7 @@ def test_start_list_strategies(mocker, caplog, capsys):
     start_list_strategies(pargs)
     captured = capsys.readouterr()
     assert "TestStrategyLegacy" in captured.out
-    assert "strategy/legacy_strategy.py" in captured.out
+    assert str(Path("strategy/legacy_strategy.py")) in captured.out
     assert "DefaultStrategy" in captured.out
 
 

From e5aed098b568900f34e7f3cbe85b8b8d21d76254 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 09:39:29 +0100
Subject: [PATCH 0062/1106] Enhance backtest results with sell reason profit /
 loss table

---
 freqtrade/optimize/backtesting.py  |  6 ++++--
 tests/optimize/test_backtesting.py | 12 ++++++------
 2 files changed, 10 insertions(+), 8 deletions(-)

diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index ffa112bd5..21fb24b17 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -183,9 +183,11 @@ class Backtesting:
         Generate small table outlining Backtest results
         """
         tabular_data = []
-        headers = ['Sell Reason', 'Count']
+        headers = ['Sell Reason', 'Count', 'Profit', 'Loss']
         for reason, count in results['sell_reason'].value_counts().iteritems():
-            tabular_data.append([reason.value,  count])
+            profit = len(results[(results['sell_reason'] == reason) & (results['profit_abs'] >= 0)])
+            loss = len(results[(results['sell_reason'] == reason) & (results['profit_abs'] < 0)])
+            tabular_data.append([reason.value, count, profit, loss])
         return tabulate(tabular_data, headers=headers, tablefmt="pipe")
 
     def _generate_text_table_strategy(self, all_results: dict) -> str:
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 0ea35e41f..8a27c591f 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -394,8 +394,8 @@ def test_generate_text_table_sell_reason(default_conf, mocker):
     results = pd.DataFrame(
         {
             'pair': ['ETH/BTC', 'ETH/BTC', 'ETH/BTC'],
-            'profit_percent': [0.1, 0.2, 0.3],
-            'profit_abs': [0.2, 0.4, 0.5],
+            'profit_percent': [0.1, 0.2, -0.3],
+            'profit_abs': [0.2, 0.4, -0.5],
             'trade_duration': [10, 30, 10],
             'profit': [2, 0, 0],
             'loss': [0, 0, 1],
@@ -404,10 +404,10 @@ def test_generate_text_table_sell_reason(default_conf, mocker):
     )
 
     result_str = (
-        '| Sell Reason   |   Count |\n'
-        '|:--------------|--------:|\n'
-        '| roi           |       2 |\n'
-        '| stop_loss     |       1 |'
+        '| Sell Reason   |   Count |   Profit |   Loss |\n'
+        '|:--------------|--------:|---------:|-------:|\n'
+        '| roi           |       2 |        2 |      0 |\n'
+        '| stop_loss     |       1 |        0 |      1 |'
     )
     assert backtesting._generate_text_table_sell_reason(
         data={'ETH/BTC': {}}, results=results) == result_str

From 63f41cf1c692d69da8899fec520916d6e59699b1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 09:39:44 +0100
Subject: [PATCH 0063/1106] Update documentation with new result

---
 docs/backtesting.md | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/docs/backtesting.md b/docs/backtesting.md
index 017289905..ac7c8e11a 100644
--- a/docs/backtesting.md
+++ b/docs/backtesting.md
@@ -137,12 +137,12 @@ A backtesting result will look like that:
 | ZEC/BTC  |          22 |          -0.46 |         -10.18 |      -0.00050971 |          -5.09 | 2:22:00        |        7 |     15 |
 | TOTAL    |         429 |           0.36 |         152.41 |       0.00762792 |          76.20 | 4:12:00        |      186 |    243 |
 ========================================================= SELL REASON STATS =========================================================
-| Sell Reason        |   Count |
-|:-------------------|--------:|
-| trailing_stop_loss |     205 |
-| stop_loss          |     166 |
-| sell_signal        |      56 |
-| force_sell         |       2 |
+| Sell Reason        |   Count |   Profit |   Loss |
+|:-------------------|--------:|---------:|-------:|
+| trailing_stop_loss |     205 |      150 |     55 |
+| stop_loss          |     166 |        0 |    166 |
+| sell_signal        |      56 |       36 |     20 |
+| force_sell         |       2 |        0 |      2 |
 ====================================================== LEFT OPEN TRADES REPORT ======================================================
 | pair     |   buy count |   avg profit % |   cum profit % |   tot profit BTC |   tot profit % | avg duration   |   profit |   loss |
 |:---------|------------:|---------------:|---------------:|-----------------:|---------------:|:---------------|---------:|-------:|
@@ -154,6 +154,7 @@ A backtesting result will look like that:
 The 1st table contains all trades the bot made, including "left open trades".
 
 The 2nd table contains a recap of sell reasons.
+This table can tell you which area needs some additional work (i.e. all `sell_signal` trades are losses, so we should disable the sell-signal or work on improving that).
 
 The 3rd table contains all trades the bot had to `forcesell` at the end of the backtest period to present a full picture.
 This is necessary to simulate realistic behaviour, since the backtest period has to end at some point, while realistically, you could leave the bot running forever.

From 98647b490c6aa311e1b1735ebb5e1cab96020ef1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 19:27:08 +0100
Subject: [PATCH 0064/1106] Remove wrong "once per hour" listings

---
 docs/edge.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/edge.md b/docs/edge.md
index 769e48927..e7909594e 100644
--- a/docs/edge.md
+++ b/docs/edge.md
@@ -147,8 +147,8 @@ Edge module has following configuration options:
 |------------|-------------|
 | `enabled` | If true, then Edge will run periodically. <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
 | `process_throttle_secs` | How often should Edge run in seconds. <br>*Defaults to `3600` (once per hour).* <br> ***Datatype:*** *Integer*
-| `calculate_since_number_of_days` | Number of days of data against which Edge calculates Win Rate, Risk Reward and Expectancy. <br> **Note** that it downloads historical data so increasing this number would lead to slowing down the bot. <br>*Defaults to `7` (once per hour).* <br> ***Datatype:*** *Integer*
-| `capital_available_percentage` | This is the percentage of the total capital on exchange in stake currency. <br>As an example if you have 10 ETH available in your wallet on the exchange and this value is 0.5 (which is 50%), then the bot will use a maximum amount of 5 ETH for trading and considers it as available capital. <br>*Defaults to `0.5` (once per hour).* <br> ***Datatype:*** *Float*
+| `calculate_since_number_of_days` | Number of days of data against which Edge calculates Win Rate, Risk Reward and Expectancy. <br> **Note** that it downloads historical data so increasing this number would lead to slowing down the bot. <br>*Defaults to `7`.* <br> ***Datatype:*** *Integer*
+| `capital_available_percentage` | This is the percentage of the total capital on exchange in stake currency. <br>As an example if you have 10 ETH available in your wallet on the exchange and this value is 0.5 (which is 50%), then the bot will use a maximum amount of 5 ETH for trading and considers it as available capital. <br>*Defaults to `0.5`.* <br> ***Datatype:*** *Float*
 | `allowed_risk` | Ratio of allowed risk per trade. <br>*Defaults to `0.01` (1%)).* <br> ***Datatype:*** *Float*
 | `stoploss_range_min` | Minimum stoploss. <br>*Defaults to `-0.01`.* <br> ***Datatype:*** *Float*
 | `stoploss_range_max` | Maximum stoploss. <br>*Defaults to `-0.10`.* <br> ***Datatype:*** *Float*

From cadde3ab6d32a207e805f7043598e2c8e0eef3fb Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 16:15:44 +0100
Subject: [PATCH 0065/1106] Check if markets.info is a dict before using it

---
 freqtrade/exchange/exchange.py  | 10 +++++++++-
 tests/exchange/test_exchange.py |  3 ++-
 2 files changed, 11 insertions(+), 2 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 384ec1fb7..01e84c06e 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -278,7 +278,15 @@ class Exchange:
                 raise OperationalException(
                     f'Pair {pair} is not available on {self.name}. '
                     f'Please remove {pair} from your whitelist.')
-            elif self.markets[pair].get('info', {}).get('IsRestricted', False):
+
+                # From ccxt Documentation:
+                # markets.info: An associative array of non-common market properties,
+                # including fees, rates, limits and other general market information.
+                # The internal info array is different for each particular market,
+                # its contents depend on the exchange.
+                # It can also be a string or similar ... so we need to verify that first.
+            elif (isinstance(self.markets[pair].get('info', None), dict)
+                  and self.markets[pair].get('info', {}).get('IsRestricted', False)):
                 # Warn users about restricted pairs in whitelist.
                 # We cannot determine reliably if Users are affected.
                 logger.warning(f"Pair {pair} is restricted for some users on this exchange."
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 8f335c16b..4190869ad 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -364,7 +364,8 @@ def test_validate_pairs_restricted(default_conf, mocker, caplog):
     api_mock = MagicMock()
     type(api_mock).markets = PropertyMock(return_value={
         'ETH/BTC': {}, 'LTC/BTC': {}, 'NEO/BTC': {},
-        'XRP/BTC': {'info': {'IsRestricted': True}}
+        'XRP/BTC': {'info': {'IsRestricted': True}},
+        'NEO/BTC': {'info': 'TestString'},  # info can also be a string ...
     })
     mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
     mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())

From e51ac2c97356b5d5d11ed55426a83967ca674ca5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 16:22:41 +0100
Subject: [PATCH 0066/1106] Remove unavailable pair ...

---
 tests/exchange/test_exchange.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 4190869ad..2f95e4e01 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -363,7 +363,7 @@ def test_validate_pairs_exception(default_conf, mocker, caplog):
 def test_validate_pairs_restricted(default_conf, mocker, caplog):
     api_mock = MagicMock()
     type(api_mock).markets = PropertyMock(return_value={
-        'ETH/BTC': {}, 'LTC/BTC': {}, 'NEO/BTC': {},
+        'ETH/BTC': {}, 'LTC/BTC': {},
         'XRP/BTC': {'info': {'IsRestricted': True}},
         'NEO/BTC': {'info': 'TestString'},  # info can also be a string ...
     })

From 039dfc302ca2c8497aea27282f3ab20f5a0c4343 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 28 Dec 2019 01:34:31 +0300
Subject: [PATCH 0067/1106] No need to convert pair name

---
 freqtrade/freqtradebot.py | 11 +++++------
 1 file changed, 5 insertions(+), 6 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index e21d89cd3..a9ce14bef 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -351,7 +351,6 @@ class FreqtradeBot:
         :param pair: pair for which we want to create a LIMIT_BUY
         :return: None
         """
-        pair_s = pair.replace('_', '/')
         stake_currency = self.config['stake_currency']
         fiat_currency = self.config.get('fiat_display_currency', None)
         time_in_force = self.strategy.order_time_in_force['buy']
@@ -362,10 +361,10 @@ class FreqtradeBot:
             # Calculate amount
             buy_limit_requested = self.get_target_bid(pair)
 
-        min_stake_amount = self._get_min_pair_stake_amount(pair_s, buy_limit_requested)
+        min_stake_amount = self._get_min_pair_stake_amount(pair, buy_limit_requested)
         if min_stake_amount is not None and min_stake_amount > stake_amount:
             logger.warning(
-                f"Can't open a new trade for {pair_s}: stake amount "
+                f"Can't open a new trade for {pair}: stake amount "
                 f"is too small ({stake_amount} < {min_stake_amount})"
             )
             return False
@@ -388,7 +387,7 @@ class FreqtradeBot:
             if float(order['filled']) == 0:
                 logger.warning('Buy %s order with time in force %s for %s is %s by %s.'
                                ' zero amount is fulfilled.',
-                               order_tif, order_type, pair_s, order_status, self.exchange.name)
+                               order_tif, order_type, pair, order_status, self.exchange.name)
                 return False
             else:
                 # the order is partially fulfilled
@@ -396,7 +395,7 @@ class FreqtradeBot:
                 # if the order is fulfilled fully or partially
                 logger.warning('Buy %s order with time in force %s for %s is %s by %s.'
                                ' %s amount fulfilled out of %s (%s remaining which is canceled).',
-                               order_tif, order_type, pair_s, order_status, self.exchange.name,
+                               order_tif, order_type, pair, order_status, self.exchange.name,
                                order['filled'], order['amount'], order['remaining']
                                )
                 stake_amount = order['cost']
@@ -413,7 +412,7 @@ class FreqtradeBot:
         self.rpc.send_msg({
             'type': RPCMessageType.BUY_NOTIFICATION,
             'exchange': self.exchange.name.capitalize(),
-            'pair': pair_s,
+            'pair': pair,
             'limit': buy_limit_filled_price,
             'order_type': order_type,
             'stake_amount': stake_amount,

From b6d1c5b17aca2e21d6cde9fd41513a5daf3aa0a2 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 28 Dec 2019 01:44:51 +0300
Subject: [PATCH 0068/1106] _get_trade_stake_amount() is not private

---
 freqtrade/freqtradebot.py  |  4 ++--
 freqtrade/rpc/rpc.py       |  2 +-
 tests/test_freqtradebot.py | 18 +++++++++---------
 3 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index a9ce14bef..9bd7e94fc 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -204,7 +204,7 @@ class FreqtradeBot:
 
         return used_rate
 
-    def _get_trade_stake_amount(self, pair) -> Optional[float]:
+    def get_trade_stake_amount(self, pair) -> Optional[float]:
         """
         Check if stake amount can be fulfilled with the available balance
         for the stake currency
@@ -309,7 +309,7 @@ class FreqtradeBot:
                 self.dataprovider.ohlcv(_pair, self.strategy.ticker_interval))
 
             if buy and not sell and len(Trade.get_open_trades()) < self.config['max_open_trades']:
-                stake_amount = self._get_trade_stake_amount(_pair)
+                stake_amount = self.get_trade_stake_amount(_pair)
                 if not stake_amount:
                     continue
 
diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index d6d442df5..35c312743 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -462,7 +462,7 @@ class RPC:
             raise RPCException(f'position for {pair} already open - id: {trade.id}')
 
         # gen stake amount
-        stakeamount = self._freqtrade._get_trade_stake_amount(pair)
+        stakeamount = self._freqtrade.get_trade_stake_amount(pair)
 
         # execute buy
         if self._freqtrade.execute_buy(pair, stakeamount, price):
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 13f1277b9..1d6cce7fa 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -136,7 +136,7 @@ def test_get_trade_stake_amount(default_conf, ticker, mocker) -> None:
 
     freqtrade = FreqtradeBot(default_conf)
 
-    result = freqtrade._get_trade_stake_amount('ETH/BTC')
+    result = freqtrade.get_trade_stake_amount('ETH/BTC')
     assert result == default_conf['stake_amount']
 
 
@@ -147,7 +147,7 @@ def test_get_trade_stake_amount_no_stake_amount(default_conf, mocker) -> None:
     freqtrade = FreqtradeBot(default_conf)
 
     with pytest.raises(DependencyException, match=r'.*stake amount.*'):
-        freqtrade._get_trade_stake_amount('ETH/BTC')
+        freqtrade.get_trade_stake_amount('ETH/BTC')
 
 
 def test_get_trade_stake_amount_unlimited_amount(default_conf, ticker,
@@ -170,25 +170,25 @@ def test_get_trade_stake_amount_unlimited_amount(default_conf, ticker,
     patch_get_signal(freqtrade)
 
     # no open trades, order amount should be 'balance / max_open_trades'
-    result = freqtrade._get_trade_stake_amount('ETH/BTC')
+    result = freqtrade.get_trade_stake_amount('ETH/BTC')
     assert result == default_conf['stake_amount'] / conf['max_open_trades']
 
     # create one trade, order amount should be 'balance / (max_open_trades - num_open_trades)'
     freqtrade.execute_buy('ETH/BTC', result)
 
-    result = freqtrade._get_trade_stake_amount('LTC/BTC')
+    result = freqtrade.get_trade_stake_amount('LTC/BTC')
     assert result == default_conf['stake_amount'] / (conf['max_open_trades'] - 1)
 
     # create 2 trades, order amount should be None
     freqtrade.execute_buy('LTC/BTC', result)
 
-    result = freqtrade._get_trade_stake_amount('XRP/BTC')
+    result = freqtrade.get_trade_stake_amount('XRP/BTC')
     assert result is None
 
     # set max_open_trades = None, so do not trade
     conf['max_open_trades'] = 0
     freqtrade = FreqtradeBot(conf)
-    result = freqtrade._get_trade_stake_amount('NEO/BTC')
+    result = freqtrade.get_trade_stake_amount('NEO/BTC')
     assert result is None
 
 
@@ -214,8 +214,8 @@ def test_edge_overrides_stake_amount(mocker, edge_conf) -> None:
     edge_conf['dry_run_wallet'] = 999.9
     freqtrade = FreqtradeBot(edge_conf)
 
-    assert freqtrade._get_trade_stake_amount('NEO/BTC') == (999.9 * 0.5 * 0.01) / 0.20
-    assert freqtrade._get_trade_stake_amount('LTC/BTC') == (999.9 * 0.5 * 0.01) / 0.21
+    assert freqtrade.get_trade_stake_amount('NEO/BTC') == (999.9 * 0.5 * 0.01) / 0.20
+    assert freqtrade.get_trade_stake_amount('LTC/BTC') == (999.9 * 0.5 * 0.01) / 0.21
 
 
 def test_edge_overrides_stoploss(limit_buy_order, fee, caplog, mocker, edge_conf) -> None:
@@ -570,7 +570,7 @@ def test_create_trades_limit_reached(default_conf, ticker, limit_buy_order,
     patch_get_signal(freqtrade)
 
     assert not freqtrade.create_trades()
-    assert freqtrade._get_trade_stake_amount('ETH/BTC') is None
+    assert freqtrade.get_trade_stake_amount('ETH/BTC') is None
 
 
 def test_create_trades_no_pairs_let(default_conf, ticker, limit_buy_order, fee,

From 86f269304099489279934f5622205bdad159d01e Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 28 Dec 2019 01:54:12 +0300
Subject: [PATCH 0069/1106] cosmetics

---
 freqtrade/freqtradebot.py | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 9bd7e94fc..7827f29af 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -299,17 +299,17 @@ class FreqtradeBot:
 
         buycount = 0
         # running get_signal on historical data fetched
-        for _pair in whitelist:
-            if self.strategy.is_pair_locked(_pair):
-                logger.info(f"Pair {_pair} is currently locked.")
+        for pair in whitelist:
+            if self.strategy.is_pair_locked(pair):
+                logger.info(f"Pair {pair} is currently locked.")
                 continue
 
             (buy, sell) = self.strategy.get_signal(
-                _pair, self.strategy.ticker_interval,
-                self.dataprovider.ohlcv(_pair, self.strategy.ticker_interval))
+                pair, self.strategy.ticker_interval,
+                self.dataprovider.ohlcv(pair, self.strategy.ticker_interval))
 
             if buy and not sell and len(Trade.get_open_trades()) < self.config['max_open_trades']:
-                stake_amount = self.get_trade_stake_amount(_pair)
+                stake_amount = self.get_trade_stake_amount(pair)
                 if not stake_amount:
                     continue
 
@@ -320,11 +320,11 @@ class FreqtradeBot:
                     get('check_depth_of_market', {})
                 if (bidstrat_check_depth_of_market.get('enabled', False)) and\
                         (bidstrat_check_depth_of_market.get('bids_to_ask_delta', 0) > 0):
-                    if self._check_depth_of_market_buy(_pair, bidstrat_check_depth_of_market):
-                        buycount += self.execute_buy(_pair, stake_amount)
+                    if self._check_depth_of_market_buy(pair, bidstrat_check_depth_of_market):
+                        buycount += self.execute_buy(pair, stake_amount)
                     continue
 
-                buycount += self.execute_buy(_pair, stake_amount)
+                buycount += self.execute_buy(pair, stake_amount)
 
         return buycount > 0
 

From 243bcb23680f5989dce55c268240b074de9448fd Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 28 Dec 2019 02:25:43 +0300
Subject: [PATCH 0070/1106] Make _check_available_stake_amount() a separate
 method

---
 freqtrade/freqtradebot.py | 19 +++++++++++++------
 1 file changed, 13 insertions(+), 6 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 7827f29af..24d250ffe 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -206,9 +206,8 @@ class FreqtradeBot:
 
     def get_trade_stake_amount(self, pair) -> Optional[float]:
         """
-        Check if stake amount can be fulfilled with the available balance
-        for the stake currency
-        :return: float: Stake Amount
+        Calculate stake amount for the trade
+        :return: float: Stake amount
         """
         if self.edge:
             return self.edge.stake_amount(
@@ -220,16 +219,24 @@ class FreqtradeBot:
         else:
             stake_amount = self.config['stake_amount']
 
-        available_amount = self.wallets.get_free(self.config['stake_currency'])
-
         if stake_amount == constants.UNLIMITED_STAKE_AMOUNT:
             open_trades = len(Trade.get_open_trades())
             if open_trades >= self.config['max_open_trades']:
                 logger.warning("Can't open a new trade: max number of trades is reached")
                 return None
+            available_amount = self.wallets.get_free(self.config['stake_currency'])
             return available_amount / (self.config['max_open_trades'] - open_trades)
 
-        # Check if stake_amount is fulfilled
+        return self._check_available_stake_amount(stake_amount)
+
+    def _check_available_stake_amount(self, stake_amount) -> float:
+        """
+        Check if stake amount can be fulfilled with the available balance
+        for the stake currency
+        :return: float: Stake amount
+        """
+        available_amount = self.wallets.get_free(self.config['stake_currency'])
+
         if available_amount < stake_amount:
             raise DependencyException(
                 f"Available balance ({available_amount} {self.config['stake_currency']}) is "

From abaeab89aadee4f8a6ee3a29d381fa58261fe0b1 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 28 Dec 2019 02:36:32 +0300
Subject: [PATCH 0071/1106] Make _calculate_unlimited_stake_amount() a separate
 method

---
 freqtrade/freqtradebot.py | 19 +++++++++++++------
 1 file changed, 13 insertions(+), 6 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 24d250ffe..7b111e2d4 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -220,15 +220,22 @@ class FreqtradeBot:
             stake_amount = self.config['stake_amount']
 
         if stake_amount == constants.UNLIMITED_STAKE_AMOUNT:
-            open_trades = len(Trade.get_open_trades())
-            if open_trades >= self.config['max_open_trades']:
-                logger.warning("Can't open a new trade: max number of trades is reached")
-                return None
-            available_amount = self.wallets.get_free(self.config['stake_currency'])
-            return available_amount / (self.config['max_open_trades'] - open_trades)
+            return self._calculate_unlimited_stake_amount()
 
         return self._check_available_stake_amount(stake_amount)
 
+    def _calculate_unlimited_stake_amount(self) -> Optional[float]:
+        """
+        Calculate stake amount for "unlimited" stake amount
+        :return: None if max number of trades reached
+        """
+        open_trades = len(Trade.get_open_trades())
+        if open_trades >= self.config['max_open_trades']:
+            logger.warning("Can't open a new trade: max number of trades is reached")
+            return None
+        available_amount = self.wallets.get_free(self.config['stake_currency'])
+        return available_amount / (self.config['max_open_trades'] - open_trades)
+
     def _check_available_stake_amount(self, stake_amount) -> float:
         """
         Check if stake amount can be fulfilled with the available balance

From ef92fd775c0863530caae52e9b0b170c3fcc7b77 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 28 Dec 2019 02:53:41 +0300
Subject: [PATCH 0072/1106] Align behavior: check for available in all cases:
 edge, unlimited and fixed

---
 freqtrade/freqtradebot.py | 11 +++++------
 1 file changed, 5 insertions(+), 6 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 7b111e2d4..2f4803cc5 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -210,7 +210,7 @@ class FreqtradeBot:
         :return: float: Stake amount
         """
         if self.edge:
-            return self.edge.stake_amount(
+            stake_amount = self.edge.stake_amount(
                 pair,
                 self.wallets.get_free(self.config['stake_currency']),
                 self.wallets.get_total(self.config['stake_currency']),
@@ -218,9 +218,8 @@ class FreqtradeBot:
             )
         else:
             stake_amount = self.config['stake_amount']
-
-        if stake_amount == constants.UNLIMITED_STAKE_AMOUNT:
-            return self._calculate_unlimited_stake_amount()
+            if stake_amount == constants.UNLIMITED_STAKE_AMOUNT:
+                stake_amount = self._calculate_unlimited_stake_amount()
 
         return self._check_available_stake_amount(stake_amount)
 
@@ -236,7 +235,7 @@ class FreqtradeBot:
         available_amount = self.wallets.get_free(self.config['stake_currency'])
         return available_amount / (self.config['max_open_trades'] - open_trades)
 
-    def _check_available_stake_amount(self, stake_amount) -> float:
+    def _check_available_stake_amount(self, stake_amount: Optional[float]) -> Optional[float]:
         """
         Check if stake amount can be fulfilled with the available balance
         for the stake currency
@@ -244,7 +243,7 @@ class FreqtradeBot:
         """
         available_amount = self.wallets.get_free(self.config['stake_currency'])
 
-        if available_amount < stake_amount:
+        if stake_amount is not None and available_amount < stake_amount:
             raise DependencyException(
                 f"Available balance ({available_amount} {self.config['stake_currency']}) is "
                 f"lower than stake amount ({stake_amount} {self.config['stake_currency']})"

From ed9cb4219df4305e5c3aa1133b45ca0637b9b6d4 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 28 Dec 2019 02:58:23 +0300
Subject: [PATCH 0073/1106] Make mypy happy

---
 freqtrade/freqtradebot.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 2f4803cc5..4ec01cb60 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -209,6 +209,7 @@ class FreqtradeBot:
         Calculate stake amount for the trade
         :return: float: Stake amount
         """
+        stake_amount: Optional[float]
         if self.edge:
             stake_amount = self.edge.stake_amount(
                 pair,

From 8eeabd2372b26987975a4dd772157e14de7a0044 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 28 Dec 2019 03:22:50 +0300
Subject: [PATCH 0074/1106] Move warning to create_trades()

---
 freqtrade/freqtradebot.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 4ec01cb60..44a83db1a 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -231,7 +231,6 @@ class FreqtradeBot:
         """
         open_trades = len(Trade.get_open_trades())
         if open_trades >= self.config['max_open_trades']:
-            logger.warning("Can't open a new trade: max number of trades is reached")
             return None
         available_amount = self.wallets.get_free(self.config['stake_currency'])
         return available_amount / (self.config['max_open_trades'] - open_trades)
@@ -324,7 +323,8 @@ class FreqtradeBot:
 
             if buy and not sell and len(Trade.get_open_trades()) < self.config['max_open_trades']:
                 stake_amount = self.get_trade_stake_amount(pair)
-                if not stake_amount:
+                if stake_amount is None:
+                    logger.warning("Can't open a new trade: max number of trades is reached")
                     continue
 
                 logger.info(f"Buy signal found: about create a new trade with stake_amount: "

From 3dbd83e35a7529215ef609e3090aa9d78475ecb4 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 28 Dec 2019 03:46:42 +0300
Subject: [PATCH 0075/1106] Introduce get_free_open_trades() method

---
 freqtrade/freqtradebot.py | 22 +++++++++++++++-------
 1 file changed, 15 insertions(+), 7 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 44a83db1a..14d67b942 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -136,7 +136,7 @@ class FreqtradeBot:
         self.process_maybe_execute_sells(trades)
 
         # Then looking for buy opportunities
-        if len(trades) < self.config['max_open_trades']:
+        if self.get_free_open_trades():
             self.process_maybe_execute_buys()
 
         # Check and handle any timed out open orders
@@ -173,6 +173,14 @@ class FreqtradeBot:
         """
         return [(pair, self.config['ticker_interval']) for pair in pairs]
 
+    def get_free_open_trades(self):
+        """
+        Return the number of free open trades slots or 0 if
+        max number of open trades reached
+        """
+        open_trades = len(Trade.get_open_trades())
+        return max(0, self.config['max_open_trades'] - open_trades)
+
     def get_target_bid(self, pair: str, tick: Dict = None) -> float:
         """
         Calculates bid target between current ask price and last price
@@ -229,11 +237,11 @@ class FreqtradeBot:
         Calculate stake amount for "unlimited" stake amount
         :return: None if max number of trades reached
         """
-        open_trades = len(Trade.get_open_trades())
-        if open_trades >= self.config['max_open_trades']:
+        free_open_trades = self.get_free_open_trades()
+        if not free_open_trades:
             return None
         available_amount = self.wallets.get_free(self.config['stake_currency'])
-        return available_amount / (self.config['max_open_trades'] - open_trades)
+        return available_amount / free_open_trades
 
     def _check_available_stake_amount(self, stake_amount: Optional[float]) -> Optional[float]:
         """
@@ -321,12 +329,12 @@ class FreqtradeBot:
                 pair, self.strategy.ticker_interval,
                 self.dataprovider.ohlcv(pair, self.strategy.ticker_interval))
 
-            if buy and not sell and len(Trade.get_open_trades()) < self.config['max_open_trades']:
-                stake_amount = self.get_trade_stake_amount(pair)
-                if stake_amount is None:
+            if buy and not sell:
+                if not self.get_free_open_trades():
                     logger.warning("Can't open a new trade: max number of trades is reached")
                     continue
 
+                stake_amount = self.get_trade_stake_amount(pair)
                 logger.info(f"Buy signal found: about create a new trade with stake_amount: "
                             f"{stake_amount} ...")
 

From d6ca562b0378a289b160372d1a4a7df0d2da2d67 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 28 Dec 2019 04:05:03 +0300
Subject: [PATCH 0076/1106] Make mypy happy and handle hypothetical case when
 stake_amount == 0

---
 freqtrade/freqtradebot.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 14d67b942..9c18d2d95 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -335,6 +335,10 @@ class FreqtradeBot:
                     continue
 
                 stake_amount = self.get_trade_stake_amount(pair)
+                if not stake_amount:
+                    logger.warning("Stake amount is 0, ignoring trade")
+                    continue
+
                 logger.info(f"Buy signal found: about create a new trade with stake_amount: "
                             f"{stake_amount} ...")
 

From fc98cf00372b8b5f0d8e9cdd6ea8dc3b182f3f4a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 28 Dec 2019 06:25:45 +0100
Subject: [PATCH 0077/1106] Address PR feedback - change output to show
 Filename only

---
 docs/utils.md      | 8 ++++----
 freqtrade/utils.py | 4 ++--
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/docs/utils.md b/docs/utils.md
index f7501ae9d..18deeac54 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -110,7 +110,7 @@ freqtrade new-hyperopt --userdir ~/.freqtrade/ --hyperopt AwesomeHyperopt
 
 ## List Strategies
 
-Use the `list-strategies` subcommand to see all strategies in one particular folder.
+Use the `list-strategies` subcommand to see all strategies in one particular directory.
 
 ```
 freqtrade list-strategies --help
@@ -135,12 +135,12 @@ Common arguments:
 ```
 
 !!! Warning
-    Using this command will try to load all python files from a folder. This can be a security risk if untrusted files reside in this folder, since all module-level code is executed.
+    Using this command will try to load all python files from a directory. This can be a security risk if untrusted files reside in this directory, since all module-level code is executed.
 
-Example: search default strategy folder within userdir
+Example: search default strategy directory within userdir
 
 ``` bash
-freqtrade list-strategies --user-data ~/.freqtrade/
+freqtrade list-strategies --userdir ~/.freqtrade/
 ```
 
 Example: search dedicated strategy path
diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 06a62172a..f6e251154 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -226,7 +226,7 @@ def start_download_data(args: Dict[str, Any]) -> None:
 
 def start_list_strategies(args: Dict[str, Any]) -> None:
     """
-    Print Strategies available in a folder
+    Print Strategies available in a directory
     """
     config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
 
@@ -234,7 +234,7 @@ def start_list_strategies(args: Dict[str, Any]) -> None:
     strategies = StrategyResolver.search_all_objects(directory)
     # Sort alphabetically
     strategies = sorted(strategies, key=lambda x: x['name'])
-    strats_to_print = [{'name': s['name'], 'location': s['location']} for s in strategies]
+    strats_to_print = [{'name': s['name'], 'location': s['location'].name} for s in strategies]
 
     if args['print_one_column']:
         print('\n'.join([s['name'] for s in strategies]))

From b2fb28453f460f89bfaef57a2ac5edae90749585 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 28 Dec 2019 06:39:25 +0100
Subject: [PATCH 0078/1106] Fix tests after changing output

---
 tests/test_utils.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/test_utils.py b/tests/test_utils.py
index 185425efc..4cf7b5f23 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -644,7 +644,7 @@ def test_start_list_strategies(mocker, caplog, capsys):
     start_list_strategies(pargs)
     captured = capsys.readouterr()
     assert "TestStrategyLegacy" in captured.out
-    assert str(Path("strategy/legacy_strategy.py")) not in captured.out
+    assert "legacy_strategy.py" not in captured.out
     assert "DefaultStrategy" in captured.out
 
     # Test regular output
@@ -658,7 +658,7 @@ def test_start_list_strategies(mocker, caplog, capsys):
     start_list_strategies(pargs)
     captured = capsys.readouterr()
     assert "TestStrategyLegacy" in captured.out
-    assert str(Path("strategy/legacy_strategy.py")) in captured.out
+    assert "legacy_strategy.py" in captured.out
     assert "DefaultStrategy" in captured.out
 
 

From 2496aa8e3f027cfb95a6628204442ca464739121 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Dec 2019 10:59:26 +0100
Subject: [PATCH 0079/1106] Add convert-data template subcommands

---
 freqtrade/configuration/arguments.py | 13 ++++++++++++-
 freqtrade/utils.py                   |  8 ++++++++
 2 files changed, 20 insertions(+), 1 deletion(-)

diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py
index b2197619d..396b55ef5 100644
--- a/freqtrade/configuration/arguments.py
+++ b/freqtrade/configuration/arguments.py
@@ -47,6 +47,8 @@ ARGS_BUILD_STRATEGY = ["user_data_dir", "strategy", "template"]
 
 ARGS_BUILD_HYPEROPT = ["user_data_dir", "hyperopt", "template"]
 
+ARGS_CONVERT_DATA = []
+
 ARGS_DOWNLOAD_DATA = ["pairs", "pairs_file", "days", "download_trades", "exchange",
                       "timeframes", "erase"]
 
@@ -131,7 +133,7 @@ class Arguments:
         self._build_args(optionlist=['version'], parser=self.parser)
 
         from freqtrade.optimize import start_backtesting, start_hyperopt, start_edge
-        from freqtrade.utils import (start_create_userdir, start_download_data,
+        from freqtrade.utils import (start_create_userdir, start_convert_data, start_download_data,
                                      start_hyperopt_list, start_hyperopt_show,
                                      start_list_exchanges, start_list_markets,
                                      start_list_strategies, start_new_hyperopt,
@@ -251,6 +253,15 @@ class Arguments:
         download_data_cmd.set_defaults(func=start_download_data)
         self._build_args(optionlist=ARGS_DOWNLOAD_DATA, parser=download_data_cmd)
 
+        # Add convert-data subcommand
+        convert_data_cmd = subparsers.add_parser(
+            'convert-data',
+            help='Convert data from one format to another.',
+            parents=[_common_parser],
+        )
+        convert_data_cmd.set_defaults(func=start_convert_data)
+        self._build_args(optionlist=ARGS_CONVERT_DATA, parser=convert_data_cmd)
+
         # Add Plotting subcommand
         plot_dataframe_cmd = subparsers.add_parser(
             'plot-dataframe',
diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 5a5662e4b..59a8dcbb3 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -241,6 +241,14 @@ def start_list_strategies(args: Dict[str, Any]) -> None:
         print(tabulate(strats_to_print, headers='keys', tablefmt='pipe'))
 
 
+def start_convert_data(args: Dict[str, Any]) -> None:
+    """
+    Convert data from one format to another
+    """
+    config = setup_utils_configuration(args, RunMode.UTIL_EXCHANGE)
+    print(config)
+
+
 def start_list_timeframes(args: Dict[str, Any]) -> None:
     """
     Print ticker intervals (timeframes) available on Exchange

From e5a61667ddf60061a5e5477fa3b97da9a6563a9a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Dec 2019 14:56:48 +0100
Subject: [PATCH 0080/1106] Implement first version of jsondatahandler

---
 freqtrade/configuration/arguments.py          |   6 +-
 freqtrade/data/datahandlers/__init__.py       |  20 ++++
 freqtrade/data/datahandlers/idatahandler.py   |  97 ++++++++++++++++
 .../data/datahandlers/jsondatahandler.py      | 105 ++++++++++++++++++
 4 files changed, 225 insertions(+), 3 deletions(-)
 create mode 100644 freqtrade/data/datahandlers/__init__.py
 create mode 100644 freqtrade/data/datahandlers/idatahandler.py
 create mode 100644 freqtrade/data/datahandlers/jsondatahandler.py

diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py
index 396b55ef5..44bc71038 100644
--- a/freqtrade/configuration/arguments.py
+++ b/freqtrade/configuration/arguments.py
@@ -65,9 +65,9 @@ ARGS_HYPEROPT_LIST = ["hyperopt_list_best", "hyperopt_list_profitable", "print_c
 ARGS_HYPEROPT_SHOW = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperopt_show_index",
                       "print_json", "hyperopt_show_no_header"]
 
-NO_CONF_REQURIED = ["download-data", "list-timeframes", "list-markets", "list-pairs",
-                    "list-strategies", "hyperopt-list", "hyperopt-show", "plot-dataframe",
-                    "plot-profit"]
+NO_CONF_REQURIED = ["convert-data", "download-data", "list-timeframes", "list-markets",
+                    "list-pairs", "list-strategies", "hyperopt-list", "hyperopt-show",
+                    "plot-dataframe", "plot-profit"]
 
 NO_CONF_ALLOWED = ["create-userdir", "list-exchanges", "new-hyperopt", "new-strategy"]
 
diff --git a/freqtrade/data/datahandlers/__init__.py b/freqtrade/data/datahandlers/__init__.py
new file mode 100644
index 000000000..b3aa2e3a4
--- /dev/null
+++ b/freqtrade/data/datahandlers/__init__.py
@@ -0,0 +1,20 @@
+from .idatahandler import IDataHandler
+
+
+def get_datahandlerclass(datatype: str) -> IDataHandler:
+    """
+    Get datahandler class.
+    Could be done using Resolvers, but since this may be called often and resolvers
+    are rather expensive, doing this directly should improve performance.
+    :param datatype: datatype to use.
+    :return: Datahandler class
+    """
+
+    if datatype == 'json':
+        from .jsondatahandler import JsonDataHandler
+        return JsonDataHandler
+    elif datatype == 'jsongz':
+        from .jsondatahandler import JsonGzDataHandler
+        return JsonGzDataHandler
+    else:
+        raise ValueError(f"No datahandler for datatype {datatype} available.")
diff --git a/freqtrade/data/datahandlers/idatahandler.py b/freqtrade/data/datahandlers/idatahandler.py
new file mode 100644
index 000000000..ffe50b14e
--- /dev/null
+++ b/freqtrade/data/datahandlers/idatahandler.py
@@ -0,0 +1,97 @@
+"""
+Abstract datahandler interface.
+It's subclasses handle and storing data from disk.
+
+"""
+
+from abc import ABC, abstractmethod, abstractclassmethod
+from pathlib import Path
+from typing import Dict, List, Optional
+
+from pandas import DataFrame
+
+from freqtrade.configuration import TimeRange
+
+
+class IDataHandler(ABC):
+
+    def __init__(self, datadir: Path, pair: str) -> None:
+        self._datadir = datadir
+        self._pair = pair
+
+    @abstractclassmethod
+    def ohlcv_get_pairs(cls, datadir: Path, timeframe: str) -> List[str]:
+        """
+        Returns a list of all pairs available in this datadir
+        """
+
+    @abstractmethod
+    def ohlcv_store(self, timeframe: str, data: DataFrame):
+        """
+        Store data
+        """
+
+    @abstractmethod
+    def ohlcv_append(self, timeframe: str, data: DataFrame):
+        """
+        Append data to existing files
+        """
+
+    @abstractmethod
+    def ohlcv_load(self, timeframe: str, timerange: Optional[TimeRange] = None) -> DataFrame:
+        """
+        Load data for one pair
+        :return: Dataframe
+        """
+
+    @abstractclassmethod
+    def trades_get_pairs(cls, datadir: Path) -> List[str]:
+        """
+        Returns a list of all pairs available in this datadir
+        """
+
+    @abstractmethod
+    def trades_store(self, data: DataFrame):
+        """
+        Store data
+        """
+
+    @abstractmethod
+    def trades_append(self, data: DataFrame):
+        """
+        Append data to existing files
+        """
+
+    @abstractmethod
+    def trades_load(self, timerange: Optional[TimeRange] = None):
+        """
+        Load data for one pair
+        :return: Dataframe
+        """
+
+    @staticmethod
+    def trim_tickerlist(tickerlist: List[Dict], timerange: TimeRange) -> List[Dict]:
+        """
+        TODO: investigate if this is needed ... we can probably cover this in a dataframe
+        Trim tickerlist based on given timerange
+        """
+        if not tickerlist:
+            return tickerlist
+
+        start_index = 0
+        stop_index = len(tickerlist)
+
+        if timerange.starttype == 'date':
+            while (start_index < len(tickerlist) and
+                   tickerlist[start_index][0] < timerange.startts * 1000):
+                start_index += 1
+
+        if timerange.stoptype == 'date':
+            while (stop_index > 0 and
+                   tickerlist[stop_index-1][0] > timerange.stopts * 1000):
+                stop_index -= 1
+
+        if start_index > stop_index:
+            raise ValueError(f'The timerange [{timerange.startts},{timerange.stopts}] is incorrect')
+
+        return tickerlist[start_index:stop_index]
diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
new file mode 100644
index 000000000..214958251
--- /dev/null
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -0,0 +1,105 @@
+import re
+from pathlib import Path
+from typing import Dict, List, Optional
+
+from pandas import DataFrame
+
+from freqtrade import misc
+from freqtrade.configuration import TimeRange
+
+from .idatahandler import IDataHandler
+
+
+class JsonDataHandler(IDataHandler):
+
+    _use_zip = False
+
+    @classmethod
+    def ohlcv_get_pairs(cls, datadir: Path, timeframe: str) -> List[str]:
+        """
+        Returns a list of all pairs available in this datadir
+        """
+        return [re.search(r'^(\S+)(?=\-' + timeframe + '.json)', p.name)[0].replace('_', ' /')
+                for p in datadir.glob(f"*{timeframe}.{cls._get_file_extension()}")]
+
+    def ohlcv_store(self, timeframe: str, data: DataFrame):
+        """
+        Store data
+        """
+        raise NotImplementedError()
+
+    def ohlcv_append(self, timeframe: str, data: DataFrame):
+        """
+        Append data to existing files
+        """
+        raise NotImplementedError()
+
+    def ohlcv_load(self, timeframe: str, timerange: Optional[TimeRange] = None) -> DataFrame:
+        """
+        Load data for one pair
+        :return: Dataframe
+        """
+        filename = JsonDataHandler._pair_data_filename(self.datadir, self._pair,
+                                                       self._pair, timeframe)
+        pairdata = misc.file_load_json(filename)
+        if not pairdata:
+            return []
+
+        if timerange:
+            pairdata = IDataHandler.trim_tickerlist(pairdata, timerange)
+        return pairdata
+
+    @classmethod
+    def trades_get_pairs(cls, datadir: Path) -> List[str]:
+        """
+        Returns a list of all pairs available in this datadir
+        """
+        return [re.search(r'^(\S+)(?=\-trades.json)', p.name)[0].replace('_', '/')
+                for p in datadir.glob(f"*trades.{cls._get_file_extension()}")]
+
+    def trades_store(self, data: List[Dict]):
+        """
+        Store data
+        """
+        filename = self._pair_trades_filename(self._datadir, self._pair)
+        misc.file_dump_json(filename, data, is_zip=self._use_zip)
+
+    def trades_append(self, data: DataFrame):
+        """
+        Append data to existing files
+        """
+        raise NotImplementedError()
+
+    def trades_load(self, timerange: Optional[TimeRange] = None) -> List[Dict]:
+        """
+        Load a pair from file, either .json.gz or .json
+        # TODO: validate timerange ...
+        :return: List of trades
+        """
+        filename = self._pair_trades_filename(self._datadir, self._pair)
+        tradesdata = misc.file_load_json(filename)
+        if not tradesdata:
+            return []
+
+        return tradesdata
+
+    @classmethod
+    def _pair_data_filename(cls, datadir: Path, pair: str, timeframe: str) -> Path:
+        pair_s = pair.replace("/", "_")
+        filename = datadir.joinpath(f'{pair_s}-{timeframe}.{cls._get_file_extension()}')
+        return filename
+
+    @classmethod
+    def _get_file_extension(cls):
+        return "json.gz" if cls._use_zip else "json"
+
+    @classmethod
+    def _pair_trades_filename(cls, datadir: Path, pair: str) -> Path:
+        pair_s = pair.replace("/", "_")
+        filename = datadir.joinpath(f'{pair_s}-trades.{cls._get_file_extension()}')
+        return filename
+
+
+class JsonGzDataHandler(JsonDataHandler):
+
+    _use_zip = True

From cd4466a62655dbec5c0e811af87fd530b3ea0b28 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Dec 2019 15:04:45 +0100
Subject: [PATCH 0081/1106] Add convert_* methods

---
 freqtrade/utils.py | 50 ++++++++++++++++++++++++++++++++++++++++++----
 1 file changed, 46 insertions(+), 4 deletions(-)

diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 59a8dcbb3..82d781fe5 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -17,6 +17,7 @@ from freqtrade.configuration import (Configuration, TimeRange,
 from freqtrade.configuration.directory_operations import (copy_sample_files,
                                                           create_userdata_dir)
 from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGY
+from freqtrade.data.datahandlers import get_datahandlerclass
 from freqtrade.data.history import (convert_trades_to_ohlcv,
                                     refresh_backtest_ohlcv_data,
                                     refresh_backtest_trades_data)
@@ -241,12 +242,53 @@ def start_list_strategies(args: Dict[str, Any]) -> None:
         print(tabulate(strats_to_print, headers='keys', tablefmt='pipe'))
 
 
+def convert_trades_format(config: Dict[str, Any], convert_from: str, convert_to: str):
+    """
+    TODO: move this to converter.py (?)
+    """
+    SrcClass = get_datahandlerclass(convert_from)
+    TrgClass = get_datahandlerclass(convert_to)
+
+    if 'pairs' not in config:
+        config['pairs'] = SrcClass.trades_get_pairs(config['datadir'])
+        logger.info(f"Converting trades for {config['pairs']}")
+
+    for pair in config['pairs']:
+        src = SrcClass(config['datadir'], pair)
+        trg = TrgClass(config['datadir'], pair)
+        data = src.trades_load()
+        logger.info(f"Converting {len(data)} trades for {pair}")
+        trg.trades_store(data)
+
+
+def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to: str):
+    """
+    TODO: move this to converter.py (?)
+    """
+    SrcClass = get_datahandlerclass(convert_from)
+    TrgClass = get_datahandlerclass(convert_to)
+
+    if 'pairs' not in config:
+        config['pairs'] = SrcClass.ohclv_get_pairs(config['datadir'], config['ticker_interval'])
+        logger.info(f"Converting OHLCV for {config['pairs']}")
+
+    for pair in config['pairs']:
+        src = SrcClass(config['datadir'], pair)
+        trg = TrgClass(config['datadir'], pair)
+        data = src.ohlcv_load()
+        logger.info(f"Converting {len(data)} candles for {pair}")
+        trg.ohlcv_store(data)
+
+
 def start_convert_data(args: Dict[str, Any]) -> None:
     """
     Convert data from one format to another
     """
-    config = setup_utils_configuration(args, RunMode.UTIL_EXCHANGE)
-    print(config)
+    config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
+    from pprint import pprint
+    pprint(config)
+
+    # convert_trades_format(config, 'json', 'jsongz')
 
 
 def start_list_timeframes(args: Dict[str, Any]) -> None:
@@ -452,10 +494,10 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
     n = config.get('hyperopt_show_index', -1)
     if n > trials_epochs:
         raise OperationalException(
-                f"The index of the epoch to show should be less than {trials_epochs + 1}.")
+            f"The index of the epoch to show should be less than {trials_epochs + 1}.")
     if n < -trials_epochs:
         raise OperationalException(
-                f"The index of the epoch to show should be greater than {-trials_epochs - 1}.")
+            f"The index of the epoch to show should be greater than {-trials_epochs - 1}.")
 
     # Translate epoch index from human-readable format to pythonic
     if n > 0:

From c3064dfd2b56e8d74ef8c07219b0e119cd0626c6 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Dec 2019 15:06:33 +0100
Subject: [PATCH 0082/1106] Enhance validation constants

---
 freqtrade/constants.py | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index d7c6249d5..2f60bef2d 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -18,6 +18,7 @@ REQUIRED_ORDERTYPES = ['buy', 'sell', 'stoploss', 'stoploss_on_exchange']
 ORDERTYPE_POSSIBILITIES = ['limit', 'market']
 ORDERTIF_POSSIBILITIES = ['gtc', 'fok', 'ioc']
 AVAILABLE_PAIRLISTS = ['StaticPairList', 'VolumePairList', 'PrecisionFilter', 'PriceFilter']
+AVAILABLE_DATAHANDLERS = ['json', 'jsongz']
 DRY_RUN_WALLET = 1000
 MATH_CLOSE_PREC = 1e-14  # Precision used for float comparisons
 
@@ -213,6 +214,16 @@ CONF_SCHEMA = {
                 'process_throttle_secs': {'type': 'integer'},
                 'interval': {'type': 'integer'},
                 'sd_notify': {'type': 'boolean'},
+                'dataformat_ohlcv': {
+                    'type': 'string',
+                    'enum': AVAILABLE_DATAHANDLERS,
+                    'default': 'json'
+                },
+                'dataformat_trades': {
+                    'type': 'string',
+                    'enum': AVAILABLE_DATAHANDLERS,
+                    'default': 'jsongz'
+                }
             }
         }
     },
@@ -280,5 +291,6 @@ CONF_SCHEMA = {
         'unfilledtimeout',
         'stoploss',
         'minimal_roi',
+        'internals',
     ]
 }

From 2a6b542b098f4ada5fd75149437e9dcb14474450 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 09:59:01 +0100
Subject: [PATCH 0083/1106] Add second subcommand to allow conversation of
 ohlcv and trades data seprately

---
 freqtrade/configuration/arguments.py   | 20 +++++++++++++++-----
 freqtrade/configuration/cli_options.py | 12 ++++++++++++
 freqtrade/utils.py                     | 10 +++++++---
 3 files changed, 34 insertions(+), 8 deletions(-)

diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py
index 44bc71038..a20ecaa43 100644
--- a/freqtrade/configuration/arguments.py
+++ b/freqtrade/configuration/arguments.py
@@ -47,7 +47,7 @@ ARGS_BUILD_STRATEGY = ["user_data_dir", "strategy", "template"]
 
 ARGS_BUILD_HYPEROPT = ["user_data_dir", "hyperopt", "template"]
 
-ARGS_CONVERT_DATA = []
+ARGS_CONVERT_DATA = ["format_from", "format_to"]
 
 ARGS_DOWNLOAD_DATA = ["pairs", "pairs_file", "days", "download_trades", "exchange",
                       "timeframes", "erase"]
@@ -65,8 +65,9 @@ ARGS_HYPEROPT_LIST = ["hyperopt_list_best", "hyperopt_list_profitable", "print_c
 ARGS_HYPEROPT_SHOW = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperopt_show_index",
                       "print_json", "hyperopt_show_no_header"]
 
-NO_CONF_REQURIED = ["convert-data", "download-data", "list-timeframes", "list-markets",
-                    "list-pairs", "list-strategies", "hyperopt-list", "hyperopt-show",
+NO_CONF_REQURIED = ["convert-data", "convert-trade-data", "download-data",
+                    "list-timeframes", "list-markets", "list-pairs",
+                    "list-strategies", "hyperopt-list", "hyperopt-show",
                     "plot-dataframe", "plot-profit"]
 
 NO_CONF_ALLOWED = ["create-userdir", "list-exchanges", "new-hyperopt", "new-strategy"]
@@ -256,10 +257,19 @@ class Arguments:
         # Add convert-data subcommand
         convert_data_cmd = subparsers.add_parser(
             'convert-data',
-            help='Convert data from one format to another.',
+            help='Convert OHLCV data from one format to another.',
             parents=[_common_parser],
         )
-        convert_data_cmd.set_defaults(func=start_convert_data)
+        convert_data_cmd.set_defaults(func=partial(start_convert_data, ohlcv=True))
+        self._build_args(optionlist=ARGS_CONVERT_DATA, parser=convert_data_cmd)
+
+        # Add convert-data subcommand
+        convert_data_cmd = subparsers.add_parser(
+            'convert-trade-data',
+            help='Convert trade-data from one format to another.',
+            parents=[_common_parser],
+        )
+        convert_data_cmd.set_defaults(func=partial(start_convert_data, ohlcv=False))
         self._build_args(optionlist=ARGS_CONVERT_DATA, parser=convert_data_cmd)
 
         # Add Plotting subcommand
diff --git a/freqtrade/configuration/cli_options.py b/freqtrade/configuration/cli_options.py
index 4b6429f20..ffaf9ea66 100644
--- a/freqtrade/configuration/cli_options.py
+++ b/freqtrade/configuration/cli_options.py
@@ -332,6 +332,18 @@ AVAILABLE_CLI_OPTIONS = {
              'desired timeframe as specified as --timeframes/-t.',
         action='store_true',
     ),
+    "format_from": Arg(
+        '--format-from',
+        help='Source format for data conversation.',
+        choices=constants.AVAILABLE_DATAHANDLERS,
+        required=True,
+    ),
+    "format_to": Arg(
+        '--format-to',
+        help='Destination format for data conversation.',
+        choices=constants.AVAILABLE_DATAHANDLERS,
+        required=True,
+    ),
     "exchange": Arg(
         '--exchange',
         help=f'Exchange name (default: `{constants.DEFAULT_EXCHANGE}`). '
diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 82d781fe5..d02c80f7f 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -280,15 +280,19 @@ def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to:
         trg.ohlcv_store(data)
 
 
-def start_convert_data(args: Dict[str, Any]) -> None:
+def start_convert_data(args: Dict[str, Any], ohlcv: bool = True) -> None:
     """
     Convert data from one format to another
     """
     config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
     from pprint import pprint
     pprint(config)
-
-    # convert_trades_format(config, 'json', 'jsongz')
+    if ohlcv:
+        convert_ohlcv_format(config,
+                             convert_from=args['format_from'], convert_to=args['format_to'])
+    else:
+        convert_trades_format(config,
+                              convert_from=args['format_from'], convert_to=args['format_to'])
 
 
 def start_list_timeframes(args: Dict[str, Any]) -> None:

From f8b8b9ac631dfe36083a3f0f7c1ccc086a81dad0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 10:01:39 +0100
Subject: [PATCH 0084/1106] Convert to Path temporarily

---
 freqtrade/utils.py | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index d02c80f7f..4661e84b2 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -245,17 +245,18 @@ def start_list_strategies(args: Dict[str, Any]) -> None:
 def convert_trades_format(config: Dict[str, Any], convert_from: str, convert_to: str):
     """
     TODO: move this to converter.py (?)
+    TODO: remove Path conversation once PR is merged and this is rebased
     """
     SrcClass = get_datahandlerclass(convert_from)
     TrgClass = get_datahandlerclass(convert_to)
 
     if 'pairs' not in config:
-        config['pairs'] = SrcClass.trades_get_pairs(config['datadir'])
+        config['pairs'] = SrcClass.trades_get_pairs(Path(config['datadir']))
         logger.info(f"Converting trades for {config['pairs']}")
 
     for pair in config['pairs']:
-        src = SrcClass(config['datadir'], pair)
-        trg = TrgClass(config['datadir'], pair)
+        src = SrcClass(Path(config['datadir'], pair))
+        trg = TrgClass(Path(config['datadir'], pair))
         data = src.trades_load()
         logger.info(f"Converting {len(data)} trades for {pair}")
         trg.trades_store(data)
@@ -264,17 +265,18 @@ def convert_trades_format(config: Dict[str, Any], convert_from: str, convert_to:
 def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to: str):
     """
     TODO: move this to converter.py (?)
+    TODO: remove Path conversation once PR is merged and this is rebased
     """
     SrcClass = get_datahandlerclass(convert_from)
     TrgClass = get_datahandlerclass(convert_to)
 
     if 'pairs' not in config:
-        config['pairs'] = SrcClass.ohclv_get_pairs(config['datadir'], config['ticker_interval'])
+        config['pairs'] = SrcClass.ohclv_get_pairs(Path(config['datadir']), config['ticker_interval'])
         logger.info(f"Converting OHLCV for {config['pairs']}")
 
     for pair in config['pairs']:
-        src = SrcClass(config['datadir'], pair)
-        trg = TrgClass(config['datadir'], pair)
+        src = SrcClass(Path(config['datadir']), pair)
+        trg = TrgClass(Path(config['datadir']), pair)
         data = src.ohlcv_load()
         logger.info(f"Converting {len(data)} candles for {pair}")
         trg.ohlcv_store(data)

From ef0fcb0e0f5b82548b53380a0968d1750c64da69 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 10:21:30 +0100
Subject: [PATCH 0085/1106] Make data-finding safe

---
 freqtrade/data/datahandlers/jsondatahandler.py | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index 214958251..fe01176ad 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -19,8 +19,11 @@ class JsonDataHandler(IDataHandler):
         """
         Returns a list of all pairs available in this datadir
         """
-        return [re.search(r'^(\S+)(?=\-' + timeframe + '.json)', p.name)[0].replace('_', ' /')
+
+        _tmp = [re.search(r'^(\S+)(?=\-' + timeframe + '.json)', p.name)
                 for p in datadir.glob(f"*{timeframe}.{cls._get_file_extension()}")]
+        # Check if regex found something and only return these results
+        return [match[0].replace('_', ' /') for match in _tmp if match]
 
     def ohlcv_store(self, timeframe: str, data: DataFrame):
         """
@@ -54,8 +57,10 @@ class JsonDataHandler(IDataHandler):
         """
         Returns a list of all pairs available in this datadir
         """
-        return [re.search(r'^(\S+)(?=\-trades.json)', p.name)[0].replace('_', '/')
+        _tmp = [re.search(r'^(\S+)(?=\-trades.json)', p.name)
                 for p in datadir.glob(f"*trades.{cls._get_file_extension()}")]
+        # Check if regex found something and only return these results to avoid exceptions.
+        return [match[0].replace('_', ' /') for match in _tmp if match]
 
     def trades_store(self, data: List[Dict]):
         """

From 3d4f62081e1cc9306a7eceb33fc575c9fd354c5d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 10:21:47 +0100
Subject: [PATCH 0086/1106] Allow timeframes for convert-data

---
 freqtrade/configuration/arguments.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py
index a20ecaa43..888da4296 100644
--- a/freqtrade/configuration/arguments.py
+++ b/freqtrade/configuration/arguments.py
@@ -48,6 +48,7 @@ ARGS_BUILD_STRATEGY = ["user_data_dir", "strategy", "template"]
 ARGS_BUILD_HYPEROPT = ["user_data_dir", "hyperopt", "template"]
 
 ARGS_CONVERT_DATA = ["format_from", "format_to"]
+ARGS_CONVERT_DATA_OHLCV = ARGS_CONVERT_DATA + ["timeframes"]
 
 ARGS_DOWNLOAD_DATA = ["pairs", "pairs_file", "days", "download_trades", "exchange",
                       "timeframes", "erase"]
@@ -261,7 +262,7 @@ class Arguments:
             parents=[_common_parser],
         )
         convert_data_cmd.set_defaults(func=partial(start_convert_data, ohlcv=True))
-        self._build_args(optionlist=ARGS_CONVERT_DATA, parser=convert_data_cmd)
+        self._build_args(optionlist=ARGS_CONVERT_DATA_OHLCV, parser=convert_data_cmd)
 
         # Add convert-data subcommand
         convert_data_cmd = subparsers.add_parser(

From 2a728ee68f669b0df51c70bf8e1f1a4cc52dcfc1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 10:25:30 +0100
Subject: [PATCH 0087/1106] fix bug in find-files

---
 freqtrade/data/datahandlers/jsondatahandler.py | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index fe01176ad..a6caf137d 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -23,7 +23,7 @@ class JsonDataHandler(IDataHandler):
         _tmp = [re.search(r'^(\S+)(?=\-' + timeframe + '.json)', p.name)
                 for p in datadir.glob(f"*{timeframe}.{cls._get_file_extension()}")]
         # Check if regex found something and only return these results
-        return [match[0].replace('_', ' /') for match in _tmp if match]
+        return [match[0].replace('_', '/') for match in _tmp if match]
 
     def ohlcv_store(self, timeframe: str, data: DataFrame):
         """
@@ -42,8 +42,7 @@ class JsonDataHandler(IDataHandler):
         Load data for one pair
         :return: Dataframe
         """
-        filename = JsonDataHandler._pair_data_filename(self.datadir, self._pair,
-                                                       self._pair, timeframe)
+        filename = JsonDataHandler._pair_data_filename(self._datadir, self._pair, timeframe)
         pairdata = misc.file_load_json(filename)
         if not pairdata:
             return []
@@ -60,7 +59,7 @@ class JsonDataHandler(IDataHandler):
         _tmp = [re.search(r'^(\S+)(?=\-trades.json)', p.name)
                 for p in datadir.glob(f"*trades.{cls._get_file_extension()}")]
         # Check if regex found something and only return these results to avoid exceptions.
-        return [match[0].replace('_', ' /') for match in _tmp if match]
+        return [match[0].replace('_', '/') for match in _tmp if match]
 
     def trades_store(self, data: List[Dict]):
         """

From 018e2703368459d06d0aab0b8e320321a12c6e2c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 10:28:11 +0100
Subject: [PATCH 0088/1106] Allow --pairs for convert arguments

---
 freqtrade/configuration/arguments.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py
index 888da4296..cefa86927 100644
--- a/freqtrade/configuration/arguments.py
+++ b/freqtrade/configuration/arguments.py
@@ -47,7 +47,7 @@ ARGS_BUILD_STRATEGY = ["user_data_dir", "strategy", "template"]
 
 ARGS_BUILD_HYPEROPT = ["user_data_dir", "hyperopt", "template"]
 
-ARGS_CONVERT_DATA = ["format_from", "format_to"]
+ARGS_CONVERT_DATA = ["pairs", "format_from", "format_to"]
 ARGS_CONVERT_DATA_OHLCV = ARGS_CONVERT_DATA + ["timeframes"]
 
 ARGS_DOWNLOAD_DATA = ["pairs", "pairs_file", "days", "download_trades", "exchange",

From d804372d74ad0a38a66ca6588abc2b01af04b341 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 10:28:25 +0100
Subject: [PATCH 0089/1106] Enhance ohlcv_convert method

---
 freqtrade/utils.py | 31 ++++++++++++++++++++-----------
 1 file changed, 20 insertions(+), 11 deletions(-)

diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 4661e84b2..0805f0011 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -252,11 +252,12 @@ def convert_trades_format(config: Dict[str, Any], convert_from: str, convert_to:
 
     if 'pairs' not in config:
         config['pairs'] = SrcClass.trades_get_pairs(Path(config['datadir']))
-        logger.info(f"Converting trades for {config['pairs']}")
+    logger.info(f"Converting trades for {config['pairs']}")
 
     for pair in config['pairs']:
-        src = SrcClass(Path(config['datadir'], pair))
-        trg = TrgClass(Path(config['datadir'], pair))
+        print(pair)
+        src = SrcClass(Path(config['datadir']), pair)
+        trg = TrgClass(Path(config['datadir']), pair)
         data = src.trades_load()
         logger.info(f"Converting {len(data)} trades for {pair}")
         trg.trades_store(data)
@@ -269,17 +270,25 @@ def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to:
     """
     SrcClass = get_datahandlerclass(convert_from)
     TrgClass = get_datahandlerclass(convert_to)
+    timeframes = config.get('timeframes', [config.get('ticker_interval')])
+    logger.info(f"Converting OHLCV for timeframe {timeframes}")
 
     if 'pairs' not in config:
-        config['pairs'] = SrcClass.ohclv_get_pairs(Path(config['datadir']), config['ticker_interval'])
-        logger.info(f"Converting OHLCV for {config['pairs']}")
+        config['pairs'] = []
+        # Check timeframes or fall back to ticker_interval.
+        for timeframe in timeframes:
+            config['pairs'].extend(SrcClass.ohlcv_get_pairs(Path(config['datadir']),
+                                                            timeframe))
+    logger.info(f"Converting OHLCV for {config['pairs']}")
 
-    for pair in config['pairs']:
-        src = SrcClass(Path(config['datadir']), pair)
-        trg = TrgClass(Path(config['datadir']), pair)
-        data = src.ohlcv_load()
-        logger.info(f"Converting {len(data)} candles for {pair}")
-        trg.ohlcv_store(data)
+    for timeframe in timeframes:
+
+        for pair in config['pairs']:
+            src = SrcClass(Path(config['datadir']), pair)
+            trg = TrgClass(Path(config['datadir']), pair)
+            data = src.ohlcv_load(timeframe)
+            logger.info(f"Converting {len(data)} candles for {pair}")
+        #     trg.ohlcv_store(data)
 
 
 def start_convert_data(args: Dict[str, Any], ohlcv: bool = True) -> None:

From abc6b9459a8133c4c66f3a2c9f7afc407af35a9c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 10:30:35 +0100
Subject: [PATCH 0090/1106] Add ohlcv_store call to convert_ohlcv

---
 freqtrade/data/datahandlers/jsondatahandler.py | 4 ++--
 freqtrade/utils.py                             | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index a6caf137d..747d80c54 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -25,13 +25,13 @@ class JsonDataHandler(IDataHandler):
         # Check if regex found something and only return these results
         return [match[0].replace('_', '/') for match in _tmp if match]
 
-    def ohlcv_store(self, timeframe: str, data: DataFrame):
+    def ohlcv_store(self, timeframe: str, data: DataFrame) -> None:
         """
         Store data
         """
         raise NotImplementedError()
 
-    def ohlcv_append(self, timeframe: str, data: DataFrame):
+    def ohlcv_append(self, timeframe: str, data: DataFrame) -> None:
         """
         Append data to existing files
         """
diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 0805f0011..72b2afc8e 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -286,9 +286,9 @@ def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to:
         for pair in config['pairs']:
             src = SrcClass(Path(config['datadir']), pair)
             trg = TrgClass(Path(config['datadir']), pair)
-            data = src.ohlcv_load(timeframe)
+            data = src.ohlcv_load(timeframe=timeframe)
             logger.info(f"Converting {len(data)} candles for {pair}")
-        #     trg.ohlcv_store(data)
+            trg.ohlcv_store(timeframe=timeframe, data=data)
 
 
 def start_convert_data(args: Dict[str, Any], ohlcv: bool = True) -> None:

From 8f214aec891a862dab943de5f3561025852ac1fd Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 10:35:23 +0100
Subject: [PATCH 0091/1106] Fix "dumping" message to work correctly for .gz
 files

---
 freqtrade/misc.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/freqtrade/misc.py b/freqtrade/misc.py
index bcba78cf0..ed37ace3a 100644
--- a/freqtrade/misc.py
+++ b/freqtrade/misc.py
@@ -47,14 +47,16 @@ def file_dump_json(filename: Path, data, is_zip=False) -> None:
     :param data: JSON Data to save
     :return:
     """
-    logger.info(f'dumping json to "{filename}"')
 
     if is_zip:
         if filename.suffix != '.gz':
             filename = filename.with_suffix('.gz')
+        logger.info(f'dumping json to "{filename}"')
+
         with gzip.open(filename, 'w') as fp:
             rapidjson.dump(data, fp, default=str, number_mode=rapidjson.NM_NATIVE)
     else:
+        logger.info(f'dumping json to "{filename}"')
         with open(filename, 'w') as fp:
             rapidjson.dump(data, fp, default=str, number_mode=rapidjson.NM_NATIVE)
 

From c6d6dbfdb1646279fb439197e40716780bd99867 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 10:37:31 +0100
Subject: [PATCH 0092/1106] Implement jsondatahandler file store

---
 freqtrade/data/datahandlers/jsondatahandler.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index 747d80c54..ec4e41ae8 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -29,7 +29,8 @@ class JsonDataHandler(IDataHandler):
         """
         Store data
         """
-        raise NotImplementedError()
+        filename = JsonDataHandler._pair_data_filename(self._datadir, self._pair, timeframe)
+        misc.file_dump_json(filename, data, is_zip=self._use_zip)
 
     def ohlcv_append(self, timeframe: str, data: DataFrame) -> None:
         """

From eff5cc0568b5a3464eb1326afccb3b0eac3a84fc Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 10:41:04 +0100
Subject: [PATCH 0093/1106] Add default to internals

---
 freqtrade/constants.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 2f60bef2d..9c7e3db63 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -210,6 +210,7 @@ CONF_SCHEMA = {
         'forcebuy_enable': {'type': 'boolean'},
         'internals': {
             'type': 'object',
+            'default': {},
             'properties': {
                 'process_throttle_secs': {'type': 'integer'},
                 'interval': {'type': 'integer'},

From e529a4c261e0762056bb2c685170a3a9e3f5b653 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 11:08:11 +0100
Subject: [PATCH 0094/1106] Fix typehint for get_datahandlerclass

---
 freqtrade/data/datahandlers/__init__.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/freqtrade/data/datahandlers/__init__.py b/freqtrade/data/datahandlers/__init__.py
index b3aa2e3a4..b22b61417 100644
--- a/freqtrade/data/datahandlers/__init__.py
+++ b/freqtrade/data/datahandlers/__init__.py
@@ -1,7 +1,9 @@
+from typing import Type
+
 from .idatahandler import IDataHandler
 
 
-def get_datahandlerclass(datatype: str) -> IDataHandler:
+def get_datahandlerclass(datatype: str) -> Type[IDataHandler]:
     """
     Get datahandler class.
     Could be done using Resolvers, but since this may be called often and resolvers

From 48728e2d666d3cddafc654b87a0b1e21cc1ea58c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 11:08:49 +0100
Subject: [PATCH 0095/1106] Change DataProvider interface to accept pair per
 method

---
 .../data/datahandlers/jsondatahandler.py      | 34 ++++++++++++-------
 1 file changed, 22 insertions(+), 12 deletions(-)

diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index ec4e41ae8..ca6f94c5e 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -6,6 +6,7 @@ from pandas import DataFrame
 
 from freqtrade import misc
 from freqtrade.configuration import TimeRange
+from freqtrade.data.converter import parse_ticker_dataframe
 
 from .idatahandler import IDataHandler
 
@@ -25,31 +26,40 @@ class JsonDataHandler(IDataHandler):
         # Check if regex found something and only return these results
         return [match[0].replace('_', '/') for match in _tmp if match]
 
-    def ohlcv_store(self, timeframe: str, data: DataFrame) -> None:
+    def ohlcv_store(self, pair: str, timeframe: str, data: DataFrame) -> None:
         """
         Store data
         """
-        filename = JsonDataHandler._pair_data_filename(self._datadir, self._pair, timeframe)
+        filename = JsonDataHandler._pair_data_filename(self._datadir, pair, timeframe)
         misc.file_dump_json(filename, data, is_zip=self._use_zip)
 
-    def ohlcv_append(self, timeframe: str, data: DataFrame) -> None:
+    def ohlcv_append(self, pair: str, timeframe: str, data: DataFrame) -> None:
         """
         Append data to existing files
         """
         raise NotImplementedError()
 
-    def ohlcv_load(self, timeframe: str, timerange: Optional[TimeRange] = None) -> DataFrame:
+    def _ohlcv_load(self, pair: str, timeframe: str,
+                    timerange: Optional[TimeRange] = None,
+                    fill_up_missing: bool = True,
+                    drop_incomplete: bool = True,
+                    ) -> DataFrame:
         """
-        Load data for one pair
+        Load data for one pair from disk.
+        Implements the loading and conversation to a Pandas dataframe.
         :return: Dataframe
         """
-        filename = JsonDataHandler._pair_data_filename(self._datadir, self._pair, timeframe)
+        filename = JsonDataHandler._pair_data_filename(self._datadir, pair, timeframe)
         pairdata = misc.file_load_json(filename)
         if not pairdata:
-            return []
+            return DataFrame()
 
         if timerange:
             pairdata = IDataHandler.trim_tickerlist(pairdata, timerange)
+        return parse_ticker_dataframe(pairdata, timeframe,
+                                      pair=self._pair,
+                                      fill_missing=fill_up_missing,
+                                      drop_incomplete=drop_incomplete)
         return pairdata
 
     @classmethod
@@ -62,26 +72,26 @@ class JsonDataHandler(IDataHandler):
         # Check if regex found something and only return these results to avoid exceptions.
         return [match[0].replace('_', '/') for match in _tmp if match]
 
-    def trades_store(self, data: List[Dict]):
+    def trades_store(self, pair: str, data: List[Dict]):
         """
         Store data
         """
-        filename = self._pair_trades_filename(self._datadir, self._pair)
+        filename = self._pair_trades_filename(self._datadir, pair)
         misc.file_dump_json(filename, data, is_zip=self._use_zip)
 
-    def trades_append(self, data: DataFrame):
+    def trades_append(self, pair: str, data: DataFrame):
         """
         Append data to existing files
         """
         raise NotImplementedError()
 
-    def trades_load(self, timerange: Optional[TimeRange] = None) -> List[Dict]:
+    def trades_load(self, pair: str, timerange: Optional[TimeRange] = None) -> List[Dict]:
         """
         Load a pair from file, either .json.gz or .json
         # TODO: validate timerange ...
         :return: List of trades
         """
-        filename = self._pair_trades_filename(self._datadir, self._pair)
+        filename = self._pair_trades_filename(self._datadir, pair)
         tradesdata = misc.file_load_json(filename)
         if not tradesdata:
             return []

From d923bab8288f65a4c97bf3340883f1cb11f60523 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 11:09:29 +0100
Subject: [PATCH 0096/1106] Remove abstract interface for now

---
 freqtrade/data/datahandlers/idatahandler.py | 106 +++++++++++---------
 1 file changed, 56 insertions(+), 50 deletions(-)

diff --git a/freqtrade/data/datahandlers/idatahandler.py b/freqtrade/data/datahandlers/idatahandler.py
index ffe50b14e..b82898353 100644
--- a/freqtrade/data/datahandlers/idatahandler.py
+++ b/freqtrade/data/datahandlers/idatahandler.py
@@ -3,71 +3,77 @@ Abstract datahandler interface.
 It's subclasses handle and storing data from disk.
 
 """
-
+import logging
 from abc import ABC, abstractmethod, abstractclassmethod
 from pathlib import Path
 from typing import Dict, List, Optional
-
+from copy import deepcopy
 from pandas import DataFrame
 
 from freqtrade.configuration import TimeRange
+from freqtrade.exchange import timeframe_to_seconds
+from freqtrade.data.converter import parse_ticker_dataframe
+
+logger = logging.getLogger(__name__)
 
 
 class IDataHandler(ABC):
 
-    def __init__(self, datadir: Path, pair: str) -> None:
+    def __init__(self, datadir: Path) -> None:
         self._datadir = datadir
-        self._pair = pair
 
-    @abstractclassmethod
-    def ohlcv_get_pairs(cls, datadir: Path, timeframe: str) -> List[str]:
+    # TODO: create abstract interface
+
+    def ohlcv_load(self, pair, timeframe: str,
+                   timerange: Optional[TimeRange] = None,
+                   fill_up_missing: bool = True,
+                   drop_incomplete: bool = True,
+                   startup_candles: int = 0,
+                   ) -> DataFrame:
         """
-        Returns a list of all pairs available in this datadir
+        Load cached ticker history for the given pair.
+
+        :param pair: Pair to load data for
+        :param timeframe: Ticker timeframe (e.g. "5m")
+        :param timerange: Limit data to be loaded to this timerange
+        :param fill_up_missing: Fill missing values with "No action"-candles
+        :param drop_incomplete: Drop last candle assuming it may be incomplete.
+        :param startup_candles: Additional candles to load at the start of the period
+        :return: DataFrame with ohlcv data, or empty DataFrame
+        """
+        # Fix startup period
+        timerange_startup = deepcopy(timerange)
+        if startup_candles > 0 and timerange_startup:
+            timerange_startup.subtract_start(timeframe_to_seconds(timeframe) * startup_candles)
+
+        pairdf = self._ohlcv_load(pair, timeframe,
+                                  timerange=timerange_startup,
+                                  fill_missing=fill_up_missing,
+                                  drop_incomplete=drop_incomplete)
+        if pairdf.empty():
+            logger.warning(
+                f'No history data for pair: "{pair}", timeframe: {timeframe}. '
+                'Use `freqtrade download-data` to download the data'
+            )
+            return pairdf
+        else:
+            if timerange_startup:
+                self._validate_pairdata(pair, pairdf, timerange_startup)
+            return pairdf
+
+    def _validate_pairdata(pair, pairdata: DataFrame, timerange: TimeRange):
+        """
+        Validates pairdata for missing data at start end end and logs warnings.
+        :param pairdata: Dataframe to validate
+        :param timerange: Timerange specified for start and end dates
         """
 
-    @abstractmethod
-    def ohlcv_store(self, timeframe: str, data: DataFrame):
-        """
-        Store data
-        """
-
-    @abstractmethod
-    def ohlcv_append(self, timeframe: str, data: DataFrame):
-        """
-        Append data to existing files
-        """
-
-    @abstractmethod
-    def ohlcv_load(self, timeframe: str, timerange: Optional[TimeRange] = None) -> DataFrame:
-        """
-        Load data for one pair
-        :return: Dataframe
-        """
-
-    @abstractclassmethod
-    def trades_get_pairs(cls, datadir: Path) -> List[str]:
-        """
-        Returns a list of all pairs available in this datadir
-        """
-
-    @abstractmethod
-    def trades_store(self, data: DataFrame):
-        """
-        Store data
-        """
-
-    @abstractmethod
-    def trades_append(self, data: DataFrame):
-        """
-        Append data to existing files
-        """
-
-    @abstractmethod
-    def trades_load(self, timerange: Optional[TimeRange] = None):
-        """
-        Load data for one pair
-        :return: Dataframe
-        """
+        if timerange.starttype == 'date' and pairdata[0][0] > timerange.startts * 1000:
+            logger.warning('Missing data at start for pair %s, data starts at %s',
+                           pair, arrow.get(pairdata[0][0] // 1000).strftime('%Y-%m-%d %H:%M:%S'))
+        if timerange.stoptype == 'date' and pairdata[-1][0] < timerange.stopts * 1000:
+            logger.warning('Missing data at end for pair %s, data ends at %s',
+                           pair, arrow.get(pairdata[-1][0] // 1000).strftime('%Y-%m-%d %H:%M:%S'))
 
     @staticmethod
     def trim_tickerlist(tickerlist: List[Dict], timerange: TimeRange) -> List[Dict]:

From 1b90ec58b9bf621b9a6b2941597d5d8efbb118ee Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 11:09:59 +0100
Subject: [PATCH 0097/1106] Use changed pair-handling for providers

---
 freqtrade/data/datahandlers/idatahandler.py | 15 ++++++++-------
 freqtrade/utils.py                          | 20 +++++++++-----------
 2 files changed, 17 insertions(+), 18 deletions(-)

diff --git a/freqtrade/data/datahandlers/idatahandler.py b/freqtrade/data/datahandlers/idatahandler.py
index b82898353..a1413fe98 100644
--- a/freqtrade/data/datahandlers/idatahandler.py
+++ b/freqtrade/data/datahandlers/idatahandler.py
@@ -4,15 +4,16 @@ It's subclasses handle and storing data from disk.
 
 """
 import logging
-from abc import ABC, abstractmethod, abstractclassmethod
+from abc import ABC, abstractclassmethod, abstractmethod
+from copy import deepcopy
 from pathlib import Path
 from typing import Dict, List, Optional
-from copy import deepcopy
+
+import arrow
 from pandas import DataFrame
 
 from freqtrade.configuration import TimeRange
 from freqtrade.exchange import timeframe_to_seconds
-from freqtrade.data.converter import parse_ticker_dataframe
 
 logger = logging.getLogger(__name__)
 
@@ -26,7 +27,7 @@ class IDataHandler(ABC):
 
     def ohlcv_load(self, pair, timeframe: str,
                    timerange: Optional[TimeRange] = None,
-                   fill_up_missing: bool = True,
+                   fill_missing: bool = True,
                    drop_incomplete: bool = True,
                    startup_candles: int = 0,
                    ) -> DataFrame:
@@ -48,9 +49,9 @@ class IDataHandler(ABC):
 
         pairdf = self._ohlcv_load(pair, timeframe,
                                   timerange=timerange_startup,
-                                  fill_missing=fill_up_missing,
+                                  fill_missing=fill_missing,
                                   drop_incomplete=drop_incomplete)
-        if pairdf.empty():
+        if pairdf.empty:
             logger.warning(
                 f'No history data for pair: "{pair}", timeframe: {timeframe}. '
                 'Use `freqtrade download-data` to download the data'
@@ -61,7 +62,7 @@ class IDataHandler(ABC):
                 self._validate_pairdata(pair, pairdf, timerange_startup)
             return pairdf
 
-    def _validate_pairdata(pair, pairdata: DataFrame, timerange: TimeRange):
+    def _validate_pairdata(self, pair, pairdata: DataFrame, timerange: TimeRange):
         """
         Validates pairdata for missing data at start end end and logs warnings.
         :param pairdata: Dataframe to validate
diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 72b2afc8e..25f10f71a 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -253,14 +253,12 @@ def convert_trades_format(config: Dict[str, Any], convert_from: str, convert_to:
     if 'pairs' not in config:
         config['pairs'] = SrcClass.trades_get_pairs(Path(config['datadir']))
     logger.info(f"Converting trades for {config['pairs']}")
-
+    src = SrcClass(Path(config['datadir']))
+    trg = TrgClass(Path(config['datadir']))
     for pair in config['pairs']:
-        print(pair)
-        src = SrcClass(Path(config['datadir']), pair)
-        trg = TrgClass(Path(config['datadir']), pair)
-        data = src.trades_load()
+        data = src.trades_load(pair=pair)
         logger.info(f"Converting {len(data)} trades for {pair}")
-        trg.trades_store(data)
+        trg.trades_store(pair, data)
 
 
 def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to: str):
@@ -281,14 +279,14 @@ def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to:
                                                             timeframe))
     logger.info(f"Converting OHLCV for {config['pairs']}")
 
-    for timeframe in timeframes:
+    src = SrcClass(Path(config['datadir']))
+    trg = TrgClass(Path(config['datadir']))
 
+    for timeframe in timeframes:
         for pair in config['pairs']:
-            src = SrcClass(Path(config['datadir']), pair)
-            trg = TrgClass(Path(config['datadir']), pair)
-            data = src.ohlcv_load(timeframe=timeframe)
+            data = src.ohlcv_load(pair=pair, timeframe=timeframe)
             logger.info(f"Converting {len(data)} candles for {pair}")
-            trg.ohlcv_store(timeframe=timeframe, data=data)
+            trg.ohlcv_store(pair=pair, timeframe=timeframe, data=data)
 
 
 def start_convert_data(args: Dict[str, Any], ohlcv: bool = True) -> None:

From d9e7d64f33149d26f8517ba594f044a9cc07ca5b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 13:24:09 +0100
Subject: [PATCH 0098/1106] Split parse_ticker_dataframe some logic to
 clean_ohlcv_dataframe.

---
 freqtrade/data/converter.py | 28 ++++++++++++++++++++++++----
 1 file changed, 24 insertions(+), 4 deletions(-)

diff --git a/freqtrade/data/converter.py b/freqtrade/data/converter.py
index e45dd451e..6b44a6b20 100644
--- a/freqtrade/data/converter.py
+++ b/freqtrade/data/converter.py
@@ -37,9 +37,29 @@ def parse_ticker_dataframe(ticker: list, timeframe: str, pair: str, *,
     # and fail with exception...
     frame = frame.astype(dtype={'open': 'float', 'high': 'float', 'low': 'float', 'close': 'float',
                                 'volume': 'float'})
+    return clean_ohlcv_dataframe(frame, timeframe, pair,
+                                 fill_missing=fill_missing,
+                                 drop_incomplete=drop_incomplete)
 
+
+def clean_ohlcv_dataframe(data: DataFrame, timeframe: str, pair: str, *,
+                          fill_missing: bool = True,
+                          drop_incomplete: bool = True) -> DataFrame:
+    """
+    Clense a ohlcv dataframe by
+      * Grouping it by date (removes duplicate tics)
+      * dropping last candles if requested
+      * Filling up missing data (if requested)
+    :param data: DataFrame containing ohlcv data.
+    :param timeframe: timeframe (e.g. 5m). Used to fill up eventual missing data
+    :param pair: Pair this data is for (used to warn if fillup was necessary)
+    :param fill_missing: fill up missing candles with 0 candles
+                         (see ohlcv_fill_up_missing_data for details)
+    :param drop_incomplete: Drop the last candle of the dataframe, assuming it's incomplete
+    :return: DataFrame
+    """
     # group by index and aggregate results to eliminate duplicate ticks
-    frame = frame.groupby(by='date', as_index=False, sort=True).agg({
+    data = data.groupby(by='date', as_index=False, sort=True).agg({
         'open': 'first',
         'high': 'max',
         'low': 'min',
@@ -48,13 +68,13 @@ def parse_ticker_dataframe(ticker: list, timeframe: str, pair: str, *,
     })
     # eliminate partial candle
     if drop_incomplete:
-        frame.drop(frame.tail(1).index, inplace=True)
+        data.drop(data.tail(1).index, inplace=True)
         logger.debug('Dropping last candle')
 
     if fill_missing:
-        return ohlcv_fill_up_missing_data(frame, timeframe, pair)
+        return ohlcv_fill_up_missing_data(data, timeframe, pair)
     else:
-        return frame
+        return data
 
 
 def ohlcv_fill_up_missing_data(dataframe: DataFrame, timeframe: str, pair: str) -> DataFrame:

From 377d59abe70fb93b1d644a39412d859853b97cf0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 15:04:45 +0100
Subject: [PATCH 0099/1106] Be selective how to load ohclv data for
 conversation

---
 freqtrade/utils.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 25f10f71a..877e4825c 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -284,7 +284,10 @@ def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to:
 
     for timeframe in timeframes:
         for pair in config['pairs']:
-            data = src.ohlcv_load(pair=pair, timeframe=timeframe)
+            data = src.ohlcv_load(pair=pair, timeframe=timeframe,
+                                  fill_missing=False,
+                                  drop_incomplete=False,
+                                  startup_candles=0)
             logger.info(f"Converting {len(data)} candles for {pair}")
             trg.ohlcv_store(pair=pair, timeframe=timeframe, data=data)
 
@@ -294,8 +297,6 @@ def start_convert_data(args: Dict[str, Any], ohlcv: bool = True) -> None:
     Convert data from one format to another
     """
     config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
-    from pprint import pprint
-    pprint(config)
     if ohlcv:
         convert_ohlcv_format(config,
                              convert_from=args['format_from'], convert_to=args['format_to'])

From 866908d2ca3a2a5caa2792c23f720b4097acced8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 15:05:01 +0100
Subject: [PATCH 0100/1106] Load and save using pandas internal function

---
 .../data/datahandlers/jsondatahandler.py      | 62 +++++++++++++------
 1 file changed, 42 insertions(+), 20 deletions(-)

diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index ca6f94c5e..3e64885a7 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -2,11 +2,12 @@ import re
 from pathlib import Path
 from typing import Dict, List, Optional
 
-from pandas import DataFrame
+import numpy as np
+from pandas import DataFrame, read_json, to_datetime
 
 from freqtrade import misc
 from freqtrade.configuration import TimeRange
-from freqtrade.data.converter import parse_ticker_dataframe
+from freqtrade.data.converter import clean_ohlcv_dataframe
 
 from .idatahandler import IDataHandler
 
@@ -14,6 +15,7 @@ from .idatahandler import IDataHandler
 class JsonDataHandler(IDataHandler):
 
     _use_zip = False
+    _columns = ['date', 'open', 'high', 'low', 'close', 'volume']
 
     @classmethod
     def ohlcv_get_pairs(cls, datadir: Path, timeframe: str) -> List[str]:
@@ -28,20 +30,27 @@ class JsonDataHandler(IDataHandler):
 
     def ohlcv_store(self, pair: str, timeframe: str, data: DataFrame) -> None:
         """
-        Store data
+        Store data in json format "values".
+            format looks as follows:
+            [[<date>,<open>,<high>,<low>,<close>]]
+        :param pair: Pair - used to generate filename
+        :timeframe: Timeframe - used to generate filename
+        :data: Dataframe containing OHLCV data
+        :return: None
         """
-        filename = JsonDataHandler._pair_data_filename(self._datadir, pair, timeframe)
-        misc.file_dump_json(filename, data, is_zip=self._use_zip)
+        filename = self._pair_data_filename(self._datadir, pair, timeframe)
+        _data = data.copy()
+        # Convert date to int
+        _data['date'] = _data['date'].astype(np.int64) // 1000 // 1000
 
-    def ohlcv_append(self, pair: str, timeframe: str, data: DataFrame) -> None:
-        """
-        Append data to existing files
-        """
-        raise NotImplementedError()
+        # Reset index, select only appropriate columns and save as json
+        _data.reset_index(drop=True).loc[:, self._columns].to_json(
+            filename, orient="values",
+            compression='gzip' if self._use_zip else None)
 
     def _ohlcv_load(self, pair: str, timeframe: str,
                     timerange: Optional[TimeRange] = None,
-                    fill_up_missing: bool = True,
+                    fill_missing: bool = True,
                     drop_incomplete: bool = True,
                     ) -> DataFrame:
         """
@@ -49,18 +58,31 @@ class JsonDataHandler(IDataHandler):
         Implements the loading and conversation to a Pandas dataframe.
         :return: Dataframe
         """
-        filename = JsonDataHandler._pair_data_filename(self._datadir, pair, timeframe)
-        pairdata = misc.file_load_json(filename)
-        if not pairdata:
-            return DataFrame()
+        filename = self._pair_data_filename(self._datadir, pair, timeframe)
+        pairdata = read_json(filename, orient='values')
+        pairdata.columns = self._columns
+        pairdata['date'] = to_datetime(pairdata['date'],
+                                       unit='ms',
+                                       utc=True,
+                                       infer_datetime_format=True)
 
         if timerange:
             pairdata = IDataHandler.trim_tickerlist(pairdata, timerange)
-        return parse_ticker_dataframe(pairdata, timeframe,
-                                      pair=self._pair,
-                                      fill_missing=fill_up_missing,
-                                      drop_incomplete=drop_incomplete)
-        return pairdata
+
+        return clean_ohlcv_dataframe(pairdata, timeframe,
+                                     pair=pair,
+                                     fill_missing=fill_missing,
+                                     drop_incomplete=drop_incomplete)
+
+    def ohlcv_append(self, pair: str, timeframe: str, data: DataFrame) -> None:
+        """
+        Append data to existing data structures
+        :param pair: Pair
+        :param timeframe: Timeframe this ohlcv data is for
+        :param data: Data to append.
+
+        """
+        raise NotImplementedError()
 
     @classmethod
     def trades_get_pairs(cls, datadir: Path) -> List[str]:

From db520a09ee1f3ef44d29e98dad7225be17112ec5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 15:07:49 +0100
Subject: [PATCH 0101/1106] Trim dataframe, not tickerlist

---
 freqtrade/data/datahandlers/idatahandler.py   | 29 +------------------
 .../data/datahandlers/jsondatahandler.py      | 13 +++++++--
 freqtrade/utils.py                            |  1 +
 3 files changed, 12 insertions(+), 31 deletions(-)

diff --git a/freqtrade/data/datahandlers/idatahandler.py b/freqtrade/data/datahandlers/idatahandler.py
index a1413fe98..b9d11f243 100644
--- a/freqtrade/data/datahandlers/idatahandler.py
+++ b/freqtrade/data/datahandlers/idatahandler.py
@@ -37,7 +37,7 @@ class IDataHandler(ABC):
         :param pair: Pair to load data for
         :param timeframe: Ticker timeframe (e.g. "5m")
         :param timerange: Limit data to be loaded to this timerange
-        :param fill_up_missing: Fill missing values with "No action"-candles
+        :param fill_missing: Fill missing values with "No action"-candles
         :param drop_incomplete: Drop last candle assuming it may be incomplete.
         :param startup_candles: Additional candles to load at the start of the period
         :return: DataFrame with ohlcv data, or empty DataFrame
@@ -75,30 +75,3 @@ class IDataHandler(ABC):
         if timerange.stoptype == 'date' and pairdata[-1][0] < timerange.stopts * 1000:
             logger.warning('Missing data at end for pair %s, data ends at %s',
                            pair, arrow.get(pairdata[-1][0] // 1000).strftime('%Y-%m-%d %H:%M:%S'))
-
-    @staticmethod
-    def trim_tickerlist(tickerlist: List[Dict], timerange: TimeRange) -> List[Dict]:
-        """
-        TODO: investigate if this is needed ... we can probably cover this in a dataframe
-        Trim tickerlist based on given timerange
-        """
-        if not tickerlist:
-            return tickerlist
-
-        start_index = 0
-        stop_index = len(tickerlist)
-
-        if timerange.starttype == 'date':
-            while (start_index < len(tickerlist) and
-                   tickerlist[start_index][0] < timerange.startts * 1000):
-                start_index += 1
-
-        if timerange.stoptype == 'date':
-            while (stop_index > 0 and
-                   tickerlist[stop_index-1][0] > timerange.stopts * 1000):
-                stop_index -= 1
-
-        if start_index > stop_index:
-            raise ValueError(f'The timerange [{timerange.startts},{timerange.stopts}] is incorrect')
-
-        return tickerlist[start_index:stop_index]
diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index 3e64885a7..215aa003a 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -8,6 +8,7 @@ from pandas import DataFrame, read_json, to_datetime
 from freqtrade import misc
 from freqtrade.configuration import TimeRange
 from freqtrade.data.converter import clean_ohlcv_dataframe
+from freqtrade.data.history import trim_dataframe
 
 from .idatahandler import IDataHandler
 
@@ -54,9 +55,15 @@ class JsonDataHandler(IDataHandler):
                     drop_incomplete: bool = True,
                     ) -> DataFrame:
         """
-        Load data for one pair from disk.
+        Internal method used to load data for one pair from disk.
         Implements the loading and conversation to a Pandas dataframe.
-        :return: Dataframe
+        :param pair: Pair to load data for
+        :param timeframe: Ticker timeframe (e.g. "5m")
+        :param timerange: Limit data to be loaded to this timerange
+        :param fill_missing: Fill missing values with "No action"-candles
+        :param drop_incomplete: Drop last candle assuming it may be incomplete.
+        :param startup_candles: Additional candles to load at the start of the period
+        :return: DataFrame with ohlcv data, or empty DataFrame
         """
         filename = self._pair_data_filename(self._datadir, pair, timeframe)
         pairdata = read_json(filename, orient='values')
@@ -67,7 +74,7 @@ class JsonDataHandler(IDataHandler):
                                        infer_datetime_format=True)
 
         if timerange:
-            pairdata = IDataHandler.trim_tickerlist(pairdata, timerange)
+            pairdata = trim_dataframe(pairdata, timerange)
 
         return clean_ohlcv_dataframe(pairdata, timeframe,
                                      pair=pair,
diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 877e4825c..5f646cc7a 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -285,6 +285,7 @@ def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to:
     for timeframe in timeframes:
         for pair in config['pairs']:
             data = src.ohlcv_load(pair=pair, timeframe=timeframe,
+                                  timerange=None,
                                   fill_missing=False,
                                   drop_incomplete=False,
                                   startup_candles=0)

From 873f5dbe6bbe73e6c155dd451d6fa553894276fc Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 15:13:17 +0100
Subject: [PATCH 0102/1106] Revrite validate_pairdata to work with pandas

---
 freqtrade/data/datahandlers/idatahandler.py | 15 +++++++++------
 1 file changed, 9 insertions(+), 6 deletions(-)

diff --git a/freqtrade/data/datahandlers/idatahandler.py b/freqtrade/data/datahandlers/idatahandler.py
index b9d11f243..9508e022e 100644
--- a/freqtrade/data/datahandlers/idatahandler.py
+++ b/freqtrade/data/datahandlers/idatahandler.py
@@ -8,8 +8,7 @@ from abc import ABC, abstractclassmethod, abstractmethod
 from copy import deepcopy
 from pathlib import Path
 from typing import Dict, List, Optional
-
-import arrow
+from datetime import datetime, timezone
 from pandas import DataFrame
 
 from freqtrade.configuration import TimeRange
@@ -70,8 +69,12 @@ class IDataHandler(ABC):
         """
 
         if timerange.starttype == 'date' and pairdata[0][0] > timerange.startts * 1000:
-            logger.warning('Missing data at start for pair %s, data starts at %s',
-                           pair, arrow.get(pairdata[0][0] // 1000).strftime('%Y-%m-%d %H:%M:%S'))
+            start = datetime.fromtimestamp(timerange.startts, tz=timezone.utc)
+            if pairdata.iloc[0]['date'] > start:
+                logger.warning(f"Missing data at start for pair {pair}, "
+                               f"data starts at {pairdata.iloc[0]['date']}")
         if timerange.stoptype == 'date' and pairdata[-1][0] < timerange.stopts * 1000:
-            logger.warning('Missing data at end for pair %s, data ends at %s',
-                           pair, arrow.get(pairdata[-1][0] // 1000).strftime('%Y-%m-%d %H:%M:%S'))
+            stop = datetime.fromtimestamp(timerange.stopts, tz=timezone.utc)
+            if pairdata.iloc[-1]['date'] < stop:
+                logger.warning(f"Missing data at end for pair {pair},"
+                               f"data ends at {pairdata.iloc[-1]['date']}")

From 53ee636fa02880d12ef3c32430e62d1af3f7a92f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 15:24:53 +0100
Subject: [PATCH 0103/1106] Check if file exists before loading

---
 freqtrade/data/datahandlers/jsondatahandler.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index 215aa003a..2893393b1 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -66,6 +66,8 @@ class JsonDataHandler(IDataHandler):
         :return: DataFrame with ohlcv data, or empty DataFrame
         """
         filename = self._pair_data_filename(self._datadir, pair, timeframe)
+        if not filename.is_file():
+            return DataFrame(columns=self._columns)
         pairdata = read_json(filename, orient='values')
         pairdata.columns = self._columns
         pairdata['date'] = to_datetime(pairdata['date'],

From 88fa7fc24cd0688b0d0d58d6fa572e2f0f45b869 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 15:35:59 +0100
Subject: [PATCH 0104/1106] Simplify validate dataframe method

---
 freqtrade/data/datahandlers/idatahandler.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/freqtrade/data/datahandlers/idatahandler.py b/freqtrade/data/datahandlers/idatahandler.py
index 9508e022e..c28d03930 100644
--- a/freqtrade/data/datahandlers/idatahandler.py
+++ b/freqtrade/data/datahandlers/idatahandler.py
@@ -68,13 +68,13 @@ class IDataHandler(ABC):
         :param timerange: Timerange specified for start and end dates
         """
 
-        if timerange.starttype == 'date' and pairdata[0][0] > timerange.startts * 1000:
+        if timerange.starttype == 'date':
             start = datetime.fromtimestamp(timerange.startts, tz=timezone.utc)
             if pairdata.iloc[0]['date'] > start:
                 logger.warning(f"Missing data at start for pair {pair}, "
-                               f"data starts at {pairdata.iloc[0]['date']}")
-        if timerange.stoptype == 'date' and pairdata[-1][0] < timerange.stopts * 1000:
+                               f"data starts at {pairdata.iloc[0]['date']:%Y-%m-%d %H:%M:%S}")
+        if timerange.stoptype == 'date':
             stop = datetime.fromtimestamp(timerange.stopts, tz=timezone.utc)
             if pairdata.iloc[-1]['date'] < stop:
-                logger.warning(f"Missing data at end for pair {pair},"
-                               f"data ends at {pairdata.iloc[-1]['date']}")
+                logger.warning(f"Missing data at end for pair {pair}, "
+                               f"data ends at {pairdata.iloc[-1]['date']:%Y-%m-%d %H:%M:%S}")

From 9d8ea2f13be579e44a03b93c35b307a09f7fc98e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 15:40:42 +0100
Subject: [PATCH 0105/1106] Replace calls to load_tickerdata_file with
 DataHandler calls

---
 freqtrade/data/history.py  | 37 +++++++++++++++----------------------
 tests/data/test_history.py |  9 +++++----
 2 files changed, 20 insertions(+), 26 deletions(-)

diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index 4c5c0521f..f09fe3d6a 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -8,7 +8,6 @@ Includes:
 
 import logging
 import operator
-from copy import deepcopy
 from datetime import datetime, timezone
 from pathlib import Path
 from typing import Any, Dict, List, Optional, Tuple
@@ -18,8 +17,9 @@ from pandas import DataFrame
 
 from freqtrade import OperationalException, misc
 from freqtrade.configuration import TimeRange
-from freqtrade.data.converter import parse_ticker_dataframe, trades_to_ohlcv
-from freqtrade.exchange import Exchange, timeframe_to_minutes, timeframe_to_seconds
+from freqtrade.data.converter import trades_to_ohlcv
+from freqtrade.exchange import Exchange, timeframe_to_minutes
+from .datahandlers import get_datahandlerclass
 
 logger = logging.getLogger(__name__)
 
@@ -126,11 +126,12 @@ def _validate_pairdata(pair, pairdata, timerange: TimeRange):
 
 def load_pair_history(pair: str,
                       timeframe: str,
-                      datadir: Path,
+                      datadir: Path, *,
                       timerange: Optional[TimeRange] = None,
                       fill_up_missing: bool = True,
                       drop_incomplete: bool = True,
                       startup_candles: int = 0,
+                      data_format: str = 'json'
                       ) -> DataFrame:
     """
     Load cached ticker history for the given pair.
@@ -142,26 +143,18 @@ def load_pair_history(pair: str,
     :param fill_up_missing: Fill missing values with "No action"-candles
     :param drop_incomplete: Drop last candle assuming it may be incomplete.
     :param startup_candles: Additional candles to load at the start of the period
+    :param data_format: Format of the data
     :return: DataFrame with ohlcv data, or empty DataFrame
     """
-    timerange_startup = deepcopy(timerange)
-    if startup_candles > 0 and timerange_startup:
-        timerange_startup.subtract_start(timeframe_to_seconds(timeframe) * startup_candles)
-
-    pairdata = load_tickerdata_file(datadir, pair, timeframe, timerange=timerange_startup)
-
-    if pairdata:
-        if timerange_startup:
-            _validate_pairdata(pair, pairdata, timerange_startup)
-        return parse_ticker_dataframe(pairdata, timeframe, pair=pair,
-                                      fill_missing=fill_up_missing,
-                                      drop_incomplete=drop_incomplete)
-    else:
-        logger.warning(
-            f'No history data for pair: "{pair}", timeframe: {timeframe}. '
-            'Use `freqtrade download-data` to download the data'
-        )
-        return DataFrame()
+    HandlerClass = get_datahandlerclass(data_format)
+    loader = HandlerClass(datadir)
+    return loader.ohlcv_load(pair=pair,
+                             timeframe=timeframe,
+                             timerange=timerange,
+                             fill_missing=fill_up_missing,
+                             drop_incomplete=drop_incomplete,
+                             startup_candles=startup_candles,
+                             )
 
 
 def load_data(datadir: Path,
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 7b3143db9..f13e386f8 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -96,8 +96,9 @@ def test_load_data_1min_ticker(ticker_history, mocker, caplog, testdatadir) -> N
 
 
 def test_load_data_startup_candles(mocker, caplog, default_conf, testdatadir) -> None:
-    ltfmock = mocker.patch('freqtrade.data.history.load_tickerdata_file',
-                           MagicMock(return_value=None))
+    ltfmock = mocker.patch(
+        'freqtrade.data.datahandlers.jsondatahandler.JsonDataHandler._ohlcv_load',
+        MagicMock(return_value=DataFrame()))
     timerange = TimeRange('date', None, 1510639620, 0)
     load_pair_history(pair='UNITTEST/BTC', timeframe='1m',
                       datadir=testdatadir, timerange=timerange,
@@ -361,8 +362,8 @@ def test_load_partial_missing(testdatadir, caplog) -> None:
     # timedifference in 5 minutes
     td = ((end - start).total_seconds() // 60 // 5) + 1
     assert td != len(tickerdata['UNITTEST/BTC'])
-    # Shift endtime with +5 - as last candle is dropped (partial candle)
-    end_real = arrow.get(tickerdata['UNITTEST/BTC'].iloc[-1, 0]).shift(minutes=5)
+    # This validation happens now after parsing to pandas.
+    end_real = arrow.get(tickerdata['UNITTEST/BTC'].iloc[-1, 0])
     assert log_has(f'Missing data at end for pair '
                    f'UNITTEST/BTC, data ends at {end_real.strftime("%Y-%m-%d %H:%M:%S")}',
                    caplog)

From 416517b0c901f3438dcdc1af54fe5b32a77e38ba Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 15:47:04 +0100
Subject: [PATCH 0106/1106] Move trim_dataframe from history to converter

---
 freqtrade/data/converter.py                   | 19 ++++++++
 .../data/datahandlers/jsondatahandler.py      |  3 +-
 freqtrade/data/history.py                     | 26 ----------
 freqtrade/optimize/backtesting.py             |  3 +-
 freqtrade/optimize/hyperopt.py                |  3 +-
 freqtrade/plot/plotting.py                    |  3 +-
 tests/data/test_converter.py                  | 47 ++++++++++++++++++-
 tests/data/test_history.py                    | 46 +-----------------
 8 files changed, 73 insertions(+), 77 deletions(-)

diff --git a/freqtrade/data/converter.py b/freqtrade/data/converter.py
index 6b44a6b20..52ce3c593 100644
--- a/freqtrade/data/converter.py
+++ b/freqtrade/data/converter.py
@@ -2,10 +2,12 @@
 Functions to convert data from one format to another
 """
 import logging
+from datetime import datetime, timezone
 
 import pandas as pd
 from pandas import DataFrame, to_datetime
 
+from freqtrade.configuration.timerange import TimeRange
 
 logger = logging.getLogger(__name__)
 
@@ -112,6 +114,23 @@ def ohlcv_fill_up_missing_data(dataframe: DataFrame, timeframe: str, pair: str)
     return df
 
 
+def trim_dataframe(df: DataFrame, timerange: TimeRange, df_date_col: str = 'date') -> DataFrame:
+    """
+    Trim dataframe based on given timerange
+    :param df: Dataframe to trim
+    :param timerange: timerange (use start and end date if available)
+    :param: df_date_col: Column in the dataframe to use as Date column
+    :return: trimmed dataframe
+    """
+    if timerange.starttype == 'date':
+        start = datetime.fromtimestamp(timerange.startts, tz=timezone.utc)
+        df = df.loc[df[df_date_col] >= start, :]
+    if timerange.stoptype == 'date':
+        stop = datetime.fromtimestamp(timerange.stopts, tz=timezone.utc)
+        df = df.loc[df[df_date_col] <= stop, :]
+    return df
+
+
 def order_book_to_dataframe(bids: list, asks: list) -> DataFrame:
     """
     Gets order book list, returns dataframe with below format per suggested by creslin
diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index 2893393b1..c799784d0 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -7,8 +7,7 @@ from pandas import DataFrame, read_json, to_datetime
 
 from freqtrade import misc
 from freqtrade.configuration import TimeRange
-from freqtrade.data.converter import clean_ohlcv_dataframe
-from freqtrade.data.history import trim_dataframe
+from freqtrade.data.converter import clean_ohlcv_dataframe, trim_dataframe
 
 from .idatahandler import IDataHandler
 
diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index f09fe3d6a..cc82217a0 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -50,23 +50,6 @@ def trim_tickerlist(tickerlist: List[Dict], timerange: TimeRange) -> List[Dict]:
     return tickerlist[start_index:stop_index]
 
 
-def trim_dataframe(df: DataFrame, timerange: TimeRange, df_date_col: str = 'date') -> DataFrame:
-    """
-    Trim dataframe based on given timerange
-    :param df: Dataframe to trim
-    :param timerange: timerange (use start and end date if available)
-    :param: df_date_col: Column in the dataframe to use as Date column
-    :return: trimmed dataframe
-    """
-    if timerange.starttype == 'date':
-        start = datetime.fromtimestamp(timerange.startts, tz=timezone.utc)
-        df = df.loc[df[df_date_col] >= start, :]
-    if timerange.stoptype == 'date':
-        stop = datetime.fromtimestamp(timerange.stopts, tz=timezone.utc)
-        df = df.loc[df[df_date_col] <= stop, :]
-    return df
-
-
 def load_tickerdata_file(datadir: Path, pair: str, timeframe: str,
                          timerange: Optional[TimeRange] = None) -> List[Dict]:
     """
@@ -115,15 +98,6 @@ def store_trades_file(datadir: Path, pair: str,
     misc.file_dump_json(filename, data, is_zip=is_zip)
 
 
-def _validate_pairdata(pair, pairdata, timerange: TimeRange):
-    if timerange.starttype == 'date' and pairdata[0][0] > timerange.startts * 1000:
-        logger.warning('Missing data at start for pair %s, data starts at %s',
-                       pair, arrow.get(pairdata[0][0] // 1000).strftime('%Y-%m-%d %H:%M:%S'))
-    if timerange.stoptype == 'date' and pairdata[-1][0] < timerange.stopts * 1000:
-        logger.warning('Missing data at end for pair %s, data ends at %s',
-                       pair, arrow.get(pairdata[-1][0] // 1000).strftime('%Y-%m-%d %H:%M:%S'))
-
-
 def load_pair_history(pair: str,
                       timeframe: str,
                       datadir: Path, *,
diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index a8fe90a06..98ee71a60 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -16,6 +16,7 @@ from freqtrade import OperationalException
 from freqtrade.configuration import (TimeRange, remove_credentials,
                                      validate_config_consistency)
 from freqtrade.data import history
+from freqtrade.data.converter import trim_dataframe
 from freqtrade.data.dataprovider import DataProvider
 from freqtrade.exchange import timeframe_to_minutes, timeframe_to_seconds
 from freqtrade.misc import file_dump_json
@@ -482,7 +483,7 @@ class Backtesting:
 
             # Trim startup period from analyzed dataframe
             for pair, df in preprocessed.items():
-                preprocessed[pair] = history.trim_dataframe(df, timerange)
+                preprocessed[pair] = trim_dataframe(df, timerange)
             min_date, max_date = history.get_timerange(preprocessed)
 
             logger.info(
diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 48f883ac5..d29508b49 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -23,7 +23,8 @@ from joblib import (Parallel, cpu_count, delayed, dump, load,
 from pandas import DataFrame
 
 from freqtrade import OperationalException
-from freqtrade.data.history import get_timerange, trim_dataframe
+from freqtrade.data.history import get_timerange
+from freqtrade.data.converter import trim_dataframe
 from freqtrade.misc import plural, round_dict
 from freqtrade.optimize.backtesting import Backtesting
 # Import IHyperOpt and IHyperOptLoss to allow unpickling classes from these modules
diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index db4637ee5..0ef71ed82 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -5,6 +5,7 @@ from typing import Any, Dict, List
 import pandas as pd
 from freqtrade.configuration import TimeRange
 from freqtrade.data import history
+from freqtrade.data.converter import trim_dataframe
 from freqtrade.data.btanalysis import (combine_tickers_with_mean,
                                        create_cum_profit,
                                        extract_trades_of_period, load_trades)
@@ -47,7 +48,7 @@ def init_plotscript(config):
                          db_url=config.get('db_url'),
                          exportfilename=config.get('exportfilename'),
                          )
-    trades = history.trim_dataframe(trades, timerange, 'open_time')
+    trades = trim_dataframe(trades, timerange, 'open_time')
     return {"tickers": tickers,
             "trades": trades,
             "pairs": pairs,
diff --git a/tests/data/test_converter.py b/tests/data/test_converter.py
index 414551c95..eb8a8e513 100644
--- a/tests/data/test_converter.py
+++ b/tests/data/test_converter.py
@@ -1,8 +1,11 @@
 # pragma pylint: disable=missing-docstring, C0103
 import logging
 
-from freqtrade.data.converter import parse_ticker_dataframe, ohlcv_fill_up_missing_data
-from freqtrade.data.history import load_pair_history, validate_backtest_data, get_timerange
+from freqtrade.configuration.timerange import TimeRange
+from freqtrade.data.converter import (ohlcv_fill_up_missing_data,
+                                      parse_ticker_dataframe, trim_dataframe)
+from freqtrade.data.history import (get_timerange, load_data,
+                                    load_pair_history, validate_backtest_data)
 from tests.conftest import log_has
 
 
@@ -145,3 +148,43 @@ def test_ohlcv_drop_incomplete(caplog):
     assert len(data) == 3
 
     assert log_has("Dropping last candle", caplog)
+
+
+def test_trim_dataframe(testdatadir) -> None:
+    data = load_data(
+        datadir=testdatadir,
+        timeframe='1m',
+        pairs=['UNITTEST/BTC']
+    )['UNITTEST/BTC']
+    min_date = int(data.iloc[0]['date'].timestamp())
+    max_date = int(data.iloc[-1]['date'].timestamp())
+    data_modify = data.copy()
+
+    # Remove first 30 minutes (1800 s)
+    tr = TimeRange('date', None, min_date + 1800, 0)
+    data_modify = trim_dataframe(data_modify, tr)
+    assert not data_modify.equals(data)
+    assert len(data_modify) < len(data)
+    assert len(data_modify) == len(data) - 30
+    assert all(data_modify.iloc[-1] == data.iloc[-1])
+    assert all(data_modify.iloc[0] == data.iloc[30])
+
+    data_modify = data.copy()
+    # Remove last 30 minutes (1800 s)
+    tr = TimeRange(None, 'date', 0, max_date - 1800)
+    data_modify = trim_dataframe(data_modify, tr)
+    assert not data_modify.equals(data)
+    assert len(data_modify) < len(data)
+    assert len(data_modify) == len(data) - 30
+    assert all(data_modify.iloc[0] == data.iloc[0])
+    assert all(data_modify.iloc[-1] == data.iloc[-31])
+
+    data_modify = data.copy()
+    # Remove first 25 and last 30 minutes (1800 s)
+    tr = TimeRange('date', 'date', min_date + 1500, max_date - 1800)
+    data_modify = trim_dataframe(data_modify, tr)
+    assert not data_modify.equals(data)
+    assert len(data_modify) < len(data)
+    assert len(data_modify) == len(data) - 55
+    # first row matches 25th original row
+    assert all(data_modify.iloc[0] == data.iloc[25])
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index f13e386f8..5f7d0f5a2 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -18,10 +18,8 @@ from freqtrade.data.history import (_download_pair_history,
                                     load_tickerdata_file, pair_data_filename,
                                     pair_trades_filename,
                                     refresh_backtest_ohlcv_data,
-                                    refresh_backtest_trades_data,
-                                    refresh_data,
-                                    trim_dataframe, trim_tickerlist,
-                                    validate_backtest_data)
+                                    refresh_backtest_trades_data, refresh_data,
+                                    trim_tickerlist, validate_backtest_data)
 from freqtrade.exchange import timeframe_to_minutes
 from freqtrade.misc import file_dump_json
 from freqtrade.strategy.default_strategy import DefaultStrategy
@@ -444,46 +442,6 @@ def test_trim_tickerlist(testdatadir) -> None:
     assert not ticker
 
 
-def test_trim_dataframe(testdatadir) -> None:
-    data = load_data(
-        datadir=testdatadir,
-        timeframe='1m',
-        pairs=['UNITTEST/BTC']
-    )['UNITTEST/BTC']
-    min_date = int(data.iloc[0]['date'].timestamp())
-    max_date = int(data.iloc[-1]['date'].timestamp())
-    data_modify = data.copy()
-
-    # Remove first 30 minutes (1800 s)
-    tr = TimeRange('date', None, min_date + 1800, 0)
-    data_modify = trim_dataframe(data_modify, tr)
-    assert not data_modify.equals(data)
-    assert len(data_modify) < len(data)
-    assert len(data_modify) == len(data) - 30
-    assert all(data_modify.iloc[-1] == data.iloc[-1])
-    assert all(data_modify.iloc[0] == data.iloc[30])
-
-    data_modify = data.copy()
-    # Remove last 30 minutes (1800 s)
-    tr = TimeRange(None, 'date', 0, max_date - 1800)
-    data_modify = trim_dataframe(data_modify, tr)
-    assert not data_modify.equals(data)
-    assert len(data_modify) < len(data)
-    assert len(data_modify) == len(data) - 30
-    assert all(data_modify.iloc[0] == data.iloc[0])
-    assert all(data_modify.iloc[-1] == data.iloc[-31])
-
-    data_modify = data.copy()
-    # Remove first 25 and last 30 minutes (1800 s)
-    tr = TimeRange('date', 'date', min_date + 1500, max_date - 1800)
-    data_modify = trim_dataframe(data_modify, tr)
-    assert not data_modify.equals(data)
-    assert len(data_modify) < len(data)
-    assert len(data_modify) == len(data) - 55
-    # first row matches 25th original row
-    assert all(data_modify.iloc[0] == data.iloc[25])
-
-
 def test_file_dump_json_tofile(testdatadir) -> None:
     file = testdatadir / 'test_{id}.json'.format(id=str(uuid.uuid4()))
     data = {'bar': 'foo'}

From 5fca17d7e1fc89f30e90156d2fc88f954d9faf82 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 15:55:28 +0100
Subject: [PATCH 0107/1106] Allow initializing handler-class just once

---
 freqtrade/data/history.py | 40 +++++++++++++++++++++++++--------------
 1 file changed, 26 insertions(+), 14 deletions(-)

diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index cc82217a0..7c5cf482d 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -8,7 +8,7 @@ Includes:
 
 import logging
 import operator
-from datetime import datetime, timezone
+from datetime import datetime
 from pathlib import Path
 from typing import Any, Dict, List, Optional, Tuple
 
@@ -18,6 +18,7 @@ from pandas import DataFrame
 from freqtrade import OperationalException, misc
 from freqtrade.configuration import TimeRange
 from freqtrade.data.converter import trades_to_ohlcv
+from freqtrade.data.datahandlers.idatahandler import IDataHandler
 from freqtrade.exchange import Exchange, timeframe_to_minutes
 from .datahandlers import get_datahandlerclass
 
@@ -105,7 +106,8 @@ def load_pair_history(pair: str,
                       fill_up_missing: bool = True,
                       drop_incomplete: bool = True,
                       startup_candles: int = 0,
-                      data_format: str = 'json'
+                      data_format: str = 'json',
+                      data_handler: IDataHandler,
                       ) -> DataFrame:
     """
     Load cached ticker history for the given pair.
@@ -117,18 +119,21 @@ def load_pair_history(pair: str,
     :param fill_up_missing: Fill missing values with "No action"-candles
     :param drop_incomplete: Drop last candle assuming it may be incomplete.
     :param startup_candles: Additional candles to load at the start of the period
-    :param data_format: Format of the data
+    :param data_format: Format of the data. Ignored if data_handler is set.
+    :param data_handler: Initialized data-handler to use.
+                         Will be initialized from data_format if not set
     :return: DataFrame with ohlcv data, or empty DataFrame
     """
-    HandlerClass = get_datahandlerclass(data_format)
-    loader = HandlerClass(datadir)
-    return loader.ohlcv_load(pair=pair,
-                             timeframe=timeframe,
-                             timerange=timerange,
-                             fill_missing=fill_up_missing,
-                             drop_incomplete=drop_incomplete,
-                             startup_candles=startup_candles,
-                             )
+    if not data_handler:
+        HandlerClass = get_datahandlerclass(data_format)
+        data_handler = HandlerClass(datadir)
+    return data_handler.ohlcv_load(pair=pair,
+                                   timeframe=timeframe,
+                                   timerange=timerange,
+                                   fill_missing=fill_up_missing,
+                                   drop_incomplete=drop_incomplete,
+                                   startup_candles=startup_candles,
+                                   )
 
 
 def load_data(datadir: Path,
@@ -137,7 +142,8 @@ def load_data(datadir: Path,
               timerange: Optional[TimeRange] = None,
               fill_up_missing: bool = True,
               startup_candles: int = 0,
-              fail_without_data: bool = False
+              fail_without_data: bool = False,
+              data_format: str = 'json',
               ) -> Dict[str, DataFrame]:
     """
     Load ticker history data for a list of pairs.
@@ -149,17 +155,23 @@ def load_data(datadir: Path,
     :param fill_up_missing: Fill missing values with "No action"-candles
     :param startup_candles: Additional candles to load at the start of the period
     :param fail_without_data: Raise OperationalException if no data is found.
+    :param data_handler: Initialized data-handler to use.
     :return: dict(<pair>:<Dataframe>)
     """
     result: Dict[str, DataFrame] = {}
     if startup_candles > 0 and timerange:
         logger.info(f'Using indicator startup period: {startup_candles} ...')
 
+    HandlerClass = get_datahandlerclass(data_format)
+    data_handler = HandlerClass(datadir)
+
     for pair in pairs:
         hist = load_pair_history(pair=pair, timeframe=timeframe,
                                  datadir=datadir, timerange=timerange,
                                  fill_up_missing=fill_up_missing,
-                                 startup_candles=startup_candles)
+                                 startup_candles=startup_candles,
+                                 data_handler=data_handler
+                                 )
         if not hist.empty:
             result[pair] = hist
 

From 9547d47ae2f58bc416454bb0b5212c79da8845e5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 16:12:20 +0100
Subject: [PATCH 0108/1106] Initialize datahandlers

---
 freqtrade/data/datahandlers/__init__.py | 16 +++++++++++-
 freqtrade/data/history.py               | 34 ++++++++++++++-----------
 2 files changed, 34 insertions(+), 16 deletions(-)

diff --git a/freqtrade/data/datahandlers/__init__.py b/freqtrade/data/datahandlers/__init__.py
index b22b61417..a21dd832d 100644
--- a/freqtrade/data/datahandlers/__init__.py
+++ b/freqtrade/data/datahandlers/__init__.py
@@ -1,5 +1,5 @@
 from typing import Type
-
+from pathlib import Path
 from .idatahandler import IDataHandler
 
 
@@ -20,3 +20,17 @@ def get_datahandlerclass(datatype: str) -> Type[IDataHandler]:
         return JsonGzDataHandler
     else:
         raise ValueError(f"No datahandler for datatype {datatype} available.")
+
+
+def get_datahandler(datadir: Path, data_format: str = None,
+                    data_handler: IDataHandler = None) -> IDataHandler:
+    """
+    :param datadir: Folder to save data
+    :data_format: dataformat to use
+    :data_handler: returns this datahandler if it exists or initializes a new one
+    """
+
+    if not data_handler:
+        HandlerClass = get_datahandlerclass(data_format or 'json')
+        data_handler = HandlerClass(datadir)
+    return data_handler
diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index 7c5cf482d..4f31ebd60 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -18,9 +18,9 @@ from pandas import DataFrame
 from freqtrade import OperationalException, misc
 from freqtrade.configuration import TimeRange
 from freqtrade.data.converter import trades_to_ohlcv
+from freqtrade.data.datahandlers import get_datahandler, get_datahandlerclass
 from freqtrade.data.datahandlers.idatahandler import IDataHandler
 from freqtrade.exchange import Exchange, timeframe_to_minutes
-from .datahandlers import get_datahandlerclass
 
 logger = logging.getLogger(__name__)
 
@@ -106,8 +106,8 @@ def load_pair_history(pair: str,
                       fill_up_missing: bool = True,
                       drop_incomplete: bool = True,
                       startup_candles: int = 0,
-                      data_format: str = 'json',
-                      data_handler: IDataHandler,
+                      data_format: str = None,
+                      data_handler: IDataHandler = None,
                       ) -> DataFrame:
     """
     Load cached ticker history for the given pair.
@@ -115,18 +115,17 @@ def load_pair_history(pair: str,
     :param pair: Pair to load data for
     :param timeframe: Ticker timeframe (e.g. "5m")
     :param datadir: Path to the data storage location.
+    :param data_format: Format of the data. Ignored if data_handler is set.
     :param timerange: Limit data to be loaded to this timerange
     :param fill_up_missing: Fill missing values with "No action"-candles
     :param drop_incomplete: Drop last candle assuming it may be incomplete.
     :param startup_candles: Additional candles to load at the start of the period
-    :param data_format: Format of the data. Ignored if data_handler is set.
     :param data_handler: Initialized data-handler to use.
                          Will be initialized from data_format if not set
     :return: DataFrame with ohlcv data, or empty DataFrame
     """
-    if not data_handler:
-        HandlerClass = get_datahandlerclass(data_format)
-        data_handler = HandlerClass(datadir)
+    data_handler = get_datahandler(datadir, data_format, data_handler)
+
     return data_handler.ohlcv_load(pair=pair,
                                    timeframe=timeframe,
                                    timerange=timerange,
@@ -138,7 +137,7 @@ def load_pair_history(pair: str,
 
 def load_data(datadir: Path,
               timeframe: str,
-              pairs: List[str],
+              pairs: List[str], *,
               timerange: Optional[TimeRange] = None,
               fill_up_missing: bool = True,
               startup_candles: int = 0,
@@ -162,8 +161,7 @@ def load_data(datadir: Path,
     if startup_candles > 0 and timerange:
         logger.info(f'Using indicator startup period: {startup_candles} ...')
 
-    HandlerClass = get_datahandlerclass(data_format)
-    data_handler = HandlerClass(datadir)
+    data_handler = get_datahandler(datadir, data_format)
 
     for pair in pairs:
         hist = load_pair_history(pair=pair, timeframe=timeframe,
@@ -184,6 +182,7 @@ def refresh_data(datadir: Path,
                  timeframe: str,
                  pairs: List[str],
                  exchange: Exchange,
+                 data_format: str = None,
                  timerange: Optional[TimeRange] = None,
                  ) -> None:
     """
@@ -195,10 +194,11 @@ def refresh_data(datadir: Path,
     :param exchange: Exchange object
     :param timerange: Limit data to be loaded to this timerange
     """
+    data_handler = get_datahandler(datadir, data_format)
     for pair in pairs:
         _download_pair_history(pair=pair, timeframe=timeframe,
                                datadir=datadir, timerange=timerange,
-                               exchange=exchange)
+                               exchange=exchange, data_handler=data_handler)
 
 
 def pair_data_filename(datadir: Path, pair: str, timeframe: str) -> Path:
@@ -256,9 +256,10 @@ def _load_cached_data_for_updating(datadir: Path, pair: str, timeframe: str,
 
 def _download_pair_history(datadir: Path,
                            exchange: Exchange,
-                           pair: str,
+                           pair: str, *,
                            timeframe: str = '5m',
-                           timerange: Optional[TimeRange] = None) -> bool:
+                           timerange: Optional[TimeRange] = None,
+                           data_handler: IDataHandler = None) -> bool:
     """
     Download latest candles from the exchange for the pair and timeframe passed in parameters
     The data is downloaded starting from the last correct data that
@@ -272,6 +273,8 @@ def _download_pair_history(datadir: Path,
     :param timerange: range of time to download
     :return: bool with success state
     """
+    data_handler = get_datahandler(datadir)
+
     try:
         logger.info(
             f'Download history data for pair: "{pair}", timeframe: {timeframe} '
@@ -308,13 +311,14 @@ def _download_pair_history(datadir: Path,
 
 def refresh_backtest_ohlcv_data(exchange: Exchange, pairs: List[str], timeframes: List[str],
                                 datadir: Path, timerange: Optional[TimeRange] = None,
-                                erase=False) -> List[str]:
+                                erase=False, data_format: str = None) -> List[str]:
     """
     Refresh stored ohlcv data for backtesting and hyperopt operations.
     Used by freqtrade download-data subcommand.
     :return: List of pairs that are not available.
     """
     pairs_not_available = []
+    data_handler = get_datahandler(datadir, data_format)
     for pair in pairs:
         if pair not in exchange.markets:
             pairs_not_available.append(pair)
@@ -331,7 +335,7 @@ def refresh_backtest_ohlcv_data(exchange: Exchange, pairs: List[str], timeframes
             logger.info(f'Downloading pair {pair}, interval {timeframe}.')
             _download_pair_history(datadir=datadir, exchange=exchange,
                                    pair=pair, timeframe=str(timeframe),
-                                   timerange=timerange)
+                                   timerange=timerange, data_handler=data_handler)
     return pairs_not_available
 
 

From 9876d126ca0add61c853a99a0a8a531445046dae Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 16:34:27 +0100
Subject: [PATCH 0109/1106] Use handler for trades

---
 freqtrade/data/converter.py |  9 ++++-----
 freqtrade/data/history.py   | 38 ++++++++++++++++++-------------------
 tests/data/test_history.py  |  7 ++++---
 3 files changed, 26 insertions(+), 28 deletions(-)

diff --git a/freqtrade/data/converter.py b/freqtrade/data/converter.py
index 52ce3c593..09f7e3278 100644
--- a/freqtrade/data/converter.py
+++ b/freqtrade/data/converter.py
@@ -155,12 +155,12 @@ def order_book_to_dataframe(bids: list, asks: list) -> DataFrame:
     return frame
 
 
-def trades_to_ohlcv(trades: list, timeframe: str) -> list:
+def trades_to_ohlcv(trades: list, timeframe: str) -> DataFrame:
     """
     Converts trades list to ohlcv list
     :param trades: List of trades, as returned by ccxt.fetch_trades.
     :param timeframe: Ticker timeframe to resample data to
-    :return: ohlcv timeframe as list (as returned by ccxt.fetch_ohlcv)
+    :return: ohlcv Dataframe.
     """
     from freqtrade.exchange import timeframe_to_minutes
     ticker_minutes = timeframe_to_minutes(timeframe)
@@ -170,8 +170,7 @@ def trades_to_ohlcv(trades: list, timeframe: str) -> list:
 
     df_new = df['price'].resample(f'{ticker_minutes}min').ohlc()
     df_new['volume'] = df['amount'].resample(f'{ticker_minutes}min').sum()
-    df_new['date'] = df_new.index.astype("int64") // 10 ** 6
+    df_new['date'] = df_new.index
     # Drop 0 volume rows
     df_new = df_new.dropna()
-    columns = ["date", "open", "high", "low", "close", "volume"]
-    return list(zip(*[df_new[x].values.tolist() for x in columns]))
+    return df_new[['date', 'open', 'high', 'low', 'close', 'volume']]
diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index 4f31ebd60..1970f05d5 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -18,7 +18,7 @@ from pandas import DataFrame
 from freqtrade import OperationalException, misc
 from freqtrade.configuration import TimeRange
 from freqtrade.data.converter import trades_to_ohlcv
-from freqtrade.data.datahandlers import get_datahandler, get_datahandlerclass
+from freqtrade.data.datahandlers import get_datahandler
 from freqtrade.data.datahandlers.idatahandler import IDataHandler
 from freqtrade.exchange import Exchange, timeframe_to_minutes
 
@@ -90,15 +90,6 @@ def load_trades_file(datadir: Path, pair: str,
     return tradesdata
 
 
-def store_trades_file(datadir: Path, pair: str,
-                      data: list, is_zip: bool = True):
-    """
-    Stores tickerdata to file
-    """
-    filename = pair_trades_filename(datadir, pair)
-    misc.file_dump_json(filename, data, is_zip=is_zip)
-
-
 def load_pair_history(pair: str,
                       timeframe: str,
                       datadir: Path, *,
@@ -339,10 +330,11 @@ def refresh_backtest_ohlcv_data(exchange: Exchange, pairs: List[str], timeframes
     return pairs_not_available
 
 
-def _download_trades_history(datadir: Path,
-                             exchange: Exchange,
-                             pair: str,
-                             timerange: Optional[TimeRange] = None) -> bool:
+def _download_trades_history(exchange: Exchange,
+                             pair: str, *,
+                             timerange: Optional[TimeRange] = None,
+                             data_handler: IDataHandler
+                             ) -> bool:
     """
     Download trade history from the exchange.
     Appends to previously downloaded trades data.
@@ -351,7 +343,7 @@ def _download_trades_history(datadir: Path,
 
         since = timerange.startts * 1000 if timerange and timerange.starttype == 'date' else None
 
-        trades = load_trades_file(datadir, pair)
+        trades = data_handler.trades_load(pair)
 
         from_id = trades[-1]['id'] if trades else None
 
@@ -366,7 +358,7 @@ def _download_trades_history(datadir: Path,
                                                   from_id=from_id,
                                                   )
         trades.extend(new_trades[1])
-        store_trades_file(datadir, pair, trades)
+        data_handler.trades_store(pair, data=trades)
 
         logger.debug("New Start: %s", trades[0]['datetime'])
         logger.debug("New End: %s", trades[-1]['datetime'])
@@ -382,13 +374,15 @@ def _download_trades_history(datadir: Path,
 
 
 def refresh_backtest_trades_data(exchange: Exchange, pairs: List[str], datadir: Path,
-                                 timerange: TimeRange, erase=False) -> List[str]:
+                                 timerange: TimeRange, erase=False,
+                                 data_format: str = 'jsongz') -> List[str]:
     """
     Refresh stored trades data for backtesting and hyperopt operations.
     Used by freqtrade download-data subcommand.
     :return: List of pairs that are not available.
     """
     pairs_not_available = []
+    data_handler = get_datahandler(datadir, data_format=data_format)
     for pair in pairs:
         if pair not in exchange.markets:
             pairs_not_available.append(pair)
@@ -404,7 +398,8 @@ def refresh_backtest_trades_data(exchange: Exchange, pairs: List[str], datadir:
         logger.info(f'Downloading trades for pair {pair}.')
         _download_trades_history(datadir=datadir, exchange=exchange,
                                  pair=pair,
-                                 timerange=timerange)
+                                 timerange=timerange,
+                                 data_handler=data_handler)
     return pairs_not_available
 
 
@@ -413,8 +408,11 @@ def convert_trades_to_ohlcv(pairs: List[str], timeframes: List[str],
     """
     Convert stored trades data to ohlcv data
     """
+    data_handler_trades = get_datahandler(datadir, data_format='jsongz')
+    data_handler_ohlcv = get_datahandler(datadir, data_format='json')
+
     for pair in pairs:
-        trades = load_trades_file(datadir, pair)
+        trades = data_handler_trades.trades_load(pair)
         for timeframe in timeframes:
             ohlcv_file = pair_data_filename(datadir, pair, timeframe)
             if erase and ohlcv_file.exists():
@@ -422,7 +420,7 @@ def convert_trades_to_ohlcv(pairs: List[str], timeframes: List[str],
                 ohlcv_file.unlink()
             ohlcv = trades_to_ohlcv(trades, timeframe)
             # Store ohlcv
-            store_tickerdata_file(datadir, pair, timeframe, data=ohlcv)
+            data_handler_ohlcv.ohlcv_store(pair, timeframe, data=ohlcv)
 
 
 def get_timerange(data: Dict[str, DataFrame]) -> Tuple[arrow.Arrow, arrow.Arrow]:
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 5f7d0f5a2..77cb6a565 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -10,6 +10,7 @@ import arrow
 from pandas import DataFrame
 
 from freqtrade.configuration import TimeRange
+from freqtrade.data.datahandlers import get_datahandler
 from freqtrade.data.history import (_download_pair_history,
                                     _download_trades_history,
                                     _load_cached_data_for_updating,
@@ -597,12 +598,12 @@ def test_download_trades_history(trades_history, mocker, default_conf, testdatad
                  ght_mock)
     exchange = get_patched_exchange(mocker, default_conf)
     file1 = testdatadir / 'ETH_BTC-trades.json.gz'
-
+    data_handler = get_datahandler(testdatadir, data_format='jsongz')
     _backup_file(file1)
 
     assert not file1.is_file()
 
-    assert _download_trades_history(datadir=testdatadir, exchange=exchange,
+    assert _download_trades_history(data_handler=data_handler, exchange=exchange,
                                     pair='ETH/BTC')
     assert log_has("New Amount of trades: 5", caplog)
     assert file1.is_file()
@@ -613,7 +614,7 @@ def test_download_trades_history(trades_history, mocker, default_conf, testdatad
     mocker.patch('freqtrade.exchange.Exchange.get_historic_trades',
                  MagicMock(side_effect=ValueError))
 
-    assert not _download_trades_history(datadir=testdatadir, exchange=exchange,
+    assert not _download_trades_history(data_handler=data_handler, exchange=exchange,
                                         pair='ETH/BTC')
     assert log_has_re('Failed to download historic trades for pair: "ETH/BTC".*', caplog)
 

From b7c1d5549179ecd39f4e2c5b269b90df1e6a1be9 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 16:41:52 +0100
Subject: [PATCH 0110/1106] Modify tests to point to datahandlers

---
 freqtrade/data/history.py  | 20 --------------------
 tests/data/test_history.py | 20 ++++++++++++++------
 2 files changed, 14 insertions(+), 26 deletions(-)

diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index 1970f05d5..c83e91bac 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -76,20 +76,6 @@ def store_tickerdata_file(datadir: Path, pair: str,
     misc.file_dump_json(filename, data, is_zip=is_zip)
 
 
-def load_trades_file(datadir: Path, pair: str,
-                     timerange: Optional[TimeRange] = None) -> List[Dict]:
-    """
-    Load a pair from file, either .json.gz or .json
-    :return: tradelist or empty list if unsuccesful
-    """
-    filename = pair_trades_filename(datadir, pair)
-    tradesdata = misc.file_load_json(filename)
-    if not tradesdata:
-        return []
-
-    return tradesdata
-
-
 def load_pair_history(pair: str,
                       timeframe: str,
                       datadir: Path, *,
@@ -198,12 +184,6 @@ def pair_data_filename(datadir: Path, pair: str, timeframe: str) -> Path:
     return filename
 
 
-def pair_trades_filename(datadir: Path, pair: str) -> Path:
-    pair_s = pair.replace("/", "_")
-    filename = datadir.joinpath(f'{pair_s}-trades.json.gz')
-    return filename
-
-
 def _load_cached_data_for_updating(datadir: Path, pair: str, timeframe: str,
                                    timerange: Optional[TimeRange]) -> Tuple[List[Any],
                                                                             Optional[int]]:
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 77cb6a565..fef7a3149 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -11,13 +11,14 @@ from pandas import DataFrame
 
 from freqtrade.configuration import TimeRange
 from freqtrade.data.datahandlers import get_datahandler
+from freqtrade.data.datahandlers.jsondatahandler import (JsonDataHandler,
+                                                         JsonGzDataHandler)
 from freqtrade.data.history import (_download_pair_history,
                                     _download_trades_history,
                                     _load_cached_data_for_updating,
                                     convert_trades_to_ohlcv, get_timerange,
                                     load_data, load_pair_history,
-                                    load_tickerdata_file, pair_data_filename,
-                                    pair_trades_filename,
+                                    load_tickerdata_file,
                                     refresh_backtest_ohlcv_data,
                                     refresh_backtest_trades_data, refresh_data,
                                     trim_tickerlist, validate_backtest_data)
@@ -143,14 +144,21 @@ def test_testdata_path(testdatadir) -> None:
     assert str(Path('tests') / 'testdata') in str(testdatadir)
 
 
-def test_pair_data_filename():
-    fn = pair_data_filename(Path('freqtrade/hello/world'), 'ETH/BTC', '5m')
+def test_json_pair_data_filename():
+    fn = JsonDataHandler._pair_data_filename(Path('freqtrade/hello/world'), 'ETH/BTC', '5m')
     assert isinstance(fn, Path)
     assert fn == Path('freqtrade/hello/world/ETH_BTC-5m.json')
+    fn = JsonGzDataHandler._pair_data_filename(Path('freqtrade/hello/world'), 'ETH/BTC', '5m')
+    assert isinstance(fn, Path)
+    assert fn == Path('freqtrade/hello/world/ETH_BTC-5m.json.gz')
 
 
-def test_pair_trades_filename():
-    fn = pair_trades_filename(Path('freqtrade/hello/world'), 'ETH/BTC')
+def test_json_pair_trades_filename():
+    fn = JsonDataHandler._pair_trades_filename(Path('freqtrade/hello/world'), 'ETH/BTC')
+    assert isinstance(fn, Path)
+    assert fn == Path('freqtrade/hello/world/ETH_BTC-trades.json')
+
+    fn = JsonGzDataHandler._pair_trades_filename(Path('freqtrade/hello/world'), 'ETH/BTC')
     assert isinstance(fn, Path)
     assert fn == Path('freqtrade/hello/world/ETH_BTC-trades.json.gz')
 

From 552c93abf08239108b5b64baec0d37618152a3a1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Dec 2019 19:53:52 +0100
Subject: [PATCH 0111/1106] Improve some docstrings

---
 .../data/datahandlers/jsondatahandler.py      | 24 ++++++++++++++-----
 1 file changed, 18 insertions(+), 6 deletions(-)

diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index c799784d0..0b6327017 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -20,7 +20,11 @@ class JsonDataHandler(IDataHandler):
     @classmethod
     def ohlcv_get_pairs(cls, datadir: Path, timeframe: str) -> List[str]:
         """
-        Returns a list of all pairs available in this datadir
+        Returns a list of all pairs with ohlcv data available in this datadir
+        for the specified timeframe
+        :param datadir: Directory to search for ohlcv files
+        :param timeframe: Timeframe to search pairs for
+        :return: List of Pairs
         """
 
         _tmp = [re.search(r'^(\S+)(?=\-' + timeframe + '.json)', p.name)
@@ -56,7 +60,7 @@ class JsonDataHandler(IDataHandler):
         """
         Internal method used to load data for one pair from disk.
         Implements the loading and conversation to a Pandas dataframe.
-        :param pair: Pair to load data for
+        :param pair: Pair to load data
         :param timeframe: Ticker timeframe (e.g. "5m")
         :param timerange: Limit data to be loaded to this timerange
         :param fill_missing: Fill missing values with "No action"-candles
@@ -95,16 +99,20 @@ class JsonDataHandler(IDataHandler):
     @classmethod
     def trades_get_pairs(cls, datadir: Path) -> List[str]:
         """
-        Returns a list of all pairs available in this datadir
+        Returns a list of all pairs for which trade data is available in this
+        :param datadir: Directory to search for ohlcv files
+        :return: List of Pairs
         """
         _tmp = [re.search(r'^(\S+)(?=\-trades.json)', p.name)
                 for p in datadir.glob(f"*trades.{cls._get_file_extension()}")]
         # Check if regex found something and only return these results to avoid exceptions.
         return [match[0].replace('_', '/') for match in _tmp if match]
 
-    def trades_store(self, pair: str, data: List[Dict]):
+    def trades_store(self, pair: str, data: List[Dict]) -> None:
         """
-        Store data
+        Store trades data (list of Dicts) to file
+        :param pair: Pair - used for filename
+        :param data: List of Dicts containing trade data
         """
         filename = self._pair_trades_filename(self._datadir, pair)
         misc.file_dump_json(filename, data, is_zip=self._use_zip)
@@ -112,13 +120,17 @@ class JsonDataHandler(IDataHandler):
     def trades_append(self, pair: str, data: DataFrame):
         """
         Append data to existing files
+        :param pair: Pair - used for filename
+        :param data: List of Dicts containing trade data
         """
         raise NotImplementedError()
 
     def trades_load(self, pair: str, timerange: Optional[TimeRange] = None) -> List[Dict]:
         """
         Load a pair from file, either .json.gz or .json
-        # TODO: validate timerange ...
+        # TODO: respect timerange ...
+        :param pair: Load trades for this pair
+        :param timerange: Timerange to load trades for - currently not implemented
         :return: List of trades
         """
         filename = self._pair_trades_filename(self._datadir, pair)

From e861f05b75fd333d21ab63b57cbd189e405ff27f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 26 Dec 2019 09:51:03 +0100
Subject: [PATCH 0112/1106] Move dataframe trim to within jsondatahandler

---
 freqtrade/data/datahandlers/idatahandler.py   |  6 +-----
 .../data/datahandlers/jsondatahandler.py      | 19 ++++++++++++++++++-
 freqtrade/data/history.py                     |  8 +++-----
 tests/data/test_history.py                    |  5 +++--
 4 files changed, 25 insertions(+), 13 deletions(-)

diff --git a/freqtrade/data/datahandlers/idatahandler.py b/freqtrade/data/datahandlers/idatahandler.py
index c28d03930..8e61829b6 100644
--- a/freqtrade/data/datahandlers/idatahandler.py
+++ b/freqtrade/data/datahandlers/idatahandler.py
@@ -55,11 +55,7 @@ class IDataHandler(ABC):
                 f'No history data for pair: "{pair}", timeframe: {timeframe}. '
                 'Use `freqtrade download-data` to download the data'
             )
-            return pairdf
-        else:
-            if timerange_startup:
-                self._validate_pairdata(pair, pairdf, timerange_startup)
-            return pairdf
+        return pairdf
 
     def _validate_pairdata(self, pair, pairdata: DataFrame, timerange: TimeRange):
         """
diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index 0b6327017..42fbaf51b 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -78,13 +78,18 @@ class JsonDataHandler(IDataHandler):
                                        utc=True,
                                        infer_datetime_format=True)
 
+        enddate = pairdata.iloc[-1]['date']
+
         if timerange:
+            self._validate_pairdata(pair, pairdata, timerange)
             pairdata = trim_dataframe(pairdata, timerange)
 
+        # incomplete candles should only be dropped if we didn't trim the end beforehand.
         return clean_ohlcv_dataframe(pairdata, timeframe,
                                      pair=pair,
                                      fill_missing=fill_missing,
-                                     drop_incomplete=drop_incomplete)
+                                     drop_incomplete=(drop_incomplete and
+                                                      enddate == pairdata.iloc[-1]['date']))
 
     def ohlcv_append(self, pair: str, timeframe: str, data: DataFrame) -> None:
         """
@@ -140,6 +145,18 @@ class JsonDataHandler(IDataHandler):
 
         return tradesdata
 
+    def trades_purge(self, pair: str) -> bool:
+        """
+        Remove data for this pair
+        :param pair: Delete data for this pair.
+        :return: True when deleted, false if file did not exist.
+        """
+        filename = self._pair_trades_filename(self._datadir, pair)
+        if filename.is_file():
+            filename.unlink()
+            return True
+        return False
+
     @classmethod
     def _pair_data_filename(cls, datadir: Path, pair: str, timeframe: str) -> Path:
         pair_s = pair.replace("/", "_")
diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index c83e91bac..e71d9f36c 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -369,11 +369,9 @@ def refresh_backtest_trades_data(exchange: Exchange, pairs: List[str], datadir:
             logger.info(f"Skipping pair {pair}...")
             continue
 
-        dl_file = pair_trades_filename(datadir, pair)
-        if erase and dl_file.exists():
-            logger.info(
-                f'Deleting existing data for pair {pair}.')
-            dl_file.unlink()
+        if erase:
+            if data_handler.trades_purge(pair):
+                logger.info(f'Deleting existing data for pair {pair}.')
 
         logger.info(f'Downloading trades for pair {pair}.')
         _download_trades_history(datadir=datadir, exchange=exchange,
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index fef7a3149..973c83a46 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -369,8 +369,9 @@ def test_load_partial_missing(testdatadir, caplog) -> None:
     # timedifference in 5 minutes
     td = ((end - start).total_seconds() // 60 // 5) + 1
     assert td != len(tickerdata['UNITTEST/BTC'])
-    # This validation happens now after parsing to pandas.
-    end_real = arrow.get(tickerdata['UNITTEST/BTC'].iloc[-1, 0])
+
+    # Shift endtime with +5 - as last candle is dropped (partial candle)
+    end_real = arrow.get(tickerdata['UNITTEST/BTC'].iloc[-1, 0]).shift(minutes=5)
     assert log_has(f'Missing data at end for pair '
                    f'UNITTEST/BTC, data ends at {end_real.strftime("%Y-%m-%d %H:%M:%S")}',
                    caplog)

From 37c5b689877958fbf80478e792e50b77d0183148 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 26 Dec 2019 09:56:42 +0100
Subject: [PATCH 0113/1106] Move dataframe validation to abstract class

---
 freqtrade/data/datahandlers/idatahandler.py   | 20 ++++++++++++----
 .../data/datahandlers/jsondatahandler.py      | 23 +++----------------
 2 files changed, 19 insertions(+), 24 deletions(-)

diff --git a/freqtrade/data/datahandlers/idatahandler.py b/freqtrade/data/datahandlers/idatahandler.py
index 8e61829b6..ebf399358 100644
--- a/freqtrade/data/datahandlers/idatahandler.py
+++ b/freqtrade/data/datahandlers/idatahandler.py
@@ -10,6 +10,7 @@ from pathlib import Path
 from typing import Dict, List, Optional
 from datetime import datetime, timezone
 from pandas import DataFrame
+from freqtrade.data.converter import clean_ohlcv_dataframe, trim_dataframe
 
 from freqtrade.configuration import TimeRange
 from freqtrade.exchange import timeframe_to_seconds
@@ -47,15 +48,26 @@ class IDataHandler(ABC):
             timerange_startup.subtract_start(timeframe_to_seconds(timeframe) * startup_candles)
 
         pairdf = self._ohlcv_load(pair, timeframe,
-                                  timerange=timerange_startup,
-                                  fill_missing=fill_missing,
-                                  drop_incomplete=drop_incomplete)
+                                  timerange=timerange_startup)
         if pairdf.empty:
             logger.warning(
                 f'No history data for pair: "{pair}", timeframe: {timeframe}. '
                 'Use `freqtrade download-data` to download the data'
             )
-        return pairdf
+            return pairdf
+        else:
+            enddate = pairdf.iloc[-1]['date']
+
+            if timerange_startup:
+                self._validate_pairdata(pair, pairdf, timerange_startup)
+                pairdf = trim_dataframe(pairdf, timerange_startup)
+
+            # incomplete candles should only be dropped if we didn't trim the end beforehand.
+            return clean_ohlcv_dataframe(pairdf, timeframe,
+                                         pair=pair,
+                                         fill_missing=fill_missing,
+                                         drop_incomplete=(drop_incomplete and
+                                                          enddate == pairdf.iloc[-1]['date']))
 
     def _validate_pairdata(self, pair, pairdata: DataFrame, timerange: TimeRange):
         """
diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index 42fbaf51b..7d780a48d 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -7,7 +7,6 @@ from pandas import DataFrame, read_json, to_datetime
 
 from freqtrade import misc
 from freqtrade.configuration import TimeRange
-from freqtrade.data.converter import clean_ohlcv_dataframe, trim_dataframe
 
 from .idatahandler import IDataHandler
 
@@ -54,18 +53,14 @@ class JsonDataHandler(IDataHandler):
 
     def _ohlcv_load(self, pair: str, timeframe: str,
                     timerange: Optional[TimeRange] = None,
-                    fill_missing: bool = True,
-                    drop_incomplete: bool = True,
                     ) -> DataFrame:
         """
         Internal method used to load data for one pair from disk.
         Implements the loading and conversation to a Pandas dataframe.
+        Timerange trimming and dataframe validation happens outside of this method.
         :param pair: Pair to load data
         :param timeframe: Ticker timeframe (e.g. "5m")
-        :param timerange: Limit data to be loaded to this timerange
-        :param fill_missing: Fill missing values with "No action"-candles
-        :param drop_incomplete: Drop last candle assuming it may be incomplete.
-        :param startup_candles: Additional candles to load at the start of the period
+        :param timerange: Limit data to be loaded to this timerange.
         :return: DataFrame with ohlcv data, or empty DataFrame
         """
         filename = self._pair_data_filename(self._datadir, pair, timeframe)
@@ -77,19 +72,7 @@ class JsonDataHandler(IDataHandler):
                                        unit='ms',
                                        utc=True,
                                        infer_datetime_format=True)
-
-        enddate = pairdata.iloc[-1]['date']
-
-        if timerange:
-            self._validate_pairdata(pair, pairdata, timerange)
-            pairdata = trim_dataframe(pairdata, timerange)
-
-        # incomplete candles should only be dropped if we didn't trim the end beforehand.
-        return clean_ohlcv_dataframe(pairdata, timeframe,
-                                     pair=pair,
-                                     fill_missing=fill_missing,
-                                     drop_incomplete=(drop_incomplete and
-                                                      enddate == pairdata.iloc[-1]['date']))
+        return pairdata
 
     def ohlcv_append(self, pair: str, timeframe: str, data: DataFrame) -> None:
         """

From 91c70a0e9c3d4299973fca60a3a922bf6f275307 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 26 Dec 2019 10:22:38 +0100
Subject: [PATCH 0114/1106] Change to use ohlcv_purge

---
 freqtrade/data/datahandlers/jsondatahandler.py | 13 +++++++++++++
 freqtrade/data/history.py                      |  9 ++++-----
 2 files changed, 17 insertions(+), 5 deletions(-)

diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index 7d780a48d..e76fee2b9 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -74,6 +74,19 @@ class JsonDataHandler(IDataHandler):
                                        infer_datetime_format=True)
         return pairdata
 
+    def ohlcv_purge(self, pair: str, timeframe: str) -> bool:
+        """
+        Remove data for this pair
+        :param pair: Delete data for this pair.
+        :param timeframe: Ticker timeframe (e.g. "5m")
+        :return: True when deleted, false if file did not exist.
+        """
+        filename = self._pair_data_filename(self._datadir, pair, timeframe)
+        if filename.is_file():
+            filename.unlink()
+            return True
+        return False
+
     def ohlcv_append(self, pair: str, timeframe: str, data: DataFrame) -> None:
         """
         Append data to existing data structures
diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index e71d9f36c..9347e7ee5 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -374,7 +374,7 @@ def refresh_backtest_trades_data(exchange: Exchange, pairs: List[str], datadir:
                 logger.info(f'Deleting existing data for pair {pair}.')
 
         logger.info(f'Downloading trades for pair {pair}.')
-        _download_trades_history(datadir=datadir, exchange=exchange,
+        _download_trades_history(exchange=exchange,
                                  pair=pair,
                                  timerange=timerange,
                                  data_handler=data_handler)
@@ -392,10 +392,9 @@ def convert_trades_to_ohlcv(pairs: List[str], timeframes: List[str],
     for pair in pairs:
         trades = data_handler_trades.trades_load(pair)
         for timeframe in timeframes:
-            ohlcv_file = pair_data_filename(datadir, pair, timeframe)
-            if erase and ohlcv_file.exists():
-                logger.info(f'Deleting existing data for pair {pair}, interval {timeframe}.')
-                ohlcv_file.unlink()
+            if erase:
+                if data_handler_ohlcv.ohlcv_purge(pair, timeframe):
+                    logger.info(f'Deleting existing data for pair {pair}, interval {timeframe}.')
             ohlcv = trades_to_ohlcv(trades, timeframe)
             # Store ohlcv
             data_handler_ohlcv.ohlcv_store(pair, timeframe, data=ohlcv)

From dbe8f727cb1e58b3c5139e18e5df05cfe397d760 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 26 Dec 2019 10:26:19 +0100
Subject: [PATCH 0115/1106] Fix typehint

---
 freqtrade/strategy/interface.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index 4f2e990d2..74097286a 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -434,7 +434,7 @@ class IStrategy(ABC):
         else:
             return current_profit > roi
 
-    def tickerdata_to_dataframe(self, tickerdata: Dict[str, List]) -> Dict[str, DataFrame]:
+    def tickerdata_to_dataframe(self, tickerdata: Dict[str, DataFrame]) -> Dict[str, DataFrame]:
         """
         Creates a dataframe and populates indicators for given ticker data
         Used by optimize operations only, not during dry / live runs.

From b83487a70d32d71b3fea8998f619bfd984383887 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 26 Dec 2019 19:52:08 +0100
Subject: [PATCH 0116/1106] Extract default dataframe columns to constant

---
 freqtrade/constants.py                         | 1 +
 freqtrade/data/converter.py                    | 5 +++--
 freqtrade/data/datahandlers/jsondatahandler.py | 3 ++-
 3 files changed, 6 insertions(+), 3 deletions(-)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 9c7e3db63..8d9cde98b 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -21,6 +21,7 @@ AVAILABLE_PAIRLISTS = ['StaticPairList', 'VolumePairList', 'PrecisionFilter', 'P
 AVAILABLE_DATAHANDLERS = ['json', 'jsongz']
 DRY_RUN_WALLET = 1000
 MATH_CLOSE_PREC = 1e-14  # Precision used for float comparisons
+DEFAULT_DATAFRAME_COLUMNS = ['date', 'open', 'high', 'low', 'close', 'volume']
 
 USERPATH_HYPEROPTS = 'hyperopts'
 USERPATH_STRATEGY = 'strategies'
diff --git a/freqtrade/data/converter.py b/freqtrade/data/converter.py
index 09f7e3278..41a843e36 100644
--- a/freqtrade/data/converter.py
+++ b/freqtrade/data/converter.py
@@ -8,6 +8,7 @@ import pandas as pd
 from pandas import DataFrame, to_datetime
 
 from freqtrade.configuration.timerange import TimeRange
+from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS
 
 logger = logging.getLogger(__name__)
 
@@ -26,7 +27,7 @@ def parse_ticker_dataframe(ticker: list, timeframe: str, pair: str, *,
     :return: DataFrame
     """
     logger.debug("Parsing tickerlist to dataframe")
-    cols = ['date', 'open', 'high', 'low', 'close', 'volume']
+    cols = DEFAULT_DATAFRAME_COLUMNS
     frame = DataFrame(ticker, columns=cols)
 
     frame['date'] = to_datetime(frame['date'],
@@ -173,4 +174,4 @@ def trades_to_ohlcv(trades: list, timeframe: str) -> DataFrame:
     df_new['date'] = df_new.index
     # Drop 0 volume rows
     df_new = df_new.dropna()
-    return df_new[['date', 'open', 'high', 'low', 'close', 'volume']]
+    return df_new[DEFAULT_DATAFRAME_COLUMNS]
diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index e76fee2b9..1a26671b9 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -7,6 +7,7 @@ from pandas import DataFrame, read_json, to_datetime
 
 from freqtrade import misc
 from freqtrade.configuration import TimeRange
+from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS
 
 from .idatahandler import IDataHandler
 
@@ -14,7 +15,7 @@ from .idatahandler import IDataHandler
 class JsonDataHandler(IDataHandler):
 
     _use_zip = False
-    _columns = ['date', 'open', 'high', 'low', 'close', 'volume']
+    _columns = DEFAULT_DATAFRAME_COLUMNS
 
     @classmethod
     def ohlcv_get_pairs(cls, datadir: Path, timeframe: str) -> List[str]:

From ec8fb5f30894ef55fc388e7c6767e17d3c24d57b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 06:58:29 +0100
Subject: [PATCH 0117/1106] Make no-data warning optional

---
 freqtrade/data/datahandlers/idatahandler.py | 11 +++++++----
 1 file changed, 7 insertions(+), 4 deletions(-)

diff --git a/freqtrade/data/datahandlers/idatahandler.py b/freqtrade/data/datahandlers/idatahandler.py
index ebf399358..b80b8cfcc 100644
--- a/freqtrade/data/datahandlers/idatahandler.py
+++ b/freqtrade/data/datahandlers/idatahandler.py
@@ -30,6 +30,7 @@ class IDataHandler(ABC):
                    fill_missing: bool = True,
                    drop_incomplete: bool = True,
                    startup_candles: int = 0,
+                   warn_no_data: bool = True
                    ) -> DataFrame:
         """
         Load cached ticker history for the given pair.
@@ -40,6 +41,7 @@ class IDataHandler(ABC):
         :param fill_missing: Fill missing values with "No action"-candles
         :param drop_incomplete: Drop last candle assuming it may be incomplete.
         :param startup_candles: Additional candles to load at the start of the period
+        :param warn_no_data: Log a warning message when no data is found
         :return: DataFrame with ohlcv data, or empty DataFrame
         """
         # Fix startup period
@@ -50,10 +52,11 @@ class IDataHandler(ABC):
         pairdf = self._ohlcv_load(pair, timeframe,
                                   timerange=timerange_startup)
         if pairdf.empty:
-            logger.warning(
-                f'No history data for pair: "{pair}", timeframe: {timeframe}. '
-                'Use `freqtrade download-data` to download the data'
-            )
+            if warn_no_data:
+                logger.warning(
+                    f'No history data for pair: "{pair}", timeframe: {timeframe}. '
+                    'Use `freqtrade download-data` to download the data'
+                )
             return pairdf
         else:
             enddate = pairdf.iloc[-1]['date']

From c648d973c18015270d9196c3d9abc73eed09b13b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 06:58:50 +0100
Subject: [PATCH 0118/1106] Implement new "load_data_for_updating" method based
 on dataframes

---
 freqtrade/data/history.py | 58 +++++++++++++++++++++++++++++++--------
 1 file changed, 46 insertions(+), 12 deletions(-)

diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index 9347e7ee5..80a846e87 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -8,7 +8,7 @@ Includes:
 
 import logging
 import operator
-from datetime import datetime
+from datetime import datetime, timezone
 from pathlib import Path
 from typing import Any, Dict, List, Optional, Tuple
 
@@ -17,7 +17,8 @@ from pandas import DataFrame
 
 from freqtrade import OperationalException, misc
 from freqtrade.configuration import TimeRange
-from freqtrade.data.converter import trades_to_ohlcv
+from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS
+from freqtrade.data.converter import parse_ticker_dataframe, trades_to_ohlcv
 from freqtrade.data.datahandlers import get_datahandler
 from freqtrade.data.datahandlers.idatahandler import IDataHandler
 from freqtrade.exchange import Exchange, timeframe_to_minutes
@@ -184,9 +185,9 @@ def pair_data_filename(datadir: Path, pair: str, timeframe: str) -> Path:
     return filename
 
 
-def _load_cached_data_for_updating(datadir: Path, pair: str, timeframe: str,
-                                   timerange: Optional[TimeRange]) -> Tuple[List[Any],
-                                                                            Optional[int]]:
+def _load_cached_data_for_updating_old(datadir: Path, pair: str, timeframe: str,
+                                       timerange: Optional[TimeRange]) -> Tuple[List[Any],
+                                                                                Optional[int]]:
     """
     Load cached data to download more data.
     If timerange is passed in, checks whether data from an before the stored data will be
@@ -225,6 +226,27 @@ def _load_cached_data_for_updating(datadir: Path, pair: str, timeframe: str,
     return (data, since_ms)
 
 
+def _load_cached_data_for_updating(pair: str, timeframe: str, timerange: Optional[TimeRange],
+                                   data_handler: IDataHandler) -> Tuple[DataFrame, Optional[int]]:
+    start = None
+    if timerange:
+        if timerange.starttype == 'date':
+            # TODO: convert to date for conversation
+            start = datetime.fromtimestamp(timerange.startts, tz=timezone.utc)
+
+    # Intentionally don't pass timerange in - since we need to load the full dataset.
+    data = data_handler.ohlcv_load(pair, timeframe=timeframe,
+                                   timerange=None, fill_missing=False,
+                                   drop_incomplete=True, warn_no_data=False)
+    if not data.empty:
+        if start < data.iloc[0]['date']:
+            # Earlier data than existing data requested, redownload all
+            return DataFrame(columns=DEFAULT_DATAFRAME_COLUMNS), None
+        start = data.iloc[-1]['date']
+    start_ms = int(start.timestamp() * 1000) if start else None
+    return data, start_ms
+
+
 def _download_pair_history(datadir: Path,
                            exchange: Exchange,
                            pair: str, *,
@@ -252,10 +274,14 @@ def _download_pair_history(datadir: Path,
             f'and store in {datadir}.'
         )
 
-        data, since_ms = _load_cached_data_for_updating(datadir, pair, timeframe, timerange)
+        # data, since_ms = _load_cached_data_for_updating_old(datadir, pair, timeframe, timerange)
+        data, since_ms = _load_cached_data_for_updating(pair, timeframe, timerange,
+                                                        data_handler=data_handler)
 
-        logger.debug("Current Start: %s", misc.format_ms_time(data[1][0]) if data else 'None')
-        logger.debug("Current End: %s", misc.format_ms_time(data[-1][0]) if data else 'None')
+        logger.debug("Current Start: %s",
+                     f"{data.iloc[0]['date']:%Y-%m-%d %H:%M:%S}" if not data.empty else 'None')
+        logger.debug("Current End: %s",
+                     f"{data.iloc[-1]['date']:%Y-%m-%d %H:%M:%S}" if not data.empty else 'None')
 
         # Default since_ms to 30 days if nothing is given
         new_data = exchange.get_historic_ohlcv(pair=pair,
@@ -264,12 +290,20 @@ def _download_pair_history(datadir: Path,
                                                int(arrow.utcnow().shift(
                                                    days=-30).float_timestamp) * 1000
                                                )
-        data.extend(new_data)
+        # TODO: Maybe move parsing to exchange class (?)
+        new_dataframe = parse_ticker_dataframe(new_data, timeframe, pair,
+                                               fill_missing=False, drop_incomplete=True)
+        if data.empty:
+            data = new_dataframe
+        else:
+            data = data.append(new_dataframe)
 
-        logger.debug("New Start: %s", misc.format_ms_time(data[0][0]))
-        logger.debug("New End: %s", misc.format_ms_time(data[-1][0]))
+        logger.debug("New  Start: %s",
+                     f"{data.iloc[0]['date']:%Y-%m-%d %H:%M:%S}" if not data.empty else 'None')
+        logger.debug("New End: %s",
+                     f"{data.iloc[-1]['date']:%Y-%m-%d %H:%M:%S}" if not data.empty else 'None')
 
-        store_tickerdata_file(datadir, pair, timeframe, data=data)
+        data_handler.ohlcv_store(pair, timeframe, data=data)
         return True
 
     except Exception as e:

From df085a6f1560d00f90dcbc69e16ff4ce9e021473 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 07:07:27 +0100
Subject: [PATCH 0119/1106] Fix small bug and test

---
 freqtrade/data/history.py  | 4 +++-
 tests/data/test_history.py | 4 +++-
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index 80a846e87..189f51594 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -239,10 +239,12 @@ def _load_cached_data_for_updating(pair: str, timeframe: str, timerange: Optiona
                                    timerange=None, fill_missing=False,
                                    drop_incomplete=True, warn_no_data=False)
     if not data.empty:
-        if start < data.iloc[0]['date']:
+        if start and start < data.iloc[0]['date']:
             # Earlier data than existing data requested, redownload all
             return DataFrame(columns=DEFAULT_DATAFRAME_COLUMNS), None
+
         start = data.iloc[-1]['date']
+
     start_ms = int(start.timestamp() * 1000) if start else None
     return data, start_ms
 
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 973c83a46..c626e27e8 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -301,7 +301,9 @@ def test_download_pair_history2(mocker, default_conf, testdatadir) -> None:
         [1509836520000, 0.00162008, 0.00162008, 0.00162008, 0.00162008, 108.14853839],
         [1509836580000, 0.00161, 0.00161, 0.00161, 0.00161, 82.390199]
     ]
-    json_dump_mock = mocker.patch('freqtrade.misc.file_dump_json', return_value=None)
+    json_dump_mock = mocker.patch(
+        'freqtrade.data.datahandlers.jsondatahandler.JsonDataHandler.ohlcv_store',
+        return_value=None)
     mocker.patch('freqtrade.exchange.Exchange.get_historic_ohlcv', return_value=tick)
     exchange = get_patched_exchange(mocker, default_conf)
     _download_pair_history(testdatadir, exchange, pair="UNITTEST/BTC", timeframe='1m')

From e4f185f3579fe60e497c3efc5a416f45c2ad0d67 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 07:08:50 +0100
Subject: [PATCH 0120/1106] Remove 'line' from load_cached_data tests

Users are unable to use line anyway, it's only there for tests
---
 tests/data/test_history.py         | 38 ------------------------------
 tests/optimize/test_backtesting.py |  1 -
 2 files changed, 39 deletions(-)

diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index c626e27e8..4281eee8c 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -171,7 +171,6 @@ def test_load_cached_data_for_updating(mocker) -> None:
     with open(test_filename, "rt") as file:
         test_data = json.load(file)
 
-    # change now time to test 'line' cases
     # now = last cached item + 1 hour
     now_ts = test_data[-1][0] / 1000 + 60 * 60
     mocker.patch('arrow.utcnow', return_value=arrow.get(now_ts))
@@ -183,13 +182,6 @@ def test_load_cached_data_for_updating(mocker) -> None:
     assert data == []
     assert start_ts == test_data[0][0] - 1000
 
-    # same with 'line' timeframe
-    num_lines = (test_data[-1][0] - test_data[1][0]) / 1000 / 60 + 120
-    data, start_ts = _load_cached_data_for_updating(datadir, 'UNITTEST/BTC', '1m',
-                                                    TimeRange(None, 'line', 0, -num_lines))
-    assert data == []
-    assert start_ts < test_data[0][0] - 1
-
     # timeframe starts in the center of the cached data
     # should return the chached data w/o the last item
     timerange = TimeRange('date', None, test_data[0][0] / 1000 + 1, 0)
@@ -197,13 +189,6 @@ def test_load_cached_data_for_updating(mocker) -> None:
     assert data == test_data[:-1]
     assert test_data[-2][0] < start_ts < test_data[-1][0]
 
-    # same with 'line' timeframe
-    num_lines = (test_data[-1][0] - test_data[1][0]) / 1000 / 60 + 30
-    timerange = TimeRange(None, 'line', 0, -num_lines)
-    data, start_ts = _load_cached_data_for_updating(datadir, 'UNITTEST/BTC', '1m', timerange)
-    assert data == test_data[:-1]
-    assert test_data[-2][0] < start_ts < test_data[-1][0]
-
     # timeframe starts after the chached data
     # should return the chached data w/o the last item
     timerange = TimeRange('date', None, test_data[-1][0] / 1000 + 1, 0)
@@ -211,22 +196,6 @@ def test_load_cached_data_for_updating(mocker) -> None:
     assert data == test_data[:-1]
     assert test_data[-2][0] < start_ts < test_data[-1][0]
 
-    # Try loading last 30 lines.
-    # Not supported by _load_cached_data_for_updating, we always need to get the full data.
-    num_lines = 30
-    timerange = TimeRange(None, 'line', 0, -num_lines)
-    data, start_ts = _load_cached_data_for_updating(datadir, 'UNITTEST/BTC', '1m', timerange)
-    assert data == test_data[:-1]
-    assert test_data[-2][0] < start_ts < test_data[-1][0]
-
-    # no timeframe is set
-    # should return the chached data w/o the last item
-    num_lines = 30
-    timerange = TimeRange(None, 'line', 0, -num_lines)
-    data, start_ts = _load_cached_data_for_updating(datadir, 'UNITTEST/BTC', '1m', timerange)
-    assert data == test_data[:-1]
-    assert test_data[-2][0] < start_ts < test_data[-1][0]
-
     # no datafile exist
     # should return timestamp start time
     timerange = TimeRange('date', None, now_ts - 10000, 0)
@@ -234,13 +203,6 @@ def test_load_cached_data_for_updating(mocker) -> None:
     assert data == []
     assert start_ts == (now_ts - 10000) * 1000
 
-    # same with 'line' timeframe
-    num_lines = 30
-    timerange = TimeRange(None, 'line', 0, -num_lines)
-    data, start_ts = _load_cached_data_for_updating(datadir, 'NONEXIST/BTC', '1m', timerange)
-    assert data == []
-    assert start_ts == (now_ts - num_lines * 60) * 1000
-
     # no datafile exist, no timeframe is set
     # should return an empty array and None
     data, start_ts = _load_cached_data_for_updating(datadir, 'NONEXIST/BTC', '1m', None)
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 8a27c591f..c4670a331 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -342,7 +342,6 @@ def test_tickerdata_with_fee(default_conf, mocker, testdatadir) -> None:
 
 def test_tickerdata_to_dataframe_bt(default_conf, mocker, testdatadir) -> None:
     patch_exchange(mocker)
-    # timerange = TimeRange(None, 'line', 0, -100)
     timerange = TimeRange.parse_timerange('1510694220-1510700340')
     tick = history.load_tickerdata_file(testdatadir, 'UNITTEST/BTC', '1m', timerange=timerange)
     tickerlist = {'UNITTEST/BTC': parse_ticker_dataframe(tick, '1m', pair="UNITTEST/BTC",

From 7a6476c9ba979efb37d73ec2856e15e01b9e7535 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 10:11:49 +0100
Subject: [PATCH 0121/1106] Update tests

---
 freqtrade/data/history.py  |  6 +++---
 tests/data/test_history.py | 38 ++++++++++++++++++++++----------------
 2 files changed, 25 insertions(+), 19 deletions(-)

diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index 189f51594..99dde67c1 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -241,9 +241,9 @@ def _load_cached_data_for_updating(pair: str, timeframe: str, timerange: Optiona
     if not data.empty:
         if start and start < data.iloc[0]['date']:
             # Earlier data than existing data requested, redownload all
-            return DataFrame(columns=DEFAULT_DATAFRAME_COLUMNS), None
-
-        start = data.iloc[-1]['date']
+            data = DataFrame(columns=DEFAULT_DATAFRAME_COLUMNS)
+        else:
+            start = data.iloc[-1]['date']
 
     start_ms = int(start.timestamp() * 1000) if start else None
     return data, start_ms
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 4281eee8c..12c6d3630 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -8,8 +8,10 @@ from unittest.mock import MagicMock, PropertyMock
 
 import arrow
 from pandas import DataFrame
+from pandas.testing import assert_frame_equal
 
 from freqtrade.configuration import TimeRange
+from freqtrade.data.converter import parse_ticker_dataframe
 from freqtrade.data.datahandlers import get_datahandler
 from freqtrade.data.datahandlers.jsondatahandler import (JsonDataHandler,
                                                          JsonGzDataHandler)
@@ -163,14 +165,17 @@ def test_json_pair_trades_filename():
     assert fn == Path('freqtrade/hello/world/ETH_BTC-trades.json.gz')
 
 
-def test_load_cached_data_for_updating(mocker) -> None:
-    datadir = Path(__file__).parent.parent.joinpath('testdata')
+def test_load_cached_data_for_updating(mocker, testdatadir) -> None:
+
+    data_handler = get_datahandler(testdatadir, 'json')
 
     test_data = None
-    test_filename = datadir.joinpath('UNITTEST_BTC-1m.json')
+    test_filename = testdatadir.joinpath('UNITTEST_BTC-1m.json')
     with open(test_filename, "rt") as file:
         test_data = json.load(file)
 
+    test_data_df = parse_ticker_dataframe(test_data, '1m', 'UNITTEST/BTC',
+                                          fill_missing=False, drop_incomplete=False)
     # now = last cached item + 1 hour
     now_ts = test_data[-1][0] / 1000 + 60 * 60
     mocker.patch('arrow.utcnow', return_value=arrow.get(now_ts))
@@ -178,35 +183,36 @@ def test_load_cached_data_for_updating(mocker) -> None:
     # timeframe starts earlier than the cached data
     # should fully update data
     timerange = TimeRange('date', None, test_data[0][0] / 1000 - 1, 0)
-    data, start_ts = _load_cached_data_for_updating(datadir, 'UNITTEST/BTC', '1m', timerange)
-    assert data == []
+    data, start_ts = _load_cached_data_for_updating('UNITTEST/BTC', '1m', timerange, data_handler)
+    assert data.empty
     assert start_ts == test_data[0][0] - 1000
 
     # timeframe starts in the center of the cached data
     # should return the chached data w/o the last item
     timerange = TimeRange('date', None, test_data[0][0] / 1000 + 1, 0)
-    data, start_ts = _load_cached_data_for_updating(datadir, 'UNITTEST/BTC', '1m', timerange)
-    assert data == test_data[:-1]
-    assert test_data[-2][0] < start_ts < test_data[-1][0]
+    data, start_ts = _load_cached_data_for_updating('UNITTEST/BTC', '1m', timerange, data_handler)
+
+    assert_frame_equal(data, test_data_df.iloc[:-1])
+    assert test_data[-2][0] <= start_ts < test_data[-1][0]
 
     # timeframe starts after the chached data
     # should return the chached data w/o the last item
-    timerange = TimeRange('date', None, test_data[-1][0] / 1000 + 1, 0)
-    data, start_ts = _load_cached_data_for_updating(datadir, 'UNITTEST/BTC', '1m', timerange)
-    assert data == test_data[:-1]
-    assert test_data[-2][0] < start_ts < test_data[-1][0]
+    timerange = TimeRange('date', None, test_data[-1][0] / 1000 + 100, 0)
+    data, start_ts = _load_cached_data_for_updating('UNITTEST/BTC', '1m', timerange, data_handler)
+    assert_frame_equal(data, test_data_df.iloc[:-1])
+    assert test_data[-2][0] <= start_ts < test_data[-1][0]
 
     # no datafile exist
     # should return timestamp start time
     timerange = TimeRange('date', None, now_ts - 10000, 0)
-    data, start_ts = _load_cached_data_for_updating(datadir, 'NONEXIST/BTC', '1m', timerange)
-    assert data == []
+    data, start_ts = _load_cached_data_for_updating('NONEXIST/BTC', '1m', timerange, data_handler)
+    assert data.empty
     assert start_ts == (now_ts - 10000) * 1000
 
     # no datafile exist, no timeframe is set
     # should return an empty array and None
-    data, start_ts = _load_cached_data_for_updating(datadir, 'NONEXIST/BTC', '1m', None)
-    assert data == []
+    data, start_ts = _load_cached_data_for_updating('NONEXIST/BTC', '1m', None, data_handler)
+    assert data.empty
     assert start_ts is None
 
 

From d06777b8ce4021d0e378765f0bb484ecff567b87 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 10:12:56 +0100
Subject: [PATCH 0122/1106] Remove old "load_cached_data" method

---
 freqtrade/data/history.py | 41 ++++-----------------------------------
 1 file changed, 4 insertions(+), 37 deletions(-)

diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index 99dde67c1..93fe635a2 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -185,49 +185,16 @@ def pair_data_filename(datadir: Path, pair: str, timeframe: str) -> Path:
     return filename
 
 
-def _load_cached_data_for_updating_old(datadir: Path, pair: str, timeframe: str,
-                                       timerange: Optional[TimeRange]) -> Tuple[List[Any],
-                                                                                Optional[int]]:
+def _load_cached_data_for_updating(pair: str, timeframe: str, timerange: Optional[TimeRange],
+                                   data_handler: IDataHandler) -> Tuple[DataFrame, Optional[int]]:
     """
     Load cached data to download more data.
     If timerange is passed in, checks whether data from an before the stored data will be
     downloaded.
     If that's the case then what's available should be completely overwritten.
-    Only used by download_pair_history().
+    Otherwise downloads always start at the end of the available data to avoid data gaps.
+    Note: Only used by download_pair_history().
     """
-
-    since_ms = None
-
-    # user sets timerange, so find the start time
-    if timerange:
-        if timerange.starttype == 'date':
-            since_ms = timerange.startts * 1000
-        elif timerange.stoptype == 'line':
-            num_minutes = timerange.stopts * timeframe_to_minutes(timeframe)
-            since_ms = arrow.utcnow().shift(minutes=num_minutes).timestamp * 1000
-
-    # read the cached file
-    # Intentionally don't pass timerange in - since we need to load the full dataset.
-    data = load_tickerdata_file(datadir, pair, timeframe)
-    # remove the last item, could be incomplete candle
-    if data:
-        data.pop()
-    else:
-        data = []
-
-    if data:
-        if since_ms and since_ms < data[0][0]:
-            # Earlier data than existing data requested, redownload all
-            data = []
-        else:
-            # a part of the data was already downloaded, so download unexist data only
-            since_ms = data[-1][0] + 1
-
-    return (data, since_ms)
-
-
-def _load_cached_data_for_updating(pair: str, timeframe: str, timerange: Optional[TimeRange],
-                                   data_handler: IDataHandler) -> Tuple[DataFrame, Optional[int]]:
     start = None
     if timerange:
         if timerange.starttype == 'date':

From d1b52809ac79370023a47db66ee6474ee3b5ca9d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 10:25:17 +0100
Subject: [PATCH 0123/1106] Cleanup history

---
 freqtrade/data/history.py | 13 ++-----------
 1 file changed, 2 insertions(+), 11 deletions(-)

diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index 93fe635a2..59695da2e 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -10,7 +10,7 @@ import logging
 import operator
 from datetime import datetime, timezone
 from pathlib import Path
-from typing import Any, Dict, List, Optional, Tuple
+from typing import Dict, List, Optional, Tuple
 
 import arrow
 from pandas import DataFrame
@@ -21,7 +21,7 @@ from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS
 from freqtrade.data.converter import parse_ticker_dataframe, trades_to_ohlcv
 from freqtrade.data.datahandlers import get_datahandler
 from freqtrade.data.datahandlers.idatahandler import IDataHandler
-from freqtrade.exchange import Exchange, timeframe_to_minutes
+from freqtrade.exchange import Exchange
 
 logger = logging.getLogger(__name__)
 
@@ -68,15 +68,6 @@ def load_tickerdata_file(datadir: Path, pair: str, timeframe: str,
     return pairdata
 
 
-def store_tickerdata_file(datadir: Path, pair: str,
-                          timeframe: str, data: list, is_zip: bool = False):
-    """
-    Stores tickerdata to file
-    """
-    filename = pair_data_filename(datadir, pair, timeframe)
-    misc.file_dump_json(filename, data, is_zip=is_zip)
-
-
 def load_pair_history(pair: str,
                       timeframe: str,
                       datadir: Path, *,

From a2567bea645c2d124423c2a7d4ff71f6c21a4abf Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 10:25:27 +0100
Subject: [PATCH 0124/1106] Remove unnecessary mock

---
 tests/optimize/test_backtesting.py | 9 ---------
 1 file changed, 9 deletions(-)

diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index c4670a331..3b7b18f52 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -116,14 +116,6 @@ def simple_backtest(config, contour, num_results, mocker, testdatadir) -> None:
     assert len(results) == num_results
 
 
-def mocked_load_data(datadir, pairs=[], timeframe='0m',
-                     timerange=None, *args, **kwargs):
-    tickerdata = history.load_tickerdata_file(datadir, 'UNITTEST/BTC', '1m', timerange=timerange)
-    pairdata = {'UNITTEST/BTC': parse_ticker_dataframe(tickerdata, '1m', pair="UNITTEST/BTC",
-                                                       fill_missing=True)}
-    return pairdata
-
-
 # use for mock ccxt.fetch_ohlvc'
 def _load_pair_as_ticks(pair, tickfreq):
     ticks = history.load_tickerdata_file(None, timeframe=tickfreq, pair=pair)
@@ -460,7 +452,6 @@ def test_backtesting_start(default_conf, mocker, testdatadir, caplog) -> None:
     def get_timerange(input1):
         return Arrow(2017, 11, 14, 21, 17), Arrow(2017, 11, 14, 22, 59)
 
-    mocker.patch('freqtrade.data.history.load_data', mocked_load_data)
     mocker.patch('freqtrade.data.history.get_timerange', get_timerange)
     mocker.patch('freqtrade.exchange.Exchange.refresh_latest_ohlcv', MagicMock())
     patch_exchange(mocker)

From aa39f2160bf095b1edecabc3243b72eed952cb69 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 10:25:38 +0100
Subject: [PATCH 0125/1106] Use load_data instead of a sequence of calls

in tests which don't test this
---
 tests/optimize/test_hyperopt.py | 11 +++--------
 1 file changed, 3 insertions(+), 8 deletions(-)

diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index fb492be35..ddafabe71 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -10,8 +10,7 @@ from arrow import Arrow
 from filelock import Timeout
 
 from freqtrade import OperationalException
-from freqtrade.data.converter import parse_ticker_dataframe
-from freqtrade.data.history import load_tickerdata_file
+from freqtrade.data.history import load_data
 from freqtrade.optimize import setup_configuration, start_hyperopt
 from freqtrade.optimize.default_hyperopt import DefaultHyperOpt
 from freqtrade.optimize.default_hyperopt_loss import DefaultHyperOptLoss
@@ -543,9 +542,7 @@ def test_has_space(hyperopt, spaces, expected_results):
 
 
 def test_populate_indicators(hyperopt, testdatadir) -> None:
-    tick = load_tickerdata_file(testdatadir, 'UNITTEST/BTC', '1m')
-    tickerlist = {'UNITTEST/BTC': parse_ticker_dataframe(tick, '1m', pair="UNITTEST/BTC",
-                                                         fill_missing=True)}
+    tickerlist = load_data(testdatadir, '1m', ['UNITTEST/BTC'], fill_up_missing=True)
     dataframes = hyperopt.backtesting.strategy.tickerdata_to_dataframe(tickerlist)
     dataframe = hyperopt.custom_hyperopt.populate_indicators(dataframes['UNITTEST/BTC'],
                                                              {'pair': 'UNITTEST/BTC'})
@@ -557,9 +554,7 @@ def test_populate_indicators(hyperopt, testdatadir) -> None:
 
 
 def test_buy_strategy_generator(hyperopt, testdatadir) -> None:
-    tick = load_tickerdata_file(testdatadir, 'UNITTEST/BTC', '1m')
-    tickerlist = {'UNITTEST/BTC': parse_ticker_dataframe(tick, '1m', pair="UNITTEST/BTC",
-                                                         fill_missing=True)}
+    tickerlist = load_data(testdatadir, '1m', ['UNITTEST/BTC'], fill_up_missing=True)
     dataframes = hyperopt.backtesting.strategy.tickerdata_to_dataframe(tickerlist)
     dataframe = hyperopt.custom_hyperopt.populate_indicators(dataframes['UNITTEST/BTC'],
                                                              {'pair': 'UNITTEST/BTC'})

From 80dbba12801fbf7f030600de18d88d30c70a3014 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 10:29:06 +0100
Subject: [PATCH 0126/1106] Remove unnecessary mocks

---
 tests/optimize/test_backtesting.py | 22 ++--------------------
 1 file changed, 2 insertions(+), 20 deletions(-)

diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 3b7b18f52..a10ce5254 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -116,13 +116,6 @@ def simple_backtest(config, contour, num_results, mocker, testdatadir) -> None:
     assert len(results) == num_results
 
 
-# use for mock ccxt.fetch_ohlvc'
-def _load_pair_as_ticks(pair, tickfreq):
-    ticks = history.load_tickerdata_file(None, timeframe=tickfreq, pair=pair)
-    ticks = ticks[-201:]
-    return ticks
-
-
 # FIX: fixturize this?
 def _make_backtest_conf(mocker, datadir, conf=None, pair='UNITTEST/BTC', record=None):
     data = history.load_data(datadir=datadir, timeframe='1m', pairs=[pair])
@@ -795,13 +788,7 @@ def test_backtest_record(default_conf, fee, mocker):
 def test_backtest_start_timerange(default_conf, mocker, caplog, testdatadir):
     default_conf['exchange']['pair_whitelist'] = ['UNITTEST/BTC']
 
-    async def load_pairs(pair, timeframe, since):
-        return _load_pair_as_ticks(pair, timeframe)
-
-    api_mock = MagicMock()
-    api_mock.fetch_ohlcv = load_pairs
-
-    patch_exchange(mocker, api_mock)
+    patch_exchange(mocker)
     mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', MagicMock())
     mocker.patch('freqtrade.optimize.backtesting.Backtesting._generate_text_table', MagicMock())
     patched_configuration_load_config_file(mocker, default_conf)
@@ -840,12 +827,7 @@ def test_backtest_start_timerange(default_conf, mocker, caplog, testdatadir):
 def test_backtest_start_multi_strat(default_conf, mocker, caplog, testdatadir):
     default_conf['exchange']['pair_whitelist'] = ['UNITTEST/BTC']
 
-    async def load_pairs(pair, timeframe, since):
-        return _load_pair_as_ticks(pair, timeframe)
-    api_mock = MagicMock()
-    api_mock.fetch_ohlcv = load_pairs
-
-    patch_exchange(mocker, api_mock)
+    patch_exchange(mocker)
     backtestmock = MagicMock()
     mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', backtestmock)
     gen_table_mock = MagicMock()

From 5479c6717833ffff66a165b835ff20863f44ad48 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 10:40:14 +0100
Subject: [PATCH 0127/1106] Clean up some codes which use list-based tests

---
 tests/optimize/test_backtesting.py | 65 +++++++++++-------------------
 1 file changed, 24 insertions(+), 41 deletions(-)

diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index a10ce5254..447f0052b 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -1,6 +1,5 @@
 # pragma pylint: disable=missing-docstring, W0212, line-too-long, C0103, unused-argument
 
-import math
 import random
 from pathlib import Path
 from unittest.mock import MagicMock
@@ -14,7 +13,7 @@ from freqtrade import DependencyException, OperationalException, constants
 from freqtrade.configuration import TimeRange
 from freqtrade.data import history
 from freqtrade.data.btanalysis import evaluate_result_multi
-from freqtrade.data.converter import parse_ticker_dataframe
+from freqtrade.data.converter import clean_ohlcv_dataframe
 from freqtrade.data.dataprovider import DataProvider
 from freqtrade.data.history import get_timerange
 from freqtrade.optimize import setup_configuration, start_backtesting
@@ -50,47 +49,33 @@ def trim_dictlist(dict_list, num):
 
 def load_data_test(what, testdatadir):
     timerange = TimeRange.parse_timerange('1510694220-1510700340')
-    pair = history.load_tickerdata_file(testdatadir, timeframe='1m',
-                                        pair='UNITTEST/BTC', timerange=timerange)
-    datalen = len(pair)
+    data = history.load_pair_history(pair='UNITTEST/BTC', datadir=testdatadir,
+                                     timeframe='1m', timerange=timerange,
+                                     drop_incomplete=False,
+                                     fill_up_missing=False)
 
     base = 0.001
     if what == 'raise':
-        data = [
-            [
-                pair[x][0],  # Keep old dates
-                x * base,  # But replace O,H,L,C
-                x * base + 0.0001,
-                x * base - 0.0001,
-                x * base,
-                pair[x][5],  # Keep old volume
-            ] for x in range(0, datalen)
-        ]
+        data.loc[:, 'open'] = data.index * base
+        data.loc[:, 'high'] = data.index * base + 0.0001
+        data.loc[:, 'low'] = data.index * base - 0.0001
+        data.loc[:, 'close'] = data.index * base
+
     if what == 'lower':
-        data = [
-            [
-                pair[x][0],  # Keep old dates
-                1 - x * base,  # But replace O,H,L,C
-                1 - x * base + 0.0001,
-                1 - x * base - 0.0001,
-                1 - x * base,
-                pair[x][5]  # Keep old volume
-            ] for x in range(0, datalen)
-        ]
+        data.loc[:, 'open'] = 1 - data.index * base
+        data.loc[:, 'high'] = 1 - data.index * base + 0.0001
+        data.loc[:, 'low'] = 1 - data.index * base - 0.0001
+        data.loc[:, 'close'] = 1 - data.index * base
+
     if what == 'sine':
         hz = 0.1  # frequency
-        data = [
-            [
-                pair[x][0],  # Keep old dates
-                math.sin(x * hz) / 1000 + base,  # But replace O,H,L,C
-                math.sin(x * hz) / 1000 + base + 0.0001,
-                math.sin(x * hz) / 1000 + base - 0.0001,
-                math.sin(x * hz) / 1000 + base,
-                pair[x][5]  # Keep old volume
-            ] for x in range(0, datalen)
-        ]
-    return {'UNITTEST/BTC': parse_ticker_dataframe(data, '1m', pair="UNITTEST/BTC",
-                                                   fill_missing=True)}
+        data.loc[:, 'open'] = np.sin(data.index * hz) / 1000 + base
+        data.loc[:, 'high'] = np.sin(data.index * hz) / 1000 + base + 0.0001
+        data.loc[:, 'low'] = np.sin(data.index * hz) / 1000 + base - 0.0001
+        data.loc[:, 'close'] = np.sin(data.index * hz) / 1000 + base
+
+    return {'UNITTEST/BTC': clean_ohlcv_dataframe(data, timeframe='1m', pair='UNITTEST/BTC',
+                                                  fill_missing=True)}
 
 
 def simple_backtest(config, contour, num_results, mocker, testdatadir) -> None:
@@ -328,10 +313,8 @@ def test_tickerdata_with_fee(default_conf, mocker, testdatadir) -> None:
 def test_tickerdata_to_dataframe_bt(default_conf, mocker, testdatadir) -> None:
     patch_exchange(mocker)
     timerange = TimeRange.parse_timerange('1510694220-1510700340')
-    tick = history.load_tickerdata_file(testdatadir, 'UNITTEST/BTC', '1m', timerange=timerange)
-    tickerlist = {'UNITTEST/BTC': parse_ticker_dataframe(tick, '1m', pair="UNITTEST/BTC",
-                                                         fill_missing=True)}
-
+    tickerlist = history.load_data(testdatadir, '1m', ['UNITTEST/BTC'], timerange=timerange,
+                                   fill_up_missing=True)
     backtesting = Backtesting(default_conf)
     data = backtesting.strategy.tickerdata_to_dataframe(tickerlist)
     assert len(data['UNITTEST/BTC']) == 102

From 4b277afc52c3ffbcfd668deac649e39515f3b428 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 10:41:19 +0100
Subject: [PATCH 0128/1106] Remove test for load_tickerdata

---
 tests/data/test_history.py | 12 ------------
 1 file changed, 12 deletions(-)

diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 12c6d3630..969e58223 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -20,7 +20,6 @@ from freqtrade.data.history import (_download_pair_history,
                                     _load_cached_data_for_updating,
                                     convert_trades_to_ohlcv, get_timerange,
                                     load_data, load_pair_history,
-                                    load_tickerdata_file,
                                     refresh_backtest_ohlcv_data,
                                     refresh_backtest_trades_data, refresh_data,
                                     trim_tickerlist, validate_backtest_data)
@@ -303,17 +302,6 @@ def test_download_backtesting_data_exception(ticker_history, mocker, caplog,
     )
 
 
-def test_load_tickerdata_file(testdatadir) -> None:
-    # 7 does not exist in either format.
-    assert not load_tickerdata_file(testdatadir, 'UNITTEST/BTC', '7m')
-    # 1 exists only as a .json
-    tickerdata = load_tickerdata_file(testdatadir, 'UNITTEST/BTC', '1m')
-    assert _BTC_UNITTEST_LENGTH == len(tickerdata)
-    # 8 .json is empty and will fail if it's loaded. .json.gz is a copy of 1.json
-    tickerdata = load_tickerdata_file(testdatadir, 'UNITTEST/BTC', '8m')
-    assert _BTC_UNITTEST_LENGTH == len(tickerdata)
-
-
 def test_load_partial_missing(testdatadir, caplog) -> None:
     # Make sure we start fresh - test missing data at start
     start = arrow.get('2018-01-01T00:00:00')

From 32c2ce146ebcbea093e32f66de3bedfcd0b28f01 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 10:44:08 +0100
Subject: [PATCH 0129/1106] Remove last usage of load_tickerlist

---
 tests/strategy/test_interface.py | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/tests/strategy/test_interface.py b/tests/strategy/test_interface.py
index 89c38bda1..647344653 100644
--- a/tests/strategy/test_interface.py
+++ b/tests/strategy/test_interface.py
@@ -7,8 +7,7 @@ import arrow
 from pandas import DataFrame
 
 from freqtrade.configuration import TimeRange
-from freqtrade.data.converter import parse_ticker_dataframe
-from freqtrade.data.history import load_tickerdata_file
+from freqtrade.data.history import load_data
 from freqtrade.persistence import Trade
 from tests.conftest import get_patched_exchange, log_has
 from freqtrade.strategy.default_strategy import DefaultStrategy
@@ -107,9 +106,8 @@ def test_tickerdata_to_dataframe(default_conf, testdatadir) -> None:
     strategy = DefaultStrategy(default_conf)
 
     timerange = TimeRange.parse_timerange('1510694220-1510700340')
-    tick = load_tickerdata_file(testdatadir, 'UNITTEST/BTC', '1m', timerange=timerange)
-    tickerlist = {'UNITTEST/BTC': parse_ticker_dataframe(tick, '1m', pair="UNITTEST/BTC",
-                                                         fill_missing=True)}
+    tickerlist = load_data(testdatadir, '1m', ['UNITTEST/BTC'], timerange=timerange,
+                           fill_up_missing=True)
     data = strategy.tickerdata_to_dataframe(tickerlist)
     assert len(data['UNITTEST/BTC']) == 102       # partial candle was removed
 

From baa942ff989adb86c35228454887cd624d38a6c1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 10:49:01 +0100
Subject: [PATCH 0130/1106] Don't use function to resolve pairname for test

---
 tests/test_misc.py | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/tests/test_misc.py b/tests/test_misc.py
index 23231e2f0..c5bf06311 100644
--- a/tests/test_misc.py
+++ b/tests/test_misc.py
@@ -5,7 +5,6 @@ from pathlib import Path
 from unittest.mock import MagicMock
 
 from freqtrade.data.converter import parse_ticker_dataframe
-from freqtrade.data.history import pair_data_filename
 from freqtrade.misc import (datesarray_to_datetimearray, file_dump_json,
                             file_load_json, format_ms_time, plural, shorten_date)
 
@@ -48,13 +47,13 @@ def test_file_dump_json(mocker) -> None:
 def test_file_load_json(mocker, testdatadir) -> None:
 
     # 7m .json does not exist
-    ret = file_load_json(pair_data_filename(testdatadir, 'UNITTEST/BTC', '7m'))
+    ret = file_load_json(testdatadir / 'UNITTEST_BTC-7m.json')
     assert not ret
     # 1m json exists (but no .gz exists)
-    ret = file_load_json(pair_data_filename(testdatadir, 'UNITTEST/BTC', '1m'))
+    ret = file_load_json(testdatadir / 'UNITTEST_BTC-1m.json')
     assert ret
     # 8 .json is empty and will fail if it's loaded. .json.gz is a copy of 1.json
-    ret = file_load_json(pair_data_filename(testdatadir, 'UNITTEST/BTC', '8m'))
+    ret = file_load_json(testdatadir / 'UNITTEST_BTC-8m.json')
     assert ret
 
 

From a3144cb2f0c07c777f566326f0df9246dfbc36d3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 10:49:30 +0100
Subject: [PATCH 0131/1106] remove trim_tickerlist

---
 freqtrade/data/history.py  | 59 ++++----------------------------------
 tests/data/test_history.py | 54 +---------------------------------
 2 files changed, 6 insertions(+), 107 deletions(-)

diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index 59695da2e..9dad90864 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -15,7 +15,7 @@ from typing import Dict, List, Optional, Tuple
 import arrow
 from pandas import DataFrame
 
-from freqtrade import OperationalException, misc
+from freqtrade import OperationalException
 from freqtrade.configuration import TimeRange
 from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS
 from freqtrade.data.converter import parse_ticker_dataframe, trades_to_ohlcv
@@ -26,48 +26,6 @@ from freqtrade.exchange import Exchange
 logger = logging.getLogger(__name__)
 
 
-def trim_tickerlist(tickerlist: List[Dict], timerange: TimeRange) -> List[Dict]:
-    """
-    Trim tickerlist based on given timerange
-    """
-    if not tickerlist:
-        return tickerlist
-
-    start_index = 0
-    stop_index = len(tickerlist)
-
-    if timerange.starttype == 'date':
-        while (start_index < len(tickerlist) and
-               tickerlist[start_index][0] < timerange.startts * 1000):
-            start_index += 1
-
-    if timerange.stoptype == 'date':
-        while (stop_index > 0 and
-               tickerlist[stop_index-1][0] > timerange.stopts * 1000):
-            stop_index -= 1
-
-    if start_index > stop_index:
-        raise ValueError(f'The timerange [{timerange.startts},{timerange.stopts}] is incorrect')
-
-    return tickerlist[start_index:stop_index]
-
-
-def load_tickerdata_file(datadir: Path, pair: str, timeframe: str,
-                         timerange: Optional[TimeRange] = None) -> List[Dict]:
-    """
-    Load a pair from file, either .json.gz or .json
-    :return: tickerlist or None if unsuccessful
-    """
-    filename = pair_data_filename(datadir, pair, timeframe)
-    pairdata = misc.file_load_json(filename)
-    if not pairdata:
-        return []
-
-    if timerange:
-        pairdata = trim_tickerlist(pairdata, timerange)
-    return pairdata
-
-
 def load_pair_history(pair: str,
                       timeframe: str,
                       datadir: Path, *,
@@ -170,12 +128,6 @@ def refresh_data(datadir: Path,
                                exchange=exchange, data_handler=data_handler)
 
 
-def pair_data_filename(datadir: Path, pair: str, timeframe: str) -> Path:
-    pair_s = pair.replace("/", "_")
-    filename = datadir.joinpath(f'{pair_s}-{timeframe}.json')
-    return filename
-
-
 def _load_cached_data_for_updating(pair: str, timeframe: str, timerange: Optional[TimeRange],
                                    data_handler: IDataHandler) -> Tuple[DataFrame, Optional[int]]:
     """
@@ -291,11 +243,10 @@ def refresh_backtest_ohlcv_data(exchange: Exchange, pairs: List[str], timeframes
             continue
         for timeframe in timeframes:
 
-            dl_file = pair_data_filename(datadir, pair, timeframe)
-            if erase and dl_file.exists():
-                logger.info(
-                    f'Deleting existing data for pair {pair}, interval {timeframe}.')
-                dl_file.unlink()
+            if erase:
+                if data_handler.ohlcv_purge(pair, timeframe):
+                    logger.info(
+                        f'Deleting existing data for pair {pair}, interval {timeframe}.')
 
             logger.info(f'Downloading pair {pair}, interval {timeframe}.')
             _download_pair_history(datadir=datadir, exchange=exchange,
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 969e58223..7e030b523 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -22,7 +22,7 @@ from freqtrade.data.history import (_download_pair_history,
                                     load_data, load_pair_history,
                                     refresh_backtest_ohlcv_data,
                                     refresh_backtest_trades_data, refresh_data,
-                                    trim_tickerlist, validate_backtest_data)
+                                    validate_backtest_data)
 from freqtrade.exchange import timeframe_to_minutes
 from freqtrade.misc import file_dump_json
 from freqtrade.strategy.default_strategy import DefaultStrategy
@@ -358,58 +358,6 @@ def test_init_with_refresh(default_conf, mocker) -> None:
     )
 
 
-def test_trim_tickerlist(testdatadir) -> None:
-    file = testdatadir / 'UNITTEST_BTC-1m.json'
-    with open(file) as data_file:
-        ticker_list = json.load(data_file)
-    ticker_list_len = len(ticker_list)
-
-    # Test the pattern ^(\d{8})-(\d{8})$
-    # This pattern extract a window between the dates
-    timerange = TimeRange('date', 'date', ticker_list[5][0] / 1000, ticker_list[10][0] / 1000 - 1)
-    ticker = trim_tickerlist(ticker_list, timerange)
-    ticker_len = len(ticker)
-
-    assert ticker_len == 5
-    assert ticker_list[0] is not ticker[0]  # The first element should be different
-    assert ticker_list[5] is ticker[0]  # The list starts at the index 5
-    assert ticker_list[9] is ticker[-1]  # The list ends at the index 9 (5 elements)
-
-    # Test the pattern ^-(\d{8})$
-    # This pattern extracts elements from the start to the date
-    timerange = TimeRange(None, 'date', 0, ticker_list[10][0] / 1000 - 1)
-    ticker = trim_tickerlist(ticker_list, timerange)
-    ticker_len = len(ticker)
-
-    assert ticker_len == 10
-    assert ticker_list[0] is ticker[0]  # The start of the list is included
-    assert ticker_list[9] is ticker[-1]  # The element 10 is not included
-
-    # Test the pattern ^(\d{8})-$
-    # This pattern extracts elements from the date to now
-    timerange = TimeRange('date', None, ticker_list[10][0] / 1000 - 1, None)
-    ticker = trim_tickerlist(ticker_list, timerange)
-    ticker_len = len(ticker)
-
-    assert ticker_len == ticker_list_len - 10
-    assert ticker_list[10] is ticker[0]  # The first element is element #10
-    assert ticker_list[-1] is ticker[-1]  # The last element is the same
-
-    # Test a wrong pattern
-    # This pattern must return the list unchanged
-    timerange = TimeRange(None, None, None, 5)
-    ticker = trim_tickerlist(ticker_list, timerange)
-    ticker_len = len(ticker)
-
-    assert ticker_list_len == ticker_len
-
-    # passing empty list
-    timerange = TimeRange(None, None, None, 5)
-    ticker = trim_tickerlist([], timerange)
-    assert 0 == len(ticker)
-    assert not ticker
-
-
 def test_file_dump_json_tofile(testdatadir) -> None:
     file = testdatadir / 'test_{id}.json'.format(id=str(uuid.uuid4()))
     data = {'bar': 'foo'}

From 8a030e7fc01566191ce747767efb2a6a1b83974f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 11:08:47 +0100
Subject: [PATCH 0132/1106] Use exists instead of is_file

---
 freqtrade/data/datahandlers/jsondatahandler.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index 1a26671b9..9f3468d30 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -65,7 +65,7 @@ class JsonDataHandler(IDataHandler):
         :return: DataFrame with ohlcv data, or empty DataFrame
         """
         filename = self._pair_data_filename(self._datadir, pair, timeframe)
-        if not filename.is_file():
+        if not filename.exists():
             return DataFrame(columns=self._columns)
         pairdata = read_json(filename, orient='values')
         pairdata.columns = self._columns
@@ -149,7 +149,7 @@ class JsonDataHandler(IDataHandler):
         :return: True when deleted, false if file did not exist.
         """
         filename = self._pair_trades_filename(self._datadir, pair)
-        if filename.is_file():
+        if filename.exists():
             filename.unlink()
             return True
         return False

From d65c1eea7aff4b730771a8d1a7d8d98755e9ba86 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 13:16:53 +0100
Subject: [PATCH 0133/1106] Add some tests for datahandler

---
 .../data/datahandlers/jsondatahandler.py      |  4 +-
 tests/data/test_history.py                    | 50 +++++++++++++++++++
 2 files changed, 52 insertions(+), 2 deletions(-)

diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/datahandlers/jsondatahandler.py
index 9f3468d30..f40cf969f 100644
--- a/freqtrade/data/datahandlers/jsondatahandler.py
+++ b/freqtrade/data/datahandlers/jsondatahandler.py
@@ -83,7 +83,7 @@ class JsonDataHandler(IDataHandler):
         :return: True when deleted, false if file did not exist.
         """
         filename = self._pair_data_filename(self._datadir, pair, timeframe)
-        if filename.is_file():
+        if filename.exists():
             filename.unlink()
             return True
         return False
@@ -119,7 +119,7 @@ class JsonDataHandler(IDataHandler):
         filename = self._pair_trades_filename(self._datadir, pair)
         misc.file_dump_json(filename, data, is_zip=self._use_zip)
 
-    def trades_append(self, pair: str, data: DataFrame):
+    def trades_append(self, pair: str, data: List[Dict]):
         """
         Append data to existing files
         :param pair: Pair - used for filename
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 7e030b523..8787a35b2 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -7,6 +7,7 @@ from shutil import copyfile
 from unittest.mock import MagicMock, PropertyMock
 
 import arrow
+import pytest
 from pandas import DataFrame
 from pandas.testing import assert_frame_equal
 
@@ -561,3 +562,52 @@ def test_convert_trades_to_ohlcv(mocker, default_conf, testdatadir, caplog):
 
     _clean_test_file(file1)
     _clean_test_file(file5)
+
+
+def test_jsondatahandler_ohlcv_get_pairs(testdatadir):
+    pairs = JsonDataHandler.ohlcv_get_pairs(testdatadir, '5m')
+    # Convert to set to avoid failures due to sorting
+    assert set(pairs) == {'UNITTEST/BTC', 'XLM/BTC', 'ETH/BTC', 'TRX/BTC', 'LTC/BTC',
+                          'XMR/BTC', 'ZEC/BTC', 'ADA/BTC', 'ETC/BTC', 'NXT/BTC',
+                          'DASH/BTC', 'XRP/ETH'}
+
+    pairs = JsonGzDataHandler.ohlcv_get_pairs(testdatadir, '8m')
+    assert set(pairs) == {'UNITTEST/BTC'}
+
+
+def test_jsondatahandler_trades_get_pairs(testdatadir):
+    pairs = JsonGzDataHandler.trades_get_pairs(testdatadir)
+    # Convert to set to avoid failures due to sorting
+    assert set(pairs) == {'XRP/ETH'}
+
+
+def test_jsondatahandler_ohlcv_purge(mocker, testdatadir):
+    mocker.patch.object(Path, "exists", MagicMock(return_value=False))
+    mocker.patch.object(Path, "unlink", MagicMock())
+    dh = JsonGzDataHandler(testdatadir)
+    assert not dh.ohlcv_purge('UNITTEST/NONEXIST', '5m')
+
+    mocker.patch.object(Path, "exists", MagicMock(return_value=True))
+    assert dh.ohlcv_purge('UNITTEST/NONEXIST', '5m')
+
+
+def test_jsondatahandler_trades_purge(mocker, testdatadir):
+    mocker.patch.object(Path, "exists", MagicMock(return_value=False))
+    mocker.patch.object(Path, "unlink", MagicMock())
+    dh = JsonGzDataHandler(testdatadir)
+    assert not dh.trades_purge('UNITTEST/NONEXIST')
+
+    mocker.patch.object(Path, "exists", MagicMock(return_value=True))
+    assert dh.trades_purge('UNITTEST/NONEXIST')
+
+
+def test_jsondatahandler_ohlcv_append(testdatadir):
+    dh = JsonGzDataHandler(testdatadir)
+    with pytest.raises(NotImplementedError):
+        dh.ohlcv_append('UNITTEST/ETH', '5m', DataFrame())
+
+
+def test_jsondatahandler_trades_append(testdatadir):
+    dh = JsonGzDataHandler(testdatadir)
+    with pytest.raises(NotImplementedError):
+        dh.trades_append('UNITTEST/ETH', [])

From 65f539e9d8bb0631237c6dc3c44cf42eb8d94e87 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 13:25:34 +0100
Subject: [PATCH 0134/1106] More tests for datahandler

---
 tests/data/test_history.py | 24 +++++++++++++++++++++++-
 1 file changed, 23 insertions(+), 1 deletion(-)

diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 8787a35b2..726b6d3a7 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -13,7 +13,8 @@ from pandas.testing import assert_frame_equal
 
 from freqtrade.configuration import TimeRange
 from freqtrade.data.converter import parse_ticker_dataframe
-from freqtrade.data.datahandlers import get_datahandler
+from freqtrade.data.datahandlers import get_datahandler, get_datahandlerclass
+from freqtrade.data.datahandlers.idatahandler import IDataHandler
 from freqtrade.data.datahandlers.jsondatahandler import (JsonDataHandler,
                                                          JsonGzDataHandler)
 from freqtrade.data.history import (_download_pair_history,
@@ -611,3 +612,24 @@ def test_jsondatahandler_trades_append(testdatadir):
     dh = JsonGzDataHandler(testdatadir)
     with pytest.raises(NotImplementedError):
         dh.trades_append('UNITTEST/ETH', [])
+
+
+def test_gethandlerclass():
+    cl = get_datahandlerclass('json')
+    assert cl == JsonDataHandler
+    assert issubclass(cl, IDataHandler)
+    cl = get_datahandlerclass('jsongz')
+    assert cl == JsonGzDataHandler
+    assert issubclass(cl, IDataHandler)
+    assert issubclass(cl, JsonDataHandler)
+    with pytest.raises(ValueError, match=r"No datahandler for .*"):
+        get_datahandlerclass('DeadBeef')
+
+
+def test_get_datahandler(testdatadir):
+    dh = get_datahandler(testdatadir, 'json')
+    assert type(dh) == JsonDataHandler
+    dh = get_datahandler(testdatadir, 'jsongz')
+    assert type(dh) == JsonGzDataHandler
+    dh1 = get_datahandler(testdatadir, 'jsongz', dh)
+    assert id(dh1) == id(dh)

From 9c5b94adf506f2e726b2e497655a424c2cc6f4f5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 27 Dec 2019 13:46:25 +0100
Subject: [PATCH 0135/1106] Pass data_format to methods

---
 docs/configuration.md                    |  2 ++
 freqtrade/configuration/arguments.py     |  2 +-
 freqtrade/configuration/cli_options.py   | 12 ++++++++++++
 freqtrade/configuration/configuration.py |  7 +++++++
 freqtrade/constants.py                   | 14 +++++++-------
 freqtrade/data/history.py                | 10 ++++++----
 freqtrade/utils.py                       | 12 +++++++++---
 7 files changed, 44 insertions(+), 15 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 90f0aa791..002e3ab5d 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -106,6 +106,8 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `internals.sd_notify` | Enables use of the sd_notify protocol to tell systemd service manager about changes in the bot state and issue keep-alive pings. See [here](installation.md#7-optional-configure-freqtrade-as-a-systemd-service) for more details. <br> ***Datatype:*** *Boolean*
 | `logfile` | Specifies logfile name. Uses a rolling strategy for log file rotation for 10 files with the 1MB limit per file. <br> ***Datatype:*** *String*
 | `user_data_dir` | Directory containing user data. <br> *Defaults to `./user_data/`*. <br> ***Datatype:*** *String*
+| `dataformat_ohlcv` | Data format to use to store OHLCV historic data. <br> *Defaults to `json`*. <br> ***Datatype:*** *String*
+| `dataformat_trades` | Data format to use to store trades historic data. <br> *Defaults to `jsongz`*. <br> ***Datatype:*** *String*
 
 ### Parameters in the strategy
 
diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py
index cefa86927..121bd23b4 100644
--- a/freqtrade/configuration/arguments.py
+++ b/freqtrade/configuration/arguments.py
@@ -51,7 +51,7 @@ ARGS_CONVERT_DATA = ["pairs", "format_from", "format_to"]
 ARGS_CONVERT_DATA_OHLCV = ARGS_CONVERT_DATA + ["timeframes"]
 
 ARGS_DOWNLOAD_DATA = ["pairs", "pairs_file", "days", "download_trades", "exchange",
-                      "timeframes", "erase"]
+                      "timeframes", "erase", "dataformat_ohlcv", "dataformat_trades"]
 
 ARGS_PLOT_DATAFRAME = ["pairs", "indicators1", "indicators2", "plot_limit",
                        "db_url", "trade_source", "export", "exportfilename",
diff --git a/freqtrade/configuration/cli_options.py b/freqtrade/configuration/cli_options.py
index ffaf9ea66..c80bea393 100644
--- a/freqtrade/configuration/cli_options.py
+++ b/freqtrade/configuration/cli_options.py
@@ -344,6 +344,18 @@ AVAILABLE_CLI_OPTIONS = {
         choices=constants.AVAILABLE_DATAHANDLERS,
         required=True,
     ),
+    "dataformat_ohlcv": Arg(
+        '--data-format',
+        help='Storage format for downloaded ohlcv data. (default: `%(default)s`).',
+        choices=constants.AVAILABLE_DATAHANDLERS,
+        default='json'
+    ),
+    "dataformat_trades": Arg(
+        '--data-format-trades',
+        help='Storage format for downloaded trades data. (default: `%(default)s`).',
+        choices=constants.AVAILABLE_DATAHANDLERS,
+        default='jsongz'
+    ),
     "exchange": Arg(
         '--exchange',
         help=f'Exchange name (default: `{constants.DEFAULT_EXCHANGE}`). '
diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index f73b52c10..aa453a392 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -339,9 +339,16 @@ class Configuration:
 
         self._args_to_config(config, argname='days',
                              logstring='Detected --days: {}')
+
         self._args_to_config(config, argname='download_trades',
                              logstring='Detected --dl-trades: {}')
 
+        self._args_to_config(config, argname='dataformat_ohlcv',
+                             logstring='Using "{}" to store OHLCV data.')
+
+        self._args_to_config(config, argname='dataformat_trade',
+                             logstring='Using "{}" to store trades data.')
+
     def _process_runmode(self, config: Dict[str, Any]) -> None:
 
         if not self.runmode:
diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 8d9cde98b..95ec71552 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -216,17 +216,17 @@ CONF_SCHEMA = {
                 'process_throttle_secs': {'type': 'integer'},
                 'interval': {'type': 'integer'},
                 'sd_notify': {'type': 'boolean'},
-                'dataformat_ohlcv': {
-                    'type': 'string',
+            }
+        },
+        'dataformat_ohlcv': {
+            'type': 'string',
                     'enum': AVAILABLE_DATAHANDLERS,
                     'default': 'json'
-                },
-                'dataformat_trades': {
-                    'type': 'string',
+        },
+        'dataformat_trades': {
+            'type': 'string',
                     'enum': AVAILABLE_DATAHANDLERS,
                     'default': 'jsongz'
-                }
-            }
         }
     },
     'definitions': {
diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index 9dad90864..c06b14b4a 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -178,7 +178,7 @@ def _download_pair_history(datadir: Path,
     :param timerange: range of time to download
     :return: bool with success state
     """
-    data_handler = get_datahandler(datadir)
+    data_handler = get_datahandler(datadir, data_handler=data_handler)
 
     try:
         logger.info(
@@ -327,12 +327,14 @@ def refresh_backtest_trades_data(exchange: Exchange, pairs: List[str], datadir:
 
 
 def convert_trades_to_ohlcv(pairs: List[str], timeframes: List[str],
-                            datadir: Path, timerange: TimeRange, erase=False) -> None:
+                            datadir: Path, timerange: TimeRange, erase=False,
+                            data_format_ohlcv: str = 'json',
+                            data_format_trades: str = 'jsongz') -> None:
     """
     Convert stored trades data to ohlcv data
     """
-    data_handler_trades = get_datahandler(datadir, data_format='jsongz')
-    data_handler_ohlcv = get_datahandler(datadir, data_format='json')
+    data_handler_trades = get_datahandler(datadir, data_format=data_format_trades)
+    data_handler_ohlcv = get_datahandler(datadir, data_format=data_format_ohlcv)
 
     for pair in pairs:
         trades = data_handler_trades.trades_load(pair)
diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 5f646cc7a..81d41f28a 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -204,16 +204,22 @@ def start_download_data(args: Dict[str, Any]) -> None:
         if config.get('download_trades'):
             pairs_not_available = refresh_backtest_trades_data(
                 exchange, pairs=config["pairs"], datadir=config['datadir'],
-                timerange=timerange, erase=config.get("erase"))
+                timerange=timerange, erase=config.get("erase"),
+                data_format=config['dataformat_trades'])
 
             # Convert downloaded trade data to different timeframes
             convert_trades_to_ohlcv(
                 pairs=config["pairs"], timeframes=config["timeframes"],
-                datadir=config['datadir'], timerange=timerange, erase=config.get("erase"))
+                datadir=config['datadir'], timerange=timerange, erase=config.get("erase"),
+                data_format_ohlcv=config['dataformat_ohlcv'],
+                data_format_trades=config['dataformat_trades'],
+                )
+
         else:
             pairs_not_available = refresh_backtest_ohlcv_data(
                 exchange, pairs=config["pairs"], timeframes=config["timeframes"],
-                datadir=config['datadir'], timerange=timerange, erase=config.get("erase"))
+                datadir=config['datadir'], timerange=timerange, erase=config.get("erase"),
+                data_format=config['dataformat_ohlcv'])
 
     except KeyboardInterrupt:
         sys.exit("SIGINT received, aborting ...")

From b37b5c3d90440d8d3afe098f8668d463a67c33c2 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 28 Dec 2019 07:02:46 +0100
Subject: [PATCH 0136/1106] Remove Explicit datadir conversation

---
 freqtrade/utils.py | 14 ++++++--------
 1 file changed, 6 insertions(+), 8 deletions(-)

diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 81d41f28a..f5865f1db 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -251,16 +251,15 @@ def start_list_strategies(args: Dict[str, Any]) -> None:
 def convert_trades_format(config: Dict[str, Any], convert_from: str, convert_to: str):
     """
     TODO: move this to converter.py (?)
-    TODO: remove Path conversation once PR is merged and this is rebased
     """
     SrcClass = get_datahandlerclass(convert_from)
     TrgClass = get_datahandlerclass(convert_to)
 
     if 'pairs' not in config:
-        config['pairs'] = SrcClass.trades_get_pairs(Path(config['datadir']))
+        config['pairs'] = SrcClass.trades_get_pairs(config['datadir'])
     logger.info(f"Converting trades for {config['pairs']}")
-    src = SrcClass(Path(config['datadir']))
-    trg = TrgClass(Path(config['datadir']))
+    src = SrcClass(config['datadir'])
+    trg = TrgClass(config['datadir'])
     for pair in config['pairs']:
         data = src.trades_load(pair=pair)
         logger.info(f"Converting {len(data)} trades for {pair}")
@@ -270,7 +269,6 @@ def convert_trades_format(config: Dict[str, Any], convert_from: str, convert_to:
 def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to: str):
     """
     TODO: move this to converter.py (?)
-    TODO: remove Path conversation once PR is merged and this is rebased
     """
     SrcClass = get_datahandlerclass(convert_from)
     TrgClass = get_datahandlerclass(convert_to)
@@ -281,12 +279,12 @@ def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to:
         config['pairs'] = []
         # Check timeframes or fall back to ticker_interval.
         for timeframe in timeframes:
-            config['pairs'].extend(SrcClass.ohlcv_get_pairs(Path(config['datadir']),
+            config['pairs'].extend(SrcClass.ohlcv_get_pairs(config['datadir'],
                                                             timeframe))
     logger.info(f"Converting OHLCV for {config['pairs']}")
 
-    src = SrcClass(Path(config['datadir']))
-    trg = TrgClass(Path(config['datadir']))
+    src = SrcClass(config['datadir'])
+    trg = TrgClass(config['datadir'])
 
     for timeframe in timeframes:
         for pair in config['pairs']:

From 68604911891d7f0f9eaf2d9f2636f2110cc806c3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 28 Dec 2019 09:59:47 +0100
Subject: [PATCH 0137/1106] Rename datahandler module to history module

Also move previous history.py into this module - so everything is
bundled
---
 freqtrade/data/datahandlers/__init__.py       | 36 -----------------
 freqtrade/data/history/__init__.py            | 14 +++++++
 .../{history.py => history/history_utils.py}  | 11 +----
 .../{datahandlers => history}/idatahandler.py | 40 +++++++++++++++++--
 .../jsondatahandler.py                        |  0
 freqtrade/utils.py                            |  2 +-
 tests/data/test_history.py                    | 33 ++++++++-------
 tests/optimize/test_backtesting.py            |  3 +-
 8 files changed, 71 insertions(+), 68 deletions(-)
 delete mode 100644 freqtrade/data/datahandlers/__init__.py
 create mode 100644 freqtrade/data/history/__init__.py
 rename freqtrade/data/{history.py => history/history_utils.py} (98%)
 rename freqtrade/data/{datahandlers => history}/idatahandler.py (76%)
 rename freqtrade/data/{datahandlers => history}/jsondatahandler.py (100%)

diff --git a/freqtrade/data/datahandlers/__init__.py b/freqtrade/data/datahandlers/__init__.py
deleted file mode 100644
index a21dd832d..000000000
--- a/freqtrade/data/datahandlers/__init__.py
+++ /dev/null
@@ -1,36 +0,0 @@
-from typing import Type
-from pathlib import Path
-from .idatahandler import IDataHandler
-
-
-def get_datahandlerclass(datatype: str) -> Type[IDataHandler]:
-    """
-    Get datahandler class.
-    Could be done using Resolvers, but since this may be called often and resolvers
-    are rather expensive, doing this directly should improve performance.
-    :param datatype: datatype to use.
-    :return: Datahandler class
-    """
-
-    if datatype == 'json':
-        from .jsondatahandler import JsonDataHandler
-        return JsonDataHandler
-    elif datatype == 'jsongz':
-        from .jsondatahandler import JsonGzDataHandler
-        return JsonGzDataHandler
-    else:
-        raise ValueError(f"No datahandler for datatype {datatype} available.")
-
-
-def get_datahandler(datadir: Path, data_format: str = None,
-                    data_handler: IDataHandler = None) -> IDataHandler:
-    """
-    :param datadir: Folder to save data
-    :data_format: dataformat to use
-    :data_handler: returns this datahandler if it exists or initializes a new one
-    """
-
-    if not data_handler:
-        HandlerClass = get_datahandlerclass(data_format or 'json')
-        data_handler = HandlerClass(datadir)
-    return data_handler
diff --git a/freqtrade/data/history/__init__.py b/freqtrade/data/history/__init__.py
new file mode 100644
index 000000000..572c063fc
--- /dev/null
+++ b/freqtrade/data/history/__init__.py
@@ -0,0 +1,14 @@
+"""
+Handle historic data (ohlcv).
+
+Includes:
+* load data for a pair (or a list of pairs) from disk
+* download data from exchange and store to disk
+"""
+
+from .history_utils import (convert_trades_to_ohlcv,  # noqa: F401
+                            get_timerange, load_data, load_pair_history,
+                            refresh_backtest_ohlcv_data,
+                            refresh_backtest_trades_data, refresh_data,
+                            validate_backtest_data)
+from .idatahandler import get_datahandler, get_datahandlerclass  # noqa: F401
diff --git a/freqtrade/data/history.py b/freqtrade/data/history/history_utils.py
similarity index 98%
rename from freqtrade/data/history.py
rename to freqtrade/data/history/history_utils.py
index c06b14b4a..42f1c9be7 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history/history_utils.py
@@ -1,11 +1,3 @@
-"""
-Handle historic data (ohlcv).
-
-Includes:
-* load data for a pair (or a list of pairs) from disk
-* download data from exchange and store to disk
-"""
-
 import logging
 import operator
 from datetime import datetime, timezone
@@ -19,8 +11,7 @@ from freqtrade import OperationalException
 from freqtrade.configuration import TimeRange
 from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS
 from freqtrade.data.converter import parse_ticker_dataframe, trades_to_ohlcv
-from freqtrade.data.datahandlers import get_datahandler
-from freqtrade.data.datahandlers.idatahandler import IDataHandler
+from freqtrade.data.history.idatahandler import IDataHandler, get_datahandler
 from freqtrade.exchange import Exchange
 
 logger = logging.getLogger(__name__)
diff --git a/freqtrade/data/datahandlers/idatahandler.py b/freqtrade/data/history/idatahandler.py
similarity index 76%
rename from freqtrade/data/datahandlers/idatahandler.py
rename to freqtrade/data/history/idatahandler.py
index b80b8cfcc..cee43dcef 100644
--- a/freqtrade/data/datahandlers/idatahandler.py
+++ b/freqtrade/data/history/idatahandler.py
@@ -6,13 +6,14 @@ It's subclasses handle and storing data from disk.
 import logging
 from abc import ABC, abstractclassmethod, abstractmethod
 from copy import deepcopy
-from pathlib import Path
-from typing import Dict, List, Optional
 from datetime import datetime, timezone
+from pathlib import Path
+from typing import Dict, List, Optional, Type
+
 from pandas import DataFrame
-from freqtrade.data.converter import clean_ohlcv_dataframe, trim_dataframe
 
 from freqtrade.configuration import TimeRange
+from freqtrade.data.converter import clean_ohlcv_dataframe, trim_dataframe
 from freqtrade.exchange import timeframe_to_seconds
 
 logger = logging.getLogger(__name__)
@@ -89,3 +90,36 @@ class IDataHandler(ABC):
             if pairdata.iloc[-1]['date'] < stop:
                 logger.warning(f"Missing data at end for pair {pair}, "
                                f"data ends at {pairdata.iloc[-1]['date']:%Y-%m-%d %H:%M:%S}")
+
+
+def get_datahandlerclass(datatype: str) -> Type[IDataHandler]:
+    """
+    Get datahandler class.
+    Could be done using Resolvers, but since this may be called often and resolvers
+    are rather expensive, doing this directly should improve performance.
+    :param datatype: datatype to use.
+    :return: Datahandler class
+    """
+
+    if datatype == 'json':
+        from .jsondatahandler import JsonDataHandler
+        return JsonDataHandler
+    elif datatype == 'jsongz':
+        from .jsondatahandler import JsonGzDataHandler
+        return JsonGzDataHandler
+    else:
+        raise ValueError(f"No datahandler for datatype {datatype} available.")
+
+
+def get_datahandler(datadir: Path, data_format: str = None,
+                    data_handler: IDataHandler = None) -> IDataHandler:
+    """
+    :param datadir: Folder to save data
+    :data_format: dataformat to use
+    :data_handler: returns this datahandler if it exists or initializes a new one
+    """
+
+    if not data_handler:
+        HandlerClass = get_datahandlerclass(data_format or 'json')
+        data_handler = HandlerClass(datadir)
+    return data_handler
diff --git a/freqtrade/data/datahandlers/jsondatahandler.py b/freqtrade/data/history/jsondatahandler.py
similarity index 100%
rename from freqtrade/data/datahandlers/jsondatahandler.py
rename to freqtrade/data/history/jsondatahandler.py
diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index f5865f1db..1bb0f611a 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -17,8 +17,8 @@ from freqtrade.configuration import (Configuration, TimeRange,
 from freqtrade.configuration.directory_operations import (copy_sample_files,
                                                           create_userdata_dir)
 from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGY
-from freqtrade.data.datahandlers import get_datahandlerclass
 from freqtrade.data.history import (convert_trades_to_ohlcv,
+                                    get_datahandlerclass,
                                     refresh_backtest_ohlcv_data,
                                     refresh_backtest_trades_data)
 from freqtrade.exchange import (available_exchanges, ccxt_exchanges,
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 726b6d3a7..f84e819ad 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -13,18 +13,15 @@ from pandas.testing import assert_frame_equal
 
 from freqtrade.configuration import TimeRange
 from freqtrade.data.converter import parse_ticker_dataframe
-from freqtrade.data.datahandlers import get_datahandler, get_datahandlerclass
-from freqtrade.data.datahandlers.idatahandler import IDataHandler
-from freqtrade.data.datahandlers.jsondatahandler import (JsonDataHandler,
-                                                         JsonGzDataHandler)
-from freqtrade.data.history import (_download_pair_history,
-                                    _download_trades_history,
-                                    _load_cached_data_for_updating,
-                                    convert_trades_to_ohlcv, get_timerange,
-                                    load_data, load_pair_history,
-                                    refresh_backtest_ohlcv_data,
-                                    refresh_backtest_trades_data, refresh_data,
-                                    validate_backtest_data)
+from freqtrade.data.history import get_datahandler, get_datahandlerclass
+from freqtrade.data.history.history_utils import (
+    _download_pair_history, _download_trades_history,
+    _load_cached_data_for_updating, convert_trades_to_ohlcv, get_timerange,
+    load_data, load_pair_history, refresh_backtest_ohlcv_data,
+    refresh_backtest_trades_data, refresh_data, validate_backtest_data)
+from freqtrade.data.history.idatahandler import IDataHandler
+from freqtrade.data.history.jsondatahandler import (JsonDataHandler,
+                                                    JsonGzDataHandler)
 from freqtrade.exchange import timeframe_to_minutes
 from freqtrade.misc import file_dump_json
 from freqtrade.strategy.default_strategy import DefaultStrategy
@@ -100,7 +97,7 @@ def test_load_data_1min_ticker(ticker_history, mocker, caplog, testdatadir) -> N
 
 def test_load_data_startup_candles(mocker, caplog, default_conf, testdatadir) -> None:
     ltfmock = mocker.patch(
-        'freqtrade.data.datahandlers.jsondatahandler.JsonDataHandler._ohlcv_load',
+        'freqtrade.data.history.jsondatahandler.JsonDataHandler._ohlcv_load',
         MagicMock(return_value=DataFrame()))
     timerange = TimeRange('date', None, 1510639620, 0)
     load_pair_history(pair='UNITTEST/BTC', timeframe='1m',
@@ -271,7 +268,7 @@ def test_download_pair_history2(mocker, default_conf, testdatadir) -> None:
         [1509836580000, 0.00161, 0.00161, 0.00161, 0.00161, 82.390199]
     ]
     json_dump_mock = mocker.patch(
-        'freqtrade.data.datahandlers.jsondatahandler.JsonDataHandler.ohlcv_store',
+        'freqtrade.data.history.jsondatahandler.JsonDataHandler.ohlcv_store',
         return_value=None)
     mocker.patch('freqtrade.exchange.Exchange.get_historic_ohlcv', return_value=tick)
     exchange = get_patched_exchange(mocker, default_conf)
@@ -444,7 +441,8 @@ def test_validate_backtest_data(default_conf, mocker, caplog, testdatadir) -> No
 
 
 def test_refresh_backtest_ohlcv_data(mocker, default_conf, markets, caplog, testdatadir):
-    dl_mock = mocker.patch('freqtrade.data.history._download_pair_history', MagicMock())
+    dl_mock = mocker.patch('freqtrade.data.history.history_utils._download_pair_history',
+                           MagicMock())
     mocker.patch(
         'freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets)
     )
@@ -465,7 +463,7 @@ def test_refresh_backtest_ohlcv_data(mocker, default_conf, markets, caplog, test
 
 
 def test_download_data_no_markets(mocker, default_conf, caplog, testdatadir):
-    dl_mock = mocker.patch('freqtrade.data.history._download_pair_history', MagicMock())
+    dl_mock = mocker.patch('freqtrade.data.history.history_utils._download_pair_history', MagicMock())
 
     ex = get_patched_exchange(mocker, default_conf)
     mocker.patch(
@@ -485,7 +483,8 @@ def test_download_data_no_markets(mocker, default_conf, caplog, testdatadir):
 
 
 def test_refresh_backtest_trades_data(mocker, default_conf, markets, caplog, testdatadir):
-    dl_mock = mocker.patch('freqtrade.data.history._download_trades_history', MagicMock())
+    dl_mock = mocker.patch('freqtrade.data.history.history_utils._download_trades_history',
+                           MagicMock())
     mocker.patch(
         'freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets)
     )
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 447f0052b..427e6c422 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -460,7 +460,8 @@ def test_backtesting_start_no_data(default_conf, mocker, caplog, testdatadir) ->
     def get_timerange(input1):
         return Arrow(2017, 11, 14, 21, 17), Arrow(2017, 11, 14, 22, 59)
 
-    mocker.patch('freqtrade.data.history.load_pair_history', MagicMock(return_value=pd.DataFrame()))
+    mocker.patch('freqtrade.data.history.history_utils.load_pair_history',
+                 MagicMock(return_value=pd.DataFrame()))
     mocker.patch('freqtrade.data.history.get_timerange', get_timerange)
     mocker.patch('freqtrade.exchange.Exchange.refresh_latest_ohlcv', MagicMock())
     patch_exchange(mocker)

From 525550e4c75af8ae2c863e16a8fc0c47c367ae70 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 28 Dec 2019 10:01:54 +0100
Subject: [PATCH 0138/1106] Fix typo in parameter transition

---
 freqtrade/configuration/configuration.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index aa453a392..99ca84f34 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -346,7 +346,7 @@ class Configuration:
         self._args_to_config(config, argname='dataformat_ohlcv',
                              logstring='Using "{}" to store OHLCV data.')
 
-        self._args_to_config(config, argname='dataformat_trade',
+        self._args_to_config(config, argname='dataformat_trades',
                              logstring='Using "{}" to store trades data.')
 
     def _process_runmode(self, config: Dict[str, Any]) -> None:

From 28787a001ce03790bb4848ca55b09ebdf817aa17 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 28 Dec 2019 10:27:49 +0100
Subject: [PATCH 0139/1106] Move convert functions to convert module

---
 freqtrade/configuration/arguments.py      |  2 +-
 freqtrade/data/converter.py               | 62 +++++++++++++++++++++++
 freqtrade/data/history/jsondatahandler.py |  2 +
 freqtrade/utils.py                        | 58 +++------------------
 tests/data/test_history.py                |  3 +-
 5 files changed, 73 insertions(+), 54 deletions(-)

diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py
index 121bd23b4..2b9b362bf 100644
--- a/freqtrade/configuration/arguments.py
+++ b/freqtrade/configuration/arguments.py
@@ -47,7 +47,7 @@ ARGS_BUILD_STRATEGY = ["user_data_dir", "strategy", "template"]
 
 ARGS_BUILD_HYPEROPT = ["user_data_dir", "hyperopt", "template"]
 
-ARGS_CONVERT_DATA = ["pairs", "format_from", "format_to"]
+ARGS_CONVERT_DATA = ["pairs", "format_from", "format_to", "erase"]
 ARGS_CONVERT_DATA_OHLCV = ARGS_CONVERT_DATA + ["timeframes"]
 
 ARGS_DOWNLOAD_DATA = ["pairs", "pairs_file", "days", "download_trades", "exchange",
diff --git a/freqtrade/data/converter.py b/freqtrade/data/converter.py
index 41a843e36..c6ec4fa2b 100644
--- a/freqtrade/data/converter.py
+++ b/freqtrade/data/converter.py
@@ -3,6 +3,7 @@ Functions to convert data from one format to another
 """
 import logging
 from datetime import datetime, timezone
+from typing import Any, Dict
 
 import pandas as pd
 from pandas import DataFrame, to_datetime
@@ -175,3 +176,64 @@ def trades_to_ohlcv(trades: list, timeframe: str) -> DataFrame:
     # Drop 0 volume rows
     df_new = df_new.dropna()
     return df_new[DEFAULT_DATAFRAME_COLUMNS]
+
+
+def convert_trades_format(config: Dict[str, Any], convert_from: str, convert_to: str, erase: bool):
+    """
+    Convert trades from one format to another format.
+    :param config: Config dictionary
+    :param convert_from: Source format
+    :param convert_to: Target format
+    :param erase: Erase souce data (does not apply if source and target format are identical)
+    """
+    from freqtrade.data.history.idatahandler import get_datahandler
+    src = get_datahandler(config['datadir'], convert_from)
+    trg = get_datahandler(config['datadir'], convert_to)
+
+    if 'pairs' not in config:
+        config['pairs'] = src.trades_get_pairs(config['datadir'])
+    logger.info(f"Converting trades for {config['pairs']}")
+
+    for pair in config['pairs']:
+        data = src.trades_load(pair=pair)
+        logger.info(f"Converting {len(data)} trades for {pair}")
+        trg.trades_store(pair, data)
+        if erase and convert_from != convert_to:
+            logger.info(f"Deleting source Trade data for {pair}.")
+            src.trades_purge(pair=pair)
+
+
+def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to: str, erase: bool):
+    """
+    Convert ohlcv from one format to another format.
+    :param config: Config dictionary
+    :param convert_from: Source format
+    :param convert_to: Target format
+    :param erase: Erase souce data (does not apply if source and target format are identical)
+    """
+    from freqtrade.data.history.idatahandler import get_datahandler
+    src = get_datahandler(config['datadir'], convert_from)
+    trg = get_datahandler(config['datadir'], convert_to)
+    timeframes = config.get('timeframes', [config.get('ticker_interval')])
+    logger.info(f"Converting OHLCV for timeframe {timeframes}")
+
+    if 'pairs' not in config:
+        config['pairs'] = []
+        # Check timeframes or fall back to ticker_interval.
+        for timeframe in timeframes:
+            config['pairs'].extend(src.ohlcv_get_pairs(config['datadir'],
+                                                       timeframe))
+    logger.info(f"Converting OHLCV for {config['pairs']}")
+
+    for timeframe in timeframes:
+        for pair in config['pairs']:
+            data = src.ohlcv_load(pair=pair, timeframe=timeframe,
+                                  timerange=None,
+                                  fill_missing=False,
+                                  drop_incomplete=False,
+                                  startup_candles=0)
+            logger.info(f"Converting {len(data)} candles for {pair}")
+            trg.ohlcv_store(pair=pair, timeframe=timeframe, data=data)
+            if erase and convert_from != convert_to:
+                logger.info(f"Deleting source data for {pair} / {timeframe}")
+                src.ohlcv_purge(pair=pair, timeframe=timeframe)
diff --git a/freqtrade/data/history/jsondatahandler.py b/freqtrade/data/history/jsondatahandler.py
index f40cf969f..14f643705 100644
--- a/freqtrade/data/history/jsondatahandler.py
+++ b/freqtrade/data/history/jsondatahandler.py
@@ -62,6 +62,8 @@ class JsonDataHandler(IDataHandler):
         :param pair: Pair to load data
         :param timeframe: Ticker timeframe (e.g. "5m")
         :param timerange: Limit data to be loaded to this timerange.
+                        Optionally implemented by subclasses to avoid loading
+                        all data where possible.
         :return: DataFrame with ohlcv data, or empty DataFrame
         """
         filename = self._pair_data_filename(self._datadir, pair, timeframe)
diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 1bb0f611a..b0ef7241b 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -17,8 +17,9 @@ from freqtrade.configuration import (Configuration, TimeRange,
 from freqtrade.configuration.directory_operations import (copy_sample_files,
                                                           create_userdata_dir)
 from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGY
+from freqtrade.data.converter import (convert_ohlcv_format,
+                                      convert_trades_format)
 from freqtrade.data.history import (convert_trades_to_ohlcv,
-                                    get_datahandlerclass,
                                     refresh_backtest_ohlcv_data,
                                     refresh_backtest_trades_data)
 from freqtrade.exchange import (available_exchanges, ccxt_exchanges,
@@ -248,55 +249,6 @@ def start_list_strategies(args: Dict[str, Any]) -> None:
         print(tabulate(strats_to_print, headers='keys', tablefmt='pipe'))
 
 
-def convert_trades_format(config: Dict[str, Any], convert_from: str, convert_to: str):
-    """
-    TODO: move this to converter.py (?)
-    """
-    SrcClass = get_datahandlerclass(convert_from)
-    TrgClass = get_datahandlerclass(convert_to)
-
-    if 'pairs' not in config:
-        config['pairs'] = SrcClass.trades_get_pairs(config['datadir'])
-    logger.info(f"Converting trades for {config['pairs']}")
-    src = SrcClass(config['datadir'])
-    trg = TrgClass(config['datadir'])
-    for pair in config['pairs']:
-        data = src.trades_load(pair=pair)
-        logger.info(f"Converting {len(data)} trades for {pair}")
-        trg.trades_store(pair, data)
-
-
-def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to: str):
-    """
-    TODO: move this to converter.py (?)
-    """
-    SrcClass = get_datahandlerclass(convert_from)
-    TrgClass = get_datahandlerclass(convert_to)
-    timeframes = config.get('timeframes', [config.get('ticker_interval')])
-    logger.info(f"Converting OHLCV for timeframe {timeframes}")
-
-    if 'pairs' not in config:
-        config['pairs'] = []
-        # Check timeframes or fall back to ticker_interval.
-        for timeframe in timeframes:
-            config['pairs'].extend(SrcClass.ohlcv_get_pairs(config['datadir'],
-                                                            timeframe))
-    logger.info(f"Converting OHLCV for {config['pairs']}")
-
-    src = SrcClass(config['datadir'])
-    trg = TrgClass(config['datadir'])
-
-    for timeframe in timeframes:
-        for pair in config['pairs']:
-            data = src.ohlcv_load(pair=pair, timeframe=timeframe,
-                                  timerange=None,
-                                  fill_missing=False,
-                                  drop_incomplete=False,
-                                  startup_candles=0)
-            logger.info(f"Converting {len(data)} candles for {pair}")
-            trg.ohlcv_store(pair=pair, timeframe=timeframe, data=data)
-
-
 def start_convert_data(args: Dict[str, Any], ohlcv: bool = True) -> None:
     """
     Convert data from one format to another
@@ -304,10 +256,12 @@ def start_convert_data(args: Dict[str, Any], ohlcv: bool = True) -> None:
     config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
     if ohlcv:
         convert_ohlcv_format(config,
-                             convert_from=args['format_from'], convert_to=args['format_to'])
+                             convert_from=args['format_from'], convert_to=args['format_to'],
+                             erase=args['erase'])
     else:
         convert_trades_format(config,
-                              convert_from=args['format_from'], convert_to=args['format_to'])
+                              convert_from=args['format_from'], convert_to=args['format_to'],
+                              erase=args['erase'])
 
 
 def start_list_timeframes(args: Dict[str, Any]) -> None:
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index f84e819ad..404f52e87 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -463,7 +463,8 @@ def test_refresh_backtest_ohlcv_data(mocker, default_conf, markets, caplog, test
 
 
 def test_download_data_no_markets(mocker, default_conf, caplog, testdatadir):
-    dl_mock = mocker.patch('freqtrade.data.history.history_utils._download_pair_history', MagicMock())
+    dl_mock = mocker.patch('freqtrade.data.history.history_utils._download_pair_history',
+                           MagicMock())
 
     ex = get_patched_exchange(mocker, default_conf)
     mocker.patch(

From e7054adc496d54b060ea579d650e6d208f2be12a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 28 Dec 2019 10:37:34 +0100
Subject: [PATCH 0140/1106] Add tests for start_convert_data

---
 tests/test_utils.py | 58 +++++++++++++++++++++++++++++++++++++++------
 1 file changed, 51 insertions(+), 7 deletions(-)

diff --git a/tests/test_utils.py b/tests/test_utils.py
index 4cf7b5f23..e384a7633 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -6,13 +6,13 @@ import pytest
 
 from freqtrade import OperationalException
 from freqtrade.state import RunMode
-from freqtrade.utils import (setup_utils_configuration, start_create_userdir,
-                             start_download_data, start_hyperopt_list,
-                             start_hyperopt_show, start_list_exchanges,
-                             start_list_markets, start_list_strategies,
-                             start_list_timeframes, start_new_hyperopt,
-                             start_new_strategy, start_test_pairlist,
-                             start_trading)
+from freqtrade.utils import (setup_utils_configuration, start_convert_data,
+                             start_create_userdir, start_download_data,
+                             start_hyperopt_list, start_hyperopt_show,
+                             start_list_exchanges, start_list_markets,
+                             start_list_strategies, start_list_timeframes,
+                             start_new_hyperopt, start_new_strategy,
+                             start_test_pairlist, start_trading)
 from tests.conftest import (get_args, log_has, log_has_re, patch_exchange,
                             patched_configuration_load_config_file)
 
@@ -821,3 +821,47 @@ def test_hyperopt_show(mocker, capsys, hyperopt_results):
     with pytest.raises(OperationalException,
                        match="The index of the epoch to show should be less than 4."):
         start_hyperopt_show(pargs)
+
+
+def test_convert_data(mocker, testdatadir):
+    ohlcv_mock = mocker.patch("freqtrade.utils.convert_ohlcv_format", MagicMock())
+    trades_mock = mocker.patch("freqtrade.utils.convert_trades_format", MagicMock())
+    args = [
+        "convert-data",
+        "--format-from",
+        "json",
+        "--format-to",
+        "jsongz",
+        "--datadir",
+        str(testdatadir),
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_convert_data(pargs, True)
+    assert trades_mock.call_count == 0
+    assert ohlcv_mock.call_count == 1
+    assert ohlcv_mock.call_args[1]['convert_from'] == 'json'
+    assert ohlcv_mock.call_args[1]['convert_to'] == 'jsongz'
+    assert ohlcv_mock.call_args[1]['erase'] is False
+
+
+def test_convert_data_trades(mocker, testdatadir):
+    ohlcv_mock = mocker.patch("freqtrade.utils.convert_ohlcv_format", MagicMock())
+    trades_mock = mocker.patch("freqtrade.utils.convert_trades_format", MagicMock())
+    args = [
+        "convert-trade-data",
+        "--format-from",
+        "jsongz",
+        "--format-to",
+        "json",
+        "--datadir",
+        str(testdatadir),
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_convert_data(pargs, False)
+    assert ohlcv_mock.call_count == 0
+    assert trades_mock.call_count == 1
+    assert trades_mock.call_args[1]['convert_from'] == 'jsongz'
+    assert trades_mock.call_args[1]['convert_to'] == 'json'
+    assert trades_mock.call_args[1]['erase'] is False

From 70f3ff046128491ca2310f967020308b92319c68 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 28 Dec 2019 10:45:26 +0100
Subject: [PATCH 0141/1106] Add test for convert_trades_Format

---
 tests/data/test_converter.py | 32 +++++++++++++++++++++++++++++++-
 1 file changed, 31 insertions(+), 1 deletion(-)

diff --git a/tests/data/test_converter.py b/tests/data/test_converter.py
index eb8a8e513..ac5472221 100644
--- a/tests/data/test_converter.py
+++ b/tests/data/test_converter.py
@@ -2,11 +2,13 @@
 import logging
 
 from freqtrade.configuration.timerange import TimeRange
-from freqtrade.data.converter import (ohlcv_fill_up_missing_data,
+from freqtrade.data.converter import (convert_trades_format,
+                                      ohlcv_fill_up_missing_data,
                                       parse_ticker_dataframe, trim_dataframe)
 from freqtrade.data.history import (get_timerange, load_data,
                                     load_pair_history, validate_backtest_data)
 from tests.conftest import log_has
+from tests.data.test_history import _backup_file, _clean_test_file
 
 
 def test_dataframe_correct_columns(result):
@@ -188,3 +190,31 @@ def test_trim_dataframe(testdatadir) -> None:
     assert len(data_modify) == len(data) - 55
     # first row matches 25th original row
     assert all(data_modify.iloc[0] == data.iloc[25])
+
+
+def test_convert_trades_format(mocker, default_conf, testdatadir):
+    file = testdatadir / "XRP_ETH-trades.json.gz"
+    file_new = testdatadir / "XRP_ETH-trades.json"
+    _backup_file(file, copy_file=True)
+    default_conf['datadir'] = testdatadir
+
+    assert not file_new.exists()
+
+    convert_trades_format(default_conf, convert_from='jsongz',
+                          convert_to='json', erase=False)
+
+    assert file_new.exists()
+    assert file.exists()
+
+    # Remove original file
+    file.unlink()
+    # Convert back
+    convert_trades_format(default_conf, convert_from='json',
+                          convert_to='jsongz', erase=True)
+
+    assert file.exists()
+    assert not file_new.exists()
+
+    _clean_test_file(file)
+    if file_new.exists():
+        file_new.unlink()

From 9e4fc00a0ffcc80dc5ddb91c2961f5cbc81d48a7 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 28 Dec 2019 10:54:10 +0100
Subject: [PATCH 0142/1106] Add test for convert_ohlcv

---
 freqtrade/data/converter.py  |  2 ++
 tests/data/test_converter.py | 45 +++++++++++++++++++++++++++++++++++-
 2 files changed, 46 insertions(+), 1 deletion(-)

diff --git a/freqtrade/data/converter.py b/freqtrade/data/converter.py
index c6ec4fa2b..abc754df0 100644
--- a/freqtrade/data/converter.py
+++ b/freqtrade/data/converter.py
@@ -135,6 +135,7 @@ def trim_dataframe(df: DataFrame, timerange: TimeRange, df_date_col: str = 'date
 
 def order_book_to_dataframe(bids: list, asks: list) -> DataFrame:
     """
+    TODO: This should get a dedicated test
     Gets order book list, returns dataframe with below format per suggested by creslin
     -------------------------------------------------------------------
      b_sum       b_size       bids       asks       a_size       a_sum
@@ -160,6 +161,7 @@ def order_book_to_dataframe(bids: list, asks: list) -> DataFrame:
 def trades_to_ohlcv(trades: list, timeframe: str) -> DataFrame:
     """
     Converts trades list to ohlcv list
+    TODO: This should get a dedicated test
     :param trades: List of trades, as returned by ccxt.fetch_trades.
     :param timeframe: Ticker timeframe to resample data to
     :return: ohlcv Dataframe.
diff --git a/tests/data/test_converter.py b/tests/data/test_converter.py
index ac5472221..a0ec2f46f 100644
--- a/tests/data/test_converter.py
+++ b/tests/data/test_converter.py
@@ -2,7 +2,8 @@
 import logging
 
 from freqtrade.configuration.timerange import TimeRange
-from freqtrade.data.converter import (convert_trades_format,
+from freqtrade.data.converter import (convert_ohlcv_format,
+                                      convert_trades_format,
                                       ohlcv_fill_up_missing_data,
                                       parse_ticker_dataframe, trim_dataframe)
 from freqtrade.data.history import (get_timerange, load_data,
@@ -218,3 +219,45 @@ def test_convert_trades_format(mocker, default_conf, testdatadir):
     _clean_test_file(file)
     if file_new.exists():
         file_new.unlink()
+
+
+def test_convert_ohlcv_format(mocker, default_conf, testdatadir):
+    file1 = testdatadir / "XRP_ETH-5m.json"
+    file1_new = testdatadir / "XRP_ETH-5m.json.gz"
+    file2 = testdatadir / "XRP_ETH-1m.json"
+    file2_new = testdatadir / "XRP_ETH-1m.json.gz"
+    _backup_file(file1, copy_file=True)
+    _backup_file(file2, copy_file=True)
+    default_conf['datadir'] = testdatadir
+    default_conf['pairs'] = ['XRP_ETH']
+    default_conf['timeframes'] = ['1m', '5m']
+
+    assert not file1_new.exists()
+    assert not file2_new.exists()
+
+    convert_ohlcv_format(default_conf, convert_from='json',
+                         convert_to='jsongz', erase=False)
+
+    assert file1_new.exists()
+    assert file2_new.exists()
+    assert file1.exists()
+    assert file2.exists()
+
+    # Remove original files
+    file1.unlink()
+    file2.unlink()
+    # Convert back
+    convert_ohlcv_format(default_conf, convert_from='jsongz',
+                         convert_to='json', erase=True)
+
+    assert file1.exists()
+    assert file2.exists()
+    assert not file1_new.exists()
+    assert not file2_new.exists()
+
+    _clean_test_file(file1)
+    _clean_test_file(file2)
+    if file1_new.exists():
+        file1_new.unlink()
+    if file2_new.exists():
+        file2_new.unlink()

From 66d18575a741057ac9a763b4b72a3e8cd91e7883 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 28 Dec 2019 11:10:31 +0100
Subject: [PATCH 0143/1106] Implement abstract interface

---
 freqtrade/data/history/idatahandler.py    | 97 ++++++++++++++++++++++-
 freqtrade/data/history/jsondatahandler.py |  1 -
 2 files changed, 96 insertions(+), 2 deletions(-)

diff --git a/freqtrade/data/history/idatahandler.py b/freqtrade/data/history/idatahandler.py
index cee43dcef..20022fc38 100644
--- a/freqtrade/data/history/idatahandler.py
+++ b/freqtrade/data/history/idatahandler.py
@@ -24,7 +24,102 @@ class IDataHandler(ABC):
     def __init__(self, datadir: Path) -> None:
         self._datadir = datadir
 
-    # TODO: create abstract interface
+    @abstractclassmethod
+    def ohlcv_get_pairs(cls, datadir: Path, timeframe: str) -> List[str]:
+        """
+        Returns a list of all pairs with ohlcv data available in this datadir
+        for the specified timeframe
+        :param datadir: Directory to search for ohlcv files
+        :param timeframe: Timeframe to search pairs for
+        :return: List of Pairs
+        """
+
+    @abstractmethod
+    def ohlcv_store(self, pair: str, timeframe: str, data: DataFrame) -> None:
+        """
+        Store data in json format "values".
+            format looks as follows:
+            [[<date>,<open>,<high>,<low>,<close>]]
+        :param pair: Pair - used to generate filename
+        :timeframe: Timeframe - used to generate filename
+        :data: Dataframe containing OHLCV data
+        :return: None
+        """
+
+    @abstractmethod
+    def _ohlcv_load(self, pair: str, timeframe: str,
+                    timerange: Optional[TimeRange] = None,
+                    ) -> DataFrame:
+        """
+        Internal method used to load data for one pair from disk.
+        Implements the loading and conversation to a Pandas dataframe.
+        Timerange trimming and dataframe validation happens outside of this method.
+        :param pair: Pair to load data
+        :param timeframe: Ticker timeframe (e.g. "5m")
+        :param timerange: Limit data to be loaded to this timerange.
+                        Optionally implemented by subclasses to avoid loading
+                        all data where possible.
+        :return: DataFrame with ohlcv data, or empty DataFrame
+        """
+
+    @abstractmethod
+    def ohlcv_purge(self, pair: str, timeframe: str) -> bool:
+        """
+        Remove data for this pair
+        :param pair: Delete data for this pair.
+        :param timeframe: Ticker timeframe (e.g. "5m")
+        :return: True when deleted, false if file did not exist.
+        """
+
+    @abstractmethod
+    def ohlcv_append(self, pair: str, timeframe: str, data: DataFrame) -> None:
+        """
+        Append data to existing data structures
+        :param pair: Pair
+        :param timeframe: Timeframe this ohlcv data is for
+        :param data: Data to append.
+        """
+
+    @abstractclassmethod
+    def trades_get_pairs(cls, datadir: Path) -> List[str]:
+        """
+        Returns a list of all pairs for which trade data is available in this
+        :param datadir: Directory to search for ohlcv files
+        :return: List of Pairs
+        """
+
+    @abstractmethod
+    def trades_store(self, pair: str, data: List[Dict]) -> None:
+        """
+        Store trades data (list of Dicts) to file
+        :param pair: Pair - used for filename
+        :param data: List of Dicts containing trade data
+        """
+
+    @abstractmethod
+    def trades_append(self, pair: str, data: List[Dict]):
+        """
+        Append data to existing files
+        :param pair: Pair - used for filename
+        :param data: List of Dicts containing trade data
+        """
+
+    @abstractmethod
+    def trades_load(self, pair: str, timerange: Optional[TimeRange] = None) -> List[Dict]:
+        """
+        Load a pair from file, either .json.gz or .json
+        :param pair: Load trades for this pair
+        :param timerange: Timerange to load trades for - currently not implemented
+        :return: List of trades
+        """
+
+    @abstractmethod
+    def trades_purge(self, pair: str) -> bool:
+        """
+        Remove data for this pair
+        :param pair: Delete data for this pair.
+        :return: True when deleted, false if file did not exist.
+        """
 
     def ohlcv_load(self, pair, timeframe: str,
                    timerange: Optional[TimeRange] = None,
diff --git a/freqtrade/data/history/jsondatahandler.py b/freqtrade/data/history/jsondatahandler.py
index 14f643705..dcfc249aa 100644
--- a/freqtrade/data/history/jsondatahandler.py
+++ b/freqtrade/data/history/jsondatahandler.py
@@ -96,7 +96,6 @@ class JsonDataHandler(IDataHandler):
         :param pair: Pair
         :param timeframe: Timeframe this ohlcv data is for
         :param data: Data to append.
-
         """
         raise NotImplementedError()
 

From e2a00c03d626fb6242968c19402ccc5ebf7e505b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 28 Dec 2019 11:24:37 +0100
Subject: [PATCH 0144/1106] Document convert options

---
 config_full.json.example |   4 +-
 docs/data-download.md    | 146 +++++++++++++++++++++++++++++++++++++++
 2 files changed, 149 insertions(+), 1 deletion(-)

diff --git a/config_full.json.example b/config_full.json.example
index b9631f63d..108fdd534 100644
--- a/config_full.json.example
+++ b/config_full.json.example
@@ -127,5 +127,7 @@
         "heartbeat_interval": 60
     },
     "strategy": "DefaultStrategy",
-    "strategy_path": "user_data/strategies/"
+    "strategy_path": "user_data/strategies/",
+    "dataformat_ohlcv": "json",
+    "dataformat_trades": "jsongz"
 }
diff --git a/docs/data-download.md b/docs/data-download.md
index 1f03b124a..c5fb744ab 100644
--- a/docs/data-download.md
+++ b/docs/data-download.md
@@ -12,6 +12,152 @@ Otherwise `--exchange` becomes mandatory.
     If you already have backtesting data available in your data-directory and would like to refresh this data up to today, use `--days xx` with a number slightly higher than the missing number of days. Freqtrade will keep the available data and only download the missing data.
     Be carefull though: If the number is too small (which would result in a few missing days), the whole dataset will be removed and only xx days will be downloaded.
 
+### Usage
+
+```
+usage: freqtrade download-data [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH] [--userdir PATH] [-p PAIRS [PAIRS ...]]
+                               [--pairs-file FILE] [--days INT] [--dl-trades] [--exchange EXCHANGE]
+                               [-t {1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} [{1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} ...]]
+                               [--erase] [--data-format {json,jsongz}] [--data-format-trades {json,jsongz}]
+
+optional arguments:
+  -h, --help            show this help message and exit
+  -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
+                        Show profits for only these pairs. Pairs are space-separated.
+  --pairs-file FILE     File containing a list of pairs to download.
+  --days INT            Download data for given number of days.
+  --dl-trades           Download trades instead of OHLCV data. The bot will resample trades to the desired timeframe as specified as
+                        --timeframes/-t.
+  --exchange EXCHANGE   Exchange name (default: `bittrex`). Only valid if no config is provided.
+  -t {1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} [{1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} ...], --timeframes {1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} [{1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} ...]
+                        Specify which tickers to download. Space-separated list. Default: `1m 5m`.
+  --erase               Clean all existing data for the selected exchange/pairs/timeframes.
+  --data-format {json,jsongz}
+                        Storage format for downloaded ohlcv data. (default: `json`).
+  --data-format-trades {json,jsongz}
+                        Storage format for downloaded trades data. (default: `jsongz`).
+
+Common arguments:
+  -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
+  --logfile FILE        Log to the file specified. Special values are: 'syslog', 'journald'. See the documentation for more details.
+  -V, --version         show program's version number and exit
+  -c PATH, --config PATH
+                        Specify configuration file (default: `config.json`). Multiple --config options may be used. Can be set to `-`
+                        to read config from stdin.
+  -d PATH, --datadir PATH
+                        Path to directory with historical backtesting data.
+  --userdir PATH, --user-data-dir PATH
+                        Path to userdata directory.
+```
+
+### Data format
+
+Freqtrade currently supports 2 dataformats, `json` and `jsongz`, a zipped version of json files.
+By default, OHLCV data is stored as json data, while trades data is stored as `jsongz` data.
+
+This can be changed via the `--data-format` and `--data-format-trades` parameters respectivly.
+
+If the default dataformat has been changed during download, then the keys `dataformat_ohlcv` and `dataformat_trades` in the configuration file need to be adjusted to the selected dataformat as well.
+
+!!! Note
+    You can convert between data-formats using the [convert-data](#subcommand-convert-data) and [convert-trade-data](#subcommand-convert-trade-data) methods.
+
+#### Subcommand convert data
+
+```
+usage: freqtrade convert-data [-h] [-v] [--logfile FILE] [-V] [-c PATH]
+                              [-d PATH] [--userdir PATH]
+                              [-p PAIRS [PAIRS ...]] --format-from
+                              {json,jsongz} --format-to {json,jsongz}
+                              [--erase]
+                              [-t {1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} [{1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} ...]]
+
+optional arguments:
+  -h, --help            show this help message and exit
+  -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
+                        Show profits for only these pairs. Pairs are space-
+                        separated.
+  --format-from {json,jsongz}
+                        Source format for data conversation.
+  --format-to {json,jsongz}
+                        Destination format for data conversation.
+  --erase               Clean all existing data for the selected
+                        exchange/pairs/timeframes.
+  -t {1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} [{1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} ...], --timeframes {1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} [{1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} ...]
+                        Specify which tickers to download. Space-separated
+                        list. Default: `1m 5m`.
+
+Common arguments:
+  -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
+  --logfile FILE        Log to the file specified. Special values are:
+                        'syslog', 'journald'. See the documentation for more
+                        details.
+  -V, --version         show program's version number and exit
+  -c PATH, --config PATH
+                        Specify configuration file (default: `config.json`).
+                        Multiple --config options may be used. Can be set to
+                        `-` to read config from stdin.
+  -d PATH, --datadir PATH
+                        Path to directory with historical backtesting data.
+  --userdir PATH, --user-data-dir PATH
+                        Path to userdata directory.
+```
+
+##### Example converting data
+
+The following command will convert all Candle data available in `~/.freqtrade/data/binance` from json to jsongz, saving diskspace in the process.
+It'll also remove source files (`--erase` parameter).
+
+``` bash
+freqtrade convert-data --format-from json --format-to jsongz --data-dir ~/.freqtrade/data/binance -t 5m 15m --erase
+```
+
+#### Subcommand convert-trade data
+
+```
+usage: freqtrade convert-trade-data [-h] [-v] [--logfile FILE] [-V] [-c PATH]
+                                    [-d PATH] [--userdir PATH]
+                                    [-p PAIRS [PAIRS ...]] --format-from
+                                    {json,jsongz} --format-to {json,jsongz}
+                                    [--erase]
+
+optional arguments:
+  -h, --help            show this help message and exit
+  -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
+                        Show profits for only these pairs. Pairs are space-
+                        separated.
+  --format-from {json,jsongz}
+                        Source format for data conversation.
+  --format-to {json,jsongz}
+                        Destination format for data conversation.
+  --erase               Clean all existing data for the selected
+                        exchange/pairs/timeframes.
+
+Common arguments:
+  -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
+  --logfile FILE        Log to the file specified. Special values are:
+                        'syslog', 'journald'. See the documentation for more
+                        details.
+  -V, --version         show program's version number and exit
+  -c PATH, --config PATH
+                        Specify configuration file (default: `config.json`).
+                        Multiple --config options may be used. Can be set to
+                        `-` to read config from stdin.
+  -d PATH, --datadir PATH
+                        Path to directory with historical backtesting data.
+  --userdir PATH, --user-data-dir PATH
+                        Path to userdata directory.
+```
+
+##### Example converting trades
+
+The following command will convert all available trade-data in `~/.freqtrade/data/kraken` from json to jsongz, saving diskspace in the process.
+It'll also remove source files (`--erase` parameter).
+
+``` bash
+freqtrade convert-trade-data --format-from jsongz --format-to json --data-dir ~/.freqtrade/data/kraken --erase
+```
+
 ### Pairs file
 
 In alternative to the whitelist from `config.json`, a `pairs.json` file can be used.

From 5c39ebd0a0d9dea455762086d78a3ea5cbf3c995 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 28 Dec 2019 13:59:40 +0300
Subject: [PATCH 0145/1106] Adjust logging

---
 freqtrade/freqtradebot.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 9c18d2d95..1cc7f32f4 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -331,12 +331,12 @@ class FreqtradeBot:
 
             if buy and not sell:
                 if not self.get_free_open_trades():
-                    logger.warning("Can't open a new trade: max number of trades is reached")
+                    logger.debug("Can't open a new trade: max number of trades is reached")
                     continue
 
                 stake_amount = self.get_trade_stake_amount(pair)
                 if not stake_amount:
-                    logger.warning("Stake amount is 0, ignoring trade")
+                    logger.debug("Stake amount is 0, ignoring possible trade for {pair}.")
                     continue
 
                 logger.info(f"Buy signal found: about create a new trade with stake_amount: "

From ae1b28aab756adbef0fc64b0194a3b38a2ad0686 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 28 Dec 2019 14:32:11 +0100
Subject: [PATCH 0146/1106] Remove get_datahandlerclass from package exposes

---
 freqtrade/data/history/__init__.py | 2 +-
 tests/data/test_history.py         | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/freqtrade/data/history/__init__.py b/freqtrade/data/history/__init__.py
index 572c063fc..23f635a98 100644
--- a/freqtrade/data/history/__init__.py
+++ b/freqtrade/data/history/__init__.py
@@ -11,4 +11,4 @@ from .history_utils import (convert_trades_to_ohlcv,  # noqa: F401
                             refresh_backtest_ohlcv_data,
                             refresh_backtest_trades_data, refresh_data,
                             validate_backtest_data)
-from .idatahandler import get_datahandler, get_datahandlerclass  # noqa: F401
+from .idatahandler import get_datahandler  # noqa: F401
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 404f52e87..2341673db 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -13,13 +13,13 @@ from pandas.testing import assert_frame_equal
 
 from freqtrade.configuration import TimeRange
 from freqtrade.data.converter import parse_ticker_dataframe
-from freqtrade.data.history import get_datahandler, get_datahandlerclass
 from freqtrade.data.history.history_utils import (
     _download_pair_history, _download_trades_history,
     _load_cached_data_for_updating, convert_trades_to_ohlcv, get_timerange,
     load_data, load_pair_history, refresh_backtest_ohlcv_data,
     refresh_backtest_trades_data, refresh_data, validate_backtest_data)
-from freqtrade.data.history.idatahandler import IDataHandler
+from freqtrade.data.history.idatahandler import (IDataHandler, get_datahandler,
+                                                 get_datahandlerclass)
 from freqtrade.data.history.jsondatahandler import (JsonDataHandler,
                                                     JsonGzDataHandler)
 from freqtrade.exchange import timeframe_to_minutes

From 6b5983339d8d94d90c51f0dbb51f1948fed4bbea Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 28 Dec 2019 14:47:30 +0100
Subject: [PATCH 0147/1106] Require dataformat entries in configuration

---
 freqtrade/constants.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 95ec71552..a7f569f63 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -294,5 +294,7 @@ CONF_SCHEMA = {
         'stoploss',
         'minimal_roi',
         'internals',
+        'dataformat_ohlcv',
+        'dataformat_trades',
     ]
 }

From f4a532ef6d3ed63751de5c688338af1036741d7f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 28 Dec 2019 14:57:39 +0100
Subject: [PATCH 0148/1106] Pass format to load_data

---
 freqtrade/data/history/history_utils.py | 2 +-
 freqtrade/edge/__init__.py              | 1 +
 freqtrade/optimize/backtesting.py       | 1 +
 freqtrade/plot/plotting.py              | 1 +
 4 files changed, 4 insertions(+), 1 deletion(-)

diff --git a/freqtrade/data/history/history_utils.py b/freqtrade/data/history/history_utils.py
index 42f1c9be7..1f0459379 100644
--- a/freqtrade/data/history/history_utils.py
+++ b/freqtrade/data/history/history_utils.py
@@ -72,7 +72,7 @@ def load_data(datadir: Path,
     :param fill_up_missing: Fill missing values with "No action"-candles
     :param startup_candles: Additional candles to load at the start of the period
     :param fail_without_data: Raise OperationalException if no data is found.
-    :param data_handler: Initialized data-handler to use.
+    :param data_format: Data format which should be used. Defaults to json
     :return: dict(<pair>:<Dataframe>)
     """
     result: Dict[str, DataFrame] = {}
diff --git a/freqtrade/edge/__init__.py b/freqtrade/edge/__init__.py
index 9ad2485ef..44eaad717 100644
--- a/freqtrade/edge/__init__.py
+++ b/freqtrade/edge/__init__.py
@@ -108,6 +108,7 @@ class Edge:
             timeframe=self.strategy.ticker_interval,
             timerange=self._timerange,
             startup_candles=self.strategy.startup_candle_count,
+            data_format=self.config.get('dataformat_ohlcv', 'json'),
         )
 
         if not data:
diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 98ee71a60..e49c0bd80 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -116,6 +116,7 @@ class Backtesting:
             timerange=timerange,
             startup_candles=self.required_startup,
             fail_without_data=True,
+            data_format=self.config.get('dataformat_ohlcv', 'json'),
         )
 
         min_date, max_date = history.get_timerange(data)
diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index 0ef71ed82..7c7f10fdc 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -42,6 +42,7 @@ def init_plotscript(config):
         pairs=pairs,
         timeframe=config.get('ticker_interval', '5m'),
         timerange=timerange,
+        data_format=config.get('dataformat_ohlcv', 'json'),
     )
 
     trades = load_trades(config['trade_source'],

From 814cc20c6b94ea0c34b8303dbb14c373f6f0290f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 28 Dec 2019 19:58:41 +0100
Subject: [PATCH 0149/1106] Remove potential circular import

---
 freqtrade/data/converter.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/freqtrade/data/converter.py b/freqtrade/data/converter.py
index abc754df0..49a2a25bc 100644
--- a/freqtrade/data/converter.py
+++ b/freqtrade/data/converter.py
@@ -8,7 +8,6 @@ from typing import Any, Dict
 import pandas as pd
 from pandas import DataFrame, to_datetime
 
-from freqtrade.configuration.timerange import TimeRange
 from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS
 
 logger = logging.getLogger(__name__)
@@ -116,7 +115,7 @@ def ohlcv_fill_up_missing_data(dataframe: DataFrame, timeframe: str, pair: str)
     return df
 
 
-def trim_dataframe(df: DataFrame, timerange: TimeRange, df_date_col: str = 'date') -> DataFrame:
+def trim_dataframe(df: DataFrame, timerange, df_date_col: str = 'date') -> DataFrame:
     """
     Trim dataframe based on given timerange
     :param df: Dataframe to trim

From 762604300f26afb5712d0ac92f01a57048a63f9e Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 29 Dec 2019 04:17:49 +0300
Subject: [PATCH 0150/1106] Refactor create_trades()

---
 freqtrade/freqtradebot.py | 104 ++++++++++++++++++++------------------
 1 file changed, 54 insertions(+), 50 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 90eb7beba..d15624e9f 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -294,65 +294,48 @@ class FreqtradeBot:
         # See also #2575 at github.
         return max(min_stake_amounts) / amount_reserve_percent
 
-    def create_trades(self) -> bool:
+    def create_trade(self, pair: str) -> bool:
         """
-        Checks the implemented trading strategy for buy-signals, using the active pair whitelist.
-        If a pair triggers the buy_signal a new trade record gets created.
-        Checks pairs as long as the open trade count is below `max_open_trades`.
-        :return: True if at least one trade has been created.
+        Check the implemented trading strategy for buy-signals.
+        If the pair triggers the buy_signal a new trade record gets created.
+        :return: True if a trade has been created.
         """
-        whitelist = copy.deepcopy(self.active_pair_whitelist)
+        logger.debug(f"create_trade for pair {pair}")
 
-        if not whitelist:
-            logger.info("Active pair whitelist is empty.")
+        if self.strategy.is_pair_locked(pair):
+            logger.info(f"Pair {pair} is currently locked.")
             return False
 
-        # Remove currently opened and latest pairs from whitelist
-        for trade in Trade.get_open_trades():
-            if trade.pair in whitelist:
-                whitelist.remove(trade.pair)
-                logger.debug('Ignoring %s in pair whitelist', trade.pair)
-
-        if not whitelist:
-            logger.info("No currency pair in active pair whitelist, "
-                        "but checking to sell open trades.")
-            return False
-
-        buycount = 0
         # running get_signal on historical data fetched
-        for pair in whitelist:
-            if self.strategy.is_pair_locked(pair):
-                logger.info(f"Pair {pair} is currently locked.")
-                continue
+        (buy, sell) = self.strategy.get_signal(
+            pair, self.strategy.ticker_interval,
+            self.dataprovider.ohlcv(pair, self.strategy.ticker_interval))
 
-            (buy, sell) = self.strategy.get_signal(
-                pair, self.strategy.ticker_interval,
-                self.dataprovider.ohlcv(pair, self.strategy.ticker_interval))
+        if buy and not sell:
+            if not self.get_free_open_trades():
+                logger.debug("Can't open a new trade: max number of trades is reached")
+                return False
 
-            if buy and not sell:
-                if not self.get_free_open_trades():
-                    logger.debug("Can't open a new trade: max number of trades is reached")
-                    continue
+            stake_amount = self.get_trade_stake_amount(pair)
+            if not stake_amount:
+                logger.debug("Stake amount is 0, ignoring possible trade for {pair}.")
+                return False
 
-                stake_amount = self.get_trade_stake_amount(pair)
-                if not stake_amount:
-                    logger.debug("Stake amount is 0, ignoring possible trade for {pair}.")
-                    continue
+            logger.info(f"Buy signal found: about create a new trade with stake_amount: "
+                        f"{stake_amount} ...")
 
-                logger.info(f"Buy signal found: about create a new trade with stake_amount: "
-                            f"{stake_amount} ...")
+            bidstrat_check_depth_of_market = self.config.get('bid_strategy', {}).\
+                get('check_depth_of_market', {})
+            if (bidstrat_check_depth_of_market.get('enabled', False)) and\
+                    (bidstrat_check_depth_of_market.get('bids_to_ask_delta', 0) > 0):
+                if self._check_depth_of_market_buy(pair, bidstrat_check_depth_of_market):
+                    return self.execute_buy(pair, stake_amount)
+                else:
+                    return False
 
-                bidstrat_check_depth_of_market = self.config.get('bid_strategy', {}).\
-                    get('check_depth_of_market', {})
-                if (bidstrat_check_depth_of_market.get('enabled', False)) and\
-                        (bidstrat_check_depth_of_market.get('bids_to_ask_delta', 0) > 0):
-                    if self._check_depth_of_market_buy(pair, bidstrat_check_depth_of_market):
-                        buycount += self.execute_buy(pair, stake_amount)
-                    continue
-
-                buycount += self.execute_buy(pair, stake_amount)
-
-        return buycount > 0
+            return self.execute_buy(pair, stake_amount)
+        else:
+            return False
 
     def _check_depth_of_market_buy(self, pair: str, conf: Dict) -> bool:
         """
@@ -479,10 +462,31 @@ class FreqtradeBot:
         """
         Tries to execute buy orders for trades in a safe way
         """
+        result = False
         try:
-            # Create entity and execute trade
-            if not self.create_trades():
+            whitelist = copy.deepcopy(self.active_pair_whitelist)
+
+            if not whitelist:
+                logger.info("Active pair whitelist is empty.")
+            else:
+                # Remove currently opened and latest pairs from whitelist
+                for trade in Trade.get_open_trades():
+                    if trade.pair in whitelist:
+                        whitelist.remove(trade.pair)
+                        logger.debug('Ignoring %s in pair whitelist', trade.pair)
+
+                if not whitelist:
+                    logger.info("No currency pair in active pair whitelist, "
+                                "but checking to sell open trades.")
+                else:
+                    # Create entity and execute trade for each pair from whitelist
+                    for pair in whitelist:
+                        if self.create_trade(pair):
+                            result = True
+
+            if not result:
                 logger.debug('Found no buy signals for whitelisted currencies. Trying again...')
+
         except DependencyException as exception:
             logger.warning('Unable to create trade: %s', exception)
 

From ce84f74528de4ee06977967a859722b68a1f6b31 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 29 Dec 2019 04:38:28 +0300
Subject: [PATCH 0151/1106] Adjust tests

---
 tests/rpc/test_rpc.py           |  22 ++---
 tests/rpc/test_rpc_apiserver.py |   8 +-
 tests/rpc/test_rpc_telegram.py  |  22 ++---
 tests/test_freqtradebot.py      | 151 ++++++++++++++++----------------
 tests/test_integration.py       |   4 +-
 5 files changed, 105 insertions(+), 102 deletions(-)

diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index 3b897572c..a9f73e98d 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -41,7 +41,7 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
     with pytest.raises(RPCException, match=r'.*no active trade*'):
         rpc._rpc_trade_status()
 
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     results = rpc._rpc_trade_status()
     assert {
         'trade_id': 1,
@@ -116,7 +116,7 @@ def test_rpc_status_table(default_conf, ticker, fee, mocker) -> None:
     with pytest.raises(RPCException, match=r'.*no active order*'):
         rpc._rpc_status_table(default_conf['stake_currency'], 'USD')
 
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
 
     result, headers = rpc._rpc_status_table(default_conf['stake_currency'], 'USD')
     assert "Since" in headers
@@ -162,7 +162,7 @@ def test_rpc_daily_profit(default_conf, update, ticker, fee,
     rpc = RPC(freqtradebot)
     rpc._fiat_converter = CryptoToFiatConverter()
     # Create some test data
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     trade = Trade.query.first()
     assert trade
 
@@ -217,7 +217,7 @@ def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
         rpc._rpc_trade_statistics(stake_currency, fiat_display_currency)
 
     # Create some test data
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     trade = Trade.query.first()
     # Simulate fulfilled LIMIT_BUY order for trade
     trade.update(limit_buy_order)
@@ -231,7 +231,7 @@ def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
     trade.close_date = datetime.utcnow()
     trade.is_open = False
 
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     trade = Trade.query.first()
     # Simulate fulfilled LIMIT_BUY order for trade
     trade.update(limit_buy_order)
@@ -299,7 +299,7 @@ def test_rpc_trade_statistics_closed(mocker, default_conf, ticker, fee,
     rpc = RPC(freqtradebot)
 
     # Create some test data
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     trade = Trade.query.first()
     # Simulate fulfilled LIMIT_BUY order for trade
     trade.update(limit_buy_order)
@@ -529,7 +529,7 @@ def test_rpc_forcesell(default_conf, ticker, fee, mocker) -> None:
     msg = rpc._rpc_forcesell('all')
     assert msg == {'result': 'Created sell orders for all open trades.'}
 
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     msg = rpc._rpc_forcesell('all')
     assert msg == {'result': 'Created sell orders for all open trades.'}
 
@@ -563,7 +563,7 @@ def test_rpc_forcesell(default_conf, ticker, fee, mocker) -> None:
     assert cancel_order_mock.call_count == 1
     assert trade.amount == filled_amount
 
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     trade = Trade.query.filter(Trade.id == '2').first()
     amount = trade.amount
     # make an limit-buy open trade, if there is no 'filled', don't sell it
@@ -582,7 +582,7 @@ def test_rpc_forcesell(default_conf, ticker, fee, mocker) -> None:
     assert cancel_order_mock.call_count == 2
     assert trade.amount == amount
 
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     # make an limit-sell open trade
     mocker.patch(
         'freqtrade.exchange.Exchange.get_order',
@@ -613,7 +613,7 @@ def test_performance_handle(default_conf, ticker, limit_buy_order, fee,
     rpc = RPC(freqtradebot)
 
     # Create some test data
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     trade = Trade.query.first()
     assert trade
 
@@ -649,7 +649,7 @@ def test_rpc_count(mocker, default_conf, ticker, fee) -> None:
     assert counts["current"] == 0
 
     # Create some test data
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     counts = rpc._rpc_count()
     assert counts["current"] == 1
 
diff --git a/tests/rpc/test_rpc_apiserver.py b/tests/rpc/test_rpc_apiserver.py
index 36bb81e41..94af85349 100644
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -267,7 +267,7 @@ def test_api_count(botclient, mocker, ticker, fee, markets):
     assert rc.json["max"] == 1.0
 
     # Create some test data
-    ftbot.create_trades()
+    ftbot.process_maybe_execute_buys()
     rc = client_get(client, f"{BASE_URI}/count")
     assert_response(rc)
     assert rc.json["current"] == 1.0
@@ -333,7 +333,7 @@ def test_api_profit(botclient, mocker, ticker, fee, markets, limit_buy_order, li
     assert len(rc.json) == 1
     assert rc.json == {"error": "Error querying _profit: no closed trade"}
 
-    ftbot.create_trades()
+    ftbot.process_maybe_execute_buys()
     trade = Trade.query.first()
 
     # Simulate fulfilled LIMIT_BUY order for trade
@@ -422,7 +422,7 @@ def test_api_status(botclient, mocker, ticker, fee, markets):
     assert_response(rc, 200)
     assert rc.json == []
 
-    ftbot.create_trades()
+    ftbot.process_maybe_execute_buys()
     rc = client_get(client, f"{BASE_URI}/status")
     assert_response(rc)
     assert len(rc.json) == 1
@@ -552,7 +552,7 @@ def test_api_forcesell(botclient, mocker, ticker, fee, markets):
     assert_response(rc, 502)
     assert rc.json == {"error": "Error querying _forcesell: invalid argument"}
 
-    ftbot.create_trades()
+    ftbot.process_maybe_execute_buys()
 
     rc = client_post(client, f"{BASE_URI}/forcesell",
                      data='{"tradeid": "1"}')
diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py
index f8b9ca8ab..d9a7e2f5b 100644
--- a/tests/rpc/test_rpc_telegram.py
+++ b/tests/rpc/test_rpc_telegram.py
@@ -189,7 +189,7 @@ def test_status(default_conf, update, mocker, fee, ticker,) -> None:
 
     # Create some test data
     for _ in range(3):
-        freqtradebot.create_trades()
+        freqtradebot.process_maybe_execute_buys()
 
     telegram._status(update=update, context=MagicMock())
     assert msg_mock.call_count == 1
@@ -236,7 +236,7 @@ def test_status_handle(default_conf, update, ticker, fee, mocker) -> None:
     msg_mock.reset_mock()
 
     # Create some test data
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     # Trigger status while we have a fulfilled order for the open trade
     telegram._status(update=update, context=MagicMock())
 
@@ -285,7 +285,7 @@ def test_status_table_handle(default_conf, update, ticker, fee, mocker) -> None:
     msg_mock.reset_mock()
 
     # Create some test data
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
 
     telegram._status_table(update=update, context=MagicMock())
 
@@ -322,7 +322,7 @@ def test_daily_handle(default_conf, update, ticker, limit_buy_order, fee,
     telegram = Telegram(freqtradebot)
 
     # Create some test data
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     trade = Trade.query.first()
     assert trade
 
@@ -352,7 +352,7 @@ def test_daily_handle(default_conf, update, ticker, limit_buy_order, fee,
     msg_mock.reset_mock()
     freqtradebot.config['max_open_trades'] = 2
     # Add two other trades
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
 
     trades = Trade.query.all()
     for trade in trades:
@@ -431,7 +431,7 @@ def test_profit_handle(default_conf, update, ticker, ticker_sell_up, fee,
     msg_mock.reset_mock()
 
     # Create some test data
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     trade = Trade.query.first()
 
     # Simulate fulfilled LIMIT_BUY order for trade
@@ -709,7 +709,7 @@ def test_forcesell_handle(default_conf, update, ticker, fee,
     telegram = Telegram(freqtradebot)
 
     # Create some test data
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     assert trade
@@ -764,7 +764,7 @@ def test_forcesell_down_handle(default_conf, update, ticker, fee,
     telegram = Telegram(freqtradebot)
 
     # Create some test data
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
 
     # Decrease the price and sell it
     mocker.patch.multiple(
@@ -821,7 +821,7 @@ def test_forcesell_all_handle(default_conf, update, ticker, fee, mocker) -> None
     telegram = Telegram(freqtradebot)
 
     # Create some test data
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     rpc_mock.reset_mock()
 
     # /forcesell all
@@ -971,7 +971,7 @@ def test_performance_handle(default_conf, update, ticker, fee,
     telegram = Telegram(freqtradebot)
 
     # Create some test data
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     trade = Trade.query.first()
     assert trade
 
@@ -1014,7 +1014,7 @@ def test_count_handle(default_conf, update, ticker, fee, mocker) -> None:
     freqtradebot.state = State.RUNNING
 
     # Create some test data
-    freqtradebot.create_trades()
+    freqtradebot.process_maybe_execute_buys()
     msg_mock.reset_mock()
     telegram._count(update=update, context=MagicMock())
 
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 2f8c786fd..be6a9b392 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -247,7 +247,7 @@ def test_edge_overrides_stoploss(limit_buy_order, fee, caplog, mocker, edge_conf
     freqtrade.active_pair_whitelist = ['NEO/BTC']
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
     trade = Trade.query.first()
     trade.update(limit_buy_order)
     #############################################
@@ -287,7 +287,7 @@ def test_edge_should_ignore_strategy_stoploss(limit_buy_order, fee,
     freqtrade.active_pair_whitelist = ['NEO/BTC']
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
     trade = Trade.query.first()
     trade.update(limit_buy_order)
     #############################################
@@ -310,7 +310,7 @@ def test_total_open_trades_stakes(mocker, default_conf, ticker,
     )
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
     trade = Trade.query.first()
 
     assert trade is not None
@@ -318,7 +318,7 @@ def test_total_open_trades_stakes(mocker, default_conf, ticker,
     assert trade.is_open
     assert trade.open_date is not None
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
     trade = Trade.query.order_by(Trade.id.desc()).first()
 
     assert trade is not None
@@ -462,7 +462,7 @@ def test_get_min_pair_stake_amount_real_data(mocker, default_conf) -> None:
     assert round(result, 8) == round(max(0.0001, 0.001 * 0.020405) / 0.9, 8)
 
 
-def test_create_trades(default_conf, ticker, limit_buy_order, fee, mocker) -> None:
+def test_create_trade(default_conf, ticker, limit_buy_order, fee, mocker) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     mocker.patch.multiple(
@@ -476,7 +476,7 @@ def test_create_trades(default_conf, ticker, limit_buy_order, fee, mocker) -> No
     whitelist = deepcopy(default_conf['exchange']['pair_whitelist'])
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
-    freqtrade.create_trades()
+    freqtrade.create_trade('ETH/BTC')
 
     trade = Trade.query.first()
     assert trade is not None
@@ -494,8 +494,8 @@ def test_create_trades(default_conf, ticker, limit_buy_order, fee, mocker) -> No
     assert whitelist == default_conf['exchange']['pair_whitelist']
 
 
-def test_create_trades_no_stake_amount(default_conf, ticker, limit_buy_order,
-                                       fee, mocker) -> None:
+def test_create_trade_no_stake_amount(default_conf, ticker, limit_buy_order,
+                                      fee, mocker) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     patch_wallet(mocker, free=default_conf['stake_amount'] * 0.5)
@@ -509,11 +509,11 @@ def test_create_trades_no_stake_amount(default_conf, ticker, limit_buy_order,
     patch_get_signal(freqtrade)
 
     with pytest.raises(DependencyException, match=r'.*stake amount.*'):
-        freqtrade.create_trades()
+        freqtrade.create_trade('ETH/BTC')
 
 
-def test_create_trades_minimal_amount(default_conf, ticker, limit_buy_order,
-                                      fee, mocker) -> None:
+def test_create_trade_minimal_amount(default_conf, ticker, limit_buy_order,
+                                     fee, mocker) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     buy_mock = MagicMock(return_value={'id': limit_buy_order['id']})
@@ -527,13 +527,13 @@ def test_create_trades_minimal_amount(default_conf, ticker, limit_buy_order,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
 
-    freqtrade.create_trades()
+    freqtrade.create_trade('ETH/BTC')
     rate, amount = buy_mock.call_args[1]['rate'], buy_mock.call_args[1]['amount']
     assert rate * amount >= default_conf['stake_amount']
 
 
-def test_create_trades_too_small_stake_amount(default_conf, ticker, limit_buy_order,
-                                              fee, mocker) -> None:
+def test_create_trade_too_small_stake_amount(default_conf, ticker, limit_buy_order,
+                                             fee, mocker) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     buy_mock = MagicMock(return_value={'id': limit_buy_order['id']})
@@ -549,11 +549,11 @@ def test_create_trades_too_small_stake_amount(default_conf, ticker, limit_buy_or
 
     patch_get_signal(freqtrade)
 
-    assert not freqtrade.create_trades()
+    assert not freqtrade.create_trade('ETH/BTC')
 
 
-def test_create_trades_limit_reached(default_conf, ticker, limit_buy_order,
-                                     fee, markets, mocker) -> None:
+def test_create_trade_limit_reached(default_conf, ticker, limit_buy_order,
+                                    fee, markets, mocker) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     mocker.patch.multiple(
@@ -569,12 +569,13 @@ def test_create_trades_limit_reached(default_conf, ticker, limit_buy_order,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
 
-    assert not freqtrade.create_trades()
+    assert not freqtrade.create_trade('ETH/BTC')
     assert freqtrade.get_trade_stake_amount('ETH/BTC') is None
 
 
-def test_create_trades_no_pairs_let(default_conf, ticker, limit_buy_order, fee,
-                                    mocker, caplog) -> None:
+def test_process_maybe_execute_buys_no_pairs_let(default_conf, ticker,
+                                                 limit_buy_order, fee,
+                                                 mocker, caplog) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     mocker.patch.multiple(
@@ -588,14 +589,15 @@ def test_create_trades_no_pairs_let(default_conf, ticker, limit_buy_order, fee,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
 
-    assert freqtrade.create_trades()
-    assert not freqtrade.create_trades()
-    assert log_has("No currency pair in active pair whitelist, "
-                   "but checking to sell open trades.", caplog)
+    freqtrade.process_maybe_execute_buys()
+    assert not log_has_re(r"No currency pair in active pair whitelist.*", caplog)
+    freqtrade.process_maybe_execute_buys()
+    assert log_has_re(r"No currency pair in active pair whitelist.*", caplog)
 
 
-def test_create_trades_no_pairs_in_whitelist(default_conf, ticker, limit_buy_order, fee,
-                                             mocker, caplog) -> None:
+def test_process_maybe_execute_buys_no_pairs_in_whitelist(default_conf, ticker,
+                                                          limit_buy_order, fee,
+                                                          mocker, caplog) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     mocker.patch.multiple(
@@ -608,11 +610,11 @@ def test_create_trades_no_pairs_in_whitelist(default_conf, ticker, limit_buy_ord
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
 
-    assert not freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
     assert log_has("Active pair whitelist is empty.", caplog)
 
 
-def test_create_trades_no_signal(default_conf, fee, mocker) -> None:
+def test_create_trade_no_signal(default_conf, fee, mocker) -> None:
     default_conf['dry_run'] = True
 
     patch_RPCManager(mocker)
@@ -628,7 +630,7 @@ def test_create_trades_no_signal(default_conf, fee, mocker) -> None:
 
     Trade.query = MagicMock()
     Trade.query.filter = MagicMock()
-    assert not freqtrade.create_trades()
+    assert not freqtrade.create_trade('ETH/BTC')
 
 
 @pytest.mark.parametrize("max_open", range(0, 5))
@@ -646,7 +648,7 @@ def test_create_trades_multiple_trades(default_conf, ticker,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trades = Trade.get_open_trades()
     assert len(trades) == max_open
@@ -672,7 +674,8 @@ def test_create_trades_preopen(default_conf, ticker, fee, mocker) -> None:
     assert len(Trade.get_open_trades()) == 2
 
     # Create 2 new trades using create_trades
-    assert freqtrade.create_trades()
+    assert freqtrade.create_trade('ETH/BTC')
+    assert freqtrade.create_trade('NEO/BTC')
 
     trades = Trade.get_open_trades()
     assert len(trades) == 4
@@ -1056,7 +1059,7 @@ def test_handle_stoploss_on_exchange(mocker, default_conf, fee, caplog,
     # should unset stoploss_order_id and return true
     # as a trade actually happened
     caplog.clear()
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
     trade = Trade.query.first()
     trade.is_open = True
     trade.open_order_id = None
@@ -1114,7 +1117,7 @@ def test_handle_sle_cancel_cant_recreate(mocker, default_conf, fee, caplog,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
     trade = Trade.query.first()
     trade.is_open = True
     trade.open_order_id = '12345'
@@ -1149,7 +1152,7 @@ def test_create_stoploss_order_invalid_order(mocker, default_conf, caplog, fee,
     patch_get_signal(freqtrade)
     freqtrade.strategy.order_types['stoploss_on_exchange'] = True
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
     trade = Trade.query.first()
     caplog.clear()
     freqtrade.create_stoploss_order(trade, 200, 199)
@@ -1207,7 +1210,7 @@ def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee, caplog,
 
     patch_get_signal(freqtrade)
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
     trade = Trade.query.first()
     trade.is_open = True
     trade.open_order_id = None
@@ -1295,7 +1298,7 @@ def test_handle_stoploss_on_exchange_trailing_error(mocker, default_conf, fee, c
     # setting stoploss_on_exchange_interval to 60 seconds
     freqtrade.strategy.order_types['stoploss_on_exchange_interval'] = 60
     patch_get_signal(freqtrade)
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
     trade = Trade.query.first()
     trade.is_open = True
     trade.open_order_id = None
@@ -1376,7 +1379,7 @@ def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
 
     freqtrade.active_pair_whitelist = freqtrade.edge.adjust(freqtrade.active_pair_whitelist)
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
     trade = Trade.query.first()
     trade.is_open = True
     trade.open_order_id = None
@@ -1444,7 +1447,7 @@ def test_process_maybe_execute_buys(mocker, default_conf, caplog) -> None:
     caplog.set_level(logging.DEBUG)
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
-    mocker.patch('freqtrade.freqtradebot.FreqtradeBot.create_trades', MagicMock(return_value=False))
+    mocker.patch('freqtrade.freqtradebot.FreqtradeBot.create_trade', MagicMock(return_value=False))
     freqtrade.process_maybe_execute_buys()
     assert log_has('Found no buy signals for whitelisted currencies. Trying again...', caplog)
 
@@ -1453,7 +1456,7 @@ def test_process_maybe_execute_buys_exception(mocker, default_conf, caplog) -> N
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
     mocker.patch(
-        'freqtrade.freqtradebot.FreqtradeBot.create_trades',
+        'freqtrade.freqtradebot.FreqtradeBot.create_trade',
         MagicMock(side_effect=DependencyException)
     )
     freqtrade.process_maybe_execute_buys()
@@ -1674,7 +1677,7 @@ def test_handle_trade(default_conf, limit_buy_order, limit_sell_order, fee, mock
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     assert trade
@@ -1711,7 +1714,7 @@ def test_handle_overlpapping_signals(default_conf, ticker, limit_buy_order, fee,
     patch_get_signal(freqtrade, value=(True, True))
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     # Buy and Sell triggering, so doing nothing ...
     trades = Trade.query.all()
@@ -1720,7 +1723,7 @@ def test_handle_overlpapping_signals(default_conf, ticker, limit_buy_order, fee,
 
     # Buy is triggering, so buying ...
     patch_get_signal(freqtrade, value=(True, False))
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
     trades = Trade.query.all()
     nb_trades = len(trades)
     assert nb_trades == 1
@@ -1764,7 +1767,7 @@ def test_handle_trade_roi(default_conf, ticker, limit_buy_order,
     patch_get_signal(freqtrade, value=(True, False))
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=True)
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     trade.is_open = True
@@ -1795,7 +1798,7 @@ def test_handle_trade_use_sell_signal(
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     trade.is_open = True
@@ -1823,7 +1826,7 @@ def test_close_trade(default_conf, ticker, limit_buy_order, limit_sell_order,
     patch_get_signal(freqtrade)
 
     # Create trade and sell it
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     assert trade
@@ -2183,7 +2186,7 @@ def test_execute_sell_up(default_conf, ticker, fee, ticker_sell_up, mocker) -> N
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     assert trade
@@ -2231,7 +2234,7 @@ def test_execute_sell_down(default_conf, ticker, fee, ticker_sell_down, mocker)
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     assert trade
@@ -2281,7 +2284,7 @@ def test_execute_sell_down_stoploss_on_exchange_dry_run(default_conf, ticker, fe
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     assert trade
@@ -2339,7 +2342,7 @@ def test_execute_sell_sloe_cancel_exception(mocker, default_conf, ticker, fee, c
 
     freqtrade.strategy.order_types['stoploss_on_exchange'] = True
     patch_get_signal(freqtrade)
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     Trade.session = MagicMock()
@@ -2382,7 +2385,7 @@ def test_execute_sell_with_stoploss_on_exchange(default_conf, ticker, fee, ticke
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     assert trade
@@ -2432,7 +2435,7 @@ def test_may_execute_sell_after_stoploss_on_exchange_hit(default_conf, ticker, f
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
     trade = Trade.query.first()
     trades = [trade]
     freqtrade.process_maybe_execute_sells(trades)
@@ -2484,7 +2487,7 @@ def test_execute_sell_market_order(default_conf, ticker, fee,
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     assert trade
@@ -2546,7 +2549,7 @@ def test_sell_profit_only_enable_profit(default_conf, limit_buy_order,
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -2577,7 +2580,7 @@ def test_sell_profit_only_disable_profit(default_conf, limit_buy_order,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -2608,7 +2611,7 @@ def test_sell_profit_only_enable_loss(default_conf, limit_buy_order, fee, mocker
     patch_get_signal(freqtrade)
     freqtrade.strategy.stop_loss_reached = MagicMock(return_value=SellCheckTuple(
         sell_flag=False, sell_type=SellType.NONE))
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -2638,7 +2641,7 @@ def test_sell_profit_only_disable_loss(default_conf, limit_buy_order, fee, mocke
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -2667,7 +2670,7 @@ def test_sell_not_enough_balance(default_conf, limit_buy_order,
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     amnt = trade.amount
@@ -2735,7 +2738,7 @@ def test_locked_pairs(default_conf, ticker, fee, ticker_sell_down, mocker, caplo
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     assert trade
@@ -2754,7 +2757,7 @@ def test_locked_pairs(default_conf, ticker, fee, ticker_sell_down, mocker, caplo
 
     # reinit - should buy other pair.
     caplog.clear()
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     assert log_has(f"Pair {trade.pair} is currently locked.", caplog)
 
@@ -2779,7 +2782,7 @@ def test_ignore_roi_if_buy_signal(default_conf, limit_buy_order, fee, mocker) ->
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=True)
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -2812,7 +2815,7 @@ def test_trailing_stop_loss(default_conf, limit_buy_order, fee, caplog, mocker)
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
     trade = Trade.query.first()
     assert freqtrade.handle_trade(trade) is False
 
@@ -2867,7 +2870,7 @@ def test_trailing_stop_loss_positive(default_conf, limit_buy_order, fee,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -2924,7 +2927,7 @@ def test_trailing_stop_loss_offset(default_conf, limit_buy_order, fee,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -2987,7 +2990,7 @@ def test_tsl_only_offset_reached(default_conf, limit_buy_order, fee,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -3046,7 +3049,7 @@ def test_disable_ignore_roi_if_buy_signal(default_conf, limit_buy_order,
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=True)
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -3377,7 +3380,7 @@ def test_order_book_depth_of_market(default_conf, ticker, limit_buy_order, fee,
     whitelist = deepcopy(default_conf['exchange']['pair_whitelist'])
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     assert trade is not None
@@ -3412,7 +3415,7 @@ def test_order_book_depth_of_market_high_delta(default_conf, ticker, limit_buy_o
     # Save state of current whitelist
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     assert trade is None
@@ -3514,7 +3517,7 @@ def test_order_book_ask_strategy(default_conf, limit_buy_order, limit_sell_order
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
 
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trade = Trade.query.first()
     assert trade
@@ -3604,7 +3607,7 @@ def test_process_i_am_alive(default_conf, mocker, caplog):
 
 
 @pytest.mark.usefixtures("init_persistence")
-def test_sync_wallet_dry_run(mocker, default_conf, ticker, fee, limit_buy_order):
+def test_sync_wallet_dry_run(mocker, default_conf, ticker, fee, limit_buy_order, caplog):
     default_conf['dry_run'] = True
     # Initialize to 2 times stake amount
     default_conf['dry_run_wallet'] = 0.002
@@ -3621,12 +3624,12 @@ def test_sync_wallet_dry_run(mocker, default_conf, ticker, fee, limit_buy_order)
     patch_get_signal(bot)
     assert bot.wallets.get_free('BTC') == 0.002
 
-    bot.create_trades()
+    bot.process_maybe_execute_buys()
     trades = Trade.query.all()
     assert len(trades) == 2
 
     bot.config['max_open_trades'] = 3
-    with pytest.raises(
-            DependencyException,
-            match=r"Available balance \(0 BTC\) is lower than stake amount \(0.001 BTC\)"):
-        bot.create_trades()
+    bot.process_maybe_execute_buys()
+    assert log_has_re(r"Unable to create trade: "
+                      r"Available balance \(0 BTC\) is lower than stake amount \(0.001 BTC\)",
+                      caplog)
diff --git a/tests/test_integration.py b/tests/test_integration.py
index 11dbca225..2c95bc6e3 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -80,7 +80,7 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
     wallets_mock.reset_mock()
     Trade.session = MagicMock()
 
@@ -153,7 +153,7 @@ def test_forcebuy_last_unlimited(default_conf, ticker, fee, limit_buy_order, moc
     patch_get_signal(freqtrade)
 
     # Create 4 trades
-    freqtrade.create_trades()
+    freqtrade.process_maybe_execute_buys()
 
     trades = Trade.query.all()
     assert len(trades) == 4

From 04f28ed9bcd337e6f0dbdddd0c1d51f62e67c613 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 29 Dec 2019 05:03:10 +0300
Subject: [PATCH 0152/1106] Refactor try/except: handle DependencyException for
 each pair separately

---
 freqtrade/freqtradebot.py | 40 +++++++++++++++++++--------------------
 1 file changed, 20 insertions(+), 20 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index d15624e9f..e47a4a85c 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -463,32 +463,32 @@ class FreqtradeBot:
         Tries to execute buy orders for trades in a safe way
         """
         result = False
-        try:
-            whitelist = copy.deepcopy(self.active_pair_whitelist)
+
+        whitelist = copy.deepcopy(self.active_pair_whitelist)
+        if not whitelist:
+            logger.info("Active pair whitelist is empty.")
+        else:
+            # Remove currently opened and latest pairs from whitelist
+            for trade in Trade.get_open_trades():
+                if trade.pair in whitelist:
+                    whitelist.remove(trade.pair)
+                    logger.debug('Ignoring %s in pair whitelist', trade.pair)
 
             if not whitelist:
-                logger.info("Active pair whitelist is empty.")
+                logger.info("No currency pair in active pair whitelist, "
+                            "but checking to sell open trades.")
             else:
-                # Remove currently opened and latest pairs from whitelist
-                for trade in Trade.get_open_trades():
-                    if trade.pair in whitelist:
-                        whitelist.remove(trade.pair)
-                        logger.debug('Ignoring %s in pair whitelist', trade.pair)
-
-                if not whitelist:
-                    logger.info("No currency pair in active pair whitelist, "
-                                "but checking to sell open trades.")
-                else:
-                    # Create entity and execute trade for each pair from whitelist
-                    for pair in whitelist:
+                # Create entity and execute trade for each pair from whitelist
+                for pair in whitelist:
+                    try:
                         if self.create_trade(pair):
                             result = True
+                    except DependencyException as exception:
+                        logger.warning('Unable to create trade: %s', exception)
 
-            if not result:
-                logger.debug('Found no buy signals for whitelisted currencies. Trying again...')
-
-        except DependencyException as exception:
-            logger.warning('Unable to create trade: %s', exception)
+                if not result:
+                    logger.debug("Found no buy signals for whitelisted currencies. "
+                                 "Trying again...")
 
     def process_maybe_execute_sells(self, trades: List[Any]) -> None:
         """

From d1c45cf3f869968523f5b84e7949efd8130e166d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 29 Dec 2019 13:07:51 +0100
Subject: [PATCH 0153/1106] Update analysis documentation to include kernel
 installation

---
 docs/data-analysis.md | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/docs/data-analysis.md b/docs/data-analysis.md
index 115ce1916..8786a1199 100644
--- a/docs/data-analysis.md
+++ b/docs/data-analysis.md
@@ -8,6 +8,27 @@ You can analyze the results of backtests and trading history easily using Jupyte
 * Don't forget to start a Jupyter notebook server from within your conda or venv environment or use [nb_conda_kernels](https://github.com/Anaconda-Platform/nb_conda_kernels)*
 * Copy the example notebook before use so your changes don't get clobbered with the next freqtrade update.
 
+### Using virtual environment with System jupyter
+
+Sometimes it can be desired to use a system-wide installation of Jupyter notebook, and use a jupyter kernel from the virtual environment.
+This prevents you from installing the full jupyter suite multiple times per system, and provides an easy way to switch between tasks (freqtrade / other analytics tasks).
+
+For this to work, first activate your virtual environment and run the following commands:
+
+``` bash
+# Activate virtual environment
+source .env/bin/activate
+
+pip install ipykernel
+ipython kernel install --user --name=freqtrade
+# Restart jupyter (lab / notebook)
+# select kernel "freqtrade" in the notebook
+```
+
+!!! Note
+    This section is provided for completeness, the Freqtrade Team won't provide full support for problems with this setup and will recommend to install Jupyter in the virtual environment directly, as that is the easiest way to get up and running. For help with this setup please refer to the [Project Jupyter](https://jupyter.org/) [documentation](https://jupyter.org/documentation) or [help channels](https://jupyter.org/community).
+
+    
 ## Fine print  
 
 Some tasks don't work especially well in notebooks. For example, anything using asynchronous execution is a problem for Jupyter. Also, freqtrade's primary entry point is the shell cli, so using pure python in a notebook bypasses arguments that provide required objects and parameters to helper functions. You may need to set those values or create expected objects manually.

From 304d15e23694d1dc3ac1f85760dbc3af9996710a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 29 Dec 2019 19:35:42 +0100
Subject: [PATCH 0154/1106] Small corrections

---
 docs/data-analysis.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/data-analysis.md b/docs/data-analysis.md
index 8786a1199..fc4693b17 100644
--- a/docs/data-analysis.md
+++ b/docs/data-analysis.md
@@ -8,7 +8,7 @@ You can analyze the results of backtests and trading history easily using Jupyte
 * Don't forget to start a Jupyter notebook server from within your conda or venv environment or use [nb_conda_kernels](https://github.com/Anaconda-Platform/nb_conda_kernels)*
 * Copy the example notebook before use so your changes don't get clobbered with the next freqtrade update.
 
-### Using virtual environment with System jupyter
+### Using virtual environment with system-wide Jupyter installation
 
 Sometimes it can be desired to use a system-wide installation of Jupyter notebook, and use a jupyter kernel from the virtual environment.
 This prevents you from installing the full jupyter suite multiple times per system, and provides an easy way to switch between tasks (freqtrade / other analytics tasks).
@@ -26,7 +26,7 @@ ipython kernel install --user --name=freqtrade
 ```
 
 !!! Note
-    This section is provided for completeness, the Freqtrade Team won't provide full support for problems with this setup and will recommend to install Jupyter in the virtual environment directly, as that is the easiest way to get up and running. For help with this setup please refer to the [Project Jupyter](https://jupyter.org/) [documentation](https://jupyter.org/documentation) or [help channels](https://jupyter.org/community).
+    This section is provided for completeness, the Freqtrade Team won't provide full support for problems with this setup and will recommend to install Jupyter in the virtual environment directly, as that is the easiest way to get jupyter notebooks up and running. For help with this setup please refer to the [Project Jupyter](https://jupyter.org/) [documentation](https://jupyter.org/documentation) or [help channels](https://jupyter.org/community).
 
     
 ## Fine print  

From df7ceb4ccbbfd35fe7eaec2d37dea273b89a4873 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 29 Dec 2019 19:51:47 +0100
Subject: [PATCH 0155/1106] Fix misinformation in /status table

---
 freqtrade/rpc/rpc.py           | 2 +-
 tests/rpc/test_rpc.py          | 2 +-
 tests/rpc/test_rpc_telegram.py | 4 ++--
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 35c312743..0a79d350b 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -142,7 +142,7 @@ class RPC:
     def _rpc_status_table(self, stake_currency, fiat_display_currency: str) -> Tuple[List, List]:
         trades = Trade.get_open_trades()
         if not trades:
-            raise RPCException('no active order')
+            raise RPCException('no active trade')
         else:
             trades_list = []
             for trade in trades:
diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index 3b897572c..c5bb0ca2c 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -113,7 +113,7 @@ def test_rpc_status_table(default_conf, ticker, fee, mocker) -> None:
     rpc = RPC(freqtradebot)
 
     freqtradebot.state = State.RUNNING
-    with pytest.raises(RPCException, match=r'.*no active order*'):
+    with pytest.raises(RPCException, match=r'.*no active trade*'):
         rpc._rpc_status_table(default_conf['stake_currency'], 'USD')
 
     freqtradebot.create_trades()
diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py
index f8b9ca8ab..ddbc35bd5 100644
--- a/tests/rpc/test_rpc_telegram.py
+++ b/tests/rpc/test_rpc_telegram.py
@@ -275,13 +275,13 @@ def test_status_table_handle(default_conf, update, ticker, fee, mocker) -> None:
     # Status table is also enabled when stopped
     telegram._status_table(update=update, context=MagicMock())
     assert msg_mock.call_count == 1
-    assert 'no active order' in msg_mock.call_args_list[0][0][0]
+    assert 'no active trade' in msg_mock.call_args_list[0][0][0]
     msg_mock.reset_mock()
 
     freqtradebot.state = State.RUNNING
     telegram._status_table(update=update, context=MagicMock())
     assert msg_mock.call_count == 1
-    assert 'no active order' in msg_mock.call_args_list[0][0][0]
+    assert 'no active trade' in msg_mock.call_args_list[0][0][0]
     msg_mock.reset_mock()
 
     # Create some test data

From 20a132651f460b3ab00f4e4032173b8c58eb7bba Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 30 Dec 2019 07:34:49 +0000
Subject: [PATCH 0156/1106] Bump ccxt from 1.21.12 to 1.21.23

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.21.12 to 1.21.23.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/CHANGELOG.md)
- [Commits](https://github.com/ccxt/ccxt/compare/1.21.12...1.21.23)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 9d0fd4756..add1ea0fd 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.21.12
+ccxt==1.21.23
 SQLAlchemy==1.3.12
 python-telegram-bot==12.2.0
 arrow==0.15.4

From de23f3928de5639a01efe424e5040354196c59e8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 30 Dec 2019 09:56:42 +0100
Subject: [PATCH 0157/1106] Add trailing_only_offset to template and sample

---
 freqtrade/templates/base_strategy.py.j2 | 1 +
 freqtrade/templates/sample_strategy.py  | 1 +
 2 files changed, 2 insertions(+)

diff --git a/freqtrade/templates/base_strategy.py.j2 b/freqtrade/templates/base_strategy.py.j2
index 73a4c7a5a..32573ec9e 100644
--- a/freqtrade/templates/base_strategy.py.j2
+++ b/freqtrade/templates/base_strategy.py.j2
@@ -47,6 +47,7 @@ class {{ strategy }}(IStrategy):
 
     # Trailing stoploss
     trailing_stop = False
+    # trailing_only_offset_is_reached = False
     # trailing_stop_positive = 0.01
     # trailing_stop_positive_offset = 0.0  # Disabled / not configured
 
diff --git a/freqtrade/templates/sample_strategy.py b/freqtrade/templates/sample_strategy.py
index 02bf24e7e..228e56b82 100644
--- a/freqtrade/templates/sample_strategy.py
+++ b/freqtrade/templates/sample_strategy.py
@@ -48,6 +48,7 @@ class SampleStrategy(IStrategy):
 
     # Trailing stoploss
     trailing_stop = False
+    # trailing_only_offset_is_reached = False
     # trailing_stop_positive = 0.01
     # trailing_stop_positive_offset = 0.0  # Disabled / not configured
 

From 4c9295fe2d657fdf373601ea8d2350fb1990ebc8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 30 Dec 2019 14:00:34 +0100
Subject: [PATCH 0158/1106] Rename Bid-strategy helpervariable to something
 shorter

avoids unnecessary wrapping...
---
 freqtrade/freqtradebot.py | 11 +++++------
 1 file changed, 5 insertions(+), 6 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index e47a4a85c..68091ed76 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -313,7 +313,7 @@ class FreqtradeBot:
 
         if buy and not sell:
             if not self.get_free_open_trades():
-                logger.debug("Can't open a new trade: max number of trades is reached")
+                logger.debug("Can't open a new trade: max number of trades is reached.")
                 return False
 
             stake_amount = self.get_trade_stake_amount(pair)
@@ -324,11 +324,10 @@ class FreqtradeBot:
             logger.info(f"Buy signal found: about create a new trade with stake_amount: "
                         f"{stake_amount} ...")
 
-            bidstrat_check_depth_of_market = self.config.get('bid_strategy', {}).\
-                get('check_depth_of_market', {})
-            if (bidstrat_check_depth_of_market.get('enabled', False)) and\
-                    (bidstrat_check_depth_of_market.get('bids_to_ask_delta', 0) > 0):
-                if self._check_depth_of_market_buy(pair, bidstrat_check_depth_of_market):
+            bid_check_dom = self.config.get('bid_strategy', {}).get('check_depth_of_market', {})
+            if ((bid_check_dom.get('enabled', False)) and
+                    (bid_check_dom.get('bids_to_ask_delta', 0) > 0)):
+                if self._check_depth_of_market_buy(pair, bid_check_dom):
                     return self.execute_buy(pair, stake_amount)
                 else:
                     return False

From fb3a53b8af27c49eb4c8a26c271437a581dd187e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 30 Dec 2019 14:28:34 +0100
Subject: [PATCH 0159/1106] Use ExchangeResolver for edge_cli too

---
 freqtrade/optimize/edge_cli.py | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/freqtrade/optimize/edge_cli.py b/freqtrade/optimize/edge_cli.py
index ea5cc663d..4944f1dbb 100644
--- a/freqtrade/optimize/edge_cli.py
+++ b/freqtrade/optimize/edge_cli.py
@@ -12,8 +12,7 @@ from freqtrade import constants
 from freqtrade.configuration import (TimeRange, remove_credentials,
                                      validate_config_consistency)
 from freqtrade.edge import Edge
-from freqtrade.exchange import Exchange
-from freqtrade.resolvers import StrategyResolver
+from freqtrade.resolvers import StrategyResolver, ExchangeResolver
 
 logger = logging.getLogger(__name__)
 
@@ -33,7 +32,7 @@ class EdgeCli:
         # Reset keys for edge
         remove_credentials(self.config)
         self.config['stake_amount'] = constants.UNLIMITED_STAKE_AMOUNT
-        self.exchange = Exchange(self.config)
+        self.exchange = ExchangeResolver.load_exchange(self.config['exchange']['name'], self.config)
         self.strategy = StrategyResolver.load_strategy(self.config)
 
         validate_config_consistency(self.config)

From 20abf67779a1c9f778e6339df0abd0af63433154 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 30 Dec 2019 14:29:36 +0100
Subject: [PATCH 0160/1106] Add Debug "code" for randomly failing test

---
 tests/test_utils.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/tests/test_utils.py b/tests/test_utils.py
index 4cf7b5f23..8545eb817 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -448,6 +448,9 @@ def test_create_datadir(caplog, mocker):
     # Ensure that caplog is empty before starting ...
     # Should prevent random failures.
     caplog.clear()
+    # Added assert here to analyze random test-failures ...
+    assert len(caplog.record_tuples) == 0
+
     cud = mocker.patch("freqtrade.utils.create_userdata_dir", MagicMock())
     csf = mocker.patch("freqtrade.utils.copy_sample_files", MagicMock())
     args = [

From 024aa3ab6b6e5e0ba11bf7cfe0035cb83423bbf3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 30 Dec 2019 14:57:26 +0100
Subject: [PATCH 0161/1106] Move exceptions to seperate module

---
 freqtrade/__init__.py   | 31 -------------------------------
 freqtrade/exceptions.py | 31 +++++++++++++++++++++++++++++++
 2 files changed, 31 insertions(+), 31 deletions(-)
 create mode 100644 freqtrade/exceptions.py

diff --git a/freqtrade/__init__.py b/freqtrade/__init__.py
index 83fee0b0d..e1f65d4fe 100644
--- a/freqtrade/__init__.py
+++ b/freqtrade/__init__.py
@@ -11,34 +11,3 @@ if __version__ == 'develop':
     except Exception:
         # git not available, ignore
         pass
-
-
-class DependencyException(Exception):
-    """
-    Indicates that an assumed dependency is not met.
-    This could happen when there is currently not enough money on the account.
-    """
-
-
-class OperationalException(Exception):
-    """
-    Requires manual intervention and will usually stop the bot.
-    This happens when an exchange returns an unexpected error during runtime
-    or given configuration is invalid.
-    """
-
-
-class InvalidOrderException(Exception):
-    """
-    This is returned when the order is not valid. Example:
-    If stoploss on exchange order is hit, then trying to cancel the order
-    should return this exception.
-    """
-
-
-class TemporaryError(Exception):
-    """
-    Temporary network or exchange related error.
-    This could happen when an exchange is congested, unavailable, or the user
-    has networking problems. Usually resolves itself after a time.
-    """
diff --git a/freqtrade/exceptions.py b/freqtrade/exceptions.py
new file mode 100644
index 000000000..80d45dd86
--- /dev/null
+++ b/freqtrade/exceptions.py
@@ -0,0 +1,31 @@
+
+
+class DependencyException(Exception):
+    """
+    Indicates that an assumed dependency is not met.
+    This could happen when there is currently not enough money on the account.
+    """
+
+
+class OperationalException(Exception):
+    """
+    Requires manual intervention and will usually stop the bot.
+    This happens when an exchange returns an unexpected error during runtime
+    or given configuration is invalid.
+    """
+
+
+class InvalidOrderException(Exception):
+    """
+    This is returned when the order is not valid. Example:
+    If stoploss on exchange order is hit, then trying to cancel the order
+    should return this exception.
+    """
+
+
+class TemporaryError(Exception):
+    """
+    Temporary network or exchange related error.
+    This could happen when an exchange is congested, unavailable, or the user
+    has networking problems. Usually resolves itself after a time.
+    """

From 1ffda29fd2aeb95cffedfaded274c4d07e404436 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 30 Dec 2019 15:02:17 +0100
Subject: [PATCH 0162/1106] Adjust improts to new exception location

---
 freqtrade/configuration/check_exchange.py       |  4 ++--
 freqtrade/configuration/config_validation.py    |  3 ++-
 freqtrade/configuration/configuration.py        |  5 +++--
 freqtrade/configuration/deprecated_settings.py  |  2 +-
 freqtrade/configuration/directory_operations.py |  2 +-
 freqtrade/configuration/load_config.py          |  2 +-
 freqtrade/data/history.py                       |  6 ++++--
 freqtrade/edge/__init__.py                      |  4 ++--
 freqtrade/exchange/binance.py                   |  4 ++--
 freqtrade/exchange/common.py                    |  2 +-
 freqtrade/exchange/exchange.py                  |  4 ++--
 freqtrade/exchange/kraken.py                    |  2 +-
 freqtrade/freqtradebot.py                       |  6 +++---
 freqtrade/loggers.py                            |  2 +-
 freqtrade/main.py                               |  2 +-
 freqtrade/optimize/__init__.py                  |  4 ++--
 freqtrade/optimize/backtesting.py               |  2 +-
 freqtrade/optimize/hyperopt.py                  |  6 +++---
 freqtrade/optimize/hyperopt_interface.py        |  6 ++----
 freqtrade/pairlist/VolumePairList.py            |  2 +-
 freqtrade/pairlist/pairlistmanager.py           |  5 +++--
 freqtrade/persistence.py                        |  2 +-
 freqtrade/plot/plot_utils.py                    |  2 +-
 freqtrade/resolvers/hyperopt_resolver.py        |  2 +-
 freqtrade/resolvers/iresolver.py                |  2 +-
 freqtrade/resolvers/strategy_resolver.py        |  2 +-
 freqtrade/rpc/rpc.py                            |  2 +-
 freqtrade/utils.py                              |  2 +-
 freqtrade/worker.py                             |  4 ++--
 tests/edge/test_edge.py                         |  2 +-
 tests/exchange/test_binance.py                  |  4 ++--
 tests/exchange/test_exchange.py                 |  4 ++--
 tests/optimize/test_backtesting.py              |  4 ++--
 tests/optimize/test_hyperopt.py                 |  2 +-
 tests/pairlist/test_pairlist.py                 |  2 +-
 tests/rpc/test_rpc.py                           |  4 ++--
 tests/strategy/test_strategy.py                 |  2 +-
 tests/test_configuration.py                     |  2 +-
 tests/test_directory_operations.py              |  2 +-
 tests/test_freqtradebot.py                      | 10 +++++-----
 tests/test_main.py                              |  2 +-
 tests/test_persistence.py                       |  3 ++-
 tests/test_plotting.py                          |  6 +++---
 tests/test_utils.py                             |  2 +-
 44 files changed, 74 insertions(+), 70 deletions(-)

diff --git a/freqtrade/configuration/check_exchange.py b/freqtrade/configuration/check_exchange.py
index c739de692..0076b1c5d 100644
--- a/freqtrade/configuration/check_exchange.py
+++ b/freqtrade/configuration/check_exchange.py
@@ -1,9 +1,9 @@
 import logging
 from typing import Any, Dict
 
-from freqtrade import OperationalException
+from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import (available_exchanges, get_exchange_bad_reason,
-                                is_exchange_known_ccxt, is_exchange_bad,
+                                is_exchange_bad, is_exchange_known_ccxt,
                                 is_exchange_officially_supported)
 from freqtrade.state import RunMode
 
diff --git a/freqtrade/configuration/config_validation.py b/freqtrade/configuration/config_validation.py
index 068364884..43eead46a 100644
--- a/freqtrade/configuration/config_validation.py
+++ b/freqtrade/configuration/config_validation.py
@@ -4,7 +4,8 @@ from typing import Any, Dict
 from jsonschema import Draft4Validator, validators
 from jsonschema.exceptions import ValidationError, best_match
 
-from freqtrade import constants, OperationalException
+from freqtrade import constants
+from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
 
 logger = logging.getLogger(__name__)
diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index f73b52c10..a8b7638c8 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -7,15 +7,16 @@ from copy import deepcopy
 from pathlib import Path
 from typing import Any, Callable, Dict, List, Optional
 
-from freqtrade import OperationalException, constants
+from freqtrade import constants
 from freqtrade.configuration.check_exchange import check_exchange
 from freqtrade.configuration.deprecated_settings import process_temporary_deprecated_settings
 from freqtrade.configuration.directory_operations import (create_datadir,
                                                           create_userdata_dir)
 from freqtrade.configuration.load_config import load_config_file
+from freqtrade.exceptions import OperationalException
 from freqtrade.loggers import setup_logging
 from freqtrade.misc import deep_merge_dicts, json_load
-from freqtrade.state import RunMode, TRADING_MODES, NON_UTIL_MODES
+from freqtrade.state import NON_UTIL_MODES, TRADING_MODES, RunMode
 
 logger = logging.getLogger(__name__)
 
diff --git a/freqtrade/configuration/deprecated_settings.py b/freqtrade/configuration/deprecated_settings.py
index b1e3535a3..260aae419 100644
--- a/freqtrade/configuration/deprecated_settings.py
+++ b/freqtrade/configuration/deprecated_settings.py
@@ -5,7 +5,7 @@ Functions to handle deprecated settings
 import logging
 from typing import Any, Dict
 
-from freqtrade import OperationalException
+from freqtrade.exceptions import OperationalException
 
 
 logger = logging.getLogger(__name__)
diff --git a/freqtrade/configuration/directory_operations.py b/freqtrade/configuration/directory_operations.py
index 556f27742..43a209483 100644
--- a/freqtrade/configuration/directory_operations.py
+++ b/freqtrade/configuration/directory_operations.py
@@ -3,7 +3,7 @@ import shutil
 from pathlib import Path
 from typing import Any, Dict, Optional
 
-from freqtrade import OperationalException
+from freqtrade.exceptions import OperationalException
 from freqtrade.constants import USER_DATA_FILES
 
 logger = logging.getLogger(__name__)
diff --git a/freqtrade/configuration/load_config.py b/freqtrade/configuration/load_config.py
index 7a3ca1798..19179c6c3 100644
--- a/freqtrade/configuration/load_config.py
+++ b/freqtrade/configuration/load_config.py
@@ -6,7 +6,7 @@ import logging
 import sys
 from typing import Any, Dict
 
-from freqtrade import OperationalException
+from freqtrade.exceptions import OperationalException
 
 
 logger = logging.getLogger(__name__)
diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index 4c5c0521f..30d168f78 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -16,10 +16,12 @@ from typing import Any, Dict, List, Optional, Tuple
 import arrow
 from pandas import DataFrame
 
-from freqtrade import OperationalException, misc
+from freqtrade import misc
 from freqtrade.configuration import TimeRange
 from freqtrade.data.converter import parse_ticker_dataframe, trades_to_ohlcv
-from freqtrade.exchange import Exchange, timeframe_to_minutes, timeframe_to_seconds
+from freqtrade.exceptions import OperationalException
+from freqtrade.exchange import (Exchange, timeframe_to_minutes,
+                                timeframe_to_seconds)
 
 logger = logging.getLogger(__name__)
 
diff --git a/freqtrade/edge/__init__.py b/freqtrade/edge/__init__.py
index 9ad2485ef..19d65d9d7 100644
--- a/freqtrade/edge/__init__.py
+++ b/freqtrade/edge/__init__.py
@@ -8,12 +8,12 @@ import numpy as np
 import utils_find_1st as utf1st
 from pandas import DataFrame
 
-from freqtrade import constants, OperationalException
+from freqtrade import constants
 from freqtrade.configuration import TimeRange
 from freqtrade.data import history
+from freqtrade.exceptions import OperationalException
 from freqtrade.strategy.interface import SellType
 
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/freqtrade/exchange/binance.py b/freqtrade/exchange/binance.py
index b5507981f..96f72fcf5 100644
--- a/freqtrade/exchange/binance.py
+++ b/freqtrade/exchange/binance.py
@@ -4,8 +4,8 @@ from typing import Dict
 
 import ccxt
 
-from freqtrade import (DependencyException, InvalidOrderException,
-                       OperationalException, TemporaryError)
+from freqtrade.exceptions import (DependencyException, InvalidOrderException,
+                                  OperationalException, TemporaryError)
 from freqtrade.exchange import Exchange
 
 logger = logging.getLogger(__name__)
diff --git a/freqtrade/exchange/common.py b/freqtrade/exchange/common.py
index ed30b95c7..b38ed35a3 100644
--- a/freqtrade/exchange/common.py
+++ b/freqtrade/exchange/common.py
@@ -1,6 +1,6 @@
 import logging
 
-from freqtrade import DependencyException, TemporaryError
+from freqtrade.exceptions import DependencyException, TemporaryError
 
 logger = logging.getLogger(__name__)
 
diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 01e84c06e..3ef32db62 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -17,9 +17,9 @@ import ccxt.async_support as ccxt_async
 from ccxt.base.decimal_to_precision import ROUND_DOWN, ROUND_UP
 from pandas import DataFrame
 
-from freqtrade import (DependencyException, InvalidOrderException,
-                       OperationalException, TemporaryError)
 from freqtrade.data.converter import parse_ticker_dataframe
+from freqtrade.exceptions import (DependencyException, InvalidOrderException,
+                                  OperationalException, TemporaryError)
 from freqtrade.exchange.common import BAD_EXCHANGES, retrier, retrier_async
 from freqtrade.misc import deep_merge_dicts
 
diff --git a/freqtrade/exchange/kraken.py b/freqtrade/exchange/kraken.py
index f548489bc..9bcd9cc1f 100644
--- a/freqtrade/exchange/kraken.py
+++ b/freqtrade/exchange/kraken.py
@@ -4,7 +4,7 @@ from typing import Dict
 
 import ccxt
 
-from freqtrade import OperationalException, TemporaryError
+from freqtrade.exceptions import OperationalException, TemporaryError
 from freqtrade.exchange import Exchange
 from freqtrade.exchange.exchange import retrier
 
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 90eb7beba..f33a8cd03 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -12,17 +12,17 @@ from typing import Any, Dict, List, Optional, Tuple
 import arrow
 from requests.exceptions import RequestException
 
-from freqtrade import (DependencyException, InvalidOrderException, __version__,
-                       constants, persistence)
+from freqtrade import __version__, constants, persistence
 from freqtrade.configuration import validate_config_consistency
 from freqtrade.data.converter import order_book_to_dataframe
 from freqtrade.data.dataprovider import DataProvider
 from freqtrade.edge import Edge
+from freqtrade.exceptions import DependencyException, InvalidOrderException
 from freqtrade.exchange import timeframe_to_minutes, timeframe_to_next_date
+from freqtrade.pairlist.pairlistmanager import PairListManager
 from freqtrade.persistence import Trade
 from freqtrade.resolvers import ExchangeResolver, StrategyResolver
 from freqtrade.rpc import RPCManager, RPCMessageType
-from freqtrade.pairlist.pairlistmanager import PairListManager
 from freqtrade.state import State
 from freqtrade.strategy.interface import IStrategy, SellType
 from freqtrade.wallets import Wallets
diff --git a/freqtrade/loggers.py b/freqtrade/loggers.py
index 27f16ecc3..c69388430 100644
--- a/freqtrade/loggers.py
+++ b/freqtrade/loggers.py
@@ -5,7 +5,7 @@ from logging import Formatter
 from logging.handlers import RotatingFileHandler, SysLogHandler
 from typing import Any, Dict, List
 
-from freqtrade import OperationalException
+from freqtrade.exceptions import OperationalException
 
 
 logger = logging.getLogger(__name__)
diff --git a/freqtrade/main.py b/freqtrade/main.py
index 7afaeb1a2..62d2fc05d 100755
--- a/freqtrade/main.py
+++ b/freqtrade/main.py
@@ -13,8 +13,8 @@ if sys.version_info < (3, 6):
 import logging
 from typing import Any, List
 
-from freqtrade import OperationalException
 from freqtrade.configuration import Arguments
+from freqtrade.exceptions import OperationalException
 
 
 logger = logging.getLogger('freqtrade')
diff --git a/freqtrade/optimize/__init__.py b/freqtrade/optimize/__init__.py
index 1f2f588ef..34760372f 100644
--- a/freqtrade/optimize/__init__.py
+++ b/freqtrade/optimize/__init__.py
@@ -1,11 +1,11 @@
 import logging
 from typing import Any, Dict
 
-from freqtrade import DependencyException, constants, OperationalException
+from freqtrade import constants
+from freqtrade.exceptions import DependencyException, OperationalException
 from freqtrade.state import RunMode
 from freqtrade.utils import setup_utils_configuration
 
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index a8fe90a06..9bd0327e0 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -12,11 +12,11 @@ from typing import Any, Dict, List, NamedTuple, Optional
 from pandas import DataFrame
 from tabulate import tabulate
 
-from freqtrade import OperationalException
 from freqtrade.configuration import (TimeRange, remove_credentials,
                                      validate_config_consistency)
 from freqtrade.data import history
 from freqtrade.data.dataprovider import DataProvider
+from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import timeframe_to_minutes, timeframe_to_seconds
 from freqtrade.misc import file_dump_json
 from freqtrade.persistence import Trade
diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 48f883ac5..a8f1a71ef 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -22,13 +22,13 @@ from joblib import (Parallel, cpu_count, delayed, dump, load,
                     wrap_non_picklable_objects)
 from pandas import DataFrame
 
-from freqtrade import OperationalException
 from freqtrade.data.history import get_timerange, trim_dataframe
+from freqtrade.exceptions import OperationalException
 from freqtrade.misc import plural, round_dict
 from freqtrade.optimize.backtesting import Backtesting
 # Import IHyperOpt and IHyperOptLoss to allow unpickling classes from these modules
-from freqtrade.optimize.hyperopt_interface import IHyperOpt  # noqa: F4
-from freqtrade.optimize.hyperopt_loss_interface import IHyperOptLoss  # noqa: F4
+from freqtrade.optimize.hyperopt_interface import IHyperOpt  # noqa: F401
+from freqtrade.optimize.hyperopt_loss_interface import IHyperOptLoss  # noqa: F401
 from freqtrade.resolvers.hyperopt_resolver import (HyperOptLossResolver,
                                                    HyperOptResolver)
 
diff --git a/freqtrade/optimize/hyperopt_interface.py b/freqtrade/optimize/hyperopt_interface.py
index 856f3eee7..d7d917c19 100644
--- a/freqtrade/optimize/hyperopt_interface.py
+++ b/freqtrade/optimize/hyperopt_interface.py
@@ -4,17 +4,15 @@ This module defines the interface to apply for hyperopt
 """
 import logging
 import math
-
 from abc import ABC
-from typing import Dict, Any, Callable, List
+from typing import Any, Callable, Dict, List
 
 from skopt.space import Categorical, Dimension, Integer, Real
 
-from freqtrade import OperationalException
+from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import timeframe_to_minutes
 from freqtrade.misc import round_dict
 
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/freqtrade/pairlist/VolumePairList.py b/freqtrade/pairlist/VolumePairList.py
index 2df9ba691..4ac9935ba 100644
--- a/freqtrade/pairlist/VolumePairList.py
+++ b/freqtrade/pairlist/VolumePairList.py
@@ -8,7 +8,7 @@ import logging
 from datetime import datetime
 from typing import Dict, List
 
-from freqtrade import OperationalException
+from freqtrade.exceptions import OperationalException
 from freqtrade.pairlist.IPairList import IPairList
 
 logger = logging.getLogger(__name__)
diff --git a/freqtrade/pairlist/pairlistmanager.py b/freqtrade/pairlist/pairlistmanager.py
index 1530710d2..55828c6ef 100644
--- a/freqtrade/pairlist/pairlistmanager.py
+++ b/freqtrade/pairlist/pairlistmanager.py
@@ -4,11 +4,12 @@ Static List provider
 Provides lists as configured in config.json
 
  """
-from cachetools import TTLCache, cached
 import logging
 from typing import Dict, List
 
-from freqtrade import OperationalException
+from cachetools import TTLCache, cached
+
+from freqtrade.exceptions import OperationalException
 from freqtrade.pairlist.IPairList import IPairList
 from freqtrade.resolvers import PairListResolver
 
diff --git a/freqtrade/persistence.py b/freqtrade/persistence.py
index 993b68bc7..75116f1e3 100644
--- a/freqtrade/persistence.py
+++ b/freqtrade/persistence.py
@@ -16,7 +16,7 @@ from sqlalchemy.orm.scoping import scoped_session
 from sqlalchemy.orm.session import sessionmaker
 from sqlalchemy.pool import StaticPool
 
-from freqtrade import OperationalException
+from freqtrade.exceptions import OperationalException
 
 logger = logging.getLogger(__name__)
 
diff --git a/freqtrade/plot/plot_utils.py b/freqtrade/plot/plot_utils.py
index 8de0eb9e7..9eff08396 100644
--- a/freqtrade/plot/plot_utils.py
+++ b/freqtrade/plot/plot_utils.py
@@ -1,6 +1,6 @@
 from typing import Any, Dict
 
-from freqtrade import OperationalException
+from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
 from freqtrade.utils import setup_utils_configuration
 
diff --git a/freqtrade/resolvers/hyperopt_resolver.py b/freqtrade/resolvers/hyperopt_resolver.py
index c26fd09f2..ddf461252 100644
--- a/freqtrade/resolvers/hyperopt_resolver.py
+++ b/freqtrade/resolvers/hyperopt_resolver.py
@@ -7,8 +7,8 @@ import logging
 from pathlib import Path
 from typing import Dict
 
-from freqtrade import OperationalException
 from freqtrade.constants import DEFAULT_HYPEROPT_LOSS, USERPATH_HYPEROPTS
+from freqtrade.exceptions import OperationalException
 from freqtrade.optimize.hyperopt_interface import IHyperOpt
 from freqtrade.optimize.hyperopt_loss_interface import IHyperOptLoss
 from freqtrade.resolvers import IResolver
diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index e3c0d1ad0..5a844097c 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -9,7 +9,7 @@ import logging
 from pathlib import Path
 from typing import Any, Dict, Generator, List, Optional, Tuple, Type, Union
 
-from freqtrade import OperationalException
+from freqtrade.exceptions import OperationalException
 
 logger = logging.getLogger(__name__)
 
diff --git a/freqtrade/resolvers/strategy_resolver.py b/freqtrade/resolvers/strategy_resolver.py
index 4fd5c586a..9e64f38df 100644
--- a/freqtrade/resolvers/strategy_resolver.py
+++ b/freqtrade/resolvers/strategy_resolver.py
@@ -11,9 +11,9 @@ from inspect import getfullargspec
 from pathlib import Path
 from typing import Dict, Optional
 
-from freqtrade import OperationalException
 from freqtrade.constants import (REQUIRED_ORDERTIF, REQUIRED_ORDERTYPES,
                                  USERPATH_STRATEGY)
+from freqtrade.exceptions import OperationalException
 from freqtrade.resolvers import IResolver
 from freqtrade.strategy.interface import IStrategy
 
diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 0a79d350b..c187dae4f 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -11,7 +11,7 @@ from typing import Any, Dict, List, Optional, Tuple
 import arrow
 from numpy import NAN, mean
 
-from freqtrade import DependencyException, TemporaryError
+from freqtrade.exceptions import DependencyException, TemporaryError
 from freqtrade.misc import shorten_date
 from freqtrade.persistence import Trade
 from freqtrade.rpc.fiat_convert import CryptoToFiatConverter
diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 5a5662e4b..45520ecf7 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -11,7 +11,6 @@ import rapidjson
 from colorama import init as colorama_init
 from tabulate import tabulate
 
-from freqtrade import OperationalException
 from freqtrade.configuration import (Configuration, TimeRange,
                                      remove_credentials)
 from freqtrade.configuration.directory_operations import (copy_sample_files,
@@ -20,6 +19,7 @@ from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGY
 from freqtrade.data.history import (convert_trades_to_ohlcv,
                                     refresh_backtest_ohlcv_data,
                                     refresh_backtest_trades_data)
+from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import (available_exchanges, ccxt_exchanges,
                                 market_is_active, symbol_is_pair)
 from freqtrade.misc import plural, render_template
diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index 8e4be9d43..22651d269 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -8,9 +8,9 @@ from typing import Any, Callable, Dict, Optional
 
 import sdnotify
 
-from freqtrade import (OperationalException, TemporaryError, __version__,
-                       constants)
+from freqtrade import __version__, constants
 from freqtrade.configuration import Configuration
+from freqtrade.exceptions import OperationalException, TemporaryError
 from freqtrade.freqtradebot import FreqtradeBot
 from freqtrade.rpc import RPCMessageType
 from freqtrade.state import State
diff --git a/tests/edge/test_edge.py b/tests/edge/test_edge.py
index 3a866c0a8..ef1280fa4 100644
--- a/tests/edge/test_edge.py
+++ b/tests/edge/test_edge.py
@@ -10,7 +10,7 @@ import numpy as np
 import pytest
 from pandas import DataFrame, to_datetime
 
-from freqtrade import OperationalException
+from freqtrade.exceptions import OperationalException
 from freqtrade.data.converter import parse_ticker_dataframe
 from freqtrade.edge import Edge, PairInfo
 from freqtrade.strategy.interface import SellType
diff --git a/tests/exchange/test_binance.py b/tests/exchange/test_binance.py
index 7720a7d2e..0a12c1cb1 100644
--- a/tests/exchange/test_binance.py
+++ b/tests/exchange/test_binance.py
@@ -4,8 +4,8 @@ from unittest.mock import MagicMock
 import ccxt
 import pytest
 
-from freqtrade import (DependencyException, InvalidOrderException,
-                       OperationalException, TemporaryError)
+from freqtrade.exceptions import (DependencyException, InvalidOrderException,
+                                  OperationalException, TemporaryError)
 from tests.conftest import get_patched_exchange
 
 
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 2f95e4e01..cb40bdbd9 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -11,8 +11,8 @@ import ccxt
 import pytest
 from pandas import DataFrame
 
-from freqtrade import (DependencyException, InvalidOrderException,
-                       OperationalException, TemporaryError)
+from freqtrade.exceptions import (DependencyException, InvalidOrderException,
+                                  OperationalException, TemporaryError)
 from freqtrade.exchange import Binance, Exchange, Kraken
 from freqtrade.exchange.common import API_RETRY_COUNT
 from freqtrade.exchange.exchange import (market_is_active, symbol_is_pair,
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 8a27c591f..4e2fd01cf 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -10,13 +10,14 @@ import pandas as pd
 import pytest
 from arrow import Arrow
 
-from freqtrade import DependencyException, OperationalException, constants
+from freqtrade import constants
 from freqtrade.configuration import TimeRange
 from freqtrade.data import history
 from freqtrade.data.btanalysis import evaluate_result_multi
 from freqtrade.data.converter import parse_ticker_dataframe
 from freqtrade.data.dataprovider import DataProvider
 from freqtrade.data.history import get_timerange
+from freqtrade.exceptions import DependencyException, OperationalException
 from freqtrade.optimize import setup_configuration, start_backtesting
 from freqtrade.optimize.backtesting import Backtesting
 from freqtrade.state import RunMode
@@ -25,7 +26,6 @@ from freqtrade.strategy.interface import SellType
 from tests.conftest import (get_args, log_has, log_has_re, patch_exchange,
                             patched_configuration_load_config_file)
 
-
 ORDER_TYPES = [
     {
         'buy': 'limit',
diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index fb492be35..473d760ac 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -9,7 +9,7 @@ import pytest
 from arrow import Arrow
 from filelock import Timeout
 
-from freqtrade import OperationalException
+from freqtrade.exceptions import OperationalException
 from freqtrade.data.converter import parse_ticker_dataframe
 from freqtrade.data.history import load_tickerdata_file
 from freqtrade.optimize import setup_configuration, start_hyperopt
diff --git a/tests/pairlist/test_pairlist.py b/tests/pairlist/test_pairlist.py
index 21929de2b..ac4cbc813 100644
--- a/tests/pairlist/test_pairlist.py
+++ b/tests/pairlist/test_pairlist.py
@@ -4,7 +4,7 @@ from unittest.mock import MagicMock, PropertyMock
 
 import pytest
 
-from freqtrade import OperationalException
+from freqtrade.exceptions import OperationalException
 from freqtrade.constants import AVAILABLE_PAIRLISTS
 from freqtrade.resolvers import PairListResolver
 from freqtrade.pairlist.pairlistmanager import PairListManager
diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index c5bb0ca2c..31632bd70 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -7,13 +7,13 @@ from unittest.mock import ANY, MagicMock, PropertyMock
 import pytest
 from numpy import isnan
 
-from freqtrade import DependencyException, TemporaryError
 from freqtrade.edge import PairInfo
+from freqtrade.exceptions import DependencyException, TemporaryError
 from freqtrade.persistence import Trade
 from freqtrade.rpc import RPC, RPCException
 from freqtrade.rpc.fiat_convert import CryptoToFiatConverter
 from freqtrade.state import State
-from tests.conftest import patch_get_signal, get_patched_freqtradebot
+from tests.conftest import get_patched_freqtradebot, patch_get_signal
 
 
 # Functions for recurrent object patching
diff --git a/tests/strategy/test_strategy.py b/tests/strategy/test_strategy.py
index 10b9f3466..d3977ae44 100644
--- a/tests/strategy/test_strategy.py
+++ b/tests/strategy/test_strategy.py
@@ -8,7 +8,7 @@ from pathlib import Path
 import pytest
 from pandas import DataFrame
 
-from freqtrade import OperationalException
+from freqtrade.exceptions import OperationalException
 from freqtrade.resolvers import StrategyResolver
 from freqtrade.strategy.interface import IStrategy
 from tests.conftest import log_has, log_has_re
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index 6564417b3..ee3d23131 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -10,7 +10,6 @@ from unittest.mock import MagicMock
 import pytest
 from jsonschema import ValidationError
 
-from freqtrade import OperationalException
 from freqtrade.configuration import (Arguments, Configuration, check_exchange,
                                      remove_credentials,
                                      validate_config_consistency)
@@ -20,6 +19,7 @@ from freqtrade.configuration.deprecated_settings import (
     process_temporary_deprecated_settings)
 from freqtrade.configuration.load_config import load_config_file
 from freqtrade.constants import DEFAULT_DB_DRYRUN_URL, DEFAULT_DB_PROD_URL
+from freqtrade.exceptions import OperationalException
 from freqtrade.loggers import _set_loggers, setup_logging
 from freqtrade.state import RunMode
 from tests.conftest import (log_has, log_has_re,
diff --git a/tests/test_directory_operations.py b/tests/test_directory_operations.py
index db41e2da2..889338a64 100644
--- a/tests/test_directory_operations.py
+++ b/tests/test_directory_operations.py
@@ -4,10 +4,10 @@ from unittest.mock import MagicMock
 
 import pytest
 
-from freqtrade import OperationalException
 from freqtrade.configuration.directory_operations import (copy_sample_files,
                                                           create_datadir,
                                                           create_userdata_dir)
+from freqtrade.exceptions import OperationalException
 from tests.conftest import log_has, log_has_re
 
 
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 2f8c786fd..3f5b7bd54 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -11,9 +11,9 @@ import arrow
 import pytest
 import requests
 
-from freqtrade import (DependencyException, InvalidOrderException,
-                       OperationalException, TemporaryError, constants)
-from freqtrade.constants import MATH_CLOSE_PREC
+from freqtrade.constants import MATH_CLOSE_PREC, UNLIMITED_STAKE_AMOUNT
+from freqtrade.exceptions import (DependencyException, InvalidOrderException,
+                                  OperationalException, TemporaryError)
 from freqtrade.freqtradebot import FreqtradeBot
 from freqtrade.persistence import Trade
 from freqtrade.rpc import RPCMessageType
@@ -163,7 +163,7 @@ def test_get_trade_stake_amount_unlimited_amount(default_conf, ticker,
     )
 
     conf = deepcopy(default_conf)
-    conf['stake_amount'] = constants.UNLIMITED_STAKE_AMOUNT
+    conf['stake_amount'] = UNLIMITED_STAKE_AMOUNT
     conf['max_open_trades'] = 2
 
     freqtrade = FreqtradeBot(conf)
@@ -564,7 +564,7 @@ def test_create_trades_limit_reached(default_conf, ticker, limit_buy_order,
         get_fee=fee,
     )
     default_conf['max_open_trades'] = 0
-    default_conf['stake_amount'] = constants.UNLIMITED_STAKE_AMOUNT
+    default_conf['stake_amount'] = UNLIMITED_STAKE_AMOUNT
 
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
diff --git a/tests/test_main.py b/tests/test_main.py
index 03e6a7ce9..83be01999 100644
--- a/tests/test_main.py
+++ b/tests/test_main.py
@@ -5,8 +5,8 @@ from unittest.mock import MagicMock, PropertyMock
 
 import pytest
 
-from freqtrade import OperationalException
 from freqtrade.configuration import Arguments
+from freqtrade.exceptions import OperationalException
 from freqtrade.freqtradebot import FreqtradeBot
 from freqtrade.main import main
 from freqtrade.state import State
diff --git a/tests/test_persistence.py b/tests/test_persistence.py
index b9a636e1a..6bd7971a7 100644
--- a/tests/test_persistence.py
+++ b/tests/test_persistence.py
@@ -6,7 +6,8 @@ import arrow
 import pytest
 from sqlalchemy import create_engine
 
-from freqtrade import OperationalException, constants
+from freqtrade import constants
+from freqtrade.exceptions import OperationalException
 from freqtrade.persistence import Trade, clean_dry_run_db, init
 from tests.conftest import log_has
 
diff --git a/tests/test_plotting.py b/tests/test_plotting.py
index 31502cafc..9934d2493 100644
--- a/tests/test_plotting.py
+++ b/tests/test_plotting.py
@@ -7,17 +7,17 @@ import plotly.graph_objects as go
 import pytest
 from plotly.subplots import make_subplots
 
-from freqtrade import OperationalException
 from freqtrade.configuration import TimeRange
 from freqtrade.data import history
 from freqtrade.data.btanalysis import create_cum_profit, load_backtest_data
+from freqtrade.exceptions import OperationalException
 from freqtrade.plot.plot_utils import start_plot_dataframe, start_plot_profit
 from freqtrade.plot.plotting import (add_indicators, add_profit,
-                                     load_and_plot_trades,
                                      generate_candlestick_graph,
                                      generate_plot_filename,
                                      generate_profit_graph, init_plotscript,
-                                     plot_profit, plot_trades, store_plot_file)
+                                     load_and_plot_trades, plot_profit,
+                                     plot_trades, store_plot_file)
 from freqtrade.strategy.default_strategy import DefaultStrategy
 from tests.conftest import get_args, log_has, log_has_re
 
diff --git a/tests/test_utils.py b/tests/test_utils.py
index 4cf7b5f23..2e2499337 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -4,7 +4,7 @@ from unittest.mock import MagicMock, PropertyMock
 
 import pytest
 
-from freqtrade import OperationalException
+from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
 from freqtrade.utils import (setup_utils_configuration, start_create_userdir,
                              start_download_data, start_hyperopt_list,

From 8e9a3e8fc8e5de762455ca7472c81e5ad15f8591 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 30 Dec 2019 15:11:07 +0100
Subject: [PATCH 0163/1106] Capture FtBaseException at the outermost level

---
 freqtrade/exceptions.py | 28 +++++++++++++++++-----------
 freqtrade/main.py       |  4 ++--
 tests/test_main.py      |  4 ++--
 3 files changed, 21 insertions(+), 15 deletions(-)

diff --git a/freqtrade/exceptions.py b/freqtrade/exceptions.py
index 80d45dd86..2f05ddb57 100644
--- a/freqtrade/exceptions.py
+++ b/freqtrade/exceptions.py
@@ -1,21 +1,27 @@
 
 
-class DependencyException(Exception):
+class FreqtradeException(Exception):
+    """
+    Freqtrade base exception. Handled at the outermost level.
+    All other exception types are subclasses of this exception type.
+    """
+
+
+class OperationalException(FreqtradeException):
+    """
+    Requires manual intervention and will stop the bot.
+    Most of the time, this is caused by an invalid Configuration.
+    """
+
+
+class DependencyException(FreqtradeException):
     """
     Indicates that an assumed dependency is not met.
     This could happen when there is currently not enough money on the account.
     """
 
 
-class OperationalException(Exception):
-    """
-    Requires manual intervention and will usually stop the bot.
-    This happens when an exchange returns an unexpected error during runtime
-    or given configuration is invalid.
-    """
-
-
-class InvalidOrderException(Exception):
+class InvalidOrderException(FreqtradeException):
     """
     This is returned when the order is not valid. Example:
     If stoploss on exchange order is hit, then trying to cancel the order
@@ -23,7 +29,7 @@ class InvalidOrderException(Exception):
     """
 
 
-class TemporaryError(Exception):
+class TemporaryError(FreqtradeException):
     """
     Temporary network or exchange related error.
     This could happen when an exchange is congested, unavailable, or the user
diff --git a/freqtrade/main.py b/freqtrade/main.py
index 62d2fc05d..811e29864 100755
--- a/freqtrade/main.py
+++ b/freqtrade/main.py
@@ -4,6 +4,7 @@ Main Freqtrade bot script.
 Read the documentation to know what cli arguments you need.
 """
 
+from freqtrade.exceptions import FreqtradeException, OperationalException
 import sys
 # check min. python version
 if sys.version_info < (3, 6):
@@ -14,7 +15,6 @@ import logging
 from typing import Any, List
 
 from freqtrade.configuration import Arguments
-from freqtrade.exceptions import OperationalException
 
 
 logger = logging.getLogger('freqtrade')
@@ -50,7 +50,7 @@ def main(sysargv: List[str] = None) -> None:
     except KeyboardInterrupt:
         logger.info('SIGINT received, aborting ...')
         return_code = 0
-    except OperationalException as e:
+    except FreqtradeException as e:
         logger.error(str(e))
         return_code = 2
     except Exception:
diff --git a/tests/test_main.py b/tests/test_main.py
index 83be01999..76b1bf658 100644
--- a/tests/test_main.py
+++ b/tests/test_main.py
@@ -6,7 +6,7 @@ from unittest.mock import MagicMock, PropertyMock
 import pytest
 
 from freqtrade.configuration import Arguments
-from freqtrade.exceptions import OperationalException
+from freqtrade.exceptions import OperationalException, FreqtradeException
 from freqtrade.freqtradebot import FreqtradeBot
 from freqtrade.main import main
 from freqtrade.state import State
@@ -96,7 +96,7 @@ def test_main_operational_exception(mocker, default_conf, caplog) -> None:
     mocker.patch('freqtrade.freqtradebot.FreqtradeBot.cleanup', MagicMock())
     mocker.patch(
         'freqtrade.worker.Worker._worker',
-        MagicMock(side_effect=OperationalException('Oh snap!'))
+        MagicMock(side_effect=FreqtradeException('Oh snap!'))
     )
     patched_configuration_load_config_file(mocker, default_conf)
     mocker.patch('freqtrade.wallets.Wallets.update', MagicMock())

From 4d56e3b36e02d2fb8bd41bde5cbf0fabc0cd7a28 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Mon, 30 Dec 2019 20:54:32 +0300
Subject: [PATCH 0164/1106] Address some comments made in the review

---
 freqtrade/freqtradebot.py | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 68091ed76..3bfa74005 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -296,8 +296,11 @@ class FreqtradeBot:
 
     def create_trade(self, pair: str) -> bool:
         """
-        Check the implemented trading strategy for buy-signals.
-        If the pair triggers the buy_signal a new trade record gets created.
+        Check the implemented trading strategy for buy signals.
+
+        If the pair triggers the buy signal a new trade record gets created
+        and the buy-order opening the trade gets issued towards the exchange.
+
         :return: True if a trade has been created.
         """
         logger.debug(f"create_trade for pair {pair}")
@@ -467,7 +470,7 @@ class FreqtradeBot:
         if not whitelist:
             logger.info("Active pair whitelist is empty.")
         else:
-            # Remove currently opened and latest pairs from whitelist
+            # Remove pairs for currently opened trades from the whitelist
             for trade in Trade.get_open_trades():
                 if trade.pair in whitelist:
                     whitelist.remove(trade.pair)

From b00406a7eb0e73f2b104598441958782d4c95497 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Mon, 30 Dec 2019 21:09:35 +0300
Subject: [PATCH 0165/1106] Make process_maybe_execute_*() returning integers

---
 freqtrade/freqtradebot.py | 23 +++++++++++++----------
 1 file changed, 13 insertions(+), 10 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 3bfa74005..e6f51e5fa 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -460,11 +460,11 @@ class FreqtradeBot:
 
         return True
 
-    def process_maybe_execute_buys(self) -> None:
+    def process_maybe_execute_buys(self) -> int:
         """
         Tries to execute buy orders for trades in a safe way
         """
-        result = False
+        trades_created = 0
 
         whitelist = copy.deepcopy(self.active_pair_whitelist)
         if not whitelist:
@@ -483,39 +483,42 @@ class FreqtradeBot:
                 # Create entity and execute trade for each pair from whitelist
                 for pair in whitelist:
                     try:
-                        if self.create_trade(pair):
-                            result = True
+                        trades_created += self.create_trade(pair)
                     except DependencyException as exception:
                         logger.warning('Unable to create trade: %s', exception)
 
-                if not result:
+                if not trades_created:
                     logger.debug("Found no buy signals for whitelisted currencies. "
                                  "Trying again...")
 
-    def process_maybe_execute_sells(self, trades: List[Any]) -> None:
+        return trades_created
+
+    def process_maybe_execute_sells(self, trades: List[Any]) -> int:
         """
         Tries to execute sell orders for trades in a safe way
         """
-        result = False
+        trades_closed = 0
         for trade in trades:
             try:
                 self.update_trade_state(trade)
 
                 if (self.strategy.order_types.get('stoploss_on_exchange') and
                         self.handle_stoploss_on_exchange(trade)):
-                    result = True
+                    trades_closed += 1
                     continue
                 # Check if we can sell our current pair
                 if trade.open_order_id is None and self.handle_trade(trade):
-                    result = True
+                    trades_closed += 1
 
             except DependencyException as exception:
                 logger.warning('Unable to sell trade: %s', exception)
 
         # Updating wallets if any trade occured
-        if result:
+        if trades_closed:
             self.wallets.update()
 
+        return trades_closed
+
     def get_real_amount(self, trade: Trade, order: Dict, order_amount: float = None) -> float:
         """
         Get real amount for the trade

From 84918ad42481a7558bd935a1639b29de5f317931 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Mon, 30 Dec 2019 22:08:36 +0300
Subject: [PATCH 0166/1106] Rename process_maybe_execute_sells() -->
 exit_positions()

---
 freqtrade/freqtradebot.py  |  8 ++++----
 tests/test_freqtradebot.py | 22 ++++++++++++----------
 tests/test_integration.py  |  6 ++++--
 3 files changed, 20 insertions(+), 16 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index e6f51e5fa..695302bf9 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -132,8 +132,8 @@ class FreqtradeBot:
         self.dataprovider.refresh(self._create_pair_whitelist(self.active_pair_whitelist),
                                   self.strategy.informative_pairs())
 
-        # First process current opened trades
-        self.process_maybe_execute_sells(trades)
+        # First process current opened trades (positions)
+        self.exit_positions(trades)
 
         # Then looking for buy opportunities
         if self.get_free_open_trades():
@@ -493,9 +493,9 @@ class FreqtradeBot:
 
         return trades_created
 
-    def process_maybe_execute_sells(self, trades: List[Any]) -> int:
+    def exit_positions(self, trades: List[Any]) -> int:
         """
-        Tries to execute sell orders for trades in a safe way
+        Tries to execute sell orders for open trades (positions)
         """
         trades_closed = 0
         for trade in trades:
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index be6a9b392..22110dd1c 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -990,7 +990,7 @@ def test_add_stoploss_on_exchange(mocker, default_conf, limit_buy_order) -> None
     trade.is_open = True
     trades = [trade]
 
-    freqtrade.process_maybe_execute_sells(trades)
+    freqtrade.exit_positions(trades)
     assert trade.stoploss_order_id == '13434334'
     assert stoploss_limit.call_count == 1
     assert trade.is_open is True
@@ -1463,7 +1463,7 @@ def test_process_maybe_execute_buys_exception(mocker, default_conf, caplog) -> N
     assert log_has('Unable to create trade: ', caplog)
 
 
-def test_process_maybe_execute_sells(mocker, default_conf, limit_buy_order, caplog) -> None:
+def test_exit_positions(mocker, default_conf, limit_buy_order, caplog) -> None:
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
     mocker.patch('freqtrade.freqtradebot.FreqtradeBot.handle_trade', MagicMock(return_value=True))
@@ -1476,7 +1476,8 @@ def test_process_maybe_execute_sells(mocker, default_conf, limit_buy_order, capl
     trade.open_order_id = '123'
     trade.open_fee = 0.001
     trades = [trade]
-    assert not freqtrade.process_maybe_execute_sells(trades)
+    n = freqtrade.exit_positions(trades)
+    assert n == 0
     # Test amount not modified by fee-logic
     assert not log_has(
         'Applying fee to amount for Trade {} from 90.99181073 to 90.81'.format(trade), caplog
@@ -1484,11 +1485,11 @@ def test_process_maybe_execute_sells(mocker, default_conf, limit_buy_order, capl
 
     mocker.patch('freqtrade.freqtradebot.FreqtradeBot.get_real_amount', return_value=90.81)
     # test amount modified by fee-logic
-    assert not freqtrade.process_maybe_execute_sells(trades)
+    n = freqtrade.exit_positions(trades)
+    assert n == 0
 
 
-def test_process_maybe_execute_sells_exception(mocker, default_conf,
-                                               limit_buy_order, caplog) -> None:
+def test_exit_positions_exception(mocker, default_conf, limit_buy_order, caplog) -> None:
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
     mocker.patch('freqtrade.exchange.Exchange.get_order', return_value=limit_buy_order)
 
@@ -1502,7 +1503,8 @@ def test_process_maybe_execute_sells_exception(mocker, default_conf,
         'freqtrade.freqtradebot.FreqtradeBot.update_trade_state',
         side_effect=DependencyException()
     )
-    freqtrade.process_maybe_execute_sells(trades)
+    n = freqtrade.exit_positions(trades)
+    assert n == 0
     assert log_has('Unable to sell trade: ', caplog)
 
 
@@ -2391,7 +2393,7 @@ def test_execute_sell_with_stoploss_on_exchange(default_conf, ticker, fee, ticke
     assert trade
     trades = [trade]
 
-    freqtrade.process_maybe_execute_sells(trades)
+    freqtrade.exit_positions(trades)
 
     # Increase the price and sell it
     mocker.patch.multiple(
@@ -2438,7 +2440,7 @@ def test_may_execute_sell_after_stoploss_on_exchange_hit(default_conf, ticker, f
     freqtrade.process_maybe_execute_buys()
     trade = Trade.query.first()
     trades = [trade]
-    freqtrade.process_maybe_execute_sells(trades)
+    freqtrade.exit_positions(trades)
     assert trade
     assert trade.stoploss_order_id == '123'
     assert trade.open_order_id is None
@@ -2466,7 +2468,7 @@ def test_may_execute_sell_after_stoploss_on_exchange_hit(default_conf, ticker, f
     })
     mocker.patch('freqtrade.exchange.Exchange.get_order', stoploss_limit_executed)
 
-    freqtrade.process_maybe_execute_sells(trades)
+    freqtrade.exit_positions(trades)
     assert trade.stoploss_order_id is None
     assert trade.is_open is False
     assert trade.sell_reason == SellType.STOPLOSS_ON_EXCHANGE.value
diff --git a/tests/test_integration.py b/tests/test_integration.py
index 2c95bc6e3..a73beeabe 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -90,7 +90,8 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
         trade.stoploss_order_id = 3
         trade.open_order_id = None
 
-    freqtrade.process_maybe_execute_sells(trades)
+    n = freqtrade.exit_positions(trades)
+    assert n == 2
     assert should_sell_mock.call_count == 2
 
     # Only order for 3rd trade needs to be cancelled
@@ -170,7 +171,8 @@ def test_forcebuy_last_unlimited(default_conf, ticker, fee, limit_buy_order, moc
     assert len(trades) == 5
     bals = freqtrade.wallets.get_all_balances()
 
-    freqtrade.process_maybe_execute_sells(trades)
+    n = freqtrade.exit_positions(trades)
+    assert n == 1
     trades = Trade.get_open_trades()
     # One trade sold
     assert len(trades) == 4

From fd7af587da29851de854fdd2be7a7d697cdcdbe2 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Mon, 30 Dec 2019 22:50:56 +0300
Subject: [PATCH 0167/1106] Rename process_maybe_execute_buys() -->
 enter_positions()

---
 freqtrade/freqtradebot.py       |   6 +-
 tests/rpc/test_rpc.py           |  22 +++---
 tests/rpc/test_rpc_apiserver.py |   8 +--
 tests/rpc/test_rpc_telegram.py  |  25 +++----
 tests/test_freqtradebot.py      | 118 +++++++++++++++++---------------
 tests/test_integration.py       |   5 +-
 6 files changed, 96 insertions(+), 88 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 695302bf9..c595150ac 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -137,7 +137,7 @@ class FreqtradeBot:
 
         # Then looking for buy opportunities
         if self.get_free_open_trades():
-            self.process_maybe_execute_buys()
+            self.enter_positions()
 
         # Check and handle any timed out open orders
         self.check_handle_timedout()
@@ -460,9 +460,9 @@ class FreqtradeBot:
 
         return True
 
-    def process_maybe_execute_buys(self) -> int:
+    def enter_positions(self) -> int:
         """
-        Tries to execute buy orders for trades in a safe way
+        Tries to execute buy orders for new trades (positions)
         """
         trades_created = 0
 
diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index a9f73e98d..3581e3d18 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -41,7 +41,7 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
     with pytest.raises(RPCException, match=r'.*no active trade*'):
         rpc._rpc_trade_status()
 
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     results = rpc._rpc_trade_status()
     assert {
         'trade_id': 1,
@@ -116,7 +116,7 @@ def test_rpc_status_table(default_conf, ticker, fee, mocker) -> None:
     with pytest.raises(RPCException, match=r'.*no active order*'):
         rpc._rpc_status_table(default_conf['stake_currency'], 'USD')
 
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
 
     result, headers = rpc._rpc_status_table(default_conf['stake_currency'], 'USD')
     assert "Since" in headers
@@ -162,7 +162,7 @@ def test_rpc_daily_profit(default_conf, update, ticker, fee,
     rpc = RPC(freqtradebot)
     rpc._fiat_converter = CryptoToFiatConverter()
     # Create some test data
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     trade = Trade.query.first()
     assert trade
 
@@ -217,7 +217,7 @@ def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
         rpc._rpc_trade_statistics(stake_currency, fiat_display_currency)
 
     # Create some test data
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     trade = Trade.query.first()
     # Simulate fulfilled LIMIT_BUY order for trade
     trade.update(limit_buy_order)
@@ -231,7 +231,7 @@ def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
     trade.close_date = datetime.utcnow()
     trade.is_open = False
 
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     trade = Trade.query.first()
     # Simulate fulfilled LIMIT_BUY order for trade
     trade.update(limit_buy_order)
@@ -299,7 +299,7 @@ def test_rpc_trade_statistics_closed(mocker, default_conf, ticker, fee,
     rpc = RPC(freqtradebot)
 
     # Create some test data
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     trade = Trade.query.first()
     # Simulate fulfilled LIMIT_BUY order for trade
     trade.update(limit_buy_order)
@@ -529,7 +529,7 @@ def test_rpc_forcesell(default_conf, ticker, fee, mocker) -> None:
     msg = rpc._rpc_forcesell('all')
     assert msg == {'result': 'Created sell orders for all open trades.'}
 
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     msg = rpc._rpc_forcesell('all')
     assert msg == {'result': 'Created sell orders for all open trades.'}
 
@@ -563,7 +563,7 @@ def test_rpc_forcesell(default_conf, ticker, fee, mocker) -> None:
     assert cancel_order_mock.call_count == 1
     assert trade.amount == filled_amount
 
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     trade = Trade.query.filter(Trade.id == '2').first()
     amount = trade.amount
     # make an limit-buy open trade, if there is no 'filled', don't sell it
@@ -582,7 +582,7 @@ def test_rpc_forcesell(default_conf, ticker, fee, mocker) -> None:
     assert cancel_order_mock.call_count == 2
     assert trade.amount == amount
 
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     # make an limit-sell open trade
     mocker.patch(
         'freqtrade.exchange.Exchange.get_order',
@@ -613,7 +613,7 @@ def test_performance_handle(default_conf, ticker, limit_buy_order, fee,
     rpc = RPC(freqtradebot)
 
     # Create some test data
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     trade = Trade.query.first()
     assert trade
 
@@ -649,7 +649,7 @@ def test_rpc_count(mocker, default_conf, ticker, fee) -> None:
     assert counts["current"] == 0
 
     # Create some test data
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     counts = rpc._rpc_count()
     assert counts["current"] == 1
 
diff --git a/tests/rpc/test_rpc_apiserver.py b/tests/rpc/test_rpc_apiserver.py
index 94af85349..25c971bf7 100644
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -267,7 +267,7 @@ def test_api_count(botclient, mocker, ticker, fee, markets):
     assert rc.json["max"] == 1.0
 
     # Create some test data
-    ftbot.process_maybe_execute_buys()
+    ftbot.enter_positions()
     rc = client_get(client, f"{BASE_URI}/count")
     assert_response(rc)
     assert rc.json["current"] == 1.0
@@ -333,7 +333,7 @@ def test_api_profit(botclient, mocker, ticker, fee, markets, limit_buy_order, li
     assert len(rc.json) == 1
     assert rc.json == {"error": "Error querying _profit: no closed trade"}
 
-    ftbot.process_maybe_execute_buys()
+    ftbot.enter_positions()
     trade = Trade.query.first()
 
     # Simulate fulfilled LIMIT_BUY order for trade
@@ -422,7 +422,7 @@ def test_api_status(botclient, mocker, ticker, fee, markets):
     assert_response(rc, 200)
     assert rc.json == []
 
-    ftbot.process_maybe_execute_buys()
+    ftbot.enter_positions()
     rc = client_get(client, f"{BASE_URI}/status")
     assert_response(rc)
     assert len(rc.json) == 1
@@ -552,7 +552,7 @@ def test_api_forcesell(botclient, mocker, ticker, fee, markets):
     assert_response(rc, 502)
     assert rc.json == {"error": "Error querying _forcesell: invalid argument"}
 
-    ftbot.process_maybe_execute_buys()
+    ftbot.enter_positions()
 
     rc = client_post(client, f"{BASE_URI}/forcesell",
                      data='{"tradeid": "1"}')
diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py
index d9a7e2f5b..44e51514e 100644
--- a/tests/rpc/test_rpc_telegram.py
+++ b/tests/rpc/test_rpc_telegram.py
@@ -188,8 +188,8 @@ def test_status(default_conf, update, mocker, fee, ticker,) -> None:
     telegram = Telegram(freqtradebot)
 
     # Create some test data
-    for _ in range(3):
-        freqtradebot.process_maybe_execute_buys()
+    n = freqtradebot.enter_positions()
+    assert n == 1
 
     telegram._status(update=update, context=MagicMock())
     assert msg_mock.call_count == 1
@@ -236,7 +236,7 @@ def test_status_handle(default_conf, update, ticker, fee, mocker) -> None:
     msg_mock.reset_mock()
 
     # Create some test data
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     # Trigger status while we have a fulfilled order for the open trade
     telegram._status(update=update, context=MagicMock())
 
@@ -285,7 +285,7 @@ def test_status_table_handle(default_conf, update, ticker, fee, mocker) -> None:
     msg_mock.reset_mock()
 
     # Create some test data
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
 
     telegram._status_table(update=update, context=MagicMock())
 
@@ -322,7 +322,7 @@ def test_daily_handle(default_conf, update, ticker, limit_buy_order, fee,
     telegram = Telegram(freqtradebot)
 
     # Create some test data
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     trade = Trade.query.first()
     assert trade
 
@@ -352,7 +352,8 @@ def test_daily_handle(default_conf, update, ticker, limit_buy_order, fee,
     msg_mock.reset_mock()
     freqtradebot.config['max_open_trades'] = 2
     # Add two other trades
-    freqtradebot.process_maybe_execute_buys()
+    n = freqtradebot.enter_positions()
+    assert n == 2
 
     trades = Trade.query.all()
     for trade in trades:
@@ -431,7 +432,7 @@ def test_profit_handle(default_conf, update, ticker, ticker_sell_up, fee,
     msg_mock.reset_mock()
 
     # Create some test data
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     trade = Trade.query.first()
 
     # Simulate fulfilled LIMIT_BUY order for trade
@@ -709,7 +710,7 @@ def test_forcesell_handle(default_conf, update, ticker, fee,
     telegram = Telegram(freqtradebot)
 
     # Create some test data
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
 
     trade = Trade.query.first()
     assert trade
@@ -764,7 +765,7 @@ def test_forcesell_down_handle(default_conf, update, ticker, fee,
     telegram = Telegram(freqtradebot)
 
     # Create some test data
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
 
     # Decrease the price and sell it
     mocker.patch.multiple(
@@ -821,7 +822,7 @@ def test_forcesell_all_handle(default_conf, update, ticker, fee, mocker) -> None
     telegram = Telegram(freqtradebot)
 
     # Create some test data
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     rpc_mock.reset_mock()
 
     # /forcesell all
@@ -971,7 +972,7 @@ def test_performance_handle(default_conf, update, ticker, fee,
     telegram = Telegram(freqtradebot)
 
     # Create some test data
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     trade = Trade.query.first()
     assert trade
 
@@ -1014,7 +1015,7 @@ def test_count_handle(default_conf, update, ticker, fee, mocker) -> None:
     freqtradebot.state = State.RUNNING
 
     # Create some test data
-    freqtradebot.process_maybe_execute_buys()
+    freqtradebot.enter_positions()
     msg_mock.reset_mock()
     telegram._count(update=update, context=MagicMock())
 
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 22110dd1c..f99b14286 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -247,7 +247,7 @@ def test_edge_overrides_stoploss(limit_buy_order, fee, caplog, mocker, edge_conf
     freqtrade.active_pair_whitelist = ['NEO/BTC']
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
     trade = Trade.query.first()
     trade.update(limit_buy_order)
     #############################################
@@ -287,7 +287,7 @@ def test_edge_should_ignore_strategy_stoploss(limit_buy_order, fee,
     freqtrade.active_pair_whitelist = ['NEO/BTC']
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
     trade = Trade.query.first()
     trade.update(limit_buy_order)
     #############################################
@@ -310,7 +310,7 @@ def test_total_open_trades_stakes(mocker, default_conf, ticker,
     )
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
     trade = Trade.query.first()
 
     assert trade is not None
@@ -318,7 +318,7 @@ def test_total_open_trades_stakes(mocker, default_conf, ticker,
     assert trade.is_open
     assert trade.open_date is not None
 
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
     trade = Trade.query.order_by(Trade.id.desc()).first()
 
     assert trade is not None
@@ -573,9 +573,8 @@ def test_create_trade_limit_reached(default_conf, ticker, limit_buy_order,
     assert freqtrade.get_trade_stake_amount('ETH/BTC') is None
 
 
-def test_process_maybe_execute_buys_no_pairs_let(default_conf, ticker,
-                                                 limit_buy_order, fee,
-                                                 mocker, caplog) -> None:
+def test_enter_positions_no_pairs_left(default_conf, ticker, limit_buy_order, fee,
+                                       mocker, caplog) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     mocker.patch.multiple(
@@ -589,15 +588,16 @@ def test_process_maybe_execute_buys_no_pairs_let(default_conf, ticker,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
 
-    freqtrade.process_maybe_execute_buys()
+    n = freqtrade.enter_positions()
+    assert n == 1
     assert not log_has_re(r"No currency pair in active pair whitelist.*", caplog)
-    freqtrade.process_maybe_execute_buys()
+    n = freqtrade.enter_positions()
+    assert n == 0
     assert log_has_re(r"No currency pair in active pair whitelist.*", caplog)
 
 
-def test_process_maybe_execute_buys_no_pairs_in_whitelist(default_conf, ticker,
-                                                          limit_buy_order, fee,
-                                                          mocker, caplog) -> None:
+def test_enter_positions_no_pairs_in_whitelist(default_conf, ticker, limit_buy_order, fee,
+                                               mocker, caplog) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     mocker.patch.multiple(
@@ -610,7 +610,8 @@ def test_process_maybe_execute_buys_no_pairs_in_whitelist(default_conf, ticker,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
 
-    freqtrade.process_maybe_execute_buys()
+    n = freqtrade.enter_positions()
+    assert n == 0
     assert log_has("Active pair whitelist is empty.", caplog)
 
 
@@ -648,7 +649,8 @@ def test_create_trades_multiple_trades(default_conf, ticker,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
 
-    freqtrade.process_maybe_execute_buys()
+    n = freqtrade.enter_positions()
+    assert n == max_open
 
     trades = Trade.get_open_trades()
     assert len(trades) == max_open
@@ -1059,7 +1061,7 @@ def test_handle_stoploss_on_exchange(mocker, default_conf, fee, caplog,
     # should unset stoploss_order_id and return true
     # as a trade actually happened
     caplog.clear()
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
     trade = Trade.query.first()
     trade.is_open = True
     trade.open_order_id = None
@@ -1117,7 +1119,7 @@ def test_handle_sle_cancel_cant_recreate(mocker, default_conf, fee, caplog,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
 
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
     trade = Trade.query.first()
     trade.is_open = True
     trade.open_order_id = '12345'
@@ -1152,7 +1154,7 @@ def test_create_stoploss_order_invalid_order(mocker, default_conf, caplog, fee,
     patch_get_signal(freqtrade)
     freqtrade.strategy.order_types['stoploss_on_exchange'] = True
 
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
     trade = Trade.query.first()
     caplog.clear()
     freqtrade.create_stoploss_order(trade, 200, 199)
@@ -1210,7 +1212,7 @@ def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee, caplog,
 
     patch_get_signal(freqtrade)
 
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
     trade = Trade.query.first()
     trade.is_open = True
     trade.open_order_id = None
@@ -1298,7 +1300,7 @@ def test_handle_stoploss_on_exchange_trailing_error(mocker, default_conf, fee, c
     # setting stoploss_on_exchange_interval to 60 seconds
     freqtrade.strategy.order_types['stoploss_on_exchange_interval'] = 60
     patch_get_signal(freqtrade)
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
     trade = Trade.query.first()
     trade.is_open = True
     trade.open_order_id = None
@@ -1379,7 +1381,7 @@ def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
 
     freqtrade.active_pair_whitelist = freqtrade.edge.adjust(freqtrade.active_pair_whitelist)
 
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
     trade = Trade.query.first()
     trade.is_open = True
     trade.open_order_id = None
@@ -1443,23 +1445,25 @@ def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
                                                 stop_price=0.00002344 * 0.99)
 
 
-def test_process_maybe_execute_buys(mocker, default_conf, caplog) -> None:
+def test_enter_positions(mocker, default_conf, caplog) -> None:
     caplog.set_level(logging.DEBUG)
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
     mocker.patch('freqtrade.freqtradebot.FreqtradeBot.create_trade', MagicMock(return_value=False))
-    freqtrade.process_maybe_execute_buys()
+    n = freqtrade.enter_positions()
+    assert n == 0
     assert log_has('Found no buy signals for whitelisted currencies. Trying again...', caplog)
 
 
-def test_process_maybe_execute_buys_exception(mocker, default_conf, caplog) -> None:
+def test_enter_positions_exception(mocker, default_conf, caplog) -> None:
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
     mocker.patch(
         'freqtrade.freqtradebot.FreqtradeBot.create_trade',
         MagicMock(side_effect=DependencyException)
     )
-    freqtrade.process_maybe_execute_buys()
+    n = freqtrade.enter_positions()
+    assert n == 0
     assert log_has('Unable to create trade: ', caplog)
 
 
@@ -1679,7 +1683,7 @@ def test_handle_trade(default_conf, limit_buy_order, limit_sell_order, fee, mock
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
 
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     assert trade
@@ -1702,7 +1706,7 @@ def test_handle_trade(default_conf, limit_buy_order, limit_sell_order, fee, mock
     assert trade.close_date is not None
 
 
-def test_handle_overlpapping_signals(default_conf, ticker, limit_buy_order, fee, mocker) -> None:
+def test_handle_overlapping_signals(default_conf, ticker, limit_buy_order, fee, mocker) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     mocker.patch.multiple(
@@ -1716,7 +1720,7 @@ def test_handle_overlpapping_signals(default_conf, ticker, limit_buy_order, fee,
     patch_get_signal(freqtrade, value=(True, True))
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
 
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     # Buy and Sell triggering, so doing nothing ...
     trades = Trade.query.all()
@@ -1725,7 +1729,7 @@ def test_handle_overlpapping_signals(default_conf, ticker, limit_buy_order, fee,
 
     # Buy is triggering, so buying ...
     patch_get_signal(freqtrade, value=(True, False))
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
     trades = Trade.query.all()
     nb_trades = len(trades)
     assert nb_trades == 1
@@ -1769,7 +1773,7 @@ def test_handle_trade_roi(default_conf, ticker, limit_buy_order,
     patch_get_signal(freqtrade, value=(True, False))
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=True)
 
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     trade.is_open = True
@@ -1800,7 +1804,7 @@ def test_handle_trade_use_sell_signal(
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     trade.is_open = True
@@ -1828,7 +1832,7 @@ def test_close_trade(default_conf, ticker, limit_buy_order, limit_sell_order,
     patch_get_signal(freqtrade)
 
     # Create trade and sell it
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     assert trade
@@ -2188,7 +2192,7 @@ def test_execute_sell_up(default_conf, ticker, fee, ticker_sell_up, mocker) -> N
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     assert trade
@@ -2236,7 +2240,7 @@ def test_execute_sell_down(default_conf, ticker, fee, ticker_sell_down, mocker)
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     assert trade
@@ -2286,7 +2290,7 @@ def test_execute_sell_down_stoploss_on_exchange_dry_run(default_conf, ticker, fe
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     assert trade
@@ -2344,7 +2348,7 @@ def test_execute_sell_sloe_cancel_exception(mocker, default_conf, ticker, fee, c
 
     freqtrade.strategy.order_types['stoploss_on_exchange'] = True
     patch_get_signal(freqtrade)
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     Trade.session = MagicMock()
@@ -2387,7 +2391,7 @@ def test_execute_sell_with_stoploss_on_exchange(default_conf, ticker, fee, ticke
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     assert trade
@@ -2437,7 +2441,7 @@ def test_may_execute_sell_after_stoploss_on_exchange_hit(default_conf, ticker, f
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
     trade = Trade.query.first()
     trades = [trade]
     freqtrade.exit_positions(trades)
@@ -2489,7 +2493,7 @@ def test_execute_sell_market_order(default_conf, ticker, fee,
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     assert trade
@@ -2551,7 +2555,7 @@ def test_sell_profit_only_enable_profit(default_conf, limit_buy_order,
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
 
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -2582,7 +2586,7 @@ def test_sell_profit_only_disable_profit(default_conf, limit_buy_order,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -2613,7 +2617,7 @@ def test_sell_profit_only_enable_loss(default_conf, limit_buy_order, fee, mocker
     patch_get_signal(freqtrade)
     freqtrade.strategy.stop_loss_reached = MagicMock(return_value=SellCheckTuple(
         sell_flag=False, sell_type=SellType.NONE))
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -2643,7 +2647,7 @@ def test_sell_profit_only_disable_loss(default_conf, limit_buy_order, fee, mocke
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
 
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -2672,7 +2676,7 @@ def test_sell_not_enough_balance(default_conf, limit_buy_order,
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
 
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     amnt = trade.amount
@@ -2740,7 +2744,7 @@ def test_locked_pairs(default_conf, ticker, fee, ticker_sell_down, mocker, caplo
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     assert trade
@@ -2759,7 +2763,7 @@ def test_locked_pairs(default_conf, ticker, fee, ticker_sell_down, mocker, caplo
 
     # reinit - should buy other pair.
     caplog.clear()
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     assert log_has(f"Pair {trade.pair} is currently locked.", caplog)
 
@@ -2784,7 +2788,7 @@ def test_ignore_roi_if_buy_signal(default_conf, limit_buy_order, fee, mocker) ->
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=True)
 
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -2817,7 +2821,7 @@ def test_trailing_stop_loss(default_conf, limit_buy_order, fee, caplog, mocker)
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
 
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
     trade = Trade.query.first()
     assert freqtrade.handle_trade(trade) is False
 
@@ -2872,7 +2876,7 @@ def test_trailing_stop_loss_positive(default_conf, limit_buy_order, fee,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -2929,7 +2933,7 @@ def test_trailing_stop_loss_offset(default_conf, limit_buy_order, fee,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -2992,7 +2996,7 @@ def test_tsl_only_offset_reached(default_conf, limit_buy_order, fee,
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=False)
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -3051,7 +3055,7 @@ def test_disable_ignore_roi_if_buy_signal(default_conf, limit_buy_order,
     patch_get_signal(freqtrade)
     freqtrade.strategy.min_roi_reached = MagicMock(return_value=True)
 
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     trade.update(limit_buy_order)
@@ -3382,7 +3386,7 @@ def test_order_book_depth_of_market(default_conf, ticker, limit_buy_order, fee,
     whitelist = deepcopy(default_conf['exchange']['pair_whitelist'])
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     assert trade is not None
@@ -3417,7 +3421,7 @@ def test_order_book_depth_of_market_high_delta(default_conf, ticker, limit_buy_o
     # Save state of current whitelist
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     assert trade is None
@@ -3519,7 +3523,7 @@ def test_order_book_ask_strategy(default_conf, limit_buy_order, limit_sell_order
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
 
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
 
     trade = Trade.query.first()
     assert trade
@@ -3626,12 +3630,14 @@ def test_sync_wallet_dry_run(mocker, default_conf, ticker, fee, limit_buy_order,
     patch_get_signal(bot)
     assert bot.wallets.get_free('BTC') == 0.002
 
-    bot.process_maybe_execute_buys()
+    n = bot.enter_positions()
+    assert n == 2
     trades = Trade.query.all()
     assert len(trades) == 2
 
     bot.config['max_open_trades'] = 3
-    bot.process_maybe_execute_buys()
+    n = bot.enter_positions()
+    assert n == 0
     assert log_has_re(r"Unable to create trade: "
                       r"Available balance \(0 BTC\) is lower than stake amount \(0.001 BTC\)",
                       caplog)
diff --git a/tests/test_integration.py b/tests/test_integration.py
index a73beeabe..1108969ad 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -80,7 +80,7 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
     patch_get_signal(freqtrade)
 
     # Create some test data
-    freqtrade.process_maybe_execute_buys()
+    freqtrade.enter_positions()
     wallets_mock.reset_mock()
     Trade.session = MagicMock()
 
@@ -154,7 +154,8 @@ def test_forcebuy_last_unlimited(default_conf, ticker, fee, limit_buy_order, moc
     patch_get_signal(freqtrade)
 
     # Create 4 trades
-    freqtrade.process_maybe_execute_buys()
+    n = freqtrade.enter_positions()
+    assert n == 4
 
     trades = Trade.query.all()
     assert len(trades) == 4

From a88464de3a5ffb4c6802040c6463d4079c5dc868 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 31 Dec 2019 07:01:58 +0100
Subject: [PATCH 0168/1106] Improve some test code

---
 tests/rpc/test_rpc_telegram.py | 10 ----------
 tests/test_freqtradebot.py     |  3 ++-
 2 files changed, 2 insertions(+), 11 deletions(-)

diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py
index 44e51514e..9a39f2119 100644
--- a/tests/rpc/test_rpc_telegram.py
+++ b/tests/rpc/test_rpc_telegram.py
@@ -148,11 +148,6 @@ def test_status(default_conf, update, mocker, fee, ticker,) -> None:
     default_conf['telegram']['enabled'] = False
     default_conf['telegram']['chat_id'] = "123"
 
-    mocker.patch.multiple(
-        'freqtrade.exchange.Exchange',
-        fetch_ticker=ticker,
-        get_fee=fee,
-    )
     msg_mock = MagicMock()
     status_table = MagicMock()
     mocker.patch.multiple(
@@ -184,13 +179,8 @@ def test_status(default_conf, update, mocker, fee, ticker,) -> None:
     )
 
     freqtradebot = get_patched_freqtradebot(mocker, default_conf)
-    patch_get_signal(freqtradebot, (True, False))
     telegram = Telegram(freqtradebot)
 
-    # Create some test data
-    n = freqtradebot.enter_positions()
-    assert n == 1
-
     telegram._status(update=update, context=MagicMock())
     assert msg_mock.call_count == 1
 
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index f99b14286..434633f5f 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1458,12 +1458,13 @@ def test_enter_positions(mocker, default_conf, caplog) -> None:
 def test_enter_positions_exception(mocker, default_conf, caplog) -> None:
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
-    mocker.patch(
+    mock_ct = mocker.patch(
         'freqtrade.freqtradebot.FreqtradeBot.create_trade',
         MagicMock(side_effect=DependencyException)
     )
     n = freqtrade.enter_positions()
     assert n == 0
+    assert mock_ct.call_count == len(default_conf['exchange']['pair_whitelist'])
     assert log_has('Unable to create trade: ', caplog)
 
 

From 6ebb9017c7bc0b0d39d8f83d663a7218d776c48a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 31 Dec 2019 07:03:57 +0100
Subject: [PATCH 0169/1106] Improve test enter_positions

---
 tests/test_freqtradebot.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 434633f5f..812ba4e3e 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1449,10 +1449,12 @@ def test_enter_positions(mocker, default_conf, caplog) -> None:
     caplog.set_level(logging.DEBUG)
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
-    mocker.patch('freqtrade.freqtradebot.FreqtradeBot.create_trade', MagicMock(return_value=False))
+    mock_ct = mocker.patch('freqtrade.freqtradebot.FreqtradeBot.create_trade',
+                           MagicMock(return_value=False))
     n = freqtrade.enter_positions()
     assert n == 0
     assert log_has('Found no buy signals for whitelisted currencies. Trying again...', caplog)
+    assert mock_ct.call_count == 4
 
 
 def test_enter_positions_exception(mocker, default_conf, caplog) -> None:

From 9d518b9d29cdcf90ccdc8efc4117ccff0ba5c380 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 31 Dec 2019 07:05:21 +0100
Subject: [PATCH 0170/1106] Add comment and don't hardcode 4 in test

---
 tests/test_freqtradebot.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 812ba4e3e..6527554be 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1454,7 +1454,8 @@ def test_enter_positions(mocker, default_conf, caplog) -> None:
     n = freqtrade.enter_positions()
     assert n == 0
     assert log_has('Found no buy signals for whitelisted currencies. Trying again...', caplog)
-    assert mock_ct.call_count == 4
+    # create_trade should be called once for every pair in the whitelist.
+    assert mock_ct.call_count == len(default_conf['exchange']['pair_whitelist'])
 
 
 def test_enter_positions_exception(mocker, default_conf, caplog) -> None:

From 26a2395aebd0b1ed39aaadb63e674dcf64a592bc Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 31 Dec 2019 07:11:09 +0100
Subject: [PATCH 0171/1106] Include Pair name in exception log message

---
 freqtrade/freqtradebot.py  | 2 +-
 tests/test_freqtradebot.py | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index c595150ac..a642e6ea7 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -485,7 +485,7 @@ class FreqtradeBot:
                     try:
                         trades_created += self.create_trade(pair)
                     except DependencyException as exception:
-                        logger.warning('Unable to create trade: %s', exception)
+                        logger.warning('Unable to create trade for %s: %s', pair, exception)
 
                 if not trades_created:
                     logger.debug("Found no buy signals for whitelisted currencies. "
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 6527554be..cf395ef39 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1468,7 +1468,7 @@ def test_enter_positions_exception(mocker, default_conf, caplog) -> None:
     n = freqtrade.enter_positions()
     assert n == 0
     assert mock_ct.call_count == len(default_conf['exchange']['pair_whitelist'])
-    assert log_has('Unable to create trade: ', caplog)
+    assert log_has('Unable to create trade for ETH/BTC: ', caplog)
 
 
 def test_exit_positions(mocker, default_conf, limit_buy_order, caplog) -> None:
@@ -3642,6 +3642,6 @@ def test_sync_wallet_dry_run(mocker, default_conf, ticker, fee, limit_buy_order,
     bot.config['max_open_trades'] = 3
     n = bot.enter_positions()
     assert n == 0
-    assert log_has_re(r"Unable to create trade: "
+    assert log_has_re(r"Unable to create trade for XRP/BTC: "
                       r"Available balance \(0 BTC\) is lower than stake amount \(0.001 BTC\)",
                       caplog)

From 0ea44b014347d3541bb1b125ee1ebda88e8464f7 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Thu, 2 Jan 2020 02:36:59 +0300
Subject: [PATCH 0172/1106] Fix message in setup.sh

---
 setup.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.sh b/setup.sh
index c4b6e074a..fb5102e12 100755
--- a/setup.sh
+++ b/setup.sh
@@ -263,7 +263,7 @@ function install() {
     echo "-------------------------"
     echo "Run the bot !"
     echo "-------------------------"
-    echo "You can now use the bot by executing 'source .env/bin/activate; freqtrade'."
+    echo "You can now use the bot by executing 'source .env/bin/activate; freqtrade trade'."
 }
 
 function plot() {

From 4475110df85265cd2ba1172ebe3bf9df592addaf Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Thu, 2 Jan 2020 02:53:25 +0300
Subject: [PATCH 0173/1106] Cosmetics in freqtradebot

---
 freqtrade/freqtradebot.py | 73 ++++++++++++++++++++++-----------------
 1 file changed, 41 insertions(+), 32 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index c4991a31c..4a207b087 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -27,6 +27,7 @@ from freqtrade.state import State
 from freqtrade.strategy.interface import IStrategy, SellType
 from freqtrade.wallets import Wallets
 
+
 logger = logging.getLogger(__name__)
 
 
@@ -181,6 +182,43 @@ class FreqtradeBot:
         open_trades = len(Trade.get_open_trades())
         return max(0, self.config['max_open_trades'] - open_trades)
 
+#
+# BUY / enter positions / open trades part
+#
+
+    def enter_positions(self) -> int:
+        """
+        Tries to execute buy orders for new trades (positions)
+        """
+        trades_created = 0
+
+        whitelist = copy.deepcopy(self.active_pair_whitelist)
+        if not whitelist:
+            logger.info("Active pair whitelist is empty.")
+        else:
+            # Remove pairs for currently opened trades from the whitelist
+            for trade in Trade.get_open_trades():
+                if trade.pair in whitelist:
+                    whitelist.remove(trade.pair)
+                    logger.debug('Ignoring %s in pair whitelist', trade.pair)
+
+            if not whitelist:
+                logger.info("No currency pair in active pair whitelist, "
+                            "but checking to sell open trades.")
+            else:
+                # Create entity and execute trade for each pair from whitelist
+                for pair in whitelist:
+                    try:
+                        trades_created += self.create_trade(pair)
+                    except DependencyException as exception:
+                        logger.warning('Unable to create trade for %s: %s', pair, exception)
+
+                if not trades_created:
+                    logger.debug("Found no buy signals for whitelisted currencies. "
+                                 "Trying again...")
+
+        return trades_created
+
     def get_target_bid(self, pair: str, tick: Dict = None) -> float:
         """
         Calculates bid target between current ask price and last price
@@ -460,38 +498,9 @@ class FreqtradeBot:
 
         return True
 
-    def enter_positions(self) -> int:
-        """
-        Tries to execute buy orders for new trades (positions)
-        """
-        trades_created = 0
-
-        whitelist = copy.deepcopy(self.active_pair_whitelist)
-        if not whitelist:
-            logger.info("Active pair whitelist is empty.")
-        else:
-            # Remove pairs for currently opened trades from the whitelist
-            for trade in Trade.get_open_trades():
-                if trade.pair in whitelist:
-                    whitelist.remove(trade.pair)
-                    logger.debug('Ignoring %s in pair whitelist', trade.pair)
-
-            if not whitelist:
-                logger.info("No currency pair in active pair whitelist, "
-                            "but checking to sell open trades.")
-            else:
-                # Create entity and execute trade for each pair from whitelist
-                for pair in whitelist:
-                    try:
-                        trades_created += self.create_trade(pair)
-                    except DependencyException as exception:
-                        logger.warning('Unable to create trade for %s: %s', pair, exception)
-
-                if not trades_created:
-                    logger.debug("Found no buy signals for whitelisted currencies. "
-                                 "Trying again...")
-
-        return trades_created
+#
+# SELL / exit positions / close trades part
+#
 
     def exit_positions(self, trades: List[Any]) -> int:
         """

From 21418e298828e78576fffae4b973fe5c3723079a Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Thu, 2 Jan 2020 03:16:18 +0300
Subject: [PATCH 0174/1106] Minor: fix comment

---
 freqtrade/freqtradebot.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 4a207b087..774e001c8 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -407,7 +407,7 @@ class FreqtradeBot:
         if price:
             buy_limit_requested = price
         else:
-            # Calculate amount
+            # Calculate price
             buy_limit_requested = self.get_target_bid(pair)
 
         min_stake_amount = self._get_min_pair_stake_amount(pair, buy_limit_requested)

From 18a53f446762016b42b15d0adb90181c69a80027 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 07:26:43 +0100
Subject: [PATCH 0175/1106] Extract generate_text_table from backtesting class

---
 freqtrade/optimize/backtest_reports.py | 53 +++++++++++++++++++++++
 freqtrade/optimize/backtesting.py      | 60 ++++----------------------
 tests/optimize/test_backtesting.py     |  9 ++--
 3 files changed, 68 insertions(+), 54 deletions(-)
 create mode 100644 freqtrade/optimize/backtest_reports.py

diff --git a/freqtrade/optimize/backtest_reports.py b/freqtrade/optimize/backtest_reports.py
new file mode 100644
index 000000000..501d22228
--- /dev/null
+++ b/freqtrade/optimize/backtest_reports.py
@@ -0,0 +1,53 @@
+from datetime import timedelta
+from typing import Dict
+
+from pandas import DataFrame
+from tabulate import tabulate
+
+
+def generate_text_table(data: Dict[str, Dict], stake_currency: str, max_open_trades: int,
+                        results: DataFrame, skip_nan: bool = False) -> str:
+    """
+    Generates and returns a text table for the given backtest data and the results dataframe
+    :return: pretty printed table with tabulate as str
+    """
+
+    floatfmt = ('s', 'd', '.2f', '.2f', '.8f', '.2f', 'd', '.1f', '.1f')
+    tabular_data = []
+    headers = ['pair', 'buy count', 'avg profit %', 'cum profit %',
+               f'tot profit {stake_currency}', 'tot profit %', 'avg duration',
+               'profit', 'loss']
+    for pair in data:
+        result = results[results.pair == pair]
+        if skip_nan and result.profit_abs.isnull().all():
+            continue
+
+        tabular_data.append([
+            pair,
+            len(result.index),
+            result.profit_percent.mean() * 100.0,
+            result.profit_percent.sum() * 100.0,
+            result.profit_abs.sum(),
+            result.profit_percent.sum() * 100.0 / max_open_trades,
+            str(timedelta(
+                minutes=round(result.trade_duration.mean()))) if not result.empty else '0:00',
+            len(result[result.profit_abs > 0]),
+            len(result[result.profit_abs < 0])
+        ])
+
+    # Append Total
+    tabular_data.append([
+        'TOTAL',
+        len(results.index),
+        results.profit_percent.mean() * 100.0,
+        results.profit_percent.sum() * 100.0,
+        results.profit_abs.sum(),
+        results.profit_percent.sum() * 100.0 / max_open_trades,
+        str(timedelta(
+            minutes=round(results.trade_duration.mean()))) if not results.empty else '0:00',
+        len(results[results.profit_abs > 0]),
+        len(results[results.profit_abs < 0])
+    ])
+    # Ignore type as floatfmt does allow tuples but mypy does not know that
+    return tabulate(tabular_data, headers=headers,
+                    floatfmt=floatfmt, tablefmt="pipe")  # type: ignore
diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 9bd0327e0..e90a4c7ea 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -14,6 +14,7 @@ from tabulate import tabulate
 
 from freqtrade.configuration import (TimeRange, remove_credentials,
                                      validate_config_consistency)
+from freqtrade.optimize.backtest_reports import generate_text_table
 from freqtrade.data import history
 from freqtrade.data.dataprovider import DataProvider
 from freqtrade.exceptions import OperationalException
@@ -129,55 +130,6 @@ class Backtesting:
 
         return data, timerange
 
-    def _generate_text_table(self, data: Dict[str, Dict], results: DataFrame,
-                             skip_nan: bool = False) -> str:
-        """
-        Generates and returns a text table for the given backtest data and the results dataframe
-        :return: pretty printed table with tabulate as str
-        """
-        stake_currency = str(self.config.get('stake_currency'))
-        max_open_trades = self.config.get('max_open_trades')
-
-        floatfmt = ('s', 'd', '.2f', '.2f', '.8f', '.2f', 'd', '.1f', '.1f')
-        tabular_data = []
-        headers = ['pair', 'buy count', 'avg profit %', 'cum profit %',
-                   'tot profit ' + stake_currency, 'tot profit %', 'avg duration',
-                   'profit', 'loss']
-        for pair in data:
-            result = results[results.pair == pair]
-            if skip_nan and result.profit_abs.isnull().all():
-                continue
-
-            tabular_data.append([
-                pair,
-                len(result.index),
-                result.profit_percent.mean() * 100.0,
-                result.profit_percent.sum() * 100.0,
-                result.profit_abs.sum(),
-                result.profit_percent.sum() * 100.0 / max_open_trades,
-                str(timedelta(
-                    minutes=round(result.trade_duration.mean()))) if not result.empty else '0:00',
-                len(result[result.profit_abs > 0]),
-                len(result[result.profit_abs < 0])
-            ])
-
-        # Append Total
-        tabular_data.append([
-            'TOTAL',
-            len(results.index),
-            results.profit_percent.mean() * 100.0,
-            results.profit_percent.sum() * 100.0,
-            results.profit_abs.sum(),
-            results.profit_percent.sum() * 100.0 / max_open_trades,
-            str(timedelta(
-                minutes=round(results.trade_duration.mean()))) if not results.empty else '0:00',
-            len(results[results.profit_abs > 0]),
-            len(results[results.profit_abs < 0])
-        ])
-        # Ignore type as floatfmt does allow tuples but mypy does not know that
-        return tabulate(tabular_data, headers=headers,
-                        floatfmt=floatfmt, tablefmt="pipe")  # type: ignore
-
     def _generate_text_table_sell_reason(self, data: Dict[str, Dict], results: DataFrame) -> str:
         """
         Generate small table outlining Backtest results
@@ -509,13 +461,19 @@ class Backtesting:
 
             print(f"Result for strategy {strategy}")
             print(' BACKTESTING REPORT '.center(133, '='))
-            print(self._generate_text_table(data, results))
+            print(generate_text_table(data,
+                                      stake_currency=self.config['stake_currency'],
+                                      max_open_trades=self.config['max_open_trades'],
+                                      results=results))
 
             print(' SELL REASON STATS '.center(133, '='))
             print(self._generate_text_table_sell_reason(data, results))
 
             print(' LEFT OPEN TRADES REPORT '.center(133, '='))
-            print(self._generate_text_table(data, results.loc[results.open_at_end], True))
+            print(generate_text_table(data,
+                                      stake_currency=self.config['stake_currency'],
+                                      max_open_trades=self.config['max_open_trades'],
+                                      results=results.loc[results.open_at_end], skip_nan=True))
             print()
         if len(all_results) > 1:
             # Print Strategy summary table
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 4e2fd01cf..67332c10a 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -19,6 +19,7 @@ from freqtrade.data.dataprovider import DataProvider
 from freqtrade.data.history import get_timerange
 from freqtrade.exceptions import DependencyException, OperationalException
 from freqtrade.optimize import setup_configuration, start_backtesting
+from freqtrade.optimize.backtest_reports import generate_text_table
 from freqtrade.optimize.backtesting import Backtesting
 from freqtrade.state import RunMode
 from freqtrade.strategy.default_strategy import DefaultStrategy
@@ -360,8 +361,8 @@ def test_tickerdata_to_dataframe_bt(default_conf, mocker, testdatadir) -> None:
 
 def test_generate_text_table(default_conf, mocker):
     patch_exchange(mocker)
-    default_conf['max_open_trades'] = 2
-    backtesting = Backtesting(default_conf)
+    # default_conf['max_open_trades'] = 2
+    # backtesting = Backtesting(default_conf)
 
     results = pd.DataFrame(
         {
@@ -384,7 +385,9 @@ def test_generate_text_table(default_conf, mocker):
         '| TOTAL   |           2 |          15.00 |          30.00 |       '
         '0.60000000 |          15.00 | 0:20:00        |        2 |      0 |'
     )
-    assert backtesting._generate_text_table(data={'ETH/BTC': {}}, results=results) == result_str
+    assert generate_text_table(data={'ETH/BTC': {}},
+                               stake_currency='BTC', max_open_trades=2,
+                               results=results) == result_str
 
 
 def test_generate_text_table_sell_reason(default_conf, mocker):

From caec345c0b77364412ae0ec2c524ff2eab9ef316 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 07:28:30 +0100
Subject: [PATCH 0176/1106] Extract generate_text_table_sell_reason from
 backtesting class

---
 freqtrade/optimize/backtest_reports.py | 13 +++++++++++++
 freqtrade/optimize/backtesting.py      | 17 ++++-------------
 tests/optimize/test_backtesting.py     |  8 +++-----
 3 files changed, 20 insertions(+), 18 deletions(-)

diff --git a/freqtrade/optimize/backtest_reports.py b/freqtrade/optimize/backtest_reports.py
index 501d22228..8912af22a 100644
--- a/freqtrade/optimize/backtest_reports.py
+++ b/freqtrade/optimize/backtest_reports.py
@@ -51,3 +51,16 @@ def generate_text_table(data: Dict[str, Dict], stake_currency: str, max_open_tra
     # Ignore type as floatfmt does allow tuples but mypy does not know that
     return tabulate(tabular_data, headers=headers,
                     floatfmt=floatfmt, tablefmt="pipe")  # type: ignore
+
+
+def generate_text_table_sell_reason(data: Dict[str, Dict], results: DataFrame) -> str:
+    """
+    Generate small table outlining Backtest results
+    """
+    tabular_data = []
+    headers = ['Sell Reason', 'Count', 'Profit', 'Loss']
+    for reason, count in results['sell_reason'].value_counts().iteritems():
+        profit = len(results[(results['sell_reason'] == reason) & (results['profit_abs'] >= 0)])
+        loss = len(results[(results['sell_reason'] == reason) & (results['profit_abs'] < 0)])
+        tabular_data.append([reason.value, count, profit, loss])
+    return tabulate(tabular_data, headers=headers, tablefmt="pipe")
diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index e90a4c7ea..1c92860a8 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -14,12 +14,13 @@ from tabulate import tabulate
 
 from freqtrade.configuration import (TimeRange, remove_credentials,
                                      validate_config_consistency)
-from freqtrade.optimize.backtest_reports import generate_text_table
 from freqtrade.data import history
 from freqtrade.data.dataprovider import DataProvider
 from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import timeframe_to_minutes, timeframe_to_seconds
 from freqtrade.misc import file_dump_json
+from freqtrade.optimize.backtest_reports import (
+    generate_text_table, generate_text_table_sell_reason)
 from freqtrade.persistence import Trade
 from freqtrade.resolvers import ExchangeResolver, StrategyResolver
 from freqtrade.state import RunMode
@@ -130,17 +131,7 @@ class Backtesting:
 
         return data, timerange
 
-    def _generate_text_table_sell_reason(self, data: Dict[str, Dict], results: DataFrame) -> str:
-        """
-        Generate small table outlining Backtest results
-        """
-        tabular_data = []
-        headers = ['Sell Reason', 'Count', 'Profit', 'Loss']
-        for reason, count in results['sell_reason'].value_counts().iteritems():
-            profit = len(results[(results['sell_reason'] == reason) & (results['profit_abs'] >= 0)])
-            loss = len(results[(results['sell_reason'] == reason) & (results['profit_abs'] < 0)])
-            tabular_data.append([reason.value, count, profit, loss])
-        return tabulate(tabular_data, headers=headers, tablefmt="pipe")
+
 
     def _generate_text_table_strategy(self, all_results: dict) -> str:
         """
@@ -467,7 +458,7 @@ class Backtesting:
                                       results=results))
 
             print(' SELL REASON STATS '.center(133, '='))
-            print(self._generate_text_table_sell_reason(data, results))
+            print(generate_text_table_sell_reason(data, results))
 
             print(' LEFT OPEN TRADES REPORT '.center(133, '='))
             print(generate_text_table(data,
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 67332c10a..554d8974b 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -19,7 +19,8 @@ from freqtrade.data.dataprovider import DataProvider
 from freqtrade.data.history import get_timerange
 from freqtrade.exceptions import DependencyException, OperationalException
 from freqtrade.optimize import setup_configuration, start_backtesting
-from freqtrade.optimize.backtest_reports import generate_text_table
+from freqtrade.optimize.backtest_reports import (
+    generate_text_table, generate_text_table_sell_reason)
 from freqtrade.optimize.backtesting import Backtesting
 from freqtrade.state import RunMode
 from freqtrade.strategy.default_strategy import DefaultStrategy
@@ -361,8 +362,6 @@ def test_tickerdata_to_dataframe_bt(default_conf, mocker, testdatadir) -> None:
 
 def test_generate_text_table(default_conf, mocker):
     patch_exchange(mocker)
-    # default_conf['max_open_trades'] = 2
-    # backtesting = Backtesting(default_conf)
 
     results = pd.DataFrame(
         {
@@ -392,7 +391,6 @@ def test_generate_text_table(default_conf, mocker):
 
 def test_generate_text_table_sell_reason(default_conf, mocker):
     patch_exchange(mocker)
-    backtesting = Backtesting(default_conf)
 
     results = pd.DataFrame(
         {
@@ -412,7 +410,7 @@ def test_generate_text_table_sell_reason(default_conf, mocker):
         '| roi           |       2 |        2 |      0 |\n'
         '| stop_loss     |       1 |        0 |      1 |'
     )
-    assert backtesting._generate_text_table_sell_reason(
+    assert generate_text_table_sell_reason(
         data={'ETH/BTC': {}}, results=results) == result_str
 
 

From 904e1647e1579f2bc0ff396937ea6982afd4ccd7 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 07:32:12 +0100
Subject: [PATCH 0177/1106] Extract generate_text_table_strategy to seperate
 module

---
 freqtrade/optimize/backtest_reports.py | 29 +++++++++++++++++++
 freqtrade/optimize/backtesting.py      | 39 ++++----------------------
 tests/optimize/test_backtesting.py     | 15 +++-------
 3 files changed, 38 insertions(+), 45 deletions(-)

diff --git a/freqtrade/optimize/backtest_reports.py b/freqtrade/optimize/backtest_reports.py
index 8912af22a..8f0436563 100644
--- a/freqtrade/optimize/backtest_reports.py
+++ b/freqtrade/optimize/backtest_reports.py
@@ -64,3 +64,32 @@ def generate_text_table_sell_reason(data: Dict[str, Dict], results: DataFrame) -
         loss = len(results[(results['sell_reason'] == reason) & (results['profit_abs'] < 0)])
         tabular_data.append([reason.value, count, profit, loss])
     return tabulate(tabular_data, headers=headers, tablefmt="pipe")
+
+
+def generate_text_table_strategy(stake_currency: str, max_open_trades: str,
+                                 all_results: Dict) -> str:
+    """
+    Generate summary table per strategy
+    """
+
+    floatfmt = ('s', 'd', '.2f', '.2f', '.8f', '.2f', 'd', '.1f', '.1f')
+    tabular_data = []
+    headers = ['Strategy', 'buy count', 'avg profit %', 'cum profit %',
+               f'tot profit {stake_currency}', 'tot profit %', 'avg duration',
+               'profit', 'loss']
+    for strategy, results in all_results.items():
+        tabular_data.append([
+            strategy,
+            len(results.index),
+            results.profit_percent.mean() * 100.0,
+            results.profit_percent.sum() * 100.0,
+            results.profit_abs.sum(),
+            results.profit_percent.sum() * 100.0 / max_open_trades,
+            str(timedelta(
+                minutes=round(results.trade_duration.mean()))) if not results.empty else '0:00',
+            len(results[results.profit_abs > 0]),
+            len(results[results.profit_abs < 0])
+        ])
+    # Ignore type as floatfmt does allow tuples but mypy does not know that
+    return tabulate(tabular_data, headers=headers,
+                    floatfmt=floatfmt, tablefmt="pipe")  # type: ignore
diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 1c92860a8..ae3fbed0a 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -10,7 +10,6 @@ from pathlib import Path
 from typing import Any, Dict, List, NamedTuple, Optional
 
 from pandas import DataFrame
-from tabulate import tabulate
 
 from freqtrade.configuration import (TimeRange, remove_credentials,
                                      validate_config_consistency)
@@ -20,7 +19,8 @@ from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import timeframe_to_minutes, timeframe_to_seconds
 from freqtrade.misc import file_dump_json
 from freqtrade.optimize.backtest_reports import (
-    generate_text_table, generate_text_table_sell_reason)
+    generate_text_table, generate_text_table_sell_reason,
+    generate_text_table_strategy)
 from freqtrade.persistence import Trade
 from freqtrade.resolvers import ExchangeResolver, StrategyResolver
 from freqtrade.state import RunMode
@@ -131,37 +131,6 @@ class Backtesting:
 
         return data, timerange
 
-
-
-    def _generate_text_table_strategy(self, all_results: dict) -> str:
-        """
-        Generate summary table per strategy
-        """
-        stake_currency = str(self.config.get('stake_currency'))
-        max_open_trades = self.config.get('max_open_trades')
-
-        floatfmt = ('s', 'd', '.2f', '.2f', '.8f', '.2f', 'd', '.1f', '.1f')
-        tabular_data = []
-        headers = ['Strategy', 'buy count', 'avg profit %', 'cum profit %',
-                   'tot profit ' + stake_currency, 'tot profit %', 'avg duration',
-                   'profit', 'loss']
-        for strategy, results in all_results.items():
-            tabular_data.append([
-                strategy,
-                len(results.index),
-                results.profit_percent.mean() * 100.0,
-                results.profit_percent.sum() * 100.0,
-                results.profit_abs.sum(),
-                results.profit_percent.sum() * 100.0 / max_open_trades,
-                str(timedelta(
-                    minutes=round(results.trade_duration.mean()))) if not results.empty else '0:00',
-                len(results[results.profit_abs > 0]),
-                len(results[results.profit_abs < 0])
-            ])
-        # Ignore type as floatfmt does allow tuples but mypy does not know that
-        return tabulate(tabular_data, headers=headers,
-                        floatfmt=floatfmt, tablefmt="pipe")  # type: ignore
-
     def _store_backtest_result(self, recordfilename: Path, results: DataFrame,
                                strategyname: Optional[str] = None) -> None:
 
@@ -469,5 +438,7 @@ class Backtesting:
         if len(all_results) > 1:
             # Print Strategy summary table
             print(' Strategy Summary '.center(133, '='))
-            print(self._generate_text_table_strategy(all_results))
+            print(generate_text_table_strategy(self.config['stake_currency'],
+                                               self.config['max_open_trades'],
+                                               all_results=all_results))
             print('\nFor more details, please look at the detail tables above')
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 554d8974b..57b80f837 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -20,7 +20,8 @@ from freqtrade.data.history import get_timerange
 from freqtrade.exceptions import DependencyException, OperationalException
 from freqtrade.optimize import setup_configuration, start_backtesting
 from freqtrade.optimize.backtest_reports import (
-    generate_text_table, generate_text_table_sell_reason)
+    generate_text_table, generate_text_table_sell_reason,
+    generate_text_table_strategy)
 from freqtrade.optimize.backtesting import Backtesting
 from freqtrade.state import RunMode
 from freqtrade.strategy.default_strategy import DefaultStrategy
@@ -361,7 +362,6 @@ def test_tickerdata_to_dataframe_bt(default_conf, mocker, testdatadir) -> None:
 
 
 def test_generate_text_table(default_conf, mocker):
-    patch_exchange(mocker)
 
     results = pd.DataFrame(
         {
@@ -390,7 +390,6 @@ def test_generate_text_table(default_conf, mocker):
 
 
 def test_generate_text_table_sell_reason(default_conf, mocker):
-    patch_exchange(mocker)
 
     results = pd.DataFrame(
         {
@@ -414,13 +413,7 @@ def test_generate_text_table_sell_reason(default_conf, mocker):
         data={'ETH/BTC': {}}, results=results) == result_str
 
 
-def test_generate_text_table_strategyn(default_conf, mocker):
-    """
-    Test Backtesting.generate_text_table_sell_reason() method
-    """
-    patch_exchange(mocker)
-    default_conf['max_open_trades'] = 2
-    backtesting = Backtesting(default_conf)
+def test_generate_text_table_strategy(default_conf, mocker):
     results = {}
     results['ETH/BTC'] = pd.DataFrame(
         {
@@ -455,7 +448,7 @@ def test_generate_text_table_strategyn(default_conf, mocker):
         '| LTC/BTC    |           3 |          30.00 |          90.00 '
         '|       1.30000000 |          45.00 | 0:20:00        |        3 |      0 |'
     )
-    assert backtesting._generate_text_table_strategy(all_results=results) == result_str
+    assert generate_text_table_strategy('BTC', 2, all_results=results) == result_str
 
 
 def test_backtesting_start(default_conf, mocker, testdatadir, caplog) -> None:

From 10ee23622a34797170e2ad37b3389b7b1ea7ebfd Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 07:33:55 +0100
Subject: [PATCH 0178/1106] Extract tests for backtest_reports to their own
 test module

---
 tests/optimize/test_backtest_reports.py | 96 +++++++++++++++++++++++++
 tests/optimize/test_backtesting.py      | 93 ------------------------
 2 files changed, 96 insertions(+), 93 deletions(-)
 create mode 100644 tests/optimize/test_backtest_reports.py

diff --git a/tests/optimize/test_backtest_reports.py b/tests/optimize/test_backtest_reports.py
new file mode 100644
index 000000000..726202517
--- /dev/null
+++ b/tests/optimize/test_backtest_reports.py
@@ -0,0 +1,96 @@
+import pandas as pd
+
+from freqtrade.optimize.backtest_reports import (
+    generate_text_table, generate_text_table_sell_reason,
+    generate_text_table_strategy)
+from freqtrade.strategy.interface import SellType
+
+
+def test_generate_text_table(default_conf, mocker):
+
+    results = pd.DataFrame(
+        {
+            'pair': ['ETH/BTC', 'ETH/BTC'],
+            'profit_percent': [0.1, 0.2],
+            'profit_abs': [0.2, 0.4],
+            'trade_duration': [10, 30],
+            'profit': [2, 0],
+            'loss': [0, 0]
+        }
+    )
+
+    result_str = (
+        '| pair    |   buy count |   avg profit % |   cum profit % |   '
+        'tot profit BTC |   tot profit % | avg duration   |   profit |   loss |\n'
+        '|:--------|------------:|---------------:|---------------:|'
+        '-----------------:|---------------:|:---------------|---------:|-------:|\n'
+        '| ETH/BTC |           2 |          15.00 |          30.00 |       '
+        '0.60000000 |          15.00 | 0:20:00        |        2 |      0 |\n'
+        '| TOTAL   |           2 |          15.00 |          30.00 |       '
+        '0.60000000 |          15.00 | 0:20:00        |        2 |      0 |'
+    )
+    assert generate_text_table(data={'ETH/BTC': {}},
+                               stake_currency='BTC', max_open_trades=2,
+                               results=results) == result_str
+
+
+def test_generate_text_table_sell_reason(default_conf, mocker):
+
+    results = pd.DataFrame(
+        {
+            'pair': ['ETH/BTC', 'ETH/BTC', 'ETH/BTC'],
+            'profit_percent': [0.1, 0.2, -0.3],
+            'profit_abs': [0.2, 0.4, -0.5],
+            'trade_duration': [10, 30, 10],
+            'profit': [2, 0, 0],
+            'loss': [0, 0, 1],
+            'sell_reason': [SellType.ROI, SellType.ROI, SellType.STOP_LOSS]
+        }
+    )
+
+    result_str = (
+        '| Sell Reason   |   Count |   Profit |   Loss |\n'
+        '|:--------------|--------:|---------:|-------:|\n'
+        '| roi           |       2 |        2 |      0 |\n'
+        '| stop_loss     |       1 |        0 |      1 |'
+    )
+    assert generate_text_table_sell_reason(
+        data={'ETH/BTC': {}}, results=results) == result_str
+
+
+def test_generate_text_table_strategy(default_conf, mocker):
+    results = {}
+    results['ETH/BTC'] = pd.DataFrame(
+        {
+            'pair': ['ETH/BTC', 'ETH/BTC', 'ETH/BTC'],
+            'profit_percent': [0.1, 0.2, 0.3],
+            'profit_abs': [0.2, 0.4, 0.5],
+            'trade_duration': [10, 30, 10],
+            'profit': [2, 0, 0],
+            'loss': [0, 0, 1],
+            'sell_reason': [SellType.ROI, SellType.ROI, SellType.STOP_LOSS]
+        }
+    )
+    results['LTC/BTC'] = pd.DataFrame(
+        {
+            'pair': ['LTC/BTC', 'LTC/BTC', 'LTC/BTC'],
+            'profit_percent': [0.4, 0.2, 0.3],
+            'profit_abs': [0.4, 0.4, 0.5],
+            'trade_duration': [15, 30, 15],
+            'profit': [4, 1, 0],
+            'loss': [0, 0, 1],
+            'sell_reason': [SellType.ROI, SellType.ROI, SellType.STOP_LOSS]
+        }
+    )
+
+    result_str = (
+        '| Strategy   |   buy count |   avg profit % |   cum profit % '
+        '|   tot profit BTC |   tot profit % | avg duration   |   profit |   loss |\n'
+        '|:-----------|------------:|---------------:|---------------:'
+        '|-----------------:|---------------:|:---------------|---------:|-------:|\n'
+        '| ETH/BTC    |           3 |          20.00 |          60.00 '
+        '|       1.10000000 |          30.00 | 0:17:00        |        3 |      0 |\n'
+        '| LTC/BTC    |           3 |          30.00 |          90.00 '
+        '|       1.30000000 |          45.00 | 0:20:00        |        3 |      0 |'
+    )
+    assert generate_text_table_strategy('BTC', 2, all_results=results) == result_str
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 57b80f837..9f31114b4 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -19,9 +19,6 @@ from freqtrade.data.dataprovider import DataProvider
 from freqtrade.data.history import get_timerange
 from freqtrade.exceptions import DependencyException, OperationalException
 from freqtrade.optimize import setup_configuration, start_backtesting
-from freqtrade.optimize.backtest_reports import (
-    generate_text_table, generate_text_table_sell_reason,
-    generate_text_table_strategy)
 from freqtrade.optimize.backtesting import Backtesting
 from freqtrade.state import RunMode
 from freqtrade.strategy.default_strategy import DefaultStrategy
@@ -361,96 +358,6 @@ def test_tickerdata_to_dataframe_bt(default_conf, mocker, testdatadir) -> None:
     assert data['UNITTEST/BTC'].equals(data2['UNITTEST/BTC'])
 
 
-def test_generate_text_table(default_conf, mocker):
-
-    results = pd.DataFrame(
-        {
-            'pair': ['ETH/BTC', 'ETH/BTC'],
-            'profit_percent': [0.1, 0.2],
-            'profit_abs': [0.2, 0.4],
-            'trade_duration': [10, 30],
-            'profit': [2, 0],
-            'loss': [0, 0]
-        }
-    )
-
-    result_str = (
-        '| pair    |   buy count |   avg profit % |   cum profit % |   '
-        'tot profit BTC |   tot profit % | avg duration   |   profit |   loss |\n'
-        '|:--------|------------:|---------------:|---------------:|'
-        '-----------------:|---------------:|:---------------|---------:|-------:|\n'
-        '| ETH/BTC |           2 |          15.00 |          30.00 |       '
-        '0.60000000 |          15.00 | 0:20:00        |        2 |      0 |\n'
-        '| TOTAL   |           2 |          15.00 |          30.00 |       '
-        '0.60000000 |          15.00 | 0:20:00        |        2 |      0 |'
-    )
-    assert generate_text_table(data={'ETH/BTC': {}},
-                               stake_currency='BTC', max_open_trades=2,
-                               results=results) == result_str
-
-
-def test_generate_text_table_sell_reason(default_conf, mocker):
-
-    results = pd.DataFrame(
-        {
-            'pair': ['ETH/BTC', 'ETH/BTC', 'ETH/BTC'],
-            'profit_percent': [0.1, 0.2, -0.3],
-            'profit_abs': [0.2, 0.4, -0.5],
-            'trade_duration': [10, 30, 10],
-            'profit': [2, 0, 0],
-            'loss': [0, 0, 1],
-            'sell_reason': [SellType.ROI, SellType.ROI, SellType.STOP_LOSS]
-        }
-    )
-
-    result_str = (
-        '| Sell Reason   |   Count |   Profit |   Loss |\n'
-        '|:--------------|--------:|---------:|-------:|\n'
-        '| roi           |       2 |        2 |      0 |\n'
-        '| stop_loss     |       1 |        0 |      1 |'
-    )
-    assert generate_text_table_sell_reason(
-        data={'ETH/BTC': {}}, results=results) == result_str
-
-
-def test_generate_text_table_strategy(default_conf, mocker):
-    results = {}
-    results['ETH/BTC'] = pd.DataFrame(
-        {
-            'pair': ['ETH/BTC', 'ETH/BTC', 'ETH/BTC'],
-            'profit_percent': [0.1, 0.2, 0.3],
-            'profit_abs': [0.2, 0.4, 0.5],
-            'trade_duration': [10, 30, 10],
-            'profit': [2, 0, 0],
-            'loss': [0, 0, 1],
-            'sell_reason': [SellType.ROI, SellType.ROI, SellType.STOP_LOSS]
-        }
-    )
-    results['LTC/BTC'] = pd.DataFrame(
-        {
-            'pair': ['LTC/BTC', 'LTC/BTC', 'LTC/BTC'],
-            'profit_percent': [0.4, 0.2, 0.3],
-            'profit_abs': [0.4, 0.4, 0.5],
-            'trade_duration': [15, 30, 15],
-            'profit': [4, 1, 0],
-            'loss': [0, 0, 1],
-            'sell_reason': [SellType.ROI, SellType.ROI, SellType.STOP_LOSS]
-        }
-    )
-
-    result_str = (
-        '| Strategy   |   buy count |   avg profit % |   cum profit % '
-        '|   tot profit BTC |   tot profit % | avg duration   |   profit |   loss |\n'
-        '|:-----------|------------:|---------------:|---------------:'
-        '|-----------------:|---------------:|:---------------|---------:|-------:|\n'
-        '| ETH/BTC    |           3 |          20.00 |          60.00 '
-        '|       1.10000000 |          30.00 | 0:17:00        |        3 |      0 |\n'
-        '| LTC/BTC    |           3 |          30.00 |          90.00 '
-        '|       1.30000000 |          45.00 | 0:20:00        |        3 |      0 |'
-    )
-    assert generate_text_table_strategy('BTC', 2, all_results=results) == result_str
-
-
 def test_backtesting_start(default_conf, mocker, testdatadir, caplog) -> None:
     def get_timerange(input1):
         return Arrow(2017, 11, 14, 21, 17), Arrow(2017, 11, 14, 22, 59)

From 8cc48cf4b042f4b47ad3902addd2fafc5e433762 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 09:31:35 +0100
Subject: [PATCH 0179/1106] Fix tests where mocks fail now

---
 tests/optimize/test_backtesting.py | 22 ++++++++--------------
 1 file changed, 8 insertions(+), 14 deletions(-)

diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 9f31114b4..83d212e3d 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -366,11 +366,8 @@ def test_backtesting_start(default_conf, mocker, testdatadir, caplog) -> None:
     mocker.patch('freqtrade.data.history.get_timerange', get_timerange)
     mocker.patch('freqtrade.exchange.Exchange.refresh_latest_ohlcv', MagicMock())
     patch_exchange(mocker)
-    mocker.patch.multiple(
-        'freqtrade.optimize.backtesting.Backtesting',
-        backtest=MagicMock(),
-        _generate_text_table=MagicMock(return_value='1'),
-    )
+    mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', MagicMock())
+    mocker.patch('freqtrade.optimize.backtesting.generate_text_table', MagicMock(return_value=1))
 
     default_conf['exchange']['pair_whitelist'] = ['UNITTEST/BTC']
     default_conf['ticker_interval'] = '1m'
@@ -399,11 +396,8 @@ def test_backtesting_start_no_data(default_conf, mocker, caplog, testdatadir) ->
     mocker.patch('freqtrade.data.history.get_timerange', get_timerange)
     mocker.patch('freqtrade.exchange.Exchange.refresh_latest_ohlcv', MagicMock())
     patch_exchange(mocker)
-    mocker.patch.multiple(
-        'freqtrade.optimize.backtesting.Backtesting',
-        backtest=MagicMock(),
-        _generate_text_table=MagicMock(return_value='1'),
-    )
+    mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', MagicMock())
+    mocker.patch('freqtrade.optimize.backtesting.generate_text_table', MagicMock(return_value=1))
 
     default_conf['exchange']['pair_whitelist'] = ['UNITTEST/BTC']
     default_conf['ticker_interval'] = "1m"
@@ -714,7 +708,8 @@ def test_backtest_start_timerange(default_conf, mocker, caplog, testdatadir):
 
     patch_exchange(mocker, api_mock)
     mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', MagicMock())
-    mocker.patch('freqtrade.optimize.backtesting.Backtesting._generate_text_table', MagicMock())
+    mocker.patch('freqtrade.optimize.backtesting.generate_text_table', MagicMock())
+
     patched_configuration_load_config_file(mocker, default_conf)
 
     args = [
@@ -760,10 +755,9 @@ def test_backtest_start_multi_strat(default_conf, mocker, caplog, testdatadir):
     backtestmock = MagicMock()
     mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', backtestmock)
     gen_table_mock = MagicMock()
-    mocker.patch('freqtrade.optimize.backtesting.Backtesting._generate_text_table', gen_table_mock)
+    mocker.patch('freqtrade.optimize.backtesting.generate_text_table', gen_table_mock)
     gen_strattable_mock = MagicMock()
-    mocker.patch('freqtrade.optimize.backtesting.Backtesting._generate_text_table_strategy',
-                 gen_strattable_mock)
+    mocker.patch('freqtrade.optimize.backtesting.generate_text_table_strategy', gen_strattable_mock)
     patched_configuration_load_config_file(mocker, default_conf)
 
     args = [

From a9fbad0741fe7475a2d0b90c22788a42a24e3a05 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 09:37:54 +0100
Subject: [PATCH 0180/1106] Improve docstrings

---
 freqtrade/optimize/backtest_reports.py | 14 +++++++++++++-
 1 file changed, 13 insertions(+), 1 deletion(-)

diff --git a/freqtrade/optimize/backtest_reports.py b/freqtrade/optimize/backtest_reports.py
index 8f0436563..5778747cf 100644
--- a/freqtrade/optimize/backtest_reports.py
+++ b/freqtrade/optimize/backtest_reports.py
@@ -9,7 +9,12 @@ def generate_text_table(data: Dict[str, Dict], stake_currency: str, max_open_tra
                         results: DataFrame, skip_nan: bool = False) -> str:
     """
     Generates and returns a text table for the given backtest data and the results dataframe
-    :return: pretty printed table with tabulate as str
+    :param data: Dict of <pair: dataframe> containing data that was used during backtesting.
+    :param stake_currency: stake-currency - used to correctly name headers
+    :param max_open_trades: Maximum allowed open trades
+    :param results: Dataframe containing the backtest results
+    :param skip_nan: Print "left open" open trades
+    :return: pretty printed table with tabulate as string
     """
 
     floatfmt = ('s', 'd', '.2f', '.2f', '.8f', '.2f', 'd', '.1f', '.1f')
@@ -56,6 +61,9 @@ def generate_text_table(data: Dict[str, Dict], stake_currency: str, max_open_tra
 def generate_text_table_sell_reason(data: Dict[str, Dict], results: DataFrame) -> str:
     """
     Generate small table outlining Backtest results
+    :param data: Dict of <pair: dataframe> containing data that was used during backtesting.
+    :param results: Dataframe containing the backtest results
+    :return: pretty printed table with tabulate as string
     """
     tabular_data = []
     headers = ['Sell Reason', 'Count', 'Profit', 'Loss']
@@ -70,6 +78,10 @@ def generate_text_table_strategy(stake_currency: str, max_open_trades: str,
                                  all_results: Dict) -> str:
     """
     Generate summary table per strategy
+    :param stake_currency: stake-currency - used to correctly name headers
+    :param max_open_trades: Maximum allowed open trades used for backtest
+    :param all_results: Dict of <Strategyname: BacktestResult> containing results for all strategies
+    :return: pretty printed table with tabulate as string
     """
 
     floatfmt = ('s', 'd', '.2f', '.2f', '.8f', '.2f', 'd', '.1f', '.1f')

From e89fa44680e795f5a52067406526e41c6a1ae756 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Thu, 2 Jan 2020 11:50:54 +0300
Subject: [PATCH 0181/1106] Arrange common section for update trade state
 methods

---
 freqtrade/freqtradebot.py | 170 +++++++++++++++++++-------------------
 1 file changed, 87 insertions(+), 83 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 774e001c8..d5d918585 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -183,7 +183,7 @@ class FreqtradeBot:
         return max(0, self.config['max_open_trades'] - open_trades)
 
 #
-# BUY / enter positions / open trades part
+# BUY / enter positions / open trades logic and methods
 #
 
     def enter_positions(self) -> int:
@@ -499,7 +499,7 @@ class FreqtradeBot:
         return True
 
 #
-# SELL / exit positions / close trades part
+# SELL / exit positions / close trades logic and methods
 #
 
     def exit_positions(self, trades: List[Any]) -> int:
@@ -528,87 +528,6 @@ class FreqtradeBot:
 
         return trades_closed
 
-    def get_real_amount(self, trade: Trade, order: Dict, order_amount: float = None) -> float:
-        """
-        Get real amount for the trade
-        Necessary for exchanges which charge fees in base currency (e.g. binance)
-        """
-        if order_amount is None:
-            order_amount = order['amount']
-        # Only run for closed orders
-        if trade.fee_open == 0 or order['status'] == 'open':
-            return order_amount
-
-        # use fee from order-dict if possible
-        if ('fee' in order and order['fee'] is not None and
-                (order['fee'].keys() >= {'currency', 'cost'})):
-            if (order['fee']['currency'] is not None and
-                    order['fee']['cost'] is not None and
-                    trade.pair.startswith(order['fee']['currency'])):
-                new_amount = order_amount - order['fee']['cost']
-                logger.info("Applying fee on amount for %s (from %s to %s) from Order",
-                            trade, order['amount'], new_amount)
-                return new_amount
-
-        # Fallback to Trades
-        trades = self.exchange.get_trades_for_order(trade.open_order_id, trade.pair,
-                                                    trade.open_date)
-
-        if len(trades) == 0:
-            logger.info("Applying fee on amount for %s failed: myTrade-Dict empty found", trade)
-            return order_amount
-        amount = 0
-        fee_abs = 0
-        for exectrade in trades:
-            amount += exectrade['amount']
-            if ("fee" in exectrade and exectrade['fee'] is not None and
-                    (exectrade['fee'].keys() >= {'currency', 'cost'})):
-                # only applies if fee is in quote currency!
-                if (exectrade['fee']['currency'] is not None and
-                        exectrade['fee']['cost'] is not None and
-                        trade.pair.startswith(exectrade['fee']['currency'])):
-                    fee_abs += exectrade['fee']['cost']
-
-        if not isclose(amount, order_amount, abs_tol=constants.MATH_CLOSE_PREC):
-            logger.warning(f"Amount {amount} does not match amount {trade.amount}")
-            raise DependencyException("Half bought? Amounts don't match")
-        real_amount = amount - fee_abs
-        if fee_abs != 0:
-            logger.info(f"Applying fee on amount for {trade} "
-                        f"(from {order_amount} to {real_amount}) from Trades")
-        return real_amount
-
-    def update_trade_state(self, trade, action_order: dict = None):
-        """
-        Checks trades with open orders and updates the amount if necessary
-        """
-        # Get order details for actual price per unit
-        if trade.open_order_id:
-            # Update trade with order values
-            logger.info('Found open order for %s', trade)
-            try:
-                order = action_order or self.exchange.get_order(trade.open_order_id, trade.pair)
-            except InvalidOrderException as exception:
-                logger.warning('Unable to fetch order %s: %s', trade.open_order_id, exception)
-                return
-            # Try update amount (binance-fix)
-            try:
-                new_amount = self.get_real_amount(trade, order)
-                if not isclose(order['amount'], new_amount, abs_tol=constants.MATH_CLOSE_PREC):
-                    order['amount'] = new_amount
-                    # Fee was applied, so set to 0
-                    trade.fee_open = 0
-                    trade.recalc_open_trade_price()
-
-            except DependencyException as exception:
-                logger.warning("Could not update trade amount: %s", exception)
-
-            trade.update(order)
-
-            # Updating wallets when order is closed
-            if not trade.is_open:
-                self.wallets.update()
-
     def get_sell_rate(self, pair: str, refresh: bool) -> float:
         """
         Get sell rate - either using get-ticker bid or first bid based on orderbook
@@ -1047,3 +966,88 @@ class FreqtradeBot:
 
         # Send the message
         self.rpc.send_msg(msg)
+
+#
+# Common update trade state methods
+#
+
+    def update_trade_state(self, trade, action_order: dict = None):
+        """
+        Checks trades with open orders and updates the amount if necessary
+        """
+        # Get order details for actual price per unit
+        if trade.open_order_id:
+            # Update trade with order values
+            logger.info('Found open order for %s', trade)
+            try:
+                order = action_order or self.exchange.get_order(trade.open_order_id, trade.pair)
+            except InvalidOrderException as exception:
+                logger.warning('Unable to fetch order %s: %s', trade.open_order_id, exception)
+                return
+            # Try update amount (binance-fix)
+            try:
+                new_amount = self.get_real_amount(trade, order)
+                if not isclose(order['amount'], new_amount, abs_tol=constants.MATH_CLOSE_PREC):
+                    order['amount'] = new_amount
+                    # Fee was applied, so set to 0
+                    trade.fee_open = 0
+                    trade.recalc_open_trade_price()
+
+            except DependencyException as exception:
+                logger.warning("Could not update trade amount: %s", exception)
+
+            trade.update(order)
+
+            # Updating wallets when order is closed
+            if not trade.is_open:
+                self.wallets.update()
+
+    def get_real_amount(self, trade: Trade, order: Dict, order_amount: float = None) -> float:
+        """
+        Get real amount for the trade
+        Necessary for exchanges which charge fees in base currency (e.g. binance)
+        """
+        if order_amount is None:
+            order_amount = order['amount']
+        # Only run for closed orders
+        if trade.fee_open == 0 or order['status'] == 'open':
+            return order_amount
+
+        # use fee from order-dict if possible
+        if ('fee' in order and order['fee'] is not None and
+                (order['fee'].keys() >= {'currency', 'cost'})):
+            if (order['fee']['currency'] is not None and
+                    order['fee']['cost'] is not None and
+                    trade.pair.startswith(order['fee']['currency'])):
+                new_amount = order_amount - order['fee']['cost']
+                logger.info("Applying fee on amount for %s (from %s to %s) from Order",
+                            trade, order['amount'], new_amount)
+                return new_amount
+
+        # Fallback to Trades
+        trades = self.exchange.get_trades_for_order(trade.open_order_id, trade.pair,
+                                                    trade.open_date)
+
+        if len(trades) == 0:
+            logger.info("Applying fee on amount for %s failed: myTrade-Dict empty found", trade)
+            return order_amount
+        amount = 0
+        fee_abs = 0
+        for exectrade in trades:
+            amount += exectrade['amount']
+            if ("fee" in exectrade and exectrade['fee'] is not None and
+                    (exectrade['fee'].keys() >= {'currency', 'cost'})):
+                # only applies if fee is in quote currency!
+                if (exectrade['fee']['currency'] is not None and
+                        exectrade['fee']['cost'] is not None and
+                        trade.pair.startswith(exectrade['fee']['currency'])):
+                    fee_abs += exectrade['fee']['cost']
+
+        if not isclose(amount, order_amount, abs_tol=constants.MATH_CLOSE_PREC):
+            logger.warning(f"Amount {amount} does not match amount {trade.amount}")
+            raise DependencyException("Half bought? Amounts don't match")
+        real_amount = amount - fee_abs
+        if fee_abs != 0:
+            logger.info(f"Applying fee on amount for {trade} "
+                        f"(from {order_amount} to {real_amount}) from Trades")
+        return real_amount

From 6fbdd6bee9520afc13450cb63c3fba4591537ce3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 09:51:24 +0100
Subject: [PATCH 0182/1106] Remove unused directory from user_data

---
 user_data/backtest_data/.gitkeep | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 user_data/backtest_data/.gitkeep

diff --git a/user_data/backtest_data/.gitkeep b/user_data/backtest_data/.gitkeep
deleted file mode 100644
index e69de29bb..000000000

From 2c8e8d8ef65021fbb3ee3446768fe3e3fa34c36f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 09:51:47 +0100
Subject: [PATCH 0183/1106] Align columns for btanalysis loading

---
 freqtrade/data/btanalysis.py  | 2 +-
 tests/data/test_btanalysis.py | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 2fc931a9b..04b2ca980 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -47,7 +47,7 @@ def load_backtest_data(filename) -> pd.DataFrame:
                                       utc=True,
                                       infer_datetime_format=True
                                       )
-    df['profitabs'] = df['close_rate'] - df['open_rate']
+    df['profit'] = df['close_rate'] - df['open_rate']
     df = df.sort_values("open_time").reset_index(drop=True)
     return df
 
diff --git a/tests/data/test_btanalysis.py b/tests/data/test_btanalysis.py
index 13711c63e..60d9c3ea5 100644
--- a/tests/data/test_btanalysis.py
+++ b/tests/data/test_btanalysis.py
@@ -20,7 +20,7 @@ def test_load_backtest_data(testdatadir):
     filename = testdatadir / "backtest-result_test.json"
     bt_data = load_backtest_data(filename)
     assert isinstance(bt_data, DataFrame)
-    assert list(bt_data.columns) == BT_DATA_COLUMNS + ["profitabs"]
+    assert list(bt_data.columns) == BT_DATA_COLUMNS + ["profit"]
     assert len(bt_data) == 179
 
     # Test loading from string (must yield same result)

From 9325880fe5c84973a6553f47993639042f574ac9 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 10:38:59 +0100
Subject: [PATCH 0184/1106] Split config-validation requires

---
 freqtrade/configuration/config_validation.py | 11 +++++--
 freqtrade/constants.py                       | 30 ++++++++++++--------
 tests/test_configuration.py                  |  1 +
 3 files changed, 28 insertions(+), 14 deletions(-)

diff --git a/freqtrade/configuration/config_validation.py b/freqtrade/configuration/config_validation.py
index 43eead46a..9afa39ca7 100644
--- a/freqtrade/configuration/config_validation.py
+++ b/freqtrade/configuration/config_validation.py
@@ -1,4 +1,5 @@
 import logging
+from copy import deepcopy
 from typing import Any, Dict
 
 from jsonschema import Draft4Validator, validators
@@ -42,15 +43,21 @@ def validate_config_schema(conf: Dict[str, Any]) -> Dict[str, Any]:
     :param conf: Config in JSON format
     :return: Returns the config if valid, otherwise throw an exception
     """
+    conf_schema = deepcopy(constants.CONF_SCHEMA)
+    if conf.get('runmode', RunMode.OTHER) in (RunMode.DRY_RUN, RunMode.LIVE):
+        conf_schema['required'] = constants.SCHEMA_TRADE_REQUIRED
+    else:
+        conf_schema['required'] = constants.SCHEMA_MINIMAL_REQUIRED
+
     try:
-        FreqtradeValidator(constants.CONF_SCHEMA).validate(conf)
+        FreqtradeValidator(conf_schema).validate(conf)
         return conf
     except ValidationError as e:
         logger.critical(
             f"Invalid configuration. See config.json.example. Reason: {e}"
         )
         raise ValidationError(
-            best_match(Draft4Validator(constants.CONF_SCHEMA).iter_errors(conf)).message
+            best_match(Draft4Validator(conf_schema).iter_errors(conf)).message
         )
 
 
diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index d7c6249d5..b21279bb4 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -269,16 +269,22 @@ CONF_SCHEMA = {
             'required': ['process_throttle_secs', 'allowed_risk', 'capital_available_percentage']
         }
     },
-    'required': [
-        'exchange',
-        'max_open_trades',
-        'stake_currency',
-        'stake_amount',
-        'dry_run',
-        'dry_run_wallet',
-        'bid_strategy',
-        'unfilledtimeout',
-        'stoploss',
-        'minimal_roi',
-    ]
 }
+
+SCHEMA_TRADE_REQUIRED = [
+    'exchange',
+    'max_open_trades',
+    'stake_currency',
+    'stake_amount',
+    'dry_run',
+    'dry_run_wallet',
+    'bid_strategy',
+    'unfilledtimeout',
+    'stoploss',
+    'minimal_roi',
+]
+
+SCHEMA_MINIMAL_REQUIRED = [
+    'exchange',
+    'dry_run',
+]
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index ee3d23131..531a88688 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -49,6 +49,7 @@ def test_load_config_missing_attributes(default_conf) -> None:
 
     conf = deepcopy(default_conf)
     conf.pop('stake_currency')
+    conf['runmode'] = RunMode.DRY_RUN
     with pytest.raises(ValidationError, match=r".*'stake_currency' is a required property.*"):
         validate_config_schema(conf)
 

From 20fc3b7978d036da11a56df2b8c81622854e2a6e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 10:41:10 +0100
Subject: [PATCH 0185/1106] validate config for utils too

---
 freqtrade/utils.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 45520ecf7..9fe15aea6 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -12,7 +12,8 @@ from colorama import init as colorama_init
 from tabulate import tabulate
 
 from freqtrade.configuration import (Configuration, TimeRange,
-                                     remove_credentials)
+                                     remove_credentials,
+                                     validate_config_consistency)
 from freqtrade.configuration.directory_operations import (copy_sample_files,
                                                           create_userdata_dir)
 from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGY
@@ -40,6 +41,7 @@ def setup_utils_configuration(args: Dict[str, Any], method: RunMode) -> Dict[str
 
     # Ensure we do not use Exchange credentials
     remove_credentials(config)
+    validate_config_consistency(config)
 
     return config
 

From 22fcf7b4dc64c82058e4eb1349422ac83199c043 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 10:47:37 +0100
Subject: [PATCH 0186/1106] Allow empty stake currency in certain cases

---
 freqtrade/configuration/config_validation.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/freqtrade/configuration/config_validation.py b/freqtrade/configuration/config_validation.py
index 9afa39ca7..f7886eec2 100644
--- a/freqtrade/configuration/config_validation.py
+++ b/freqtrade/configuration/config_validation.py
@@ -48,6 +48,10 @@ def validate_config_schema(conf: Dict[str, Any]) -> Dict[str, Any]:
         conf_schema['required'] = constants.SCHEMA_TRADE_REQUIRED
     else:
         conf_schema['required'] = constants.SCHEMA_MINIMAL_REQUIRED
+        # Dynamically allow empty stake-currency
+        # Since the minimal config specifies this too.
+        # It's not allowed for Dry-run or live modes
+        conf_schema['properties']['stake_currency']['enum'] += ['']
 
     try:
         FreqtradeValidator(conf_schema).validate(conf)

From 9382b38c41509e51495d48248b968d58bdf1e6df Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 10:56:00 +0100
Subject: [PATCH 0187/1106] Fix mypy error

---
 freqtrade/configuration/config_validation.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/configuration/config_validation.py b/freqtrade/configuration/config_validation.py
index f7886eec2..6f56790f4 100644
--- a/freqtrade/configuration/config_validation.py
+++ b/freqtrade/configuration/config_validation.py
@@ -51,7 +51,7 @@ def validate_config_schema(conf: Dict[str, Any]) -> Dict[str, Any]:
         # Dynamically allow empty stake-currency
         # Since the minimal config specifies this too.
         # It's not allowed for Dry-run or live modes
-        conf_schema['properties']['stake_currency']['enum'] += ['']
+        conf_schema['properties']['stake_currency']['enum'] += ['']  # type: ignore
 
     try:
         FreqtradeValidator(conf_schema).validate(conf)

From 1b8943ac54fabbad046503efeac88f0425a6684a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 10:59:10 +0100
Subject: [PATCH 0188/1106] Add documentation for tradable_balance_ratio

---
 config_full.json.example | 1 +
 docs/configuration.md    | 7 +++++++
 freqtrade/constants.py   | 6 ++++++
 3 files changed, 14 insertions(+)

diff --git a/config_full.json.example b/config_full.json.example
index b9631f63d..4e692d371 100644
--- a/config_full.json.example
+++ b/config_full.json.example
@@ -2,6 +2,7 @@
     "max_open_trades": 3,
     "stake_currency": "BTC",
     "stake_amount": 0.05,
+    "tradable_balance_ratio": 0.99,
     "fiat_display_currency": "USD",
     "amount_reserve_percent" : 0.05,
     "dry_run": false,
diff --git a/docs/configuration.md b/docs/configuration.md
index 90f0aa791..1acd6162c 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -43,6 +43,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `max_open_trades` | **Required.** Number of trades open your bot will have. If -1 then it is ignored (i.e. potentially unlimited open trades).<br> ***Datatype:*** *Positive integer or -1.*
 | `stake_currency` | **Required.** Crypto-currency used for trading. [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
 | `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#understand-stake_amount). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Positive float or `"unlimited"`.*
+| `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. Only applies when `stake_amount="unlimited"`. [More information below](#understand-stake_amount). <br>*Defaults to `0.99` 99%).*<br> ***Datatype:*** *Positive float between `0.0` and `1.0`.*
 | `amount_reserve_percent` | Reserve some amount in min pair stake amount. The bot will reserve `amount_reserve_percent` + stoploss value when calculating min pair stake amount in order to avoid possible trade refusals. <br>*Defaults to `0.05` (5%).* <br> ***Datatype:*** *Positive Float as ratio.*
 | `ticker_interval` | The ticker interval to use (e.g `1m`, `5m`, `15m`, `30m`, `1h` ...). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
 | `fiat_display_currency` | Fiat currency used to show your profits. [More information below](#what-values-can-be-used-for-fiat_display_currency). <br> ***Datatype:*** *String*
@@ -144,6 +145,12 @@ To allow the bot to trade all the available `stake_currency` in your account set
 "stake_amount" : "unlimited",
 ```
 
+When using `stake_amount="unlimited"`, we recommend to also set `tradable_balance_ratio=0.99` (99%) - to keep a minimum balance for eventual fees.
+This will keep 1% of your account balance "untradable" in your account.
+
+!!! Note:
+    This configuration will allow increasing / decreasing stakes depending on the performance of the bot (lower stake if bot is loosing, higher stakes if the bot has a winning record, since higher balances are available).
+
 In this case a trade amount is calculated as:
 
 ```python
diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index d7c6249d5..d5ba00cd5 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -73,6 +73,12 @@ CONF_SCHEMA = {
             'minimum': 0.0001,
             'pattern': UNLIMITED_STAKE_AMOUNT
         },
+        'tradable_balance_ratio': {
+            'type': ['number'],
+            'minimum': 0.1,
+            'maximum': 1,
+            'default': 0.99
+        },
         'fiat_display_currency': {'type': 'string', 'enum': SUPPORTED_FIAT},
         'dry_run': {'type': 'boolean'},
         'dry_run_wallet': {'type': 'number', 'default': DRY_RUN_WALLET},

From f15e5e9d5715c233d49adbe692dd38215e71a769 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Thu, 2 Jan 2020 13:51:25 +0300
Subject: [PATCH 0189/1106] Add _notify_buy()

---
 freqtrade/freqtradebot.py | 42 +++++++++++++++++++++++++--------------
 1 file changed, 27 insertions(+), 15 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index d5d918585..9570a80ef 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -400,8 +400,6 @@ class FreqtradeBot:
         :param pair: pair for which we want to create a LIMIT_BUY
         :return: None
         """
-        stake_currency = self.config['stake_currency']
-        fiat_currency = self.config.get('fiat_display_currency', None)
         time_in_force = self.strategy.order_time_in_force['buy']
 
         if price:
@@ -458,17 +456,6 @@ class FreqtradeBot:
             amount = order['amount']
             buy_limit_filled_price = order['price']
 
-        self.rpc.send_msg({
-            'type': RPCMessageType.BUY_NOTIFICATION,
-            'exchange': self.exchange.name.capitalize(),
-            'pair': pair,
-            'limit': buy_limit_filled_price,
-            'order_type': order_type,
-            'stake_amount': stake_amount,
-            'stake_currency': stake_currency,
-            'fiat_currency': fiat_currency
-        })
-
         # Fee is applied twice because we make a LIMIT_BUY and LIMIT_SELL
         fee = self.exchange.get_fee(symbol=pair, taker_or_maker='maker')
         trade = Trade(
@@ -486,6 +473,8 @@ class FreqtradeBot:
             ticker_interval=timeframe_to_minutes(self.config['ticker_interval'])
         )
 
+        self._notify_buy(trade, order_type)
+
         # Update fees if order is closed
         if order_status == 'closed':
             self.update_trade_state(trade, order)
@@ -498,6 +487,30 @@ class FreqtradeBot:
 
         return True
 
+    def _notify_buy(self, trade: Trade, order_type: str):
+        """
+        Sends rpc notification when a buy occured.
+        """
+        msg = {
+            'type': RPCMessageType.BUY_NOTIFICATION,
+            'exchange': self.exchange.name.capitalize(),
+            'pair': trade.pair,
+            'limit': trade.open_rate,
+            'order_type': order_type,
+            'stake_amount': trade.stake_amount,
+        }
+
+        if 'stake_currency' in self.config and 'fiat_display_currency' in self.config:
+            stake_currency = self.config['stake_currency']
+            fiat_currency = self.config['fiat_display_currency']
+            msg.update({
+                'stake_currency': stake_currency,
+                'fiat_currency': fiat_currency,
+            })
+
+        # Send the message
+        self.rpc.send_msg(msg)
+
 #
 # SELL / exit positions / close trades logic and methods
 #
@@ -952,10 +965,9 @@ class FreqtradeBot:
             'profit_percent': profit_percent,
             'sell_reason': trade.sell_reason,
             'open_date': trade.open_date,
-            'close_date': trade.close_date or datetime.utcnow()
+            'close_date': trade.close_date or datetime.utcnow(),
         }
 
-        # For regular case, when the configuration exists
         if 'stake_currency' in self.config and 'fiat_display_currency' in self.config:
             stake_currency = self.config['stake_currency']
             fiat_currency = self.config['fiat_display_currency']

From 88efa4065bdcb222091d9594c2cb86a5a8b03461 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Thu, 2 Jan 2020 13:56:16 +0300
Subject: [PATCH 0190/1106] Align the name of a variable to be same for buy and
 sell parts

---
 freqtrade/freqtradebot.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 9570a80ef..5e6ffbfde 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -913,16 +913,16 @@ class FreqtradeBot:
             except InvalidOrderException:
                 logger.exception(f"Could not cancel stoploss order {trade.stoploss_order_id}")
 
-        ordertype = self.strategy.order_types[sell_type]
+        order_type = self.strategy.order_types[sell_type]
         if sell_reason == SellType.EMERGENCY_SELL:
             # Emergencysells (default to market!)
-            ordertype = self.strategy.order_types.get("emergencysell", "market")
+            order_type = self.strategy.order_types.get("emergencysell", "market")
 
         amount = self._safe_sell_amount(trade.pair, trade.amount)
 
         # Execute sell and update trade record
         order = self.exchange.sell(pair=str(trade.pair),
-                                   ordertype=ordertype,
+                                   ordertype=order_type,
                                    amount=amount, rate=limit,
                                    time_in_force=self.strategy.order_time_in_force['sell']
                                    )
@@ -938,7 +938,7 @@ class FreqtradeBot:
         # Lock pair for one candle to prevent immediate rebuys
         self.strategy.lock_pair(trade.pair, timeframe_to_next_date(self.config['ticker_interval']))
 
-        self._notify_sell(trade, ordertype)
+        self._notify_sell(trade, order_type)
 
     def _notify_sell(self, trade: Trade, order_type: str):
         """

From a47a25ca8889667bfec6cd948a2773b471cff87a Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Thu, 2 Jan 2020 14:38:25 +0300
Subject: [PATCH 0191/1106] Refine passing msg params

---
 freqtrade/freqtradebot.py | 15 ++++-----------
 1 file changed, 4 insertions(+), 11 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 5e6ffbfde..c18d9131f 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -498,16 +498,10 @@ class FreqtradeBot:
             'limit': trade.open_rate,
             'order_type': order_type,
             'stake_amount': trade.stake_amount,
+            'stake_currency': self.config['stake_currency'],
+            'fiat_currency': self.config.get('fiat_display_currency', None),
         }
 
-        if 'stake_currency' in self.config and 'fiat_display_currency' in self.config:
-            stake_currency = self.config['stake_currency']
-            fiat_currency = self.config['fiat_display_currency']
-            msg.update({
-                'stake_currency': stake_currency,
-                'fiat_currency': fiat_currency,
-            })
-
         # Send the message
         self.rpc.send_msg(msg)
 
@@ -966,13 +960,12 @@ class FreqtradeBot:
             'sell_reason': trade.sell_reason,
             'open_date': trade.open_date,
             'close_date': trade.close_date or datetime.utcnow(),
+            'stake_currency': self.config['stake_currency'],
         }
 
-        if 'stake_currency' in self.config and 'fiat_display_currency' in self.config:
-            stake_currency = self.config['stake_currency']
+        if 'fiat_display_currency' in self.config:
             fiat_currency = self.config['fiat_display_currency']
             msg.update({
-                'stake_currency': stake_currency,
                 'fiat_currency': fiat_currency,
             })
 

From 64db1f67365b128e8a9d9eb04893cbb5c5a8dd9c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 13:16:18 +0100
Subject: [PATCH 0192/1106] Prepare tests to valiate reduced full amount.

---
 tests/test_freqtradebot.py | 15 ++++++++++-----
 tests/test_integration.py  | 15 +++++++++++----
 2 files changed, 21 insertions(+), 9 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 1c17ce735..dc17ddaaa 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -150,11 +150,14 @@ def test_get_trade_stake_amount_no_stake_amount(default_conf, mocker) -> None:
         freqtrade.get_trade_stake_amount('ETH/BTC')
 
 
-def test_get_trade_stake_amount_unlimited_amount(default_conf, ticker,
-                                                 limit_buy_order, fee, mocker) -> None:
+@pytest.mark.parametrize("balance_ratio,result1,result2", [
+                        (1, 0.005, 0.005),
+                        (0.99, 0.00495, 0.00495),
+                        ])
+def test_get_trade_stake_amount_unlimited_amount(default_conf, ticker, balance_ratio, result1,
+                                                 result2, limit_buy_order, fee, mocker) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
-    patch_wallet(mocker, free=default_conf['stake_amount'])
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         fetch_ticker=ticker,
@@ -164,20 +167,22 @@ def test_get_trade_stake_amount_unlimited_amount(default_conf, ticker,
 
     conf = deepcopy(default_conf)
     conf['stake_amount'] = UNLIMITED_STAKE_AMOUNT
+    conf['dry_run_wallet'] = 0.01
     conf['max_open_trades'] = 2
+    conf['tradable_balance_ratio'] = balance_ratio
 
     freqtrade = FreqtradeBot(conf)
     patch_get_signal(freqtrade)
 
     # no open trades, order amount should be 'balance / max_open_trades'
     result = freqtrade.get_trade_stake_amount('ETH/BTC')
-    assert result == default_conf['stake_amount'] / conf['max_open_trades']
+    assert result == result1
 
     # create one trade, order amount should be 'balance / (max_open_trades - num_open_trades)'
     freqtrade.execute_buy('ETH/BTC', result)
 
     result = freqtrade.get_trade_stake_amount('LTC/BTC')
-    assert result == default_conf['stake_amount'] / (conf['max_open_trades'] - 1)
+    assert result == result2
 
     # create 2 trades, order amount should be None
     freqtrade.execute_buy('LTC/BTC', result)
diff --git a/tests/test_integration.py b/tests/test_integration.py
index 1108969ad..d1be961cf 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -1,10 +1,11 @@
-
 from unittest.mock import MagicMock
 
+import pytest
+
 from freqtrade.persistence import Trade
+from freqtrade.rpc.rpc import RPC
 from freqtrade.strategy.interface import SellCheckTuple, SellType
 from tests.conftest import get_patched_freqtradebot, patch_get_signal
-from freqtrade.rpc.rpc import RPC
 
 
 def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
@@ -112,13 +113,19 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
     assert not trade.is_open
 
 
-def test_forcebuy_last_unlimited(default_conf, ticker, fee, limit_buy_order, mocker) -> None:
+@pytest.mark.parametrize("balance_ratio,result1", [
+                        (1, 200),
+                        (0.99, 198),
+])
+def test_forcebuy_last_unlimited(default_conf, ticker, fee, limit_buy_order, mocker, balance_ratio,
+                                 result1) -> None:
     """
     Tests workflow
     """
     default_conf['max_open_trades'] = 5
     default_conf['forcebuy_enable'] = True
     default_conf['stake_amount'] = 'unlimited'
+    default_conf['tradable_balance_ratio'] = balance_ratio
     default_conf['dry_run_wallet'] = 1000
     default_conf['exchange']['name'] = 'binance'
     default_conf['telegram']['enabled'] = True
@@ -165,7 +172,7 @@ def test_forcebuy_last_unlimited(default_conf, ticker, fee, limit_buy_order, moc
     assert len(trades) == 5
 
     for trade in trades:
-        assert trade.stake_amount == 200
+        assert trade.stake_amount == result1
         # Reset trade open order id's
         trade.open_order_id = None
     trades = Trade.get_open_trades()

From cba156dfff18d634440f1c4d7e46f95475f97f7f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 13:20:57 +0100
Subject: [PATCH 0193/1106] Add offset calculation for relative stake maximum
 limit

---
 freqtrade/freqtradebot.py | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index d5d918585..6a6a14375 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -278,7 +278,15 @@ class FreqtradeBot:
         free_open_trades = self.get_free_open_trades()
         if not free_open_trades:
             return None
-        available_amount = self.wallets.get_free(self.config['stake_currency'])
+
+        val_tied_up = Trade.total_open_trades_stakes()
+
+        # Ensure 1% is used from the overall balance
+        # Otherwise we'd risk lowering stakes with each open trade.
+        # (tied up + current free) * ratio) - tied up
+        available_amount = ((val_tied_up + self.wallets.get_free(self.config['stake_currency'])) *
+                            self.config['tradable_balance_ratio']) - val_tied_up
+
         return available_amount / free_open_trades
 
     def _check_available_stake_amount(self, stake_amount: Optional[float]) -> Optional[float]:

From bfef3cf497425fad61f00382119938ea39357eb4 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 13:37:35 +0100
Subject: [PATCH 0194/1106] Add additional test case for lower balance ratios

---
 tests/test_freqtradebot.py | 11 ++++++-----
 1 file changed, 6 insertions(+), 5 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index dc17ddaaa..9ca54d003 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -150,12 +150,13 @@ def test_get_trade_stake_amount_no_stake_amount(default_conf, mocker) -> None:
         freqtrade.get_trade_stake_amount('ETH/BTC')
 
 
-@pytest.mark.parametrize("balance_ratio,result1,result2", [
-                        (1, 0.005, 0.005),
-                        (0.99, 0.00495, 0.00495),
+@pytest.mark.parametrize("balance_ratio,result1", [
+                        (1, 0.005),
+                        (0.99, 0.00495),
+                        (0.50, 0.0025),
                         ])
 def test_get_trade_stake_amount_unlimited_amount(default_conf, ticker, balance_ratio, result1,
-                                                 result2, limit_buy_order, fee, mocker) -> None:
+                                                 limit_buy_order, fee, mocker) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     mocker.patch.multiple(
@@ -182,7 +183,7 @@ def test_get_trade_stake_amount_unlimited_amount(default_conf, ticker, balance_r
     freqtrade.execute_buy('ETH/BTC', result)
 
     result = freqtrade.get_trade_stake_amount('LTC/BTC')
-    assert result == result2
+    assert result == result1
 
     # create 2 trades, order amount should be None
     freqtrade.execute_buy('LTC/BTC', result)

From 94afb7cb1dff0c8d0d92d785fd9aed5854b17a66 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 13:45:03 +0100
Subject: [PATCH 0195/1106] Improve integration test with a few additional
 tests

---
 tests/test_integration.py | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/tests/test_integration.py b/tests/test_integration.py
index d1be961cf..98bf1862b 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -120,7 +120,10 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
 def test_forcebuy_last_unlimited(default_conf, ticker, fee, limit_buy_order, mocker, balance_ratio,
                                  result1) -> None:
     """
-    Tests workflow
+    Tests workflow unlimited stake-amount
+    Buy 4 trades, forcebuy a 5th trade
+    Sell one trade, calculated stake amount should now be lower than before since
+    one trade was sold at a loss.
     """
     default_conf['max_open_trades'] = 5
     default_conf['forcebuy_enable'] = True
@@ -166,6 +169,8 @@ def test_forcebuy_last_unlimited(default_conf, ticker, fee, limit_buy_order, moc
 
     trades = Trade.query.all()
     assert len(trades) == 4
+    assert freqtrade.get_trade_stake_amount('XRP/BTC') == result1
+
     rpc._rpc_forcebuy('TKN/BTC', None)
 
     trades = Trade.query.all()
@@ -184,6 +189,8 @@ def test_forcebuy_last_unlimited(default_conf, ticker, fee, limit_buy_order, moc
     trades = Trade.get_open_trades()
     # One trade sold
     assert len(trades) == 4
+    # stake-amount should now be reduced, since one trade was sold at a loss.
+    assert freqtrade.get_trade_stake_amount('XRP/BTC') < result1
     # Validate that balance of sold trade is not in dry-run balances anymore.
     bals2 = freqtrade.wallets.get_all_balances()
     assert bals != bals2

From 6e615998c07809a99f1a82598ec07f2d8925c645 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 13:52:35 +0100
Subject: [PATCH 0196/1106] Fix documentation typo

---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 1acd6162c..594b79050 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -148,7 +148,7 @@ To allow the bot to trade all the available `stake_currency` in your account set
 When using `stake_amount="unlimited"`, we recommend to also set `tradable_balance_ratio=0.99` (99%) - to keep a minimum balance for eventual fees.
 This will keep 1% of your account balance "untradable" in your account.
 
-!!! Note:
+!!! Note
     This configuration will allow increasing / decreasing stakes depending on the performance of the bot (lower stake if bot is loosing, higher stakes if the bot has a winning record, since higher balances are available).
 
 In this case a trade amount is calculated as:

From c13c11cfa19050ee430dcd31ba95b951eb32918e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 14:41:28 +0100
Subject: [PATCH 0197/1106] Type does not need to be a list

---
 freqtrade/constants.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index d5ba00cd5..dd3c07e69 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -74,7 +74,7 @@ CONF_SCHEMA = {
             'pattern': UNLIMITED_STAKE_AMOUNT
         },
         'tradable_balance_ratio': {
-            'type': ['number'],
+            'type': 'number',
             'minimum': 0.1,
             'maximum': 1,
             'default': 0.99

From b48bf035f6758bedf5773ec9b1b1ed98ca3477ae Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 14:52:34 +0100
Subject: [PATCH 0198/1106] Add note about MacOS installation

---
 docs/installation.md | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/docs/installation.md b/docs/installation.md
index 27b7a94c5..f7dce8787 100644
--- a/docs/installation.md
+++ b/docs/installation.md
@@ -270,3 +270,19 @@ The easiest way is to download install Microsoft Visual Studio Community [here](
 
 Now you have an environment ready, the next step is
 [Bot Configuration](configuration.md).
+
+
+## Trouble shooting
+
+### MacOS installation error
+
+Newer versions of MacOS may have installation fail with errors like `error: command 'g++' failed with exit status 1`.
+
+This error will require an explicit installation of the SDK Headers, which are not installed by default in this version of MacOS.
+For MacOS 10.14, this can be accomplished with the below command.
+
+``` bash
+open /Library/Developer/CommandLineTools/Packages/macOS_SDK_headers_for_macOS_10.14.pkg
+```
+
+If this file is inexistant, then you're probably on a different version of MacOS, so you may need to consult the internet for specific resolution details.

From 90744ff5abe262ef4d0731d966c5d8ad74ade076 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 19:36:31 +0100
Subject: [PATCH 0199/1106] show percent instead of ratio (!)

---
 freqtrade/plot/plotting.py | 4 ++--
 tests/test_plotting.py     | 1 +
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index db4637ee5..e1989b249 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -120,8 +120,8 @@ def plot_trades(fig, trades: pd.DataFrame) -> make_subplots:
             )
         )
         # Create description for sell summarizing the trade
-        desc = trades.apply(lambda row: f"{round(row['profitperc'], 3)}%, {row['sell_reason']}, "
-                                        f"{row['duration']} min",
+        desc = trades.apply(lambda row: f"{round(row['profitperc'] * 100, 1)}%, "
+                                        f"{row['sell_reason']}, {row['duration']} min",
                             axis=1)
         trade_sells = go.Scatter(
             x=trades["close_time"],
diff --git a/tests/test_plotting.py b/tests/test_plotting.py
index 9934d2493..271246517 100644
--- a/tests/test_plotting.py
+++ b/tests/test_plotting.py
@@ -119,6 +119,7 @@ def test_plot_trades(testdatadir, caplog):
     assert trade_sell.yaxis == 'y'
     assert len(trades) == len(trade_sell.x)
     assert trade_sell.marker.color == 'red'
+    assert trade_sell.text[0] == "4.0%, roi, 15 min"
 
 
 def test_generate_candlestick_graph_no_signals_no_trades(default_conf, mocker, testdatadir, caplog):

From 560aea876efa6aaaec65f7def6c58a9c4613d33a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Jan 2020 20:20:29 +0100
Subject: [PATCH 0200/1106] Remove fiat_currency temporary variable

---
 freqtrade/freqtradebot.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index c18d9131f..373055165 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -964,9 +964,8 @@ class FreqtradeBot:
         }
 
         if 'fiat_display_currency' in self.config:
-            fiat_currency = self.config['fiat_display_currency']
             msg.update({
-                'fiat_currency': fiat_currency,
+                'fiat_currency': self.config['fiat_display_currency'],
             })
 
         # Send the message

From da1fea6582790e99b3cd69688dd6dfb7c3b57e00 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 3 Jan 2020 06:37:36 +0100
Subject: [PATCH 0201/1106] Minor correction to wording of MacOS Specific
 install doc

---
 docs/installation.md | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/docs/installation.md b/docs/installation.md
index f7dce8787..267d91c8d 100644
--- a/docs/installation.md
+++ b/docs/installation.md
@@ -271,14 +271,13 @@ The easiest way is to download install Microsoft Visual Studio Community [here](
 Now you have an environment ready, the next step is
 [Bot Configuration](configuration.md).
 
-
-## Trouble shooting
+## Troubleshooting
 
 ### MacOS installation error
 
-Newer versions of MacOS may have installation fail with errors like `error: command 'g++' failed with exit status 1`.
+Newer versions of MacOS may have installation failed with errors like `error: command 'g++' failed with exit status 1`.
 
-This error will require an explicit installation of the SDK Headers, which are not installed by default in this version of MacOS.
+This error will require explicit installation of the SDK Headers, which are not installed by default in this version of MacOS.
 For MacOS 10.14, this can be accomplished with the below command.
 
 ``` bash

From 11059e532bf444c42daca77e31405d9e9b44f9a6 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 3 Jan 2020 06:39:47 +0100
Subject: [PATCH 0202/1106] Fix missed default minimum in documentation

---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 594b79050..2f7ef9f29 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -43,7 +43,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `max_open_trades` | **Required.** Number of trades open your bot will have. If -1 then it is ignored (i.e. potentially unlimited open trades).<br> ***Datatype:*** *Positive integer or -1.*
 | `stake_currency` | **Required.** Crypto-currency used for trading. [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
 | `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#understand-stake_amount). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Positive float or `"unlimited"`.*
-| `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. Only applies when `stake_amount="unlimited"`. [More information below](#understand-stake_amount). <br>*Defaults to `0.99` 99%).*<br> ***Datatype:*** *Positive float between `0.0` and `1.0`.*
+| `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. Only applies when `stake_amount="unlimited"`. [More information below](#understand-stake_amount). <br>*Defaults to `0.99` 99%).*<br> ***Datatype:*** *Positive float between `0.1` and `1.0`.*
 | `amount_reserve_percent` | Reserve some amount in min pair stake amount. The bot will reserve `amount_reserve_percent` + stoploss value when calculating min pair stake amount in order to avoid possible trade refusals. <br>*Defaults to `0.05` (5%).* <br> ***Datatype:*** *Positive Float as ratio.*
 | `ticker_interval` | The ticker interval to use (e.g `1m`, `5m`, `15m`, `30m`, `1h` ...). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
 | `fiat_display_currency` | Fiat currency used to show your profits. [More information below](#what-values-can-be-used-for-fiat_display_currency). <br> ***Datatype:*** *String*

From a8d56b28503f62cae1f729cf27955fc98b7b6f39 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 3 Jan 2020 07:07:59 +0100
Subject: [PATCH 0203/1106] IMplement check for unlimited settings

verifying that either max_open_trades or stake_amount is set for
operations without edge
---
 freqtrade/configuration/config_validation.py | 12 ++++++++++++
 tests/test_configuration.py                  |  8 ++++++++
 2 files changed, 20 insertions(+)

diff --git a/freqtrade/configuration/config_validation.py b/freqtrade/configuration/config_validation.py
index 43eead46a..02dee2afe 100644
--- a/freqtrade/configuration/config_validation.py
+++ b/freqtrade/configuration/config_validation.py
@@ -67,12 +67,24 @@ def validate_config_consistency(conf: Dict[str, Any]) -> None:
     _validate_trailing_stoploss(conf)
     _validate_edge(conf)
     _validate_whitelist(conf)
+    _validate_unlimited_amount(conf)
 
     # validate configuration before returning
     logger.info('Validating configuration ...')
     validate_config_schema(conf)
 
 
+def _validate_unlimited_amount(conf: Dict[str, Any]) -> None:
+    """
+    If edge is disabled, either max_open_trades or stake_amount need to be set.
+    :raise: OperationalException if config validation failed
+    """
+    if (not conf.get('edge', {}).get('enabled')
+       and conf.get('max_open_trades') == float('inf')
+       and conf.get('stake_amount') == constants.UNLIMITED_STAKE_AMOUNT):
+        raise OperationalException("`max_open_trades` and `stake_amount` cannot both be unlimited.")
+
+
 def _validate_trailing_stoploss(conf: Dict[str, Any]) -> None:
 
     if conf.get('stoploss') == 0.0:
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index ee3d23131..6c0035395 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -722,6 +722,14 @@ def test_validate_default_conf(default_conf) -> None:
     validate_config_schema(default_conf)
 
 
+def test_validate_max_open_trades(default_conf):
+    default_conf['max_open_trades'] = float('inf')
+    default_conf['stake_amount'] = 'unlimited'
+    with pytest.raises(OperationalException, match='`max_open_trades` and `stake_amount` '
+                                                   'cannot both be unlimited.'):
+        validate_config_consistency(default_conf)
+
+
 def test_validate_tsl(default_conf):
     default_conf['stoploss'] = 0.0
     with pytest.raises(OperationalException, match='The config stoploss needs to be different '

From 4ac1ac7ef5c227eee989219e420fe46163f95622 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 3 Jan 2020 09:56:06 +0100
Subject: [PATCH 0204/1106] Warn about tradable balance being applied to the
 current amount of the balance

---
 docs/configuration.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/docs/configuration.md b/docs/configuration.md
index 2f7ef9f29..4448f4548 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -157,6 +157,9 @@ In this case a trade amount is calculated as:
 currency_balance / (max_open_trades - current_open_trades)
 ```
 
+!!! Warning
+    `tradable_balance_ratio` applies to the current balance (free balance + tied up in trades). Therefore, assuming a starting balance of 1000, a configuration of `tradable_balance_ratio=0.99` will not guarantee that 10 units will always remain available on the exchange. The free amount may reduce to 5 units if the total balance is reduce to 500 (either by a losing streak, or by withdrawing balance).
+
 !!! Note "When using Dry-Run Mode"
     When using `"stake_amount" : "unlimited",` in combination with Dry-Run, the balance will be simulated starting with a stake of `dry_run_wallet` which will evolve over time. It is therefore important to set `dry_run_wallet` to a sensible value (like 0.05 or 0.01 for BTC and 1000 or 100 for USDT, for example), otherwise it may simulate trades with 100 BTC (or more) or 0.05 USDT (or less) at once - which may not correspond to your real available balance or is less than the exchange minimal limit for the order amount for the stake currency.
 

From 3c7981160c3407e8a5c0c5a8d02b5ec2d362d61d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 3 Jan 2020 10:14:23 +0100
Subject: [PATCH 0205/1106] Extract `get_available_stake_amount`

---
 freqtrade/freqtradebot.py | 24 +++++++++++++++++-------
 1 file changed, 17 insertions(+), 7 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 6a6a14375..bdba74215 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -270,6 +270,22 @@ class FreqtradeBot:
 
         return self._check_available_stake_amount(stake_amount)
 
+    def _get_available_stake_amount(self) -> float:
+        """
+        Return the total currently available balance in stake currency,
+        respecting tradable_balance_ratio.
+        Calculated as
+        <open_trade stakes> + free amount ) * tradable_balance_ratio - <open_trade stakes>
+        """
+        val_tied_up = Trade.total_open_trades_stakes()
+
+        # Ensure <tradable_balance_ratio>% is used from the overall balance
+        # Otherwise we'd risk lowering stakes with each open trade.
+        # (tied up + current free) * ratio) - tied up
+        available_amount = ((val_tied_up + self.wallets.get_free(self.config['stake_currency'])) *
+                            self.config['tradable_balance_ratio']) - val_tied_up
+        return available_amount
+
     def _calculate_unlimited_stake_amount(self) -> Optional[float]:
         """
         Calculate stake amount for "unlimited" stake amount
@@ -279,13 +295,7 @@ class FreqtradeBot:
         if not free_open_trades:
             return None
 
-        val_tied_up = Trade.total_open_trades_stakes()
-
-        # Ensure 1% is used from the overall balance
-        # Otherwise we'd risk lowering stakes with each open trade.
-        # (tied up + current free) * ratio) - tied up
-        available_amount = ((val_tied_up + self.wallets.get_free(self.config['stake_currency'])) *
-                            self.config['tradable_balance_ratio']) - val_tied_up
+        available_amount = self._get_available_stake_amount()
 
         return available_amount / free_open_trades
 

From 455838648da4dab24c1d5193764c880542faf406 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 3 Jan 2020 10:41:10 +0100
Subject: [PATCH 0206/1106] Apply get_available_balance logic to regular
 trades, too

---
 freqtrade/freqtradebot.py  | 2 +-
 tests/test_freqtradebot.py | 3 ++-
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index bdba74215..aa47adfd4 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -305,7 +305,7 @@ class FreqtradeBot:
         for the stake currency
         :return: float: Stake amount
         """
-        available_amount = self.wallets.get_free(self.config['stake_currency'])
+        available_amount = self._get_available_stake_amount()
 
         if stake_amount is not None and available_amount < stake_amount:
             raise DependencyException(
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 9ca54d003..a2e6789ef 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -3628,6 +3628,7 @@ def test_sync_wallet_dry_run(mocker, default_conf, ticker, fee, limit_buy_order,
     # Initialize to 2 times stake amount
     default_conf['dry_run_wallet'] = 0.002
     default_conf['max_open_trades'] = 2
+    default_conf['tradable_balance_ratio'] = 1.0
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
@@ -3649,5 +3650,5 @@ def test_sync_wallet_dry_run(mocker, default_conf, ticker, fee, limit_buy_order,
     n = bot.enter_positions()
     assert n == 0
     assert log_has_re(r"Unable to create trade for XRP/BTC: "
-                      r"Available balance \(0 BTC\) is lower than stake amount \(0.001 BTC\)",
+                      r"Available balance \(0.0 BTC\) is lower than stake amount \(0.001 BTC\)",
                       caplog)

From 6d01653bfec14900cd75fb0938a8c196f9ff8e20 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 3 Jan 2020 10:41:34 +0100
Subject: [PATCH 0207/1106] Adapt test to test more cases with reduced
 tradable_balance

---
 tests/test_freqtradebot.py | 15 ++++++++++-----
 1 file changed, 10 insertions(+), 5 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index a2e6789ef..c8b627ca4 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -641,11 +641,15 @@ def test_create_trade_no_signal(default_conf, fee, mocker) -> None:
 
 
 @pytest.mark.parametrize("max_open", range(0, 5))
-def test_create_trades_multiple_trades(default_conf, ticker,
-                                       fee, mocker, max_open) -> None:
+@pytest.mark.parametrize("tradable_balance_ratio,modifier", [(1.0, 1), (0.99, 0.8), (0.5, 0.5)])
+def test_create_trades_multiple_trades(default_conf, ticker, fee, mocker,
+                                       max_open, tradable_balance_ratio, modifier) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     default_conf['max_open_trades'] = max_open
+    default_conf['tradable_balance_ratio'] = tradable_balance_ratio
+    default_conf['dry_run_wallet'] = 0.001 * max_open
+
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         fetch_ticker=ticker,
@@ -656,10 +660,11 @@ def test_create_trades_multiple_trades(default_conf, ticker,
     patch_get_signal(freqtrade)
 
     n = freqtrade.enter_positions()
-    assert n == max_open
-
     trades = Trade.get_open_trades()
-    assert len(trades) == max_open
+    # Expected trades should be max_open * a modified value
+    # depending on the configured tradable_balance
+    assert n == max(int(max_open * modifier), 0)
+    assert len(trades) == max(int(max_open * modifier), 0)
 
 
 def test_create_trades_preopen(default_conf, ticker, fee, mocker) -> None:

From f3beaa3374eae8300b5f845cb68dca4e16b1f9a8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 3 Jan 2020 10:58:31 +0100
Subject: [PATCH 0208/1106] Deprecate capital_available_percentage

---
 config.json.example                            |  1 -
 config_binance.json.example                    |  1 -
 config_full.json.example                       |  1 -
 config_kraken.json.example                     |  1 -
 docs/configuration.md                          |  2 +-
 docs/edge.md                                   |  2 +-
 freqtrade/configuration/deprecated_settings.py | 10 ++++++++++
 freqtrade/constants.py                         |  2 +-
 freqtrade/edge/__init__.py                     |  4 +++-
 tests/conftest.py                              |  2 +-
 tests/test_configuration.py                    | 10 ++++++++++
 11 files changed, 27 insertions(+), 9 deletions(-)

diff --git a/config.json.example b/config.json.example
index a2add358f..d46582d2b 100644
--- a/config.json.example
+++ b/config.json.example
@@ -59,7 +59,6 @@
         "enabled": false,
         "process_throttle_secs": 3600,
         "calculate_since_number_of_days": 7,
-        "capital_available_percentage": 0.5,
         "allowed_risk": 0.01,
         "stoploss_range_min": -0.01,
         "stoploss_range_max": -0.1,
diff --git a/config_binance.json.example b/config_binance.json.example
index 8dc6f5c3a..11c309053 100644
--- a/config_binance.json.example
+++ b/config_binance.json.example
@@ -64,7 +64,6 @@
         "enabled": false,
         "process_throttle_secs": 3600,
         "calculate_since_number_of_days": 7,
-        "capital_available_percentage": 0.5,
         "allowed_risk": 0.01,
         "stoploss_range_min": -0.01,
         "stoploss_range_max": -0.1,
diff --git a/config_full.json.example b/config_full.json.example
index 4e692d371..981fc5209 100644
--- a/config_full.json.example
+++ b/config_full.json.example
@@ -97,7 +97,6 @@
         "enabled": false,
         "process_throttle_secs": 3600,
         "calculate_since_number_of_days": 7,
-        "capital_available_percentage": 0.5,
         "allowed_risk": 0.01,
         "stoploss_range_min": -0.01,
         "stoploss_range_max": -0.1,
diff --git a/config_kraken.json.example b/config_kraken.json.example
index 401ee7c9f..3cac29cef 100644
--- a/config_kraken.json.example
+++ b/config_kraken.json.example
@@ -70,7 +70,6 @@
         "enabled": false,
         "process_throttle_secs": 3600,
         "calculate_since_number_of_days": 7,
-        "capital_available_percentage": 0.5,
         "allowed_risk": 0.01,
         "stoploss_range_min": -0.01,
         "stoploss_range_max": -0.1,
diff --git a/docs/configuration.md b/docs/configuration.md
index 4448f4548..d0450f5c9 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -43,7 +43,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `max_open_trades` | **Required.** Number of trades open your bot will have. If -1 then it is ignored (i.e. potentially unlimited open trades).<br> ***Datatype:*** *Positive integer or -1.*
 | `stake_currency` | **Required.** Crypto-currency used for trading. [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
 | `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#understand-stake_amount). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Positive float or `"unlimited"`.*
-| `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. Only applies when `stake_amount="unlimited"`. [More information below](#understand-stake_amount). <br>*Defaults to `0.99` 99%).*<br> ***Datatype:*** *Positive float between `0.1` and `1.0`.*
+| `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. [More information below](#understand-stake_amount). <br>*Defaults to `0.99` 99%).*<br> ***Datatype:*** *Positive float between `0.1` and `1.0`.*
 | `amount_reserve_percent` | Reserve some amount in min pair stake amount. The bot will reserve `amount_reserve_percent` + stoploss value when calculating min pair stake amount in order to avoid possible trade refusals. <br>*Defaults to `0.05` (5%).* <br> ***Datatype:*** *Positive Float as ratio.*
 | `ticker_interval` | The ticker interval to use (e.g `1m`, `5m`, `15m`, `30m`, `1h` ...). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
 | `fiat_display_currency` | Fiat currency used to show your profits. [More information below](#what-values-can-be-used-for-fiat_display_currency). <br> ***Datatype:*** *String*
diff --git a/docs/edge.md b/docs/edge.md
index e7909594e..95f3de42e 100644
--- a/docs/edge.md
+++ b/docs/edge.md
@@ -148,7 +148,7 @@ Edge module has following configuration options:
 | `enabled` | If true, then Edge will run periodically. <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
 | `process_throttle_secs` | How often should Edge run in seconds. <br>*Defaults to `3600` (once per hour).* <br> ***Datatype:*** *Integer*
 | `calculate_since_number_of_days` | Number of days of data against which Edge calculates Win Rate, Risk Reward and Expectancy. <br> **Note** that it downloads historical data so increasing this number would lead to slowing down the bot. <br>*Defaults to `7`.* <br> ***Datatype:*** *Integer*
-| `capital_available_percentage` | This is the percentage of the total capital on exchange in stake currency. <br>As an example if you have 10 ETH available in your wallet on the exchange and this value is 0.5 (which is 50%), then the bot will use a maximum amount of 5 ETH for trading and considers it as available capital. <br>*Defaults to `0.5`.* <br> ***Datatype:*** *Float*
+| `capital_available_percentage` | **DEPRECATED - replaced with `tradable_balance_ratio`** This is the percentage of the total capital on exchange in stake currency. <br>As an example if you have 10 ETH available in your wallet on the exchange and this value is 0.5 (which is 50%), then the bot will use a maximum amount of 5 ETH for trading and considers it as available capital. <br>*Defaults to `0.5`.* <br> ***Datatype:*** *Float*
 | `allowed_risk` | Ratio of allowed risk per trade. <br>*Defaults to `0.01` (1%)).* <br> ***Datatype:*** *Float*
 | `stoploss_range_min` | Minimum stoploss. <br>*Defaults to `-0.01`.* <br> ***Datatype:*** *Float*
 | `stoploss_range_max` | Maximum stoploss. <br>*Defaults to `-0.10`.* <br> ***Datatype:*** *Float*
diff --git a/freqtrade/configuration/deprecated_settings.py b/freqtrade/configuration/deprecated_settings.py
index 260aae419..a104bf6e3 100644
--- a/freqtrade/configuration/deprecated_settings.py
+++ b/freqtrade/configuration/deprecated_settings.py
@@ -80,3 +80,13 @@ def process_temporary_deprecated_settings(config: Dict[str, Any]) -> None:
             f"Using precision_filter setting is deprecated and has been replaced by"
             "PrecisionFilter. Please refer to the docs on configuration details")
         config['pairlists'].append({'method': 'PrecisionFilter'})
+
+    if (config.get('edge', {}.get('enabled', False))
+       and config.get('edge', {}).get('capital_available_percentage')):
+        logger.warning(
+            "DEPRECATED: "
+            "Using 'edge.capital_available_percentage' has been deprecated in favor of "
+            "'tradable_balance_ratio'. Please migrate your configuration to "
+            "'tradable_balance_ratio' and remove 'capital_available_percentage' "
+            "from the edge configuration."
+        )
diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index dd3c07e69..7dd75c438 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -272,7 +272,7 @@ CONF_SCHEMA = {
                 'max_trade_duration_minute': {'type': 'integer'},
                 'remove_pumps': {'type': 'boolean'}
             },
-            'required': ['process_throttle_secs', 'allowed_risk', 'capital_available_percentage']
+            'required': ['process_throttle_secs', 'allowed_risk']
         }
     },
     'required': [
diff --git a/freqtrade/edge/__init__.py b/freqtrade/edge/__init__.py
index 19d65d9d7..15883357b 100644
--- a/freqtrade/edge/__init__.py
+++ b/freqtrade/edge/__init__.py
@@ -57,7 +57,9 @@ class Edge:
         if self.config['stake_amount'] != constants.UNLIMITED_STAKE_AMOUNT:
             raise OperationalException('Edge works only with unlimited stake amount')
 
-        self._capital_percentage: float = self.edge_config.get('capital_available_percentage')
+        # Deprecated capital_available_percentage. Will use tradable_balance_ratio in the future.
+        self._capital_percentage: float = self.edge_config.get(
+            'capital_available_percentage', self.config['tradable_balance_ratio'])
         self._allowed_risk: float = self.edge_config.get('allowed_risk')
         self._since_number_of_days: int = self.edge_config.get('calculate_since_number_of_days', 14)
         self._last_updated: int = 0  # Timestamp of pairs last updated time
diff --git a/tests/conftest.py b/tests/conftest.py
index 501f89fff..7bb4cf4c9 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1317,12 +1317,12 @@ def buy_order_fee():
 def edge_conf(default_conf):
     conf = deepcopy(default_conf)
     conf['max_open_trades'] = -1
+    conf['tradable_balance_ratio'] = 0.5
     conf['stake_amount'] = constants.UNLIMITED_STAKE_AMOUNT
     conf['edge'] = {
         "enabled": True,
         "process_throttle_secs": 1800,
         "calculate_since_number_of_days": 14,
-        "capital_available_percentage": 0.5,
         "allowed_risk": 0.01,
         "stoploss_range_min": -0.01,
         "stoploss_range_max": -0.1,
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index 6c0035395..3e7b51c0e 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -1036,6 +1036,16 @@ def test_process_deprecated_setting_pairlists(mocker, default_conf, caplog):
     assert log_has_re(r'DEPRECATED.*in pairlist is deprecated and must be moved*', caplog)
 
 
+def test_process_deprecated_setting_edge(mocker, edge_conf, caplog):
+    patched_configuration_load_config_file(mocker, edge_conf)
+    edge_conf.update({'edge': {
+        'capital_available_percentage': 0.5,
+    }})
+
+    process_temporary_deprecated_settings(edge_conf)
+    assert log_has_re(r"DEPRECATED.*Using 'edge.capital_available_percentage'*", caplog)
+
+
 def test_check_conflicting_settings(mocker, default_conf, caplog):
     patched_configuration_load_config_file(mocker, default_conf)
 

From 0dd274917f820e6fc4892503ea7b09a4f5f42b7d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 3 Jan 2020 11:16:59 +0100
Subject: [PATCH 0209/1106] Update documentation regarding configuration of
 stake_amount

---
 docs/configuration.md | 56 +++++++++++++++++++++++++++++--------------
 1 file changed, 38 insertions(+), 18 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index d0450f5c9..e9756e8ac 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -40,10 +40,10 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 
 |  Parameter | Description |
 |------------|-------------|
-| `max_open_trades` | **Required.** Number of trades open your bot will have. If -1 then it is ignored (i.e. potentially unlimited open trades).<br> ***Datatype:*** *Positive integer or -1.*
+| `max_open_trades` | **Required.** Number of trades open your bot will have. If -1 then it is ignored (i.e. potentially unlimited open trades). [More information below](#configuring-amount-per-trade).<br> ***Datatype:*** *Positive integer or -1.*
 | `stake_currency` | **Required.** Crypto-currency used for trading. [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
-| `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#understand-stake_amount). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Positive float or `"unlimited"`.*
-| `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. [More information below](#understand-stake_amount). <br>*Defaults to `0.99` 99%).*<br> ***Datatype:*** *Positive float between `0.1` and `1.0`.*
+| `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#configuring-amount-per-trade). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Positive float or `"unlimited"`.*
+| `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.99` 99%).*<br> ***Datatype:*** *Positive float between `0.1` and `1.0`.*
 | `amount_reserve_percent` | Reserve some amount in min pair stake amount. The bot will reserve `amount_reserve_percent` + stoploss value when calculating min pair stake amount in order to avoid possible trade refusals. <br>*Defaults to `0.05` (5%).* <br> ***Datatype:*** *Positive Float as ratio.*
 | `ticker_interval` | The ticker interval to use (e.g `1m`, `5m`, `15m`, `30m`, `1h` ...). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
 | `fiat_display_currency` | Fiat currency used to show your profits. [More information below](#what-values-can-be-used-for-fiat_display_currency). <br> ***Datatype:*** *String*
@@ -130,26 +130,39 @@ Values set in the configuration file always overwrite values set in the strategy
 * `sell_profit_only` (ask_strategy)
 * `ignore_roi_if_buy_signal` (ask_strategy)
 
-### Understand stake_amount
+### Configuring amount per trade
 
-The `stake_amount` configuration parameter is an amount of crypto-currency your bot will use for each trade.
+There are several methods to configure how much of the stake currency the bot will use to enter a trade. All methods respect the [available balance configuration](#available-balance) as explained below.
 
-The minimal configuration value is 0.0001. Please check your exchange's trading minimums to avoid problems.
+#### Available balance
+
+By default, the bot assumes that the `complete amount - 1%` is at it's disposal, and when using [dynamic stake amount](#dynamic-stake-amount), it will split the complete balance into `max_open_trades` buckets per trade.
+Freqtrade will reserve 1% for eventual fees when entering a trade and will therefore not touch that by default.
+
+You can configure the "untouched" amount by using the `tradable_balance_ratio` setting.
+
+For example, if you have 10 ETH available in your wallet on the exchange and `tradable_balance_ratio=0.5` (which is 50%), then the bot will use a maximum amount of 5 ETH for trading and considers this as available balance.
+
+!!! Warning
+    `tradable_balance_ratio` applies to the current balance (free balance + tied up in trades). Therefore, assuming a starting balance of 1000, a configuration of `tradable_balance_ratio=0.99` will not guarantee that 10 units will always remain available on the exchange. The free amount may reduce to 5 units if the total balance is reduce to 500 (either by a losing streak, or by withdrawing balance).
+
+#### Static Stake amount
+
+The `stake_amount` configuration statically configures the amount of stake-currency your bot will use for each trade.
+
+The minimal configuration value is 0.0001, however, please check your exchange's trading minimums for the stake currency you're using to avoid problems.
 
 This setting works in combination with `max_open_trades`. The maximum capital engaged in trades is `stake_amount * max_open_trades`.
 For example, the bot will at most use (0.05 BTC x 3) = 0.15 BTC, assuming a configuration of `max_open_trades=3` and `stake_amount=0.05`.
 
-To allow the bot to trade all the available `stake_currency` in your account set
-
-```json
-"stake_amount" : "unlimited",
-```
-
-When using `stake_amount="unlimited"`, we recommend to also set `tradable_balance_ratio=0.99` (99%) - to keep a minimum balance for eventual fees.
-This will keep 1% of your account balance "untradable" in your account.
-
 !!! Note
-    This configuration will allow increasing / decreasing stakes depending on the performance of the bot (lower stake if bot is loosing, higher stakes if the bot has a winning record, since higher balances are available).
+    This setting respects the [available balance configuration](#available-balance).
+
+#### Dynamic stake amount
+
+Alternatively, you can use a dynamic stake amount, which will use the available balance on the exchange, and divide that equally by the amount of allowed trades (`max_open_trades`).
+
+To configure this, set `stake_amount="unlimited"`. We also recommend to set `tradable_balance_ratio=0.99` (99%) - to keep a minimum balance for eventual fees.
 
 In this case a trade amount is calculated as:
 
@@ -157,8 +170,15 @@ In this case a trade amount is calculated as:
 currency_balance / (max_open_trades - current_open_trades)
 ```
 
-!!! Warning
-    `tradable_balance_ratio` applies to the current balance (free balance + tied up in trades). Therefore, assuming a starting balance of 1000, a configuration of `tradable_balance_ratio=0.99` will not guarantee that 10 units will always remain available on the exchange. The free amount may reduce to 5 units if the total balance is reduce to 500 (either by a losing streak, or by withdrawing balance).
+To allow the bot to trade all the available `stake_currency` in your account (minus `tradable_balance_ratio`) set
+
+```json
+"stake_amount" : "unlimited",
+"tradable_balance_ratio": 0.99,
+```
+
+!!! Note
+    This configuration will allow increasing / decreasing stakes depending on the performance of the bot (lower stake if bot is loosing, higher stakes if the bot has a winning record, since higher balances are available).
 
 !!! Note "When using Dry-Run Mode"
     When using `"stake_amount" : "unlimited",` in combination with Dry-Run, the balance will be simulated starting with a stake of `dry_run_wallet` which will evolve over time. It is therefore important to set `dry_run_wallet` to a sensible value (like 0.05 or 0.01 for BTC and 1000 or 100 for USDT, for example), otherwise it may simulate trades with 100 BTC (or more) or 0.05 USDT (or less) at once - which may not correspond to your real available balance or is less than the exchange minimal limit for the order amount for the stake currency.

From 55041878ae7da0758a8e58d2c1add3139e54fcbb Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 3 Jan 2020 11:20:08 +0100
Subject: [PATCH 0210/1106] Update Backtesting fee documentation

---
 docs/backtesting.md | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/docs/backtesting.md b/docs/backtesting.md
index ac7c8e11a..c2359b370 100644
--- a/docs/backtesting.md
+++ b/docs/backtesting.md
@@ -79,12 +79,14 @@ Please also read about the [strategy startup period](strategy-customization.md#s
 
 Sometimes your account has certain fee rebates (fee reductions starting with a certain account size or monthly volume), which are not visible to ccxt.
 To account for this in backtesting, you can use `--fee 0.001` to supply this value to backtesting.
-This fee must be a percentage, and will be applied twice (once for trade entry, and once for trade exit).
+This fee must be a ratio, and will be applied twice (once for trade entry, and once for trade exit).
 
 ```bash
 freqtrade backtesting --fee 0.001
 ```
 
+!!! Note
+    Only supply this parameter if you want to experiment with different fee values. By default, Backtesting fetches the exchange's default fee from the exchange.
 
 #### Running backtest with smaller testset by using timerange
 

From 71dd0386640e675771881395e19163ce1131df41 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 3 Jan 2020 11:23:06 +0100
Subject: [PATCH 0211/1106] add tradable_balance_ratio to to all config samples

---
 config.json.example         | 1 +
 config_binance.json.example | 1 +
 config_kraken.json.example  | 1 +
 3 files changed, 3 insertions(+)

diff --git a/config.json.example b/config.json.example
index d46582d2b..8b85e71eb 100644
--- a/config.json.example
+++ b/config.json.example
@@ -2,6 +2,7 @@
     "max_open_trades": 3,
     "stake_currency": "BTC",
     "stake_amount": 0.05,
+    "tradable_balance_ratio": 0.99,
     "fiat_display_currency": "USD",
     "ticker_interval" : "5m",
     "dry_run": false,
diff --git a/config_binance.json.example b/config_binance.json.example
index 11c309053..0521a3a35 100644
--- a/config_binance.json.example
+++ b/config_binance.json.example
@@ -2,6 +2,7 @@
     "max_open_trades": 3,
     "stake_currency": "BTC",
     "stake_amount": 0.05,
+    "tradable_balance_ratio": 0.99,
     "fiat_display_currency": "USD",
     "ticker_interval" : "5m",
     "dry_run": true,
diff --git a/config_kraken.json.example b/config_kraken.json.example
index 3cac29cef..a527b569d 100644
--- a/config_kraken.json.example
+++ b/config_kraken.json.example
@@ -2,6 +2,7 @@
     "max_open_trades": 5,
     "stake_currency": "EUR",
     "stake_amount": 10,
+    "tradable_balance_ratio": 0.99,
     "fiat_display_currency": "EUR",
     "ticker_interval" : "5m",
     "dry_run": true,

From 7e7c82cf4a80cd7d70a3a0317cf7158cefd9c6f5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 3 Jan 2020 11:34:17 +0100
Subject: [PATCH 0212/1106] Small adjustments to relative_stake PR

---
 docs/configuration.md                          | 2 +-
 docs/edge.md                                   | 2 +-
 freqtrade/configuration/deprecated_settings.py | 4 ++--
 tests/test_configuration.py                    | 1 +
 4 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index e9756e8ac..3b8760366 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -146,7 +146,7 @@ For example, if you have 10 ETH available in your wallet on the exchange and `tr
 !!! Warning
     `tradable_balance_ratio` applies to the current balance (free balance + tied up in trades). Therefore, assuming a starting balance of 1000, a configuration of `tradable_balance_ratio=0.99` will not guarantee that 10 units will always remain available on the exchange. The free amount may reduce to 5 units if the total balance is reduce to 500 (either by a losing streak, or by withdrawing balance).
 
-#### Static Stake amount
+#### Static stake amount
 
 The `stake_amount` configuration statically configures the amount of stake-currency your bot will use for each trade.
 
diff --git a/docs/edge.md b/docs/edge.md
index 95f3de42e..dcefe7451 100644
--- a/docs/edge.md
+++ b/docs/edge.md
@@ -148,7 +148,7 @@ Edge module has following configuration options:
 | `enabled` | If true, then Edge will run periodically. <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
 | `process_throttle_secs` | How often should Edge run in seconds. <br>*Defaults to `3600` (once per hour).* <br> ***Datatype:*** *Integer*
 | `calculate_since_number_of_days` | Number of days of data against which Edge calculates Win Rate, Risk Reward and Expectancy. <br> **Note** that it downloads historical data so increasing this number would lead to slowing down the bot. <br>*Defaults to `7`.* <br> ***Datatype:*** *Integer*
-| `capital_available_percentage` | **DEPRECATED - replaced with `tradable_balance_ratio`** This is the percentage of the total capital on exchange in stake currency. <br>As an example if you have 10 ETH available in your wallet on the exchange and this value is 0.5 (which is 50%), then the bot will use a maximum amount of 5 ETH for trading and considers it as available capital. <br>*Defaults to `0.5`.* <br> ***Datatype:*** *Float*
+| `capital_available_percentage` | **DEPRECATED - [replaced with `tradable_balance_ratio`](configuration.md#Available balance)** This is the percentage of the total capital on exchange in stake currency. <br>As an example if you have 10 ETH available in your wallet on the exchange and this value is 0.5 (which is 50%), then the bot will use a maximum amount of 5 ETH for trading and considers it as available capital. <br>*Defaults to `0.5`.* <br> ***Datatype:*** *Float*
 | `allowed_risk` | Ratio of allowed risk per trade. <br>*Defaults to `0.01` (1%)).* <br> ***Datatype:*** *Float*
 | `stoploss_range_min` | Minimum stoploss. <br>*Defaults to `-0.01`.* <br> ***Datatype:*** *Float*
 | `stoploss_range_max` | Maximum stoploss. <br>*Defaults to `-0.10`.* <br> ***Datatype:*** *Float*
diff --git a/freqtrade/configuration/deprecated_settings.py b/freqtrade/configuration/deprecated_settings.py
index a104bf6e3..78d8218d4 100644
--- a/freqtrade/configuration/deprecated_settings.py
+++ b/freqtrade/configuration/deprecated_settings.py
@@ -81,8 +81,8 @@ def process_temporary_deprecated_settings(config: Dict[str, Any]) -> None:
             "PrecisionFilter. Please refer to the docs on configuration details")
         config['pairlists'].append({'method': 'PrecisionFilter'})
 
-    if (config.get('edge', {}.get('enabled', False))
-       and config.get('edge', {}).get('capital_available_percentage')):
+    if (config.get('edge', {}).get('enabled', False)
+       and 'capital_available_percentage' in config.get('edge', {})):
         logger.warning(
             "DEPRECATED: "
             "Using 'edge.capital_available_percentage' has been deprecated in favor of "
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index 3e7b51c0e..a489875d9 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -1039,6 +1039,7 @@ def test_process_deprecated_setting_pairlists(mocker, default_conf, caplog):
 def test_process_deprecated_setting_edge(mocker, edge_conf, caplog):
     patched_configuration_load_config_file(mocker, edge_conf)
     edge_conf.update({'edge': {
+        'enabled': True,
         'capital_available_percentage': 0.5,
     }})
 

From e1f89e3ad34187caf0385a841f13ec1c710fbd17 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 3 Jan 2020 20:11:58 +0100
Subject: [PATCH 0213/1106] Reword Note in backtesting fee docs

---
 docs/backtesting.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/backtesting.md b/docs/backtesting.md
index c2359b370..45759e2aa 100644
--- a/docs/backtesting.md
+++ b/docs/backtesting.md
@@ -86,7 +86,7 @@ freqtrade backtesting --fee 0.001
 ```
 
 !!! Note
-    Only supply this parameter if you want to experiment with different fee values. By default, Backtesting fetches the exchange's default fee from the exchange.
+    Only supply this option (or the corresponding configuration parameter) if you want to experiment with different fee values. By default, Backtesting fetches the default fee from the exchange pair/market info.
 
 #### Running backtest with smaller testset by using timerange
 

From 24aa596e3c956df3e3b8967e0334246574f8e434 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Sat, 4 Jan 2020 01:08:37 +0300
Subject: [PATCH 0214/1106] Minor: Refine fee example in the docs

Taken from https://github.com/freqtrade/freqtrade/issues/2738#issuecomment-570687230. slightly reworded.
---
 docs/backtesting.md | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/docs/backtesting.md b/docs/backtesting.md
index 45759e2aa..41428085d 100644
--- a/docs/backtesting.md
+++ b/docs/backtesting.md
@@ -78,9 +78,11 @@ Please also read about the [strategy startup period](strategy-customization.md#s
 #### Supplying custom fee value
 
 Sometimes your account has certain fee rebates (fee reductions starting with a certain account size or monthly volume), which are not visible to ccxt.
-To account for this in backtesting, you can use `--fee 0.001` to supply this value to backtesting.
+To account for this in backtesting, you can use the `--fee` command line option to supply this value to backtesting.
 This fee must be a ratio, and will be applied twice (once for trade entry, and once for trade exit).
 
+For example, if the buying and selling commission fee is 0.1% (i.e., 0.001 written as ratio), then you would run backtesting as the following:
+
 ```bash
 freqtrade backtesting --fee 0.001
 ```

From 84ef588163e95adaa3359200ddaa3a7ef64d0b8c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 3 Jan 2020 13:27:22 +0100
Subject: [PATCH 0215/1106] support dicts as indicators

---
 freqtrade/plot/plotting.py | 66 +++++++++++++++++++++++++++++++++-----
 1 file changed, 58 insertions(+), 8 deletions(-)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index e1989b249..2bf4afcfb 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -1,6 +1,6 @@
 import logging
 from pathlib import Path
-from typing import Any, Dict, List
+from typing import Any, Dict, List, Union
 
 import pandas as pd
 from freqtrade.configuration import TimeRange
@@ -13,6 +13,8 @@ from freqtrade.resolvers import StrategyResolver
 logger = logging.getLogger(__name__)
 
 
+IndicatorType = Union[List[str], Dict[str, Dict]]
+
 try:
     from plotly.subplots import make_subplots
     from plotly.offline import plot
@@ -54,9 +56,9 @@ def init_plotscript(config):
             }
 
 
-def add_indicators(fig, row, indicators: List[str], data: pd.DataFrame) -> make_subplots:
+def _add_indicators_list(fig, row, indicators: List[str], data: pd.DataFrame) -> make_subplots:
     """
-    Generator all the indicator selected by the user for a specific row
+    Generate all the indicator selected by the user for a specific row
     :param fig: Plot figure to append to
     :param row: row number for this plot
     :param indicators: List of indicators present in the dataframe
@@ -81,6 +83,51 @@ def add_indicators(fig, row, indicators: List[str], data: pd.DataFrame) -> make_
     return fig
 
 
+def _add_indicators_dict(fig, row, indicators: Dict[str, Dict],
+                         data: pd.DataFrame) -> make_subplots:
+    """
+    Generate all the indicators selected by the user for a specific row, based on the configuration
+    :param fig: Plot figure to append to
+    :param row: row number for this plot
+    :param indicators: Dict of Indicators with configuration options.
+                       Dict key must correspond to dataframe column.
+    :param data: candlestick DataFrame
+    """
+    for indicator, conf in indicators.items():
+        print(conf)
+        if indicator in data:
+            scatter = go.Scatter(
+                x=data['date'],
+                y=data[indicator].values,
+                mode='lines',
+                name=indicator
+            )
+            fig.add_trace(scatter, row, 1)
+        else:
+            logger.info(
+                'Indicator "%s" ignored. Reason: This indicator is not found '
+                'in your strategy.',
+                indicator
+            )
+
+    return fig
+
+
+def add_indicators(fig, row, indicators: IndicatorType, data: pd.DataFrame) -> make_subplots:
+    """
+    Generate all the indicator selected by the user for a specific row
+    :param fig: Plot figure to append to
+    :param row: row number for this plot
+    :param indicators: List of indicators present in the dataframe, Or Dict of Indicators
+                       with configuration options. Dict key must correspond to dataframe column.
+    :param data: candlestick DataFrame
+    """
+    if isinstance(indicators, list):
+        _add_indicators_list(fig, row, indicators, data)
+    else:
+        _add_indicators_dict(fig, row, indicators, data)
+
+
 def add_profit(fig, row, data: pd.DataFrame, column: str, name: str) -> make_subplots:
     """
     Add profit-plot
@@ -144,8 +191,8 @@ def plot_trades(fig, trades: pd.DataFrame) -> make_subplots:
 
 
 def generate_candlestick_graph(pair: str, data: pd.DataFrame, trades: pd.DataFrame = None,
-                               indicators1: List[str] = [],
-                               indicators2: List[str] = [],) -> go.Figure:
+                               indicators1: IndicatorType = [],
+                               indicators2: IndicatorType = [],) -> go.Figure:
     """
     Generate the graph from the data generated by Backtesting or from DB
     Volume will always be ploted in row2, so Row 1 and 3 are to our disposal for custom indicators
@@ -254,7 +301,7 @@ def generate_candlestick_graph(pair: str, data: pd.DataFrame, trades: pd.DataFra
         name='Volume',
         marker_color='DarkSlateGrey',
         marker_line_color='DarkSlateGrey'
-        )
+    )
     fig.add_trace(volume, 2, 1)
 
     # Add indicators to separate row
@@ -355,12 +402,15 @@ def load_and_plot_trades(config: Dict[str, Any]):
         trades_pair = trades.loc[trades['pair'] == pair]
         trades_pair = extract_trades_of_period(dataframe, trades_pair)
 
+        indicators1 = config["indicators1"]
+        indicators2 = config["indicators2"]
+
         fig = generate_candlestick_graph(
             pair=pair,
             data=dataframe,
             trades=trades_pair,
-            indicators1=config["indicators1"],
-            indicators2=config["indicators2"],
+            indicators1=indicators1,
+            indicators2=indicators2,
         )
 
         store_plot_file(fig, filename=generate_plot_filename(pair, config['ticker_interval']),

From 5d5074ac9c1af08034f283c39244a4e50b8652da Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 3 Jan 2020 20:10:22 +0100
Subject: [PATCH 0216/1106] Implement first working version of plot_config

---
 freqtrade/plot/plotting.py | 30 ++++++++++++++++++++++--------
 1 file changed, 22 insertions(+), 8 deletions(-)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index 2bf4afcfb..cb5806f75 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -96,11 +96,15 @@ def _add_indicators_dict(fig, row, indicators: Dict[str, Dict],
     for indicator, conf in indicators.items():
         print(conf)
         if indicator in data:
+            kwargs = {'x': data['date'],
+                      'y': data[indicator].values,
+                      'mode': 'lines',
+                      'name': indicator
+                      }
+            if 'color' in conf:
+                kwargs.update({'line': {'color': conf['color']}})
             scatter = go.Scatter(
-                x=data['date'],
-                y=data[indicator].values,
-                mode='lines',
-                name=indicator
+                **kwargs
             )
             fig.add_trace(scatter, row, 1)
         else:
@@ -123,9 +127,9 @@ def add_indicators(fig, row, indicators: IndicatorType, data: pd.DataFrame) -> m
     :param data: candlestick DataFrame
     """
     if isinstance(indicators, list):
-        _add_indicators_list(fig, row, indicators, data)
+        return _add_indicators_list(fig, row, indicators, data)
     else:
-        _add_indicators_dict(fig, row, indicators, data)
+        return _add_indicators_dict(fig, row, indicators, data)
 
 
 def add_profit(fig, row, data: pd.DataFrame, column: str, name: str) -> make_subplots:
@@ -376,6 +380,17 @@ def store_plot_file(fig, filename: str, directory: Path, auto_open: bool = False
     logger.info(f"Stored plot as {_filename}")
 
 
+def _get_plot_indicators(config, strategy):
+
+    if hasattr(strategy, 'plot_config'):
+        indicators1 = strategy.plot_config['main_plot']
+        indicators2 = strategy.plot_config['subplots']
+    else:
+        indicators1 = config.get("indicators1")
+        indicators2 = config.get("indicators2")
+    return indicators1, indicators2
+
+
 def load_and_plot_trades(config: Dict[str, Any]):
     """
     From configuration provided
@@ -402,8 +417,7 @@ def load_and_plot_trades(config: Dict[str, Any]):
         trades_pair = trades.loc[trades['pair'] == pair]
         trades_pair = extract_trades_of_period(dataframe, trades_pair)
 
-        indicators1 = config["indicators1"]
-        indicators2 = config["indicators2"]
+        indicators1, indicators2 = _get_plot_indicators(config, strategy)
 
         fig = generate_candlestick_graph(
             pair=pair,

From 5853b9904c2cefa163d6c6d3b8536b5170b74ad3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 4 Jan 2020 11:13:45 +0100
Subject: [PATCH 0217/1106] make Plot_config the default approach

---
 freqtrade/plot/plotting.py | 128 ++++++++++++++++---------------------
 1 file changed, 56 insertions(+), 72 deletions(-)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index cb5806f75..c11776fab 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -56,35 +56,7 @@ def init_plotscript(config):
             }
 
 
-def _add_indicators_list(fig, row, indicators: List[str], data: pd.DataFrame) -> make_subplots:
-    """
-    Generate all the indicator selected by the user for a specific row
-    :param fig: Plot figure to append to
-    :param row: row number for this plot
-    :param indicators: List of indicators present in the dataframe
-    :param data: candlestick DataFrame
-    """
-    for indicator in indicators:
-        if indicator in data:
-            scatter = go.Scatter(
-                x=data['date'],
-                y=data[indicator].values,
-                mode='lines',
-                name=indicator
-            )
-            fig.add_trace(scatter, row, 1)
-        else:
-            logger.info(
-                'Indicator "%s" ignored. Reason: This indicator is not found '
-                'in your strategy.',
-                indicator
-            )
-
-    return fig
-
-
-def _add_indicators_dict(fig, row, indicators: Dict[str, Dict],
-                         data: pd.DataFrame) -> make_subplots:
+def add_indicators(fig, row, indicators: Dict[str, Dict], data: pd.DataFrame) -> make_subplots:
     """
     Generate all the indicators selected by the user for a specific row, based on the configuration
     :param fig: Plot figure to append to
@@ -94,7 +66,7 @@ def _add_indicators_dict(fig, row, indicators: Dict[str, Dict],
     :param data: candlestick DataFrame
     """
     for indicator, conf in indicators.items():
-        print(conf)
+        logger.debug(f"indicator {indicator} with config {conf}")
         if indicator in data:
             kwargs = {'x': data['date'],
                       'y': data[indicator].values,
@@ -117,21 +89,6 @@ def _add_indicators_dict(fig, row, indicators: Dict[str, Dict],
     return fig
 
 
-def add_indicators(fig, row, indicators: IndicatorType, data: pd.DataFrame) -> make_subplots:
-    """
-    Generate all the indicator selected by the user for a specific row
-    :param fig: Plot figure to append to
-    :param row: row number for this plot
-    :param indicators: List of indicators present in the dataframe, Or Dict of Indicators
-                       with configuration options. Dict key must correspond to dataframe column.
-    :param data: candlestick DataFrame
-    """
-    if isinstance(indicators, list):
-        return _add_indicators_list(fig, row, indicators, data)
-    else:
-        return _add_indicators_dict(fig, row, indicators, data)
-
-
 def add_profit(fig, row, data: pd.DataFrame, column: str, name: str) -> make_subplots:
     """
     Add profit-plot
@@ -194,9 +151,39 @@ def plot_trades(fig, trades: pd.DataFrame) -> make_subplots:
     return fig
 
 
-def generate_candlestick_graph(pair: str, data: pd.DataFrame, trades: pd.DataFrame = None,
-                               indicators1: IndicatorType = [],
-                               indicators2: IndicatorType = [],) -> go.Figure:
+def create_plotconfig(indicators1: List[str], indicators2: List[str], plot_config: Dict[str, Dict]) -> Dict[str, Dict]:
+    """
+    Combines indicators 1 and indicators 2 into plot_config if necessary
+    :param indicators1: List containing Main plot indicators
+    :param indicators2: List containing Sub plot indicators
+    :param plot_config: Dict of Dicts containing advanced plot configuration
+    :return: plot_config - eventually with indicators 1 and 2
+    """
+
+    if not plot_config:
+        # If no indicators and no plot-config given, use defaults.
+        if not indicators1:
+            indicators1 = ['sma', 'ema3', 'ema5']
+        if not indicators2:
+            indicators1 = ['macd', 'macdsignal']
+
+        # Create subplot configuration if plot_config is not available.
+        plot_config = {
+            'main_plot': {ind: {} for ind in indicators1},
+            'subplots': {'Other': {ind: {} for ind in indicators2}},
+        }
+    if 'main_plot' not in plot_config:
+        plot_config['main_plot'] = {}
+
+    if 'subplots' not in plot_config:
+        plot_config['subplots'] = {}
+
+
+def generate_candlestick_graph(pair: str, data: pd.DataFrame, trades: pd.DataFrame = None, *,
+                               indicators1: List[str] = [],
+                               indicators2: List[str] = [],
+                               plot_config: Dict[str, Dict] = {},
+                               ) -> go.Figure:
     """
     Generate the graph from the data generated by Backtesting or from DB
     Volume will always be ploted in row2, so Row 1 and 3 are to our disposal for custom indicators
@@ -205,21 +192,26 @@ def generate_candlestick_graph(pair: str, data: pd.DataFrame, trades: pd.DataFra
     :param trades: All trades created
     :param indicators1: List containing Main plot indicators
     :param indicators2: List containing Sub plot indicators
-    :return: None
+    :param plot_config: Dict of Dicts containing advanced plot configuration
+    :return: Plotly figure
     """
+    plot_config = create_plotconfig(indicators1, indicators2)
 
+    rows = 2 + len(plot_config['subplots'])
+    row_widths = [1 for _ in plot_config['subplots']]
     # Define the graph
     fig = make_subplots(
-        rows=3,
+        rows=rows,
         cols=1,
         shared_xaxes=True,
-        row_width=[1, 1, 4],
+        row_width=row_widths + [1, 4],
         vertical_spacing=0.0001,
     )
     fig['layout'].update(title=pair)
     fig['layout']['yaxis1'].update(title='Price')
     fig['layout']['yaxis2'].update(title='Volume')
-    fig['layout']['yaxis3'].update(title='Other')
+    for i, name in enumerate(plot_config['subplots']):
+        fig['layout'][f'yaxis{3 + i}'].update(title=name)
     fig['layout']['xaxis']['rangeslider'].update(visible=False)
 
     # Common information
@@ -289,12 +281,13 @@ def generate_candlestick_graph(pair: str, data: pd.DataFrame, trades: pd.DataFra
         )
         fig.add_trace(bb_lower, 1, 1)
         fig.add_trace(bb_upper, 1, 1)
-        if 'bb_upperband' in indicators1 and 'bb_lowerband' in indicators1:
-            indicators1.remove('bb_upperband')
-            indicators1.remove('bb_lowerband')
+        if ('bb_upperband' in plot_config['main_plot']
+           and 'bb_lowerband' in plot_config['main_plot']):
+            del plot_config['main_plot']['bb_upperband']
+            del plot_config['main_plot']['bb_lowerband']
 
     # Add indicators to main plot
-    fig = add_indicators(fig=fig, row=1, indicators=indicators1, data=data)
+    fig = add_indicators(fig=fig, row=1, indicators=plot_config['main_plot'], data=data)
 
     fig = plot_trades(fig, trades)
 
@@ -309,7 +302,10 @@ def generate_candlestick_graph(pair: str, data: pd.DataFrame, trades: pd.DataFra
     fig.add_trace(volume, 2, 1)
 
     # Add indicators to separate row
-    fig = add_indicators(fig=fig, row=3, indicators=indicators2, data=data)
+    for i, name in enumerate(plot_config['subplots']):
+        fig = add_indicators(fig=fig, row=3 + i,
+                             indicators=plot_config['subplots'][name],
+                             data=data)
 
     return fig
 
@@ -380,17 +376,6 @@ def store_plot_file(fig, filename: str, directory: Path, auto_open: bool = False
     logger.info(f"Stored plot as {_filename}")
 
 
-def _get_plot_indicators(config, strategy):
-
-    if hasattr(strategy, 'plot_config'):
-        indicators1 = strategy.plot_config['main_plot']
-        indicators2 = strategy.plot_config['subplots']
-    else:
-        indicators1 = config.get("indicators1")
-        indicators2 = config.get("indicators2")
-    return indicators1, indicators2
-
-
 def load_and_plot_trades(config: Dict[str, Any]):
     """
     From configuration provided
@@ -417,14 +402,13 @@ def load_and_plot_trades(config: Dict[str, Any]):
         trades_pair = trades.loc[trades['pair'] == pair]
         trades_pair = extract_trades_of_period(dataframe, trades_pair)
 
-        indicators1, indicators2 = _get_plot_indicators(config, strategy)
-
         fig = generate_candlestick_graph(
             pair=pair,
             data=dataframe,
             trades=trades_pair,
-            indicators1=indicators1,
-            indicators2=indicators2,
+            indicators1=config["indicators1"],
+            indicators2=config["indicators2"],
+            plot_config=strategy.plot_config if hasattr(strategy, 'plot_config') else {}
         )
 
         store_plot_file(fig, filename=generate_plot_filename(pair, config['ticker_interval']),

From f04873b0b06df81bed51dfd59fb7db1e29422f55 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 4 Jan 2020 11:14:00 +0100
Subject: [PATCH 0218/1106] Add plot_config to interface

---
 freqtrade/configuration/cli_options.py | 6 ++----
 freqtrade/strategy/interface.py        | 2 ++
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/freqtrade/configuration/cli_options.py b/freqtrade/configuration/cli_options.py
index 4b6429f20..1807cd591 100644
--- a/freqtrade/configuration/cli_options.py
+++ b/freqtrade/configuration/cli_options.py
@@ -363,15 +363,13 @@ AVAILABLE_CLI_OPTIONS = {
     "indicators1": Arg(
         '--indicators1',
         help='Set indicators from your strategy you want in the first row of the graph. '
-        'Space-separated list. Example: `ema3 ema5`. Default: `%(default)s`.',
-        default=['sma', 'ema3', 'ema5'],
+        "Space-separated list. Example: `ema3 ema5`. Default: `['sma', 'ema3', 'ema5']`.",
         nargs='+',
     ),
     "indicators2": Arg(
         '--indicators2',
         help='Set indicators from your strategy you want in the third row of the graph. '
-        'Space-separated list. Example: `fastd fastk`. Default: `%(default)s`.',
-        default=['macd', 'macdsignal'],
+        "Space-separated list. Example: `fastd fastk`. Default: `['macd', 'macdsignal']`.",
         nargs='+',
     ),
     "plot_limit": Arg(
diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index 4f2e990d2..a2dee7837 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -112,6 +112,8 @@ class IStrategy(ABC):
     dp: Optional[DataProvider] = None
     wallets: Optional[Wallets] = None
 
+    plot_config: Dict
+
     def __init__(self, config: dict) -> None:
         self.config = config
         # Dict to determine if analysis is necessary

From 4628024de6e9d7c35977b9d2459651560fe75111 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 4 Jan 2020 11:18:51 +0100
Subject: [PATCH 0219/1106] Adapt tests to new add_indicator methodology

---
 freqtrade/plot/plotting.py | 3 ++-
 tests/test_plotting.py     | 7 ++++---
 2 files changed, 6 insertions(+), 4 deletions(-)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index c11776fab..a79ec6b87 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -177,6 +177,7 @@ def create_plotconfig(indicators1: List[str], indicators2: List[str], plot_confi
 
     if 'subplots' not in plot_config:
         plot_config['subplots'] = {}
+    return plot_config
 
 
 def generate_candlestick_graph(pair: str, data: pd.DataFrame, trades: pd.DataFrame = None, *,
@@ -195,7 +196,7 @@ def generate_candlestick_graph(pair: str, data: pd.DataFrame, trades: pd.DataFra
     :param plot_config: Dict of Dicts containing advanced plot configuration
     :return: Plotly figure
     """
-    plot_config = create_plotconfig(indicators1, indicators2)
+    plot_config = create_plotconfig(indicators1, indicators2, plot_config)
 
     rows = 2 + len(plot_config['subplots'])
     row_widths = [1 for _ in plot_config['subplots']]
diff --git a/tests/test_plotting.py b/tests/test_plotting.py
index 271246517..048f9d60c 100644
--- a/tests/test_plotting.py
+++ b/tests/test_plotting.py
@@ -66,8 +66,8 @@ def test_add_indicators(default_conf, testdatadir, caplog):
 
     data = history.load_pair_history(pair=pair, timeframe='1m',
                                      datadir=testdatadir, timerange=timerange)
-    indicators1 = ["ema10"]
-    indicators2 = ["macd"]
+    indicators1 = {"ema10": {}}
+    indicators2 = {"macd": {"color": "red"}}
 
     # Generate buy/sell signals and indicators
     strat = DefaultStrategy(default_conf)
@@ -86,9 +86,10 @@ def test_add_indicators(default_conf, testdatadir, caplog):
     macd = find_trace_in_fig_data(figure.data, "macd")
     assert isinstance(macd, go.Scatter)
     assert macd.yaxis == "y3"
+    assert macd.line.color == "red"
 
     # No indicator found
-    fig3 = add_indicators(fig=deepcopy(fig), row=3, indicators=['no_indicator'], data=data)
+    fig3 = add_indicators(fig=deepcopy(fig), row=3, indicators={'no_indicator': {}}, data=data)
     assert fig == fig3
     assert log_has_re(r'Indicator "no_indicator" ignored\..*', caplog)
 

From b5a806dec766301632dd4ccad169cba598f3bbd1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 4 Jan 2020 11:30:21 +0100
Subject: [PATCH 0220/1106] Fix typo and add tests for create_plotconfig

---
 freqtrade/plot/plotting.py |  2 +-
 tests/test_plotting.py     | 24 ++++++++++++++++++++++++
 2 files changed, 25 insertions(+), 1 deletion(-)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index a79ec6b87..1c8ad552f 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -165,7 +165,7 @@ def create_plotconfig(indicators1: List[str], indicators2: List[str], plot_confi
         if not indicators1:
             indicators1 = ['sma', 'ema3', 'ema5']
         if not indicators2:
-            indicators1 = ['macd', 'macdsignal']
+            indicators2 = ['macd', 'macdsignal']
 
         # Create subplot configuration if plot_config is not available.
         plot_config = {
diff --git a/tests/test_plotting.py b/tests/test_plotting.py
index 048f9d60c..908c90a0a 100644
--- a/tests/test_plotting.py
+++ b/tests/test_plotting.py
@@ -13,6 +13,7 @@ from freqtrade.data.btanalysis import create_cum_profit, load_backtest_data
 from freqtrade.exceptions import OperationalException
 from freqtrade.plot.plot_utils import start_plot_dataframe, start_plot_profit
 from freqtrade.plot.plotting import (add_indicators, add_profit,
+                                     create_plotconfig,
                                      generate_candlestick_graph,
                                      generate_plot_filename,
                                      generate_profit_graph, init_plotscript,
@@ -372,3 +373,26 @@ def test_plot_profit(default_conf, mocker, testdatadir, caplog):
 
     assert profit_mock.call_args_list[0][0][0] == default_conf['pairs']
     assert store_mock.call_args_list[0][1]['auto_open'] is True
+
+
+@pytest.mark.parametrize("ind1,ind2,plot_conf,exp", [
+    ([], [], {},
+     {'main_plot': {'sma': {}, 'ema3': {}, 'ema5': {}},
+      'subplots': {'Other': {'macd': {}, 'macdsignal': {}}}}),
+    (['sma', 'ema3'], ['macd'], {},
+     {'main_plot': {'sma': {}, 'ema3': {}}, 'subplots': {'Other': {'macd': {}}}}
+     ),
+    ([], [], {'main_plot': {'sma': {}}},
+     {'main_plot': {'sma': {}}, 'subplots': {}}),
+    ([], [], {'subplots': {'RSI': {'rsi': {'color': 'red'}}}},
+     {'main_plot': {}, 'subplots': {'RSI': {'rsi': {'color': 'red'}}}}),
+])
+def test_create_plotconfig(ind1, ind2, plot_conf, exp):
+
+    res = create_plotconfig(ind1, ind2, plot_conf)
+    assert 'main_plot' in res
+    assert 'subplots' in res
+    assert isinstance(res['main_plot'], dict)
+    assert isinstance(res['subplots'], dict)
+
+    assert res == exp

From bdda62039752c967ae51e3717958bb282f825c18 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 4 Jan 2020 12:54:58 +0100
Subject: [PATCH 0221/1106] add plot_config to startegy interface properly

---
 freqtrade/plot/plotting.py      | 7 +++----
 freqtrade/strategy/interface.py | 3 ++-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index 1c8ad552f..39629fe21 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -1,6 +1,6 @@
 import logging
 from pathlib import Path
-from typing import Any, Dict, List, Union
+from typing import Any, Dict, List
 
 import pandas as pd
 from freqtrade.configuration import TimeRange
@@ -13,8 +13,6 @@ from freqtrade.resolvers import StrategyResolver
 logger = logging.getLogger(__name__)
 
 
-IndicatorType = Union[List[str], Dict[str, Dict]]
-
 try:
     from plotly.subplots import make_subplots
     from plotly.offline import plot
@@ -151,7 +149,8 @@ def plot_trades(fig, trades: pd.DataFrame) -> make_subplots:
     return fig
 
 
-def create_plotconfig(indicators1: List[str], indicators2: List[str], plot_config: Dict[str, Dict]) -> Dict[str, Dict]:
+def create_plotconfig(indicators1: List[str], indicators2: List[str],
+                      plot_config: Dict[str, Dict]) -> Dict[str, Dict]:
     """
     Combines indicators 1 and indicators 2 into plot_config if necessary
     :param indicators1: List containing Main plot indicators
diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index a2dee7837..7bd6a9ac5 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -112,7 +112,8 @@ class IStrategy(ABC):
     dp: Optional[DataProvider] = None
     wallets: Optional[Wallets] = None
 
-    plot_config: Dict
+    # Definition of plot_config. See plotting documentation for more details.
+    plot_config: Dict = {}
 
     def __init__(self, config: dict) -> None:
         self.config = config

From 53499e01dec6099a63bf1543f9b202f75d5d5d20 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 4 Jan 2020 20:27:27 +0100
Subject: [PATCH 0222/1106] Clearly differentiate trade buys sells (positive
 and negative)

* Swap trade buys to cyan circles
* Show sell-reason description on buy too
* Green positive sells - red negative / 0 sells
---
 freqtrade/plot/plotting.py | 37 +++++++++++++++++++++++++++----------
 tests/test_plotting.py     | 25 ++++++++++++++++++-------
 2 files changed, 45 insertions(+), 17 deletions(-)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index 39629fe21..1660371a1 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -113,11 +113,31 @@ def plot_trades(fig, trades: pd.DataFrame) -> make_subplots:
     """
     # Trades can be empty
     if trades is not None and len(trades) > 0:
+        # Create description for sell summarizing the trade
+        trades['desc'] = trades.apply(lambda row: f"{round(row['profitperc'] * 100, 1)}%, "
+                                                  f"{row['sell_reason']}, {row['duration']} min",
+                                                  axis=1)
         trade_buys = go.Scatter(
             x=trades["open_time"],
             y=trades["open_rate"],
             mode='markers',
-            name='trade_buy',
+            name='Trade buy',
+            text=trades["desc"],
+            marker=dict(
+                symbol='circle-open',
+                size=11,
+                line=dict(width=2),
+                color='cyan'
+
+            )
+        )
+
+        trade_sells = go.Scatter(
+            x=trades.loc[trades['profitperc'] > 0, "close_time"],
+            y=trades.loc[trades['profitperc'] > 0, "close_rate"],
+            text=trades.loc[trades['profitperc'] > 0, "desc"],
+            mode='markers',
+            name='Sell - Profit',
             marker=dict(
                 symbol='square-open',
                 size=11,
@@ -125,16 +145,12 @@ def plot_trades(fig, trades: pd.DataFrame) -> make_subplots:
                 color='green'
             )
         )
-        # Create description for sell summarizing the trade
-        desc = trades.apply(lambda row: f"{round(row['profitperc'] * 100, 1)}%, "
-                                        f"{row['sell_reason']}, {row['duration']} min",
-                            axis=1)
-        trade_sells = go.Scatter(
-            x=trades["close_time"],
-            y=trades["close_rate"],
-            text=desc,
+        trade_sells_loss = go.Scatter(
+            x=trades.loc[trades['profitperc'] <= 0, "close_time"],
+            y=trades.loc[trades['profitperc'] <= 0, "close_rate"],
+            text=trades.loc[trades['profitperc'] <= 0, "desc"],
             mode='markers',
-            name='trade_sell',
+            name='Sell - Loss',
             marker=dict(
                 symbol='square-open',
                 size=11,
@@ -144,6 +160,7 @@ def plot_trades(fig, trades: pd.DataFrame) -> make_subplots:
         )
         fig.add_trace(trade_buys, 1, 1)
         fig.add_trace(trade_sells, 1, 1)
+        fig.add_trace(trade_sells_loss, 1, 1)
     else:
         logger.warning("No trades found.")
     return fig
diff --git a/tests/test_plotting.py b/tests/test_plotting.py
index 908c90a0a..e5162bb17 100644
--- a/tests/test_plotting.py
+++ b/tests/test_plotting.py
@@ -110,18 +110,29 @@ def test_plot_trades(testdatadir, caplog):
     figure = fig1.layout.figure
 
     # Check buys - color, should be in first graph, ...
-    trade_buy = find_trace_in_fig_data(figure.data, "trade_buy")
+    trade_buy = find_trace_in_fig_data(figure.data, 'Trade buy')
     assert isinstance(trade_buy, go.Scatter)
     assert trade_buy.yaxis == 'y'
     assert len(trades) == len(trade_buy.x)
-    assert trade_buy.marker.color == 'green'
+    assert trade_buy.marker.color == 'cyan'
+    assert trade_buy.marker.symbol == 'circle-open'
+    assert trade_buy.text[0] == '4.0%, roi, 15 min'
 
-    trade_sell = find_trace_in_fig_data(figure.data, "trade_sell")
+    trade_sell = find_trace_in_fig_data(figure.data, 'Sell - Profit')
     assert isinstance(trade_sell, go.Scatter)
     assert trade_sell.yaxis == 'y'
-    assert len(trades) == len(trade_sell.x)
-    assert trade_sell.marker.color == 'red'
-    assert trade_sell.text[0] == "4.0%, roi, 15 min"
+    assert len(trades.loc[trades['profitperc'] > 0]) == len(trade_sell.x)
+    assert trade_sell.marker.color == 'green'
+    assert trade_sell.marker.symbol == 'square-open'
+    assert trade_sell.text[0] == '4.0%, roi, 15 min'
+
+    trade_sell_loss = find_trace_in_fig_data(figure.data, 'Sell - Loss')
+    assert isinstance(trade_sell_loss, go.Scatter)
+    assert trade_sell_loss.yaxis == 'y'
+    assert len(trades.loc[trades['profitperc'] <= 0]) == len(trade_sell_loss.x)
+    assert trade_sell_loss.marker.color == 'red'
+    assert trade_sell_loss.marker.symbol == 'square-open'
+    assert trade_sell_loss.text[5] == '-10.4%, stop_loss, 720 min'
 
 
 def test_generate_candlestick_graph_no_signals_no_trades(default_conf, mocker, testdatadir, caplog):
@@ -310,7 +321,7 @@ def test_load_and_plot_trades(default_conf, mocker, caplog, testdatadir):
         "freqtrade.plot.plotting",
         generate_candlestick_graph=candle_mock,
         store_plot_file=store_mock
-        )
+    )
     load_and_plot_trades(default_conf)
 
     # Both mocks should be called once per pair

From f82c4346b6ce65c5ded54a63b3931780cd349a98 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 5 Jan 2020 09:55:02 +0100
Subject: [PATCH 0223/1106] data conversion, not data conversation

* we're not talking to the data yet ...
---
 docs/data-download.md                     | 8 ++++----
 freqtrade/configuration/arguments.py      | 8 ++++----
 freqtrade/configuration/cli_options.py    | 4 ++--
 freqtrade/data/history/history_utils.py   | 2 +-
 freqtrade/data/history/idatahandler.py    | 2 +-
 freqtrade/data/history/jsondatahandler.py | 2 +-
 6 files changed, 13 insertions(+), 13 deletions(-)

diff --git a/docs/data-download.md b/docs/data-download.md
index c5fb744ab..f747123d0 100644
--- a/docs/data-download.md
+++ b/docs/data-download.md
@@ -78,9 +78,9 @@ optional arguments:
                         Show profits for only these pairs. Pairs are space-
                         separated.
   --format-from {json,jsongz}
-                        Source format for data conversation.
+                        Source format for data conversion.
   --format-to {json,jsongz}
-                        Destination format for data conversation.
+                        Destination format for data conversion.
   --erase               Clean all existing data for the selected
                         exchange/pairs/timeframes.
   -t {1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} [{1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} ...], --timeframes {1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} [{1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} ...]
@@ -127,9 +127,9 @@ optional arguments:
                         Show profits for only these pairs. Pairs are space-
                         separated.
   --format-from {json,jsongz}
-                        Source format for data conversation.
+                        Source format for data conversion.
   --format-to {json,jsongz}
-                        Destination format for data conversation.
+                        Destination format for data conversion.
   --erase               Clean all existing data for the selected
                         exchange/pairs/timeframes.
 
diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py
index 2b9b362bf..718b6dedc 100644
--- a/freqtrade/configuration/arguments.py
+++ b/freqtrade/configuration/arguments.py
@@ -264,14 +264,14 @@ class Arguments:
         convert_data_cmd.set_defaults(func=partial(start_convert_data, ohlcv=True))
         self._build_args(optionlist=ARGS_CONVERT_DATA_OHLCV, parser=convert_data_cmd)
 
-        # Add convert-data subcommand
-        convert_data_cmd = subparsers.add_parser(
+        # Add convert-trade-data subcommand
+        convert_trade_data_cmd = subparsers.add_parser(
             'convert-trade-data',
             help='Convert trade-data from one format to another.',
             parents=[_common_parser],
         )
-        convert_data_cmd.set_defaults(func=partial(start_convert_data, ohlcv=False))
-        self._build_args(optionlist=ARGS_CONVERT_DATA, parser=convert_data_cmd)
+        convert_trade_data_cmd.set_defaults(func=partial(start_convert_data, ohlcv=False))
+        self._build_args(optionlist=ARGS_CONVERT_DATA, parser=convert_trade_data_cmd)
 
         # Add Plotting subcommand
         plot_dataframe_cmd = subparsers.add_parser(
diff --git a/freqtrade/configuration/cli_options.py b/freqtrade/configuration/cli_options.py
index c80bea393..0289d3fd0 100644
--- a/freqtrade/configuration/cli_options.py
+++ b/freqtrade/configuration/cli_options.py
@@ -334,13 +334,13 @@ AVAILABLE_CLI_OPTIONS = {
     ),
     "format_from": Arg(
         '--format-from',
-        help='Source format for data conversation.',
+        help='Source format for data conversion.',
         choices=constants.AVAILABLE_DATAHANDLERS,
         required=True,
     ),
     "format_to": Arg(
         '--format-to',
-        help='Destination format for data conversation.',
+        help='Destination format for data conversion.',
         choices=constants.AVAILABLE_DATAHANDLERS,
         required=True,
     ),
diff --git a/freqtrade/data/history/history_utils.py b/freqtrade/data/history/history_utils.py
index 2d11b229b..c0578a32b 100644
--- a/freqtrade/data/history/history_utils.py
+++ b/freqtrade/data/history/history_utils.py
@@ -132,7 +132,7 @@ def _load_cached_data_for_updating(pair: str, timeframe: str, timerange: Optiona
     start = None
     if timerange:
         if timerange.starttype == 'date':
-            # TODO: convert to date for conversation
+            # TODO: convert to date for conversion
             start = datetime.fromtimestamp(timerange.startts, tz=timezone.utc)
 
     # Intentionally don't pass timerange in - since we need to load the full dataset.
diff --git a/freqtrade/data/history/idatahandler.py b/freqtrade/data/history/idatahandler.py
index 20022fc38..df03e7713 100644
--- a/freqtrade/data/history/idatahandler.py
+++ b/freqtrade/data/history/idatahandler.py
@@ -52,7 +52,7 @@ class IDataHandler(ABC):
                     ) -> DataFrame:
         """
         Internal method used to load data for one pair from disk.
-        Implements the loading and conversation to a Pandas dataframe.
+        Implements the loading and conversion to a Pandas dataframe.
         Timerange trimming and dataframe validation happens outside of this method.
         :param pair: Pair to load data
         :param timeframe: Ticker timeframe (e.g. "5m")
diff --git a/freqtrade/data/history/jsondatahandler.py b/freqtrade/data/history/jsondatahandler.py
index dcfc249aa..7f0643862 100644
--- a/freqtrade/data/history/jsondatahandler.py
+++ b/freqtrade/data/history/jsondatahandler.py
@@ -57,7 +57,7 @@ class JsonDataHandler(IDataHandler):
                     ) -> DataFrame:
         """
         Internal method used to load data for one pair from disk.
-        Implements the loading and conversation to a Pandas dataframe.
+        Implements the loading and conversion to a Pandas dataframe.
         Timerange trimming and dataframe validation happens outside of this method.
         :param pair: Pair to load data
         :param timeframe: Ticker timeframe (e.g. "5m")

From bc6a10353bf4c704003a319fd953026896c33533 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 4 Jan 2020 05:07:51 +0300
Subject: [PATCH 0224/1106] Introduce pair_to_filename()

---
 freqtrade/misc.py          |  6 ++++++
 freqtrade/plot/plotting.py | 12 +++++++-----
 2 files changed, 13 insertions(+), 5 deletions(-)

diff --git a/freqtrade/misc.py b/freqtrade/misc.py
index ed37ace3a..e6ebc8d65 100644
--- a/freqtrade/misc.py
+++ b/freqtrade/misc.py
@@ -92,6 +92,12 @@ def file_load_json(file):
     return pairdata
 
 
+def pair_to_filename(pair: str) -> str:
+    for ch in ['/', ' ', '.']:
+        pair = pair.replace(ch, '_')
+    return pair
+
+
 def format_ms_time(date: int) -> str:
     """
     convert MS date to readable format.
diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index 6b2d426e7..7c9c9f985 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -3,12 +3,14 @@ from pathlib import Path
 from typing import Any, Dict, List
 
 import pandas as pd
+
 from freqtrade.configuration import TimeRange
-from freqtrade.data import history
-from freqtrade.data.converter import trim_dataframe
 from freqtrade.data.btanalysis import (combine_tickers_with_mean,
                                        create_cum_profit,
                                        extract_trades_of_period, load_trades)
+from freqtrade.data.converter import trim_dataframe
+from freqtrade.data.history import load_data
+from freqtrade.misc import pair_to_filename
 from freqtrade.resolvers import StrategyResolver
 
 logger = logging.getLogger(__name__)
@@ -37,7 +39,7 @@ def init_plotscript(config):
     # Set timerange to use
     timerange = TimeRange.parse_timerange(config.get("timerange"))
 
-    tickers = history.load_data(
+    tickers = load_data(
         datadir=config.get("datadir"),
         pairs=pairs,
         timeframe=config.get('ticker_interval', '5m'),
@@ -306,8 +308,8 @@ def generate_plot_filename(pair, timeframe) -> str:
     """
     Generate filenames per pair/timeframe to be used for storing plots
     """
-    pair_name = pair.replace("/", "_")
-    file_name = 'freqtrade-plot-' + pair_name + '-' + timeframe + '.html'
+    pair_s = pair_to_filename(pair)
+    file_name = 'freqtrade-plot-' + pair_s + '-' + timeframe + '.html'
 
     logger.info('Generate plot file for %s', pair)
 

From 4eaaec9d1a0bee87a6ce2b60b2044b5bd52164b7 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 5 Jan 2020 10:36:08 +0100
Subject: [PATCH 0225/1106] Implement pair_to_filename to datahandler

includes tests - taken from #2744 and modified to adapt to new structure
---
 freqtrade/data/history/jsondatahandler.py |  8 ++---
 freqtrade/misc.py                         |  2 +-
 tests/data/test_history.py                | 36 ++++++++++++++++-------
 tests/test_misc.py                        | 25 +++++++++++++++-
 4 files changed, 55 insertions(+), 16 deletions(-)

diff --git a/freqtrade/data/history/jsondatahandler.py b/freqtrade/data/history/jsondatahandler.py
index 7f0643862..7da1477af 100644
--- a/freqtrade/data/history/jsondatahandler.py
+++ b/freqtrade/data/history/jsondatahandler.py
@@ -30,7 +30,7 @@ class JsonDataHandler(IDataHandler):
         _tmp = [re.search(r'^(\S+)(?=\-' + timeframe + '.json)', p.name)
                 for p in datadir.glob(f"*{timeframe}.{cls._get_file_extension()}")]
         # Check if regex found something and only return these results
-        return [match[0].replace('_', '/') for match in _tmp if match]
+        return [misc.pair_to_filename(match[0]) for match in _tmp if match]
 
     def ohlcv_store(self, pair: str, timeframe: str, data: DataFrame) -> None:
         """
@@ -109,7 +109,7 @@ class JsonDataHandler(IDataHandler):
         _tmp = [re.search(r'^(\S+)(?=\-trades.json)', p.name)
                 for p in datadir.glob(f"*trades.{cls._get_file_extension()}")]
         # Check if regex found something and only return these results to avoid exceptions.
-        return [match[0].replace('_', '/') for match in _tmp if match]
+        return [misc.pair_to_filename(match[0]) for match in _tmp if match]
 
     def trades_store(self, pair: str, data: List[Dict]) -> None:
         """
@@ -157,7 +157,7 @@ class JsonDataHandler(IDataHandler):
 
     @classmethod
     def _pair_data_filename(cls, datadir: Path, pair: str, timeframe: str) -> Path:
-        pair_s = pair.replace("/", "_")
+        pair_s = misc.pair_to_filename(pair)
         filename = datadir.joinpath(f'{pair_s}-{timeframe}.{cls._get_file_extension()}')
         return filename
 
@@ -167,7 +167,7 @@ class JsonDataHandler(IDataHandler):
 
     @classmethod
     def _pair_trades_filename(cls, datadir: Path, pair: str) -> Path:
-        pair_s = pair.replace("/", "_")
+        pair_s = misc.pair_to_filename(pair)
         filename = datadir.joinpath(f'{pair_s}-trades.{cls._get_file_extension()}')
         return filename
 
diff --git a/freqtrade/misc.py b/freqtrade/misc.py
index e6ebc8d65..f012400c4 100644
--- a/freqtrade/misc.py
+++ b/freqtrade/misc.py
@@ -93,7 +93,7 @@ def file_load_json(file):
 
 
 def pair_to_filename(pair: str) -> str:
-    for ch in ['/', ' ', '.']:
+    for ch in ['/', '-', ' ', '.', '@', '$', '+', ':']:
         pair = pair.replace(ch, '_')
     return pair
 
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 2341673db..39000e508 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -144,23 +144,39 @@ def test_testdata_path(testdatadir) -> None:
     assert str(Path('tests') / 'testdata') in str(testdatadir)
 
 
-def test_json_pair_data_filename():
-    fn = JsonDataHandler._pair_data_filename(Path('freqtrade/hello/world'), 'ETH/BTC', '5m')
+@pytest.mark.parametrize("pair,expected_result", [
+    ("ETH/BTC", 'freqtrade/hello/world/ETH_BTC-5m.json'),
+    ("Fabric Token/ETH", 'freqtrade/hello/world/Fabric_Token_ETH-5m.json'),
+    ("ETHH20", 'freqtrade/hello/world/ETHH20-5m.json'),
+    (".XBTBON2H", 'freqtrade/hello/world/_XBTBON2H-5m.json'),
+    ("ETHUSD.d", 'freqtrade/hello/world/ETHUSD_d-5m.json'),
+    ("ACC_OLD/BTC", 'freqtrade/hello/world/ACC_OLD_BTC-5m.json'),
+])
+def test_json_pair_data_filename(pair, expected_result):
+    fn = JsonDataHandler._pair_data_filename(Path('freqtrade/hello/world'), pair, '5m')
     assert isinstance(fn, Path)
-    assert fn == Path('freqtrade/hello/world/ETH_BTC-5m.json')
-    fn = JsonGzDataHandler._pair_data_filename(Path('freqtrade/hello/world'), 'ETH/BTC', '5m')
+    assert fn == Path(expected_result)
+    fn = JsonGzDataHandler._pair_data_filename(Path('freqtrade/hello/world'), pair, '5m')
     assert isinstance(fn, Path)
-    assert fn == Path('freqtrade/hello/world/ETH_BTC-5m.json.gz')
+    assert fn == Path(expected_result + '.gz')
 
 
-def test_json_pair_trades_filename():
-    fn = JsonDataHandler._pair_trades_filename(Path('freqtrade/hello/world'), 'ETH/BTC')
+@pytest.mark.parametrize("pair,expected_result", [
+    ("ETH/BTC", 'freqtrade/hello/world/ETH_BTC-trades.json'),
+    ("Fabric Token/ETH", 'freqtrade/hello/world/Fabric_Token_ETH-trades.json'),
+    ("ETHH20", 'freqtrade/hello/world/ETHH20-trades.json'),
+    (".XBTBON2H", 'freqtrade/hello/world/_XBTBON2H-trades.json'),
+    ("ETHUSD.d", 'freqtrade/hello/world/ETHUSD_d-trades.json'),
+    ("ACC_OLD_BTC", 'freqtrade/hello/world/ACC_OLD_BTC-trades.json'),
+])
+def test_json_pair_trades_filename(pair, expected_result):
+    fn = JsonDataHandler._pair_trades_filename(Path('freqtrade/hello/world'), pair)
     assert isinstance(fn, Path)
-    assert fn == Path('freqtrade/hello/world/ETH_BTC-trades.json')
+    assert fn == Path(expected_result)
 
-    fn = JsonGzDataHandler._pair_trades_filename(Path('freqtrade/hello/world'), 'ETH/BTC')
+    fn = JsonGzDataHandler._pair_trades_filename(Path('freqtrade/hello/world'), pair)
     assert isinstance(fn, Path)
-    assert fn == Path('freqtrade/hello/world/ETH_BTC-trades.json.gz')
+    assert fn == Path(expected_result + '.gz')
 
 
 def test_load_cached_data_for_updating(mocker, testdatadir) -> None:
diff --git a/tests/test_misc.py b/tests/test_misc.py
index c5bf06311..83e008466 100644
--- a/tests/test_misc.py
+++ b/tests/test_misc.py
@@ -4,9 +4,12 @@ import datetime
 from pathlib import Path
 from unittest.mock import MagicMock
 
+import pytest
+
 from freqtrade.data.converter import parse_ticker_dataframe
 from freqtrade.misc import (datesarray_to_datetimearray, file_dump_json,
-                            file_load_json, format_ms_time, plural, shorten_date)
+                            file_load_json, format_ms_time, pair_to_filename,
+                            plural, shorten_date)
 
 
 def test_shorten_date() -> None:
@@ -57,6 +60,26 @@ def test_file_load_json(mocker, testdatadir) -> None:
     assert ret
 
 
+@pytest.mark.parametrize("pair,expected_result", [
+    ("ETH/BTC", 'ETH_BTC'),
+    ("Fabric Token/ETH", 'Fabric_Token_ETH'),
+    ("ETHH20", 'ETHH20'),
+    (".XBTBON2H", '_XBTBON2H'),
+    ("ETHUSD.d", 'ETHUSD_d'),
+    ("ADA-0327", 'ADA_0327'),
+    ("BTC-USD-200110", 'BTC_USD_200110'),
+    ("F-AKRO/USDT", 'F_AKRO_USDT'),
+    ("LC+/ETH", 'LC__ETH'),
+    ("CMT@18/ETH", 'CMT_18_ETH'),
+    ("LBTC:1022/SAI", 'LBTC_1022_SAI'),
+    ("$PAC/BTC", '_PAC_BTC'),
+    ("ACC_OLD/BTC", 'ACC_OLD_BTC'),
+])
+def test_pair_to_filename(pair, expected_result):
+    pair_s = pair_to_filename(pair)
+    assert pair_s == expected_result
+
+
 def test_format_ms_time() -> None:
     # Date 2018-04-10 18:02:01
     date_in_epoch_ms = 1523383321000

From 7daa5bc33881c1e9919eae61510284739078ced5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 5 Jan 2020 12:50:44 +0100
Subject: [PATCH 0226/1106] Don't return None from unlimited_stake - 0 handles
 this just as well

---
 freqtrade/freqtradebot.py  | 15 ++++++++-------
 tests/test_freqtradebot.py |  6 +++---
 2 files changed, 11 insertions(+), 10 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index aa47adfd4..ed9cb983a 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -250,12 +250,13 @@ class FreqtradeBot:
 
         return used_rate
 
-    def get_trade_stake_amount(self, pair) -> Optional[float]:
+    def get_trade_stake_amount(self, pair) -> float:
         """
         Calculate stake amount for the trade
         :return: float: Stake amount
+        :raise: DependencyException if the available stake amount is too low
         """
-        stake_amount: Optional[float]
+        stake_amount: float
         if self.edge:
             stake_amount = self.edge.stake_amount(
                 pair,
@@ -286,20 +287,20 @@ class FreqtradeBot:
                             self.config['tradable_balance_ratio']) - val_tied_up
         return available_amount
 
-    def _calculate_unlimited_stake_amount(self) -> Optional[float]:
+    def _calculate_unlimited_stake_amount(self) -> float:
         """
         Calculate stake amount for "unlimited" stake amount
-        :return: None if max number of trades reached
+        :return: 0 if max number of trades reached, else stake_amount to use.
         """
         free_open_trades = self.get_free_open_trades()
         if not free_open_trades:
-            return None
+            return 0
 
         available_amount = self._get_available_stake_amount()
 
         return available_amount / free_open_trades
 
-    def _check_available_stake_amount(self, stake_amount: Optional[float]) -> Optional[float]:
+    def _check_available_stake_amount(self, stake_amount: float) -> float:
         """
         Check if stake amount can be fulfilled with the available balance
         for the stake currency
@@ -307,7 +308,7 @@ class FreqtradeBot:
         """
         available_amount = self._get_available_stake_amount()
 
-        if stake_amount is not None and available_amount < stake_amount:
+        if available_amount < stake_amount:
             raise DependencyException(
                 f"Available balance ({available_amount} {self.config['stake_currency']}) is "
                 f"lower than stake amount ({stake_amount} {self.config['stake_currency']})"
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index c8b627ca4..dc74e507c 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -189,13 +189,13 @@ def test_get_trade_stake_amount_unlimited_amount(default_conf, ticker, balance_r
     freqtrade.execute_buy('LTC/BTC', result)
 
     result = freqtrade.get_trade_stake_amount('XRP/BTC')
-    assert result is None
+    assert result == 0
 
     # set max_open_trades = None, so do not trade
     conf['max_open_trades'] = 0
     freqtrade = FreqtradeBot(conf)
     result = freqtrade.get_trade_stake_amount('NEO/BTC')
-    assert result is None
+    assert result == 0
 
 
 def test_edge_called_in_process(mocker, edge_conf) -> None:
@@ -576,7 +576,7 @@ def test_create_trade_limit_reached(default_conf, ticker, limit_buy_order,
     patch_get_signal(freqtrade)
 
     assert not freqtrade.create_trade('ETH/BTC')
-    assert freqtrade.get_trade_stake_amount('ETH/BTC') is None
+    assert freqtrade.get_trade_stake_amount('ETH/BTC') == 0
 
 
 def test_enter_positions_no_pairs_left(default_conf, ticker, limit_buy_order, fee,

From b37f34ff5bc5d2a3399af6c29814031f3bb5f6cf Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 5 Jan 2020 13:25:11 +0100
Subject: [PATCH 0227/1106] Implement amend_last_stake_amount

---
 config_full.json.example  |  1 +
 docs/configuration.md     | 17 +++++++++++++++++
 freqtrade/constants.py    |  2 ++
 freqtrade/freqtradebot.py |  3 +++
 4 files changed, 23 insertions(+)

diff --git a/config_full.json.example b/config_full.json.example
index 981fc5209..f39abb00c 100644
--- a/config_full.json.example
+++ b/config_full.json.example
@@ -5,6 +5,7 @@
     "tradable_balance_ratio": 0.99,
     "fiat_display_currency": "USD",
     "amount_reserve_percent" : 0.05,
+    "amend_last_stake_amount": false,
     "dry_run": false,
     "ticker_interval": "5m",
     "trailing_stop": false,
diff --git a/docs/configuration.md b/docs/configuration.md
index 3b8760366..9a05eea2d 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -44,6 +44,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `stake_currency` | **Required.** Crypto-currency used for trading. [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
 | `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#configuring-amount-per-trade). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Positive float or `"unlimited"`.*
 | `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.99` 99%).*<br> ***Datatype:*** *Positive float between `0.1` and `1.0`.*
+| `amend_last_stake_amount` | **Required.** Use reduced last stake amount if necessary. [More information below](#configuring-amount-per-trade). <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
 | `amount_reserve_percent` | Reserve some amount in min pair stake amount. The bot will reserve `amount_reserve_percent` + stoploss value when calculating min pair stake amount in order to avoid possible trade refusals. <br>*Defaults to `0.05` (5%).* <br> ***Datatype:*** *Positive Float as ratio.*
 | `ticker_interval` | The ticker interval to use (e.g `1m`, `5m`, `15m`, `30m`, `1h` ...). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
 | `fiat_display_currency` | Fiat currency used to show your profits. [More information below](#what-values-can-be-used-for-fiat_display_currency). <br> ***Datatype:*** *String*
@@ -146,6 +147,22 @@ For example, if you have 10 ETH available in your wallet on the exchange and `tr
 !!! Warning
     `tradable_balance_ratio` applies to the current balance (free balance + tied up in trades). Therefore, assuming a starting balance of 1000, a configuration of `tradable_balance_ratio=0.99` will not guarantee that 10 units will always remain available on the exchange. The free amount may reduce to 5 units if the total balance is reduce to 500 (either by a losing streak, or by withdrawing balance).
 
+#### Amend last stake amount
+
+Assuming we have a `balance=1000` (USDT), `stake_amount=400`, and `max_open_trades=3`.
+The bot would open 2 trades, and will be unable to fill the last trading slot, since the requested 400 USDT are no longer available, since 800 USDT are already tied in other trades.
+
+To overcome this, the option `amend_last_stake_amount` can be set to `True`, which will enable the bot to reduce stake_amount to the available balance in order to fill the last trade slot.
+
+In the example above this would mean:
+
+- Trade1: 400 USDT
+- Trade2: 400 USDT
+- Trade3: 200 USDT
+
+!!! Note
+   This option only applies with [Static stake amount](#static-stake-amount) - since [Dynamic stake amount](#dynamic-stake-amount) divides the balances evenly.
+
 #### Static stake amount
 
 The `stake_amount` configuration statically configures the amount of stake-currency your bot will use for each trade.
diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index ca4f3cf36..a1bd70183 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -79,6 +79,7 @@ CONF_SCHEMA = {
             'maximum': 1,
             'default': 0.99
         },
+        'amend_last_stake_amount': {'type': 'boolean', 'default': False},
         'fiat_display_currency': {'type': 'string', 'enum': SUPPORTED_FIAT},
         'dry_run': {'type': 'boolean'},
         'dry_run_wallet': {'type': 'number', 'default': DRY_RUN_WALLET},
@@ -282,6 +283,7 @@ SCHEMA_TRADE_REQUIRED = [
     'max_open_trades',
     'stake_currency',
     'stake_amount',
+    'tradable_balance_ratio',
     'dry_run',
     'dry_run_wallet',
     'bid_strategy',
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 6c02844f1..5aacdc587 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -308,6 +308,9 @@ class FreqtradeBot:
         """
         available_amount = self._get_available_stake_amount()
 
+        if self.config['amend_last_stake_amount']:
+            stake_amount = min(stake_amount, available_amount)
+
         if available_amount < stake_amount:
             raise DependencyException(
                 f"Available balance ({available_amount} {self.config['stake_currency']}) is "

From ca054799d065af3bf745867bcb20c06fde06aa5a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 5 Jan 2020 13:25:21 +0100
Subject: [PATCH 0228/1106] Add tests for amend_last_stake_amount

---
 tests/test_freqtradebot.py | 34 ++++++++++++++++++++++++++++++++++
 1 file changed, 34 insertions(+)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index dc74e507c..6d794fc05 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -140,11 +140,45 @@ def test_get_trade_stake_amount(default_conf, ticker, mocker) -> None:
     assert result == default_conf['stake_amount']
 
 
+@pytest.mark.parametrize("amend_last,wallet,max_open,expected", [
+                        (False, 0.002, 2, [0.001, None]),
+                        (True, 0.002, 2, [0.001, 0.00098]),
+                        (False, 0.003, 3, [0.001, 0.001, None]),
+                        (True, 0.003, 3, [0.001, 0.001, 0.00097]),
+                        ])
+def test_check_available_stake_amount(default_conf, ticker, mocker, fee, limit_buy_order,
+                                      amend_last, wallet, max_open, expected) -> None:
+    patch_RPCManager(mocker)
+    patch_exchange(mocker)
+    mocker.patch.multiple(
+        'freqtrade.exchange.Exchange',
+        fetch_ticker=ticker,
+        get_balance=MagicMock(return_value=default_conf['stake_amount'] * 2),
+        buy=MagicMock(return_value={'id': limit_buy_order['id']}),
+        get_fee=fee
+    )
+    default_conf['dry_run_wallet'] = wallet
+
+    default_conf['amend_last_stake_amount'] = amend_last
+    freqtrade = FreqtradeBot(default_conf)
+
+    for i in range(0, max_open):
+
+        if expected[i] is not None:
+            result = freqtrade.get_trade_stake_amount('ETH/BTC')
+            assert pytest.approx(result) == expected[i]
+            freqtrade.execute_buy('ETH/BTC', result)
+        else:
+            with pytest.raises(DependencyException):
+                freqtrade.get_trade_stake_amount('ETH/BTC')
+
+
 def test_get_trade_stake_amount_no_stake_amount(default_conf, mocker) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     patch_wallet(mocker, free=default_conf['stake_amount'] * 0.5)
     freqtrade = FreqtradeBot(default_conf)
+    patch_get_signal(freqtrade)
 
     with pytest.raises(DependencyException, match=r'.*stake amount.*'):
         freqtrade.get_trade_stake_amount('ETH/BTC')

From 41945138ac569947ed5ae788aeb7d5486bfc2c2b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 5 Jan 2020 13:35:36 +0100
Subject: [PATCH 0229/1106] Converting pairs from filename to pair corrected

---
 freqtrade/data/history/jsondatahandler.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/data/history/jsondatahandler.py b/freqtrade/data/history/jsondatahandler.py
index 7da1477af..17b9fd7d7 100644
--- a/freqtrade/data/history/jsondatahandler.py
+++ b/freqtrade/data/history/jsondatahandler.py
@@ -30,7 +30,7 @@ class JsonDataHandler(IDataHandler):
         _tmp = [re.search(r'^(\S+)(?=\-' + timeframe + '.json)', p.name)
                 for p in datadir.glob(f"*{timeframe}.{cls._get_file_extension()}")]
         # Check if regex found something and only return these results
-        return [misc.pair_to_filename(match[0]) for match in _tmp if match]
+        return [match[0].replace('_', '/') for match in _tmp if match]
 
     def ohlcv_store(self, pair: str, timeframe: str, data: DataFrame) -> None:
         """
@@ -109,7 +109,7 @@ class JsonDataHandler(IDataHandler):
         _tmp = [re.search(r'^(\S+)(?=\-trades.json)', p.name)
                 for p in datadir.glob(f"*trades.{cls._get_file_extension()}")]
         # Check if regex found something and only return these results to avoid exceptions.
-        return [misc.pair_to_filename(match[0]) for match in _tmp if match]
+        return [match[0].replace('_', '/') for match in _tmp if match]
 
     def trades_store(self, pair: str, data: List[Dict]) -> None:
         """

From d0ccfa1925006bf8be1365b69cb5a5efb0ff79f1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 5 Jan 2020 19:50:21 +0100
Subject: [PATCH 0230/1106] Explicitly given indicators should override
 plot_config

---
 freqtrade/plot/plotting.py | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index 1660371a1..dc4766a84 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -176,6 +176,12 @@ def create_plotconfig(indicators1: List[str], indicators2: List[str],
     :return: plot_config - eventually with indicators 1 and 2
     """
 
+    if plot_config:
+        if indicators1:
+            plot_config['main_plot'] = {ind: {} for ind in indicators1}
+        if indicators2:
+            plot_config['subplots'] = {'Other': {ind: {} for ind in indicators2}}
+
     if not plot_config:
         # If no indicators and no plot-config given, use defaults.
         if not indicators1:

From 888ea58df246186c68330de93b66d7c442e2bcee Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 5 Jan 2020 19:50:38 +0100
Subject: [PATCH 0231/1106] Add tests for new behaviour

---
 tests/test_plotting.py | 25 +++++++++++++++++++++++--
 1 file changed, 23 insertions(+), 2 deletions(-)

diff --git a/tests/test_plotting.py b/tests/test_plotting.py
index e5162bb17..78c01eb97 100644
--- a/tests/test_plotting.py
+++ b/tests/test_plotting.py
@@ -387,16 +387,37 @@ def test_plot_profit(default_conf, mocker, testdatadir, caplog):
 
 
 @pytest.mark.parametrize("ind1,ind2,plot_conf,exp", [
+    # No indicators, use plot_conf
     ([], [], {},
      {'main_plot': {'sma': {}, 'ema3': {}, 'ema5': {}},
       'subplots': {'Other': {'macd': {}, 'macdsignal': {}}}}),
+    # use indicators
     (['sma', 'ema3'], ['macd'], {},
-     {'main_plot': {'sma': {}, 'ema3': {}}, 'subplots': {'Other': {'macd': {}}}}
-     ),
+     {'main_plot': {'sma': {}, 'ema3': {}}, 'subplots': {'Other': {'macd': {}}}}),
+    # only main_plot - adds empty subplots
     ([], [], {'main_plot': {'sma': {}}},
      {'main_plot': {'sma': {}}, 'subplots': {}}),
+    # Main and subplots
+    ([], [], {'main_plot': {'sma': {}}, 'subplots': {'RSI': {'rsi': {'color': 'red'}}}},
+     {'main_plot': {'sma': {}}, 'subplots': {'RSI': {'rsi': {'color': 'red'}}}}),
+    # no main_plot, adds empty main_plot
     ([], [], {'subplots': {'RSI': {'rsi': {'color': 'red'}}}},
      {'main_plot': {}, 'subplots': {'RSI': {'rsi': {'color': 'red'}}}}),
+    # indicator 1 / 2 should have prevelance
+    (['sma', 'ema3'], ['macd'],
+     {'main_plot': {'sma': {}}, 'subplots': {'RSI': {'rsi': {'color': 'red'}}}},
+     {'main_plot': {'sma': {}, 'ema3': {}}, 'subplots': {'Other': {'macd': {}}}}
+     ),
+    # indicator 1 - overrides plot_config main_plot
+    (['sma', 'ema3'], [],
+     {'main_plot': {'sma': {}}, 'subplots': {'RSI': {'rsi': {'color': 'red'}}}},
+     {'main_plot': {'sma': {}, 'ema3': {}}, 'subplots': {'RSI': {'rsi': {'color': 'red'}}}}
+     ),
+    # indicator 2 - overrides plot_config subplots
+    ([], ['macd', 'macd_signal'],
+     {'main_plot': {'sma': {}}, 'subplots': {'RSI': {'rsi': {'color': 'red'}}}},
+     {'main_plot': {'sma': {}}, 'subplots': {'Other': {'macd': {}, 'macd_signal': {}}}}
+     ),
 ])
 def test_create_plotconfig(ind1, ind2, plot_conf, exp):
 

From b614964ba96fdee8b713d4e8ea7c1f6441d23cf8 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 6 Jan 2020 07:41:39 +0000
Subject: [PATCH 0232/1106] Bump pytest-mock from 1.13.0 to 2.0.0

Bumps [pytest-mock](https://github.com/pytest-dev/pytest-mock) from 1.13.0 to 2.0.0.
- [Release notes](https://github.com/pytest-dev/pytest-mock/releases)
- [Changelog](https://github.com/pytest-dev/pytest-mock/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest-mock/compare/v1.13.0...v2.0.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index 1357bba00..64402bb60 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -11,7 +11,7 @@ mypy==0.761
 pytest==5.3.2
 pytest-asyncio==0.10.0
 pytest-cov==2.8.1
-pytest-mock==1.13.0
+pytest-mock==2.0.0
 pytest-random-order==1.0.4
 
 # Convert jupyter notebooks to markdown documents

From aabeece4c096296bd6cfaf1efefdaced24620743 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 6 Jan 2020 07:42:19 +0000
Subject: [PATCH 0233/1106] Bump flake8-tidy-imports from 3.1.0 to 4.0.0

Bumps [flake8-tidy-imports](https://github.com/adamchainz/flake8-tidy-imports) from 3.1.0 to 4.0.0.
- [Release notes](https://github.com/adamchainz/flake8-tidy-imports/releases)
- [Changelog](https://github.com/adamchainz/flake8-tidy-imports/blob/master/HISTORY.rst)
- [Commits](https://github.com/adamchainz/flake8-tidy-imports/compare/3.1.0...4.0.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index 1357bba00..13bb62e48 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -6,7 +6,7 @@
 coveralls==1.9.2
 flake8==3.7.9
 flake8-type-annotations==0.1.0
-flake8-tidy-imports==3.1.0
+flake8-tidy-imports==4.0.0
 mypy==0.761
 pytest==5.3.2
 pytest-asyncio==0.10.0

From d846114d3cdbfa845069aa42f995905a74d86f03 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 6 Jan 2020 07:42:44 +0000
Subject: [PATCH 0234/1106] Bump scikit-learn from 0.22 to 0.22.1

Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 0.22 to 0.22.1.
- [Release notes](https://github.com/scikit-learn/scikit-learn/releases)
- [Commits](https://github.com/scikit-learn/scikit-learn/compare/0.22...0.22.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-hyperopt.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-hyperopt.txt b/requirements-hyperopt.txt
index 9b408dbed..43cad1a0e 100644
--- a/requirements-hyperopt.txt
+++ b/requirements-hyperopt.txt
@@ -3,7 +3,7 @@
 
 # Required for hyperopt
 scipy==1.4.1
-scikit-learn==0.22
+scikit-learn==0.22.1
 scikit-optimize==0.5.2
 filelock==3.0.12
 joblib==0.14.1

From 3c0d184097af10bad14b130af968a327daa92666 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 6 Jan 2020 07:43:06 +0000
Subject: [PATCH 0235/1106] Bump ccxt from 1.21.23 to 1.21.32

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.21.23 to 1.21.32.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/CHANGELOG.md)
- [Commits](https://github.com/ccxt/ccxt/compare/1.21.23...1.21.32)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index add1ea0fd..97161df8c 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.21.23
+ccxt==1.21.32
 SQLAlchemy==1.3.12
 python-telegram-bot==12.2.0
 arrow==0.15.4

From 6da97fafa8db18e8a58c01db894b67cf9a6e94cc Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 6 Jan 2020 11:45:12 +0000
Subject: [PATCH 0236/1106] Bump coveralls from 1.9.2 to 1.10.0

Bumps [coveralls](https://github.com/coveralls-clients/coveralls-python) from 1.9.2 to 1.10.0.
- [Release notes](https://github.com/coveralls-clients/coveralls-python/releases)
- [Changelog](https://github.com/coveralls-clients/coveralls-python/blob/master/CHANGELOG.md)
- [Commits](https://github.com/coveralls-clients/coveralls-python/compare/1.9.2...1.10.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index 13bb62e48..5cc2e39f2 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -3,7 +3,7 @@
 -r requirements-plot.txt
 -r requirements-hyperopt.txt
 
-coveralls==1.9.2
+coveralls==1.10.0
 flake8==3.7.9
 flake8-type-annotations==0.1.0
 flake8-tidy-imports==4.0.0

From 6ac7dcf5e9f52735e20f9ae2b9c82b23523efbdf Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 6 Jan 2020 11:45:22 +0000
Subject: [PATCH 0237/1106] Bump arrow from 0.15.4 to 0.15.5

Bumps [arrow](https://github.com/crsmithdev/arrow) from 0.15.4 to 0.15.5.
- [Release notes](https://github.com/crsmithdev/arrow/releases)
- [Changelog](https://github.com/crsmithdev/arrow/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/crsmithdev/arrow/compare/0.15.4...0.15.5)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 97161df8c..c10536603 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -3,7 +3,7 @@
 ccxt==1.21.32
 SQLAlchemy==1.3.12
 python-telegram-bot==12.2.0
-arrow==0.15.4
+arrow==0.15.5
 cachetools==4.0.0
 requests==2.22.0
 urllib3==1.25.7

From 2b3f2e5fa817088c04267c5a488aa371812be1c4 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 6 Jan 2020 12:55:12 +0100
Subject: [PATCH 0238/1106] Add first version of documentation

---
 docs/plotting.md | 56 ++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 56 insertions(+)

diff --git a/docs/plotting.md b/docs/plotting.md
index ba737562f..5b5199821 100644
--- a/docs/plotting.md
+++ b/docs/plotting.md
@@ -120,6 +120,62 @@ To plot trades from a backtesting result, use `--export-filename <filename>`
 freqtrade plot-dataframe --strategy AwesomeStrategy --export-filename user_data/backtest_results/backtest-result.json -p BTC/ETH
 ```
 
+### Plot dataframe basics
+
+![plot-dataframe](assets/plot-dataframe.png)
+
+plot-dataframe will require backtesting data, a strategy as well as either a backtesting-results file or a Database file, containing trades corresponding to the strategy.
+
+The resulting plot will have the following elements:
+
+* Green triangles: Buy signals from the strategy. (Note: not every Buy-signal also generates a trade)
+* Red triangles: Sell signals from the strategy.
+* Cyan Circles: Trade entry
+* Red Square: Trade exit for loss or 0% profit
+* Green Square: Trade exit for profit
+* Indicators corresponding to the candle scale (e.g. SMA/EMA), as specified with `--indicators1`.
+* Indicators with different scales (e.g. MACD, RSI) below the volume bars, as specified via `--indicators2`.
+* Volume (bar chart at the bottom of the main chart)
+
+#### Advanced Plot configuration
+
+An advanced plot-configuration can be specified in the strategy.
+
+This configuration allows to specify fixed colors (otherwise consecutive plots may produce different colorschemes each time, making comparisons diffiult.).
+It also allows multiple subplots to display both MACD and RSI at the same time.
+
+Additional features when using plot_config:
+
+* Specify colors per indicator
+* Specify additional subplots
+
+Sample configuration with inline comments explaining the process:
+
+``` python
+    plot_config = {
+        'main_plot': {
+            # Configuration for main plot indicators.
+            # Specifies `ema10` to be red, and `ema50` to be a shade of gray
+            'ema10': {'color': 'red'},
+            'ema50': {'color': '#CCCCCC'},
+        },
+        'subplots': {
+            # Create subplot MACD
+            "MACD": {
+                'macd': {'color': 'blue'},
+                'macdsignal': {'color': 'orange'},
+            },
+            # Additional subplot RSI
+            "RSI": {
+                'rsi': {'color': 'red'},
+            }
+        }
+    }
+```
+
+!!! Note
+    The above configuration assumes that `ema10`, `ema50`, `macd`, `macdsignal` and `rsi` are columns in the DataFrame created by the strategy.
+
 ## Plot profit
 
 ![plot-profit](assets/plot-profit.png)

From 3883d18b8acd80fd541ffb2a69b9a1136d7341ec Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 6 Jan 2020 12:59:17 +0100
Subject: [PATCH 0239/1106] Add bollinger note

---
 docs/plotting.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/docs/plotting.md b/docs/plotting.md
index 5b5199821..dade97968 100644
--- a/docs/plotting.md
+++ b/docs/plotting.md
@@ -137,6 +137,9 @@ The resulting plot will have the following elements:
 * Indicators with different scales (e.g. MACD, RSI) below the volume bars, as specified via `--indicators2`.
 * Volume (bar chart at the bottom of the main chart)
 
+!!! Note "Bollinger Bands"
+    Bollinger bands are automatically added to the plot if the columns `bb_lowerband` and `bb_upperband` exist, and are painted as a light blue Area spanning from the lower band to the upper band.
+
 #### Advanced Plot configuration
 
 An advanced plot-configuration can be specified in the strategy.

From c3fd894a6c25c709f284b8d529408408256fb505 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 7 Jan 2020 07:16:31 +0100
Subject: [PATCH 0240/1106] Regenerate plots with new settings

---
 docs/assets/plot-dataframe.png  | Bin 177349 -> 216176 bytes
 docs/assets/plot-dataframe2.png | Bin 0 -> 195009 bytes
 docs/plotting.md                |   2 +-
 freqtrade/plot/plotting.py      |   4 ++--
 4 files changed, 3 insertions(+), 3 deletions(-)
 create mode 100644 docs/assets/plot-dataframe2.png

diff --git a/docs/assets/plot-dataframe.png b/docs/assets/plot-dataframe.png
index eb90a173469bafbd11afd28c31c8e3eccd9b9e5b..6310b23b4b8198734173b011bce7c7d079ac3fec 100644
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zdEL{ZGtaV?zgPD#TH^>EtSS5lI}N459+xU)Qy-s$%jV~soXU&YK<PTfDVPtp(3oRd
zyo?uR)-5+ZUCY(;J~H8mKHZP{GS9AY;pd=Ct^r+$4=6lkHnSTi`2s3(+S|o1Qz1n1
z!ynbGHomn1d4<wGzJI0kgxg(TSI<bS5<(|>Wn8EVWs_$A8N(m^Rs;IW%ixUf+}n;R
zL50@6$AtKXivlX1_(#nQL=5J4ABFLo#6>#A?EYWef@BQ?w43n=NsRJ;&0iXjBAV2P
z1)wpH$o`ib`)}j;LspzgK{YhG+QHj@bNBxY;lJNVLn+8uL7SO@BH({hod0?A|3g<#
Z{Fj}KN`_uxy<ng}Nl`hGav=l%{|9-dMpFO)

literal 0
HcmV?d00001

diff --git a/docs/plotting.md b/docs/plotting.md
index dade97968..a3d886473 100644
--- a/docs/plotting.md
+++ b/docs/plotting.md
@@ -122,7 +122,7 @@ freqtrade plot-dataframe --strategy AwesomeStrategy --export-filename user_data/
 
 ### Plot dataframe basics
 
-![plot-dataframe](assets/plot-dataframe.png)
+![plot-dataframe2](assets/plot-dataframe2.png)
 
 plot-dataframe will require backtesting data, a strategy as well as either a backtesting-results file or a Database file, containing trades corresponding to the strategy.
 
diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index dc4766a84..5301d762d 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -429,8 +429,8 @@ def load_and_plot_trades(config: Dict[str, Any]):
             pair=pair,
             data=dataframe,
             trades=trades_pair,
-            indicators1=config["indicators1"],
-            indicators2=config["indicators2"],
+            indicators1=config.get("indicators1", []),
+            indicators2=config.get("indicators2", []),
             plot_config=strategy.plot_config if hasattr(strategy, 'plot_config') else {}
         )
 

From c9b0b4c7a4bf2cda38cadadb58f5cdd881cf5eb6 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 8 Jan 2020 19:35:00 +0100
Subject: [PATCH 0241/1106] Add plot_config to optional plot

---
 docs/plotting.md                               |  2 ++
 freqtrade/templates/base_strategy.py.j2        |  2 +-
 freqtrade/templates/sample_strategy.py         | 16 ++++++++++++++++
 .../templates/subtemplates/plot_config_full.j2 | 18 ++++++++++++++++++
 .../subtemplates/plot_config_minimal.j2        |  0
 freqtrade/utils.py                             |  2 ++
 6 files changed, 39 insertions(+), 1 deletion(-)
 create mode 100644 freqtrade/templates/subtemplates/plot_config_full.j2
 create mode 100644 freqtrade/templates/subtemplates/plot_config_minimal.j2

diff --git a/docs/plotting.md b/docs/plotting.md
index a3d886473..2f084b66a 100644
--- a/docs/plotting.md
+++ b/docs/plotting.md
@@ -161,6 +161,8 @@ Sample configuration with inline comments explaining the process:
             # Specifies `ema10` to be red, and `ema50` to be a shade of gray
             'ema10': {'color': 'red'},
             'ema50': {'color': '#CCCCCC'},
+            # By omitting color, a random color is selected.
+            'sar': {},
         },
         'subplots': {
             # Create subplot MACD
diff --git a/freqtrade/templates/base_strategy.py.j2 b/freqtrade/templates/base_strategy.py.j2
index 32573ec9e..fbf083387 100644
--- a/freqtrade/templates/base_strategy.py.j2
+++ b/freqtrade/templates/base_strategy.py.j2
@@ -78,7 +78,7 @@ class {{ strategy }}(IStrategy):
         'buy': 'gtc',
         'sell': 'gtc'
     }
-
+    {{ plot_config | indent(4) }}
     def informative_pairs(self):
         """
         Define additional, informative pair/interval combinations to be cached from the exchange.
diff --git a/freqtrade/templates/sample_strategy.py b/freqtrade/templates/sample_strategy.py
index 228e56b82..92f6aefba 100644
--- a/freqtrade/templates/sample_strategy.py
+++ b/freqtrade/templates/sample_strategy.py
@@ -80,6 +80,22 @@ class SampleStrategy(IStrategy):
         'sell': 'gtc'
     }
 
+    plot_config = {
+        'main_plot': {
+            'tema': {},
+            'sar': {'color': 'white'},
+        },
+        'subplots': {
+            "MACD": {
+                'macd': {'color': 'blue'},
+                'macdsignal': {'color': 'orange'},
+            },
+            "RSI": {
+                'rsi': {'color': 'red'},
+            }
+        }
+    }
+
     def informative_pairs(self):
         """
         Define additional, informative pair/interval combinations to be cached from the exchange.
diff --git a/freqtrade/templates/subtemplates/plot_config_full.j2 b/freqtrade/templates/subtemplates/plot_config_full.j2
new file mode 100644
index 000000000..ab02c7892
--- /dev/null
+++ b/freqtrade/templates/subtemplates/plot_config_full.j2
@@ -0,0 +1,18 @@
+
+plot_config = {
+    # Main plot indicators (Moving averages, ...)
+    'main_plot': {
+        'tema': {},
+        'sar': {'color': 'white'},
+    },
+    'subplots': {
+        # Subplots - each dict defines one additional plot
+        "MACD": {
+            'macd': {'color': 'blue'},
+            'macdsignal': {'color': 'orange'},
+        },
+        "RSI": {
+            'rsi': {'color': 'red'},
+        }
+    }
+}
diff --git a/freqtrade/templates/subtemplates/plot_config_minimal.j2 b/freqtrade/templates/subtemplates/plot_config_minimal.j2
new file mode 100644
index 000000000..e69de29bb
diff --git a/freqtrade/utils.py b/freqtrade/utils.py
index 9fe15aea6..2f7b2d717 100644
--- a/freqtrade/utils.py
+++ b/freqtrade/utils.py
@@ -102,12 +102,14 @@ def deploy_new_strategy(strategy_name, strategy_path: Path, subtemplate: str):
     indicators = render_template(templatefile=f"subtemplates/indicators_{subtemplate}.j2",)
     buy_trend = render_template(templatefile=f"subtemplates/buy_trend_{subtemplate}.j2",)
     sell_trend = render_template(templatefile=f"subtemplates/sell_trend_{subtemplate}.j2",)
+    plot_config = render_template(templatefile=f"subtemplates/plot_config_{subtemplate}.j2",)
 
     strategy_text = render_template(templatefile='base_strategy.py.j2',
                                     arguments={"strategy": strategy_name,
                                                "indicators": indicators,
                                                "buy_trend": buy_trend,
                                                "sell_trend": sell_trend,
+                                               "plot_config": plot_config,
                                                })
 
     logger.info(f"Writing strategy to `{strategy_path}`.")

From db34cb1b75bb64f61bba371e43661dd8f67937b8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 8 Jan 2020 19:41:34 +0100
Subject: [PATCH 0242/1106] Do some adjustments to the wording of the index.md
 section

---
 docs/index.md | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/docs/index.md b/docs/index.md
index 5871479d9..3bde10707 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -22,13 +22,13 @@ Freqtrade is a crypto-currency algorithmic trading software develop in python (3
 
 ## Features
 
- 1. Download markets datas : download historical datas of the exchange and the markets your may want to trade with. 
- 2. Select markets : create your list or use an automatic one based on top traded volume (not available during backtesting). You can blacklist markets you don't want to trade.
- 3. Backtest : Test your strategy on past datas (based on [ohcl](https://en.wikipedia.org/wiki/Open-high-low-close_chart) candles).
- 4. Optimize : Find the best parameters for your strategy (use machining learning). You can optimize buy, sell, take profit and stop-loss.
- 5. Run : Run the bot on exchange without playing money (dry-run) or with money (live).
- 6. Run using edge (optionnal module) : the concept is to find the best historical [trade expectancy](https://www.freqtrade.io/en/latest/edge/#expectancy) by markets based on variation of the stop-loss and then allow/reject markets to trade (the sizing of the trade is based on a risk of a percentage of your capital)
- 7. Control/Monitor/Analyse : use Telegram or a REST API (start/stop the bot, profit/loss, daily summary, current open trades results...). Futher analysis can be done as trades are saved (SQLite database)
+ 1. Download market data: Download historical data of the exchange and the markets your may want to trade with.
+ 2. Select markets: Create your list or use an automatic one based on top traded volume (not available during backtesting). You can blacklist markets you don't want to trade.
+ 3. Backtest: Test your strategy on past data (based on [ohlcv](https://en.wikipedia.org/wiki/Open-high-low-close_chart) candles).
+ 4. Optimize: Find the best parameters for your strategy using machining learning. You can optimize buy, sell, take profit (ROI) and stop-loss.
+ 5. Run: Run the bot on exchange with simulated money (dry-run) or with real money (live).
+ 6. Run using edge (optional module): The concept is to find the best historical [trade expectancy](https://www.freqtrade.io/en/latest/edge/#expectancy) by markets based on variation of the stop-loss and then allow/reject markets to trade (the sizing of the trade is based on a risk of a percentage of your capital).
+ 7. Control/Monitor/Analyse: Use Telegram or a REST API (start/stop the bot, profit/loss, daily summary, current open trades results...). Futher analysis can be done as trades are saved (SQLite database).
 
 ## Requirements
 

From 9559cb988ef49b68374373f6da8c9d1c88cd7d0e Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Thu, 9 Jan 2020 04:12:43 +0300
Subject: [PATCH 0243/1106] reworked

---
 docs/index.md | 25 ++++++++++++++-----------
 1 file changed, 14 insertions(+), 11 deletions(-)

diff --git a/docs/index.md b/docs/index.md
index 3bde10707..3293999b7 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -11,8 +11,11 @@
 <a class="github-button" href="https://github.com/freqtrade/freqtrade/archive/master.zip" data-icon="octicon-cloud-download" data-size="large" aria-label="Download freqtrade/freqtrade on GitHub">Download</a>
 <!-- Place this tag where you want the button to render. -->
 <a class="github-button" href="https://github.com/freqtrade" data-size="large" aria-label="Follow @freqtrade on GitHub">Follow @freqtrade</a>
+
 ## Introduction
-Freqtrade is a crypto-currency algorithmic trading software develop in python (3.6+) supported on windows, macOs and Linux.
+
+Freqtrade is a crypto-currency algorithmic trading software developed in python (3.6+) and supported on Windows, macOS and Linux.
+
 !!! Danger "DISCLAIMER"
     This software is for educational purposes only. Do not risk money which you are afraid to lose. USE THE SOFTWARE AT YOUR OWN RISK. THE AUTHORS AND ALL AFFILIATES ASSUME NO RESPONSIBILITY FOR YOUR TRADING RESULTS.
 
@@ -22,13 +25,13 @@ Freqtrade is a crypto-currency algorithmic trading software develop in python (3
 
 ## Features
 
- 1. Download market data: Download historical data of the exchange and the markets your may want to trade with.
- 2. Select markets: Create your list or use an automatic one based on top traded volume (not available during backtesting). You can blacklist markets you don't want to trade.
- 3. Backtest: Test your strategy on past data (based on [ohlcv](https://en.wikipedia.org/wiki/Open-high-low-close_chart) candles).
- 4. Optimize: Find the best parameters for your strategy using machining learning. You can optimize buy, sell, take profit (ROI) and stop-loss.
- 5. Run: Run the bot on exchange with simulated money (dry-run) or with real money (live).
- 6. Run using edge (optional module): The concept is to find the best historical [trade expectancy](https://www.freqtrade.io/en/latest/edge/#expectancy) by markets based on variation of the stop-loss and then allow/reject markets to trade (the sizing of the trade is based on a risk of a percentage of your capital).
- 7. Control/Monitor/Analyse: Use Telegram or a REST API (start/stop the bot, profit/loss, daily summary, current open trades results...). Futher analysis can be done as trades are saved (SQLite database).
+- Download market data: Download historical data of the exchange and the markets your may want to trade with. The historical data can be based on [OHLCV](https://en.wikipedia.org/wiki/Open-high-low-close_chart) candles or be trade ticks (for exchanges that support this).
+- Select markets: Create your static list or use an automatic one based on top traded volumes and/or prices (not available during backtesting). You can also explicitly blacklist markets you don't want to trade.
+- Backtest: Test your strategy on downloaded historical data.
+- Optimize: Find the best parameters for your strategy using hyperoptimization which employs machining learning methods. You can optimize buy, sell, take profit (ROI), stop-loss and trailing stop-loss parameters for your strategy.
+- Run: Run the bot on exchange with simulated money (Dry-Run mode) or with real money (Live-Trade mode).
+- Run using Edge (optional module): The concept is to find the best historical [trade expectancy](https://www.freqtrade.io/en/latest/edge/#expectancy) by markets based on variation of the stop-loss and then allow/reject markets to trade. The sizing of the trade is based on a risk of a percentage of your capital.
+- Control/Monitor/Analyse: Use Telegram or a REST API (start/stop the bot, show profit/loss, daily summary, current open trades results, etc.) Further analysis can be done as trades are saved (SQLite persistence database).
 
 ## Requirements
 
@@ -55,10 +58,10 @@ To run this bot we recommend you a cloud instance with a minimum of:
 
 ## Support
 
-Help / Slack
-For any questions not covered by the documentation or for further information about the bot, we encourage you to join our Slack channel.
+### Help / Slack
+For any questions not covered by the documentation or for further information about the bot, we encourage you to join our passionate  Slack community.
 
-Click [here](https://join.slack.com/t/highfrequencybot/shared_invite/enQtNjU5ODcwNjI1MDU3LTU1MTgxMjkzNmYxNWE1MDEzYzQ3YmU4N2MwZjUyNjJjODRkMDVkNjg4YTAyZGYzYzlhOTZiMTE4ZjQ4YzM0OGE) to join Slack channel.
+Click [here](https://join.slack.com/t/highfrequencybot/shared_invite/enQtNjU5ODcwNjI1MDU3LTU1MTgxMjkzNmYxNWE1MDEzYzQ3YmU4N2MwZjUyNjJjODRkMDVkNjg4YTAyZGYzYzlhOTZiMTE4ZjQ4YzM0OGE) to join the Freqtrade Slack channel.
 
 ## Ready to try?
 

From cee8f3349e043b721d2c2b8ae6a6536544609d57 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Thu, 9 Jan 2020 04:16:57 +0300
Subject: [PATCH 0244/1106] rearrange features -- move Run to the top

---
 docs/index.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/index.md b/docs/index.md
index 3293999b7..8c1a8fcc6 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -25,11 +25,11 @@ Freqtrade is a crypto-currency algorithmic trading software developed in python
 
 ## Features
 
-- Download market data: Download historical data of the exchange and the markets your may want to trade with. The historical data can be based on [OHLCV](https://en.wikipedia.org/wiki/Open-high-low-close_chart) candles or be trade ticks (for exchanges that support this).
+- Run: Run the bot on exchange with simulated money (Dry-Run mode) or with real money (Live-Trade mode).
 - Select markets: Create your static list or use an automatic one based on top traded volumes and/or prices (not available during backtesting). You can also explicitly blacklist markets you don't want to trade.
+- Download market data: Download historical data of the exchange and the markets your may want to trade with. The historical data can be based on [OHLCV](https://en.wikipedia.org/wiki/Open-high-low-close_chart) candles or be trade ticks (for exchanges that support this).
 - Backtest: Test your strategy on downloaded historical data.
 - Optimize: Find the best parameters for your strategy using hyperoptimization which employs machining learning methods. You can optimize buy, sell, take profit (ROI), stop-loss and trailing stop-loss parameters for your strategy.
-- Run: Run the bot on exchange with simulated money (Dry-Run mode) or with real money (Live-Trade mode).
 - Run using Edge (optional module): The concept is to find the best historical [trade expectancy](https://www.freqtrade.io/en/latest/edge/#expectancy) by markets based on variation of the stop-loss and then allow/reject markets to trade. The sizing of the trade is based on a risk of a percentage of your capital.
 - Control/Monitor/Analyse: Use Telegram or a REST API (start/stop the bot, show profit/loss, daily summary, current open trades results, etc.) Further analysis can be done as trades are saved (SQLite persistence database).
 

From 135487b2c98b541bb1ba45c96ddabe975fb77a52 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 9 Jan 2020 06:35:05 +0100
Subject: [PATCH 0245/1106] SPlit control and Analyse feature into 2 seperate
 points

---
 docs/index.md | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/docs/index.md b/docs/index.md
index 8c1a8fcc6..1c292b21d 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -30,8 +30,9 @@ Freqtrade is a crypto-currency algorithmic trading software developed in python
 - Download market data: Download historical data of the exchange and the markets your may want to trade with. The historical data can be based on [OHLCV](https://en.wikipedia.org/wiki/Open-high-low-close_chart) candles or be trade ticks (for exchanges that support this).
 - Backtest: Test your strategy on downloaded historical data.
 - Optimize: Find the best parameters for your strategy using hyperoptimization which employs machining learning methods. You can optimize buy, sell, take profit (ROI), stop-loss and trailing stop-loss parameters for your strategy.
-- Run using Edge (optional module): The concept is to find the best historical [trade expectancy](https://www.freqtrade.io/en/latest/edge/#expectancy) by markets based on variation of the stop-loss and then allow/reject markets to trade. The sizing of the trade is based on a risk of a percentage of your capital.
-- Control/Monitor/Analyse: Use Telegram or a REST API (start/stop the bot, show profit/loss, daily summary, current open trades results, etc.) Further analysis can be done as trades are saved (SQLite persistence database).
+- Run using Edge (optional module): The concept is to find the best historical [trade expectancy](edge.md#expectancy) by markets based on variation of the stop-loss and then allow/reject markets to trade. The sizing of the trade is based on a risk of a percentage of your capital.
+- Control/Monitor: Use Telegram or a REST API (start/stop the bot, show profit/loss, daily summary, current open trades results, etc.).
+- Analyse: Further analysis can be possibilities on either Backtesting data or Freqtrade trading history (SQL database), including automated standard plots, and methods to load the data into [interactive environments](data-analysis.md).
 
 ## Requirements
 

From 7461b5dc02b14b5ce731188e8d0f3215d3da0fd3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 9 Jan 2020 06:37:18 +0100
Subject: [PATCH 0246/1106] Mention custom strategy in features

---
 docs/index.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/docs/index.md b/docs/index.md
index 1c292b21d..b664552bc 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -28,6 +28,7 @@ Freqtrade is a crypto-currency algorithmic trading software developed in python
 - Run: Run the bot on exchange with simulated money (Dry-Run mode) or with real money (Live-Trade mode).
 - Select markets: Create your static list or use an automatic one based on top traded volumes and/or prices (not available during backtesting). You can also explicitly blacklist markets you don't want to trade.
 - Download market data: Download historical data of the exchange and the markets your may want to trade with. The historical data can be based on [OHLCV](https://en.wikipedia.org/wiki/Open-high-low-close_chart) candles or be trade ticks (for exchanges that support this).
+- Strategy: Write your strategy in python, using [pandas](https://pandas.pydata.org/). Example strategies to inspire you are available in the [strategy repository](https://github.com/freqtrade/freqtrade-strategies).
 - Backtest: Test your strategy on downloaded historical data.
 - Optimize: Find the best parameters for your strategy using hyperoptimization which employs machining learning methods. You can optimize buy, sell, take profit (ROI), stop-loss and trailing stop-loss parameters for your strategy.
 - Run using Edge (optional module): The concept is to find the best historical [trade expectancy](edge.md#expectancy) by markets based on variation of the stop-loss and then allow/reject markets to trade. The sizing of the trade is based on a risk of a percentage of your capital.

From 989ab646a9ec1367b3eef17d8740c6bc7c84a4f2 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 9 Jan 2020 06:46:39 +0100
Subject: [PATCH 0247/1106] Add profit % to sell_reason table

---
 freqtrade/optimize/backtest_reports.py  | 10 ++++++----
 tests/optimize/test_backtest_reports.py | 12 ++++++------
 2 files changed, 12 insertions(+), 10 deletions(-)

diff --git a/freqtrade/optimize/backtest_reports.py b/freqtrade/optimize/backtest_reports.py
index 5778747cf..555250760 100644
--- a/freqtrade/optimize/backtest_reports.py
+++ b/freqtrade/optimize/backtest_reports.py
@@ -66,11 +66,13 @@ def generate_text_table_sell_reason(data: Dict[str, Dict], results: DataFrame) -
     :return: pretty printed table with tabulate as string
     """
     tabular_data = []
-    headers = ['Sell Reason', 'Count', 'Profit', 'Loss']
+    headers = ['Sell Reason', 'Count', 'Profit', 'Loss', 'Profit %']
     for reason, count in results['sell_reason'].value_counts().iteritems():
-        profit = len(results[(results['sell_reason'] == reason) & (results['profit_abs'] >= 0)])
-        loss = len(results[(results['sell_reason'] == reason) & (results['profit_abs'] < 0)])
-        tabular_data.append([reason.value, count, profit, loss])
+        result = results.loc[results['sell_reason'] == reason]
+        profit = len(result[result['profit_abs'] >= 0])
+        loss = len(result[results['profit_abs'] < 0])
+        profit_mean = round(result['profit_percent'].mean() * 100.0, 2)
+        tabular_data.append([reason.value, count, profit, loss, profit_mean])
     return tabulate(tabular_data, headers=headers, tablefmt="pipe")
 
 
diff --git a/tests/optimize/test_backtest_reports.py b/tests/optimize/test_backtest_reports.py
index 726202517..107389a42 100644
--- a/tests/optimize/test_backtest_reports.py
+++ b/tests/optimize/test_backtest_reports.py
@@ -39,8 +39,8 @@ def test_generate_text_table_sell_reason(default_conf, mocker):
     results = pd.DataFrame(
         {
             'pair': ['ETH/BTC', 'ETH/BTC', 'ETH/BTC'],
-            'profit_percent': [0.1, 0.2, -0.3],
-            'profit_abs': [0.2, 0.4, -0.5],
+            'profit_percent': [0.1, 0.2, -0.1],
+            'profit_abs': [0.2, 0.4, -0.2],
             'trade_duration': [10, 30, 10],
             'profit': [2, 0, 0],
             'loss': [0, 0, 1],
@@ -49,10 +49,10 @@ def test_generate_text_table_sell_reason(default_conf, mocker):
     )
 
     result_str = (
-        '| Sell Reason   |   Count |   Profit |   Loss |\n'
-        '|:--------------|--------:|---------:|-------:|\n'
-        '| roi           |       2 |        2 |      0 |\n'
-        '| stop_loss     |       1 |        0 |      1 |'
+        '| Sell Reason   |   Count |   Profit |   Loss |   Profit % |\n'
+        '|:--------------|--------:|---------:|-------:|-----------:|\n'
+        '| roi           |       2 |        2 |      0 |         15 |\n'
+        '| stop_loss     |       1 |        0 |      1 |        -10 |'
     )
     assert generate_text_table_sell_reason(
         data={'ETH/BTC': {}}, results=results) == result_str

From c475729c13c22b404c469dec6dbdb9256a312fb8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 9 Jan 2020 06:52:34 +0100
Subject: [PATCH 0248/1106] Extract edge reporting to optimize_reports

---
 freqtrade/optimize/backtesting.py             |  2 +-
 freqtrade/optimize/edge_cli.py                | 32 ++-----------------
 ...acktest_reports.py => optimize_reports.py} | 26 +++++++++++++++
 tests/optimize/test_backtest_reports.py       | 16 ++++++++--
 tests/optimize/test_edge_cli.py               | 14 --------
 5 files changed, 44 insertions(+), 46 deletions(-)
 rename freqtrade/optimize/{backtest_reports.py => optimize_reports.py} (83%)

diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index ae3fbed0a..18cc27ff4 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -18,7 +18,7 @@ from freqtrade.data.dataprovider import DataProvider
 from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import timeframe_to_minutes, timeframe_to_seconds
 from freqtrade.misc import file_dump_json
-from freqtrade.optimize.backtest_reports import (
+from freqtrade.optimize.optimize_reports import (
     generate_text_table, generate_text_table_sell_reason,
     generate_text_table_strategy)
 from freqtrade.persistence import Trade
diff --git a/freqtrade/optimize/edge_cli.py b/freqtrade/optimize/edge_cli.py
index 4944f1dbb..be19688d8 100644
--- a/freqtrade/optimize/edge_cli.py
+++ b/freqtrade/optimize/edge_cli.py
@@ -6,13 +6,12 @@ This module contains the edge backtesting interface
 import logging
 from typing import Any, Dict
 
-from tabulate import tabulate
-
 from freqtrade import constants
 from freqtrade.configuration import (TimeRange, remove_credentials,
                                      validate_config_consistency)
 from freqtrade.edge import Edge
-from freqtrade.resolvers import StrategyResolver, ExchangeResolver
+from freqtrade.optimize.optimize_reports import generate_edge_table
+from freqtrade.resolvers import ExchangeResolver, StrategyResolver
 
 logger = logging.getLogger(__name__)
 
@@ -44,33 +43,8 @@ class EdgeCli:
         self.edge._timerange = TimeRange.parse_timerange(None if self.config.get(
             'timerange') is None else str(self.config.get('timerange')))
 
-    def _generate_edge_table(self, results: dict) -> str:
-
-        floatfmt = ('s', '.10g', '.2f', '.2f', '.2f', '.2f', 'd', '.d')
-        tabular_data = []
-        headers = ['pair', 'stoploss', 'win rate', 'risk reward ratio',
-                   'required risk reward', 'expectancy', 'total number of trades',
-                   'average duration (min)']
-
-        for result in results.items():
-            if result[1].nb_trades > 0:
-                tabular_data.append([
-                    result[0],
-                    result[1].stoploss,
-                    result[1].winrate,
-                    result[1].risk_reward_ratio,
-                    result[1].required_risk_reward,
-                    result[1].expectancy,
-                    result[1].nb_trades,
-                    round(result[1].avg_trade_duration)
-                ])
-
-        # Ignore type as floatfmt does allow tuples but mypy does not know that
-        return tabulate(tabular_data, headers=headers,
-                        floatfmt=floatfmt, tablefmt="pipe")  # type: ignore
-
     def start(self) -> None:
         result = self.edge.calculate()
         if result:
             print('')  # blank line for readability
-            print(self._generate_edge_table(self.edge._cached_pairs))
+            print(generate_edge_table(self.edge._cached_pairs))
diff --git a/freqtrade/optimize/backtest_reports.py b/freqtrade/optimize/optimize_reports.py
similarity index 83%
rename from freqtrade/optimize/backtest_reports.py
rename to freqtrade/optimize/optimize_reports.py
index 555250760..ffc8c53d4 100644
--- a/freqtrade/optimize/backtest_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -107,3 +107,29 @@ def generate_text_table_strategy(stake_currency: str, max_open_trades: str,
     # Ignore type as floatfmt does allow tuples but mypy does not know that
     return tabulate(tabular_data, headers=headers,
                     floatfmt=floatfmt, tablefmt="pipe")  # type: ignore
+
+
+def generate_edge_table(results: dict) -> str:
+
+    floatfmt = ('s', '.10g', '.2f', '.2f', '.2f', '.2f', 'd', '.d')
+    tabular_data = []
+    headers = ['pair', 'stoploss', 'win rate', 'risk reward ratio',
+                'required risk reward', 'expectancy', 'total number of trades',
+                'average duration (min)']
+
+    for result in results.items():
+        if result[1].nb_trades > 0:
+            tabular_data.append([
+                result[0],
+                result[1].stoploss,
+                result[1].winrate,
+                result[1].risk_reward_ratio,
+                result[1].required_risk_reward,
+                result[1].expectancy,
+                result[1].nb_trades,
+                round(result[1].avg_trade_duration)
+            ])
+
+    # Ignore type as floatfmt does allow tuples but mypy does not know that
+    return tabulate(tabular_data, headers=headers,
+                    floatfmt=floatfmt, tablefmt="pipe")  # type: ignore
diff --git a/tests/optimize/test_backtest_reports.py b/tests/optimize/test_backtest_reports.py
index 107389a42..518b50d0f 100644
--- a/tests/optimize/test_backtest_reports.py
+++ b/tests/optimize/test_backtest_reports.py
@@ -1,7 +1,8 @@
 import pandas as pd
 
-from freqtrade.optimize.backtest_reports import (
-    generate_text_table, generate_text_table_sell_reason,
+from freqtrade.edge import PairInfo
+from freqtrade.optimize.optimize_reports import (
+    generate_edge_table, generate_text_table, generate_text_table_sell_reason,
     generate_text_table_strategy)
 from freqtrade.strategy.interface import SellType
 
@@ -94,3 +95,14 @@ def test_generate_text_table_strategy(default_conf, mocker):
         '|       1.30000000 |          45.00 | 0:20:00        |        3 |      0 |'
     )
     assert generate_text_table_strategy('BTC', 2, all_results=results) == result_str
+
+
+def test_generate_edge_table(edge_conf, mocker):
+
+    results = {}
+    results['ETH/BTC'] = PairInfo(-0.01, 0.60, 2, 1, 3, 10, 60)
+
+    assert generate_edge_table(results).count(':|') == 7
+    assert generate_edge_table(results).count('| ETH/BTC |') == 1
+    assert generate_edge_table(results).count(
+        '|   risk reward ratio |   required risk reward |   expectancy |') == 1
diff --git a/tests/optimize/test_edge_cli.py b/tests/optimize/test_edge_cli.py
index ddfa7156e..acc0d2d16 100644
--- a/tests/optimize/test_edge_cli.py
+++ b/tests/optimize/test_edge_cli.py
@@ -3,7 +3,6 @@
 
 from unittest.mock import MagicMock
 
-from freqtrade.edge import PairInfo
 from freqtrade.optimize import setup_configuration, start_edge
 from freqtrade.optimize.edge_cli import EdgeCli
 from freqtrade.state import RunMode
@@ -106,16 +105,3 @@ def test_edge_init_fee(mocker, edge_conf) -> None:
     edge_cli = EdgeCli(edge_conf)
     assert edge_cli.edge.fee == 0.1234
     assert fee_mock.call_count == 0
-
-
-def test_generate_edge_table(edge_conf, mocker):
-    patch_exchange(mocker)
-    edge_cli = EdgeCli(edge_conf)
-
-    results = {}
-    results['ETH/BTC'] = PairInfo(-0.01, 0.60, 2, 1, 3, 10, 60)
-
-    assert edge_cli._generate_edge_table(results).count(':|') == 7
-    assert edge_cli._generate_edge_table(results).count('| ETH/BTC |') == 1
-    assert edge_cli._generate_edge_table(results).count(
-        '|   risk reward ratio |   required risk reward |   expectancy |') == 1

From 785cd2a640bda12ef39a1391e9f07f2b89dc229d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 9 Jan 2020 06:52:56 +0100
Subject: [PATCH 0249/1106] Rename test module

---
 freqtrade/optimize/optimize_reports.py                        | 4 ++--
 .../{test_backtest_reports.py => test_optimize_reports.py}    | 0
 2 files changed, 2 insertions(+), 2 deletions(-)
 rename tests/optimize/{test_backtest_reports.py => test_optimize_reports.py} (100%)

diff --git a/freqtrade/optimize/optimize_reports.py b/freqtrade/optimize/optimize_reports.py
index ffc8c53d4..3801546b1 100644
--- a/freqtrade/optimize/optimize_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -114,8 +114,8 @@ def generate_edge_table(results: dict) -> str:
     floatfmt = ('s', '.10g', '.2f', '.2f', '.2f', '.2f', 'd', '.d')
     tabular_data = []
     headers = ['pair', 'stoploss', 'win rate', 'risk reward ratio',
-                'required risk reward', 'expectancy', 'total number of trades',
-                'average duration (min)']
+               'required risk reward', 'expectancy', 'total number of trades',
+               'average duration (min)']
 
     for result in results.items():
         if result[1].nb_trades > 0:
diff --git a/tests/optimize/test_backtest_reports.py b/tests/optimize/test_optimize_reports.py
similarity index 100%
rename from tests/optimize/test_backtest_reports.py
rename to tests/optimize/test_optimize_reports.py

From b748ed34358466e3925f547f23a343a996d2b3c2 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 9 Jan 2020 19:59:13 +0100
Subject: [PATCH 0250/1106] UPdate documentaiton wording

---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 9a05eea2d..f242a4744 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -149,7 +149,7 @@ For example, if you have 10 ETH available in your wallet on the exchange and `tr
 
 #### Amend last stake amount
 
-Assuming we have a `balance=1000` (USDT), `stake_amount=400`, and `max_open_trades=3`.
+Assuming we have the tradable balance of 1000 USDT (`balance=1000`), `stake_amount=400`, and `max_open_trades=3` (This example assumes `tradable_balance_ratio=1`).
 The bot would open 2 trades, and will be unable to fill the last trading slot, since the requested 400 USDT are no longer available, since 800 USDT are already tied in other trades.
 
 To overcome this, the option `amend_last_stake_amount` can be set to `True`, which will enable the bot to reduce stake_amount to the available balance in order to fill the last trade slot.

From 9713dc8d94c181d293b6994b2587280dde60e71b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 9 Jan 2020 20:09:21 +0100
Subject: [PATCH 0251/1106] Ensure wallets.update is called before buy

closes #2756
---
 freqtrade/freqtradebot.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 5aacdc587..06f435421 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -257,6 +257,9 @@ class FreqtradeBot:
         :raise: DependencyException if the available stake amount is too low
         """
         stake_amount: float
+        # Ensure wallets are uptodate.
+        self.wallets.update()
+
         if self.edge:
             stake_amount = self.edge.stake_amount(
                 pair,

From e94dfdeff24def65c0a52f2fb1690c4a5ca5845e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 9 Jan 2020 20:13:14 +0100
Subject: [PATCH 0252/1106] UPdate documentation to remove inexisting setting

---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index f242a4744..a0e7610f6 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -149,7 +149,7 @@ For example, if you have 10 ETH available in your wallet on the exchange and `tr
 
 #### Amend last stake amount
 
-Assuming we have the tradable balance of 1000 USDT (`balance=1000`), `stake_amount=400`, and `max_open_trades=3` (This example assumes `tradable_balance_ratio=1`).
+Assuming we have the tradable balance of 1000 USDT, `stake_amount=400`, and `max_open_trades=3` (This example assumes `tradable_balance_ratio=1`).
 The bot would open 2 trades, and will be unable to fill the last trading slot, since the requested 400 USDT are no longer available, since 800 USDT are already tied in other trades.
 
 To overcome this, the option `amend_last_stake_amount` can be set to `True`, which will enable the bot to reduce stake_amount to the available balance in order to fill the last trade slot.

From fab19ae3a7e0bf554f102ba292fc7199268aa847 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 10 Jan 2020 06:36:28 +0100
Subject: [PATCH 0253/1106] Implement last_stake_amount_min_ratio

---
 config_full.json.example   |  1 +
 docs/configuration.md      |  6 +++++-
 freqtrade/constants.py     |  4 ++++
 freqtrade/freqtradebot.py  |  7 ++++++-
 tests/test_freqtradebot.py | 18 ++++++++++++------
 5 files changed, 28 insertions(+), 8 deletions(-)

diff --git a/config_full.json.example b/config_full.json.example
index f39abb00c..82d8bd04a 100644
--- a/config_full.json.example
+++ b/config_full.json.example
@@ -6,6 +6,7 @@
     "fiat_display_currency": "USD",
     "amount_reserve_percent" : 0.05,
     "amend_last_stake_amount": false,
+    "last_stake_amount_min_ratio": 0.5,
     "dry_run": false,
     "ticker_interval": "5m",
     "trailing_stop": false,
diff --git a/docs/configuration.md b/docs/configuration.md
index a0e7610f6..e609f89d9 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -45,6 +45,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#configuring-amount-per-trade). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Positive float or `"unlimited"`.*
 | `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.99` 99%).*<br> ***Datatype:*** *Positive float between `0.1` and `1.0`.*
 | `amend_last_stake_amount` | **Required.** Use reduced last stake amount if necessary. [More information below](#configuring-amount-per-trade). <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
+| `last_stake_amount_min_ratio` | **Required.** Minimum amount that has to be left. Applies only to "last_stake_amount" if `amend_last_stake_amount=True` [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.5`.* <br> ***Datatype:*** *Float (as ratio)*
 | `amount_reserve_percent` | Reserve some amount in min pair stake amount. The bot will reserve `amount_reserve_percent` + stoploss value when calculating min pair stake amount in order to avoid possible trade refusals. <br>*Defaults to `0.05` (5%).* <br> ***Datatype:*** *Positive Float as ratio.*
 | `ticker_interval` | The ticker interval to use (e.g `1m`, `5m`, `15m`, `30m`, `1h` ...). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
 | `fiat_display_currency` | Fiat currency used to show your profits. [More information below](#what-values-can-be-used-for-fiat_display_currency). <br> ***Datatype:*** *String*
@@ -149,7 +150,7 @@ For example, if you have 10 ETH available in your wallet on the exchange and `tr
 
 #### Amend last stake amount
 
-Assuming we have the tradable balance of 1000 USDT, `stake_amount=400`, and `max_open_trades=3` (This example assumes `tradable_balance_ratio=1`).
+Assuming we have the tradable balance of 1000 USDT, `stake_amount=400`, and `max_open_trades=3`.
 The bot would open 2 trades, and will be unable to fill the last trading slot, since the requested 400 USDT are no longer available, since 800 USDT are already tied in other trades.
 
 To overcome this, the option `amend_last_stake_amount` can be set to `True`, which will enable the bot to reduce stake_amount to the available balance in order to fill the last trade slot.
@@ -163,6 +164,9 @@ In the example above this would mean:
 !!! Note
    This option only applies with [Static stake amount](#static-stake-amount) - since [Dynamic stake amount](#dynamic-stake-amount) divides the balances evenly.
 
+!!! Note
+    The minimum last stake amount can be configured using `amend_last_stake_amount` - which defaults to 0.5 (50%). This means that the minimum stake-amount that's ever used is `stake_amount * 0.5`. This avoids very low stake-amounts, close to the minimum tradable amount.
+
 #### Static stake amount
 
 The `stake_amount` configuration statically configures the amount of stake-currency your bot will use for each trade.
diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index a1bd70183..e9c103db9 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -80,6 +80,9 @@ CONF_SCHEMA = {
             'default': 0.99
         },
         'amend_last_stake_amount': {'type': 'boolean', 'default': False},
+        'last_stake_amount_min_ratio': {
+            'type': 'number', 'minimum': 0.0, 'maximum': 1.0, 'default': 0.5
+            },
         'fiat_display_currency': {'type': 'string', 'enum': SUPPORTED_FIAT},
         'dry_run': {'type': 'boolean'},
         'dry_run_wallet': {'type': 'number', 'default': DRY_RUN_WALLET},
@@ -284,6 +287,7 @@ SCHEMA_TRADE_REQUIRED = [
     'stake_currency',
     'stake_amount',
     'tradable_balance_ratio',
+    'last_stake_amount_min_ratio',
     'dry_run',
     'dry_run_wallet',
     'bid_strategy',
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 06f435421..e3f2616a2 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -312,7 +312,12 @@ class FreqtradeBot:
         available_amount = self._get_available_stake_amount()
 
         if self.config['amend_last_stake_amount']:
-            stake_amount = min(stake_amount, available_amount)
+            # Remaining amount needs to be at least stake_amount * last_stake_amount_min_ratio
+            # Otherwise the remaining amount is too low to trade.
+            if available_amount > (stake_amount * self.config['last_stake_amount_min_ratio']):
+                stake_amount = min(stake_amount, available_amount)
+            else:
+                stake_amount = 0
 
         if available_amount < stake_amount:
             raise DependencyException(
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 6d794fc05..58f88198a 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -140,14 +140,18 @@ def test_get_trade_stake_amount(default_conf, ticker, mocker) -> None:
     assert result == default_conf['stake_amount']
 
 
-@pytest.mark.parametrize("amend_last,wallet,max_open,expected", [
-                        (False, 0.002, 2, [0.001, None]),
-                        (True, 0.002, 2, [0.001, 0.00098]),
-                        (False, 0.003, 3, [0.001, 0.001, None]),
-                        (True, 0.003, 3, [0.001, 0.001, 0.00097]),
+@pytest.mark.parametrize("amend_last,wallet,max_open,lsamr,expected", [
+                        (False, 0.002, 2, 0.5, [0.001, None]),
+                        (True, 0.002, 2, 0.5, [0.001, 0.00098]),
+                        (False, 0.003, 3, 0.5, [0.001, 0.001, None]),
+                        (True, 0.003, 3, 0.5, [0.001, 0.001, 0.00097]),
+                        (False, 0.0022, 3, 0.5, [0.001, 0.001, None]),
+                        (True, 0.0022, 3, 0.5, [0.001, 0.001, 0.0]),
+                        (True, 0.0027, 3, 0.5, [0.001, 0.001, 0.000673]),
+                        (True, 0.0022, 3, 1, [0.001, 0.001, 0.0]),
                         ])
 def test_check_available_stake_amount(default_conf, ticker, mocker, fee, limit_buy_order,
-                                      amend_last, wallet, max_open, expected) -> None:
+                                      amend_last, wallet, max_open, lsamr, expected) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     mocker.patch.multiple(
@@ -160,6 +164,8 @@ def test_check_available_stake_amount(default_conf, ticker, mocker, fee, limit_b
     default_conf['dry_run_wallet'] = wallet
 
     default_conf['amend_last_stake_amount'] = amend_last
+    default_conf['last_stake_amount_min_ratio'] = lsamr
+
     freqtrade = FreqtradeBot(default_conf)
 
     for i in range(0, max_open):

From 3faa2d0eb9f579658e7d081fdb31720ad1838a97 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Fri, 10 Jan 2020 22:59:02 +0300
Subject: [PATCH 0254/1106] Refine description for last_stake_amount_min_ratio

---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index e609f89d9..9aa3a7585 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -45,7 +45,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#configuring-amount-per-trade). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Positive float or `"unlimited"`.*
 | `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.99` 99%).*<br> ***Datatype:*** *Positive float between `0.1` and `1.0`.*
 | `amend_last_stake_amount` | **Required.** Use reduced last stake amount if necessary. [More information below](#configuring-amount-per-trade). <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
-| `last_stake_amount_min_ratio` | **Required.** Minimum amount that has to be left. Applies only to "last_stake_amount" if `amend_last_stake_amount=True` [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.5`.* <br> ***Datatype:*** *Float (as ratio)*
+| `last_stake_amount_min_ratio` | **Required.** Defines minimum stake amount that has to be left and executed. Applies only to the last stake amount when it's amended to a reduced value (i.e. if `amend_last_stake_amount` is set to `true`). [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.5`.* <br> ***Datatype:*** *Float (as ratio)*
 | `amount_reserve_percent` | Reserve some amount in min pair stake amount. The bot will reserve `amount_reserve_percent` + stoploss value when calculating min pair stake amount in order to avoid possible trade refusals. <br>*Defaults to `0.05` (5%).* <br> ***Datatype:*** *Positive Float as ratio.*
 | `ticker_interval` | The ticker interval to use (e.g `1m`, `5m`, `15m`, `30m`, `1h` ...). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
 | `fiat_display_currency` | Fiat currency used to show your profits. [More information below](#what-values-can-be-used-for-fiat_display_currency). <br> ***Datatype:*** *String*

From 83b88e791642d49b96edf55323f5b11ba4b097e6 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Fri, 10 Jan 2020 23:14:17 +0300
Subject: [PATCH 0255/1106] Remove Required marks for new settings

---
 docs/configuration.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 9aa3a7585..f83072b03 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -44,8 +44,8 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `stake_currency` | **Required.** Crypto-currency used for trading. [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
 | `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#configuring-amount-per-trade). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Positive float or `"unlimited"`.*
 | `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.99` 99%).*<br> ***Datatype:*** *Positive float between `0.1` and `1.0`.*
-| `amend_last_stake_amount` | **Required.** Use reduced last stake amount if necessary. [More information below](#configuring-amount-per-trade). <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
-| `last_stake_amount_min_ratio` | **Required.** Defines minimum stake amount that has to be left and executed. Applies only to the last stake amount when it's amended to a reduced value (i.e. if `amend_last_stake_amount` is set to `true`). [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.5`.* <br> ***Datatype:*** *Float (as ratio)*
+| `amend_last_stake_amount` | Use reduced last stake amount if necessary. [More information below](#configuring-amount-per-trade). <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
+| `last_stake_amount_min_ratio` | Defines minimum stake amount that has to be left and executed. Applies only to the last stake amount when it's amended to a reduced value (i.e. if `amend_last_stake_amount` is set to `true`). [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.5`.* <br> ***Datatype:*** *Float (as ratio)*
 | `amount_reserve_percent` | Reserve some amount in min pair stake amount. The bot will reserve `amount_reserve_percent` + stoploss value when calculating min pair stake amount in order to avoid possible trade refusals. <br>*Defaults to `0.05` (5%).* <br> ***Datatype:*** *Positive Float as ratio.*
 | `ticker_interval` | The ticker interval to use (e.g `1m`, `5m`, `15m`, `30m`, `1h` ...). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
 | `fiat_display_currency` | Fiat currency used to show your profits. [More information below](#what-values-can-be-used-for-fiat_display_currency). <br> ***Datatype:*** *String*

From d3de3983950fdc7e8dbc0159dfb5c979c2b8c623 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 10 Jan 2020 23:43:09 +0300
Subject: [PATCH 0256/1106] Docs adjusted

---
 docs/configuration.md | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index f83072b03..fe692eacb 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -143,10 +143,10 @@ Freqtrade will reserve 1% for eventual fees when entering a trade and will there
 
 You can configure the "untouched" amount by using the `tradable_balance_ratio` setting.
 
-For example, if you have 10 ETH available in your wallet on the exchange and `tradable_balance_ratio=0.5` (which is 50%), then the bot will use a maximum amount of 5 ETH for trading and considers this as available balance.
+For example, if you have 10 ETH available in your wallet on the exchange and `tradable_balance_ratio=0.5` (which is 50%), then the bot will use a maximum amount of 5 ETH for trading and considers this as available balance. The rest of the wallet is untouched by the trades.
 
 !!! Warning
-    `tradable_balance_ratio` applies to the current balance (free balance + tied up in trades). Therefore, assuming a starting balance of 1000, a configuration of `tradable_balance_ratio=0.99` will not guarantee that 10 units will always remain available on the exchange. The free amount may reduce to 5 units if the total balance is reduce to 500 (either by a losing streak, or by withdrawing balance).
+    The `tradable_balance_ratio` setting applies to the current balance (free balance + tied up in trades). Therefore, assuming the starting balance of 1000, a configuration with `tradable_balance_ratio=0.99` will not guarantee that 10 currency units will always remain available on the exchange. For example, the free amount may reduce to 5 units if the total balance is reduced to 500 (either by a losing streak, or by withdrawing balance).
 
 #### Amend last stake amount
 
@@ -162,10 +162,10 @@ In the example above this would mean:
 - Trade3: 200 USDT
 
 !!! Note
-   This option only applies with [Static stake amount](#static-stake-amount) - since [Dynamic stake amount](#dynamic-stake-amount) divides the balances evenly.
+    This option only applies with [Static stake amount](#static-stake-amount) - since [Dynamic stake amount](#dynamic-stake-amount) divides the balances evenly.
 
 !!! Note
-    The minimum last stake amount can be configured using `amend_last_stake_amount` - which defaults to 0.5 (50%). This means that the minimum stake-amount that's ever used is `stake_amount * 0.5`. This avoids very low stake-amounts, close to the minimum tradable amount.
+    The minimum last stake amount can be configured using `amend_last_stake_amount` - which defaults to 0.5 (50%). This means that the minimum stake amount that's ever used is `stake_amount * 0.5`. This avoids very low stake amounts, that are close to the minimum tradable amount for the pair and can be refused by the exchange.
 
 #### Static stake amount
 

From 5faebad863a59ed6436fc9351efd93df9908e428 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 11 Jan 2020 11:16:05 +0100
Subject: [PATCH 0257/1106] Don't hardcode TimeFrames - they can differ by
 exchange.

---
 freqtrade/constants.py | 8 +-------
 1 file changed, 1 insertion(+), 7 deletions(-)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index e9c103db9..598a64337 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -33,12 +33,6 @@ USER_DATA_FILES = {
     'strategy_analysis_example.ipynb': 'notebooks',
 }
 
-TIMEFRAMES = [
-    '1m', '3m', '5m', '15m', '30m',
-    '1h', '2h', '4h', '6h', '8h', '12h',
-    '1d', '3d', '1w',
-]
-
 SUPPORTED_FIAT = [
     "AUD", "BRL", "CAD", "CHF", "CLP", "CNY", "CZK", "DKK",
     "EUR", "GBP", "HKD", "HUF", "IDR", "ILS", "INR", "JPY",
@@ -66,7 +60,7 @@ CONF_SCHEMA = {
     'type': 'object',
     'properties': {
         'max_open_trades': {'type': ['integer', 'number'], 'minimum': -1},
-        'ticker_interval': {'type': 'string', 'enum': TIMEFRAMES},
+        'ticker_interval': {'type': 'string'},
         'stake_currency': {'type': 'string', 'enum': ['BTC', 'XBT', 'ETH', 'USDT', 'EUR', 'USD']},
         'stake_amount': {
             'type': ['number', 'string'],

From 235a10ab860d887342635a45d73d3ce1e9b83871 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 11 Jan 2020 11:36:28 +0100
Subject: [PATCH 0258/1106] Don't suppport <1m timeframes

---
 freqtrade/exchange/exchange.py  |  4 ++++
 tests/exchange/test_exchange.py | 15 ++++++++++++---
 2 files changed, 16 insertions(+), 3 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 3ef32db62..1ee6c2f1c 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -319,6 +319,10 @@ class Exchange:
             raise OperationalException(
                 f"Invalid ticker interval '{timeframe}'. This exchange supports: {self.timeframes}")
 
+        if timeframe_to_minutes(timeframe) < 1:
+            raise OperationalException(
+                f"Timeframes < 1m are currently not supported by Freqtrade.")
+
     def validate_ordertypes(self, order_types: Dict) -> None:
         """
         Checks if order-types configured in strategy/config are supported
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index cb40bdbd9..288c10187 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -377,8 +377,11 @@ def test_validate_pairs_restricted(default_conf, mocker, caplog):
                    f"on the exchange and eventually remove XRP/BTC from your whitelist.", caplog)
 
 
-def test_validate_timeframes(default_conf, mocker):
-    default_conf["ticker_interval"] = "5m"
+@pytest.mark.parametrize("timeframe", [
+    ('5m'), ("1m"), ("15m"), ("1h")
+])
+def test_validate_timeframes(default_conf, mocker, timeframe):
+    default_conf["ticker_interval"] = timeframe
     api_mock = MagicMock()
     id_mock = PropertyMock(return_value='test_exchange')
     type(api_mock).id = id_mock
@@ -399,7 +402,8 @@ def test_validate_timeframes_failed(default_conf, mocker):
     api_mock = MagicMock()
     id_mock = PropertyMock(return_value='test_exchange')
     type(api_mock).id = id_mock
-    timeframes = PropertyMock(return_value={'1m': '1m',
+    timeframes = PropertyMock(return_value={'15s': '15s',
+                                            '1m': '1m',
                                             '5m': '5m',
                                             '15m': '15m',
                                             '1h': '1h'})
@@ -411,6 +415,11 @@ def test_validate_timeframes_failed(default_conf, mocker):
     with pytest.raises(OperationalException,
                        match=r"Invalid ticker interval '3m'. This exchange supports.*"):
         Exchange(default_conf)
+    default_conf["ticker_interval"] = "15s"
+
+    with pytest.raises(OperationalException,
+                       match=r"Timeframes < 1m are currently not supported by Freqtrade."):
+        Exchange(default_conf)
 
 
 def test_validate_timeframes_emulated_ohlcv_1(default_conf, mocker):

From 13274964a94a38975e66b8963c1c5622a7cec022 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 11 Jan 2020 11:53:44 +0100
Subject: [PATCH 0259/1106] Implement validation for valid stake currency

---
 freqtrade/constants.py         |  2 +-
 freqtrade/exchange/exchange.py | 25 +++++++++++++++++++++++--
 tests/conftest.py              |  1 +
 3 files changed, 25 insertions(+), 3 deletions(-)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 598a64337..53bc4af53 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -61,7 +61,7 @@ CONF_SCHEMA = {
     'properties': {
         'max_open_trades': {'type': ['integer', 'number'], 'minimum': -1},
         'ticker_interval': {'type': 'string'},
-        'stake_currency': {'type': 'string', 'enum': ['BTC', 'XBT', 'ETH', 'USDT', 'EUR', 'USD']},
+        'stake_currency': {'type': 'string'},
         'stake_amount': {
             'type': ['number', 'string'],
             'minimum': 0.0001,
diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 1ee6c2f1c..e15f6885c 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -116,6 +116,7 @@ class Exchange:
             self._load_markets()
 
             # Check if all pairs are available
+            self.validate_stakecurrency(config['stake_currency'])
             self.validate_pairs(config['exchange']['pair_whitelist'])
             self.validate_ordertypes(config.get('order_types', {}))
             self.validate_order_time_in_force(config.get('order_time_in_force', {}))
@@ -210,6 +211,14 @@ class Exchange:
             markets = {k: v for k, v in markets.items() if market_is_active(v)}
         return markets
 
+    def get_quote_currencies(self) -> List[str]:
+        """
+        Return a list of supported quote currencies
+        """
+        markets = self.markets
+        currencies = set([x['quote'] for _, x in markets.items()])
+        return list(currencies)
+
     def klines(self, pair_interval: Tuple[str, str], copy=True) -> DataFrame:
         if pair_interval in self._klines:
             return self._klines[pair_interval].copy() if copy else self._klines[pair_interval]
@@ -259,11 +268,23 @@ class Exchange:
         except ccxt.BaseError:
             logger.exception("Could not reload markets.")
 
+    def validate_stakecurrency(self, stake_currency) -> None:
+        """
+        Checks stake-currency against available currencies on the exchange.
+        :param stake_currency: Stake-currency to validate
+        :raise: OperationalException if stake-currency is not available.
+        """
+        quote_currencies = self.get_quote_currencies()
+        if stake_currency not in quote_currencies:
+            raise OperationalException(
+                    f"{stake_currency} is not available as stake on {self.name}."
+                    f"Available currencies are: {','.join(quote_currencies)}")
+
     def validate_pairs(self, pairs: List[str]) -> None:
         """
         Checks if all given pairs are tradable on the current exchange.
-        Raises OperationalException if one pair is not available.
         :param pairs: list of pairs
+        :raise: OperationalException if one pair is not available
         :return: None
         """
 
@@ -319,7 +340,7 @@ class Exchange:
             raise OperationalException(
                 f"Invalid ticker interval '{timeframe}'. This exchange supports: {self.timeframes}")
 
-        if timeframe_to_minutes(timeframe) < 1:
+        if timeframe and timeframe_to_minutes(timeframe) < 1:
             raise OperationalException(
                 f"Timeframes < 1m are currently not supported by Freqtrade.")
 
diff --git a/tests/conftest.py b/tests/conftest.py
index 7bb4cf4c9..ac1b10284 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -60,6 +60,7 @@ def patch_exchange(mocker, api_mock=None, id='bittrex', mock_markets=True) -> No
     mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
     mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
     mocker.patch('freqtrade.exchange.Exchange.validate_ordertypes', MagicMock())
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency', MagicMock())
     mocker.patch('freqtrade.exchange.Exchange.id', PropertyMock(return_value=id))
     mocker.patch('freqtrade.exchange.Exchange.name', PropertyMock(return_value=id.title()))
     if mock_markets:

From ca2880537d6a95bdee468aa4bb0f1463e3ab8d1c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 11 Jan 2020 11:54:11 +0100
Subject: [PATCH 0260/1106] Modify tests to skip stake_currency validations

---
 tests/exchange/test_exchange.py | 66 ++++++++++++++++++++-------------
 1 file changed, 41 insertions(+), 25 deletions(-)

diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 288c10187..bd73a98de 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -73,6 +73,7 @@ def test_init(default_conf, mocker, caplog):
 
 def test_init_ccxt_kwargs(default_conf, mocker, caplog):
     mocker.patch('freqtrade.exchange.Exchange._load_markets', MagicMock(return_value={}))
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
     caplog.set_level(logging.INFO)
     conf = copy.deepcopy(default_conf)
     conf['exchange']['ccxt_async_config'] = {'aiohttp_trust_env': True}
@@ -121,9 +122,10 @@ def test_init_exception(default_conf, mocker):
 
 def test_exchange_resolver(default_conf, mocker, caplog):
     mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=MagicMock()))
-    mocker.patch('freqtrade.exchange.Exchange._load_async_markets', MagicMock())
-    mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
-    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
+    mocker.patch('freqtrade.exchange.Exchange._load_async_markets')
+    mocker.patch('freqtrade.exchange.Exchange.validate_pairs')
+    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes')
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
     exchange = ExchangeResolver.load_exchange('Bittrex', default_conf)
     assert isinstance(exchange, Exchange)
     assert log_has_re(r"No .* specific subclass found. Using the generic class instead.", caplog)
@@ -257,9 +259,10 @@ def test__load_markets(default_conf, mocker, caplog):
     api_mock = MagicMock()
     api_mock.load_markets = MagicMock(side_effect=ccxt.BaseError("SomeError"))
     mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
-    mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
-    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
-    mocker.patch('freqtrade.exchange.Exchange._load_async_markets', MagicMock())
+    mocker.patch('freqtrade.exchange.Exchange.validate_pairs')
+    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes')
+    mocker.patch('freqtrade.exchange.Exchange._load_async_markets')
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
     Exchange(default_conf)
     assert log_has('Unable to initialize markets. Reason: SomeError', caplog)
 
@@ -324,8 +327,9 @@ def test_validate_pairs(default_conf, mocker):  # test exchange.validate_pairs d
     type(api_mock).id = id_mock
 
     mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
-    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
-    mocker.patch('freqtrade.exchange.Exchange._load_async_markets', MagicMock())
+    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes')
+    mocker.patch('freqtrade.exchange.Exchange._load_async_markets')
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
     Exchange(default_conf)
 
 
@@ -335,8 +339,9 @@ def test_validate_pairs_not_available(default_conf, mocker):
         'XRP/BTC': {'inactive': True}
     })
     mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
-    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
-    mocker.patch('freqtrade.exchange.Exchange._load_async_markets', MagicMock())
+    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes')
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
+    mocker.patch('freqtrade.exchange.Exchange._load_async_markets')
 
     with pytest.raises(OperationalException, match=r'not available'):
         Exchange(default_conf)
@@ -349,8 +354,9 @@ def test_validate_pairs_exception(default_conf, mocker, caplog):
 
     type(api_mock).markets = PropertyMock(return_value={})
     mocker.patch('freqtrade.exchange.Exchange._init_ccxt', api_mock)
-    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
-    mocker.patch('freqtrade.exchange.Exchange._load_async_markets', MagicMock())
+    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes')
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
+    mocker.patch('freqtrade.exchange.Exchange._load_async_markets')
 
     with pytest.raises(OperationalException, match=r'Pair ETH/BTC is not available on Binance'):
         Exchange(default_conf)
@@ -368,8 +374,9 @@ def test_validate_pairs_restricted(default_conf, mocker, caplog):
         'NEO/BTC': {'info': 'TestString'},  # info can also be a string ...
     })
     mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
-    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
-    mocker.patch('freqtrade.exchange.Exchange._load_async_markets', MagicMock())
+    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes')
+    mocker.patch('freqtrade.exchange.Exchange._load_async_markets')
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
 
     Exchange(default_conf)
     assert log_has(f"Pair XRP/BTC is restricted for some users on this exchange."
@@ -393,7 +400,8 @@ def test_validate_timeframes(default_conf, mocker, timeframe):
 
     mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
     mocker.patch('freqtrade.exchange.Exchange._load_markets', MagicMock(return_value={}))
-    mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
+    mocker.patch('freqtrade.exchange.Exchange.validate_pairs')
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
     Exchange(default_conf)
 
 
@@ -433,7 +441,8 @@ def test_validate_timeframes_emulated_ohlcv_1(default_conf, mocker):
 
     mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
     mocker.patch('freqtrade.exchange.Exchange._load_markets', MagicMock(return_value={}))
-    mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
+    mocker.patch('freqtrade.exchange.Exchange.validate_pairs')
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
     with pytest.raises(OperationalException,
                        match=r'The ccxt library does not provide the list of timeframes '
                              r'for the exchange ".*" and this exchange '
@@ -454,6 +463,7 @@ def test_validate_timeframes_emulated_ohlcvi_2(default_conf, mocker):
     mocker.patch('freqtrade.exchange.Exchange._load_markets',
                  MagicMock(return_value={'timeframes': None}))
     mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
     with pytest.raises(OperationalException,
                        match=r'The ccxt library does not provide the list of timeframes '
                              r'for the exchange ".*" and this exchange '
@@ -474,7 +484,8 @@ def test_validate_timeframes_not_in_config(default_conf, mocker):
 
     mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
     mocker.patch('freqtrade.exchange.Exchange._load_markets', MagicMock(return_value={}))
-    mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
+    mocker.patch('freqtrade.exchange.Exchange.validate_pairs')
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
     Exchange(default_conf)
 
 
@@ -484,8 +495,9 @@ def test_validate_order_types(default_conf, mocker):
     type(api_mock).has = PropertyMock(return_value={'createMarketOrder': True})
     mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
     mocker.patch('freqtrade.exchange.Exchange._load_markets', MagicMock(return_value={}))
-    mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
-    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
+    mocker.patch('freqtrade.exchange.Exchange.validate_pairs')
+    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes')
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
     mocker.patch('freqtrade.exchange.Exchange.name', 'Bittrex')
     default_conf['order_types'] = {
         'buy': 'limit',
@@ -526,8 +538,9 @@ def test_validate_order_types_not_in_config(default_conf, mocker):
     api_mock = MagicMock()
     mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
     mocker.patch('freqtrade.exchange.Exchange._load_markets', MagicMock(return_value={}))
-    mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
-    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
+    mocker.patch('freqtrade.exchange.Exchange.validate_pairs')
+    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes')
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
 
     conf = copy.deepcopy(default_conf)
     Exchange(conf)
@@ -538,9 +551,10 @@ def test_validate_required_startup_candles(default_conf, mocker, caplog):
     mocker.patch('freqtrade.exchange.Exchange.name', PropertyMock(return_value='Binance'))
 
     mocker.patch('freqtrade.exchange.Exchange._init_ccxt', api_mock)
-    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes', MagicMock())
-    mocker.patch('freqtrade.exchange.Exchange._load_async_markets', MagicMock())
-    mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
+    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes')
+    mocker.patch('freqtrade.exchange.Exchange._load_async_markets')
+    mocker.patch('freqtrade.exchange.Exchange.validate_pairs')
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
 
     default_conf['startup_candle_count'] = 20
     ex = Exchange(default_conf)
@@ -1674,7 +1688,9 @@ def test_merge_ft_has_dict(default_conf, mocker):
                           _init_ccxt=MagicMock(return_value=MagicMock()),
                           _load_async_markets=MagicMock(),
                           validate_pairs=MagicMock(),
-                          validate_timeframes=MagicMock())
+                          validate_timeframes=MagicMock(),
+                          validate_stakecurrency=MagicMock()
+                          )
     ex = Exchange(default_conf)
     assert ex._ft_has == Exchange._ft_has_default
 

From 60b47b6eeca7ae9267bbdd951bebda9f6235240c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 11 Jan 2020 12:01:34 +0100
Subject: [PATCH 0261/1106] Add tests for get_quote_currencies

---
 freqtrade/exchange/exchange.py  |  2 +-
 tests/exchange/test_exchange.py | 21 +++++++++++++++++++++
 2 files changed, 22 insertions(+), 1 deletion(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index e15f6885c..a5c10776c 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -216,7 +216,7 @@ class Exchange:
         Return a list of supported quote currencies
         """
         markets = self.markets
-        currencies = set([x['quote'] for _, x in markets.items()])
+        currencies = set([x.get('quote') for _, x in markets.items()])
         return list(currencies)
 
     def klines(self, pair_interval: Tuple[str, str], copy=True) -> DataFrame:
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index bd73a98de..5924d4b40 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -318,6 +318,27 @@ def test__reload_markets_exception(default_conf, mocker, caplog):
     assert log_has_re(r"Could not reload markets.*", caplog)
 
 
+@pytest.mark.parametrize("stake_currency", ['ETH', 'BTC', 'USDT'])
+def test_validate_stake_currency(default_conf, stake_currency, mocker, caplog):
+    default_conf['stake_currency'] = stake_currency
+    api_mock = MagicMock()
+    type(api_mock).markets = PropertyMock(return_value={
+        'ETH/BTC': {'quote': 'BTC'}, 'LTC/BTC': {'quote': 'BTC'},
+        'XRP/ETH': {'quote': 'ETH'}, 'NEO/USDT': {'quote': 'USDT'},
+    })
+    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
+    mocker.patch('freqtrade.exchange.Exchange.validate_pairs')
+    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes')
+    mocker.patch('freqtrade.exchange.Exchange._load_async_markets')
+    Exchange(default_conf)
+
+
+def test_get_quote_currencies(default_conf, mocker):
+    ex = get_patched_exchange(mocker, default_conf)
+
+    assert set(ex.get_quote_currencies()) == set(['USD', 'BTC', 'USDT'])
+
+
 def test_validate_pairs(default_conf, mocker):  # test exchange.validate_pairs directly
     api_mock = MagicMock()
     type(api_mock).markets = PropertyMock(return_value={

From a7246ba1ecfd96f12e1fd2bbe252b569e12ed872 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 11 Jan 2020 12:51:42 +0100
Subject: [PATCH 0262/1106] No need to "fix" stake_currency enum anymore

---
 freqtrade/configuration/config_validation.py | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/freqtrade/configuration/config_validation.py b/freqtrade/configuration/config_validation.py
index 54941043d..5183ad0b4 100644
--- a/freqtrade/configuration/config_validation.py
+++ b/freqtrade/configuration/config_validation.py
@@ -48,11 +48,6 @@ def validate_config_schema(conf: Dict[str, Any]) -> Dict[str, Any]:
         conf_schema['required'] = constants.SCHEMA_TRADE_REQUIRED
     else:
         conf_schema['required'] = constants.SCHEMA_MINIMAL_REQUIRED
-        # Dynamically allow empty stake-currency
-        # Since the minimal config specifies this too.
-        # It's not allowed for Dry-run or live modes
-        conf_schema['properties']['stake_currency']['enum'] += ['']  # type: ignore
-
     try:
         FreqtradeValidator(conf_schema).validate(conf)
         return conf

From 3519cebf66e31aa799ae9422ab31e17c20153844 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 11 Jan 2020 13:14:19 +0100
Subject: [PATCH 0263/1106] Add test for failing stake_validation

---
 freqtrade/exchange/exchange.py  |  9 +++++----
 tests/exchange/test_exchange.py | 17 +++++++++++++++++
 2 files changed, 22 insertions(+), 4 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index a5c10776c..3735dac8a 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -216,8 +216,9 @@ class Exchange:
         Return a list of supported quote currencies
         """
         markets = self.markets
-        currencies = set([x.get('quote') for _, x in markets.items()])
-        return list(currencies)
+        currencies = list(set([x.get('quote') for _, x in markets.items()]))
+        currencies.sort()
+        return currencies
 
     def klines(self, pair_interval: Tuple[str, str], copy=True) -> DataFrame:
         if pair_interval in self._klines:
@@ -277,8 +278,8 @@ class Exchange:
         quote_currencies = self.get_quote_currencies()
         if stake_currency not in quote_currencies:
             raise OperationalException(
-                    f"{stake_currency} is not available as stake on {self.name}."
-                    f"Available currencies are: {','.join(quote_currencies)}")
+                    f"{stake_currency} is not available as stake on {self.name}. "
+                    f"Available currencies are: {', '.join(quote_currencies)}")
 
     def validate_pairs(self, pairs: List[str]) -> None:
         """
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 5924d4b40..150ba3ea7 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -333,6 +333,23 @@ def test_validate_stake_currency(default_conf, stake_currency, mocker, caplog):
     Exchange(default_conf)
 
 
+def test_validate_stake_currency_error(default_conf, mocker, caplog):
+    default_conf['stake_currency'] = 'XRP'
+    api_mock = MagicMock()
+    type(api_mock).markets = PropertyMock(return_value={
+        'ETH/BTC': {'quote': 'BTC'}, 'LTC/BTC': {'quote': 'BTC'},
+        'XRP/ETH': {'quote': 'ETH'}, 'NEO/USDT': {'quote': 'USDT'},
+    })
+    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
+    mocker.patch('freqtrade.exchange.Exchange.validate_pairs')
+    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes')
+    mocker.patch('freqtrade.exchange.Exchange._load_async_markets')
+    with pytest.raises(OperationalException,
+                       match=r'XRP is not available as stake on .*'
+                       'Available currencies are: BTC, ETH, USDT'):
+        Exchange(default_conf)
+
+
 def test_get_quote_currencies(default_conf, mocker):
     ex = get_patched_exchange(mocker, default_conf)
 

From 53abfdbcbf032de93994fb2965b6d0192660df6a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 12 Jan 2020 12:48:29 +0100
Subject: [PATCH 0264/1106] Use sorted on set instead of explicit list
 conversion

---
 freqtrade/exchange/exchange.py | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 3735dac8a..714bb40e4 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -216,9 +216,7 @@ class Exchange:
         Return a list of supported quote currencies
         """
         markets = self.markets
-        currencies = list(set([x.get('quote') for _, x in markets.items()]))
-        currencies.sort()
-        return currencies
+        return sorted(set([x['quote'] for _, x in markets.items()]))
 
     def klines(self, pair_interval: Tuple[str, str], copy=True) -> DataFrame:
         if pair_interval in self._klines:

From fa1f9bcdbd697274c50489a06c7c42e586db4999 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 12 Jan 2020 14:37:45 +0100
Subject: [PATCH 0265/1106] expose precisionMode from exchange class

---
 freqtrade/exchange/exchange.py | 5 +++++
 tests/conftest.py              | 1 +
 2 files changed, 6 insertions(+)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 3ef32db62..f29bc3c6f 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -188,6 +188,11 @@ class Exchange:
             self._load_markets()
         return self._api.markets
 
+    @property
+    def precisionMode(self) -> str:
+        """exchange ccxt precisionMode"""
+        return self._api.precisionMode
+
     def get_markets(self, base_currencies: List[str] = None, quote_currencies: List[str] = None,
                     pairs_only: bool = False, active_only: bool = False) -> Dict:
         """
diff --git a/tests/conftest.py b/tests/conftest.py
index 7bb4cf4c9..ec53141c1 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -62,6 +62,7 @@ def patch_exchange(mocker, api_mock=None, id='bittrex', mock_markets=True) -> No
     mocker.patch('freqtrade.exchange.Exchange.validate_ordertypes', MagicMock())
     mocker.patch('freqtrade.exchange.Exchange.id', PropertyMock(return_value=id))
     mocker.patch('freqtrade.exchange.Exchange.name', PropertyMock(return_value=id.title()))
+    mocker.patch('freqtrade.exchange.Exchange.precisionMode', PropertyMock(return_value=2))
     if mock_markets:
         mocker.patch('freqtrade.exchange.Exchange.markets',
                      PropertyMock(return_value=get_markets()))

From b60d7ad42fde62614c934abf14931b1103b04962 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 12 Jan 2020 14:40:58 +0100
Subject: [PATCH 0266/1106] Use ccxt.decimal_to_precision instead of our own
 calculation

---
 freqtrade/exchange/exchange.py  | 24 ++++++++++++++----------
 tests/exchange/test_exchange.py | 19 +++++++++++++++++++
 2 files changed, 33 insertions(+), 10 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index f29bc3c6f..e1b5c411d 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -7,14 +7,15 @@ import inspect
 import logging
 from copy import deepcopy
 from datetime import datetime, timezone
-from math import ceil, floor
+from math import ceil
 from random import randint
 from typing import Any, Dict, List, Optional, Tuple
 
 import arrow
 import ccxt
 import ccxt.async_support as ccxt_async
-from ccxt.base.decimal_to_precision import ROUND_DOWN, ROUND_UP
+from ccxt.base.decimal_to_precision import (ROUND, ROUND_DOWN, ROUND_UP,
+                                            TRUNCATE, decimal_to_precision)
 from pandas import DataFrame
 
 from freqtrade.data.converter import parse_ticker_dataframe
@@ -367,26 +368,29 @@ class Exchange:
         """
         return endpoint in self._api.has and self._api.has[endpoint]
 
-    def symbol_amount_prec(self, pair, amount: float):
+    def symbol_amount_prec(self, pair, amount: float) -> float:
         '''
         Returns the amount to buy or sell to a precision the Exchange accepts
         Rounded down
         '''
         if self.markets[pair]['precision']['amount']:
-            symbol_prec = self.markets[pair]['precision']['amount']
-            big_amount = amount * pow(10, symbol_prec)
-            amount = floor(big_amount) / pow(10, symbol_prec)
+            amount = float(decimal_to_precision(amount, rounding_mode=TRUNCATE,
+                                                precision=self.markets[pair]['precision']['amount'],
+                                                counting_mode=self.precisionMode,
+                                                ))
+
         return amount
 
-    def symbol_price_prec(self, pair, price: float):
+    def symbol_price_prec(self, pair, price: float) -> float:
         '''
         Returns the price buying or selling with to the precision the Exchange accepts
         Rounds up
         '''
         if self.markets[pair]['precision']['price']:
-            symbol_prec = self.markets[pair]['precision']['price']
-            big_price = price * pow(10, symbol_prec)
-            price = ceil(big_price) / pow(10, symbol_prec)
+            price = float(decimal_to_precision(price, rounding_mode=ROUND,
+                                               precision=self.markets[pair]['precision']['price'],
+                                               counting_mode=self.precisionMode,
+                                               ))
         return price
 
     def dry_run_order(self, pair: str, ordertype: str, side: str, amount: float,
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index cb40bdbd9..b90e94547 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -181,6 +181,11 @@ def test_symbol_amount_prec(default_conf, mocker):
     markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'amount': 4}}})
 
     exchange = get_patched_exchange(mocker, default_conf, id="binance")
+    # digits counting mode
+    # DECIMAL_PLACES = 2
+    # SIGNIFICANT_DIGITS = 3
+    # TICK_SIZE = 4
+    mocker.patch('freqtrade.exchange.Exchange.precisionMode', PropertyMock(return_value=2))
     mocker.patch('freqtrade.exchange.Exchange.markets', markets)
 
     amount = 2.34559
@@ -188,6 +193,12 @@ def test_symbol_amount_prec(default_conf, mocker):
     amount = exchange.symbol_amount_prec(pair, amount)
     assert amount == 2.3455
 
+    markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'amount': 0.0001}}})
+    mocker.patch('freqtrade.exchange.Exchange.precisionMode', PropertyMock(return_value=4))
+    mocker.patch('freqtrade.exchange.Exchange.markets', markets)
+    amount = exchange.symbol_amount_prec(pair, amount)
+    assert amount == 2.3455
+
 
 def test_symbol_price_prec(default_conf, mocker):
     '''
@@ -197,12 +208,20 @@ def test_symbol_price_prec(default_conf, mocker):
 
     exchange = get_patched_exchange(mocker, default_conf, id="binance")
     mocker.patch('freqtrade.exchange.Exchange.markets', markets)
+    mocker.patch('freqtrade.exchange.Exchange.precisionMode', PropertyMock(return_value=2))
 
     price = 2.34559
     pair = 'ETH/BTC'
     price = exchange.symbol_price_prec(pair, price)
     assert price == 2.3456
 
+    markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'price': 0.0001}}})
+    mocker.patch('freqtrade.exchange.Exchange.precisionMode', PropertyMock(return_value=4))
+    mocker.patch('freqtrade.exchange.Exchange.markets', markets)
+
+    price = exchange.symbol_price_prec(pair, price)
+    assert price == 2.3456
+
 
 def test_set_sandbox(default_conf, mocker):
     """

From 5fcab1eee8efce5bfa17d43f70542da65dcc4449 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 12 Jan 2020 14:55:05 +0100
Subject: [PATCH 0267/1106] Align method names to internal ccxt names

These methods are reimplemented from ccxt so we can test their behaviour.
---
 freqtrade/exchange/binance.py         |  6 ++---
 freqtrade/exchange/exchange.py        | 19 ++++++++--------
 freqtrade/pairlist/PrecisionFilter.py |  4 ++--
 tests/exchange/test_binance.py        |  8 +++----
 tests/exchange/test_exchange.py       | 32 +++++++++++++--------------
 tests/exchange/test_kraken.py         |  8 +++----
 tests/test_freqtradebot.py            |  8 +++----
 tests/test_integration.py             |  8 +++----
 8 files changed, 47 insertions(+), 46 deletions(-)

diff --git a/freqtrade/exchange/binance.py b/freqtrade/exchange/binance.py
index 96f72fcf5..12326f083 100644
--- a/freqtrade/exchange/binance.py
+++ b/freqtrade/exchange/binance.py
@@ -41,7 +41,7 @@ class Binance(Exchange):
         """
         ordertype = "stop_loss_limit"
 
-        stop_price = self.symbol_price_prec(pair, stop_price)
+        stop_price = self.price_to_precision(pair, stop_price)
 
         # Ensure rate is less than stop price
         if stop_price <= rate:
@@ -57,9 +57,9 @@ class Binance(Exchange):
             params = self._params.copy()
             params.update({'stopPrice': stop_price})
 
-            amount = self.symbol_amount_prec(pair, amount)
+            amount = self.amount_to_precision(pair, amount)
 
-            rate = self.symbol_price_prec(pair, rate)
+            rate = self.price_to_precision(pair, rate)
 
             order = self._api.create_order(pair, ordertype, 'sell',
                                            amount, rate, params)
diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index e1b5c411d..dd6f257fe 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -7,7 +7,6 @@ import inspect
 import logging
 from copy import deepcopy
 from datetime import datetime, timezone
-from math import ceil
 from random import randint
 from typing import Any, Dict, List, Optional, Tuple
 
@@ -368,10 +367,11 @@ class Exchange:
         """
         return endpoint in self._api.has and self._api.has[endpoint]
 
-    def symbol_amount_prec(self, pair, amount: float) -> float:
+    def amount_to_precision(self, pair, amount: float) -> float:
         '''
         Returns the amount to buy or sell to a precision the Exchange accepts
-        Rounded down
+        Reimplementation of ccxt internal methods - ensuring we can test the result is correct
+        based on our definitions.
         '''
         if self.markets[pair]['precision']['amount']:
             amount = float(decimal_to_precision(amount, rounding_mode=TRUNCATE,
@@ -381,10 +381,11 @@ class Exchange:
 
         return amount
 
-    def symbol_price_prec(self, pair, price: float) -> float:
+    def price_to_precision(self, pair, price: float) -> float:
         '''
         Returns the price buying or selling with to the precision the Exchange accepts
-        Rounds up
+        Reimplementation of ccxt internal methods - ensuring we can test the result is correct
+        based on our definitions.
         '''
         if self.markets[pair]['precision']['price']:
             price = float(decimal_to_precision(price, rounding_mode=ROUND,
@@ -396,7 +397,7 @@ class Exchange:
     def dry_run_order(self, pair: str, ordertype: str, side: str, amount: float,
                       rate: float, params: Dict = {}) -> Dict[str, Any]:
         order_id = f'dry_run_{side}_{randint(0, 10**6)}'
-        _amount = self.symbol_amount_prec(pair, amount)
+        _amount = self.amount_to_precision(pair, amount)
         dry_order = {
             "id": order_id,
             'pair': pair,
@@ -431,13 +432,13 @@ class Exchange:
                      rate: float, params: Dict = {}) -> Dict:
         try:
             # Set the precision for amount and price(rate) as accepted by the exchange
-            amount = self.symbol_amount_prec(pair, amount)
+            amount = self.amount_to_precision(pair, amount)
             needs_price = (ordertype != 'market'
                            or self._api.options.get("createMarketBuyOrderRequiresPrice", False))
-            rate = self.symbol_price_prec(pair, rate) if needs_price else None
+            rate_for_order = self.price_to_precision(pair, rate) if needs_price else None
 
             return self._api.create_order(pair, ordertype, side,
-                                          amount, rate, params)
+                                          amount, rate_for_order, params)
 
         except ccxt.InsufficientFunds as e:
             raise DependencyException(
diff --git a/freqtrade/pairlist/PrecisionFilter.py b/freqtrade/pairlist/PrecisionFilter.py
index aedcc5a88..5d364795d 100644
--- a/freqtrade/pairlist/PrecisionFilter.py
+++ b/freqtrade/pairlist/PrecisionFilter.py
@@ -35,8 +35,8 @@ class PrecisionFilter(IPairList):
         """
         stop_price = ticker['ask'] * stoploss
         # Adjust stop-prices to precision
-        sp = self._exchange.symbol_price_prec(ticker["symbol"], stop_price)
-        stop_gap_price = self._exchange.symbol_price_prec(ticker["symbol"], stop_price * 0.99)
+        sp = self._exchange.price_to_precision(ticker["symbol"], stop_price)
+        stop_gap_price = self._exchange.price_to_precision(ticker["symbol"], stop_price * 0.99)
         logger.debug(f"{ticker['symbol']} - {sp} : {stop_gap_price}")
         if sp <= stop_gap_price:
             logger.info(f"Removed {ticker['symbol']} from whitelist, "
diff --git a/tests/exchange/test_binance.py b/tests/exchange/test_binance.py
index 0a12c1cb1..4bc918c3d 100644
--- a/tests/exchange/test_binance.py
+++ b/tests/exchange/test_binance.py
@@ -22,8 +22,8 @@ def test_stoploss_limit_order(default_conf, mocker):
     })
 
     default_conf['dry_run'] = False
-    mocker.patch('freqtrade.exchange.Exchange.symbol_amount_prec', lambda s, x, y: y)
-    mocker.patch('freqtrade.exchange.Exchange.symbol_price_prec', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.price_to_precision', lambda s, x, y: y)
 
     exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
 
@@ -71,8 +71,8 @@ def test_stoploss_limit_order_dry_run(default_conf, mocker):
     api_mock = MagicMock()
     order_type = 'stop_loss_limit'
     default_conf['dry_run'] = True
-    mocker.patch('freqtrade.exchange.Exchange.symbol_amount_prec', lambda s, x, y: y)
-    mocker.patch('freqtrade.exchange.Exchange.symbol_price_prec', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.price_to_precision', lambda s, x, y: y)
 
     exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
 
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index b90e94547..d666d29ac 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -173,7 +173,7 @@ def test_validate_order_time_in_force(default_conf, mocker, caplog):
     ex.validate_order_time_in_force(tif2)
 
 
-def test_symbol_amount_prec(default_conf, mocker):
+def test_amount_to_precision(default_conf, mocker):
     '''
     Test rounds down to 4 Decimal places
     '''
@@ -190,17 +190,17 @@ def test_symbol_amount_prec(default_conf, mocker):
 
     amount = 2.34559
     pair = 'ETH/BTC'
-    amount = exchange.symbol_amount_prec(pair, amount)
+    amount = exchange.amount_to_precision(pair, amount)
     assert amount == 2.3455
 
     markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'amount': 0.0001}}})
     mocker.patch('freqtrade.exchange.Exchange.precisionMode', PropertyMock(return_value=4))
     mocker.patch('freqtrade.exchange.Exchange.markets', markets)
-    amount = exchange.symbol_amount_prec(pair, amount)
+    amount = exchange.amount_to_precision(pair, amount)
     assert amount == 2.3455
 
 
-def test_symbol_price_prec(default_conf, mocker):
+def test_sprice_to_precision(default_conf, mocker):
     '''
     Test rounds up to 4 decimal places
     '''
@@ -212,14 +212,14 @@ def test_symbol_price_prec(default_conf, mocker):
 
     price = 2.34559
     pair = 'ETH/BTC'
-    price = exchange.symbol_price_prec(pair, price)
+    price = exchange.price_to_precision(pair, price)
     assert price == 2.3456
 
     markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'price': 0.0001}}})
     mocker.patch('freqtrade.exchange.Exchange.precisionMode', PropertyMock(return_value=4))
     mocker.patch('freqtrade.exchange.Exchange.markets', markets)
 
-    price = exchange.symbol_price_prec(pair, price)
+    price = exchange.price_to_precision(pair, price)
     assert price == 2.3456
 
 
@@ -615,8 +615,8 @@ def test_create_order(default_conf, mocker, side, ordertype, rate, marketprice,
         }
     })
     default_conf['dry_run'] = False
-    mocker.patch('freqtrade.exchange.Exchange.symbol_amount_prec', lambda s, x, y: y)
-    mocker.patch('freqtrade.exchange.Exchange.symbol_price_prec', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.price_to_precision', lambda s, x, y: y)
     exchange = get_patched_exchange(mocker, default_conf, api_mock, id=exchange_name)
 
     order = exchange.create_order(
@@ -656,8 +656,8 @@ def test_buy_prod(default_conf, mocker, exchange_name):
         }
     })
     default_conf['dry_run'] = False
-    mocker.patch('freqtrade.exchange.Exchange.symbol_amount_prec', lambda s, x, y: y)
-    mocker.patch('freqtrade.exchange.Exchange.symbol_price_prec', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.price_to_precision', lambda s, x, y: y)
     exchange = get_patched_exchange(mocker, default_conf, api_mock, id=exchange_name)
 
     order = exchange.buy(pair='ETH/BTC', ordertype=order_type,
@@ -730,8 +730,8 @@ def test_buy_considers_time_in_force(default_conf, mocker, exchange_name):
         }
     })
     default_conf['dry_run'] = False
-    mocker.patch('freqtrade.exchange.Exchange.symbol_amount_prec', lambda s, x, y: y)
-    mocker.patch('freqtrade.exchange.Exchange.symbol_price_prec', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.price_to_precision', lambda s, x, y: y)
     exchange = get_patched_exchange(mocker, default_conf, api_mock, id=exchange_name)
 
     order_type = 'limit'
@@ -792,8 +792,8 @@ def test_sell_prod(default_conf, mocker, exchange_name):
     })
     default_conf['dry_run'] = False
 
-    mocker.patch('freqtrade.exchange.Exchange.symbol_amount_prec', lambda s, x, y: y)
-    mocker.patch('freqtrade.exchange.Exchange.symbol_price_prec', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.price_to_precision', lambda s, x, y: y)
     exchange = get_patched_exchange(mocker, default_conf, api_mock, id=exchange_name)
 
     order = exchange.sell(pair='ETH/BTC', ordertype=order_type, amount=1, rate=200)
@@ -856,8 +856,8 @@ def test_sell_considers_time_in_force(default_conf, mocker, exchange_name):
     })
     api_mock.options = {}
     default_conf['dry_run'] = False
-    mocker.patch('freqtrade.exchange.Exchange.symbol_amount_prec', lambda s, x, y: y)
-    mocker.patch('freqtrade.exchange.Exchange.symbol_price_prec', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.price_to_precision', lambda s, x, y: y)
     exchange = get_patched_exchange(mocker, default_conf, api_mock, id=exchange_name)
 
     order_type = 'limit'
diff --git a/tests/exchange/test_kraken.py b/tests/exchange/test_kraken.py
index 3ad62d85a..8490ee1a2 100644
--- a/tests/exchange/test_kraken.py
+++ b/tests/exchange/test_kraken.py
@@ -21,8 +21,8 @@ def test_buy_kraken_trading_agreement(default_conf, mocker):
     })
     default_conf['dry_run'] = False
 
-    mocker.patch('freqtrade.exchange.Exchange.symbol_amount_prec', lambda s, x, y: y)
-    mocker.patch('freqtrade.exchange.Exchange.symbol_price_prec', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.price_to_precision', lambda s, x, y: y)
     exchange = get_patched_exchange(mocker, default_conf, api_mock, id="kraken")
 
     order = exchange.buy(pair='ETH/BTC', ordertype=order_type,
@@ -53,8 +53,8 @@ def test_sell_kraken_trading_agreement(default_conf, mocker):
     })
     default_conf['dry_run'] = False
 
-    mocker.patch('freqtrade.exchange.Exchange.symbol_amount_prec', lambda s, x, y: y)
-    mocker.patch('freqtrade.exchange.Exchange.symbol_price_prec', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.price_to_precision', lambda s, x, y: y)
     exchange = get_patched_exchange(mocker, default_conf, api_mock, id="kraken")
 
     order = exchange.sell(pair='ETH/BTC', ordertype=order_type, amount=1, rate=200)
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 58f88198a..5267a267b 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2435,8 +2435,8 @@ def test_execute_sell_with_stoploss_on_exchange(default_conf, ticker, fee, ticke
         'freqtrade.exchange.Exchange',
         fetch_ticker=ticker,
         get_fee=fee,
-        symbol_amount_prec=lambda s, x, y: y,
-        symbol_price_prec=lambda s, x, y: y,
+        amount_to_precision=lambda s, x, y: y,
+        price_to_precision=lambda s, x, y: y,
         stoploss_limit=stoploss_limit,
         cancel_order=cancel_order,
     )
@@ -2478,8 +2478,8 @@ def test_may_execute_sell_after_stoploss_on_exchange_hit(default_conf, ticker, f
         'freqtrade.exchange.Exchange',
         fetch_ticker=ticker,
         get_fee=fee,
-        symbol_amount_prec=lambda s, x, y: y,
-        symbol_price_prec=lambda s, x, y: y,
+        amount_to_precision=lambda s, x, y: y,
+        price_to_precision=lambda s, x, y: y,
     )
 
     stoploss_limit = MagicMock(return_value={
diff --git a/tests/test_integration.py b/tests/test_integration.py
index 98bf1862b..2b4a1b946 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -58,8 +58,8 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
         'freqtrade.exchange.Exchange',
         fetch_ticker=ticker,
         get_fee=fee,
-        symbol_amount_prec=lambda s, x, y: y,
-        symbol_price_prec=lambda s, x, y: y,
+        amount_to_precision=lambda s, x, y: y,
+        price_to_precision=lambda s, x, y: y,
         get_order=stoploss_order_mock,
         cancel_order=cancel_order_mock,
     )
@@ -137,8 +137,8 @@ def test_forcebuy_last_unlimited(default_conf, ticker, fee, limit_buy_order, moc
         'freqtrade.exchange.Exchange',
         fetch_ticker=ticker,
         get_fee=fee,
-        symbol_amount_prec=lambda s, x, y: y,
-        symbol_price_prec=lambda s, x, y: y,
+        amount_to_precision=lambda s, x, y: y,
+        price_to_precision=lambda s, x, y: y,
     )
 
     mocker.patch.multiple(

From 495728f50215b19bc9ba165b0df10f0a76411898 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Mon, 13 Jan 2020 06:31:15 +0300
Subject: [PATCH 0268/1106] Refine docs

---
 docs/plotting.md | 32 ++++++++++++++++----------------
 1 file changed, 16 insertions(+), 16 deletions(-)

diff --git a/docs/plotting.md b/docs/plotting.md
index 2f084b66a..bc4ca8ae0 100644
--- a/docs/plotting.md
+++ b/docs/plotting.md
@@ -124,34 +124,34 @@ freqtrade plot-dataframe --strategy AwesomeStrategy --export-filename user_data/
 
 ![plot-dataframe2](assets/plot-dataframe2.png)
 
-plot-dataframe will require backtesting data, a strategy as well as either a backtesting-results file or a Database file, containing trades corresponding to the strategy.
+The plot-dataframe subcommand requires backtesting data, a strategy and either a backtesting-results file or a database, containing trades corresponding to the strategy.
 
 The resulting plot will have the following elements:
 
-* Green triangles: Buy signals from the strategy. (Note: not every Buy-signal also generates a trade)
-* Red triangles: Sell signals from the strategy.
-* Cyan Circles: Trade entry
-* Red Square: Trade exit for loss or 0% profit
-* Green Square: Trade exit for profit
-* Indicators corresponding to the candle scale (e.g. SMA/EMA), as specified with `--indicators1`.
-* Indicators with different scales (e.g. MACD, RSI) below the volume bars, as specified via `--indicators2`.
-* Volume (bar chart at the bottom of the main chart)
+* Green triangles: Buy signals from the strategy. (Note: not every buy signal generates a trade, compare to cyan circles.)
+* Red triangles: Sell signals from the strategy. (Also, not every sell signal terminates a trade, compare to red and green squares.)
+* Cyan circles: Trade entry points.
+* Red squares: Trade exit points for trades with loss or 0% profit.
+* Green squares: Trade exit points for profitable trades.
+* Indicators with values corresponding to the candle scale (e.g. SMA/EMA), as specified with `--indicators1`.
+* Volume (bar chart at the bottom of the main chart).
+* Indicators with values in different scales (e.g. MACD, RSI) below the volume bars, as specified with `--indicators2`.
 
 !!! Note "Bollinger Bands"
-    Bollinger bands are automatically added to the plot if the columns `bb_lowerband` and `bb_upperband` exist, and are painted as a light blue Area spanning from the lower band to the upper band.
+    Bollinger bands are automatically added to the plot if the columns `bb_lowerband` and `bb_upperband` exist, and are painted as a light blue area spanning from the lower band to the upper band.
 
-#### Advanced Plot configuration
+#### Advanced plot configuration
 
-An advanced plot-configuration can be specified in the strategy.
+An advanced plot configuration can be specified in the strategy in the `plot_config` parameter.
 
-This configuration allows to specify fixed colors (otherwise consecutive plots may produce different colorschemes each time, making comparisons diffiult.).
-It also allows multiple subplots to display both MACD and RSI at the same time.
-
-Additional features when using plot_config:
+Additional features when using plot_config include:
 
 * Specify colors per indicator
 * Specify additional subplots
 
+The sample plot configuration below specifies fixed colors for the indicators. Otherwise consecutive plots may produce different colorschemes each time, making comparisons difficult.
+It also allows multiple subplots to display both MACD and RSI at the same time.
+
 Sample configuration with inline comments explaining the process:
 
 ``` python

From af366357698e24742219d7ff2ed18d65fe382be3 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Mon, 13 Jan 2020 06:36:05 +0300
Subject: [PATCH 0269/1106] Minor changes in the docs

---
 docs/plotting.md | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/docs/plotting.md b/docs/plotting.md
index bc4ca8ae0..ecd5e1603 100644
--- a/docs/plotting.md
+++ b/docs/plotting.md
@@ -124,7 +124,7 @@ freqtrade plot-dataframe --strategy AwesomeStrategy --export-filename user_data/
 
 ![plot-dataframe2](assets/plot-dataframe2.png)
 
-The plot-dataframe subcommand requires backtesting data, a strategy and either a backtesting-results file or a database, containing trades corresponding to the strategy.
+The `plot-dataframe` subcommand requires backtesting data, a strategy and either a backtesting-results file or a database, containing trades corresponding to the strategy.
 
 The resulting plot will have the following elements:
 
@@ -185,12 +185,12 @@ Sample configuration with inline comments explaining the process:
 
 ![plot-profit](assets/plot-profit.png)
 
-The `freqtrade plot-profit` subcommand shows an interactive graph with three plots:
+The `plot-profit` subcommand shows an interactive graph with three plots:
 
-1) Average closing price for all pairs
-2) The summarized profit made by backtesting.
-   Note that this is not the real-world profit, but more of an estimate.
-3) Profit for each individual pair
+* Average closing price for all pairs.
+* The summarized profit made by backtesting.
+Note that this is not the real-world profit, but more of an estimate.
+* Profit for each individual pair.
 
 The first graph is good to get a grip of how the overall market progresses.
 

From 2f8ed7ed191b02fca21b138b26d1cda8f02eb44f Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 13 Jan 2020 07:55:35 +0000
Subject: [PATCH 0270/1106] Bump numpy from 1.18.0 to 1.18.1

Bumps [numpy](https://github.com/numpy/numpy) from 1.18.0 to 1.18.1.
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/master/doc/HOWTO_RELEASE.rst.txt)
- [Commits](https://github.com/numpy/numpy/compare/v1.18.0...v1.18.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index e0e2942b1..c7dd07ee4 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
 # Load common requirements
 -r requirements-common.txt
 
-numpy==1.18.0
+numpy==1.18.1
 pandas==0.25.3

From b3938a86c3b5961c66c33eb3e1b45e3c22056f62 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 13 Jan 2020 07:56:20 +0000
Subject: [PATCH 0271/1106] Bump python-telegram-bot from 12.2.0 to 12.3.0

Bumps [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) from 12.2.0 to 12.3.0.
- [Release notes](https://github.com/python-telegram-bot/python-telegram-bot/releases)
- [Changelog](https://github.com/python-telegram-bot/python-telegram-bot/blob/master/CHANGES.rst)
- [Commits](https://github.com/python-telegram-bot/python-telegram-bot/compare/v12.2.0...v12.3.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index c10536603..dc693a25f 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -2,7 +2,7 @@
 # mainly used for Raspberry pi installs
 ccxt==1.21.32
 SQLAlchemy==1.3.12
-python-telegram-bot==12.2.0
+python-telegram-bot==12.3.0
 arrow==0.15.5
 cachetools==4.0.0
 requests==2.22.0

From c67b2530999cd95c4d3b8155b6fee4ac4d5c0b5c Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 13 Jan 2020 10:38:34 +0000
Subject: [PATCH 0272/1106] Bump ccxt from 1.21.32 to 1.21.56

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.21.32 to 1.21.56.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/CHANGELOG.md)
- [Commits](https://github.com/ccxt/ccxt/compare/1.21.32...1.21.56)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index dc693a25f..15a9d687f 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.21.32
+ccxt==1.21.56
 SQLAlchemy==1.3.12
 python-telegram-bot==12.3.0
 arrow==0.15.5

From 797dc8a4dacf526e859af144d501d1732f935ca5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 14 Jan 2020 15:54:53 +0100
Subject: [PATCH 0273/1106] Add more detailed tests for amount_to_precision

---
 tests/exchange/test_exchange.py | 45 ++++++++++++++++++++++++++-------
 1 file changed, 36 insertions(+), 9 deletions(-)

diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index d666d29ac..379e7d091 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -173,12 +173,19 @@ def test_validate_order_time_in_force(default_conf, mocker, caplog):
     ex.validate_order_time_in_force(tif2)
 
 
-def test_amount_to_precision(default_conf, mocker):
+@pytest.mark.parametrize("amount,precision,expected", [
+    (2.34559, 4, 2.3455),
+    (2.34559, 5, 2.34559),
+    (2.34559, 3, 2.345),
+    (2.9999, 3, 2.999),
+    (2.9909, 3, 2.990),
+])
+def test_amount_to_precision_decimal_places(default_conf, mocker, amount, precision, expected):
     '''
-    Test rounds down to 4 Decimal places
+    Test rounds down
     '''
 
-    markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'amount': 4}}})
+    markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'amount': precision}}})
 
     exchange = get_patched_exchange(mocker, default_conf, id="binance")
     # digits counting mode
@@ -188,16 +195,36 @@ def test_amount_to_precision(default_conf, mocker):
     mocker.patch('freqtrade.exchange.Exchange.precisionMode', PropertyMock(return_value=2))
     mocker.patch('freqtrade.exchange.Exchange.markets', markets)
 
-    amount = 2.34559
     pair = 'ETH/BTC'
-    amount = exchange.amount_to_precision(pair, amount)
-    assert amount == 2.3455
+    assert exchange.amount_to_precision(pair, amount) == expected
 
-    markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'amount': 0.0001}}})
+
+@pytest.mark.parametrize("amount,precision,expected", [
+    (2.34559, 0.0001, 2.3455),
+    (2.34559, 0.00001, 2.34559),
+    (2.34559, 0.001, 2.345),
+    (2.9999, 0.001, 2.999),
+    (2.9909, 0.001, 2.990),
+    (2.9909, 0.005, 2.990),
+    (2.9999, 0.005, 2.995),
+])
+def test_amount_to_precision_tick_size(default_conf, mocker, amount, precision, expected):
+    '''
+    Test rounds down
+    '''
+
+    markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'amount': precision}}})
+
+    exchange = get_patched_exchange(mocker, default_conf, id="binance")
+    # digits counting mode
+    # DECIMAL_PLACES = 2
+    # SIGNIFICANT_DIGITS = 3
+    # TICK_SIZE = 4
     mocker.patch('freqtrade.exchange.Exchange.precisionMode', PropertyMock(return_value=4))
     mocker.patch('freqtrade.exchange.Exchange.markets', markets)
-    amount = exchange.amount_to_precision(pair, amount)
-    assert amount == 2.3455
+
+    pair = 'ETH/BTC'
+    assert exchange.amount_to_precision(pair, amount) == expected
 
 
 def test_sprice_to_precision(default_conf, mocker):

From 425ec53b28ec7d4b463f2f36b6b6c97fa10a99e8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 14 Jan 2020 16:01:35 +0100
Subject: [PATCH 0274/1106] Combine amount_to_precision tests into one

---
 tests/exchange/test_exchange.py | 25 +++++++++++++++++--------
 1 file changed, 17 insertions(+), 8 deletions(-)

diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 379e7d091..a131aaab5 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -173,14 +173,22 @@ def test_validate_order_time_in_force(default_conf, mocker, caplog):
     ex.validate_order_time_in_force(tif2)
 
 
-@pytest.mark.parametrize("amount,precision,expected", [
-    (2.34559, 4, 2.3455),
-    (2.34559, 5, 2.34559),
-    (2.34559, 3, 2.345),
-    (2.9999, 3, 2.999),
-    (2.9909, 3, 2.990),
+@pytest.mark.parametrize("amount,precision_mode,precision,expected", [
+    (2.34559, 2, 4, 2.3455),
+    (2.34559, 2, 5, 2.34559),
+    (2.34559, 2, 3, 2.345),
+    (2.9999, 2, 3, 2.999),
+    (2.9909, 2, 3, 2.990),
+    # Tests for Tick-size
+    (2.34559, 4, 0.0001, 2.3455),
+    (2.34559, 4, 0.00001, 2.34559),
+    (2.34559, 4, 0.001, 2.345),
+    (2.9999, 4, 0.001, 2.999),
+    (2.9909, 4, 0.001, 2.990),
+    (2.9909, 4, 0.005, 2.990),
+    (2.9999, 4, 0.005, 2.995),
 ])
-def test_amount_to_precision_decimal_places(default_conf, mocker, amount, precision, expected):
+def test_amount_to_precision(default_conf, mocker, amount, precision_mode, precision, expected):
     '''
     Test rounds down
     '''
@@ -192,7 +200,8 @@ def test_amount_to_precision_decimal_places(default_conf, mocker, amount, precis
     # DECIMAL_PLACES = 2
     # SIGNIFICANT_DIGITS = 3
     # TICK_SIZE = 4
-    mocker.patch('freqtrade.exchange.Exchange.precisionMode', PropertyMock(return_value=2))
+    mocker.patch('freqtrade.exchange.Exchange.precisionMode',
+                 PropertyMock(return_value=precision_mode))
     mocker.patch('freqtrade.exchange.Exchange.markets', markets)
 
     pair = 'ETH/BTC'

From d7957bd7916b4a72e24c94018f0dd0aede45a9f9 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 14 Jan 2020 16:04:39 +0100
Subject: [PATCH 0275/1106] add advanced tests for price_to_precision

---
 tests/exchange/test_exchange.py | 60 ++++++++++++---------------------
 1 file changed, 22 insertions(+), 38 deletions(-)

diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index a131aaab5..04cf2ff22 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -208,55 +208,39 @@ def test_amount_to_precision(default_conf, mocker, amount, precision_mode, preci
     assert exchange.amount_to_precision(pair, amount) == expected
 
 
-@pytest.mark.parametrize("amount,precision,expected", [
-    (2.34559, 0.0001, 2.3455),
-    (2.34559, 0.00001, 2.34559),
-    (2.34559, 0.001, 2.345),
-    (2.9999, 0.001, 2.999),
-    (2.9909, 0.001, 2.990),
-    (2.9909, 0.005, 2.990),
-    (2.9999, 0.005, 2.995),
+@pytest.mark.parametrize("price,precision_mode,precision,expected", [
+    (2.34559, 2, 4, 2.3456),
+    (2.34559, 2, 5, 2.34559),
+    (2.34559, 2, 3, 2.346),
+    (2.9999, 2, 3, 3.000),
+    (2.9909, 2, 3, 2.991),
+    # Tests for Tick_size
+    (2.34559, 4, 0.0001, 2.3456),
+    (2.34559, 4, 0.00001, 2.34559),
+    (2.34559, 4, 0.001, 2.346),
+    (2.9999, 4, 0.001, 3.000),
+    (2.9909, 4, 0.001, 2.991),
+    (2.9909, 4, 0.005, 2.99),
+    (2.9973, 4, 0.005, 2.995),
+    (2.9977, 4, 0.005, 3.0),
 ])
-def test_amount_to_precision_tick_size(default_conf, mocker, amount, precision, expected):
+def test_price_to_precision(default_conf, mocker, price, precision_mode, precision, expected):
     '''
-    Test rounds down
+    Test price to precision
     '''
-
-    markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'amount': precision}}})
+    markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'price': precision}}})
 
     exchange = get_patched_exchange(mocker, default_conf, id="binance")
+    mocker.patch('freqtrade.exchange.Exchange.markets', markets)
     # digits counting mode
     # DECIMAL_PLACES = 2
     # SIGNIFICANT_DIGITS = 3
     # TICK_SIZE = 4
-    mocker.patch('freqtrade.exchange.Exchange.precisionMode', PropertyMock(return_value=4))
-    mocker.patch('freqtrade.exchange.Exchange.markets', markets)
+    mocker.patch('freqtrade.exchange.Exchange.precisionMode',
+                 PropertyMock(return_value=precision_mode))
 
     pair = 'ETH/BTC'
-    assert exchange.amount_to_precision(pair, amount) == expected
-
-
-def test_sprice_to_precision(default_conf, mocker):
-    '''
-    Test rounds up to 4 decimal places
-    '''
-    markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'price': 4}}})
-
-    exchange = get_patched_exchange(mocker, default_conf, id="binance")
-    mocker.patch('freqtrade.exchange.Exchange.markets', markets)
-    mocker.patch('freqtrade.exchange.Exchange.precisionMode', PropertyMock(return_value=2))
-
-    price = 2.34559
-    pair = 'ETH/BTC'
-    price = exchange.price_to_precision(pair, price)
-    assert price == 2.3456
-
-    markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'price': 0.0001}}})
-    mocker.patch('freqtrade.exchange.Exchange.precisionMode', PropertyMock(return_value=4))
-    mocker.patch('freqtrade.exchange.Exchange.markets', markets)
-
-    price = exchange.price_to_precision(pair, price)
-    assert price == 2.3456
+    assert exchange.price_to_precision(pair, price) == expected
 
 
 def test_set_sandbox(default_conf, mocker):

From bea4ad8effa97626de4ae51d7f0e6c06c963a00f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 14 Jan 2020 20:16:20 +0100
Subject: [PATCH 0276/1106] Revert price_to_precision to rounding up

---
 freqtrade/exchange/exchange.py | 29 +++++++++++++++++++++--------
 1 file changed, 21 insertions(+), 8 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index dd6f257fe..a7243d4d2 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -7,6 +7,7 @@ import inspect
 import logging
 from copy import deepcopy
 from datetime import datetime, timezone
+from math import ceil
 from random import randint
 from typing import Any, Dict, List, Optional, Tuple
 
@@ -14,7 +15,7 @@ import arrow
 import ccxt
 import ccxt.async_support as ccxt_async
 from ccxt.base.decimal_to_precision import (ROUND, ROUND_DOWN, ROUND_UP,
-                                            TRUNCATE, decimal_to_precision)
+                                            TRUNCATE, TICK_SIZE, decimal_to_precision)
 from pandas import DataFrame
 
 from freqtrade.data.converter import parse_ticker_dataframe
@@ -383,15 +384,27 @@ class Exchange:
 
     def price_to_precision(self, pair, price: float) -> float:
         '''
-        Returns the price buying or selling with to the precision the Exchange accepts
-        Reimplementation of ccxt internal methods - ensuring we can test the result is correct
-        based on our definitions.
+        Returns the price rounded up to the precision the Exchange accepts.
+        Partial Reimplementation of ccxt internal method decimal_to_precision(),
+        which does not support rounding up
+        TODO: If ccxt supports ROUND_UP for decimal_to_precision(), we could remove this and
+        align with amount_to_precision().
+        Rounds up
         '''
         if self.markets[pair]['precision']['price']:
-            price = float(decimal_to_precision(price, rounding_mode=ROUND,
-                                               precision=self.markets[pair]['precision']['price'],
-                                               counting_mode=self.precisionMode,
-                                               ))
+            # price = float(decimal_to_precision(price, rounding_mode=ROUND,
+            #                                    precision=self.markets[pair]['precision']['price'],
+            #                                    counting_mode=self.precisionMode,
+            #                                    ))
+            if self.precisionMode == TICK_SIZE:
+                precision = self.markets[pair]['precision']['price']
+                missing = price % precision
+                if missing != 0:
+                    price = price - missing + precision
+            else:
+                symbol_prec = self.markets[pair]['precision']['price']
+                big_price = price * pow(10, symbol_prec)
+                price = ceil(big_price) / pow(10, symbol_prec)
         return price
 
     def dry_run_order(self, pair: str, ordertype: str, side: str, amount: float,

From 1e58cd70ad1253784a3f6d76997cf090c54362ab Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 14 Jan 2020 20:16:47 +0100
Subject: [PATCH 0277/1106] Adapt tests to round price up

---
 tests/exchange/test_exchange.py | 10 +++++++---
 1 file changed, 7 insertions(+), 3 deletions(-)

diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 04cf2ff22..c3cf7ae58 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -220,9 +220,13 @@ def test_amount_to_precision(default_conf, mocker, amount, precision_mode, preci
     (2.34559, 4, 0.001, 2.346),
     (2.9999, 4, 0.001, 3.000),
     (2.9909, 4, 0.001, 2.991),
-    (2.9909, 4, 0.005, 2.99),
-    (2.9973, 4, 0.005, 2.995),
+    (2.9909, 4, 0.005, 2.995),
+    (2.9973, 4, 0.005, 3.0),
     (2.9977, 4, 0.005, 3.0),
+    (234.43, 4, 0.5, 234.5),
+    (234.53, 4, 0.5, 235.0),
+    (0.891534, 4, 0.0001, 0.8916),
+
 ])
 def test_price_to_precision(default_conf, mocker, price, precision_mode, precision, expected):
     '''
@@ -240,7 +244,7 @@ def test_price_to_precision(default_conf, mocker, price, precision_mode, precisi
                  PropertyMock(return_value=precision_mode))
 
     pair = 'ETH/BTC'
-    assert exchange.price_to_precision(pair, price) == expected
+    assert pytest.approx(exchange.price_to_precision(pair, price)) == expected
 
 
 def test_set_sandbox(default_conf, mocker):

From 4c823f12e3d740e274f80cbff4e6f37ef9e676ac Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 14 Jan 2020 20:25:58 +0100
Subject: [PATCH 0278/1106] Sort imports

---
 freqtrade/exchange/exchange.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index a7243d4d2..4c5c9194c 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -14,8 +14,8 @@ from typing import Any, Dict, List, Optional, Tuple
 import arrow
 import ccxt
 import ccxt.async_support as ccxt_async
-from ccxt.base.decimal_to_precision import (ROUND, ROUND_DOWN, ROUND_UP,
-                                            TRUNCATE, TICK_SIZE, decimal_to_precision)
+from ccxt.base.decimal_to_precision import (ROUND_DOWN, ROUND_UP, TICK_SIZE,
+                                            TRUNCATE, decimal_to_precision)
 from pandas import DataFrame
 
 from freqtrade.data.converter import parse_ticker_dataframe

From 4013701bdb42b4d42dd0ea9db2fed733c187e756 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 15 Jan 2020 06:42:53 +0100
Subject: [PATCH 0279/1106] allow wallet update to be skipped if the value is
 fresh enough.

Value is NOT configurable, having this wrong can result in bans on the
exchange.
---
 freqtrade/wallets.py | 28 ++++++++++++++++++++--------
 1 file changed, 20 insertions(+), 8 deletions(-)

diff --git a/freqtrade/wallets.py b/freqtrade/wallets.py
index 54c3f9138..c52767162 100644
--- a/freqtrade/wallets.py
+++ b/freqtrade/wallets.py
@@ -2,7 +2,10 @@
 """ Wallet """
 
 import logging
-from typing import Dict, NamedTuple, Any
+from typing import Any, Dict, NamedTuple
+
+import arrow
+
 from freqtrade.exchange import Exchange
 from freqtrade.persistence import Trade
 
@@ -24,7 +27,7 @@ class Wallets:
         self._exchange = exchange
         self._wallets: Dict[str, Wallet] = {}
         self.start_cap = config['dry_run_wallet']
-
+        self._last_wallet_refresh = 0
         self.update()
 
     def get_free(self, currency) -> float:
@@ -95,12 +98,21 @@ class Wallets:
                 balances[currency].get('total', None)
             )
 
-    def update(self) -> None:
-        if self._config['dry_run']:
-            self._update_dry()
-        else:
-            self._update_live()
-        logger.info('Wallets synced.')
+    def update(self, require_update: bool = True) -> None:
+        """
+        Updates wallets from the configured version.
+        By default, updates from the exchange.
+        Update-skipping should only be used for user-invoked /balance calls, since
+        for trading operations, the latest balance is needed.
+        :param require_update: Allow skipping an update if balances were recently refreshed
+        """
+        if (require_update or (self._last_wallet_refresh + 3600 < arrow.utcnow().timestamp)):
+            if self._config['dry_run']:
+                self._update_dry()
+            else:
+                self._update_live()
+            logger.info('Wallets synced.')
+            self._last_wallet_refresh = arrow.utcnow().timestamp
 
     def get_all_balances(self) -> Dict[str, Any]:
         return self._wallets

From c8806a16a12fad76485f92e2babbe0a9de25c262 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 15 Jan 2020 06:43:41 +0100
Subject: [PATCH 0280/1106] Allow wallet update from /balance

---
 freqtrade/rpc/rpc.py  | 2 ++
 tests/test_wallets.py | 7 ++++++-
 2 files changed, 8 insertions(+), 1 deletion(-)

diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index c187dae4f..0469d418d 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -306,6 +306,8 @@ class RPC:
         except (TemporaryError, DependencyException):
             raise RPCException('Error getting current tickers.')
 
+        self._freqtrade.wallets.update(require_update=False)
+
         for coin, balance in self._freqtrade.wallets.get_all_balances().items():
             if not balance.total:
                 continue
diff --git a/tests/test_wallets.py b/tests/test_wallets.py
index 3177edc05..884470014 100644
--- a/tests/test_wallets.py
+++ b/tests/test_wallets.py
@@ -32,7 +32,7 @@ def test_sync_wallet_at_boot(mocker, default_conf):
     assert freqtrade.wallets._wallets['GAS'].used == 0.0
     assert freqtrade.wallets._wallets['GAS'].total == 0.260739
     assert freqtrade.wallets.get_free('BNT') == 1.0
-
+    assert freqtrade.wallets._last_wallet_refresh > 0
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         get_balances=MagicMock(return_value={
@@ -61,6 +61,11 @@ def test_sync_wallet_at_boot(mocker, default_conf):
     assert freqtrade.wallets.get_free('GAS') == 0.270739
     assert freqtrade.wallets.get_used('GAS') == 0.1
     assert freqtrade.wallets.get_total('GAS') == 0.260439
+    update_mock = mocker.patch('freqtrade.wallets.Wallets._update_live')
+    freqtrade.wallets.update(False)
+    assert update_mock.call_count == 0
+    freqtrade.wallets.update()
+    assert update_mock.call_count == 1
 
 
 def test_sync_wallet_missing_data(mocker, default_conf):

From f73f0b1653b8914218c326776a4adffa0cf75fa7 Mon Sep 17 00:00:00 2001
From: Tejesh <tejesh@Tejeshs-MacBook-Pro-2.local>
Date: Wed, 15 Jan 2020 19:29:00 +0530
Subject: [PATCH 0281/1106] Update comments on backtesting

---
 freqtrade/optimize/backtesting.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 18cc27ff4..1070f2481 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -296,7 +296,7 @@ class Backtesting:
         """
         # Arguments are long and noisy, so this is commented out.
         # Uncomment if you need to debug the backtest() method.
-#        logger.debug(f"Start backtest, args: {args}")
+        # logger.debug(f"Start backtest, args: {args}")
         processed = args['processed']
         stake_amount = args['stake_amount']
         max_open_trades = args.get('max_open_trades', 0)

From 6feb68b18da6f1edbdbd9a7cde05e8a262ab5568 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 15 Jan 2020 19:51:33 +0100
Subject: [PATCH 0282/1106] Change feature sorting to tell more of a story

---
 docs/index.md | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/docs/index.md b/docs/index.md
index b664552bc..c88c73619 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -25,15 +25,15 @@ Freqtrade is a crypto-currency algorithmic trading software developed in python
 
 ## Features
 
-- Run: Run the bot on exchange with simulated money (Dry-Run mode) or with real money (Live-Trade mode).
-- Select markets: Create your static list or use an automatic one based on top traded volumes and/or prices (not available during backtesting). You can also explicitly blacklist markets you don't want to trade.
-- Download market data: Download historical data of the exchange and the markets your may want to trade with. The historical data can be based on [OHLCV](https://en.wikipedia.org/wiki/Open-high-low-close_chart) candles or be trade ticks (for exchanges that support this).
-- Strategy: Write your strategy in python, using [pandas](https://pandas.pydata.org/). Example strategies to inspire you are available in the [strategy repository](https://github.com/freqtrade/freqtrade-strategies).
+- Develop your Strategy: Write your strategy in python, using [pandas](https://pandas.pydata.org/). Example strategies to inspire you are available in the [strategy repository](https://github.com/freqtrade/freqtrade-strategies).
+- Download market data: Download historical data of the exchange and the markets your may want to trade with.
 - Backtest: Test your strategy on downloaded historical data.
 - Optimize: Find the best parameters for your strategy using hyperoptimization which employs machining learning methods. You can optimize buy, sell, take profit (ROI), stop-loss and trailing stop-loss parameters for your strategy.
+- Select markets: Create your static list or use an automatic one based on top traded volumes and/or prices (not available during backtesting). You can also explicitly blacklist markets you don't want to trade.
+- Run: Test your strategy with simulated money (Dry-Run mode) or deploy it with real money (Live-Trade mode).
 - Run using Edge (optional module): The concept is to find the best historical [trade expectancy](edge.md#expectancy) by markets based on variation of the stop-loss and then allow/reject markets to trade. The sizing of the trade is based on a risk of a percentage of your capital.
 - Control/Monitor: Use Telegram or a REST API (start/stop the bot, show profit/loss, daily summary, current open trades results, etc.).
-- Analyse: Further analysis can be possibilities on either Backtesting data or Freqtrade trading history (SQL database), including automated standard plots, and methods to load the data into [interactive environments](data-analysis.md).
+- Analyse: Further analysis can be performed on either Backtesting data or Freqtrade trading history (SQL database), including automated standard plots, and methods to load the data into [interactive environments](data-analysis.md).
 
 ## Requirements
 

From d1bf388b0edfdf2cab6d9800cdddf50c9b771654 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 15 Jan 2020 19:56:14 +0100
Subject: [PATCH 0283/1106] Wallet amount must be compared with >=

---
 freqtrade/freqtradebot.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index e3f2616a2..a5d980504 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -904,7 +904,7 @@ class FreqtradeBot:
         """
         wallet_amount = self.wallets.get_free(pair.split('/')[0])
         logger.debug(f"{pair} - Wallet: {wallet_amount} - Trade-amount: {amount}")
-        if wallet_amount > amount:
+        if wallet_amount >= amount:
             return amount
         elif wallet_amount > amount * 0.98:
             logger.info(f"{pair} - Falling back to wallet-amount.")

From 90ed4c665bf21f3388f7bd90a16f5f02d5062621 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 15 Jan 2020 19:59:08 +0100
Subject: [PATCH 0284/1106] Cover equal case via test

---
 tests/test_freqtradebot.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 58f88198a..eedf79553 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2764,6 +2764,9 @@ def test__safe_sell_amount(default_conf, fee, caplog, mocker):
 
     assert freqtrade._safe_sell_amount(trade.pair, trade.amount) == amount_wallet
     assert log_has_re(r'.*Falling back to wallet-amount.', caplog)
+    caplog.clear()
+    assert freqtrade._safe_sell_amount(trade.pair, amount_wallet) == amount_wallet
+    assert not log_has_re(r'.*Falling back to wallet-amount.', caplog)
 
 
 def test__safe_sell_amount_error(default_conf, fee, caplog, mocker):

From 8bcfe4a6aaa370a1dc2f0554c4309d1a713ce152 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 15 Jan 2020 21:01:36 +0100
Subject: [PATCH 0285/1106] Up log level of safe_sell_amount message

---
 freqtrade/freqtradebot.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index a5d980504..4db5f08b1 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -903,7 +903,7 @@ class FreqtradeBot:
         :raise: DependencyException: if available balance is not within 2% of the available amount.
         """
         wallet_amount = self.wallets.get_free(pair.split('/')[0])
-        logger.debug(f"{pair} - Wallet: {wallet_amount} - Trade-amount: {amount}")
+        logger.info(f"Selling {pair} - Wallet: {wallet_amount} - Trade-amount: {amount}")
         if wallet_amount >= amount:
             return amount
         elif wallet_amount > amount * 0.98:

From 29a5e4fba15a8f269cacd04ff53937fa78fad01a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 15 Jan 2020 21:52:10 +0100
Subject: [PATCH 0286/1106] Update wallets before getting amount

---
 freqtrade/freqtradebot.py | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 4db5f08b1..e712892f1 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -902,15 +902,19 @@ class FreqtradeBot:
         :return: amount to sell
         :raise: DependencyException: if available balance is not within 2% of the available amount.
         """
+        # Update wallets to ensure amounts tied up in a stoploss is now free!
+        self.wallets.update()
+
         wallet_amount = self.wallets.get_free(pair.split('/')[0])
-        logger.info(f"Selling {pair} - Wallet: {wallet_amount} - Trade-amount: {amount}")
+        logger.debug(f"{pair} - Wallet: {wallet_amount} - Trade-amount: {amount}")
         if wallet_amount >= amount:
             return amount
         elif wallet_amount > amount * 0.98:
             logger.info(f"{pair} - Falling back to wallet-amount.")
             return wallet_amount
         else:
-            raise DependencyException("Not enough amount to sell.")
+            raise DependencyException(
+                f"Not enough amount to sell. Trade-amount: {amount}, Wallet: {wallet_amount}")
 
     def execute_sell(self, trade: Trade, limit: float, sell_reason: SellType) -> None:
         """

From fa1e9dd70d1e48298ddc0c2603ae4ef351e93e85 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 15 Jan 2020 21:53:04 +0100
Subject: [PATCH 0287/1106] Adjust tests to allow updating within
 safe_sell_amount

---
 tests/rpc/test_rpc.py      | 1 +
 tests/test_freqtradebot.py | 5 +++++
 tests/test_integration.py  | 4 ++--
 3 files changed, 8 insertions(+), 2 deletions(-)

diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index ac959cb0e..36fce1797 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -513,6 +513,7 @@ def test_rpc_forcesell(default_conf, ticker, fee, mocker) -> None:
         ),
         get_fee=fee,
     )
+    mocker.patch('freqtrade.wallets.Wallets.get_free', return_value=1000)
 
     freqtradebot = get_patched_freqtradebot(mocker, default_conf)
     patch_get_signal(freqtradebot, (True, False))
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index eedf79553..1cba39c58 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2750,6 +2750,7 @@ def test__safe_sell_amount(default_conf, fee, caplog, mocker):
     amount = 95.33
     amount_wallet = 95.29
     mocker.patch('freqtrade.wallets.Wallets.get_free', MagicMock(return_value=amount_wallet))
+    wallet_update = mocker.patch('freqtrade.wallets.Wallets.update')
     trade = Trade(
         pair='LTC/ETH',
         amount=amount,
@@ -2762,11 +2763,15 @@ def test__safe_sell_amount(default_conf, fee, caplog, mocker):
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
 
+    wallet_update.reset_mock()
     assert freqtrade._safe_sell_amount(trade.pair, trade.amount) == amount_wallet
     assert log_has_re(r'.*Falling back to wallet-amount.', caplog)
+    assert wallet_update.call_count == 1
     caplog.clear()
+    wallet_update.reset_mock()
     assert freqtrade._safe_sell_amount(trade.pair, amount_wallet) == amount_wallet
     assert not log_has_re(r'.*Falling back to wallet-amount.', caplog)
+    assert wallet_update.call_count == 1
 
 
 def test__safe_sell_amount_error(default_conf, fee, caplog, mocker):
diff --git a/tests/test_integration.py b/tests/test_integration.py
index 98bf1862b..ad3e897f8 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -97,8 +97,8 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
 
     # Only order for 3rd trade needs to be cancelled
     assert cancel_order_mock.call_count == 1
-    # Wallets should only be called once per sell cycle
-    assert wallets_mock.call_count == 1
+    # Wallets must be updated between stoploss cancellation and selling.
+    assert wallets_mock.call_count == 2
 
     trade = trades[0]
     assert trade.sell_reason == SellType.STOPLOSS_ON_EXCHANGE.value

From 8d2e0bfd628c13ff51e5962107b7c0fed5db78b3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 19 Jan 2020 13:12:28 +0100
Subject: [PATCH 0288/1106] Move rate-calcuation for stoploss-limit order to
 exchange

---
 freqtrade/exchange/binance.py  | 8 ++++++--
 freqtrade/exchange/exchange.py | 3 ++-
 freqtrade/freqtradebot.py      | 5 +----
 3 files changed, 9 insertions(+), 7 deletions(-)

diff --git a/freqtrade/exchange/binance.py b/freqtrade/exchange/binance.py
index 12326f083..15796bdcb 100644
--- a/freqtrade/exchange/binance.py
+++ b/freqtrade/exchange/binance.py
@@ -32,13 +32,17 @@ class Binance(Exchange):
 
         return super().get_order_book(pair, limit)
 
-    def stoploss_limit(self, pair: str, amount: float, stop_price: float, rate: float) -> Dict:
+    def stoploss_limit(self, pair: str, amount: float, stop_price: float,
+                       order_types: Dict) -> Dict:
         """
         creates a stoploss limit order.
         this stoploss-limit is binance-specific.
         It may work with a limited number of other exchanges, but this has not been tested yet.
-
         """
+        # Limit price threshold: As limit price should always be below stop-price
+        LIMIT_PRICE_PCT = order_types.get('stoploss_on_exchange_limit_ratio', 0.99)
+        rate = stop_price * LIMIT_PRICE_PCT
+
         ordertype = "stop_loss_limit"
 
         stop_price = self.price_to_precision(pair, stop_price)
diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 87c189457..4c5ef823b 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -519,7 +519,8 @@ class Exchange:
 
         return self.create_order(pair, ordertype, 'sell', amount, rate, params)
 
-    def stoploss_limit(self, pair: str, amount: float, stop_price: float, rate: float) -> Dict:
+    def stoploss_limit(self, pair: str, amount: float, stop_price: float,
+                       order_types: Dict) -> Dict:
         """
         creates a stoploss limit order.
         Since ccxt does not unify stoploss-limit orders yet, this needs to be implemented in each
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index e712892f1..1a3097c25 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -636,13 +636,10 @@ class FreqtradeBot:
         Force-sells the pair (using EmergencySell reason) in case of Problems creating the order.
         :return: True if the order succeeded, and False in case of problems.
         """
-        # Limit price threshold: As limit price should always be below stop-price
-        LIMIT_PRICE_PCT = self.strategy.order_types.get('stoploss_on_exchange_limit_ratio', 0.99)
-
         try:
             stoploss_order = self.exchange.stoploss_limit(pair=trade.pair, amount=trade.amount,
                                                           stop_price=stop_price,
-                                                          rate=rate * LIMIT_PRICE_PCT)
+                                                          order_types=self.strategy.order_types)
             trade.stoploss_order_id = str(stoploss_order['id'])
             return True
         except InvalidOrderException as e:

From da0af489a2cd8cc437752e308cab9e44ffc38c7a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 19 Jan 2020 13:25:41 +0100
Subject: [PATCH 0289/1106] Adjust tests to pass in order_types instead of rate

---
 tests/exchange/test_binance.py  | 19 ++++++++++---------
 tests/exchange/test_exchange.py |  2 +-
 tests/test_freqtradebot.py      |  4 ++--
 3 files changed, 13 insertions(+), 12 deletions(-)

diff --git a/tests/exchange/test_binance.py b/tests/exchange/test_binance.py
index 4bc918c3d..bda4946b4 100644
--- a/tests/exchange/test_binance.py
+++ b/tests/exchange/test_binance.py
@@ -28,11 +28,12 @@ def test_stoploss_limit_order(default_conf, mocker):
     exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
 
     with pytest.raises(OperationalException):
-        order = exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=190, rate=200)
+        order = exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=190,
+                                        order_types={'stoploss_on_exchange_limit_ratio': 1.05})
 
     api_mock.create_order.reset_mock()
 
-    order = exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, rate=200)
+    order = exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
     assert 'id' in order
     assert 'info' in order
@@ -41,30 +42,29 @@ def test_stoploss_limit_order(default_conf, mocker):
     assert api_mock.create_order.call_args[0][1] == order_type
     assert api_mock.create_order.call_args[0][2] == 'sell'
     assert api_mock.create_order.call_args[0][3] == 1
-    assert api_mock.create_order.call_args[0][4] == 200
     assert api_mock.create_order.call_args[0][5] == {'stopPrice': 220}
 
     # test exception handling
     with pytest.raises(DependencyException):
         api_mock.create_order = MagicMock(side_effect=ccxt.InsufficientFunds("0 balance"))
         exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
-        exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, rate=200)
+        exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
     with pytest.raises(InvalidOrderException):
         api_mock.create_order = MagicMock(
             side_effect=ccxt.InvalidOrder("binance Order would trigger immediately."))
         exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
-        exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, rate=200)
+        exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
     with pytest.raises(TemporaryError):
         api_mock.create_order = MagicMock(side_effect=ccxt.NetworkError("No connection"))
         exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
-        exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, rate=200)
+        exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
     with pytest.raises(OperationalException, match=r".*DeadBeef.*"):
         api_mock.create_order = MagicMock(side_effect=ccxt.BaseError("DeadBeef"))
         exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
-        exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, rate=200)
+        exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
 
 def test_stoploss_limit_order_dry_run(default_conf, mocker):
@@ -77,11 +77,12 @@ def test_stoploss_limit_order_dry_run(default_conf, mocker):
     exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
 
     with pytest.raises(OperationalException):
-        order = exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=190, rate=200)
+        order = exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=190,
+                                        order_types={'stoploss_on_exchange_limit_ratio': 1.05})
 
     api_mock.create_order.reset_mock()
 
-    order = exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, rate=200)
+    order = exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
     assert 'id' in order
     assert 'info' in order
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 7064d76e1..be40f2192 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -1761,7 +1761,7 @@ def test_get_fee(default_conf, mocker, exchange_name):
 def test_stoploss_limit_order_unsupported_exchange(default_conf, mocker):
     exchange = get_patched_exchange(mocker, default_conf, 'bittrex')
     with pytest.raises(OperationalException, match=r"stoploss_limit is not implemented .*"):
-        exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, rate=200)
+        exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
 
 def test_merge_ft_has_dict(default_conf, mocker):
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 5a4820f2f..2aa1548f8 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1315,7 +1315,7 @@ def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee, caplog,
     cancel_order_mock.assert_called_once_with(100, 'ETH/BTC')
     stoploss_order_mock.assert_called_once_with(amount=85.25149190110828,
                                                 pair='ETH/BTC',
-                                                rate=0.00002344 * 0.95 * 0.99,
+                                                order_types=freqtrade.strategy.order_types,
                                                 stop_price=0.00002344 * 0.95)
 
 
@@ -1492,7 +1492,7 @@ def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
     cancel_order_mock.assert_called_once_with(100, 'NEO/BTC')
     stoploss_order_mock.assert_called_once_with(amount=2131074.168797954,
                                                 pair='NEO/BTC',
-                                                rate=0.00002344 * 0.99 * 0.99,
+                                                order_types=freqtrade.strategy.order_types,
                                                 stop_price=0.00002344 * 0.99)
 
 

From 256fc2e78cc532714b6a8f91d0783b809349bb0c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 19 Jan 2020 13:30:56 +0100
Subject: [PATCH 0290/1106] Rename stoploss_limit to stoploss

---
 freqtrade/exchange/binance.py   |  3 +--
 freqtrade/exchange/exchange.py  |  6 +++---
 freqtrade/freqtradebot.py       |  6 +++---
 tests/exchange/test_binance.py  | 20 ++++++++++----------
 tests/exchange/test_exchange.py |  2 +-
 5 files changed, 18 insertions(+), 19 deletions(-)

diff --git a/freqtrade/exchange/binance.py b/freqtrade/exchange/binance.py
index 15796bdcb..d08726cf0 100644
--- a/freqtrade/exchange/binance.py
+++ b/freqtrade/exchange/binance.py
@@ -32,8 +32,7 @@ class Binance(Exchange):
 
         return super().get_order_book(pair, limit)
 
-    def stoploss_limit(self, pair: str, amount: float, stop_price: float,
-                       order_types: Dict) -> Dict:
+    def stoploss(self, pair: str, amount: float, stop_price: float, order_types: Dict) -> Dict:
         """
         creates a stoploss limit order.
         this stoploss-limit is binance-specific.
diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 4c5ef823b..121a8c636 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -519,10 +519,10 @@ class Exchange:
 
         return self.create_order(pair, ordertype, 'sell', amount, rate, params)
 
-    def stoploss_limit(self, pair: str, amount: float, stop_price: float,
-                       order_types: Dict) -> Dict:
+    def stoploss(self, pair: str, amount: float, stop_price: float, order_types: Dict) -> Dict:
         """
-        creates a stoploss limit order.
+        creates a stoploss order.
+        The precise ordertype is determined by the order_types dict or exchange default.
         Since ccxt does not unify stoploss-limit orders yet, this needs to be implemented in each
         exchange's subclass.
         The exception below should never raise, since we disallow
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 1a3097c25..a4b0ab806 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -637,9 +637,9 @@ class FreqtradeBot:
         :return: True if the order succeeded, and False in case of problems.
         """
         try:
-            stoploss_order = self.exchange.stoploss_limit(pair=trade.pair, amount=trade.amount,
-                                                          stop_price=stop_price,
-                                                          order_types=self.strategy.order_types)
+            stoploss_order = self.exchange.stoploss(pair=trade.pair, amount=trade.amount,
+                                                    stop_price=stop_price,
+                                                    order_types=self.strategy.order_types)
             trade.stoploss_order_id = str(stoploss_order['id'])
             return True
         except InvalidOrderException as e:
diff --git a/tests/exchange/test_binance.py b/tests/exchange/test_binance.py
index bda4946b4..fdf3d7435 100644
--- a/tests/exchange/test_binance.py
+++ b/tests/exchange/test_binance.py
@@ -28,12 +28,12 @@ def test_stoploss_limit_order(default_conf, mocker):
     exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
 
     with pytest.raises(OperationalException):
-        order = exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=190,
-                                        order_types={'stoploss_on_exchange_limit_ratio': 1.05})
+        order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=190,
+                                  order_types={'stoploss_on_exchange_limit_ratio': 1.05})
 
     api_mock.create_order.reset_mock()
 
-    order = exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
+    order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
     assert 'id' in order
     assert 'info' in order
@@ -48,23 +48,23 @@ def test_stoploss_limit_order(default_conf, mocker):
     with pytest.raises(DependencyException):
         api_mock.create_order = MagicMock(side_effect=ccxt.InsufficientFunds("0 balance"))
         exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
-        exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
+        exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
     with pytest.raises(InvalidOrderException):
         api_mock.create_order = MagicMock(
             side_effect=ccxt.InvalidOrder("binance Order would trigger immediately."))
         exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
-        exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
+        exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
     with pytest.raises(TemporaryError):
         api_mock.create_order = MagicMock(side_effect=ccxt.NetworkError("No connection"))
         exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
-        exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
+        exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
     with pytest.raises(OperationalException, match=r".*DeadBeef.*"):
         api_mock.create_order = MagicMock(side_effect=ccxt.BaseError("DeadBeef"))
         exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
-        exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
+        exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
 
 def test_stoploss_limit_order_dry_run(default_conf, mocker):
@@ -77,12 +77,12 @@ def test_stoploss_limit_order_dry_run(default_conf, mocker):
     exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
 
     with pytest.raises(OperationalException):
-        order = exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=190,
-                                        order_types={'stoploss_on_exchange_limit_ratio': 1.05})
+        order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=190,
+                                  order_types={'stoploss_on_exchange_limit_ratio': 1.05})
 
     api_mock.create_order.reset_mock()
 
-    order = exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
+    order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
     assert 'id' in order
     assert 'info' in order
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index be40f2192..7c0c72491 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -1761,7 +1761,7 @@ def test_get_fee(default_conf, mocker, exchange_name):
 def test_stoploss_limit_order_unsupported_exchange(default_conf, mocker):
     exchange = get_patched_exchange(mocker, default_conf, 'bittrex')
     with pytest.raises(OperationalException, match=r"stoploss_limit is not implemented .*"):
-        exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
+        exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
 
 def test_merge_ft_has_dict(default_conf, mocker):

From 16b34e11cad56216d7a8afde5a4ad73e98cc513b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 19 Jan 2020 14:39:51 +0100
Subject: [PATCH 0291/1106] Complete rename of stoploss_limit to stoploss

---
 freqtrade/exchange/exchange.py  |  2 +-
 tests/exchange/test_exchange.py |  4 +--
 tests/test_freqtradebot.py      | 60 ++++++++++++++++-----------------
 tests/test_integration.py       |  4 +--
 4 files changed, 35 insertions(+), 35 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 121a8c636..bef92750c 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -530,7 +530,7 @@ class Exchange:
         Note: Changes to this interface need to be applied to all sub-classes too.
         """
 
-        raise OperationalException(f"stoploss_limit is not implemented for {self.name}.")
+        raise OperationalException(f"stoploss is not implemented for {self.name}.")
 
     @retrier
     def get_balance(self, currency: str) -> float:
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 7c0c72491..680e69764 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -1758,9 +1758,9 @@ def test_get_fee(default_conf, mocker, exchange_name):
                            'get_fee', 'calculate_fee', symbol="ETH/BTC")
 
 
-def test_stoploss_limit_order_unsupported_exchange(default_conf, mocker):
+def test_stoploss_order_unsupported_exchange(default_conf, mocker):
     exchange = get_patched_exchange(mocker, default_conf, 'bittrex')
-    with pytest.raises(OperationalException, match=r"stoploss_limit is not implemented .*"):
+    with pytest.raises(OperationalException, match=r"stoploss is not implemented .*"):
         exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
 
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 2aa1548f8..a33d47f34 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1031,8 +1031,8 @@ def test_add_stoploss_on_exchange(mocker, default_conf, limit_buy_order) -> None
     mocker.patch('freqtrade.freqtradebot.FreqtradeBot.get_real_amount',
                  return_value=limit_buy_order['amount'])
 
-    stoploss_limit = MagicMock(return_value={'id': 13434334})
-    mocker.patch('freqtrade.exchange.Exchange.stoploss_limit', stoploss_limit)
+    stoploss = MagicMock(return_value={'id': 13434334})
+    mocker.patch('freqtrade.exchange.Exchange.stoploss', stoploss)
 
     freqtrade = FreqtradeBot(default_conf)
     freqtrade.strategy.order_types['stoploss_on_exchange'] = True
@@ -1045,13 +1045,13 @@ def test_add_stoploss_on_exchange(mocker, default_conf, limit_buy_order) -> None
 
     freqtrade.exit_positions(trades)
     assert trade.stoploss_order_id == '13434334'
-    assert stoploss_limit.call_count == 1
+    assert stoploss.call_count == 1
     assert trade.is_open is True
 
 
 def test_handle_stoploss_on_exchange(mocker, default_conf, fee, caplog,
                                      limit_buy_order, limit_sell_order) -> None:
-    stoploss_limit = MagicMock(return_value={'id': 13434334})
+    stoploss = MagicMock(return_value={'id': 13434334})
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     mocker.patch.multiple(
@@ -1064,7 +1064,7 @@ def test_handle_stoploss_on_exchange(mocker, default_conf, fee, caplog,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         sell=MagicMock(return_value={'id': limit_sell_order['id']}),
         get_fee=fee,
-        stoploss_limit=stoploss_limit
+        stoploss=stoploss
     )
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
@@ -1078,7 +1078,7 @@ def test_handle_stoploss_on_exchange(mocker, default_conf, fee, caplog,
     trade.stoploss_order_id = None
 
     assert freqtrade.handle_stoploss_on_exchange(trade) is False
-    assert stoploss_limit.call_count == 1
+    assert stoploss.call_count == 1
     assert trade.stoploss_order_id == "13434334"
 
     # Second case: when stoploss is set but it is not yet hit
@@ -1102,10 +1102,10 @@ def test_handle_stoploss_on_exchange(mocker, default_conf, fee, caplog,
 
     canceled_stoploss_order = MagicMock(return_value={'status': 'canceled'})
     mocker.patch('freqtrade.exchange.Exchange.get_order', canceled_stoploss_order)
-    stoploss_limit.reset_mock()
+    stoploss.reset_mock()
 
     assert freqtrade.handle_stoploss_on_exchange(trade) is False
-    assert stoploss_limit.call_count == 1
+    assert stoploss.call_count == 1
     assert trade.stoploss_order_id == "13434334"
 
     # Fourth case: when stoploss is set and it is hit
@@ -1132,7 +1132,7 @@ def test_handle_stoploss_on_exchange(mocker, default_conf, fee, caplog,
     assert trade.is_open is False
 
     mocker.patch(
-        'freqtrade.exchange.Exchange.stoploss_limit',
+        'freqtrade.exchange.Exchange.stoploss',
         side_effect=DependencyException()
     )
     freqtrade.handle_stoploss_on_exchange(trade)
@@ -1142,11 +1142,11 @@ def test_handle_stoploss_on_exchange(mocker, default_conf, fee, caplog,
     # Fifth case: get_order returns InvalidOrder
     # It should try to add stoploss order
     trade.stoploss_order_id = 100
-    stoploss_limit.reset_mock()
+    stoploss.reset_mock()
     mocker.patch('freqtrade.exchange.Exchange.get_order', side_effect=InvalidOrderException())
-    mocker.patch('freqtrade.exchange.Exchange.stoploss_limit', stoploss_limit)
+    mocker.patch('freqtrade.exchange.Exchange.stoploss', stoploss)
     freqtrade.handle_stoploss_on_exchange(trade)
-    assert stoploss_limit.call_count == 1
+    assert stoploss.call_count == 1
 
 
 def test_handle_sle_cancel_cant_recreate(mocker, default_conf, fee, caplog,
@@ -1165,7 +1165,7 @@ def test_handle_sle_cancel_cant_recreate(mocker, default_conf, fee, caplog,
         sell=MagicMock(return_value={'id': limit_sell_order['id']}),
         get_fee=fee,
         get_order=MagicMock(return_value={'status': 'canceled'}),
-        stoploss_limit=MagicMock(side_effect=DependencyException()),
+        stoploss=MagicMock(side_effect=DependencyException()),
     )
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
@@ -1199,7 +1199,7 @@ def test_create_stoploss_order_invalid_order(mocker, default_conf, caplog, fee,
         sell=sell_mock,
         get_fee=fee,
         get_order=MagicMock(return_value={'status': 'canceled'}),
-        stoploss_limit=MagicMock(side_effect=InvalidOrderException()),
+        stoploss=MagicMock(side_effect=InvalidOrderException()),
     )
     freqtrade = FreqtradeBot(default_conf)
     patch_get_signal(freqtrade)
@@ -1229,7 +1229,7 @@ def test_create_stoploss_order_invalid_order(mocker, default_conf, caplog, fee,
 def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee, caplog,
                                               limit_buy_order, limit_sell_order) -> None:
     # When trailing stoploss is set
-    stoploss_limit = MagicMock(return_value={'id': 13434334})
+    stoploss = MagicMock(return_value={'id': 13434334})
     patch_RPCManager(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
@@ -1241,7 +1241,7 @@ def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee, caplog,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         sell=MagicMock(return_value={'id': limit_sell_order['id']}),
         get_fee=fee,
-        stoploss_limit=stoploss_limit
+        stoploss=stoploss
     )
 
     # enabling TSL
@@ -1296,7 +1296,7 @@ def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee, caplog,
     cancel_order_mock = MagicMock()
     stoploss_order_mock = MagicMock()
     mocker.patch('freqtrade.exchange.Exchange.cancel_order', cancel_order_mock)
-    mocker.patch('freqtrade.exchange.Exchange.stoploss_limit', stoploss_order_mock)
+    mocker.patch('freqtrade.exchange.Exchange.stoploss', stoploss_order_mock)
 
     # stoploss should not be updated as the interval is 60 seconds
     assert freqtrade.handle_trade(trade) is False
@@ -1322,7 +1322,7 @@ def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee, caplog,
 def test_handle_stoploss_on_exchange_trailing_error(mocker, default_conf, fee, caplog,
                                                     limit_buy_order, limit_sell_order) -> None:
     # When trailing stoploss is set
-    stoploss_limit = MagicMock(return_value={'id': 13434334})
+    stoploss = MagicMock(return_value={'id': 13434334})
     patch_exchange(mocker)
 
     mocker.patch.multiple(
@@ -1335,7 +1335,7 @@ def test_handle_stoploss_on_exchange_trailing_error(mocker, default_conf, fee, c
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         sell=MagicMock(return_value={'id': limit_sell_order['id']}),
         get_fee=fee,
-        stoploss_limit=stoploss_limit
+        stoploss=stoploss
     )
 
     # enabling TSL
@@ -1375,12 +1375,12 @@ def test_handle_stoploss_on_exchange_trailing_error(mocker, default_conf, fee, c
     assert log_has_re(r"Could not cancel stoploss order abcd for pair ETH/BTC.*", caplog)
 
     # Still try to create order
-    assert stoploss_limit.call_count == 1
+    assert stoploss.call_count == 1
 
     # Fail creating stoploss order
     caplog.clear()
     cancel_mock = mocker.patch("freqtrade.exchange.Exchange.cancel_order", MagicMock())
-    mocker.patch("freqtrade.exchange.Exchange.stoploss_limit", side_effect=DependencyException())
+    mocker.patch("freqtrade.exchange.Exchange.stoploss", side_effect=DependencyException())
     freqtrade.handle_trailing_stoploss_on_exchange(trade, stoploss_order_hanging)
     assert cancel_mock.call_count == 1
     assert log_has_re(r"Could not create trailing stoploss order for pair ETH/BTC\..*", caplog)
@@ -1390,7 +1390,7 @@ def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
                                               limit_buy_order, limit_sell_order) -> None:
 
     # When trailing stoploss is set
-    stoploss_limit = MagicMock(return_value={'id': 13434334})
+    stoploss = MagicMock(return_value={'id': 13434334})
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     patch_edge(mocker)
@@ -1406,7 +1406,7 @@ def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         sell=MagicMock(return_value={'id': limit_sell_order['id']}),
         get_fee=fee,
-        stoploss_limit=stoploss_limit
+        stoploss=stoploss
     )
 
     # enabling TSL
@@ -1459,7 +1459,7 @@ def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
     cancel_order_mock = MagicMock()
     stoploss_order_mock = MagicMock()
     mocker.patch('freqtrade.exchange.Exchange.cancel_order', cancel_order_mock)
-    mocker.patch('freqtrade.exchange.Exchange.stoploss_limit', stoploss_order_mock)
+    mocker.patch('freqtrade.exchange.Exchange.stoploss', stoploss_order_mock)
 
     # price goes down 5%
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker', MagicMock(return_value={
@@ -2423,7 +2423,7 @@ def test_execute_sell_with_stoploss_on_exchange(default_conf, ticker, fee, ticke
     default_conf['exchange']['name'] = 'binance'
     rpc_mock = patch_RPCManager(mocker)
     patch_exchange(mocker)
-    stoploss_limit = MagicMock(return_value={
+    stoploss = MagicMock(return_value={
         'id': 123,
         'info': {
             'foo': 'bar'
@@ -2437,7 +2437,7 @@ def test_execute_sell_with_stoploss_on_exchange(default_conf, ticker, fee, ticke
         get_fee=fee,
         amount_to_precision=lambda s, x, y: y,
         price_to_precision=lambda s, x, y: y,
-        stoploss_limit=stoploss_limit,
+        stoploss=stoploss,
         cancel_order=cancel_order,
     )
 
@@ -2482,14 +2482,14 @@ def test_may_execute_sell_after_stoploss_on_exchange_hit(default_conf, ticker, f
         price_to_precision=lambda s, x, y: y,
     )
 
-    stoploss_limit = MagicMock(return_value={
+    stoploss = MagicMock(return_value={
         'id': 123,
         'info': {
             'foo': 'bar'
         }
     })
 
-    mocker.patch('freqtrade.exchange.Binance.stoploss_limit', stoploss_limit)
+    mocker.patch('freqtrade.exchange.Binance.stoploss', stoploss)
 
     freqtrade = FreqtradeBot(default_conf)
     freqtrade.strategy.order_types['stoploss_on_exchange'] = True
@@ -2507,7 +2507,7 @@ def test_may_execute_sell_after_stoploss_on_exchange_hit(default_conf, ticker, f
     # Assuming stoploss on exchnage is hit
     # stoploss_order_id should become None
     # and trade should be sold at the price of stoploss
-    stoploss_limit_executed = MagicMock(return_value={
+    stoploss_executed = MagicMock(return_value={
         "id": "123",
         "timestamp": 1542707426845,
         "datetime": "2018-11-20T09:50:26.845Z",
@@ -2525,7 +2525,7 @@ def test_may_execute_sell_after_stoploss_on_exchange_hit(default_conf, ticker, f
         "fee": None,
         "trades": None
     })
-    mocker.patch('freqtrade.exchange.Exchange.get_order', stoploss_limit_executed)
+    mocker.patch('freqtrade.exchange.Exchange.get_order', stoploss_executed)
 
     freqtrade.exit_positions(trades)
     assert trade.stoploss_order_id is None
diff --git a/tests/test_integration.py b/tests/test_integration.py
index 9cb071bb8..c40da7e9d 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -20,7 +20,7 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
     default_conf['max_open_trades'] = 3
     default_conf['exchange']['name'] = 'binance'
 
-    stoploss_limit = {
+    stoploss = {
         'id': 123,
         'info': {}
     }
@@ -53,7 +53,7 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
         SellCheckTuple(sell_flag=True, sell_type=SellType.SELL_SIGNAL)]
     )
     cancel_order_mock = MagicMock()
-    mocker.patch('freqtrade.exchange.Binance.stoploss_limit', stoploss_limit)
+    mocker.patch('freqtrade.exchange.Binance.stoploss', stoploss)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         fetch_ticker=ticker,

From e6f1912443fa4a1229ac53ee2f1af3f5be3804ec Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 19 Jan 2020 14:07:59 +0100
Subject: [PATCH 0292/1106] Use named arguments for stoploss create_order call

---
 freqtrade/exchange/binance.py  |  4 ++--
 tests/exchange/test_binance.py | 15 ++++++++-------
 2 files changed, 10 insertions(+), 9 deletions(-)

diff --git a/freqtrade/exchange/binance.py b/freqtrade/exchange/binance.py
index d08726cf0..8a3e28379 100644
--- a/freqtrade/exchange/binance.py
+++ b/freqtrade/exchange/binance.py
@@ -64,8 +64,8 @@ class Binance(Exchange):
 
             rate = self.price_to_precision(pair, rate)
 
-            order = self._api.create_order(pair, ordertype, 'sell',
-                                           amount, rate, params)
+            order = self._api.create_order(symbol=pair, type=ordertype, side='sell',
+                                           amount=amount, price=stop_price, params=params)
             logger.info('stoploss limit order added for %s. '
                         'stop price: %s. limit: %s', pair, stop_price, rate)
             return order
diff --git a/tests/exchange/test_binance.py b/tests/exchange/test_binance.py
index fdf3d7435..a1b24913e 100644
--- a/tests/exchange/test_binance.py
+++ b/tests/exchange/test_binance.py
@@ -9,7 +9,7 @@ from freqtrade.exceptions import (DependencyException, InvalidOrderException,
 from tests.conftest import get_patched_exchange
 
 
-def test_stoploss_limit_order(default_conf, mocker):
+def test_stoploss_order_binance(default_conf, mocker):
     api_mock = MagicMock()
     order_id = 'test_prod_buy_{}'.format(randint(0, 10 ** 6))
     order_type = 'stop_loss_limit'
@@ -38,11 +38,12 @@ def test_stoploss_limit_order(default_conf, mocker):
     assert 'id' in order
     assert 'info' in order
     assert order['id'] == order_id
-    assert api_mock.create_order.call_args[0][0] == 'ETH/BTC'
-    assert api_mock.create_order.call_args[0][1] == order_type
-    assert api_mock.create_order.call_args[0][2] == 'sell'
-    assert api_mock.create_order.call_args[0][3] == 1
-    assert api_mock.create_order.call_args[0][5] == {'stopPrice': 220}
+    assert api_mock.create_order.call_args_list[0][1]['symbol'] == 'ETH/BTC'
+    assert api_mock.create_order.call_args_list[0][1]['type'] == order_type
+    assert api_mock.create_order.call_args_list[0][1]['side'] == 'sell'
+    assert api_mock.create_order.call_args_list[0][1]['amount'] == 1
+    assert api_mock.create_order.call_args_list[0][1]['price'] == 220
+    assert api_mock.create_order.call_args_list[0][1]['params'] == {'stopPrice': 220}
 
     # test exception handling
     with pytest.raises(DependencyException):
@@ -67,7 +68,7 @@ def test_stoploss_limit_order(default_conf, mocker):
         exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
 
-def test_stoploss_limit_order_dry_run(default_conf, mocker):
+def test_stoploss_order_dry_run_binance(default_conf, mocker):
     api_mock = MagicMock()
     order_type = 'stop_loss_limit'
     default_conf['dry_run'] = True

From f1629c907a3ea88d08c2976223d25c2ce82e56f4 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 19 Jan 2020 14:08:47 +0100
Subject: [PATCH 0293/1106] Implement stoploss for kraken

---
 freqtrade/exchange/kraken.py  | 45 +++++++++++++++++-
 tests/exchange/test_kraken.py | 87 +++++++++++++++++++++++++++++++++++
 2 files changed, 131 insertions(+), 1 deletion(-)

diff --git a/freqtrade/exchange/kraken.py b/freqtrade/exchange/kraken.py
index 9bcd9cc1f..88c414772 100644
--- a/freqtrade/exchange/kraken.py
+++ b/freqtrade/exchange/kraken.py
@@ -4,7 +4,8 @@ from typing import Dict
 
 import ccxt
 
-from freqtrade.exceptions import OperationalException, TemporaryError
+from freqtrade.exceptions import (DependencyException, InvalidOrderException,
+                                  OperationalException, TemporaryError)
 from freqtrade.exchange import Exchange
 from freqtrade.exchange.exchange import retrier
 
@@ -15,6 +16,7 @@ class Kraken(Exchange):
 
     _params: Dict = {"trading_agreement": "agree"}
     _ft_has: Dict = {
+        "stoploss_on_exchange": True,
         "trades_pagination": "id",
         "trades_pagination_arg": "since",
     }
@@ -48,3 +50,44 @@ class Kraken(Exchange):
                 f'Could not get balance due to {e.__class__.__name__}. Message: {e}') from e
         except ccxt.BaseError as e:
             raise OperationalException(e) from e
+
+    def stoploss(self, pair: str, amount: float, stop_price: float, order_types: Dict) -> Dict:
+        """
+        Creates a stoploss market order.
+        Stoploss market orders is the only stoploss type supported by kraken.
+        """
+
+        ordertype = "stop-loss"
+
+        stop_price = self.price_to_precision(pair, stop_price)
+
+        if self._config['dry_run']:
+            dry_order = self.dry_run_order(
+                pair, ordertype, "sell", amount, stop_price)
+            return dry_order
+
+        try:
+            params = self._params.copy()
+
+            amount = self.amount_to_precision(pair, amount)
+
+            order = self._api.create_order(symbol=pair, type=ordertype, side='sell',
+                                           amount=amount, price=stop_price, params=params)
+            logger.info('stoploss order added for %s. '
+                        'stop price: %s.', pair, stop_price)
+            return order
+        except ccxt.InsufficientFunds as e:
+            raise DependencyException(
+                f'Insufficient funds to create {ordertype} sell order on market {pair}.'
+                f'Tried to create stoploss with amount {amount} at stoploss {stop_price}. '
+                f'Message: {e}') from e
+        except ccxt.InvalidOrder as e:
+            raise InvalidOrderException(
+                f'Could not create {ordertype} sell order on market {pair}. '
+                f'Tried to create stoploss with amount {amount} at stoploss {stop_price}. '
+                f'Message: {e}') from e
+        except (ccxt.NetworkError, ccxt.ExchangeError) as e:
+            raise TemporaryError(
+                f'Could not place sell order due to {e.__class__.__name__}. Message: {e}') from e
+        except ccxt.BaseError as e:
+            raise OperationalException(e) from e
diff --git a/tests/exchange/test_kraken.py b/tests/exchange/test_kraken.py
index 8490ee1a2..241d15772 100644
--- a/tests/exchange/test_kraken.py
+++ b/tests/exchange/test_kraken.py
@@ -3,6 +3,11 @@
 from random import randint
 from unittest.mock import MagicMock
 
+import ccxt
+import pytest
+
+from freqtrade.exceptions import (DependencyException, InvalidOrderException,
+                                  OperationalException, TemporaryError)
 from tests.conftest import get_patched_exchange
 from tests.exchange.test_exchange import ccxt_exceptionhandlers
 
@@ -149,3 +154,85 @@ def test_get_balances_prod(default_conf, mocker):
     assert balances['4ST']['used'] == 0.0
     ccxt_exceptionhandlers(mocker, default_conf, api_mock, "kraken",
                            "get_balances", "fetch_balance")
+
+
+def test_stoploss_order_kraken(default_conf, mocker):
+    api_mock = MagicMock()
+    order_id = 'test_prod_buy_{}'.format(randint(0, 10 ** 6))
+    order_type = 'stop-loss'
+
+    api_mock.create_order = MagicMock(return_value={
+        'id': order_id,
+        'info': {
+            'foo': 'bar'
+        }
+    })
+
+    default_conf['dry_run'] = False
+    mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.price_to_precision', lambda s, x, y: y)
+
+    exchange = get_patched_exchange(mocker, default_conf, api_mock, 'kraken')
+
+    # stoploss_on_exchange_limit_ratio is irrelevant for kraken market orders
+    order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=190,
+                              order_types={'stoploss_on_exchange_limit_ratio': 1.05})
+    assert api_mock.create_order.call_count == 1
+
+    api_mock.create_order.reset_mock()
+
+    order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
+
+    assert 'id' in order
+    assert 'info' in order
+    assert order['id'] == order_id
+    assert api_mock.create_order.call_args_list[0][1]['symbol'] == 'ETH/BTC'
+    assert api_mock.create_order.call_args_list[0][1]['type'] == order_type
+    assert api_mock.create_order.call_args_list[0][1]['side'] == 'sell'
+    assert api_mock.create_order.call_args_list[0][1]['amount'] == 1
+    assert api_mock.create_order.call_args_list[0][1]['price'] == 220
+    assert api_mock.create_order.call_args_list[0][1]['params'] == {'trading_agreement': 'agree'}
+
+    # test exception handling
+    with pytest.raises(DependencyException):
+        api_mock.create_order = MagicMock(side_effect=ccxt.InsufficientFunds("0 balance"))
+        exchange = get_patched_exchange(mocker, default_conf, api_mock, 'kraken')
+        exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
+
+    with pytest.raises(InvalidOrderException):
+        api_mock.create_order = MagicMock(
+            side_effect=ccxt.InvalidOrder("kraken Order would trigger immediately."))
+        exchange = get_patched_exchange(mocker, default_conf, api_mock, 'kraken')
+        exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
+
+    with pytest.raises(TemporaryError):
+        api_mock.create_order = MagicMock(side_effect=ccxt.NetworkError("No connection"))
+        exchange = get_patched_exchange(mocker, default_conf, api_mock, 'kraken')
+        exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
+
+    with pytest.raises(OperationalException, match=r".*DeadBeef.*"):
+        api_mock.create_order = MagicMock(side_effect=ccxt.BaseError("DeadBeef"))
+        exchange = get_patched_exchange(mocker, default_conf, api_mock, 'kraken')
+        exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
+
+
+def test_stoploss_order_dry_run_kraken(default_conf, mocker):
+    api_mock = MagicMock()
+    order_type = 'stop-loss'
+    default_conf['dry_run'] = True
+    mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
+    mocker.patch('freqtrade.exchange.Exchange.price_to_precision', lambda s, x, y: y)
+
+    exchange = get_patched_exchange(mocker, default_conf, api_mock, 'kraken')
+
+    api_mock.create_order.reset_mock()
+
+    order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
+
+    assert 'id' in order
+    assert 'info' in order
+    assert 'type' in order
+
+    assert order['type'] == order_type
+    assert order['price'] == 220
+    assert order['amount'] == 1

From 7a22aaa11144dc95cb1f855642fdac555d866537 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 19 Jan 2020 14:30:09 +0100
Subject: [PATCH 0294/1106] UPdate documentation to reflect that
 stoploss-on-exchange is also available for kraken

---
 docs/configuration.md | 2 +-
 docs/exchanges.md     | 5 ++++-
 docs/stoploss.md      | 2 +-
 3 files changed, 6 insertions(+), 3 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index fe692eacb..f2d0fa5f2 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -278,7 +278,7 @@ If this is configured, the following 4 values (`buy`, `sell`, `stoploss` and
 The below is the default which is used if this is not configured in either strategy or configuration file.
 
 Since `stoploss_on_exchange` uses limit orders, the exchange needs 2 prices, the stoploss_price and the Limit price.
-`stoploss` defines the stop-price - and limit should be slightly below this. This defaults to 0.99 / 1%.
+`stoploss` defines the stop-price - and limit should be slightly below this. This defaults to 0.99 / 1% (configurable via `stoploss_on_exchange_limit_ratio`).
 Calculation example: we bought the asset at 100$.
 Stop-price is 95$, then limit would be `95 * 0.99 = 94.05$` - so the stoploss will happen between 95$ and 94.05$.
 
diff --git a/docs/exchanges.md b/docs/exchanges.md
index 76fa81f4a..18a9f1cba 100644
--- a/docs/exchanges.md
+++ b/docs/exchanges.md
@@ -5,7 +5,7 @@ This page combines common gotchas and informations which are exchange-specific a
 ## Binance
 
 !!! Tip "Stoploss on Exchange"
-    Binance is currently the only exchange supporting `stoploss_on_exchange`. It provides great advantages, so we recommend to benefit from it.
+    Binance supports `stoploss_on_exchange` and uses stop-loss-limit orders. It provides great advantages, so we recommend to benefit from it.
 
 ### Blacklists
 
@@ -22,6 +22,9 @@ Binance has been split into 3, and users must use the correct ccxt exchange ID f
 
 ## Kraken
 
+!!! Tip "Stoploss on Exchange"
+    Kraken supports `stoploss_on_exchange` and uses stop-loss-market orders. It provides great advantages, so we recommend to benefit from it, however since the resulting order is a stoploss-market order, sell-rates are not guaranteed, which makes this feature less secure than on other exchanges. This limitation is based on kraken's policy [source](https://blog.kraken.com/post/1494/kraken-enables-advanced-orders-and-adds-10-currency-pairs/) and [source2](https://blog.kraken.com/post/1494/kraken-enables-advanced-orders-and-adds-10-currency-pairs/) - which has stoploss-limit orders disabled.
+
 ### Historic Kraken data
 
 The Kraken API does only provide 720 historic candles, which is sufficient for Freqtrade dry-run and live trade modes, but is a problem for backtesting.
diff --git a/docs/stoploss.md b/docs/stoploss.md
index 105488296..f6d56fd41 100644
--- a/docs/stoploss.md
+++ b/docs/stoploss.md
@@ -27,7 +27,7 @@ So this parameter will tell the bot how often it should update the stoploss orde
 This same logic will reapply a stoploss order on the exchange should you cancel it accidentally.
 
 !!! Note
-    Stoploss on exchange is only supported for Binance as of now.
+    Stoploss on exchange is only supported for Binance (stop-loss-limit) and Kraken (stop-loss-market) as of now.
 
 ## Static Stop Loss
 

From cf9331919fdf658ee86a0b21642c8c717cf0d1b3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 19 Jan 2020 19:54:30 +0100
Subject: [PATCH 0295/1106] move exchange-specific order-parsing to exchange
 class

Related to stoploss_on_exchange in combination with trailing stoploss.

Binance contains stopPrice in the info, while kraken returns the same
value as "price".
---
 freqtrade/exchange/binance.py   |  7 +++++++
 freqtrade/exchange/exchange.py  | 13 ++++++++++---
 freqtrade/exchange/kraken.py    |  7 +++++++
 freqtrade/freqtradebot.py       |  3 +--
 tests/exchange/test_binance.py  | 14 ++++++++++++++
 tests/exchange/test_exchange.py |  3 +++
 tests/exchange/test_kraken.py   | 13 +++++++++++++
 7 files changed, 55 insertions(+), 5 deletions(-)

diff --git a/freqtrade/exchange/binance.py b/freqtrade/exchange/binance.py
index 8a3e28379..45102359d 100644
--- a/freqtrade/exchange/binance.py
+++ b/freqtrade/exchange/binance.py
@@ -32,6 +32,13 @@ class Binance(Exchange):
 
         return super().get_order_book(pair, limit)
 
+    def stoploss_adjust(self, stop_loss: float, order: Dict) -> bool:
+        """
+        Verify stop_loss against stoploss-order value (limit or price)
+        Returns True if adjustment is necessary.
+        """
+        return order['type'] == 'stop_loss_limit' and stop_loss > float(order['info']['stopPrice'])
+
     def stoploss(self, pair: str, amount: float, stop_price: float, order_types: Dict) -> Dict:
         """
         creates a stoploss limit order.
diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index bef92750c..a8df4c1bb 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -282,8 +282,8 @@ class Exchange:
         quote_currencies = self.get_quote_currencies()
         if stake_currency not in quote_currencies:
             raise OperationalException(
-                    f"{stake_currency} is not available as stake on {self.name}. "
-                    f"Available currencies are: {', '.join(quote_currencies)}")
+                f"{stake_currency} is not available as stake on {self.name}. "
+                f"Available currencies are: {', '.join(quote_currencies)}")
 
     def validate_pairs(self, pairs: List[str]) -> None:
         """
@@ -460,7 +460,7 @@ class Exchange:
                 "status": "closed",
                 "filled": closed_order["amount"],
                 "remaining": 0
-                })
+            })
         if closed_order["type"] in ["stop_loss_limit"]:
             closed_order["info"].update({"stopPrice": closed_order["price"]})
         self._dry_run_open_orders[closed_order["id"]] = closed_order
@@ -519,6 +519,13 @@ class Exchange:
 
         return self.create_order(pair, ordertype, 'sell', amount, rate, params)
 
+    def stoploss_adjust(self, stop_loss: float, order: Dict) -> bool:
+        """
+        Verify stop_loss against stoploss-order value (limit or price)
+        Returns True if adjustment is necessary.
+        """
+        raise OperationalException(f"stoploss is not implemented for {self.name}.")
+
     def stoploss(self, pair: str, amount: float, stop_price: float, order_types: Dict) -> Dict:
         """
         creates a stoploss order.
diff --git a/freqtrade/exchange/kraken.py b/freqtrade/exchange/kraken.py
index 88c414772..243f1a6d6 100644
--- a/freqtrade/exchange/kraken.py
+++ b/freqtrade/exchange/kraken.py
@@ -51,6 +51,13 @@ class Kraken(Exchange):
         except ccxt.BaseError as e:
             raise OperationalException(e) from e
 
+    def stoploss_adjust(self, stop_loss: float, order: Dict) -> bool:
+        """
+        Verify stop_loss against stoploss-order value (limit or price)
+        Returns True if adjustment is necessary.
+        """
+        return order['type'] == 'stop-loss' and stop_loss > float(order['price'])
+
     def stoploss(self, pair: str, amount: float, stop_price: float, order_types: Dict) -> Dict:
         """
         Creates a stoploss market order.
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index a4b0ab806..fa9a8424a 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -718,8 +718,7 @@ class FreqtradeBot:
         :param order: Current on exchange stoploss order
         :return: None
         """
-
-        if trade.stop_loss > float(order['info']['stopPrice']):
+        if self.exchange.stoploss_adjust(trade.stop_loss, order):
             # we check if the update is neccesary
             update_beat = self.strategy.order_types.get('stoploss_on_exchange_interval', 60)
             if (datetime.utcnow() - trade.stoploss_last_update).total_seconds() >= update_beat:
diff --git a/tests/exchange/test_binance.py b/tests/exchange/test_binance.py
index a1b24913e..e4599dcd7 100644
--- a/tests/exchange/test_binance.py
+++ b/tests/exchange/test_binance.py
@@ -92,3 +92,17 @@ def test_stoploss_order_dry_run_binance(default_conf, mocker):
     assert order['type'] == order_type
     assert order['price'] == 220
     assert order['amount'] == 1
+
+
+def test_stoploss_adjust_binance(mocker, default_conf):
+    exchange = get_patched_exchange(mocker, default_conf, id='binance')
+    order = {
+        'type': 'stop_loss_limit',
+        'price': 1500,
+        'info': {'stopPrice': 1500},
+    }
+    assert exchange.stoploss_adjust(1501, order)
+    assert not exchange.stoploss_adjust(1499, order)
+    # Test with invalid order case
+    order['type'] = 'stop_loss'
+    assert not exchange.stoploss_adjust(1501, order)
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 680e69764..3a664a9ec 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -1763,6 +1763,9 @@ def test_stoploss_order_unsupported_exchange(default_conf, mocker):
     with pytest.raises(OperationalException, match=r"stoploss is not implemented .*"):
         exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
 
+    with pytest.raises(OperationalException, match=r"stoploss is not implemented .*"):
+        exchange.stoploss_adjust(1, {})
+
 
 def test_merge_ft_has_dict(default_conf, mocker):
     mocker.patch.multiple('freqtrade.exchange.Exchange',
diff --git a/tests/exchange/test_kraken.py b/tests/exchange/test_kraken.py
index 241d15772..d63dd66cc 100644
--- a/tests/exchange/test_kraken.py
+++ b/tests/exchange/test_kraken.py
@@ -236,3 +236,16 @@ def test_stoploss_order_dry_run_kraken(default_conf, mocker):
     assert order['type'] == order_type
     assert order['price'] == 220
     assert order['amount'] == 1
+
+
+def test_stoploss_adjust_kraken(mocker, default_conf):
+    exchange = get_patched_exchange(mocker, default_conf, id='kraken')
+    order = {
+        'type': 'stop-loss',
+        'price': 1500,
+    }
+    assert exchange.stoploss_adjust(1501, order)
+    assert not exchange.stoploss_adjust(1499, order)
+    # Test with invalid order case ...
+    order['type'] = 'stop_loss_limit'
+    assert not exchange.stoploss_adjust(1501, order)

From 10d9db72a851769c1996f132e170588b4f708ee2 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 19 Jan 2020 20:06:04 +0100
Subject: [PATCH 0296/1106] Adjust tests slightly

---
 tests/test_freqtradebot.py | 11 +++++++----
 1 file changed, 7 insertions(+), 4 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index a33d47f34..48bd2deb5 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1241,7 +1241,8 @@ def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee, caplog,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         sell=MagicMock(return_value={'id': limit_sell_order['id']}),
         get_fee=fee,
-        stoploss=stoploss
+        stoploss=stoploss,
+        stoploss_adjust=MagicMock(return_value=True),
     )
 
     # enabling TSL
@@ -1335,7 +1336,8 @@ def test_handle_stoploss_on_exchange_trailing_error(mocker, default_conf, fee, c
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         sell=MagicMock(return_value={'id': limit_sell_order['id']}),
         get_fee=fee,
-        stoploss=stoploss
+        stoploss=stoploss,
+        stoploss_adjust=MagicMock(return_value=True),
     )
 
     # enabling TSL
@@ -1396,6 +1398,7 @@ def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
     patch_edge(mocker)
     edge_conf['max_open_trades'] = float('inf')
     edge_conf['dry_run_wallet'] = 999.9
+    edge_conf['exchange']['name'] = 'binance'
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         fetch_ticker=MagicMock(return_value={
@@ -1406,7 +1409,7 @@ def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
         buy=MagicMock(return_value={'id': limit_buy_order['id']}),
         sell=MagicMock(return_value={'id': limit_sell_order['id']}),
         get_fee=fee,
-        stoploss=stoploss
+        stoploss=stoploss,
     )
 
     # enabling TSL
@@ -1459,7 +1462,7 @@ def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
     cancel_order_mock = MagicMock()
     stoploss_order_mock = MagicMock()
     mocker.patch('freqtrade.exchange.Exchange.cancel_order', cancel_order_mock)
-    mocker.patch('freqtrade.exchange.Exchange.stoploss', stoploss_order_mock)
+    mocker.patch('freqtrade.exchange.Binance.stoploss', stoploss_order_mock)
 
     # price goes down 5%
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker', MagicMock(return_value={

From 9474cb17922ac4b6a0969bf1617a42c1caa210d0 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 20 Jan 2020 07:48:46 +0000
Subject: [PATCH 0297/1106] Bump ccxt from 1.21.56 to 1.21.76

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.21.56 to 1.21.76.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/CHANGELOG.md)
- [Commits](https://github.com/ccxt/ccxt/compare/1.21.56...1.21.76)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 15a9d687f..daf4984c0 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.21.56
+ccxt==1.21.76
 SQLAlchemy==1.3.12
 python-telegram-bot==12.3.0
 arrow==0.15.5

From 8d4515935ae9ac849798a7111b4aa3bff0a39802 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 20 Jan 2020 07:49:18 +0000
Subject: [PATCH 0298/1106] Bump pytest from 5.3.2 to 5.3.3

Bumps [pytest](https://github.com/pytest-dev/pytest) from 5.3.2 to 5.3.3.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/5.3.2...5.3.3)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index 16f9baf95..e602bf184 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -8,7 +8,7 @@ flake8==3.7.9
 flake8-type-annotations==0.1.0
 flake8-tidy-imports==4.0.0
 mypy==0.761
-pytest==5.3.2
+pytest==5.3.3
 pytest-asyncio==0.10.0
 pytest-cov==2.8.1
 pytest-mock==2.0.0

From 6e3336cb30aee9a279d9fda3659695e916d36560 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 20 Jan 2020 20:10:06 +0100
Subject: [PATCH 0299/1106] Adapt test to verify behaviour of
 stoploss_on_exchange in dry-run

---
 tests/test_freqtradebot.py | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 5a4820f2f..6c6bd1753 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1318,6 +1318,14 @@ def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee, caplog,
                                                 rate=0.00002344 * 0.95 * 0.99,
                                                 stop_price=0.00002344 * 0.95)
 
+    # price fell below stoploss, so dry-run sells trade.
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker', MagicMock(return_value={
+        'bid': 0.00002144,
+        'ask': 0.00002146,
+        'last': 0.00002144
+    }))
+    assert freqtrade.handle_trade(trade) is True
+
 
 def test_handle_stoploss_on_exchange_trailing_error(mocker, default_conf, fee, caplog,
                                                     limit_buy_order, limit_sell_order) -> None:

From 099bbc5c7f56df2ce193c42c60c99c7c45ea7b85 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 20 Jan 2020 20:14:40 +0100
Subject: [PATCH 0300/1106] Fix bug when stoploss_on_exchange in combination
 with dry-run

does not sell orders
---
 freqtrade/strategy/interface.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index 7bd6a9ac5..27bc8280e 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -389,9 +389,11 @@ class IStrategy(ABC):
                 trade.adjust_stop_loss(high or current_rate, stop_loss_value)
 
         # evaluate if the stoploss was hit if stoploss is not on exchange
+        # in Dry-Run, this handles stoploss logic as well, as the logic will not be different to
+        # regular stoploss handling.
         if ((self.stoploss is not None) and
             (trade.stop_loss >= current_rate) and
-                (not self.order_types.get('stoploss_on_exchange'))):
+                (not self.order_types.get('stoploss_on_exchange') or self.config['dry_run'])):
 
             sell_type = SellType.STOP_LOSS
 

From 1bf475fa1a1f5281f01b1b6a8ab3104f7553c1e8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 20 Jan 2020 20:24:40 +0100
Subject: [PATCH 0301/1106] Remove .get calls for dry_run - it's a mandatory
 property

---
 freqtrade/freqtradebot.py    | 5 ++---
 freqtrade/rpc/rpc.py         | 6 +++---
 freqtrade/rpc/rpc_manager.py | 2 +-
 tests/test_configuration.py  | 2 +-
 4 files changed, 7 insertions(+), 8 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index e712892f1..acff2b2ad 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -63,8 +63,7 @@ class FreqtradeBot:
 
         self.exchange = ExchangeResolver.load_exchange(self.config['exchange']['name'], self.config)
 
-        persistence.init(self.config.get('db_url', None),
-                         clean_open_orders=self.config.get('dry_run', False))
+        persistence.init(self.config.get('db_url', None), clean_open_orders=self.config['dry_run'])
 
         self.wallets = Wallets(self.config, self.exchange)
 
@@ -930,7 +929,7 @@ class FreqtradeBot:
 
         # if stoploss is on exchange and we are on dry_run mode,
         # we consider the sell price stop price
-        if self.config.get('dry_run', False) and sell_type == 'stoploss' \
+        if self.config['dry_run'] and sell_type == 'stoploss' \
            and self.strategy.order_types['stoploss_on_exchange']:
             limit = trade.stop_loss
 
diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 0469d418d..d58b99f39 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -88,7 +88,7 @@ class RPC:
         """
         config = self._freqtrade.config
         val = {
-            'dry_run': config.get('dry_run', False),
+            'dry_run': config['dry_run'],
             'stake_currency': config['stake_currency'],
             'stake_amount': config['stake_amount'],
             'minimal_roi': config['minimal_roi'].copy(),
@@ -337,7 +337,7 @@ class RPC:
                 'stake': stake_currency,
             })
         if total == 0.0:
-            if self._freqtrade.config.get('dry_run', False):
+            if self._freqtrade.config['dry_run']:
                 raise RPCException('Running in Dry Run, balances are not available.')
             else:
                 raise RPCException('All balances are zero.')
@@ -351,7 +351,7 @@ class RPC:
             'symbol': symbol,
             'value': value,
             'stake': stake_currency,
-            'note': 'Simulated balances' if self._freqtrade.config.get('dry_run', False) else ''
+            'note': 'Simulated balances' if self._freqtrade.config['dry_run'] else ''
         }
 
     def _rpc_start(self) -> Dict[str, str]:
diff --git a/freqtrade/rpc/rpc_manager.py b/freqtrade/rpc/rpc_manager.py
index cb9e697e9..f687fe4d1 100644
--- a/freqtrade/rpc/rpc_manager.py
+++ b/freqtrade/rpc/rpc_manager.py
@@ -62,7 +62,7 @@ class RPCManager:
                 logger.error(f"Message type {msg['type']} not implemented by handler {mod.name}.")
 
     def startup_messages(self, config, pairlist) -> None:
-        if config.get('dry_run', False):
+        if config['dry_run']:
             self.send_msg({
                 'type': RPCMessageType.WARNING_NOTIFICATION,
                 'status': 'Dry run is enabled. All trades are simulated.'
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index a4d4c4abc..cbcd6416a 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -323,7 +323,7 @@ def test_load_dry_run(default_conf, mocker, config_value, expected, arglist) ->
     configuration = Configuration(Arguments(arglist).get_parsed_arg())
     validated_conf = configuration.load_config()
 
-    assert validated_conf.get('dry_run') is expected
+    assert validated_conf['dry_run'] is expected
 
 
 def test_load_custom_strategy(default_conf, mocker) -> None:

From c1c2717bc9a9216c042a7bec2efe94c15bfc4f18 Mon Sep 17 00:00:00 2001
From: Daniel Goller <info@danielgoller.de>
Date: Tue, 21 Jan 2020 15:49:24 +0000
Subject: [PATCH 0302/1106] added missing word in hyperopt loss example

---
 freqtrade/templates/sample_hyperopt_loss.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/templates/sample_hyperopt_loss.py b/freqtrade/templates/sample_hyperopt_loss.py
index 5a2fb72b6..ee2c28bc9 100644
--- a/freqtrade/templates/sample_hyperopt_loss.py
+++ b/freqtrade/templates/sample_hyperopt_loss.py
@@ -27,7 +27,7 @@ class SampleHyperOptLoss(IHyperOptLoss):
     Defines the default loss function for hyperopt
     This is intended to give you some inspiration for your own loss function.
 
-    The Function needs to return a number (float) - which becomes for better backtest results.
+    The Function needs to return a number (float) - which becomes smaller for better backtest results.
     """
 
     @staticmethod

From bff0a0953794c1de68c582c8ba50a6f25845086f Mon Sep 17 00:00:00 2001
From: Daniel Goller <info@danielgoller.de>
Date: Tue, 21 Jan 2020 16:14:19 +0000
Subject: [PATCH 0303/1106] line was too long

---
 freqtrade/templates/sample_hyperopt_loss.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/templates/sample_hyperopt_loss.py b/freqtrade/templates/sample_hyperopt_loss.py
index ee2c28bc9..4173d97f5 100644
--- a/freqtrade/templates/sample_hyperopt_loss.py
+++ b/freqtrade/templates/sample_hyperopt_loss.py
@@ -27,7 +27,8 @@ class SampleHyperOptLoss(IHyperOptLoss):
     Defines the default loss function for hyperopt
     This is intended to give you some inspiration for your own loss function.
 
-    The Function needs to return a number (float) - which becomes smaller for better backtest results.
+    The Function needs to return a number (float) - which becomes smaller for better backtest
+    results.
     """
 
     @staticmethod

From 7d2d0235a0407b564038f02b4834ab365cc72f8a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 22 Jan 2020 06:08:34 +0100
Subject: [PATCH 0304/1106] Fix typo in sell-reason table generation

---
 freqtrade/optimize/optimize_reports.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/optimize/optimize_reports.py b/freqtrade/optimize/optimize_reports.py
index 3801546b1..67056eaa9 100644
--- a/freqtrade/optimize/optimize_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -70,7 +70,7 @@ def generate_text_table_sell_reason(data: Dict[str, Dict], results: DataFrame) -
     for reason, count in results['sell_reason'].value_counts().iteritems():
         result = results.loc[results['sell_reason'] == reason]
         profit = len(result[result['profit_abs'] >= 0])
-        loss = len(result[results['profit_abs'] < 0])
+        loss = len(result[result['profit_abs'] < 0])
         profit_mean = round(result['profit_percent'].mean() * 100.0, 2)
         tabular_data.append([reason.value, count, profit, loss, profit_mean])
     return tabulate(tabular_data, headers=headers, tablefmt="pipe")

From e13045b599f921e749e494dd49b13cc00d1d9e57 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 22 Jan 2020 06:17:13 +0100
Subject: [PATCH 0305/1106] upgrade pip in windows environment

---
 build_helpers/install_windows.ps1 | 1 +
 1 file changed, 1 insertion(+)

diff --git a/build_helpers/install_windows.ps1 b/build_helpers/install_windows.ps1
index 30427c3cc..138fba208 100644
--- a/build_helpers/install_windows.ps1
+++ b/build_helpers/install_windows.ps1
@@ -2,6 +2,7 @@
 # Downloaded from https://www.lfd.uci.edu/~gohlke/pythonlibs/#ta-lib
 # Invoke-WebRequest -Uri "https://download.lfd.uci.edu/pythonlibs/xxxxxxx/TA_Lib-0.4.17-cp37-cp37m-win_amd64.whl" -OutFile "TA_Lib-0.4.17-cp37-cp37m-win_amd64.whl"
 
+python -m pip install --upgrade pip
 pip install build_helpers\TA_Lib-0.4.17-cp37-cp37m-win_amd64.whl
 
 pip install -r requirements-dev.txt

From 8a940eb0c1d7cc15bb7cc559875259f819dc2ad2 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 22 Jan 2020 14:46:28 +0100
Subject: [PATCH 0306/1106] Align price finding function name on buy side with
 get_sell_rate

---
 freqtrade/freqtradebot.py  |  4 ++--
 tests/test_freqtradebot.py | 24 ++++++++++++------------
 2 files changed, 14 insertions(+), 14 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index acff2b2ad..387ddb063 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -218,7 +218,7 @@ class FreqtradeBot:
 
         return trades_created
 
-    def get_target_bid(self, pair: str, tick: Dict = None) -> float:
+    def get_buy_rate(self, pair: str, tick: Dict = None) -> float:
         """
         Calculates bid target between current ask price and last price
         :return: float: Price
@@ -435,7 +435,7 @@ class FreqtradeBot:
             buy_limit_requested = price
         else:
             # Calculate price
-            buy_limit_requested = self.get_target_bid(pair)
+            buy_limit_requested = self.get_buy_rate(pair)
 
         min_stake_amount = self._get_min_pair_stake_amount(pair, buy_limit_requested)
         if min_stake_amount is not None and min_stake_amount > stake_amount:
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 6c6bd1753..d00fab9c7 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -912,7 +912,7 @@ def test_balance_fully_ask_side(mocker, default_conf) -> None:
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={'ask': 20, 'last': 10}))
 
-    assert freqtrade.get_target_bid('ETH/BTC') == 20
+    assert freqtrade.get_buy_rate('ETH/BTC') == 20
 
 
 def test_balance_fully_last_side(mocker, default_conf) -> None:
@@ -921,7 +921,7 @@ def test_balance_fully_last_side(mocker, default_conf) -> None:
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={'ask': 20, 'last': 10}))
 
-    assert freqtrade.get_target_bid('ETH/BTC') == 10
+    assert freqtrade.get_buy_rate('ETH/BTC') == 10
 
 
 def test_balance_bigger_last_ask(mocker, default_conf) -> None:
@@ -929,7 +929,7 @@ def test_balance_bigger_last_ask(mocker, default_conf) -> None:
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={'ask': 5, 'last': 10}))
-    assert freqtrade.get_target_bid('ETH/BTC') == 5
+    assert freqtrade.get_buy_rate('ETH/BTC') == 5
 
 
 def test_execute_buy(mocker, default_conf, fee, limit_buy_order) -> None:
@@ -938,10 +938,10 @@ def test_execute_buy(mocker, default_conf, fee, limit_buy_order) -> None:
     freqtrade = FreqtradeBot(default_conf)
     stake_amount = 2
     bid = 0.11
-    get_bid = MagicMock(return_value=bid)
+    buy_rate_mock = MagicMock(return_value=bid)
     mocker.patch.multiple(
         'freqtrade.freqtradebot.FreqtradeBot',
-        get_target_bid=get_bid,
+        get_buy_rate=buy_rate_mock,
         _get_min_pair_stake_amount=MagicMock(return_value=1)
     )
     buy_mm = MagicMock(return_value={'id': limit_buy_order['id']})
@@ -958,7 +958,7 @@ def test_execute_buy(mocker, default_conf, fee, limit_buy_order) -> None:
     pair = 'ETH/BTC'
 
     assert freqtrade.execute_buy(pair, stake_amount)
-    assert get_bid.call_count == 1
+    assert buy_rate_mock.call_count == 1
     assert buy_mm.call_count == 1
     call_args = buy_mm.call_args_list[0][1]
     assert call_args['pair'] == pair
@@ -975,8 +975,8 @@ def test_execute_buy(mocker, default_conf, fee, limit_buy_order) -> None:
     # Test calling with price
     fix_price = 0.06
     assert freqtrade.execute_buy(pair, stake_amount, fix_price)
-    # Make sure get_target_bid wasn't called again
-    assert get_bid.call_count == 1
+    # Make sure get_buy_rate wasn't called again
+    assert buy_rate_mock.call_count == 1
 
     assert buy_mm.call_count == 2
     call_args = buy_mm.call_args_list[1][1]
@@ -3500,7 +3500,7 @@ def test_order_book_depth_of_market_high_delta(default_conf, ticker, limit_buy_o
 
 def test_order_book_bid_strategy1(mocker, default_conf, order_book_l2) -> None:
     """
-    test if function get_target_bid will return the order book price
+    test if function get_buy_rate will return the order book price
     instead of the ask rate
     """
     patch_exchange(mocker)
@@ -3518,13 +3518,13 @@ def test_order_book_bid_strategy1(mocker, default_conf, order_book_l2) -> None:
     default_conf['telegram']['enabled'] = False
 
     freqtrade = FreqtradeBot(default_conf)
-    assert freqtrade.get_target_bid('ETH/BTC') == 0.043935
+    assert freqtrade.get_buy_rate('ETH/BTC') == 0.043935
     assert ticker_mock.call_count == 0
 
 
 def test_order_book_bid_strategy2(mocker, default_conf, order_book_l2) -> None:
     """
-    test if function get_target_bid will return the ask rate (since its value is lower)
+    test if function get_buy_rate will return the ask rate (since its value is lower)
     instead of the order book rate (even if enabled)
     """
     patch_exchange(mocker)
@@ -3543,7 +3543,7 @@ def test_order_book_bid_strategy2(mocker, default_conf, order_book_l2) -> None:
 
     freqtrade = FreqtradeBot(default_conf)
     # orderbook shall be used even if tickers would be lower.
-    assert freqtrade.get_target_bid('ETH/BTC') != 0.042
+    assert freqtrade.get_buy_rate('ETH/BTC') != 0.042
     assert ticker_mock.call_count == 0
 
 

From f36bc80ad12a9784e2d20a9b9b9a7d10e2d62208 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 22 Jan 2020 19:43:02 +0100
Subject: [PATCH 0307/1106] Add parametrized tests for get_buy_rate

---
 tests/test_freqtradebot.py | 34 +++++++++++++---------------------
 1 file changed, 13 insertions(+), 21 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index d00fab9c7..e0f2ecd3a 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -906,30 +906,22 @@ def test_process_informative_pairs_added(default_conf, ticker, mocker) -> None:
     assert ("ETH/BTC", default_conf["ticker_interval"]) in refresh_mock.call_args[0][0]
 
 
-def test_balance_fully_ask_side(mocker, default_conf) -> None:
-    default_conf['bid_strategy']['ask_last_balance'] = 0.0
+@pytest.mark.parametrize("ask,last,last_ab,expected", [
+    (20, 10, 0.0, 20),  # Full ask side
+    (20, 10, 1.0, 10),  # Full last side
+    (20, 10, 0.5, 15),  # Between ask and last
+    (20, 10, 0.7, 13),  # Between ask and last
+    (20, 10, 0.3, 17),  # Between ask and last
+    (5, 10, 1.0, 5),  # last bigger than ask
+    (5, 10, 0.5, 5),  # last bigger than ask
+])
+def test_get_buy_rate(mocker, default_conf, ask, last, last_ab, expected) -> None:
+    default_conf['bid_strategy']['ask_last_balance'] = last_ab
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
-                 MagicMock(return_value={'ask': 20, 'last': 10}))
+                 MagicMock(return_value={'ask': ask, 'last': last}))
 
-    assert freqtrade.get_buy_rate('ETH/BTC') == 20
-
-
-def test_balance_fully_last_side(mocker, default_conf) -> None:
-    default_conf['bid_strategy']['ask_last_balance'] = 1.0
-    freqtrade = get_patched_freqtradebot(mocker, default_conf)
-    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
-                 MagicMock(return_value={'ask': 20, 'last': 10}))
-
-    assert freqtrade.get_buy_rate('ETH/BTC') == 10
-
-
-def test_balance_bigger_last_ask(mocker, default_conf) -> None:
-    default_conf['bid_strategy']['ask_last_balance'] = 1.0
-    freqtrade = get_patched_freqtradebot(mocker, default_conf)
-    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
-                 MagicMock(return_value={'ask': 5, 'last': 10}))
-    assert freqtrade.get_buy_rate('ETH/BTC') == 5
+    assert freqtrade.get_buy_rate('ETH/BTC') == expected
 
 
 def test_execute_buy(mocker, default_conf, fee, limit_buy_order) -> None:

From 58ceda4b903172d153d34337c9bb4f72a2dda4dc Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 22 Jan 2020 19:54:55 +0100
Subject: [PATCH 0308/1106] update wallets after forcesell

---
 freqtrade/rpc/rpc.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index d58b99f39..c38f36c1d 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -425,6 +425,7 @@ class RPC:
             for trade in Trade.get_open_trades():
                 _exec_forcesell(trade)
             Trade.session.flush()
+            self._freqtrade.wallets.update()
             return {'result': 'Created sell orders for all open trades.'}
 
         # Query for trade
@@ -437,6 +438,7 @@ class RPC:
 
         _exec_forcesell(trade)
         Trade.session.flush()
+        self._freqtrade.wallets.update()
         return {'result': f'Created sell order for trade {trade_id}.'}
 
     def _rpc_forcebuy(self, pair: str, price: Optional[float]) -> Optional[Trade]:

From aad10ceee35303370c4a01a1b88e92691b01b615 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 22 Jan 2020 20:50:09 +0100
Subject: [PATCH 0309/1106] Add threading lock object for /forcesell

Protects against stoploss_on_exchange order recreation
in case of /forcesell (it's a timing issue, so may or may not happen).
---
 freqtrade/freqtradebot.py | 16 +++++++++++-----
 freqtrade/rpc/rpc.py      | 37 +++++++++++++++++++------------------
 2 files changed, 30 insertions(+), 23 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 387ddb063..e3856e200 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -7,6 +7,7 @@ import traceback
 from datetime import datetime
 from math import isclose
 from os import getpid
+from threading import Lock
 from typing import Any, Dict, List, Optional, Tuple
 
 import arrow
@@ -27,7 +28,6 @@ from freqtrade.state import State
 from freqtrade.strategy.interface import IStrategy, SellType
 from freqtrade.wallets import Wallets
 
-
 logger = logging.getLogger(__name__)
 
 
@@ -92,6 +92,8 @@ class FreqtradeBot:
         # the initial state of the bot.
         # Keep this at the end of this initialization method.
         self.rpc: RPCManager = RPCManager(self)
+        # Protect sell-logic from forcesell and viceversa
+        self._sell_lock = Lock()
 
     def cleanup(self) -> None:
         """
@@ -132,8 +134,12 @@ class FreqtradeBot:
         self.dataprovider.refresh(self._create_pair_whitelist(self.active_pair_whitelist),
                                   self.strategy.informative_pairs())
 
-        # First process current opened trades (positions)
-        self.exit_positions(trades)
+        # Protect from collisions with forcesell.
+        # Without this, freqtrade my try to recreate stoploss_on_exchange orders
+        # while selling is in process, since telegram messages arrive in an different thread.
+        with self._sell_lock:
+            # First process current opened trades (positions)
+            self.exit_positions(trades)
 
         # Then looking for buy opportunities
         if self.get_free_open_trades():
@@ -748,8 +754,8 @@ class FreqtradeBot:
         Check and execute sell
         """
         should_sell = self.strategy.should_sell(
-                trade, sell_rate, datetime.utcnow(), buy, sell,
-                force_stoploss=self.edge.stoploss(trade.pair) if self.edge else 0
+            trade, sell_rate, datetime.utcnow(), buy, sell,
+            force_stoploss=self.edge.stoploss(trade.pair) if self.edge else 0
         )
 
         if should_sell.sell_flag:
diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index c38f36c1d..41097c211 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -420,26 +420,27 @@ class RPC:
         if self._freqtrade.state != State.RUNNING:
             raise RPCException('trader is not running')
 
-        if trade_id == 'all':
-            # Execute sell for all open orders
-            for trade in Trade.get_open_trades():
-                _exec_forcesell(trade)
+        with self._freqtrade._sell_lock:
+            if trade_id == 'all':
+                # Execute sell for all open orders
+                for trade in Trade.get_open_trades():
+                    _exec_forcesell(trade)
+                Trade.session.flush()
+                self._freqtrade.wallets.update()
+                return {'result': 'Created sell orders for all open trades.'}
+
+            # Query for trade
+            trade = Trade.get_trades(
+                trade_filter=[Trade.id == trade_id, Trade.is_open.is_(True), ]
+            ).first()
+            if not trade:
+                logger.warning('forcesell: Invalid argument received')
+                raise RPCException('invalid argument')
+
+            _exec_forcesell(trade)
             Trade.session.flush()
             self._freqtrade.wallets.update()
-            return {'result': 'Created sell orders for all open trades.'}
-
-        # Query for trade
-        trade = Trade.get_trades(
-            trade_filter=[Trade.id == trade_id, Trade.is_open.is_(True), ]
-        ).first()
-        if not trade:
-            logger.warning('forcesell: Invalid argument received')
-            raise RPCException('invalid argument')
-
-        _exec_forcesell(trade)
-        Trade.session.flush()
-        self._freqtrade.wallets.update()
-        return {'result': f'Created sell order for trade {trade_id}.'}
+            return {'result': f'Created sell order for trade {trade_id}.'}
 
     def _rpc_forcebuy(self, pair: str, price: Optional[float]) -> Optional[Trade]:
         """

From f5a44e4fc440ff4bedeb07617d33928d3017d858 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 23 Jan 2020 19:38:35 +0100
Subject: [PATCH 0310/1106] open_order_id should be None when handling stoploss
 orders

---
 tests/test_freqtradebot.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index e0f2ecd3a..a80bb7452 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1165,7 +1165,7 @@ def test_handle_sle_cancel_cant_recreate(mocker, default_conf, fee, caplog,
     freqtrade.enter_positions()
     trade = Trade.query.first()
     trade.is_open = True
-    trade.open_order_id = '12345'
+    trade.open_order_id = None
     trade.stoploss_order_id = 100
     assert trade
 

From a83de241e41155dbef49ffd858e994033c5a1cfa Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 23 Jan 2020 19:40:31 +0100
Subject: [PATCH 0311/1106] Check for closed stoploss-orders first

---
 freqtrade/freqtradebot.py | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index e3856e200..5505005ff 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -679,6 +679,16 @@ class FreqtradeBot:
         except InvalidOrderException as exception:
             logger.warning('Unable to fetch stoploss order: %s', exception)
 
+        # We check if stoploss order is fulfilled
+        if stoploss_order and stoploss_order['status'] == 'closed':
+            trade.sell_reason = SellType.STOPLOSS_ON_EXCHANGE.value
+            trade.update(stoploss_order)
+            # Lock pair for one candle to prevent immediate rebuys
+            self.strategy.lock_pair(trade.pair,
+                                    timeframe_to_next_date(self.config['ticker_interval']))
+            self._notify_sell(trade, "stoploss")
+            return True
+
         # If buy order is fulfilled but there is no stoploss, we add a stoploss on exchange
         if (not trade.open_order_id and not stoploss_order):
 
@@ -699,16 +709,6 @@ class FreqtradeBot:
                 trade.stoploss_order_id = None
                 logger.warning('Stoploss order was cancelled, but unable to recreate one.')
 
-        # We check if stoploss order is fulfilled
-        if stoploss_order and stoploss_order['status'] == 'closed':
-            trade.sell_reason = SellType.STOPLOSS_ON_EXCHANGE.value
-            trade.update(stoploss_order)
-            # Lock pair for one candle to prevent immediate rebuys
-            self.strategy.lock_pair(trade.pair,
-                                    timeframe_to_next_date(self.config['ticker_interval']))
-            self._notify_sell(trade, "stoploss")
-            return True
-
         # Finally we check if stoploss on exchange should be moved up because of trailing.
         if stoploss_order and self.config.get('trailing_stop', False):
             # if trailing stoploss is enabled we check if stoploss value has changed

From ea5ac1efb531058cf4ed67ba4fccd4306cad8af5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 23 Jan 2020 20:24:23 +0100
Subject: [PATCH 0312/1106] Don't handle stoploss if there is an open regular
 order

---
 freqtrade/freqtradebot.py | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 5505005ff..c150d1aa9 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -689,8 +689,13 @@ class FreqtradeBot:
             self._notify_sell(trade, "stoploss")
             return True
 
+        if trade.open_order_id:
+            # Trade has an open Buy or Sell order, Stoploss-handling can't happen in this case
+            # as the Amount on the exchange is tied up in another trade.
+            return False
+
         # If buy order is fulfilled but there is no stoploss, we add a stoploss on exchange
-        if (not trade.open_order_id and not stoploss_order):
+        if (not stoploss_order):
 
             stoploss = self.edge.stoploss(pair=trade.pair) if self.edge else self.strategy.stoploss
 

From 70b9bd9c0e7d2b37a4386f0809af7237a9dada6a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 23 Jan 2020 20:36:48 +0100
Subject: [PATCH 0313/1106] Verify if trade is closed before acting on
 Stoploss_on_exchange

---
 freqtrade/freqtradebot.py  | 3 ++-
 tests/test_freqtradebot.py | 1 +
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index c150d1aa9..9f06cbb67 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -689,9 +689,10 @@ class FreqtradeBot:
             self._notify_sell(trade, "stoploss")
             return True
 
-        if trade.open_order_id:
+        if trade.open_order_id or not trade.is_open:
             # Trade has an open Buy or Sell order, Stoploss-handling can't happen in this case
             # as the Amount on the exchange is tied up in another trade.
+            # The trade can be closed already (sell-order fill confirmation came in this iteration)
             return False
 
         # If buy order is fulfilled but there is no stoploss, we add a stoploss on exchange
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index a80bb7452..65b5adda5 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1127,6 +1127,7 @@ def test_handle_stoploss_on_exchange(mocker, default_conf, fee, caplog,
         'freqtrade.exchange.Exchange.stoploss_limit',
         side_effect=DependencyException()
     )
+    trade.is_open = True
     freqtrade.handle_stoploss_on_exchange(trade)
     assert log_has('Unable to place a stoploss order on exchange.', caplog)
     assert trade.stoploss_order_id is None

From 72c273aaedc237e70e049a67db4d469faf116c03 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 23 Jan 2020 21:07:11 +0100
Subject: [PATCH 0314/1106] Add test for closed trade case

---
 tests/test_freqtradebot.py | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 65b5adda5..147ad9d7c 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1141,6 +1141,16 @@ def test_handle_stoploss_on_exchange(mocker, default_conf, fee, caplog,
     freqtrade.handle_stoploss_on_exchange(trade)
     assert stoploss_limit.call_count == 1
 
+    # Sixth case: Closed Trade
+    # Should not create new order
+    trade.stoploss_order_id = None
+    trade.is_open = False
+    stoploss_limit.reset_mock()
+    mocker.patch('freqtrade.exchange.Exchange.get_order')
+    mocker.patch('freqtrade.exchange.Exchange.stoploss_limit', stoploss_limit)
+    assert freqtrade.handle_stoploss_on_exchange(trade) is False
+    assert stoploss_limit.call_count == 0
+
 
 def test_handle_sle_cancel_cant_recreate(mocker, default_conf, fee, caplog,
                                          limit_buy_order, limit_sell_order) -> None:

From f8db7f170981898fcc7509b59acdb25b1f01550b Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sat, 25 Jan 2020 04:17:41 +0100
Subject: [PATCH 0315/1106] added ask price, bid price, immediate ask quantity,
 and immediate bid quantity to check_depth_of_market_buy. also added a line
 that mentions if delta condition was satisfied or not.

---
 freqtrade/freqtradebot.py | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index e3856e200..f1584c731 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -423,11 +423,14 @@ class FreqtradeBot:
         order_book_bids = order_book_data_frame['b_size'].sum()
         order_book_asks = order_book_data_frame['a_size'].sum()
         bids_ask_delta = order_book_bids / order_book_asks
-        logger.info('bids: %s, asks: %s, delta: %s', order_book_bids,
-                    order_book_asks, bids_ask_delta)
+        logger.info('bids: %s, asks: %s, delta: %s, askprice: %s, bidprice: %s, immediate askquantity: %s, immediate bidquantity: %s',
+                    order_book_bids, order_book_asks, bids_ask_delta, order_book['asks'][0][0], order_book['bids'][0][0], order_book['asks'][0][1], order_book['bids'][0][1])
         if bids_ask_delta >= conf_bids_to_ask_delta:
+            logger.info('bids to ask delta DOES satisfy condition.')
             return True
-        return False
+        else:
+            logger.info('bids to ask delta DOES NOT satisfy condition.')
+            return False
 
     def execute_buy(self, pair: str, stake_amount: float, price: Optional[float] = None) -> bool:
         """

From f4c7edf551442f369c5f451d5cd66000f196d728 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 14 Dec 2019 02:12:16 +0300
Subject: [PATCH 0316/1106] No args for backtest(), use arguments

---
 freqtrade/optimize/backtesting.py | 53 +++++++++++++++----------------
 freqtrade/optimize/hyperopt.py    | 14 ++++----
 2 files changed, 32 insertions(+), 35 deletions(-)

diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 1070f2481..92129b324 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -279,30 +279,28 @@ class Backtesting:
             return bt_res
         return None
 
-    def backtest(self, args: Dict) -> DataFrame:
+    def backtest(self, processed: Dict, stake_amount: int,
+                 start_date, end_date,
+                 max_open_trades: int = 0, position_stacking: bool = False) -> DataFrame:
         """
-        Implements backtesting functionality
+        Implement backtesting functionality
 
         NOTE: This method is used by Hyperopt at each iteration. Please keep it optimized.
         Of course try to not have ugly code. By some accessor are sometime slower than functions.
-        Avoid, logging on this method
+        Avoid extensive logging in this method and functions it calls.
 
-        :param args: a dict containing:
-            stake_amount: btc amount to use for each trade
-            processed: a processed dictionary with format {pair, data}
-            max_open_trades: maximum number of concurrent trades (default: 0, disabled)
-            position_stacking: do we allow position stacking? (default: False)
-        :return: DataFrame
+        :param processed: a processed dictionary with format {pair, data}
+        :param stake_amount: amount to use for each trade
+        :param start_date: backtesting timerange start datetime
+        :param end_date: backtesting timerange end datetime
+        :param max_open_trades: maximum number of concurrent trades, <= 0 means unlimited
+        :param position_stacking: do we allow position stacking?
+        :return: DataFrame with trades (results of backtesting)
         """
-        # Arguments are long and noisy, so this is commented out.
-        # Uncomment if you need to debug the backtest() method.
-        # logger.debug(f"Start backtest, args: {args}")
-        processed = args['processed']
-        stake_amount = args['stake_amount']
-        max_open_trades = args.get('max_open_trades', 0)
-        position_stacking = args.get('position_stacking', False)
-        start_date = args['start_date']
-        end_date = args['end_date']
+        logger.debug(f"Run backtest, stake_amount: {stake_amount}, "
+                     f"start_date: {start_date}, end_date: {end_date}, "
+                     f"max_open_trades: {max_open_trades}, position_stacking: {position_stacking}"
+        )
         trades = []
         trade_count_lock: Dict = {}
 
@@ -369,18 +367,21 @@ class Backtesting:
 
     def start(self) -> None:
         """
-        Run a backtesting end-to-end
+        Run backtesting end-to-end
         :return: None
         """
         data: Dict[str, Any] = {}
+
         logger.info('Using stake_currency: %s ...', self.config['stake_currency'])
         logger.info('Using stake_amount: %s ...', self.config['stake_amount'])
+
         # Use max_open_trades in backtesting, except --disable-max-market-positions is set
         if self.config.get('use_max_market_positions', True):
             max_open_trades = self.config['max_open_trades']
         else:
             logger.info('Ignoring max_open_trades (--disable-max-market-positions was used) ...')
             max_open_trades = 0
+        position_stacking = self.config.get('position_stacking', False)
 
         data, timerange = self.load_bt_data()
 
@@ -403,14 +404,12 @@ class Backtesting:
             )
             # Execute backtest and print results
             all_results[self.strategy.get_strategy_name()] = self.backtest(
-                {
-                    'stake_amount': self.config.get('stake_amount'),
-                    'processed': preprocessed,
-                    'max_open_trades': max_open_trades,
-                    'position_stacking': self.config.get('position_stacking', False),
-                    'start_date': min_date,
-                    'end_date': max_date,
-                }
+                    processed=preprocessed,
+                    stake_amount=self.config.get('stake_amount'),
+                    start_date=min_date,
+                    end_date=max_date,
+                    max_open_trades=max_open_trades,
+                    position_stacking=position_stacking,
             )
 
         for strategy, results in all_results.items():
diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index a8f1a71ef..525f491f3 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -372,14 +372,12 @@ class Hyperopt:
         min_date, max_date = get_timerange(processed)
 
         backtesting_results = self.backtesting.backtest(
-            {
-                'stake_amount': self.config['stake_amount'],
-                'processed': processed,
-                'max_open_trades': self.max_open_trades,
-                'position_stacking': self.position_stacking,
-                'start_date': min_date,
-                'end_date': max_date,
-            }
+                processed=processed,
+                stake_amount=self.config['stake_amount'],
+                start_date=min_date,
+                end_date=max_date,
+                max_open_trades=self.max_open_trades,
+                position_stacking=self.position_stacking,
         )
         return self._get_results_dict(backtesting_results, min_date, max_date,
                                       params_dict, params_details)

From 52f0ed53109e1a4aa8429510321b4a6fe1f08660 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 14 Dec 2019 02:12:44 +0300
Subject: [PATCH 0317/1106] Adjust tests

---
 tests/optimize/test_backtest_detail.py | 12 ++---
 tests/optimize/test_backtesting.py     | 73 ++++++++++++--------------
 2 files changed, 38 insertions(+), 47 deletions(-)

diff --git a/tests/optimize/test_backtest_detail.py b/tests/optimize/test_backtest_detail.py
index 47cb9f353..bd2765430 100644
--- a/tests/optimize/test_backtest_detail.py
+++ b/tests/optimize/test_backtest_detail.py
@@ -382,13 +382,11 @@ def test_backtest_results(default_conf, fee, mocker, caplog, data) -> None:
     data_processed = {pair: frame.copy()}
     min_date, max_date = get_timerange({pair: frame})
     results = backtesting.backtest(
-        {
-            'stake_amount': default_conf['stake_amount'],
-            'processed': data_processed,
-            'max_open_trades': 10,
-            'start_date': min_date,
-            'end_date': max_date,
-        }
+        processed=data_processed,
+        stake_amount=default_conf['stake_amount'],
+        start_date=min_date,
+        end_date=max_date,
+        max_open_trades=10,
     )
 
     assert len(results) == len(data.trades)
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 83d212e3d..acbc44e21 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -103,14 +103,12 @@ def simple_backtest(config, contour, num_results, mocker, testdatadir) -> None:
     min_date, max_date = get_timerange(processed)
     assert isinstance(processed, dict)
     results = backtesting.backtest(
-        {
-            'stake_amount': config['stake_amount'],
-            'processed': processed,
-            'max_open_trades': 1,
-            'position_stacking': False,
-            'start_date': min_date,
-            'end_date': max_date,
-        }
+        processed=processed,
+        stake_amount=config['stake_amount'],
+        start_date=min_date,
+        end_date=max_date,
+        max_open_trades=1,
+        position_stacking=False,
     )
     # results :: <class 'pandas.core.frame.DataFrame'>
     assert len(results) == num_results
@@ -132,7 +130,7 @@ def _load_pair_as_ticks(pair, tickfreq):
 
 
 # FIX: fixturize this?
-def _make_backtest_conf(mocker, datadir, conf=None, pair='UNITTEST/BTC', record=None):
+def _make_backtest_conf(mocker, datadir, conf=None, pair='UNITTEST/BTC'):
     data = history.load_data(datadir=datadir, timeframe='1m', pairs=[pair])
     data = trim_dictlist(data, -201)
     patch_exchange(mocker)
@@ -140,13 +138,12 @@ def _make_backtest_conf(mocker, datadir, conf=None, pair='UNITTEST/BTC', record=
     processed = backtesting.strategy.tickerdata_to_dataframe(data)
     min_date, max_date = get_timerange(processed)
     return {
-        'stake_amount': conf['stake_amount'],
         'processed': processed,
-        'max_open_trades': 10,
-        'position_stacking': False,
-        'record': record,
+        'stake_amount': conf['stake_amount'],
         'start_date': min_date,
         'end_date': max_date,
+        'max_open_trades': 10,
+        'position_stacking': False,
     }
 
 
@@ -422,14 +419,12 @@ def test_backtest(default_conf, fee, mocker, testdatadir) -> None:
     data_processed = backtesting.strategy.tickerdata_to_dataframe(data)
     min_date, max_date = get_timerange(data_processed)
     results = backtesting.backtest(
-        {
-            'stake_amount': default_conf['stake_amount'],
-            'processed': data_processed,
-            'max_open_trades': 10,
-            'position_stacking': False,
-            'start_date': min_date,
-            'end_date': max_date,
-        }
+        processed=data_processed,
+        stake_amount=default_conf['stake_amount'],
+        start_date=min_date,
+        end_date=max_date,
+        max_open_trades=10,
+        position_stacking=False,
     )
     assert not results.empty
     assert len(results) == 2
@@ -478,14 +473,12 @@ def test_backtest_1min_ticker_interval(default_conf, fee, mocker, testdatadir) -
     processed = backtesting.strategy.tickerdata_to_dataframe(data)
     min_date, max_date = get_timerange(processed)
     results = backtesting.backtest(
-        {
-            'stake_amount': default_conf['stake_amount'],
-            'processed': processed,
-            'max_open_trades': 1,
-            'position_stacking': False,
-            'start_date': min_date,
-            'end_date': max_date,
-        }
+        processed=processed,
+        stake_amount=default_conf['stake_amount'],
+        start_date=min_date,
+        end_date=max_date,
+        max_open_trades=1,
+        position_stacking=False,
     )
     assert not results.empty
     assert len(results) == 1
@@ -525,7 +518,7 @@ def test_backtest_clash_buy_sell(mocker, default_conf, testdatadir):
     backtesting = Backtesting(default_conf)
     backtesting.strategy.advise_buy = fun  # Override
     backtesting.strategy.advise_sell = fun  # Override
-    results = backtesting.backtest(backtest_conf)
+    results = backtesting.backtest(**backtest_conf)
     assert results.empty
 
 
@@ -540,7 +533,7 @@ def test_backtest_only_sell(mocker, default_conf, testdatadir):
     backtesting = Backtesting(default_conf)
     backtesting.strategy.advise_buy = fun  # Override
     backtesting.strategy.advise_sell = fun  # Override
-    results = backtesting.backtest(backtest_conf)
+    results = backtesting.backtest(**backtest_conf)
     assert results.empty
 
 
@@ -553,7 +546,7 @@ def test_backtest_alternate_buy_sell(default_conf, fee, mocker, testdatadir):
     backtesting = Backtesting(default_conf)
     backtesting.strategy.advise_buy = _trend_alternate  # Override
     backtesting.strategy.advise_sell = _trend_alternate  # Override
-    results = backtesting.backtest(backtest_conf)
+    results = backtesting.backtest(**backtest_conf)
     backtesting._store_backtest_result("test_.json", results)
     # 200 candles in backtest data
     # won't buy on first (shifted by 1)
@@ -598,15 +591,15 @@ def test_backtest_multi_pair(default_conf, fee, mocker, tres, pair, testdatadir)
     data_processed = backtesting.strategy.tickerdata_to_dataframe(data)
     min_date, max_date = get_timerange(data_processed)
     backtest_conf = {
-        'stake_amount': default_conf['stake_amount'],
         'processed': data_processed,
-        'max_open_trades': 3,
-        'position_stacking': False,
+        'stake_amount': default_conf['stake_amount'],
         'start_date': min_date,
         'end_date': max_date,
+        'max_open_trades': 3,
+        'position_stacking': False,
     }
 
-    results = backtesting.backtest(backtest_conf)
+    results = backtesting.backtest(**backtest_conf)
 
     # Make sure we have parallel trades
     assert len(evaluate_result_multi(results, '5m', 2)) > 0
@@ -614,14 +607,14 @@ def test_backtest_multi_pair(default_conf, fee, mocker, tres, pair, testdatadir)
     assert len(evaluate_result_multi(results, '5m', 3)) == 0
 
     backtest_conf = {
-        'stake_amount': default_conf['stake_amount'],
         'processed': data_processed,
-        'max_open_trades': 1,
-        'position_stacking': False,
+        'stake_amount': default_conf['stake_amount'],
         'start_date': min_date,
         'end_date': max_date,
+        'max_open_trades': 1,
+        'position_stacking': False,
     }
-    results = backtesting.backtest(backtest_conf)
+    results = backtesting.backtest(**backtest_conf)
     assert len(evaluate_result_multi(results, '5m', 1)) == 0
 
 

From bd4dd8403b0b6223bff4ef494f28c15c506caf75 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 25 Jan 2020 12:48:13 +0100
Subject: [PATCH 0318/1106] Fix type-errors with stake_amount

---
 freqtrade/optimize/backtesting.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 92129b324..cdf74f65f 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -279,7 +279,7 @@ class Backtesting:
             return bt_res
         return None
 
-    def backtest(self, processed: Dict, stake_amount: int,
+    def backtest(self, processed: Dict, stake_amount: float,
                  start_date, end_date,
                  max_open_trades: int = 0, position_stacking: bool = False) -> DataFrame:
         """
@@ -300,7 +300,7 @@ class Backtesting:
         logger.debug(f"Run backtest, stake_amount: {stake_amount}, "
                      f"start_date: {start_date}, end_date: {end_date}, "
                      f"max_open_trades: {max_open_trades}, position_stacking: {position_stacking}"
-        )
+                     )
         trades = []
         trade_count_lock: Dict = {}
 
@@ -405,7 +405,7 @@ class Backtesting:
             # Execute backtest and print results
             all_results[self.strategy.get_strategy_name()] = self.backtest(
                     processed=preprocessed,
-                    stake_amount=self.config.get('stake_amount'),
+                    stake_amount=self.config['stake_amount'],
                     start_date=min_date,
                     end_date=max_date,
                     max_open_trades=max_open_trades,

From a3ac05cc16f3b9fd684fd0330f9b5e3191a34d4a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 25 Jan 2020 13:38:13 +0100
Subject: [PATCH 0319/1106] Fix missed mock

---
 tests/test_utils.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/tests/test_utils.py b/tests/test_utils.py
index e145a8470..7ca2cac5a 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -665,11 +665,11 @@ def test_start_list_strategies(mocker, caplog, capsys):
     assert "DefaultStrategy" in captured.out
 
 
-def test_start_test_pairlist(mocker, caplog, markets, tickers, default_conf, capsys):
+def test_start_test_pairlist(mocker, caplog, tickers, default_conf, capsys):
+    patch_exchange(mocker, mock_markets=True)
     mocker.patch.multiple('freqtrade.exchange.Exchange',
-                          markets=PropertyMock(return_value=markets),
                           exchange_has=MagicMock(return_value=True),
-                          get_tickers=tickers
+                          get_tickers=tickers,
                           )
 
     default_conf['pairlists'] = [

From 3f2542fcbcf185ac61668f1394c781da5c7ef421 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 26 Jan 2020 10:44:42 +0100
Subject: [PATCH 0320/1106] Move edge-module out of __init__.py

---
 freqtrade/edge/__init__.py         | 465 +----------------------------
 freqtrade/edge/edge_positioning.py | 464 ++++++++++++++++++++++++++++
 2 files changed, 465 insertions(+), 464 deletions(-)
 create mode 100644 freqtrade/edge/edge_positioning.py

diff --git a/freqtrade/edge/__init__.py b/freqtrade/edge/__init__.py
index 15883357b..d275a80e3 100644
--- a/freqtrade/edge/__init__.py
+++ b/freqtrade/edge/__init__.py
@@ -1,464 +1 @@
-# pragma pylint: disable=W0603
-""" Edge positioning package """
-import logging
-from typing import Any, Dict, NamedTuple
-
-import arrow
-import numpy as np
-import utils_find_1st as utf1st
-from pandas import DataFrame
-
-from freqtrade import constants
-from freqtrade.configuration import TimeRange
-from freqtrade.data import history
-from freqtrade.exceptions import OperationalException
-from freqtrade.strategy.interface import SellType
-
-logger = logging.getLogger(__name__)
-
-
-class PairInfo(NamedTuple):
-    stoploss: float
-    winrate: float
-    risk_reward_ratio: float
-    required_risk_reward: float
-    expectancy: float
-    nb_trades: int
-    avg_trade_duration: float
-
-
-class Edge:
-    """
-    Calculates Win Rate, Risk Reward Ratio, Expectancy
-    against historical data for a give set of markets and a strategy
-    it then adjusts stoploss and position size accordingly
-    and force it into the strategy
-    Author: https://github.com/mishaker
-    """
-
-    config: Dict = {}
-    _cached_pairs: Dict[str, Any] = {}  # Keeps a list of pairs
-
-    def __init__(self, config: Dict[str, Any], exchange, strategy) -> None:
-
-        self.config = config
-        self.exchange = exchange
-        self.strategy = strategy
-
-        self.edge_config = self.config.get('edge', {})
-        self._cached_pairs: Dict[str, Any] = {}  # Keeps a list of pairs
-        self._final_pairs: list = []
-
-        # checking max_open_trades. it should be -1 as with Edge
-        # the number of trades is determined by position size
-        if self.config['max_open_trades'] != float('inf'):
-            logger.critical('max_open_trades should be -1 in config !')
-
-        if self.config['stake_amount'] != constants.UNLIMITED_STAKE_AMOUNT:
-            raise OperationalException('Edge works only with unlimited stake amount')
-
-        # Deprecated capital_available_percentage. Will use tradable_balance_ratio in the future.
-        self._capital_percentage: float = self.edge_config.get(
-            'capital_available_percentage', self.config['tradable_balance_ratio'])
-        self._allowed_risk: float = self.edge_config.get('allowed_risk')
-        self._since_number_of_days: int = self.edge_config.get('calculate_since_number_of_days', 14)
-        self._last_updated: int = 0  # Timestamp of pairs last updated time
-        self._refresh_pairs = True
-
-        self._stoploss_range_min = float(self.edge_config.get('stoploss_range_min', -0.01))
-        self._stoploss_range_max = float(self.edge_config.get('stoploss_range_max', -0.05))
-        self._stoploss_range_step = float(self.edge_config.get('stoploss_range_step', -0.001))
-
-        # calculating stoploss range
-        self._stoploss_range = np.arange(
-            self._stoploss_range_min,
-            self._stoploss_range_max,
-            self._stoploss_range_step
-        )
-
-        self._timerange: TimeRange = TimeRange.parse_timerange("%s-" % arrow.now().shift(
-            days=-1 * self._since_number_of_days).format('YYYYMMDD'))
-        if config.get('fee'):
-            self.fee = config['fee']
-        else:
-            self.fee = self.exchange.get_fee(symbol=self.config['exchange']['pair_whitelist'][0])
-
-    def calculate(self) -> bool:
-        pairs = self.config['exchange']['pair_whitelist']
-        heartbeat = self.edge_config.get('process_throttle_secs')
-
-        if (self._last_updated > 0) and (
-                self._last_updated + heartbeat > arrow.utcnow().timestamp):
-            return False
-
-        data: Dict[str, Any] = {}
-        logger.info('Using stake_currency: %s ...', self.config['stake_currency'])
-        logger.info('Using local backtesting data (using whitelist in given config) ...')
-
-        if self._refresh_pairs:
-            history.refresh_data(
-                datadir=self.config['datadir'],
-                pairs=pairs,
-                exchange=self.exchange,
-                timeframe=self.strategy.ticker_interval,
-                timerange=self._timerange,
-            )
-
-        data = history.load_data(
-            datadir=self.config['datadir'],
-            pairs=pairs,
-            timeframe=self.strategy.ticker_interval,
-            timerange=self._timerange,
-            startup_candles=self.strategy.startup_candle_count,
-        )
-
-        if not data:
-            # Reinitializing cached pairs
-            self._cached_pairs = {}
-            logger.critical("No data found. Edge is stopped ...")
-            return False
-
-        preprocessed = self.strategy.tickerdata_to_dataframe(data)
-
-        # Print timeframe
-        min_date, max_date = history.get_timerange(preprocessed)
-        logger.info(
-            'Measuring data from %s up to %s (%s days) ...',
-            min_date.isoformat(),
-            max_date.isoformat(),
-            (max_date - min_date).days
-        )
-        headers = ['date', 'buy', 'open', 'close', 'sell', 'high', 'low']
-
-        trades: list = []
-        for pair, pair_data in preprocessed.items():
-            # Sorting dataframe by date and reset index
-            pair_data = pair_data.sort_values(by=['date'])
-            pair_data = pair_data.reset_index(drop=True)
-
-            ticker_data = self.strategy.advise_sell(
-                self.strategy.advise_buy(pair_data, {'pair': pair}), {'pair': pair})[headers].copy()
-
-            trades += self._find_trades_for_stoploss_range(ticker_data, pair, self._stoploss_range)
-
-        # If no trade found then exit
-        if len(trades) == 0:
-            logger.info("No trades found.")
-            return False
-
-        # Fill missing, calculable columns, profit, duration , abs etc.
-        trades_df = self._fill_calculable_fields(DataFrame(trades))
-        self._cached_pairs = self._process_expectancy(trades_df)
-        self._last_updated = arrow.utcnow().timestamp
-
-        return True
-
-    def stake_amount(self, pair: str, free_capital: float,
-                     total_capital: float, capital_in_trade: float) -> float:
-        stoploss = self.stoploss(pair)
-        available_capital = (total_capital + capital_in_trade) * self._capital_percentage
-        allowed_capital_at_risk = available_capital * self._allowed_risk
-        max_position_size = abs(allowed_capital_at_risk / stoploss)
-        position_size = min(max_position_size, free_capital)
-        if pair in self._cached_pairs:
-            logger.info(
-                'winrate: %s, expectancy: %s, position size: %s, pair: %s,'
-                ' capital in trade: %s, free capital: %s, total capital: %s,'
-                ' stoploss: %s, available capital: %s.',
-                self._cached_pairs[pair].winrate,
-                self._cached_pairs[pair].expectancy,
-                position_size, pair,
-                capital_in_trade, free_capital, total_capital,
-                stoploss, available_capital
-            )
-        return round(position_size, 15)
-
-    def stoploss(self, pair: str) -> float:
-        if pair in self._cached_pairs:
-            return self._cached_pairs[pair].stoploss
-        else:
-            logger.warning('tried to access stoploss of a non-existing pair, '
-                           'strategy stoploss is returned instead.')
-            return self.strategy.stoploss
-
-    def adjust(self, pairs) -> list:
-        """
-        Filters out and sorts "pairs" according to Edge calculated pairs
-        """
-        final = []
-        for pair, info in self._cached_pairs.items():
-            if info.expectancy > float(self.edge_config.get('minimum_expectancy', 0.2)) and \
-                info.winrate > float(self.edge_config.get('minimum_winrate', 0.60)) and \
-                    pair in pairs:
-                final.append(pair)
-
-        if self._final_pairs != final:
-            self._final_pairs = final
-            if self._final_pairs:
-                logger.info(
-                    'Minimum expectancy and minimum winrate are met only for %s,'
-                    ' so other pairs are filtered out.',
-                    self._final_pairs
-                    )
-            else:
-                logger.info(
-                    'Edge removed all pairs as no pair with minimum expectancy '
-                    'and minimum winrate was found !'
-                    )
-
-        return self._final_pairs
-
-    def accepted_pairs(self) -> list:
-        """
-        return a list of accepted pairs along with their winrate, expectancy and stoploss
-        """
-        final = []
-        for pair, info in self._cached_pairs.items():
-            if info.expectancy > float(self.edge_config.get('minimum_expectancy', 0.2)) and \
-                 info.winrate > float(self.edge_config.get('minimum_winrate', 0.60)):
-                final.append({
-                    'Pair': pair,
-                    'Winrate': info.winrate,
-                    'Expectancy': info.expectancy,
-                    'Stoploss': info.stoploss,
-                })
-        return final
-
-    def _fill_calculable_fields(self, result: DataFrame) -> DataFrame:
-        """
-        The result frame contains a number of columns that are calculable
-        from other columns. These are left blank till all rows are added,
-        to be populated in single vector calls.
-
-        Columns to be populated are:
-        - Profit
-        - trade duration
-        - profit abs
-        :param result Dataframe
-        :return: result Dataframe
-        """
-
-        # stake and fees
-        # stake = 0.015
-        # 0.05% is 0.0005
-        # fee = 0.001
-
-        # we set stake amount to an arbitrary amount.
-        # as it doesn't change the calculation.
-        # all returned values are relative. they are percentages.
-        stake = 0.015
-        fee = self.fee
-        open_fee = fee / 2
-        close_fee = fee / 2
-
-        result['trade_duration'] = result['close_time'] - result['open_time']
-
-        result['trade_duration'] = result['trade_duration'].map(
-            lambda x: int(x.total_seconds() / 60))
-
-        # Spends, Takes, Profit, Absolute Profit
-
-        # Buy Price
-        result['buy_vol'] = stake / result['open_rate']  # How many target are we buying
-        result['buy_fee'] = stake * open_fee
-        result['buy_spend'] = stake + result['buy_fee']  # How much we're spending
-
-        # Sell price
-        result['sell_sum'] = result['buy_vol'] * result['close_rate']
-        result['sell_fee'] = result['sell_sum'] * close_fee
-        result['sell_take'] = result['sell_sum'] - result['sell_fee']
-
-        # profit_percent
-        result['profit_percent'] = (result['sell_take'] - result['buy_spend']) / result['buy_spend']
-
-        # Absolute profit
-        result['profit_abs'] = result['sell_take'] - result['buy_spend']
-
-        return result
-
-    def _process_expectancy(self, results: DataFrame) -> Dict[str, Any]:
-        """
-        This calculates WinRate, Required Risk Reward, Risk Reward and Expectancy of all pairs
-        The calulation will be done per pair and per strategy.
-        """
-        # Removing pairs having less than min_trades_number
-        min_trades_number = self.edge_config.get('min_trade_number', 10)
-        results = results.groupby(['pair', 'stoploss']).filter(lambda x: len(x) > min_trades_number)
-        ###################################
-
-        # Removing outliers (Only Pumps) from the dataset
-        # The method to detect outliers is to calculate standard deviation
-        # Then every value more than (standard deviation + 2*average) is out (pump)
-        #
-        # Removing Pumps
-        if self.edge_config.get('remove_pumps', False):
-            results = results.groupby(['pair', 'stoploss']).apply(
-                lambda x: x[x['profit_abs'] < 2 * x['profit_abs'].std() + x['profit_abs'].mean()])
-        ##########################################################################
-
-        # Removing trades having a duration more than X minutes (set in config)
-        max_trade_duration = self.edge_config.get('max_trade_duration_minute', 1440)
-        results = results[results.trade_duration < max_trade_duration]
-        #######################################################################
-
-        if results.empty:
-            return {}
-
-        groupby_aggregator = {
-            'profit_abs': [
-                ('nb_trades', 'count'),  # number of all trades
-                ('profit_sum', lambda x: x[x > 0].sum()),  # cumulative profit of all winning trades
-                ('loss_sum', lambda x: abs(x[x < 0].sum())),  # cumulative loss of all losing trades
-                ('nb_win_trades', lambda x: x[x > 0].count())  # number of winning trades
-            ],
-            'trade_duration': [('avg_trade_duration', 'mean')]
-        }
-
-        # Group by (pair and stoploss) by applying above aggregator
-        df = results.groupby(['pair', 'stoploss'])['profit_abs', 'trade_duration'].agg(
-            groupby_aggregator).reset_index(col_level=1)
-
-        # Dropping level 0 as we don't need it
-        df.columns = df.columns.droplevel(0)
-
-        # Calculating number of losing trades, average win and average loss
-        df['nb_loss_trades'] = df['nb_trades'] - df['nb_win_trades']
-        df['average_win'] = df['profit_sum'] / df['nb_win_trades']
-        df['average_loss'] = df['loss_sum'] / df['nb_loss_trades']
-
-        # Win rate = number of profitable trades / number of trades
-        df['winrate'] = df['nb_win_trades'] / df['nb_trades']
-
-        # risk_reward_ratio = average win / average loss
-        df['risk_reward_ratio'] = df['average_win'] / df['average_loss']
-
-        # required_risk_reward = (1 / winrate) - 1
-        df['required_risk_reward'] = (1 / df['winrate']) - 1
-
-        # expectancy = (risk_reward_ratio * winrate) - (lossrate)
-        df['expectancy'] = (df['risk_reward_ratio'] * df['winrate']) - (1 - df['winrate'])
-
-        # sort by expectancy and stoploss
-        df = df.sort_values(by=['expectancy', 'stoploss'], ascending=False).groupby(
-            'pair').first().sort_values(by=['expectancy'], ascending=False).reset_index()
-
-        final = {}
-        for x in df.itertuples():
-            final[x.pair] = PairInfo(
-                x.stoploss,
-                x.winrate,
-                x.risk_reward_ratio,
-                x.required_risk_reward,
-                x.expectancy,
-                x.nb_trades,
-                x.avg_trade_duration
-            )
-
-        # Returning a list of pairs in order of "expectancy"
-        return final
-
-    def _find_trades_for_stoploss_range(self, ticker_data, pair, stoploss_range):
-        buy_column = ticker_data['buy'].values
-        sell_column = ticker_data['sell'].values
-        date_column = ticker_data['date'].values
-        ohlc_columns = ticker_data[['open', 'high', 'low', 'close']].values
-
-        result: list = []
-        for stoploss in stoploss_range:
-            result += self._detect_next_stop_or_sell_point(
-                buy_column, sell_column, date_column, ohlc_columns, round(stoploss, 6), pair
-            )
-
-        return result
-
-    def _detect_next_stop_or_sell_point(self, buy_column, sell_column, date_column,
-                                        ohlc_columns, stoploss, pair):
-        """
-        Iterate through ohlc_columns in order to find the next trade
-        Next trade opens from the first buy signal noticed to
-        The sell or stoploss signal after it.
-        It then cuts OHLC, buy_column, sell_column and date_column.
-        Cut from (the exit trade index) + 1.
-
-        Author: https://github.com/mishaker
-        """
-
-        result: list = []
-        start_point = 0
-
-        while True:
-            open_trade_index = utf1st.find_1st(buy_column, 1, utf1st.cmp_equal)
-
-            # Return empty if we don't find trade entry (i.e. buy==1) or
-            # we find a buy but at the end of array
-            if open_trade_index == -1 or open_trade_index == len(buy_column) - 1:
-                break
-            else:
-                # When a buy signal is seen,
-                # trade opens in reality on the next candle
-                open_trade_index += 1
-
-            stop_price_percentage = stoploss + 1
-            open_price = ohlc_columns[open_trade_index, 0]
-            stop_price = (open_price * stop_price_percentage)
-
-            # Searching for the index where stoploss is hit
-            stop_index = utf1st.find_1st(
-                ohlc_columns[open_trade_index:, 2], stop_price, utf1st.cmp_smaller)
-
-            # If we don't find it then we assume stop_index will be far in future (infinite number)
-            if stop_index == -1:
-                stop_index = float('inf')
-
-            # Searching for the index where sell is hit
-            sell_index = utf1st.find_1st(sell_column[open_trade_index:], 1, utf1st.cmp_equal)
-
-            # If we don't find it then we assume sell_index will be far in future (infinite number)
-            if sell_index == -1:
-                sell_index = float('inf')
-
-            # Check if we don't find any stop or sell point (in that case trade remains open)
-            # It is not interesting for Edge to consider it so we simply ignore the trade
-            # And stop iterating there is no more entry
-            if stop_index == sell_index == float('inf'):
-                break
-
-            if stop_index <= sell_index:
-                exit_index = open_trade_index + stop_index
-                exit_type = SellType.STOP_LOSS
-                exit_price = stop_price
-            elif stop_index > sell_index:
-                # If exit is SELL then we exit at the next candle
-                exit_index = open_trade_index + sell_index + 1
-
-                # Check if we have the next candle
-                if len(ohlc_columns) - 1 < exit_index:
-                    break
-
-                exit_type = SellType.SELL_SIGNAL
-                exit_price = ohlc_columns[exit_index, 0]
-
-            trade = {'pair': pair,
-                     'stoploss': stoploss,
-                     'profit_percent': '',
-                     'profit_abs': '',
-                     'open_time': date_column[open_trade_index],
-                     'close_time': date_column[exit_index],
-                     'open_index': start_point + open_trade_index,
-                     'close_index': start_point + exit_index,
-                     'trade_duration': '',
-                     'open_rate': round(open_price, 15),
-                     'close_rate': round(exit_price, 15),
-                     'exit_type': exit_type
-                     }
-
-            result.append(trade)
-
-            # Giving a view of exit_index till the end of array
-            buy_column = buy_column[exit_index:]
-            sell_column = sell_column[exit_index:]
-            date_column = date_column[exit_index:]
-            ohlc_columns = ohlc_columns[exit_index:]
-            start_point += exit_index
-
-        return result
+from .edge_positioning import Edge, PairInfo  # noqa: F401
diff --git a/freqtrade/edge/edge_positioning.py b/freqtrade/edge/edge_positioning.py
new file mode 100644
index 000000000..15883357b
--- /dev/null
+++ b/freqtrade/edge/edge_positioning.py
@@ -0,0 +1,464 @@
+# pragma pylint: disable=W0603
+""" Edge positioning package """
+import logging
+from typing import Any, Dict, NamedTuple
+
+import arrow
+import numpy as np
+import utils_find_1st as utf1st
+from pandas import DataFrame
+
+from freqtrade import constants
+from freqtrade.configuration import TimeRange
+from freqtrade.data import history
+from freqtrade.exceptions import OperationalException
+from freqtrade.strategy.interface import SellType
+
+logger = logging.getLogger(__name__)
+
+
+class PairInfo(NamedTuple):
+    stoploss: float
+    winrate: float
+    risk_reward_ratio: float
+    required_risk_reward: float
+    expectancy: float
+    nb_trades: int
+    avg_trade_duration: float
+
+
+class Edge:
+    """
+    Calculates Win Rate, Risk Reward Ratio, Expectancy
+    against historical data for a give set of markets and a strategy
+    it then adjusts stoploss and position size accordingly
+    and force it into the strategy
+    Author: https://github.com/mishaker
+    """
+
+    config: Dict = {}
+    _cached_pairs: Dict[str, Any] = {}  # Keeps a list of pairs
+
+    def __init__(self, config: Dict[str, Any], exchange, strategy) -> None:
+
+        self.config = config
+        self.exchange = exchange
+        self.strategy = strategy
+
+        self.edge_config = self.config.get('edge', {})
+        self._cached_pairs: Dict[str, Any] = {}  # Keeps a list of pairs
+        self._final_pairs: list = []
+
+        # checking max_open_trades. it should be -1 as with Edge
+        # the number of trades is determined by position size
+        if self.config['max_open_trades'] != float('inf'):
+            logger.critical('max_open_trades should be -1 in config !')
+
+        if self.config['stake_amount'] != constants.UNLIMITED_STAKE_AMOUNT:
+            raise OperationalException('Edge works only with unlimited stake amount')
+
+        # Deprecated capital_available_percentage. Will use tradable_balance_ratio in the future.
+        self._capital_percentage: float = self.edge_config.get(
+            'capital_available_percentage', self.config['tradable_balance_ratio'])
+        self._allowed_risk: float = self.edge_config.get('allowed_risk')
+        self._since_number_of_days: int = self.edge_config.get('calculate_since_number_of_days', 14)
+        self._last_updated: int = 0  # Timestamp of pairs last updated time
+        self._refresh_pairs = True
+
+        self._stoploss_range_min = float(self.edge_config.get('stoploss_range_min', -0.01))
+        self._stoploss_range_max = float(self.edge_config.get('stoploss_range_max', -0.05))
+        self._stoploss_range_step = float(self.edge_config.get('stoploss_range_step', -0.001))
+
+        # calculating stoploss range
+        self._stoploss_range = np.arange(
+            self._stoploss_range_min,
+            self._stoploss_range_max,
+            self._stoploss_range_step
+        )
+
+        self._timerange: TimeRange = TimeRange.parse_timerange("%s-" % arrow.now().shift(
+            days=-1 * self._since_number_of_days).format('YYYYMMDD'))
+        if config.get('fee'):
+            self.fee = config['fee']
+        else:
+            self.fee = self.exchange.get_fee(symbol=self.config['exchange']['pair_whitelist'][0])
+
+    def calculate(self) -> bool:
+        pairs = self.config['exchange']['pair_whitelist']
+        heartbeat = self.edge_config.get('process_throttle_secs')
+
+        if (self._last_updated > 0) and (
+                self._last_updated + heartbeat > arrow.utcnow().timestamp):
+            return False
+
+        data: Dict[str, Any] = {}
+        logger.info('Using stake_currency: %s ...', self.config['stake_currency'])
+        logger.info('Using local backtesting data (using whitelist in given config) ...')
+
+        if self._refresh_pairs:
+            history.refresh_data(
+                datadir=self.config['datadir'],
+                pairs=pairs,
+                exchange=self.exchange,
+                timeframe=self.strategy.ticker_interval,
+                timerange=self._timerange,
+            )
+
+        data = history.load_data(
+            datadir=self.config['datadir'],
+            pairs=pairs,
+            timeframe=self.strategy.ticker_interval,
+            timerange=self._timerange,
+            startup_candles=self.strategy.startup_candle_count,
+        )
+
+        if not data:
+            # Reinitializing cached pairs
+            self._cached_pairs = {}
+            logger.critical("No data found. Edge is stopped ...")
+            return False
+
+        preprocessed = self.strategy.tickerdata_to_dataframe(data)
+
+        # Print timeframe
+        min_date, max_date = history.get_timerange(preprocessed)
+        logger.info(
+            'Measuring data from %s up to %s (%s days) ...',
+            min_date.isoformat(),
+            max_date.isoformat(),
+            (max_date - min_date).days
+        )
+        headers = ['date', 'buy', 'open', 'close', 'sell', 'high', 'low']
+
+        trades: list = []
+        for pair, pair_data in preprocessed.items():
+            # Sorting dataframe by date and reset index
+            pair_data = pair_data.sort_values(by=['date'])
+            pair_data = pair_data.reset_index(drop=True)
+
+            ticker_data = self.strategy.advise_sell(
+                self.strategy.advise_buy(pair_data, {'pair': pair}), {'pair': pair})[headers].copy()
+
+            trades += self._find_trades_for_stoploss_range(ticker_data, pair, self._stoploss_range)
+
+        # If no trade found then exit
+        if len(trades) == 0:
+            logger.info("No trades found.")
+            return False
+
+        # Fill missing, calculable columns, profit, duration , abs etc.
+        trades_df = self._fill_calculable_fields(DataFrame(trades))
+        self._cached_pairs = self._process_expectancy(trades_df)
+        self._last_updated = arrow.utcnow().timestamp
+
+        return True
+
+    def stake_amount(self, pair: str, free_capital: float,
+                     total_capital: float, capital_in_trade: float) -> float:
+        stoploss = self.stoploss(pair)
+        available_capital = (total_capital + capital_in_trade) * self._capital_percentage
+        allowed_capital_at_risk = available_capital * self._allowed_risk
+        max_position_size = abs(allowed_capital_at_risk / stoploss)
+        position_size = min(max_position_size, free_capital)
+        if pair in self._cached_pairs:
+            logger.info(
+                'winrate: %s, expectancy: %s, position size: %s, pair: %s,'
+                ' capital in trade: %s, free capital: %s, total capital: %s,'
+                ' stoploss: %s, available capital: %s.',
+                self._cached_pairs[pair].winrate,
+                self._cached_pairs[pair].expectancy,
+                position_size, pair,
+                capital_in_trade, free_capital, total_capital,
+                stoploss, available_capital
+            )
+        return round(position_size, 15)
+
+    def stoploss(self, pair: str) -> float:
+        if pair in self._cached_pairs:
+            return self._cached_pairs[pair].stoploss
+        else:
+            logger.warning('tried to access stoploss of a non-existing pair, '
+                           'strategy stoploss is returned instead.')
+            return self.strategy.stoploss
+
+    def adjust(self, pairs) -> list:
+        """
+        Filters out and sorts "pairs" according to Edge calculated pairs
+        """
+        final = []
+        for pair, info in self._cached_pairs.items():
+            if info.expectancy > float(self.edge_config.get('minimum_expectancy', 0.2)) and \
+                info.winrate > float(self.edge_config.get('minimum_winrate', 0.60)) and \
+                    pair in pairs:
+                final.append(pair)
+
+        if self._final_pairs != final:
+            self._final_pairs = final
+            if self._final_pairs:
+                logger.info(
+                    'Minimum expectancy and minimum winrate are met only for %s,'
+                    ' so other pairs are filtered out.',
+                    self._final_pairs
+                    )
+            else:
+                logger.info(
+                    'Edge removed all pairs as no pair with minimum expectancy '
+                    'and minimum winrate was found !'
+                    )
+
+        return self._final_pairs
+
+    def accepted_pairs(self) -> list:
+        """
+        return a list of accepted pairs along with their winrate, expectancy and stoploss
+        """
+        final = []
+        for pair, info in self._cached_pairs.items():
+            if info.expectancy > float(self.edge_config.get('minimum_expectancy', 0.2)) and \
+                 info.winrate > float(self.edge_config.get('minimum_winrate', 0.60)):
+                final.append({
+                    'Pair': pair,
+                    'Winrate': info.winrate,
+                    'Expectancy': info.expectancy,
+                    'Stoploss': info.stoploss,
+                })
+        return final
+
+    def _fill_calculable_fields(self, result: DataFrame) -> DataFrame:
+        """
+        The result frame contains a number of columns that are calculable
+        from other columns. These are left blank till all rows are added,
+        to be populated in single vector calls.
+
+        Columns to be populated are:
+        - Profit
+        - trade duration
+        - profit abs
+        :param result Dataframe
+        :return: result Dataframe
+        """
+
+        # stake and fees
+        # stake = 0.015
+        # 0.05% is 0.0005
+        # fee = 0.001
+
+        # we set stake amount to an arbitrary amount.
+        # as it doesn't change the calculation.
+        # all returned values are relative. they are percentages.
+        stake = 0.015
+        fee = self.fee
+        open_fee = fee / 2
+        close_fee = fee / 2
+
+        result['trade_duration'] = result['close_time'] - result['open_time']
+
+        result['trade_duration'] = result['trade_duration'].map(
+            lambda x: int(x.total_seconds() / 60))
+
+        # Spends, Takes, Profit, Absolute Profit
+
+        # Buy Price
+        result['buy_vol'] = stake / result['open_rate']  # How many target are we buying
+        result['buy_fee'] = stake * open_fee
+        result['buy_spend'] = stake + result['buy_fee']  # How much we're spending
+
+        # Sell price
+        result['sell_sum'] = result['buy_vol'] * result['close_rate']
+        result['sell_fee'] = result['sell_sum'] * close_fee
+        result['sell_take'] = result['sell_sum'] - result['sell_fee']
+
+        # profit_percent
+        result['profit_percent'] = (result['sell_take'] - result['buy_spend']) / result['buy_spend']
+
+        # Absolute profit
+        result['profit_abs'] = result['sell_take'] - result['buy_spend']
+
+        return result
+
+    def _process_expectancy(self, results: DataFrame) -> Dict[str, Any]:
+        """
+        This calculates WinRate, Required Risk Reward, Risk Reward and Expectancy of all pairs
+        The calulation will be done per pair and per strategy.
+        """
+        # Removing pairs having less than min_trades_number
+        min_trades_number = self.edge_config.get('min_trade_number', 10)
+        results = results.groupby(['pair', 'stoploss']).filter(lambda x: len(x) > min_trades_number)
+        ###################################
+
+        # Removing outliers (Only Pumps) from the dataset
+        # The method to detect outliers is to calculate standard deviation
+        # Then every value more than (standard deviation + 2*average) is out (pump)
+        #
+        # Removing Pumps
+        if self.edge_config.get('remove_pumps', False):
+            results = results.groupby(['pair', 'stoploss']).apply(
+                lambda x: x[x['profit_abs'] < 2 * x['profit_abs'].std() + x['profit_abs'].mean()])
+        ##########################################################################
+
+        # Removing trades having a duration more than X minutes (set in config)
+        max_trade_duration = self.edge_config.get('max_trade_duration_minute', 1440)
+        results = results[results.trade_duration < max_trade_duration]
+        #######################################################################
+
+        if results.empty:
+            return {}
+
+        groupby_aggregator = {
+            'profit_abs': [
+                ('nb_trades', 'count'),  # number of all trades
+                ('profit_sum', lambda x: x[x > 0].sum()),  # cumulative profit of all winning trades
+                ('loss_sum', lambda x: abs(x[x < 0].sum())),  # cumulative loss of all losing trades
+                ('nb_win_trades', lambda x: x[x > 0].count())  # number of winning trades
+            ],
+            'trade_duration': [('avg_trade_duration', 'mean')]
+        }
+
+        # Group by (pair and stoploss) by applying above aggregator
+        df = results.groupby(['pair', 'stoploss'])['profit_abs', 'trade_duration'].agg(
+            groupby_aggregator).reset_index(col_level=1)
+
+        # Dropping level 0 as we don't need it
+        df.columns = df.columns.droplevel(0)
+
+        # Calculating number of losing trades, average win and average loss
+        df['nb_loss_trades'] = df['nb_trades'] - df['nb_win_trades']
+        df['average_win'] = df['profit_sum'] / df['nb_win_trades']
+        df['average_loss'] = df['loss_sum'] / df['nb_loss_trades']
+
+        # Win rate = number of profitable trades / number of trades
+        df['winrate'] = df['nb_win_trades'] / df['nb_trades']
+
+        # risk_reward_ratio = average win / average loss
+        df['risk_reward_ratio'] = df['average_win'] / df['average_loss']
+
+        # required_risk_reward = (1 / winrate) - 1
+        df['required_risk_reward'] = (1 / df['winrate']) - 1
+
+        # expectancy = (risk_reward_ratio * winrate) - (lossrate)
+        df['expectancy'] = (df['risk_reward_ratio'] * df['winrate']) - (1 - df['winrate'])
+
+        # sort by expectancy and stoploss
+        df = df.sort_values(by=['expectancy', 'stoploss'], ascending=False).groupby(
+            'pair').first().sort_values(by=['expectancy'], ascending=False).reset_index()
+
+        final = {}
+        for x in df.itertuples():
+            final[x.pair] = PairInfo(
+                x.stoploss,
+                x.winrate,
+                x.risk_reward_ratio,
+                x.required_risk_reward,
+                x.expectancy,
+                x.nb_trades,
+                x.avg_trade_duration
+            )
+
+        # Returning a list of pairs in order of "expectancy"
+        return final
+
+    def _find_trades_for_stoploss_range(self, ticker_data, pair, stoploss_range):
+        buy_column = ticker_data['buy'].values
+        sell_column = ticker_data['sell'].values
+        date_column = ticker_data['date'].values
+        ohlc_columns = ticker_data[['open', 'high', 'low', 'close']].values
+
+        result: list = []
+        for stoploss in stoploss_range:
+            result += self._detect_next_stop_or_sell_point(
+                buy_column, sell_column, date_column, ohlc_columns, round(stoploss, 6), pair
+            )
+
+        return result
+
+    def _detect_next_stop_or_sell_point(self, buy_column, sell_column, date_column,
+                                        ohlc_columns, stoploss, pair):
+        """
+        Iterate through ohlc_columns in order to find the next trade
+        Next trade opens from the first buy signal noticed to
+        The sell or stoploss signal after it.
+        It then cuts OHLC, buy_column, sell_column and date_column.
+        Cut from (the exit trade index) + 1.
+
+        Author: https://github.com/mishaker
+        """
+
+        result: list = []
+        start_point = 0
+
+        while True:
+            open_trade_index = utf1st.find_1st(buy_column, 1, utf1st.cmp_equal)
+
+            # Return empty if we don't find trade entry (i.e. buy==1) or
+            # we find a buy but at the end of array
+            if open_trade_index == -1 or open_trade_index == len(buy_column) - 1:
+                break
+            else:
+                # When a buy signal is seen,
+                # trade opens in reality on the next candle
+                open_trade_index += 1
+
+            stop_price_percentage = stoploss + 1
+            open_price = ohlc_columns[open_trade_index, 0]
+            stop_price = (open_price * stop_price_percentage)
+
+            # Searching for the index where stoploss is hit
+            stop_index = utf1st.find_1st(
+                ohlc_columns[open_trade_index:, 2], stop_price, utf1st.cmp_smaller)
+
+            # If we don't find it then we assume stop_index will be far in future (infinite number)
+            if stop_index == -1:
+                stop_index = float('inf')
+
+            # Searching for the index where sell is hit
+            sell_index = utf1st.find_1st(sell_column[open_trade_index:], 1, utf1st.cmp_equal)
+
+            # If we don't find it then we assume sell_index will be far in future (infinite number)
+            if sell_index == -1:
+                sell_index = float('inf')
+
+            # Check if we don't find any stop or sell point (in that case trade remains open)
+            # It is not interesting for Edge to consider it so we simply ignore the trade
+            # And stop iterating there is no more entry
+            if stop_index == sell_index == float('inf'):
+                break
+
+            if stop_index <= sell_index:
+                exit_index = open_trade_index + stop_index
+                exit_type = SellType.STOP_LOSS
+                exit_price = stop_price
+            elif stop_index > sell_index:
+                # If exit is SELL then we exit at the next candle
+                exit_index = open_trade_index + sell_index + 1
+
+                # Check if we have the next candle
+                if len(ohlc_columns) - 1 < exit_index:
+                    break
+
+                exit_type = SellType.SELL_SIGNAL
+                exit_price = ohlc_columns[exit_index, 0]
+
+            trade = {'pair': pair,
+                     'stoploss': stoploss,
+                     'profit_percent': '',
+                     'profit_abs': '',
+                     'open_time': date_column[open_trade_index],
+                     'close_time': date_column[exit_index],
+                     'open_index': start_point + open_trade_index,
+                     'close_index': start_point + exit_index,
+                     'trade_duration': '',
+                     'open_rate': round(open_price, 15),
+                     'close_rate': round(exit_price, 15),
+                     'exit_type': exit_type
+                     }
+
+            result.append(trade)
+
+            # Giving a view of exit_index till the end of array
+            buy_column = buy_column[exit_index:]
+            sell_column = sell_column[exit_index:]
+            date_column = date_column[exit_index:]
+            ohlc_columns = ohlc_columns[exit_index:]
+            start_point += exit_index
+
+        return result

From 80ed1c3e146da9c3f36f978ceae0df250acc4131 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 26 Jan 2020 10:51:09 +0100
Subject: [PATCH 0321/1106] Move utils to commands

---
 freqtrade/commands/__init__.py    | 0
 freqtrade/{ => commands}/utils.py | 0
 2 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 freqtrade/commands/__init__.py
 rename freqtrade/{ => commands}/utils.py (100%)

diff --git a/freqtrade/commands/__init__.py b/freqtrade/commands/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/freqtrade/utils.py b/freqtrade/commands/utils.py
similarity index 100%
rename from freqtrade/utils.py
rename to freqtrade/commands/utils.py

From 6e852804671efa0546341b5db5f35b79bc9e9278 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 26 Jan 2020 10:55:39 +0100
Subject: [PATCH 0322/1106] Adjust imports

---
 freqtrade/commands/__init__.py       |  6 ++++++
 freqtrade/configuration/arguments.py | 12 +++++------
 freqtrade/optimize/__init__.py       |  2 +-
 freqtrade/plot/plot_utils.py         |  2 +-
 tests/test_utils.py                  | 30 ++++++++++++++--------------
 5 files changed, 29 insertions(+), 23 deletions(-)

diff --git a/freqtrade/commands/__init__.py b/freqtrade/commands/__init__.py
index e69de29bb..0c31048f2 100644
--- a/freqtrade/commands/__init__.py
+++ b/freqtrade/commands/__init__.py
@@ -0,0 +1,6 @@
+from .utils import (setup_utils_configuration, start_create_userdir,  # noqa: F401
+                    start_download_data, start_hyperopt_list,
+                    start_hyperopt_show, start_list_exchanges,
+                    start_list_markets, start_list_strategies,
+                    start_list_timeframes, start_new_hyperopt,
+                    start_new_strategy, start_test_pairlist, start_trading)
diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py
index b2197619d..3c71fa548 100644
--- a/freqtrade/configuration/arguments.py
+++ b/freqtrade/configuration/arguments.py
@@ -131,12 +131,12 @@ class Arguments:
         self._build_args(optionlist=['version'], parser=self.parser)
 
         from freqtrade.optimize import start_backtesting, start_hyperopt, start_edge
-        from freqtrade.utils import (start_create_userdir, start_download_data,
-                                     start_hyperopt_list, start_hyperopt_show,
-                                     start_list_exchanges, start_list_markets,
-                                     start_list_strategies, start_new_hyperopt,
-                                     start_new_strategy, start_list_timeframes,
-                                     start_test_pairlist, start_trading)
+        from freqtrade.commands import (start_create_userdir, start_download_data,
+                                        start_hyperopt_list, start_hyperopt_show,
+                                        start_list_exchanges, start_list_markets,
+                                        start_list_strategies, start_new_hyperopt,
+                                        start_new_strategy, start_list_timeframes,
+                                        start_test_pairlist, start_trading)
         from freqtrade.plot.plot_utils import start_plot_dataframe, start_plot_profit
 
         subparsers = self.parser.add_subparsers(dest='command',
diff --git a/freqtrade/optimize/__init__.py b/freqtrade/optimize/__init__.py
index 34760372f..98b521d4e 100644
--- a/freqtrade/optimize/__init__.py
+++ b/freqtrade/optimize/__init__.py
@@ -4,7 +4,7 @@ from typing import Any, Dict
 from freqtrade import constants
 from freqtrade.exceptions import DependencyException, OperationalException
 from freqtrade.state import RunMode
-from freqtrade.utils import setup_utils_configuration
+from freqtrade.commands import setup_utils_configuration
 
 logger = logging.getLogger(__name__)
 
diff --git a/freqtrade/plot/plot_utils.py b/freqtrade/plot/plot_utils.py
index 9eff08396..b2f16dff0 100644
--- a/freqtrade/plot/plot_utils.py
+++ b/freqtrade/plot/plot_utils.py
@@ -2,7 +2,7 @@ from typing import Any, Dict
 
 from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
-from freqtrade.utils import setup_utils_configuration
+from freqtrade.commands import setup_utils_configuration
 
 
 def validate_plot_args(args: Dict[str, Any]):
diff --git a/tests/test_utils.py b/tests/test_utils.py
index 7ca2cac5a..91009ec42 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -4,15 +4,15 @@ from unittest.mock import MagicMock, PropertyMock
 
 import pytest
 
+from freqtrade.commands import (setup_utils_configuration,
+                                start_create_userdir, start_download_data,
+                                start_hyperopt_list, start_hyperopt_show,
+                                start_list_exchanges, start_list_markets,
+                                start_list_strategies, start_list_timeframes,
+                                start_new_hyperopt, start_new_strategy,
+                                start_test_pairlist, start_trading)
 from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
-from freqtrade.utils import (setup_utils_configuration, start_create_userdir,
-                             start_download_data, start_hyperopt_list,
-                             start_hyperopt_show, start_list_exchanges,
-                             start_list_markets, start_list_strategies,
-                             start_list_timeframes, start_new_hyperopt,
-                             start_new_strategy, start_test_pairlist,
-                             start_trading)
 from tests.conftest import (get_args, log_has, log_has_re, patch_exchange,
                             patched_configuration_load_config_file)
 
@@ -451,8 +451,8 @@ def test_create_datadir(caplog, mocker):
     # Added assert here to analyze random test-failures ...
     assert len(caplog.record_tuples) == 0
 
-    cud = mocker.patch("freqtrade.utils.create_userdata_dir", MagicMock())
-    csf = mocker.patch("freqtrade.utils.copy_sample_files", MagicMock())
+    cud = mocker.patch("freqtrade.commands.create_userdata_dir", MagicMock())
+    csf = mocker.patch("freqtrade.commands.copy_sample_files", MagicMock())
     args = [
         "create-userdir",
         "--userdir",
@@ -538,7 +538,7 @@ def test_start_new_hyperopt_no_arg(mocker, caplog):
 
 
 def test_download_data_keyboardInterrupt(mocker, caplog, markets):
-    dl_mock = mocker.patch('freqtrade.utils.refresh_backtest_ohlcv_data',
+    dl_mock = mocker.patch('freqtrade.commands.refresh_backtest_ohlcv_data',
                            MagicMock(side_effect=KeyboardInterrupt))
     patch_exchange(mocker)
     mocker.patch(
@@ -556,7 +556,7 @@ def test_download_data_keyboardInterrupt(mocker, caplog, markets):
 
 
 def test_download_data_no_markets(mocker, caplog):
-    dl_mock = mocker.patch('freqtrade.utils.refresh_backtest_ohlcv_data',
+    dl_mock = mocker.patch('freqtrade.commands.refresh_backtest_ohlcv_data',
                            MagicMock(return_value=["ETH/BTC", "XRP/BTC"]))
     patch_exchange(mocker, id='binance')
     mocker.patch(
@@ -574,7 +574,7 @@ def test_download_data_no_markets(mocker, caplog):
 
 
 def test_download_data_no_exchange(mocker, caplog):
-    mocker.patch('freqtrade.utils.refresh_backtest_ohlcv_data',
+    mocker.patch('freqtrade.commands.refresh_backtest_ohlcv_data',
                  MagicMock(return_value=["ETH/BTC", "XRP/BTC"]))
     patch_exchange(mocker)
     mocker.patch(
@@ -594,7 +594,7 @@ def test_download_data_no_pairs(mocker, caplog):
 
     mocker.patch.object(Path, "exists", MagicMock(return_value=False))
 
-    mocker.patch('freqtrade.utils.refresh_backtest_ohlcv_data',
+    mocker.patch('freqtrade.commands.refresh_backtest_ohlcv_data',
                  MagicMock(return_value=["ETH/BTC", "XRP/BTC"]))
     patch_exchange(mocker)
     mocker.patch(
@@ -613,9 +613,9 @@ def test_download_data_no_pairs(mocker, caplog):
 
 
 def test_download_data_trades(mocker, caplog):
-    dl_mock = mocker.patch('freqtrade.utils.refresh_backtest_trades_data',
+    dl_mock = mocker.patch('freqtrade.commands.refresh_backtest_trades_data',
                            MagicMock(return_value=[]))
-    convert_mock = mocker.patch('freqtrade.utils.convert_trades_to_ohlcv',
+    convert_mock = mocker.patch('freqtrade.commands.convert_trades_to_ohlcv',
                                 MagicMock(return_value=[]))
     patch_exchange(mocker)
     mocker.patch(

From 926bf07df1420c2e08dadbb53e8359a1ffa20900 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 26 Jan 2020 13:08:58 +0100
Subject: [PATCH 0323/1106] Seperate a few commands into specific files

---
 freqtrade/commands/__init__.py          |  16 +-
 freqtrade/commands/deploy_commands.py   | 113 ++++++++
 freqtrade/commands/hyperopt_commands.py | 114 ++++++++
 freqtrade/commands/list_commands.py     | 157 +++++++++++
 freqtrade/commands/trade_commands.py    |  25 ++
 freqtrade/commands/utils.py             | 356 ------------------------
 6 files changed, 419 insertions(+), 362 deletions(-)
 create mode 100644 freqtrade/commands/deploy_commands.py
 create mode 100644 freqtrade/commands/hyperopt_commands.py
 create mode 100644 freqtrade/commands/list_commands.py
 create mode 100644 freqtrade/commands/trade_commands.py

diff --git a/freqtrade/commands/__init__.py b/freqtrade/commands/__init__.py
index 0c31048f2..4c57efeae 100644
--- a/freqtrade/commands/__init__.py
+++ b/freqtrade/commands/__init__.py
@@ -1,6 +1,10 @@
-from .utils import (setup_utils_configuration, start_create_userdir,  # noqa: F401
-                    start_download_data, start_hyperopt_list,
-                    start_hyperopt_show, start_list_exchanges,
-                    start_list_markets, start_list_strategies,
-                    start_list_timeframes, start_new_hyperopt,
-                    start_new_strategy, start_test_pairlist, start_trading)
+from .hyperopt_commands import (start_hyperopt_list, start_hyperopt_show)  # noqa: 401
+
+from .list_commands import (start_list_exchanges,  # noqa: F401
+                            start_list_markets, start_list_strategies,
+                            start_list_timeframes)
+from .utils import setup_utils_configuration  # noqa: F401
+from .utils import (start_download_data,  # noqa: F401
+                    start_test_pairlist)
+from .deploy_commands import (start_new_hyperopt, start_new_strategy, start_create_userdir)  # noqa: F401
+from .trade_commands import start_trading  # noqa: F401
diff --git a/freqtrade/commands/deploy_commands.py b/freqtrade/commands/deploy_commands.py
new file mode 100644
index 000000000..892e15db1
--- /dev/null
+++ b/freqtrade/commands/deploy_commands.py
@@ -0,0 +1,113 @@
+import logging
+import sys
+from pathlib import Path
+from typing import Any, Dict
+
+from freqtrade.configuration.directory_operations import (copy_sample_files,
+                                                          create_userdata_dir)
+from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGY
+from freqtrade.exceptions import OperationalException
+from freqtrade.misc import render_template
+from freqtrade.state import RunMode
+
+from .utils import setup_utils_configuration
+
+logger = logging.getLogger(__name__)
+
+
+def start_create_userdir(args: Dict[str, Any]) -> None:
+    """
+    Create "user_data" directory to contain user data strategies, hyperopt, ...)
+    :param args: Cli args from Arguments()
+    :return: None
+    """
+    if "user_data_dir" in args and args["user_data_dir"]:
+        userdir = create_userdata_dir(args["user_data_dir"], create_dir=True)
+        copy_sample_files(userdir, overwrite=args["reset"])
+    else:
+        logger.warning("`create-userdir` requires --userdir to be set.")
+        sys.exit(1)
+
+
+def deploy_new_strategy(strategy_name, strategy_path: Path, subtemplate: str):
+    """
+    Deploy new strategy from template to strategy_path
+    """
+    indicators = render_template(templatefile=f"subtemplates/indicators_{subtemplate}.j2",)
+    buy_trend = render_template(templatefile=f"subtemplates/buy_trend_{subtemplate}.j2",)
+    sell_trend = render_template(templatefile=f"subtemplates/sell_trend_{subtemplate}.j2",)
+    plot_config = render_template(templatefile=f"subtemplates/plot_config_{subtemplate}.j2",)
+
+    strategy_text = render_template(templatefile='base_strategy.py.j2',
+                                    arguments={"strategy": strategy_name,
+                                               "indicators": indicators,
+                                               "buy_trend": buy_trend,
+                                               "sell_trend": sell_trend,
+                                               "plot_config": plot_config,
+                                               })
+
+    logger.info(f"Writing strategy to `{strategy_path}`.")
+    strategy_path.write_text(strategy_text)
+
+
+def start_new_strategy(args: Dict[str, Any]) -> None:
+
+    config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
+
+    if "strategy" in args and args["strategy"]:
+        if args["strategy"] == "DefaultStrategy":
+            raise OperationalException("DefaultStrategy is not allowed as name.")
+
+        new_path = config['user_data_dir'] / USERPATH_STRATEGY / (args["strategy"] + ".py")
+
+        if new_path.exists():
+            raise OperationalException(f"`{new_path}` already exists. "
+                                       "Please choose another Strategy Name.")
+
+        deploy_new_strategy(args['strategy'], new_path, args['template'])
+
+    else:
+        raise OperationalException("`new-strategy` requires --strategy to be set.")
+
+
+def deploy_new_hyperopt(hyperopt_name, hyperopt_path: Path, subtemplate: str):
+    """
+    Deploys a new hyperopt template to hyperopt_path
+    """
+    buy_guards = render_template(
+        templatefile=f"subtemplates/hyperopt_buy_guards_{subtemplate}.j2",)
+    sell_guards = render_template(
+        templatefile=f"subtemplates/hyperopt_sell_guards_{subtemplate}.j2",)
+    buy_space = render_template(
+        templatefile=f"subtemplates/hyperopt_buy_space_{subtemplate}.j2",)
+    sell_space = render_template(
+        templatefile=f"subtemplates/hyperopt_sell_space_{subtemplate}.j2",)
+
+    strategy_text = render_template(templatefile='base_hyperopt.py.j2',
+                                    arguments={"hyperopt": hyperopt_name,
+                                               "buy_guards": buy_guards,
+                                               "sell_guards": sell_guards,
+                                               "buy_space": buy_space,
+                                               "sell_space": sell_space,
+                                               })
+
+    logger.info(f"Writing hyperopt to `{hyperopt_path}`.")
+    hyperopt_path.write_text(strategy_text)
+
+
+def start_new_hyperopt(args: Dict[str, Any]) -> None:
+
+    config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
+
+    if "hyperopt" in args and args["hyperopt"]:
+        if args["hyperopt"] == "DefaultHyperopt":
+            raise OperationalException("DefaultHyperopt is not allowed as name.")
+
+        new_path = config['user_data_dir'] / USERPATH_HYPEROPTS / (args["hyperopt"] + ".py")
+
+        if new_path.exists():
+            raise OperationalException(f"`{new_path}` already exists. "
+                                       "Please choose another Strategy Name.")
+        deploy_new_hyperopt(args['hyperopt'], new_path, args['template'])
+    else:
+        raise OperationalException("`new-hyperopt` requires --hyperopt to be set.")
diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
new file mode 100644
index 000000000..db3f69050
--- /dev/null
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -0,0 +1,114 @@
+import logging
+from operator import itemgetter
+from typing import Any, Dict, List
+
+from colorama import init as colorama_init
+
+from .utils import setup_utils_configuration
+from freqtrade.exceptions import OperationalException
+from freqtrade.state import RunMode
+
+logger = logging.getLogger(__name__)
+
+
+def start_hyperopt_list(args: Dict[str, Any]) -> None:
+    """
+    List hyperopt epochs previously evaluated
+    """
+    from freqtrade.optimize.hyperopt import Hyperopt
+
+    config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
+
+    only_best = config.get('hyperopt_list_best', False)
+    only_profitable = config.get('hyperopt_list_profitable', False)
+    print_colorized = config.get('print_colorized', False)
+    print_json = config.get('print_json', False)
+    no_details = config.get('hyperopt_list_no_details', False)
+    no_header = False
+
+    trials_file = (config['user_data_dir'] /
+                   'hyperopt_results' / 'hyperopt_results.pickle')
+
+    # Previous evaluations
+    trials = Hyperopt.load_previous_results(trials_file)
+    total_epochs = len(trials)
+
+    trials = _hyperopt_filter_trials(trials, only_best, only_profitable)
+
+    # TODO: fetch the interval for epochs to print from the cli option
+    epoch_start, epoch_stop = 0, None
+
+    if print_colorized:
+        colorama_init(autoreset=True)
+
+    try:
+        # Human-friendly indexes used here (starting from 1)
+        for val in trials[epoch_start:epoch_stop]:
+            Hyperopt.print_results_explanation(val, total_epochs, not only_best, print_colorized)
+
+    except KeyboardInterrupt:
+        print('User interrupted..')
+
+    if trials and not no_details:
+        sorted_trials = sorted(trials, key=itemgetter('loss'))
+        results = sorted_trials[0]
+        Hyperopt.print_epoch_details(results, total_epochs, print_json, no_header)
+
+
+def start_hyperopt_show(args: Dict[str, Any]) -> None:
+    """
+    Show details of a hyperopt epoch previously evaluated
+    """
+    from freqtrade.optimize.hyperopt import Hyperopt
+
+    config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
+
+    only_best = config.get('hyperopt_list_best', False)
+    only_profitable = config.get('hyperopt_list_profitable', False)
+    no_header = config.get('hyperopt_show_no_header', False)
+
+    trials_file = (config['user_data_dir'] /
+                   'hyperopt_results' / 'hyperopt_results.pickle')
+
+    # Previous evaluations
+    trials = Hyperopt.load_previous_results(trials_file)
+    total_epochs = len(trials)
+
+    trials = _hyperopt_filter_trials(trials, only_best, only_profitable)
+    trials_epochs = len(trials)
+
+    n = config.get('hyperopt_show_index', -1)
+    if n > trials_epochs:
+        raise OperationalException(
+                f"The index of the epoch to show should be less than {trials_epochs + 1}.")
+    if n < -trials_epochs:
+        raise OperationalException(
+                f"The index of the epoch to show should be greater than {-trials_epochs - 1}.")
+
+    # Translate epoch index from human-readable format to pythonic
+    if n > 0:
+        n -= 1
+
+    print_json = config.get('print_json', False)
+
+    if trials:
+        val = trials[n]
+        Hyperopt.print_epoch_details(val, total_epochs, print_json, no_header,
+                                     header_str="Epoch details")
+
+
+def _hyperopt_filter_trials(trials: List, only_best: bool, only_profitable: bool) -> List:
+    """
+    Filter our items from the list of hyperopt results
+    """
+    if only_best:
+        trials = [x for x in trials if x['is_best']]
+    if only_profitable:
+        trials = [x for x in trials if x['results_metrics']['profit'] > 0]
+
+    logger.info(f"{len(trials)} " +
+                ("best " if only_best else "") +
+                ("profitable " if only_profitable else "") +
+                "epochs found.")
+
+    return trials
diff --git a/freqtrade/commands/list_commands.py b/freqtrade/commands/list_commands.py
new file mode 100644
index 000000000..90efaf66f
--- /dev/null
+++ b/freqtrade/commands/list_commands.py
@@ -0,0 +1,157 @@
+import csv
+import logging
+import sys
+from collections import OrderedDict
+from pathlib import Path
+from typing import Any, Dict
+
+import rapidjson
+from tabulate import tabulate
+
+from freqtrade.constants import USERPATH_STRATEGY
+from freqtrade.exceptions import OperationalException
+from freqtrade.exchange import (available_exchanges, ccxt_exchanges,
+                                market_is_active, symbol_is_pair)
+from freqtrade.misc import plural
+from freqtrade.resolvers import ExchangeResolver, StrategyResolver
+from freqtrade.state import RunMode
+
+from .utils import setup_utils_configuration
+
+logger = logging.getLogger(__name__)
+
+
+def start_list_exchanges(args: Dict[str, Any]) -> None:
+    """
+    Print available exchanges
+    :param args: Cli args from Arguments()
+    :return: None
+    """
+    exchanges = ccxt_exchanges() if args['list_exchanges_all'] else available_exchanges()
+    if args['print_one_column']:
+        print('\n'.join(exchanges))
+    else:
+        if args['list_exchanges_all']:
+            print(f"All exchanges supported by the ccxt library: {', '.join(exchanges)}")
+        else:
+            print(f"Exchanges available for Freqtrade: {', '.join(exchanges)}")
+
+
+def start_list_strategies(args: Dict[str, Any]) -> None:
+    """
+    Print Strategies available in a directory
+    """
+    config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
+
+    directory = Path(config.get('strategy_path', config['user_data_dir'] / USERPATH_STRATEGY))
+    strategies = StrategyResolver.search_all_objects(directory)
+    # Sort alphabetically
+    strategies = sorted(strategies, key=lambda x: x['name'])
+    strats_to_print = [{'name': s['name'], 'location': s['location'].name} for s in strategies]
+
+    if args['print_one_column']:
+        print('\n'.join([s['name'] for s in strategies]))
+    else:
+        print(tabulate(strats_to_print, headers='keys', tablefmt='pipe'))
+
+
+def start_list_timeframes(args: Dict[str, Any]) -> None:
+    """
+    Print ticker intervals (timeframes) available on Exchange
+    """
+    config = setup_utils_configuration(args, RunMode.UTIL_EXCHANGE)
+    # Do not use ticker_interval set in the config
+    config['ticker_interval'] = None
+
+    # Init exchange
+    exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config, validate=False)
+
+    if args['print_one_column']:
+        print('\n'.join(exchange.timeframes))
+    else:
+        print(f"Timeframes available for the exchange `{exchange.name}`: "
+              f"{', '.join(exchange.timeframes)}")
+
+
+def start_list_markets(args: Dict[str, Any], pairs_only: bool = False) -> None:
+    """
+    Print pairs/markets on the exchange
+    :param args: Cli args from Arguments()
+    :param pairs_only: if True print only pairs, otherwise print all instruments (markets)
+    :return: None
+    """
+    config = setup_utils_configuration(args, RunMode.UTIL_EXCHANGE)
+
+    # Init exchange
+    exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config, validate=False)
+
+    # By default only active pairs/markets are to be shown
+    active_only = not args.get('list_pairs_all', False)
+
+    base_currencies = args.get('base_currencies', [])
+    quote_currencies = args.get('quote_currencies', [])
+
+    try:
+        pairs = exchange.get_markets(base_currencies=base_currencies,
+                                     quote_currencies=quote_currencies,
+                                     pairs_only=pairs_only,
+                                     active_only=active_only)
+        # Sort the pairs/markets by symbol
+        pairs = OrderedDict(sorted(pairs.items()))
+    except Exception as e:
+        raise OperationalException(f"Cannot get markets. Reason: {e}") from e
+
+    else:
+        summary_str = ((f"Exchange {exchange.name} has {len(pairs)} ") +
+                       ("active " if active_only else "") +
+                       (plural(len(pairs), "pair" if pairs_only else "market")) +
+                       (f" with {', '.join(base_currencies)} as base "
+                        f"{plural(len(base_currencies), 'currency', 'currencies')}"
+                        if base_currencies else "") +
+                       (" and" if base_currencies and quote_currencies else "") +
+                       (f" with {', '.join(quote_currencies)} as quote "
+                        f"{plural(len(quote_currencies), 'currency', 'currencies')}"
+                        if quote_currencies else ""))
+
+        headers = ["Id", "Symbol", "Base", "Quote", "Active",
+                   *(['Is pair'] if not pairs_only else [])]
+
+        tabular_data = []
+        for _, v in pairs.items():
+            tabular_data.append({'Id': v['id'], 'Symbol': v['symbol'],
+                                 'Base': v['base'], 'Quote': v['quote'],
+                                 'Active': market_is_active(v),
+                                 **({'Is pair': symbol_is_pair(v['symbol'])}
+                                    if not pairs_only else {})})
+
+        if (args.get('print_one_column', False) or
+                args.get('list_pairs_print_json', False) or
+                args.get('print_csv', False)):
+            # Print summary string in the log in case of machine-readable
+            # regular formats.
+            logger.info(f"{summary_str}.")
+        else:
+            # Print empty string separating leading logs and output in case of
+            # human-readable formats.
+            print()
+
+        if len(pairs):
+            if args.get('print_list', False):
+                # print data as a list, with human-readable summary
+                print(f"{summary_str}: {', '.join(pairs.keys())}.")
+            elif args.get('print_one_column', False):
+                print('\n'.join(pairs.keys()))
+            elif args.get('list_pairs_print_json', False):
+                print(rapidjson.dumps(list(pairs.keys()), default=str))
+            elif args.get('print_csv', False):
+                writer = csv.DictWriter(sys.stdout, fieldnames=headers)
+                writer.writeheader()
+                writer.writerows(tabular_data)
+            else:
+                # print data as a table, with the human-readable summary
+                print(f"{summary_str}:")
+                print(tabulate(tabular_data, headers='keys', tablefmt='pipe'))
+        elif not (args.get('print_one_column', False) or
+                  args.get('list_pairs_print_json', False) or
+                  args.get('print_csv', False)):
+            print(f"{summary_str}.")
diff --git a/freqtrade/commands/trade_commands.py b/freqtrade/commands/trade_commands.py
new file mode 100644
index 000000000..2c0c4c9c1
--- /dev/null
+++ b/freqtrade/commands/trade_commands.py
@@ -0,0 +1,25 @@
+import logging
+
+from typing import Any, Dict
+
+
+logger = logging.getLogger(__name__)
+
+
+def start_trading(args: Dict[str, Any]) -> int:
+    """
+    Main entry point for trading mode
+    """
+    from freqtrade.worker import Worker
+    # Load and run worker
+    worker = None
+    try:
+        worker = Worker(args)
+        worker.run()
+    except KeyboardInterrupt:
+        logger.info('SIGINT received, aborting ...')
+    finally:
+        if worker:
+            logger.info("worker found ... calling exit")
+            worker.exit()
+    return 0
diff --git a/freqtrade/commands/utils.py b/freqtrade/commands/utils.py
index 2f7b2d717..ba9173cf2 100644
--- a/freqtrade/commands/utils.py
+++ b/freqtrade/commands/utils.py
@@ -46,139 +46,6 @@ def setup_utils_configuration(args: Dict[str, Any], method: RunMode) -> Dict[str
     return config
 
 
-def start_trading(args: Dict[str, Any]) -> int:
-    """
-    Main entry point for trading mode
-    """
-    from freqtrade.worker import Worker
-    # Load and run worker
-    worker = None
-    try:
-        worker = Worker(args)
-        worker.run()
-    except KeyboardInterrupt:
-        logger.info('SIGINT received, aborting ...')
-    finally:
-        if worker:
-            logger.info("worker found ... calling exit")
-            worker.exit()
-    return 0
-
-
-def start_list_exchanges(args: Dict[str, Any]) -> None:
-    """
-    Print available exchanges
-    :param args: Cli args from Arguments()
-    :return: None
-    """
-    exchanges = ccxt_exchanges() if args['list_exchanges_all'] else available_exchanges()
-    if args['print_one_column']:
-        print('\n'.join(exchanges))
-    else:
-        if args['list_exchanges_all']:
-            print(f"All exchanges supported by the ccxt library: {', '.join(exchanges)}")
-        else:
-            print(f"Exchanges available for Freqtrade: {', '.join(exchanges)}")
-
-
-def start_create_userdir(args: Dict[str, Any]) -> None:
-    """
-    Create "user_data" directory to contain user data strategies, hyperopt, ...)
-    :param args: Cli args from Arguments()
-    :return: None
-    """
-    if "user_data_dir" in args and args["user_data_dir"]:
-        userdir = create_userdata_dir(args["user_data_dir"], create_dir=True)
-        copy_sample_files(userdir, overwrite=args["reset"])
-    else:
-        logger.warning("`create-userdir` requires --userdir to be set.")
-        sys.exit(1)
-
-
-def deploy_new_strategy(strategy_name, strategy_path: Path, subtemplate: str):
-    """
-    Deploy new strategy from template to strategy_path
-    """
-    indicators = render_template(templatefile=f"subtemplates/indicators_{subtemplate}.j2",)
-    buy_trend = render_template(templatefile=f"subtemplates/buy_trend_{subtemplate}.j2",)
-    sell_trend = render_template(templatefile=f"subtemplates/sell_trend_{subtemplate}.j2",)
-    plot_config = render_template(templatefile=f"subtemplates/plot_config_{subtemplate}.j2",)
-
-    strategy_text = render_template(templatefile='base_strategy.py.j2',
-                                    arguments={"strategy": strategy_name,
-                                               "indicators": indicators,
-                                               "buy_trend": buy_trend,
-                                               "sell_trend": sell_trend,
-                                               "plot_config": plot_config,
-                                               })
-
-    logger.info(f"Writing strategy to `{strategy_path}`.")
-    strategy_path.write_text(strategy_text)
-
-
-def start_new_strategy(args: Dict[str, Any]) -> None:
-
-    config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
-
-    if "strategy" in args and args["strategy"]:
-        if args["strategy"] == "DefaultStrategy":
-            raise OperationalException("DefaultStrategy is not allowed as name.")
-
-        new_path = config['user_data_dir'] / USERPATH_STRATEGY / (args["strategy"] + ".py")
-
-        if new_path.exists():
-            raise OperationalException(f"`{new_path}` already exists. "
-                                       "Please choose another Strategy Name.")
-
-        deploy_new_strategy(args['strategy'], new_path, args['template'])
-
-    else:
-        raise OperationalException("`new-strategy` requires --strategy to be set.")
-
-
-def deploy_new_hyperopt(hyperopt_name, hyperopt_path: Path, subtemplate: str):
-    """
-    Deploys a new hyperopt template to hyperopt_path
-    """
-    buy_guards = render_template(
-        templatefile=f"subtemplates/hyperopt_buy_guards_{subtemplate}.j2",)
-    sell_guards = render_template(
-        templatefile=f"subtemplates/hyperopt_sell_guards_{subtemplate}.j2",)
-    buy_space = render_template(
-        templatefile=f"subtemplates/hyperopt_buy_space_{subtemplate}.j2",)
-    sell_space = render_template(
-        templatefile=f"subtemplates/hyperopt_sell_space_{subtemplate}.j2",)
-
-    strategy_text = render_template(templatefile='base_hyperopt.py.j2',
-                                    arguments={"hyperopt": hyperopt_name,
-                                               "buy_guards": buy_guards,
-                                               "sell_guards": sell_guards,
-                                               "buy_space": buy_space,
-                                               "sell_space": sell_space,
-                                               })
-
-    logger.info(f"Writing hyperopt to `{hyperopt_path}`.")
-    hyperopt_path.write_text(strategy_text)
-
-
-def start_new_hyperopt(args: Dict[str, Any]) -> None:
-
-    config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
-
-    if "hyperopt" in args and args["hyperopt"]:
-        if args["hyperopt"] == "DefaultHyperopt":
-            raise OperationalException("DefaultHyperopt is not allowed as name.")
-
-        new_path = config['user_data_dir'] / USERPATH_HYPEROPTS / (args["hyperopt"] + ".py")
-
-        if new_path.exists():
-            raise OperationalException(f"`{new_path}` already exists. "
-                                       "Please choose another Strategy Name.")
-        deploy_new_hyperopt(args['hyperopt'], new_path, args['template'])
-    else:
-        raise OperationalException("`new-hyperopt` requires --hyperopt to be set.")
-
-
 def start_download_data(args: Dict[str, Any]) -> None:
     """
     Download data (former download_backtest_data.py script)
@@ -227,126 +94,6 @@ def start_download_data(args: Dict[str, Any]) -> None:
                         f"on exchange {exchange.name}.")
 
 
-def start_list_strategies(args: Dict[str, Any]) -> None:
-    """
-    Print Strategies available in a directory
-    """
-    config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
-
-    directory = Path(config.get('strategy_path', config['user_data_dir'] / USERPATH_STRATEGY))
-    strategies = StrategyResolver.search_all_objects(directory)
-    # Sort alphabetically
-    strategies = sorted(strategies, key=lambda x: x['name'])
-    strats_to_print = [{'name': s['name'], 'location': s['location'].name} for s in strategies]
-
-    if args['print_one_column']:
-        print('\n'.join([s['name'] for s in strategies]))
-    else:
-        print(tabulate(strats_to_print, headers='keys', tablefmt='pipe'))
-
-
-def start_list_timeframes(args: Dict[str, Any]) -> None:
-    """
-    Print ticker intervals (timeframes) available on Exchange
-    """
-    config = setup_utils_configuration(args, RunMode.UTIL_EXCHANGE)
-    # Do not use ticker_interval set in the config
-    config['ticker_interval'] = None
-
-    # Init exchange
-    exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config, validate=False)
-
-    if args['print_one_column']:
-        print('\n'.join(exchange.timeframes))
-    else:
-        print(f"Timeframes available for the exchange `{exchange.name}`: "
-              f"{', '.join(exchange.timeframes)}")
-
-
-def start_list_markets(args: Dict[str, Any], pairs_only: bool = False) -> None:
-    """
-    Print pairs/markets on the exchange
-    :param args: Cli args from Arguments()
-    :param pairs_only: if True print only pairs, otherwise print all instruments (markets)
-    :return: None
-    """
-    config = setup_utils_configuration(args, RunMode.UTIL_EXCHANGE)
-
-    # Init exchange
-    exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config, validate=False)
-
-    # By default only active pairs/markets are to be shown
-    active_only = not args.get('list_pairs_all', False)
-
-    base_currencies = args.get('base_currencies', [])
-    quote_currencies = args.get('quote_currencies', [])
-
-    try:
-        pairs = exchange.get_markets(base_currencies=base_currencies,
-                                     quote_currencies=quote_currencies,
-                                     pairs_only=pairs_only,
-                                     active_only=active_only)
-        # Sort the pairs/markets by symbol
-        pairs = OrderedDict(sorted(pairs.items()))
-    except Exception as e:
-        raise OperationalException(f"Cannot get markets. Reason: {e}") from e
-
-    else:
-        summary_str = ((f"Exchange {exchange.name} has {len(pairs)} ") +
-                       ("active " if active_only else "") +
-                       (plural(len(pairs), "pair" if pairs_only else "market")) +
-                       (f" with {', '.join(base_currencies)} as base "
-                        f"{plural(len(base_currencies), 'currency', 'currencies')}"
-                        if base_currencies else "") +
-                       (" and" if base_currencies and quote_currencies else "") +
-                       (f" with {', '.join(quote_currencies)} as quote "
-                        f"{plural(len(quote_currencies), 'currency', 'currencies')}"
-                        if quote_currencies else ""))
-
-        headers = ["Id", "Symbol", "Base", "Quote", "Active",
-                   *(['Is pair'] if not pairs_only else [])]
-
-        tabular_data = []
-        for _, v in pairs.items():
-            tabular_data.append({'Id': v['id'], 'Symbol': v['symbol'],
-                                 'Base': v['base'], 'Quote': v['quote'],
-                                 'Active': market_is_active(v),
-                                 **({'Is pair': symbol_is_pair(v['symbol'])}
-                                    if not pairs_only else {})})
-
-        if (args.get('print_one_column', False) or
-                args.get('list_pairs_print_json', False) or
-                args.get('print_csv', False)):
-            # Print summary string in the log in case of machine-readable
-            # regular formats.
-            logger.info(f"{summary_str}.")
-        else:
-            # Print empty string separating leading logs and output in case of
-            # human-readable formats.
-            print()
-
-        if len(pairs):
-            if args.get('print_list', False):
-                # print data as a list, with human-readable summary
-                print(f"{summary_str}: {', '.join(pairs.keys())}.")
-            elif args.get('print_one_column', False):
-                print('\n'.join(pairs.keys()))
-            elif args.get('list_pairs_print_json', False):
-                print(rapidjson.dumps(list(pairs.keys()), default=str))
-            elif args.get('print_csv', False):
-                writer = csv.DictWriter(sys.stdout, fieldnames=headers)
-                writer.writeheader()
-                writer.writerows(tabular_data)
-            else:
-                # print data as a table, with the human-readable summary
-                print(f"{summary_str}:")
-                print(tabulate(tabular_data, headers='keys', tablefmt='pipe'))
-        elif not (args.get('print_one_column', False) or
-                  args.get('list_pairs_print_json', False) or
-                  args.get('print_csv', False)):
-            print(f"{summary_str}.")
-
-
 def start_test_pairlist(args: Dict[str, Any]) -> None:
     """
     Test Pairlist configuration
@@ -377,106 +124,3 @@ def start_test_pairlist(args: Dict[str, Any]) -> None:
             print(rapidjson.dumps(list(pairlist), default=str))
         else:
             print(pairlist)
-
-
-def start_hyperopt_list(args: Dict[str, Any]) -> None:
-    """
-    List hyperopt epochs previously evaluated
-    """
-    from freqtrade.optimize.hyperopt import Hyperopt
-
-    config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
-
-    only_best = config.get('hyperopt_list_best', False)
-    only_profitable = config.get('hyperopt_list_profitable', False)
-    print_colorized = config.get('print_colorized', False)
-    print_json = config.get('print_json', False)
-    no_details = config.get('hyperopt_list_no_details', False)
-    no_header = False
-
-    trials_file = (config['user_data_dir'] /
-                   'hyperopt_results' / 'hyperopt_results.pickle')
-
-    # Previous evaluations
-    trials = Hyperopt.load_previous_results(trials_file)
-    total_epochs = len(trials)
-
-    trials = _hyperopt_filter_trials(trials, only_best, only_profitable)
-
-    # TODO: fetch the interval for epochs to print from the cli option
-    epoch_start, epoch_stop = 0, None
-
-    if print_colorized:
-        colorama_init(autoreset=True)
-
-    try:
-        # Human-friendly indexes used here (starting from 1)
-        for val in trials[epoch_start:epoch_stop]:
-            Hyperopt.print_results_explanation(val, total_epochs, not only_best, print_colorized)
-
-    except KeyboardInterrupt:
-        print('User interrupted..')
-
-    if trials and not no_details:
-        sorted_trials = sorted(trials, key=itemgetter('loss'))
-        results = sorted_trials[0]
-        Hyperopt.print_epoch_details(results, total_epochs, print_json, no_header)
-
-
-def start_hyperopt_show(args: Dict[str, Any]) -> None:
-    """
-    Show details of a hyperopt epoch previously evaluated
-    """
-    from freqtrade.optimize.hyperopt import Hyperopt
-
-    config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
-
-    only_best = config.get('hyperopt_list_best', False)
-    only_profitable = config.get('hyperopt_list_profitable', False)
-    no_header = config.get('hyperopt_show_no_header', False)
-
-    trials_file = (config['user_data_dir'] /
-                   'hyperopt_results' / 'hyperopt_results.pickle')
-
-    # Previous evaluations
-    trials = Hyperopt.load_previous_results(trials_file)
-    total_epochs = len(trials)
-
-    trials = _hyperopt_filter_trials(trials, only_best, only_profitable)
-    trials_epochs = len(trials)
-
-    n = config.get('hyperopt_show_index', -1)
-    if n > trials_epochs:
-        raise OperationalException(
-                f"The index of the epoch to show should be less than {trials_epochs + 1}.")
-    if n < -trials_epochs:
-        raise OperationalException(
-                f"The index of the epoch to show should be greater than {-trials_epochs - 1}.")
-
-    # Translate epoch index from human-readable format to pythonic
-    if n > 0:
-        n -= 1
-
-    print_json = config.get('print_json', False)
-
-    if trials:
-        val = trials[n]
-        Hyperopt.print_epoch_details(val, total_epochs, print_json, no_header,
-                                     header_str="Epoch details")
-
-
-def _hyperopt_filter_trials(trials: List, only_best: bool, only_profitable: bool) -> List:
-    """
-    Filter our items from the list of hyperopt results
-    """
-    if only_best:
-        trials = [x for x in trials if x['is_best']]
-    if only_profitable:
-        trials = [x for x in trials if x['results_metrics']['profit'] > 0]
-
-    logger.info(f"{len(trials)} " +
-                ("best " if only_best else "") +
-                ("profitable " if only_profitable else "") +
-                "epochs found.")
-
-    return trials

From 7e233041877d7c4976735e10269a2f3421c530f1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 26 Jan 2020 13:09:13 +0100
Subject: [PATCH 0324/1106] Adjust tests to new paths

---
 tests/test_utils.py | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/tests/test_utils.py b/tests/test_utils.py
index 91009ec42..c686d2117 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -451,8 +451,8 @@ def test_create_datadir(caplog, mocker):
     # Added assert here to analyze random test-failures ...
     assert len(caplog.record_tuples) == 0
 
-    cud = mocker.patch("freqtrade.commands.create_userdata_dir", MagicMock())
-    csf = mocker.patch("freqtrade.commands.copy_sample_files", MagicMock())
+    cud = mocker.patch("freqtrade.commands.deploy_commands.create_userdata_dir", MagicMock())
+    csf = mocker.patch("freqtrade.commands.deploy_commands.copy_sample_files", MagicMock())
     args = [
         "create-userdir",
         "--userdir",
@@ -538,7 +538,7 @@ def test_start_new_hyperopt_no_arg(mocker, caplog):
 
 
 def test_download_data_keyboardInterrupt(mocker, caplog, markets):
-    dl_mock = mocker.patch('freqtrade.commands.refresh_backtest_ohlcv_data',
+    dl_mock = mocker.patch('freqtrade.commands.utils.refresh_backtest_ohlcv_data',
                            MagicMock(side_effect=KeyboardInterrupt))
     patch_exchange(mocker)
     mocker.patch(
@@ -556,7 +556,7 @@ def test_download_data_keyboardInterrupt(mocker, caplog, markets):
 
 
 def test_download_data_no_markets(mocker, caplog):
-    dl_mock = mocker.patch('freqtrade.commands.refresh_backtest_ohlcv_data',
+    dl_mock = mocker.patch('freqtrade.commands.utils.refresh_backtest_ohlcv_data',
                            MagicMock(return_value=["ETH/BTC", "XRP/BTC"]))
     patch_exchange(mocker, id='binance')
     mocker.patch(
@@ -574,7 +574,7 @@ def test_download_data_no_markets(mocker, caplog):
 
 
 def test_download_data_no_exchange(mocker, caplog):
-    mocker.patch('freqtrade.commands.refresh_backtest_ohlcv_data',
+    mocker.patch('freqtrade.commands.utils.refresh_backtest_ohlcv_data',
                  MagicMock(return_value=["ETH/BTC", "XRP/BTC"]))
     patch_exchange(mocker)
     mocker.patch(
@@ -594,7 +594,7 @@ def test_download_data_no_pairs(mocker, caplog):
 
     mocker.patch.object(Path, "exists", MagicMock(return_value=False))
 
-    mocker.patch('freqtrade.commands.refresh_backtest_ohlcv_data',
+    mocker.patch('freqtrade.commands.utils.refresh_backtest_ohlcv_data',
                  MagicMock(return_value=["ETH/BTC", "XRP/BTC"]))
     patch_exchange(mocker)
     mocker.patch(
@@ -613,9 +613,9 @@ def test_download_data_no_pairs(mocker, caplog):
 
 
 def test_download_data_trades(mocker, caplog):
-    dl_mock = mocker.patch('freqtrade.commands.refresh_backtest_trades_data',
+    dl_mock = mocker.patch('freqtrade.commands.utils.refresh_backtest_trades_data',
                            MagicMock(return_value=[]))
-    convert_mock = mocker.patch('freqtrade.commands.convert_trades_to_ohlcv',
+    convert_mock = mocker.patch('freqtrade.commands.utils.convert_trades_to_ohlcv',
                                 MagicMock(return_value=[]))
     patch_exchange(mocker)
     mocker.patch(

From 70a0346b0a2b781dda480dc1a00da9215ac80eea Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 26 Jan 2020 13:17:26 +0100
Subject: [PATCH 0325/1106] Move data-stuff to data-commands

---
 freqtrade/commands/__init__.py      | 16 +++----
 freqtrade/commands/data_commands.py | 64 +++++++++++++++++++++++++
 freqtrade/commands/utils.py         | 73 ++---------------------------
 tests/test_utils.py                 | 12 ++---
 4 files changed, 81 insertions(+), 84 deletions(-)
 create mode 100644 freqtrade/commands/data_commands.py

diff --git a/freqtrade/commands/__init__.py b/freqtrade/commands/__init__.py
index 4c57efeae..5fa667ccc 100644
--- a/freqtrade/commands/__init__.py
+++ b/freqtrade/commands/__init__.py
@@ -1,10 +1,10 @@
-from .hyperopt_commands import (start_hyperopt_list, start_hyperopt_show)  # noqa: 401
-
-from .list_commands import (start_list_exchanges,  # noqa: F401
+from freqtrade.commands.data_commands import start_download_data  # noqa: F401
+from freqtrade.commands.deploy_commands import (start_create_userdir,  # noqa: F401
+                              start_new_hyperopt, start_new_strategy)
+from freqtrade.commands.hyperopt_commands import (start_hyperopt_list,  # noqa: F401
+                                start_hyperopt_show)
+from freqtrade.commands.list_commands import (start_list_exchanges,  # noqa: F401
                             start_list_markets, start_list_strategies,
                             start_list_timeframes)
-from .utils import setup_utils_configuration  # noqa: F401
-from .utils import (start_download_data,  # noqa: F401
-                    start_test_pairlist)
-from .deploy_commands import (start_new_hyperopt, start_new_strategy, start_create_userdir)  # noqa: F401
-from .trade_commands import start_trading  # noqa: F401
+from freqtrade.commands.trade_commands import start_trading  # noqa: F401
+from freqtrade.commands.utils import setup_utils_configuration, start_test_pairlist  # noqa: F401
diff --git a/freqtrade/commands/data_commands.py b/freqtrade/commands/data_commands.py
new file mode 100644
index 000000000..b1c847d1d
--- /dev/null
+++ b/freqtrade/commands/data_commands.py
@@ -0,0 +1,64 @@
+import logging
+import sys
+from typing import Any, Dict, List
+
+import arrow
+
+from freqtrade.configuration import TimeRange
+from freqtrade.data.history import (convert_trades_to_ohlcv,
+                                    refresh_backtest_ohlcv_data,
+                                    refresh_backtest_trades_data)
+from freqtrade.exceptions import OperationalException
+from freqtrade.resolvers import ExchangeResolver
+from freqtrade.state import RunMode
+from .utils import setup_utils_configuration
+
+logger = logging.getLogger(__name__)
+
+
+def start_download_data(args: Dict[str, Any]) -> None:
+    """
+    Download data (former download_backtest_data.py script)
+    """
+    config = setup_utils_configuration(args, RunMode.UTIL_EXCHANGE)
+
+    timerange = TimeRange()
+    if 'days' in config:
+        time_since = arrow.utcnow().shift(days=-config['days']).strftime("%Y%m%d")
+        timerange = TimeRange.parse_timerange(f'{time_since}-')
+
+    if 'pairs' not in config:
+        raise OperationalException(
+            "Downloading data requires a list of pairs. "
+            "Please check the documentation on how to configure this.")
+
+    logger.info(f'About to download pairs: {config["pairs"]}, '
+                f'intervals: {config["timeframes"]} to {config["datadir"]}')
+
+    pairs_not_available: List[str] = []
+
+    # Init exchange
+    exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config)
+    try:
+
+        if config.get('download_trades'):
+            pairs_not_available = refresh_backtest_trades_data(
+                exchange, pairs=config["pairs"], datadir=config['datadir'],
+                timerange=timerange, erase=config.get("erase"))
+
+            # Convert downloaded trade data to different timeframes
+            convert_trades_to_ohlcv(
+                pairs=config["pairs"], timeframes=config["timeframes"],
+                datadir=config['datadir'], timerange=timerange, erase=config.get("erase"))
+        else:
+            pairs_not_available = refresh_backtest_ohlcv_data(
+                exchange, pairs=config["pairs"], timeframes=config["timeframes"],
+                datadir=config['datadir'], timerange=timerange, erase=config.get("erase"))
+
+    except KeyboardInterrupt:
+        sys.exit("SIGINT received, aborting ...")
+
+    finally:
+        if pairs_not_available:
+            logger.info(f"Pairs [{','.join(pairs_not_available)}] not available "
+                        f"on exchange {exchange.name}.")
diff --git a/freqtrade/commands/utils.py b/freqtrade/commands/utils.py
index ba9173cf2..a597d5335 100644
--- a/freqtrade/commands/utils.py
+++ b/freqtrade/commands/utils.py
@@ -1,30 +1,11 @@
-import csv
 import logging
-import sys
-from collections import OrderedDict
-from operator import itemgetter
-from pathlib import Path
-from typing import Any, Dict, List
+from typing import Any, Dict
 
-import arrow
 import rapidjson
-from colorama import init as colorama_init
-from tabulate import tabulate
 
-from freqtrade.configuration import (Configuration, TimeRange,
-                                     remove_credentials,
+from freqtrade.configuration import (Configuration, remove_credentials,
                                      validate_config_consistency)
-from freqtrade.configuration.directory_operations import (copy_sample_files,
-                                                          create_userdata_dir)
-from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGY
-from freqtrade.data.history import (convert_trades_to_ohlcv,
-                                    refresh_backtest_ohlcv_data,
-                                    refresh_backtest_trades_data)
-from freqtrade.exceptions import OperationalException
-from freqtrade.exchange import (available_exchanges, ccxt_exchanges,
-                                market_is_active, symbol_is_pair)
-from freqtrade.misc import plural, render_template
-from freqtrade.resolvers import ExchangeResolver, StrategyResolver
+from freqtrade.resolvers import ExchangeResolver
 from freqtrade.state import RunMode
 
 logger = logging.getLogger(__name__)
@@ -46,54 +27,6 @@ def setup_utils_configuration(args: Dict[str, Any], method: RunMode) -> Dict[str
     return config
 
 
-def start_download_data(args: Dict[str, Any]) -> None:
-    """
-    Download data (former download_backtest_data.py script)
-    """
-    config = setup_utils_configuration(args, RunMode.UTIL_EXCHANGE)
-
-    timerange = TimeRange()
-    if 'days' in config:
-        time_since = arrow.utcnow().shift(days=-config['days']).strftime("%Y%m%d")
-        timerange = TimeRange.parse_timerange(f'{time_since}-')
-
-    if 'pairs' not in config:
-        raise OperationalException(
-            "Downloading data requires a list of pairs. "
-            "Please check the documentation on how to configure this.")
-
-    logger.info(f'About to download pairs: {config["pairs"]}, '
-                f'intervals: {config["timeframes"]} to {config["datadir"]}')
-
-    pairs_not_available: List[str] = []
-
-    # Init exchange
-    exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config)
-    try:
-
-        if config.get('download_trades'):
-            pairs_not_available = refresh_backtest_trades_data(
-                exchange, pairs=config["pairs"], datadir=config['datadir'],
-                timerange=timerange, erase=config.get("erase"))
-
-            # Convert downloaded trade data to different timeframes
-            convert_trades_to_ohlcv(
-                pairs=config["pairs"], timeframes=config["timeframes"],
-                datadir=config['datadir'], timerange=timerange, erase=config.get("erase"))
-        else:
-            pairs_not_available = refresh_backtest_ohlcv_data(
-                exchange, pairs=config["pairs"], timeframes=config["timeframes"],
-                datadir=config['datadir'], timerange=timerange, erase=config.get("erase"))
-
-    except KeyboardInterrupt:
-        sys.exit("SIGINT received, aborting ...")
-
-    finally:
-        if pairs_not_available:
-            logger.info(f"Pairs [{','.join(pairs_not_available)}] not available "
-                        f"on exchange {exchange.name}.")
-
-
 def start_test_pairlist(args: Dict[str, Any]) -> None:
     """
     Test Pairlist configuration
diff --git a/tests/test_utils.py b/tests/test_utils.py
index c686d2117..1328e3981 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -538,7 +538,7 @@ def test_start_new_hyperopt_no_arg(mocker, caplog):
 
 
 def test_download_data_keyboardInterrupt(mocker, caplog, markets):
-    dl_mock = mocker.patch('freqtrade.commands.utils.refresh_backtest_ohlcv_data',
+    dl_mock = mocker.patch('freqtrade.commands.data_commands.refresh_backtest_ohlcv_data',
                            MagicMock(side_effect=KeyboardInterrupt))
     patch_exchange(mocker)
     mocker.patch(
@@ -556,7 +556,7 @@ def test_download_data_keyboardInterrupt(mocker, caplog, markets):
 
 
 def test_download_data_no_markets(mocker, caplog):
-    dl_mock = mocker.patch('freqtrade.commands.utils.refresh_backtest_ohlcv_data',
+    dl_mock = mocker.patch('freqtrade.commands.data_commands.refresh_backtest_ohlcv_data',
                            MagicMock(return_value=["ETH/BTC", "XRP/BTC"]))
     patch_exchange(mocker, id='binance')
     mocker.patch(
@@ -574,7 +574,7 @@ def test_download_data_no_markets(mocker, caplog):
 
 
 def test_download_data_no_exchange(mocker, caplog):
-    mocker.patch('freqtrade.commands.utils.refresh_backtest_ohlcv_data',
+    mocker.patch('freqtrade.commands.data_commands.refresh_backtest_ohlcv_data',
                  MagicMock(return_value=["ETH/BTC", "XRP/BTC"]))
     patch_exchange(mocker)
     mocker.patch(
@@ -594,7 +594,7 @@ def test_download_data_no_pairs(mocker, caplog):
 
     mocker.patch.object(Path, "exists", MagicMock(return_value=False))
 
-    mocker.patch('freqtrade.commands.utils.refresh_backtest_ohlcv_data',
+    mocker.patch('freqtrade.commands.data_commands.refresh_backtest_ohlcv_data',
                  MagicMock(return_value=["ETH/BTC", "XRP/BTC"]))
     patch_exchange(mocker)
     mocker.patch(
@@ -613,9 +613,9 @@ def test_download_data_no_pairs(mocker, caplog):
 
 
 def test_download_data_trades(mocker, caplog):
-    dl_mock = mocker.patch('freqtrade.commands.utils.refresh_backtest_trades_data',
+    dl_mock = mocker.patch('freqtrade.commands.data_commands.refresh_backtest_trades_data',
                            MagicMock(return_value=[]))
-    convert_mock = mocker.patch('freqtrade.commands.utils.convert_trades_to_ohlcv',
+    convert_mock = mocker.patch('freqtrade.commands.data_commands.convert_trades_to_ohlcv',
                                 MagicMock(return_value=[]))
     patch_exchange(mocker)
     mocker.patch(

From b254bdfea31c95b237b2642c6b55050d1e727b45 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 26 Jan 2020 13:20:34 +0100
Subject: [PATCH 0326/1106] Move plot_utils to plot_commands

---
 freqtrade/commands/__init__.py                              | 1 +
 freqtrade/{plot/plot_utils.py => commands/plot_commands.py} | 2 +-
 freqtrade/configuration/arguments.py                        | 2 +-
 tests/test_plotting.py                                      | 2 +-
 4 files changed, 4 insertions(+), 3 deletions(-)
 rename freqtrade/{plot/plot_utils.py => commands/plot_commands.py} (94%)

diff --git a/freqtrade/commands/__init__.py b/freqtrade/commands/__init__.py
index 5fa667ccc..45088e8a3 100644
--- a/freqtrade/commands/__init__.py
+++ b/freqtrade/commands/__init__.py
@@ -6,5 +6,6 @@ from freqtrade.commands.hyperopt_commands import (start_hyperopt_list,  # noqa:
 from freqtrade.commands.list_commands import (start_list_exchanges,  # noqa: F401
                             start_list_markets, start_list_strategies,
                             start_list_timeframes)
+from freqtrade.commands.plot_commands import start_plot_dataframe, start_plot_profit  # noqa: F401
 from freqtrade.commands.trade_commands import start_trading  # noqa: F401
 from freqtrade.commands.utils import setup_utils_configuration, start_test_pairlist  # noqa: F401
diff --git a/freqtrade/plot/plot_utils.py b/freqtrade/commands/plot_commands.py
similarity index 94%
rename from freqtrade/plot/plot_utils.py
rename to freqtrade/commands/plot_commands.py
index b2f16dff0..4c68cc3c5 100644
--- a/freqtrade/plot/plot_utils.py
+++ b/freqtrade/commands/plot_commands.py
@@ -2,7 +2,7 @@ from typing import Any, Dict
 
 from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
-from freqtrade.commands import setup_utils_configuration
+from freqtrade.commands.utils import setup_utils_configuration
 
 
 def validate_plot_args(args: Dict[str, Any]):
diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py
index 3c71fa548..c61e4ec13 100644
--- a/freqtrade/configuration/arguments.py
+++ b/freqtrade/configuration/arguments.py
@@ -136,8 +136,8 @@ class Arguments:
                                         start_list_exchanges, start_list_markets,
                                         start_list_strategies, start_new_hyperopt,
                                         start_new_strategy, start_list_timeframes,
+                                        start_plot_dataframe, start_plot_profit,
                                         start_test_pairlist, start_trading)
-        from freqtrade.plot.plot_utils import start_plot_dataframe, start_plot_profit
 
         subparsers = self.parser.add_subparsers(dest='command',
                                                 # Use custom message when no subhandler is added
diff --git a/tests/test_plotting.py b/tests/test_plotting.py
index 78c01eb97..e7ec4ce46 100644
--- a/tests/test_plotting.py
+++ b/tests/test_plotting.py
@@ -11,7 +11,7 @@ from freqtrade.configuration import TimeRange
 from freqtrade.data import history
 from freqtrade.data.btanalysis import create_cum_profit, load_backtest_data
 from freqtrade.exceptions import OperationalException
-from freqtrade.plot.plot_utils import start_plot_dataframe, start_plot_profit
+from freqtrade.commands import start_plot_dataframe, start_plot_profit
 from freqtrade.plot.plotting import (add_indicators, add_profit,
                                      create_plotconfig,
                                      generate_candlestick_graph,

From e033df6a2fce1d50333e70e599cd7dfde187b162 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 26 Jan 2020 13:32:52 +0100
Subject: [PATCH 0327/1106] Move optimize_commands to commands module

---
 .../__init__.py => commands/optimize_commands.py}      | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)
 rename freqtrade/{optimize/__init__.py => commands/optimize_commands.py} (89%)

diff --git a/freqtrade/optimize/__init__.py b/freqtrade/commands/optimize_commands.py
similarity index 89%
rename from freqtrade/optimize/__init__.py
rename to freqtrade/commands/optimize_commands.py
index 98b521d4e..e635e61fd 100644
--- a/freqtrade/optimize/__init__.py
+++ b/freqtrade/commands/optimize_commands.py
@@ -2,14 +2,14 @@ import logging
 from typing import Any, Dict
 
 from freqtrade import constants
+from freqtrade.commands.utils import setup_utils_configuration
 from freqtrade.exceptions import DependencyException, OperationalException
 from freqtrade.state import RunMode
-from freqtrade.commands import setup_utils_configuration
 
 logger = logging.getLogger(__name__)
 
 
-def setup_configuration(args: Dict[str, Any], method: RunMode) -> Dict[str, Any]:
+def setup_optimize_configuration(args: Dict[str, Any], method: RunMode) -> Dict[str, Any]:
     """
     Prepare the configuration for the Hyperopt module
     :param args: Cli args from Arguments()
@@ -35,7 +35,7 @@ def start_backtesting(args: Dict[str, Any]) -> None:
     from freqtrade.optimize.backtesting import Backtesting
 
     # Initialize configuration
-    config = setup_configuration(args, RunMode.BACKTEST)
+    config = setup_optimize_configuration(args, RunMode.BACKTEST)
 
     logger.info('Starting freqtrade in Backtesting mode')
 
@@ -58,7 +58,7 @@ def start_hyperopt(args: Dict[str, Any]) -> None:
         raise OperationalException(
             f"{e}. Please ensure that the hyperopt dependencies are installed.") from e
     # Initialize configuration
-    config = setup_configuration(args, RunMode.HYPEROPT)
+    config = setup_optimize_configuration(args, RunMode.HYPEROPT)
 
     logger.info('Starting freqtrade in Hyperopt mode')
 
@@ -94,7 +94,7 @@ def start_edge(args: Dict[str, Any]) -> None:
     """
     from freqtrade.optimize.edge_cli import EdgeCli
     # Initialize configuration
-    config = setup_configuration(args, RunMode.EDGE)
+    config = setup_optimize_configuration(args, RunMode.EDGE)
     logger.info('Starting freqtrade in Edge mode')
 
     # Initialize Edge object

From f347e5934a6be5d515c983daac4755ee3a8ec9ca Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 26 Jan 2020 13:33:13 +0100
Subject: [PATCH 0328/1106] Small adjustments for moved commands

---
 freqtrade/commands/__init__.py       | 30 ++++++++++++++++++----------
 freqtrade/configuration/arguments.py |  2 +-
 freqtrade/optimize/__init__.py       |  0
 tests/optimize/test_backtesting.py   | 12 +++++------
 tests/optimize/test_edge_cli.py      |  8 ++++----
 tests/optimize/test_hyperopt.py      |  8 ++++----
 tests/test_main.py                   |  4 ++--
 7 files changed, 36 insertions(+), 28 deletions(-)
 create mode 100644 freqtrade/optimize/__init__.py

diff --git a/freqtrade/commands/__init__.py b/freqtrade/commands/__init__.py
index 45088e8a3..8339486fb 100644
--- a/freqtrade/commands/__init__.py
+++ b/freqtrade/commands/__init__.py
@@ -1,11 +1,19 @@
-from freqtrade.commands.data_commands import start_download_data  # noqa: F401
-from freqtrade.commands.deploy_commands import (start_create_userdir,  # noqa: F401
-                              start_new_hyperopt, start_new_strategy)
-from freqtrade.commands.hyperopt_commands import (start_hyperopt_list,  # noqa: F401
-                                start_hyperopt_show)
-from freqtrade.commands.list_commands import (start_list_exchanges,  # noqa: F401
-                            start_list_markets, start_list_strategies,
-                            start_list_timeframes)
-from freqtrade.commands.plot_commands import start_plot_dataframe, start_plot_profit  # noqa: F401
-from freqtrade.commands.trade_commands import start_trading  # noqa: F401
-from freqtrade.commands.utils import setup_utils_configuration, start_test_pairlist  # noqa: F401
+# flake8: noqa: F401
+
+from freqtrade.commands.data_commands import start_download_data
+from freqtrade.commands.deploy_commands import (start_create_userdir,
+                                                start_new_hyperopt,
+                                                start_new_strategy)
+from freqtrade.commands.hyperopt_commands import (start_hyperopt_list,
+                                                  start_hyperopt_show)
+from freqtrade.commands.list_commands import (start_list_exchanges,
+                                              start_list_markets,
+                                              start_list_strategies,
+                                              start_list_timeframes)
+from freqtrade.commands.optimize_commands import (start_backtesting,
+                                                  start_edge, start_hyperopt)
+from freqtrade.commands.plot_commands import (start_plot_dataframe,
+                                              start_plot_profit)
+from freqtrade.commands.trade_commands import start_trading
+from freqtrade.commands.utils import (setup_utils_configuration,
+                                      start_test_pairlist)
diff --git a/freqtrade/configuration/arguments.py b/freqtrade/configuration/arguments.py
index c61e4ec13..21800e821 100644
--- a/freqtrade/configuration/arguments.py
+++ b/freqtrade/configuration/arguments.py
@@ -130,13 +130,13 @@ class Arguments:
         self.parser = argparse.ArgumentParser(description='Free, open source crypto trading bot')
         self._build_args(optionlist=['version'], parser=self.parser)
 
-        from freqtrade.optimize import start_backtesting, start_hyperopt, start_edge
         from freqtrade.commands import (start_create_userdir, start_download_data,
                                         start_hyperopt_list, start_hyperopt_show,
                                         start_list_exchanges, start_list_markets,
                                         start_list_strategies, start_new_hyperopt,
                                         start_new_strategy, start_list_timeframes,
                                         start_plot_dataframe, start_plot_profit,
+                                        start_backtesting, start_hyperopt, start_edge,
                                         start_test_pairlist, start_trading)
 
         subparsers = self.parser.add_subparsers(dest='command',
diff --git a/freqtrade/optimize/__init__.py b/freqtrade/optimize/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index acbc44e21..07872da57 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -12,13 +12,13 @@ from arrow import Arrow
 
 from freqtrade import constants
 from freqtrade.configuration import TimeRange
+from freqtrade.commands.optimize_commands import setup_optimize_configuration, start_backtesting
 from freqtrade.data import history
 from freqtrade.data.btanalysis import evaluate_result_multi
 from freqtrade.data.converter import parse_ticker_dataframe
 from freqtrade.data.dataprovider import DataProvider
 from freqtrade.data.history import get_timerange
 from freqtrade.exceptions import DependencyException, OperationalException
-from freqtrade.optimize import setup_configuration, start_backtesting
 from freqtrade.optimize.backtesting import Backtesting
 from freqtrade.state import RunMode
 from freqtrade.strategy.default_strategy import DefaultStrategy
@@ -177,7 +177,7 @@ def _trend_alternate(dataframe=None, metadata=None):
 
 
 # Unit tests
-def test_setup_configuration_without_arguments(mocker, default_conf, caplog) -> None:
+def test_setup_optimize_configuration_without_arguments(mocker, default_conf, caplog) -> None:
     patched_configuration_load_config_file(mocker, default_conf)
 
     args = [
@@ -186,7 +186,7 @@ def test_setup_configuration_without_arguments(mocker, default_conf, caplog) ->
         '--strategy', 'DefaultStrategy',
     ]
 
-    config = setup_configuration(get_args(args), RunMode.BACKTEST)
+    config = setup_optimize_configuration(get_args(args), RunMode.BACKTEST)
     assert 'max_open_trades' in config
     assert 'stake_currency' in config
     assert 'stake_amount' in config
@@ -227,7 +227,7 @@ def test_setup_bt_configuration_with_arguments(mocker, default_conf, caplog) ->
         '--fee', '0',
     ]
 
-    config = setup_configuration(get_args(args), RunMode.BACKTEST)
+    config = setup_optimize_configuration(get_args(args), RunMode.BACKTEST)
     assert 'max_open_trades' in config
     assert 'stake_currency' in config
     assert 'stake_amount' in config
@@ -260,7 +260,7 @@ def test_setup_bt_configuration_with_arguments(mocker, default_conf, caplog) ->
     assert log_has('Parameter --fee detected, setting fee to: {} ...'.format(config['fee']), caplog)
 
 
-def test_setup_configuration_unlimited_stake_amount(mocker, default_conf, caplog) -> None:
+def test_setup_optimize_configuration_unlimited_stake_amount(mocker, default_conf, caplog) -> None:
     default_conf['stake_amount'] = constants.UNLIMITED_STAKE_AMOUNT
 
     patched_configuration_load_config_file(mocker, default_conf)
@@ -272,7 +272,7 @@ def test_setup_configuration_unlimited_stake_amount(mocker, default_conf, caplog
     ]
 
     with pytest.raises(DependencyException, match=r'.*stake amount.*'):
-        setup_configuration(get_args(args), RunMode.BACKTEST)
+        setup_optimize_configuration(get_args(args), RunMode.BACKTEST)
 
 
 def test_start(mocker, fee, default_conf, caplog) -> None:
diff --git a/tests/optimize/test_edge_cli.py b/tests/optimize/test_edge_cli.py
index acc0d2d16..96dd0899d 100644
--- a/tests/optimize/test_edge_cli.py
+++ b/tests/optimize/test_edge_cli.py
@@ -3,14 +3,14 @@
 
 from unittest.mock import MagicMock
 
-from freqtrade.optimize import setup_configuration, start_edge
+from freqtrade.commands.optimize_commands import setup_optimize_configuration, start_edge
 from freqtrade.optimize.edge_cli import EdgeCli
 from freqtrade.state import RunMode
 from tests.conftest import (get_args, log_has, log_has_re, patch_exchange,
                             patched_configuration_load_config_file)
 
 
-def test_setup_configuration_without_arguments(mocker, default_conf, caplog) -> None:
+def test_setup_optimize_configuration_without_arguments(mocker, default_conf, caplog) -> None:
     patched_configuration_load_config_file(mocker, default_conf)
 
     args = [
@@ -19,7 +19,7 @@ def test_setup_configuration_without_arguments(mocker, default_conf, caplog) ->
         '--strategy', 'DefaultStrategy',
     ]
 
-    config = setup_configuration(get_args(args), RunMode.EDGE)
+    config = setup_optimize_configuration(get_args(args), RunMode.EDGE)
     assert config['runmode'] == RunMode.EDGE
 
     assert 'max_open_trades' in config
@@ -53,7 +53,7 @@ def test_setup_edge_configuration_with_arguments(mocker, edge_conf, caplog) -> N
         '--stoplosses=-0.01,-0.10,-0.001'
     ]
 
-    config = setup_configuration(get_args(args), RunMode.EDGE)
+    config = setup_optimize_configuration(get_args(args), RunMode.EDGE)
     assert 'max_open_trades' in config
     assert 'stake_currency' in config
     assert 'stake_amount' in config
diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index 473d760ac..69d110649 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -9,10 +9,10 @@ import pytest
 from arrow import Arrow
 from filelock import Timeout
 
-from freqtrade.exceptions import OperationalException
+from freqtrade.commands.optimize_commands import setup_optimize_configuration, start_hyperopt
 from freqtrade.data.converter import parse_ticker_dataframe
 from freqtrade.data.history import load_tickerdata_file
-from freqtrade.optimize import setup_configuration, start_hyperopt
+from freqtrade.exceptions import OperationalException
 from freqtrade.optimize.default_hyperopt import DefaultHyperOpt
 from freqtrade.optimize.default_hyperopt_loss import DefaultHyperOptLoss
 from freqtrade.optimize.hyperopt import Hyperopt
@@ -77,7 +77,7 @@ def test_setup_hyperopt_configuration_without_arguments(mocker, default_conf, ca
         '--hyperopt', 'DefaultHyperOpt',
     ]
 
-    config = setup_configuration(get_args(args), RunMode.HYPEROPT)
+    config = setup_optimize_configuration(get_args(args), RunMode.HYPEROPT)
     assert 'max_open_trades' in config
     assert 'stake_currency' in config
     assert 'stake_amount' in config
@@ -117,7 +117,7 @@ def test_setup_hyperopt_configuration_with_arguments(mocker, default_conf, caplo
         '--print-all'
     ]
 
-    config = setup_configuration(get_args(args), RunMode.HYPEROPT)
+    config = setup_optimize_configuration(get_args(args), RunMode.HYPEROPT)
     assert 'max_open_trades' in config
     assert 'stake_currency' in config
     assert 'stake_amount' in config
diff --git a/tests/test_main.py b/tests/test_main.py
index 76b1bf658..462ac6427 100644
--- a/tests/test_main.py
+++ b/tests/test_main.py
@@ -26,7 +26,7 @@ def test_parse_args_backtesting(mocker) -> None:
     Test that main() can start backtesting and also ensure we can pass some specific arguments
     further argument parsing is done in test_arguments.py
     """
-    backtesting_mock = mocker.patch('freqtrade.optimize.start_backtesting', MagicMock())
+    backtesting_mock = mocker.patch('freqtrade.commands.start_backtesting')
     backtesting_mock.__name__ = PropertyMock("start_backtesting")
     # it's sys.exit(0) at the end of backtesting
     with pytest.raises(SystemExit):
@@ -42,7 +42,7 @@ def test_parse_args_backtesting(mocker) -> None:
 
 
 def test_main_start_hyperopt(mocker) -> None:
-    hyperopt_mock = mocker.patch('freqtrade.optimize.start_hyperopt', MagicMock())
+    hyperopt_mock = mocker.patch('freqtrade.commands.start_hyperopt', MagicMock())
     hyperopt_mock.__name__ = PropertyMock("start_hyperopt")
     # it's sys.exit(0) at the end of hyperopt
     with pytest.raises(SystemExit):

From a1c684f67ca3dcf0c6293d71511c72a0dcbd2cb3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 26 Jan 2020 13:36:33 +0100
Subject: [PATCH 0329/1106] Simplify noqa setup for module imports

---
 freqtrade/configuration/__init__.py | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/freqtrade/configuration/__init__.py b/freqtrade/configuration/__init__.py
index 63c38d8c5..a631609d7 100644
--- a/freqtrade/configuration/__init__.py
+++ b/freqtrade/configuration/__init__.py
@@ -1,5 +1,7 @@
-from freqtrade.configuration.arguments import Arguments  # noqa: F401
-from freqtrade.configuration.check_exchange import check_exchange, remove_credentials  # noqa: F401
-from freqtrade.configuration.timerange import TimeRange  # noqa: F401
-from freqtrade.configuration.configuration import Configuration  # noqa: F401
-from freqtrade.configuration.config_validation import validate_config_consistency  # noqa: F401
+# flake8: noqa: F401
+
+from freqtrade.configuration.arguments import Arguments
+from freqtrade.configuration.check_exchange import check_exchange, remove_credentials
+from freqtrade.configuration.timerange import TimeRange
+from freqtrade.configuration.configuration import Configuration
+from freqtrade.configuration.config_validation import validate_config_consistency

From 7f851ad8d950d5c26da08f76ad239610136af51c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 26 Jan 2020 13:38:56 +0100
Subject: [PATCH 0330/1106] Move arguments and cli_options to commands module

---
 freqtrade/{configuration => commands}/arguments.py   | 0
 freqtrade/{configuration => commands}/cli_options.py | 0
 2 files changed, 0 insertions(+), 0 deletions(-)
 rename freqtrade/{configuration => commands}/arguments.py (100%)
 rename freqtrade/{configuration => commands}/cli_options.py (100%)

diff --git a/freqtrade/configuration/arguments.py b/freqtrade/commands/arguments.py
similarity index 100%
rename from freqtrade/configuration/arguments.py
rename to freqtrade/commands/arguments.py
diff --git a/freqtrade/configuration/cli_options.py b/freqtrade/commands/cli_options.py
similarity index 100%
rename from freqtrade/configuration/cli_options.py
rename to freqtrade/commands/cli_options.py

From a3e9d04383bdc37aea465561306334042adc801a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 26 Jan 2020 13:41:04 +0100
Subject: [PATCH 0331/1106] Adjust imports to new place for arguments

---
 freqtrade/commands/__init__.py      | 1 +
 freqtrade/commands/arguments.py     | 2 +-
 freqtrade/commands/cli_options.py   | 6 +++---
 freqtrade/configuration/__init__.py | 1 -
 freqtrade/main.py                   | 2 +-
 tests/conftest.py                   | 2 +-
 tests/test_arguments.py             | 4 ++--
 tests/test_configuration.py         | 3 ++-
 tests/test_main.py                  | 2 +-
 9 files changed, 12 insertions(+), 11 deletions(-)

diff --git a/freqtrade/commands/__init__.py b/freqtrade/commands/__init__.py
index 8339486fb..dcb814c50 100644
--- a/freqtrade/commands/__init__.py
+++ b/freqtrade/commands/__init__.py
@@ -1,5 +1,6 @@
 # flake8: noqa: F401
 
+from freqtrade.commands.arguments import Arguments
 from freqtrade.commands.data_commands import start_download_data
 from freqtrade.commands.deploy_commands import (start_create_userdir,
                                                 start_new_hyperopt,
diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 21800e821..724814554 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -7,7 +7,7 @@ from pathlib import Path
 from typing import Any, Dict, List, Optional
 
 from freqtrade import constants
-from freqtrade.configuration.cli_options import AVAILABLE_CLI_OPTIONS
+from freqtrade.commands.cli_options import AVAILABLE_CLI_OPTIONS
 
 ARGS_COMMON = ["verbosity", "logfile", "version", "config", "datadir", "user_data_dir"]
 
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 1807cd591..490f26cfa 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -1,7 +1,7 @@
 """
 Definition of cli arguments used in arguments.py
 """
-import argparse
+from argparse import ArgumentTypeError
 
 from freqtrade import __version__, constants
 
@@ -12,7 +12,7 @@ def check_int_positive(value: str) -> int:
         if uint <= 0:
             raise ValueError
     except ValueError:
-        raise argparse.ArgumentTypeError(
+        raise ArgumentTypeError(
             f"{value} is invalid for this parameter, should be a positive integer value"
         )
     return uint
@@ -24,7 +24,7 @@ def check_int_nonzero(value: str) -> int:
         if uint == 0:
             raise ValueError
     except ValueError:
-        raise argparse.ArgumentTypeError(
+        raise ArgumentTypeError(
             f"{value} is invalid for this parameter, should be a non-zero integer value"
         )
     return uint
diff --git a/freqtrade/configuration/__init__.py b/freqtrade/configuration/__init__.py
index a631609d7..54fc4e427 100644
--- a/freqtrade/configuration/__init__.py
+++ b/freqtrade/configuration/__init__.py
@@ -1,6 +1,5 @@
 # flake8: noqa: F401
 
-from freqtrade.configuration.arguments import Arguments
 from freqtrade.configuration.check_exchange import check_exchange, remove_credentials
 from freqtrade.configuration.timerange import TimeRange
 from freqtrade.configuration.configuration import Configuration
diff --git a/freqtrade/main.py b/freqtrade/main.py
index 811e29864..a75eeebed 100755
--- a/freqtrade/main.py
+++ b/freqtrade/main.py
@@ -14,7 +14,7 @@ if sys.version_info < (3, 6):
 import logging
 from typing import Any, List
 
-from freqtrade.configuration import Arguments
+from freqtrade.commands import Arguments
 
 
 logger = logging.getLogger('freqtrade')
diff --git a/tests/conftest.py b/tests/conftest.py
index 295c91f56..395388f73 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -14,7 +14,7 @@ import pytest
 from telegram import Chat, Message, Update
 
 from freqtrade import constants, persistence
-from freqtrade.configuration import Arguments
+from freqtrade.commands import Arguments
 from freqtrade.data.converter import parse_ticker_dataframe
 from freqtrade.edge import Edge, PairInfo
 from freqtrade.exchange import Exchange
diff --git a/tests/test_arguments.py b/tests/test_arguments.py
index d8fbace0f..60da0082a 100644
--- a/tests/test_arguments.py
+++ b/tests/test_arguments.py
@@ -5,8 +5,8 @@ from unittest.mock import MagicMock
 
 import pytest
 
-from freqtrade.configuration import Arguments
-from freqtrade.configuration.cli_options import check_int_positive
+from freqtrade.commands import Arguments
+from freqtrade.commands.cli_options import check_int_positive
 
 
 # Parse common command-line-arguments. Used for all tools
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index cbcd6416a..74de166c1 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -10,7 +10,8 @@ from unittest.mock import MagicMock
 import pytest
 from jsonschema import ValidationError
 
-from freqtrade.configuration import (Arguments, Configuration, check_exchange,
+from freqtrade.commands import Arguments
+from freqtrade.configuration import (Configuration, check_exchange,
                                      remove_credentials,
                                      validate_config_consistency)
 from freqtrade.configuration.config_validation import validate_config_schema
diff --git a/tests/test_main.py b/tests/test_main.py
index 462ac6427..1229f748a 100644
--- a/tests/test_main.py
+++ b/tests/test_main.py
@@ -5,7 +5,7 @@ from unittest.mock import MagicMock, PropertyMock
 
 import pytest
 
-from freqtrade.configuration import Arguments
+from freqtrade.commands import Arguments
 from freqtrade.exceptions import OperationalException, FreqtradeException
 from freqtrade.freqtradebot import FreqtradeBot
 from freqtrade.main import main

From 2d02c3f2a4097aa56182ff9d56bf4f631ac06696 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 26 Jan 2020 13:43:30 +0100
Subject: [PATCH 0332/1106] Split out pairlist_commands

---
 freqtrade/commands/__init__.py          |  4 +--
 freqtrade/commands/pairlist_commands.py | 43 +++++++++++++++++++++++++
 freqtrade/commands/utils.py             | 35 --------------------
 3 files changed, 45 insertions(+), 37 deletions(-)
 create mode 100644 freqtrade/commands/pairlist_commands.py

diff --git a/freqtrade/commands/__init__.py b/freqtrade/commands/__init__.py
index dcb814c50..e16a6f203 100644
--- a/freqtrade/commands/__init__.py
+++ b/freqtrade/commands/__init__.py
@@ -13,8 +13,8 @@ from freqtrade.commands.list_commands import (start_list_exchanges,
                                               start_list_timeframes)
 from freqtrade.commands.optimize_commands import (start_backtesting,
                                                   start_edge, start_hyperopt)
+from freqtrade.commands.pairlist_commands import start_test_pairlist
 from freqtrade.commands.plot_commands import (start_plot_dataframe,
                                               start_plot_profit)
 from freqtrade.commands.trade_commands import start_trading
-from freqtrade.commands.utils import (setup_utils_configuration,
-                                      start_test_pairlist)
+from freqtrade.commands.utils import setup_utils_configuration
diff --git a/freqtrade/commands/pairlist_commands.py b/freqtrade/commands/pairlist_commands.py
new file mode 100644
index 000000000..06ba2e680
--- /dev/null
+++ b/freqtrade/commands/pairlist_commands.py
@@ -0,0 +1,43 @@
+import logging
+from typing import Any, Dict
+
+import rapidjson
+
+from freqtrade.resolvers import ExchangeResolver
+from freqtrade.state import RunMode
+
+from .utils import setup_utils_configuration
+
+logger = logging.getLogger(__name__)
+
+
+def start_test_pairlist(args: Dict[str, Any]) -> None:
+    """
+    Test Pairlist configuration
+    """
+    from freqtrade.pairlist.pairlistmanager import PairListManager
+    config = setup_utils_configuration(args, RunMode.UTIL_EXCHANGE)
+
+    exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config, validate=False)
+
+    quote_currencies = args.get('quote_currencies')
+    if not quote_currencies:
+        quote_currencies = [config.get('stake_currency')]
+    results = {}
+    for curr in quote_currencies:
+        config['stake_currency'] = curr
+        # Do not use ticker_interval set in the config
+        pairlists = PairListManager(exchange, config)
+        pairlists.refresh_pairlist()
+        results[curr] = pairlists.whitelist
+
+    for curr, pairlist in results.items():
+        if not args.get('print_one_column', False):
+            print(f"Pairs for {curr}: ")
+
+        if args.get('print_one_column', False):
+            print('\n'.join(pairlist))
+        elif args.get('list_pairs_print_json', False):
+            print(rapidjson.dumps(list(pairlist), default=str))
+        else:
+            print(pairlist)
diff --git a/freqtrade/commands/utils.py b/freqtrade/commands/utils.py
index a597d5335..f77a35383 100644
--- a/freqtrade/commands/utils.py
+++ b/freqtrade/commands/utils.py
@@ -1,11 +1,8 @@
 import logging
 from typing import Any, Dict
 
-import rapidjson
-
 from freqtrade.configuration import (Configuration, remove_credentials,
                                      validate_config_consistency)
-from freqtrade.resolvers import ExchangeResolver
 from freqtrade.state import RunMode
 
 logger = logging.getLogger(__name__)
@@ -25,35 +22,3 @@ def setup_utils_configuration(args: Dict[str, Any], method: RunMode) -> Dict[str
     validate_config_consistency(config)
 
     return config
-
-
-def start_test_pairlist(args: Dict[str, Any]) -> None:
-    """
-    Test Pairlist configuration
-    """
-    from freqtrade.pairlist.pairlistmanager import PairListManager
-    config = setup_utils_configuration(args, RunMode.UTIL_EXCHANGE)
-
-    exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config, validate=False)
-
-    quote_currencies = args.get('quote_currencies')
-    if not quote_currencies:
-        quote_currencies = [config.get('stake_currency')]
-    results = {}
-    for curr in quote_currencies:
-        config['stake_currency'] = curr
-        # Do not use ticker_interval set in the config
-        pairlists = PairListManager(exchange, config)
-        pairlists.refresh_pairlist()
-        results[curr] = pairlists.whitelist
-
-    for curr, pairlist in results.items():
-        if not args.get('print_one_column', False):
-            print(f"Pairs for {curr}: ")
-
-        if args.get('print_one_column', False):
-            print('\n'.join(pairlist))
-        elif args.get('list_pairs_print_json', False):
-            print(rapidjson.dumps(list(pairlist), default=str))
-        else:
-            print(pairlist)

From 8c9119b4710e467d4833638d582aba5914d61d2b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 26 Jan 2020 13:45:37 +0100
Subject: [PATCH 0333/1106] Add docustring to commands module

---
 freqtrade/commands/__init__.py | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/freqtrade/commands/__init__.py b/freqtrade/commands/__init__.py
index e16a6f203..1dadbec1e 100644
--- a/freqtrade/commands/__init__.py
+++ b/freqtrade/commands/__init__.py
@@ -1,5 +1,11 @@
 # flake8: noqa: F401
+"""
+Commands module.
+Contains all start-commands, subcommands and CLI Interface creation.
 
+Note: Be careful with file-scoped imports in these subfiles.
+    as they are parsed on startup, nothing containing optional modules should be loaded.
+"""
 from freqtrade.commands.arguments import Arguments
 from freqtrade.commands.data_commands import start_download_data
 from freqtrade.commands.deploy_commands import (start_create_userdir,

From 02563019fc84d559584ae007c6c9d5f4055da911 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 26 Jan 2020 13:55:48 +0100
Subject: [PATCH 0334/1106] move setup_utils_config to configuration module

---
 freqtrade/commands/__init__.py                            | 1 -
 freqtrade/commands/data_commands.py                       | 3 +--
 freqtrade/commands/deploy_commands.py                     | 3 +--
 freqtrade/commands/hyperopt_commands.py                   | 2 +-
 freqtrade/commands/list_commands.py                       | 3 +--
 freqtrade/commands/optimize_commands.py                   | 2 +-
 freqtrade/commands/pairlist_commands.py                   | 3 +--
 freqtrade/commands/plot_commands.py                       | 2 +-
 freqtrade/configuration/__init__.py                       | 1 +
 .../{commands/utils.py => configuration/config_setup.py}  | 5 +++--
 tests/commands/__init__.py                                | 0
 tests/{test_utils.py => commands/test_commands.py}        | 8 ++++----
 12 files changed, 15 insertions(+), 18 deletions(-)
 rename freqtrade/{commands/utils.py => configuration/config_setup.py} (79%)
 create mode 100644 tests/commands/__init__.py
 rename tests/{test_utils.py => commands/test_commands.py} (99%)

diff --git a/freqtrade/commands/__init__.py b/freqtrade/commands/__init__.py
index 1dadbec1e..990c1107a 100644
--- a/freqtrade/commands/__init__.py
+++ b/freqtrade/commands/__init__.py
@@ -23,4 +23,3 @@ from freqtrade.commands.pairlist_commands import start_test_pairlist
 from freqtrade.commands.plot_commands import (start_plot_dataframe,
                                               start_plot_profit)
 from freqtrade.commands.trade_commands import start_trading
-from freqtrade.commands.utils import setup_utils_configuration
diff --git a/freqtrade/commands/data_commands.py b/freqtrade/commands/data_commands.py
index b1c847d1d..c01772023 100644
--- a/freqtrade/commands/data_commands.py
+++ b/freqtrade/commands/data_commands.py
@@ -4,14 +4,13 @@ from typing import Any, Dict, List
 
 import arrow
 
-from freqtrade.configuration import TimeRange
+from freqtrade.configuration import TimeRange, setup_utils_configuration
 from freqtrade.data.history import (convert_trades_to_ohlcv,
                                     refresh_backtest_ohlcv_data,
                                     refresh_backtest_trades_data)
 from freqtrade.exceptions import OperationalException
 from freqtrade.resolvers import ExchangeResolver
 from freqtrade.state import RunMode
-from .utils import setup_utils_configuration
 
 logger = logging.getLogger(__name__)
 
diff --git a/freqtrade/commands/deploy_commands.py b/freqtrade/commands/deploy_commands.py
index 892e15db1..99ae63244 100644
--- a/freqtrade/commands/deploy_commands.py
+++ b/freqtrade/commands/deploy_commands.py
@@ -3,6 +3,7 @@ import sys
 from pathlib import Path
 from typing import Any, Dict
 
+from freqtrade.configuration import setup_utils_configuration
 from freqtrade.configuration.directory_operations import (copy_sample_files,
                                                           create_userdata_dir)
 from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGY
@@ -10,8 +11,6 @@ from freqtrade.exceptions import OperationalException
 from freqtrade.misc import render_template
 from freqtrade.state import RunMode
 
-from .utils import setup_utils_configuration
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index db3f69050..5c6f25848 100644
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -4,7 +4,7 @@ from typing import Any, Dict, List
 
 from colorama import init as colorama_init
 
-from .utils import setup_utils_configuration
+from freqtrade.configuration import setup_utils_configuration
 from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
 
diff --git a/freqtrade/commands/list_commands.py b/freqtrade/commands/list_commands.py
index 90efaf66f..022822782 100644
--- a/freqtrade/commands/list_commands.py
+++ b/freqtrade/commands/list_commands.py
@@ -8,6 +8,7 @@ from typing import Any, Dict
 import rapidjson
 from tabulate import tabulate
 
+from freqtrade.configuration import setup_utils_configuration
 from freqtrade.constants import USERPATH_STRATEGY
 from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import (available_exchanges, ccxt_exchanges,
@@ -16,8 +17,6 @@ from freqtrade.misc import plural
 from freqtrade.resolvers import ExchangeResolver, StrategyResolver
 from freqtrade.state import RunMode
 
-from .utils import setup_utils_configuration
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/freqtrade/commands/optimize_commands.py b/freqtrade/commands/optimize_commands.py
index e635e61fd..a2d1b4601 100644
--- a/freqtrade/commands/optimize_commands.py
+++ b/freqtrade/commands/optimize_commands.py
@@ -2,7 +2,7 @@ import logging
 from typing import Any, Dict
 
 from freqtrade import constants
-from freqtrade.commands.utils import setup_utils_configuration
+from freqtrade.configuration import setup_utils_configuration
 from freqtrade.exceptions import DependencyException, OperationalException
 from freqtrade.state import RunMode
 
diff --git a/freqtrade/commands/pairlist_commands.py b/freqtrade/commands/pairlist_commands.py
index 06ba2e680..bf0b217a5 100644
--- a/freqtrade/commands/pairlist_commands.py
+++ b/freqtrade/commands/pairlist_commands.py
@@ -3,11 +3,10 @@ from typing import Any, Dict
 
 import rapidjson
 
+from freqtrade.configuration import setup_utils_configuration
 from freqtrade.resolvers import ExchangeResolver
 from freqtrade.state import RunMode
 
-from .utils import setup_utils_configuration
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/freqtrade/commands/plot_commands.py b/freqtrade/commands/plot_commands.py
index 4c68cc3c5..028933ba7 100644
--- a/freqtrade/commands/plot_commands.py
+++ b/freqtrade/commands/plot_commands.py
@@ -1,8 +1,8 @@
 from typing import Any, Dict
 
+from freqtrade.configuration import setup_utils_configuration
 from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
-from freqtrade.commands.utils import setup_utils_configuration
 
 
 def validate_plot_args(args: Dict[str, Any]):
diff --git a/freqtrade/configuration/__init__.py b/freqtrade/configuration/__init__.py
index 54fc4e427..d41ac97ec 100644
--- a/freqtrade/configuration/__init__.py
+++ b/freqtrade/configuration/__init__.py
@@ -1,5 +1,6 @@
 # flake8: noqa: F401
 
+from freqtrade.configuration.config_setup import setup_utils_configuration
 from freqtrade.configuration.check_exchange import check_exchange, remove_credentials
 from freqtrade.configuration.timerange import TimeRange
 from freqtrade.configuration.configuration import Configuration
diff --git a/freqtrade/commands/utils.py b/freqtrade/configuration/config_setup.py
similarity index 79%
rename from freqtrade/commands/utils.py
rename to freqtrade/configuration/config_setup.py
index f77a35383..64f283e42 100644
--- a/freqtrade/commands/utils.py
+++ b/freqtrade/configuration/config_setup.py
@@ -1,8 +1,9 @@
 import logging
 from typing import Any, Dict
 
-from freqtrade.configuration import (Configuration, remove_credentials,
-                                     validate_config_consistency)
+from .config_validation import validate_config_consistency
+from .configuration import Configuration
+from .check_exchange import remove_credentials
 from freqtrade.state import RunMode
 
 logger = logging.getLogger(__name__)
diff --git a/tests/commands/__init__.py b/tests/commands/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/tests/test_utils.py b/tests/commands/test_commands.py
similarity index 99%
rename from tests/test_utils.py
rename to tests/commands/test_commands.py
index 1328e3981..65d7f6eaf 100644
--- a/tests/test_utils.py
+++ b/tests/commands/test_commands.py
@@ -4,13 +4,13 @@ from unittest.mock import MagicMock, PropertyMock
 
 import pytest
 
-from freqtrade.commands import (setup_utils_configuration,
-                                start_create_userdir, start_download_data,
+from freqtrade.commands import (start_create_userdir, start_download_data,
                                 start_hyperopt_list, start_hyperopt_show,
                                 start_list_exchanges, start_list_markets,
                                 start_list_strategies, start_list_timeframes,
                                 start_new_hyperopt, start_new_strategy,
                                 start_test_pairlist, start_trading)
+from freqtrade.configuration import setup_utils_configuration
 from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
 from tests.conftest import (get_args, log_has, log_has_re, patch_exchange,
@@ -639,7 +639,7 @@ def test_start_list_strategies(mocker, caplog, capsys):
     args = [
         "list-strategies",
         "--strategy-path",
-        str(Path(__file__).parent / "strategy"),
+        str(Path(__file__).parent.parent / "strategy"),
         "-1"
     ]
     pargs = get_args(args)
@@ -654,7 +654,7 @@ def test_start_list_strategies(mocker, caplog, capsys):
     args = [
         "list-strategies",
         "--strategy-path",
-        str(Path(__file__).parent / "strategy"),
+        str(Path(__file__).parent.parent / "strategy"),
     ]
     pargs = get_args(args)
     # pargs['config'] = None

From 33645e45fd3902a673ead1fbaf4f1a521134eaae Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Mon, 27 Jan 2020 02:49:25 +0300
Subject: [PATCH 0335/1106] Minor cosmetics in start_trading

---
 freqtrade/commands/trade_commands.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/freqtrade/commands/trade_commands.py b/freqtrade/commands/trade_commands.py
index 2c0c4c9c1..352fac26d 100644
--- a/freqtrade/commands/trade_commands.py
+++ b/freqtrade/commands/trade_commands.py
@@ -10,8 +10,10 @@ def start_trading(args: Dict[str, Any]) -> int:
     """
     Main entry point for trading mode
     """
+    # Import here to avoid loading worker module when it's not used
     from freqtrade.worker import Worker
-    # Load and run worker
+
+    # Create and run worker
     worker = None
     try:
         worker = Worker(args)

From 30e3e434abc76e6c0af40b256540cc32479c410c Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Mon, 27 Jan 2020 03:34:53 +0300
Subject: [PATCH 0336/1106] Add notify_status() to FreqtradeBot

---
 freqtrade/freqtradebot.py | 10 ++++++++++
 freqtrade/worker.py       | 24 +++++++-----------------
 2 files changed, 17 insertions(+), 17 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index e3856e200..6c519280d 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -95,6 +95,16 @@ class FreqtradeBot:
         # Protect sell-logic from forcesell and viceversa
         self._sell_lock = Lock()
 
+    def notify_status(self, msg: str) -> None:
+        """
+        Public method for users of this class (worker, etc.) to send notifications
+        via RPC about changes in the bot status.
+        """
+        self.rpc.send_msg({
+            'type': RPCMessageType.STATUS_NOTIFICATION,
+            'status': msg
+        })
+
     def cleanup(self) -> None:
         """
         Cleanup pending resources on an already stopped bot
diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index 22651d269..972ff0d61 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -12,7 +12,6 @@ from freqtrade import __version__, constants
 from freqtrade.configuration import Configuration
 from freqtrade.exceptions import OperationalException, TemporaryError
 from freqtrade.freqtradebot import FreqtradeBot
-from freqtrade.rpc import RPCMessageType
 from freqtrade.state import State
 
 logger = logging.getLogger(__name__)
@@ -84,10 +83,8 @@ class Worker:
 
         # Log state transition
         if state != old_state:
-            self.freqtrade.rpc.send_msg({
-                'type': RPCMessageType.STATUS_NOTIFICATION,
-                'status': f'{state.name.lower()}'
-            })
+            self.freqtrade.notify_status(f'{state.name.lower()}')
+
             logger.info('Changing state to: %s', state.name)
             if state == State.RUNNING:
                 self.freqtrade.startup()
@@ -136,10 +133,9 @@ class Worker:
         except OperationalException:
             tb = traceback.format_exc()
             hint = 'Issue `/start` if you think it is safe to restart.'
-            self.freqtrade.rpc.send_msg({
-                'type': RPCMessageType.STATUS_NOTIFICATION,
-                'status': f'OperationalException:\n```\n{tb}```{hint}'
-            })
+
+            self.freqtrade.notify_status(f'OperationalException:\n```\n{tb}```{hint}')
+
             logger.exception('OperationalException. Stopping trader ...')
             self.freqtrade.state = State.STOPPED
 
@@ -159,10 +155,7 @@ class Worker:
         # Load and validate config and create new instance of the bot
         self._init(True)
 
-        self.freqtrade.rpc.send_msg({
-            'type': RPCMessageType.STATUS_NOTIFICATION,
-            'status': 'config reloaded'
-        })
+        self.freqtrade.notify_status('config reloaded')
 
         # Tell systemd that we completed reconfiguration
         if self._sd_notify:
@@ -176,8 +169,5 @@ class Worker:
             self._sd_notify.notify("STOPPING=1")
 
         if self.freqtrade:
-            self.freqtrade.rpc.send_msg({
-                'type': RPCMessageType.STATUS_NOTIFICATION,
-                'status': 'process died'
-            })
+            self.freqtrade.notify_status('process died')
             self.freqtrade.cleanup()

From 161c06fd4ef5afdd3deec036f1d1be94bc4621ab Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 27 Jan 2020 07:42:52 +0000
Subject: [PATCH 0337/1106] Bump plotly from 4.4.1 to 4.5.0

Bumps [plotly](https://github.com/plotly/plotly.py) from 4.4.1 to 4.5.0.
- [Release notes](https://github.com/plotly/plotly.py/releases)
- [Changelog](https://github.com/plotly/plotly.py/blob/master/CHANGELOG.md)
- [Commits](https://github.com/plotly/plotly.py/compare/v4.4.1...v4.5.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-plot.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-plot.txt b/requirements-plot.txt
index 415d4b888..26467d90b 100644
--- a/requirements-plot.txt
+++ b/requirements-plot.txt
@@ -1,5 +1,5 @@
 # Include all requirements to run the bot.
 -r requirements.txt
 
-plotly==4.4.1
+plotly==4.5.0
 

From 184a6005a6db67918a62b84896813302451880ed Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 27 Jan 2020 07:43:11 +0000
Subject: [PATCH 0338/1106] Bump urllib3 from 1.25.7 to 1.25.8

Bumps [urllib3](https://github.com/urllib3/urllib3) from 1.25.7 to 1.25.8.
- [Release notes](https://github.com/urllib3/urllib3/releases)
- [Changelog](https://github.com/urllib3/urllib3/blob/master/CHANGES.rst)
- [Commits](https://github.com/urllib3/urllib3/compare/1.25.7...1.25.8)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index daf4984c0..e358c8445 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -6,7 +6,7 @@ python-telegram-bot==12.3.0
 arrow==0.15.5
 cachetools==4.0.0
 requests==2.22.0
-urllib3==1.25.7
+urllib3==1.25.8
 wrapt==1.11.2
 jsonschema==3.2.0
 TA-Lib==0.4.17

From 66939bdcf636204c963aae75df9ccb5cc919fdb5 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 27 Jan 2020 07:43:41 +0000
Subject: [PATCH 0339/1106] Bump ccxt from 1.21.76 to 1.21.91

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.21.76 to 1.21.91.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/CHANGELOG.md)
- [Commits](https://github.com/ccxt/ccxt/compare/1.21.76...1.21.91)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index daf4984c0..c826541a6 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.21.76
+ccxt==1.21.91
 SQLAlchemy==1.3.12
 python-telegram-bot==12.3.0
 arrow==0.15.5

From a3b0f752896f6f88efdf33099787f56cde32a26a Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 27 Jan 2020 07:44:27 +0000
Subject: [PATCH 0340/1106] Bump pytest from 5.3.3 to 5.3.4

Bumps [pytest](https://github.com/pytest-dev/pytest) from 5.3.3 to 5.3.4.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/5.3.3...5.3.4)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index e602bf184..6330d93e5 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -8,7 +8,7 @@ flake8==3.7.9
 flake8-type-annotations==0.1.0
 flake8-tidy-imports==4.0.0
 mypy==0.761
-pytest==5.3.3
+pytest==5.3.4
 pytest-asyncio==0.10.0
 pytest-cov==2.8.1
 pytest-mock==2.0.0

From c9ee678a52fcdc0cf2a08ea88baa4263d8b40576 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 27 Jan 2020 08:36:41 +0000
Subject: [PATCH 0341/1106] Bump sqlalchemy from 1.3.12 to 1.3.13

Bumps [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) from 1.3.12 to 1.3.13.
- [Release notes](https://github.com/sqlalchemy/sqlalchemy/releases)
- [Changelog](https://github.com/sqlalchemy/sqlalchemy/blob/master/CHANGES)
- [Commits](https://github.com/sqlalchemy/sqlalchemy/commits)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index c826541a6..14fee6e80 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,7 +1,7 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
 ccxt==1.21.91
-SQLAlchemy==1.3.12
+SQLAlchemy==1.3.13
 python-telegram-bot==12.3.0
 arrow==0.15.5
 cachetools==4.0.0

From 4c0e586354f3f4cd87138c51ee695136d45f8caf Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Mon, 27 Jan 2020 22:39:04 +0300
Subject: [PATCH 0342/1106] Advise to use https method for git clone i.o ssh

---
 docs/installation.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/installation.md b/docs/installation.md
index 267d91c8d..cbe000da4 100644
--- a/docs/installation.md
+++ b/docs/installation.md
@@ -42,7 +42,7 @@ The easiest way to install and run Freqtrade is to clone the bot GitHub reposito
 This can be achieved with the following commands:
 
 ```bash
-git clone git@github.com:freqtrade/freqtrade.git
+git clone https://github.com/freqtrade/freqtrade.git
 cd freqtrade
 git checkout master  # Optional, see (1)
 ./setup.sh --install

From 328a9ffafdad4953c71fb20f4bd8b18251f3f737 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sat, 25 Jan 2020 20:53:02 +0100
Subject: [PATCH 0343/1106] fixed typo in false statement

---
 freqtrade/freqtradebot.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index f1584c731..323d4d14c 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -429,7 +429,7 @@ class FreqtradeBot:
             logger.info('bids to ask delta DOES satisfy condition.')
             return True
         else:
-            logger.info('bids to ask delta DOES NOT satisfy condition.')
+            logger.info(f"bids to ask delta for {pair} does not satisfy condition.")
             return False
 
     def execute_buy(self, pair: str, stake_amount: float, price: Optional[float] = None) -> bool:

From a0b92fe0b12f26514e3b623eb91f44022604e67f Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Tue, 28 Jan 2020 17:09:44 +0100
Subject: [PATCH 0344/1106] removed typo

---
 freqtrade/freqtradebot.py | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 323d4d14c..9df2acaf0 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -423,8 +423,12 @@ class FreqtradeBot:
         order_book_bids = order_book_data_frame['b_size'].sum()
         order_book_asks = order_book_data_frame['a_size'].sum()
         bids_ask_delta = order_book_bids / order_book_asks
-        logger.info('bids: %s, asks: %s, delta: %s, askprice: %s, bidprice: %s, immediate askquantity: %s, immediate bidquantity: %s',
-                    order_book_bids, order_book_asks, bids_ask_delta, order_book['asks'][0][0], order_book['bids'][0][0], order_book['asks'][0][1], order_book['bids'][0][1])
+        logger.info(
+            f"bids: {order_book_bids}, asks: {order_book_asks}, delta: {bids_ask_delta}, "
+            f"askprice: {order_book['asks'][0][0]}, bidprice: {order_book['bids'][0][0]}, "
+            f"immediate ask quantity: {order_book['asks'][0][1]}, "
+            f"immediate bid quantity: {order_book['bids'][0][1]}",
+        )
         if bids_ask_delta >= conf_bids_to_ask_delta:
             logger.info('bids to ask delta DOES satisfy condition.')
             return True

From b384ca8fd28bfc41226718451f9dfcc58a0ce70b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 28 Jan 2020 20:30:03 +0100
Subject: [PATCH 0345/1106] Create new-config command

---
 freqtrade/commands/__init__.py        |  1 +
 freqtrade/commands/arguments.py       | 13 +++++++++++--
 freqtrade/commands/deploy_commands.py |  8 ++++++++
 3 files changed, 20 insertions(+), 2 deletions(-)

diff --git a/freqtrade/commands/__init__.py b/freqtrade/commands/__init__.py
index 990c1107a..81467cf61 100644
--- a/freqtrade/commands/__init__.py
+++ b/freqtrade/commands/__init__.py
@@ -9,6 +9,7 @@ Note: Be careful with file-scoped imports in these subfiles.
 from freqtrade.commands.arguments import Arguments
 from freqtrade.commands.data_commands import start_download_data
 from freqtrade.commands.deploy_commands import (start_create_userdir,
+                                                start_new_config,
                                                 start_new_hyperopt,
                                                 start_new_strategy)
 from freqtrade.commands.hyperopt_commands import (start_hyperopt_list,
diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 724814554..504c6b0b5 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -43,6 +43,8 @@ ARGS_TEST_PAIRLIST = ["config", "quote_currencies", "print_one_column", "list_pa
 
 ARGS_CREATE_USERDIR = ["user_data_dir", "reset"]
 
+ARGS_BUILD_CONFIG = ["config"]
+
 ARGS_BUILD_STRATEGY = ["user_data_dir", "strategy", "template"]
 
 ARGS_BUILD_HYPEROPT = ["user_data_dir", "hyperopt", "template"]
@@ -133,8 +135,9 @@ class Arguments:
         from freqtrade.commands import (start_create_userdir, start_download_data,
                                         start_hyperopt_list, start_hyperopt_show,
                                         start_list_exchanges, start_list_markets,
-                                        start_list_strategies, start_new_hyperopt,
-                                        start_new_strategy, start_list_timeframes,
+                                        start_list_strategies, start_list_timeframes,
+                                        start_new_config,
+                                        start_new_hyperopt, start_new_strategy,
                                         start_plot_dataframe, start_plot_profit,
                                         start_backtesting, start_hyperopt, start_edge,
                                         start_test_pairlist, start_trading)
@@ -177,6 +180,12 @@ class Arguments:
         create_userdir_cmd.set_defaults(func=start_create_userdir)
         self._build_args(optionlist=ARGS_CREATE_USERDIR, parser=create_userdir_cmd)
 
+        # add new-config subcommand
+        build_config_cmd = subparsers.add_parser('new-config',
+                                                   help="Create new config")
+        build_config_cmd.set_defaults(func=start_new_config)
+        self._build_args(optionlist=ARGS_BUILD_CONFIG, parser=build_config_cmd)
+
         # add new-strategy subcommand
         build_strategy_cmd = subparsers.add_parser('new-strategy',
                                                    help="Create new strategy")
diff --git a/freqtrade/commands/deploy_commands.py b/freqtrade/commands/deploy_commands.py
index 99ae63244..34755932c 100644
--- a/freqtrade/commands/deploy_commands.py
+++ b/freqtrade/commands/deploy_commands.py
@@ -110,3 +110,11 @@ def start_new_hyperopt(args: Dict[str, Any]) -> None:
         deploy_new_hyperopt(args['hyperopt'], new_path, args['template'])
     else:
         raise OperationalException("`new-hyperopt` requires --hyperopt to be set.")
+
+
+def start_new_config(args: Dict[str, Any]) -> None:
+    """
+    Create a new strategy from a template
+    Asking the user questions to fill out the templateaccordingly.
+    """
+    pass

From 9f291282056fde93c3cab74470764a9cdf80f89b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 29 Jan 2020 07:01:17 +0100
Subject: [PATCH 0346/1106] Fix small json formatting issue

---
 config.json.example         | 2 +-
 config_binance.json.example | 2 +-
 config_full.json.example    | 2 +-
 config_kraken.json.example  | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/config.json.example b/config.json.example
index 8b85e71eb..a03ab6c2a 100644
--- a/config.json.example
+++ b/config.json.example
@@ -4,7 +4,7 @@
     "stake_amount": 0.05,
     "tradable_balance_ratio": 0.99,
     "fiat_display_currency": "USD",
-    "ticker_interval" : "5m",
+    "ticker_interval": "5m",
     "dry_run": false,
     "trailing_stop": false,
     "unfilledtimeout": {
diff --git a/config_binance.json.example b/config_binance.json.example
index 0521a3a35..e2c9879b0 100644
--- a/config_binance.json.example
+++ b/config_binance.json.example
@@ -4,7 +4,7 @@
     "stake_amount": 0.05,
     "tradable_balance_ratio": 0.99,
     "fiat_display_currency": "USD",
-    "ticker_interval" : "5m",
+    "ticker_interval": "5m",
     "dry_run": true,
     "trailing_stop": false,
     "unfilledtimeout": {
diff --git a/config_full.json.example b/config_full.json.example
index 82d8bd04a..f543604e7 100644
--- a/config_full.json.example
+++ b/config_full.json.example
@@ -4,7 +4,7 @@
     "stake_amount": 0.05,
     "tradable_balance_ratio": 0.99,
     "fiat_display_currency": "USD",
-    "amount_reserve_percent" : 0.05,
+    "amount_reserve_percent": 0.05,
     "amend_last_stake_amount": false,
     "last_stake_amount_min_ratio": 0.5,
     "dry_run": false,
diff --git a/config_kraken.json.example b/config_kraken.json.example
index a527b569d..4f74d0b7d 100644
--- a/config_kraken.json.example
+++ b/config_kraken.json.example
@@ -4,7 +4,7 @@
     "stake_amount": 10,
     "tradable_balance_ratio": 0.99,
     "fiat_display_currency": "EUR",
-    "ticker_interval" : "5m",
+    "ticker_interval": "5m",
     "dry_run": true,
     "trailing_stop": false,
     "unfilledtimeout": {

From 122c9163566acfbbf2d2a18e86dfcfac3a772dab Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 29 Jan 2020 07:01:32 +0100
Subject: [PATCH 0347/1106] Add first version of config_deploy

---
 freqtrade/commands/deploy_commands.py   | 28 ++++++++-
 freqtrade/templates/base_config.json.j2 | 82 +++++++++++++++++++++++++
 2 files changed, 109 insertions(+), 1 deletion(-)
 create mode 100644 freqtrade/templates/base_config.json.j2

diff --git a/freqtrade/commands/deploy_commands.py b/freqtrade/commands/deploy_commands.py
index 34755932c..4e114a6d8 100644
--- a/freqtrade/commands/deploy_commands.py
+++ b/freqtrade/commands/deploy_commands.py
@@ -112,9 +112,35 @@ def start_new_hyperopt(args: Dict[str, Any]) -> None:
         raise OperationalException("`new-hyperopt` requires --hyperopt to be set.")
 
 
+def deploy_new_config(config_path: Path, selections: Dict[str, Any]) -> None:
+    """
+    Applies selections to the template and writes the result to config_path
+    :param config_path: Path object for new config file. Should not exist yet
+    :param selecions: Dict containing selections taken by the user.
+    """
+    config_text = render_template(templatefile='base_config.json.j2',
+                                  arguments=selections)
+
+    config_path.write_text(config_text)
+
+
 def start_new_config(args: Dict[str, Any]) -> None:
     """
     Create a new strategy from a template
     Asking the user questions to fill out the templateaccordingly.
     """
-    pass
+    sample_selections = {
+        'stake_currency': 'USDT',
+        'stake_amount': 100,
+        'fiat_display_currency': 'EUR',
+        'ticker_interval': '15m',
+        'dry_run': True,
+        'exchange': 'binance',
+        'exchange_key': 'sampleKey',
+        'exchange_secret': 'Samplesecret',
+        'telegram': True,
+        'telegram_token': 'asdf1244',
+        'telegram_chat_id': '1144444',
+    }
+    config_path = Path(args['config'][0])
+    deploy_new_config(config_path, sample_selections)
diff --git a/freqtrade/templates/base_config.json.j2 b/freqtrade/templates/base_config.json.j2
new file mode 100644
index 000000000..ad8a762ec
--- /dev/null
+++ b/freqtrade/templates/base_config.json.j2
@@ -0,0 +1,82 @@
+{
+    "max_open_trades": 3,
+    "stake_currency": "{{ stake_currency }}",
+    "stake_amount": {{ stake_amount }},
+    "tradable_balance_ratio": 0.99,
+    "fiat_display_currency": "{{ fiat_display_currency }}",
+    "ticker_interval": "{{ ticker_interval }}",
+    "dry_run": {{ dry_run | lower }},
+    "unfilledtimeout": {
+        "buy": 10,
+        "sell": 30
+    },
+    "bid_strategy": {
+        "ask_last_balance": 0.0,
+        "use_order_book": false,
+        "order_book_top": 1,
+        "check_depth_of_market": {
+            "enabled": false,
+            "bids_to_ask_delta": 1
+        }
+    },
+    "ask_strategy":{
+        "use_order_book": false,
+        "order_book_min": 1,
+        "order_book_max": 9,
+        "use_sell_signal": true,
+        "sell_profit_only": false,
+        "ignore_roi_if_buy_signal": false
+    },
+    "exchange": {
+        "name": "bittrex",
+        "key": "your_exchange_key",
+        "secret": "your_exchange_secret",
+        "ccxt_config": {"enableRateLimit": true},
+        "ccxt_async_config": {
+            "enableRateLimit": true,
+            "rateLimit": 500
+        },
+        "pair_whitelist": [
+            "ETH/BTC",
+            "LTC/BTC",
+            "ETC/BTC",
+            "DASH/BTC",
+            "ZEC/BTC",
+            "XLM/BTC",
+            "NXT/BTC",
+            "TRX/BTC",
+            "ADA/BTC",
+            "XMR/BTC"
+        ],
+        "pair_blacklist": [
+            "DOGE/BTC"
+        ]
+    },
+    "pairlists": [
+        {"method": "StaticPairList"}
+    ],
+    "edge": {
+        "enabled": false,
+        "process_throttle_secs": 3600,
+        "calculate_since_number_of_days": 7,
+        "allowed_risk": 0.01,
+        "stoploss_range_min": -0.01,
+        "stoploss_range_max": -0.1,
+        "stoploss_range_step": -0.01,
+        "minimum_winrate": 0.60,
+        "minimum_expectancy": 0.20,
+        "min_trade_number": 10,
+        "max_trade_duration_minute": 1440,
+        "remove_pumps": false
+    },
+    "telegram": {
+        "enabled": {{ telegram | lower }},
+        "token": "{{ telegram_token }}",
+        "chat_id": "{{ telegram_chat_id }}"
+    },
+    "initial_state": "running",
+    "forcebuy_enable": false,
+    "internals": {
+        "process_throttle_secs": 5
+    }
+}

From c80d8f432acc07665353947acae84a4d09cd3ced Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 29 Jan 2020 07:13:38 +0100
Subject: [PATCH 0348/1106] Add exchange templates

---
 freqtrade/commands/deploy_commands.py         | 19 +++++++++--
 freqtrade/misc.py                             |  1 -
 freqtrade/templates/base_config.json.j2       | 24 +-------------
 .../subtemplates/exchange_binance.j2          | 28 ++++++++++++++++
 .../subtemplates/exchange_generic.j2          | 13 ++++++++
 .../templates/subtemplates/exchange_kraken.j2 | 33 +++++++++++++++++++
 6 files changed, 92 insertions(+), 26 deletions(-)
 create mode 100644 freqtrade/templates/subtemplates/exchange_binance.j2
 create mode 100644 freqtrade/templates/subtemplates/exchange_generic.j2
 create mode 100644 freqtrade/templates/subtemplates/exchange_kraken.j2

diff --git a/freqtrade/commands/deploy_commands.py b/freqtrade/commands/deploy_commands.py
index 4e114a6d8..065703faa 100644
--- a/freqtrade/commands/deploy_commands.py
+++ b/freqtrade/commands/deploy_commands.py
@@ -118,9 +118,22 @@ def deploy_new_config(config_path: Path, selections: Dict[str, Any]) -> None:
     :param config_path: Path object for new config file. Should not exist yet
     :param selecions: Dict containing selections taken by the user.
     """
+    from jinja2.exceptions import TemplateNotFound
+    try:
+        selections['exchange'] = render_template(
+            templatefile=f"subtemplates/exchange_{selections['exchange_name']}.j2",
+            arguments=selections
+            )
+    except TemplateNotFound:
+        selections['exchange'] = render_template(
+            templatefile=f"subtemplates/exchange_generic.j2",
+            arguments=selections
+        )
+
     config_text = render_template(templatefile='base_config.json.j2',
                                   arguments=selections)
 
+    logger.info(f"Writing config to `{config_path}`.")
     config_path.write_text(config_text)
 
 
@@ -135,12 +148,14 @@ def start_new_config(args: Dict[str, Any]) -> None:
         'fiat_display_currency': 'EUR',
         'ticker_interval': '15m',
         'dry_run': True,
-        'exchange': 'binance',
+        'exchange_name': 'binance',
         'exchange_key': 'sampleKey',
         'exchange_secret': 'Samplesecret',
-        'telegram': True,
+        'telegram': False,
         'telegram_token': 'asdf1244',
         'telegram_chat_id': '1144444',
     }
     config_path = Path(args['config'][0])
     deploy_new_config(config_path, sample_selections)
+
+
diff --git a/freqtrade/misc.py b/freqtrade/misc.py
index bcba78cf0..40e1fdf17 100644
--- a/freqtrade/misc.py
+++ b/freqtrade/misc.py
@@ -138,5 +138,4 @@ def render_template(templatefile: str, arguments: dict = {}):
         autoescape=select_autoescape(['html', 'xml'])
     )
     template = env.get_template(templatefile)
-
     return template.render(**arguments)
diff --git a/freqtrade/templates/base_config.json.j2 b/freqtrade/templates/base_config.json.j2
index ad8a762ec..f2f919e1f 100644
--- a/freqtrade/templates/base_config.json.j2
+++ b/freqtrade/templates/base_config.json.j2
@@ -28,29 +28,7 @@
         "ignore_roi_if_buy_signal": false
     },
     "exchange": {
-        "name": "bittrex",
-        "key": "your_exchange_key",
-        "secret": "your_exchange_secret",
-        "ccxt_config": {"enableRateLimit": true},
-        "ccxt_async_config": {
-            "enableRateLimit": true,
-            "rateLimit": 500
-        },
-        "pair_whitelist": [
-            "ETH/BTC",
-            "LTC/BTC",
-            "ETC/BTC",
-            "DASH/BTC",
-            "ZEC/BTC",
-            "XLM/BTC",
-            "NXT/BTC",
-            "TRX/BTC",
-            "ADA/BTC",
-            "XMR/BTC"
-        ],
-        "pair_blacklist": [
-            "DOGE/BTC"
-        ]
+        {{ exchange | indent(8) }}
     },
     "pairlists": [
         {"method": "StaticPairList"}
diff --git a/freqtrade/templates/subtemplates/exchange_binance.j2 b/freqtrade/templates/subtemplates/exchange_binance.j2
new file mode 100644
index 000000000..082af45c4
--- /dev/null
+++ b/freqtrade/templates/subtemplates/exchange_binance.j2
@@ -0,0 +1,28 @@
+"name": "{{ exchange_name | lower }}",
+"key": "{{ exchange_key }}",
+"secret": "{{ exchange_secret }}",
+"ccxt_config": {"enableRateLimit": true},
+"ccxt_async_config": {
+    "enableRateLimit": true,
+    "rateLimit": 200
+},
+"pair_whitelist": [
+    "ALGO/BTC",
+    "ATOM/BTC",
+    "BAT/BTC",
+    "BCH/BTC",
+    "BRD/BTC",
+    "EOS/BTC",
+    "ETH/BTC",
+    "IOTA/BTC",
+    "LINK/BTC",
+    "LTC/BTC",
+    "NEO/BTC",
+    "NXS/BTC",
+    "XMR/BTC",
+    "XRP/BTC",
+    "XTZ/BTC"
+],
+"pair_blacklist": [
+    "BNB/BTC"
+]
diff --git a/freqtrade/templates/subtemplates/exchange_generic.j2 b/freqtrade/templates/subtemplates/exchange_generic.j2
new file mode 100644
index 000000000..5d5bee2b2
--- /dev/null
+++ b/freqtrade/templates/subtemplates/exchange_generic.j2
@@ -0,0 +1,13 @@
+"name": "{{ exchange_name | lower }}",
+"key": "{{ exchange_key }}",
+"secret": "{{ exchange_secret }}",
+"ccxt_config": {"enableRateLimit": true},
+"ccxt_async_config": {
+    "enableRateLimit": true,
+},
+"pair_whitelist": [
+
+],
+"pair_blacklist": [
+
+]
diff --git a/freqtrade/templates/subtemplates/exchange_kraken.j2 b/freqtrade/templates/subtemplates/exchange_kraken.j2
new file mode 100644
index 000000000..690828887
--- /dev/null
+++ b/freqtrade/templates/subtemplates/exchange_kraken.j2
@@ -0,0 +1,33 @@
+"name": "kraken",
+"key": "{{ exchange_key }}",
+"secret": "{{ exchange_secret }}",
+"ccxt_config": {"enableRateLimit": true},
+"ccxt_async_config": {
+    "enableRateLimit": true,
+    "rateLimit": 1000
+},
+"pair_whitelist": [
+    "ADA/EUR",
+    "ATOM/EUR",
+    "BAT/EUR",
+    "BCH/EUR",
+    "BTC/EUR",
+    "DAI/EUR",
+    "DASH/EUR",
+    "EOS/EUR",
+    "ETC/EUR",
+    "ETH/EUR",
+    "LINK/EUR",
+    "LTC/EUR",
+    "QTUM/EUR",
+    "REP/EUR",
+    "WAVES/EUR",
+    "XLM/EUR",
+    "XMR/EUR",
+    "XRP/EUR",
+    "XTZ/EUR",
+    "ZEC/EUR"
+],
+"pair_blacklist": [
+
+]

From 68771a78617b6ff4af6baca08df1f54d76ba9338 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Wed, 29 Jan 2020 17:08:36 +0300
Subject: [PATCH 0349/1106] Remove state attr from Worker

---
 freqtrade/worker.py        | 8 --------
 tests/test_freqtradebot.py | 6 +++---
 tests/test_worker.py       | 6 +++---
 3 files changed, 6 insertions(+), 14 deletions(-)

diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index 972ff0d61..6da04b4a2 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -56,14 +56,6 @@ class Worker:
         self._sd_notify = sdnotify.SystemdNotifier() if \
             self._config.get('internals', {}).get('sd_notify', False) else None
 
-    @property
-    def state(self) -> State:
-        return self.freqtrade.state
-
-    @state.setter
-    def state(self, value: State) -> None:
-        self.freqtrade.state = value
-
     def run(self) -> None:
         state = None
         while True:
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index e0f2ecd3a..128d9c9ee 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -797,10 +797,10 @@ def test_process_operational_exception(default_conf, ticker, mocker) -> None:
     worker = Worker(args=None, config=default_conf)
     patch_get_signal(worker.freqtrade)
 
-    assert worker.state == State.RUNNING
+    assert worker.freqtrade.state == State.RUNNING
 
     worker._process()
-    assert worker.state == State.STOPPED
+    assert worker.freqtrade.state == State.STOPPED
     assert 'OperationalException' in msg_mock.call_args_list[-1][0][0]['status']
 
 
@@ -3631,7 +3631,7 @@ def test_startup_state(default_conf, mocker):
                                 }
     mocker.patch('freqtrade.exchange.Exchange.exchange_has', MagicMock(return_value=True))
     worker = get_patched_worker(mocker, default_conf)
-    assert worker.state is State.RUNNING
+    assert worker.freqtrade.state is State.RUNNING
 
 
 def test_startup_trade_reinit(default_conf, edge_conf, mocker):
diff --git a/tests/test_worker.py b/tests/test_worker.py
index 72e215210..2fb42d47e 100644
--- a/tests/test_worker.py
+++ b/tests/test_worker.py
@@ -11,11 +11,11 @@ from tests.conftest import get_patched_worker, log_has
 def test_worker_state(mocker, default_conf, markets) -> None:
     mocker.patch('freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets))
     worker = get_patched_worker(mocker, default_conf)
-    assert worker.state is State.RUNNING
+    assert worker.freqtrade.state is State.RUNNING
 
     default_conf.pop('initial_state')
     worker = Worker(args=None, config=default_conf)
-    assert worker.state is State.STOPPED
+    assert worker.freqtrade.state is State.STOPPED
 
 
 def test_worker_running(mocker, default_conf, caplog) -> None:
@@ -41,7 +41,7 @@ def test_worker_stopped(mocker, default_conf, caplog) -> None:
     mock_sleep = mocker.patch('time.sleep', return_value=None)
 
     worker = get_patched_worker(mocker, default_conf)
-    worker.state = State.STOPPED
+    worker.freqtrade.state = State.STOPPED
     state = worker._worker(old_state=State.RUNNING)
     assert state is State.STOPPED
     assert log_has('Changing state to: STOPPED', caplog)

From dd83cb1b95fb2a0f3790d7c83a377ed72b659fd3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 29 Jan 2020 20:27:38 +0100
Subject: [PATCH 0350/1106] Extract selection generation to a seperate method

---
 freqtrade/commands/deploy_commands.py   | 38 ++++++++++++++++---------
 freqtrade/templates/base_config.json.j2 |  2 +-
 tests/commands/test_commands.py         | 21 ++++++++++++--
 3 files changed, 44 insertions(+), 17 deletions(-)

diff --git a/freqtrade/commands/deploy_commands.py b/freqtrade/commands/deploy_commands.py
index 065703faa..87aea7492 100644
--- a/freqtrade/commands/deploy_commands.py
+++ b/freqtrade/commands/deploy_commands.py
@@ -112,6 +112,28 @@ def start_new_hyperopt(args: Dict[str, Any]) -> None:
         raise OperationalException("`new-hyperopt` requires --hyperopt to be set.")
 
 
+def ask_user_config() -> Dict[str, Any]:
+    """
+    Ask user a few questions to build the configuration.
+    :returns: Dict with keys to put into template
+    """
+    sample_selections = {
+        'max_open_trades': 3,
+        'stake_currency': 'USDT',
+        'stake_amount': 100,
+        'fiat_display_currency': 'EUR',
+        'ticker_interval': '15m',
+        'dry_run': True,
+        'exchange_name': 'binance',
+        'exchange_key': 'sampleKey',
+        'exchange_secret': 'Samplesecret',
+        'telegram': False,
+        'telegram_token': 'asdf1244',
+        'telegram_chat_id': '1144444',
+    }
+    return sample_selections
+
+
 def deploy_new_config(config_path: Path, selections: Dict[str, Any]) -> None:
     """
     Applies selections to the template and writes the result to config_path
@@ -142,20 +164,8 @@ def start_new_config(args: Dict[str, Any]) -> None:
     Create a new strategy from a template
     Asking the user questions to fill out the templateaccordingly.
     """
-    sample_selections = {
-        'stake_currency': 'USDT',
-        'stake_amount': 100,
-        'fiat_display_currency': 'EUR',
-        'ticker_interval': '15m',
-        'dry_run': True,
-        'exchange_name': 'binance',
-        'exchange_key': 'sampleKey',
-        'exchange_secret': 'Samplesecret',
-        'telegram': False,
-        'telegram_token': 'asdf1244',
-        'telegram_chat_id': '1144444',
-    }
+    selections = ask_user_config()
     config_path = Path(args['config'][0])
-    deploy_new_config(config_path, sample_selections)
+    deploy_new_config(config_path, selections)
 
 
diff --git a/freqtrade/templates/base_config.json.j2 b/freqtrade/templates/base_config.json.j2
index f2f919e1f..1370bfa80 100644
--- a/freqtrade/templates/base_config.json.j2
+++ b/freqtrade/templates/base_config.json.j2
@@ -1,5 +1,5 @@
 {
-    "max_open_trades": 3,
+    "max_open_trades": {{ max_open_trades }},
     "stake_currency": "{{ stake_currency }}",
     "stake_amount": {{ stake_amount }},
     "tradable_balance_ratio": 0.99,
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index 65d7f6eaf..f8efdfd3c 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -8,8 +8,9 @@ from freqtrade.commands import (start_create_userdir, start_download_data,
                                 start_hyperopt_list, start_hyperopt_show,
                                 start_list_exchanges, start_list_markets,
                                 start_list_strategies, start_list_timeframes,
-                                start_new_hyperopt, start_new_strategy,
-                                start_test_pairlist, start_trading)
+                                start_new_config, start_new_hyperopt,
+                                start_new_strategy, start_test_pairlist,
+                                start_trading)
 from freqtrade.configuration import setup_utils_configuration
 from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
@@ -537,6 +538,22 @@ def test_start_new_hyperopt_no_arg(mocker, caplog):
         start_new_hyperopt(get_args(args))
 
 
+def test_start_new_config(mocker, caplog):
+    wt_mock = mocker.patch.object(Path, "write_text", MagicMock())
+    mocker.patch.object(Path, "exists", MagicMock(return_value=False))
+
+    args = [
+        "new-config",
+        "--config",
+        "coolconfig.json"
+    ]
+    start_new_config(get_args(args))
+
+    assert wt_mock.call_count == 1
+    assert "binance" in wt_mock.call_args_list[0][0][0]
+    assert log_has_re("Writing config to .*", caplog)
+
+
 def test_download_data_keyboardInterrupt(mocker, caplog, markets):
     dl_mock = mocker.patch('freqtrade.commands.data_commands.refresh_backtest_ohlcv_data',
                            MagicMock(side_effect=KeyboardInterrupt))

From 49c9258a088e42db46656b24fc90d1227d604dc1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 29 Jan 2020 20:32:27 +0100
Subject: [PATCH 0351/1106] enhance test

---
 tests/commands/test_commands.py | 27 +++++++++++++++++++++++----
 1 file changed, 23 insertions(+), 4 deletions(-)

diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index f8efdfd3c..19999f319 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -1,3 +1,4 @@
+import json
 import re
 from pathlib import Path
 from unittest.mock import MagicMock, PropertyMock
@@ -538,10 +539,26 @@ def test_start_new_hyperopt_no_arg(mocker, caplog):
         start_new_hyperopt(get_args(args))
 
 
-def test_start_new_config(mocker, caplog):
+@pytest.mark.parametrize('exchange', ['bittrex', 'binance', 'kraken', 'ftx'])
+def test_start_new_config(mocker, caplog, exchange):
     wt_mock = mocker.patch.object(Path, "write_text", MagicMock())
     mocker.patch.object(Path, "exists", MagicMock(return_value=False))
-
+    sample_selections = {
+        'max_open_trades': 3,
+        'stake_currency': 'USDT',
+        'stake_amount': 100,
+        'fiat_display_currency': 'EUR',
+        'ticker_interval': '15m',
+        'dry_run': True,
+        'exchange_name': exchange,
+        'exchange_key': 'sampleKey',
+        'exchange_secret': 'Samplesecret',
+        'telegram': False,
+        'telegram_token': 'asdf1244',
+        'telegram_chat_id': '1144444',
+    }
+    mocker.patch('freqtrade.commands.deploy_commands.ask_user_config',
+                 return_value=sample_selections)
     args = [
         "new-config",
         "--config",
@@ -549,9 +566,11 @@ def test_start_new_config(mocker, caplog):
     ]
     start_new_config(get_args(args))
 
-    assert wt_mock.call_count == 1
-    assert "binance" in wt_mock.call_args_list[0][0][0]
     assert log_has_re("Writing config to .*", caplog)
+    assert wt_mock.call_count == 1
+    result = json.loads(wt_mock.call_args_list[0][0][0])
+    assert result['exchange']['name'] == exchange
+    assert result['ticker_interval'] == '15m'
 
 
 def test_download_data_keyboardInterrupt(mocker, caplog, markets):

From e250c56829e74445e6177d4b61c17e57a0af21e0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 29 Jan 2020 21:21:38 +0100
Subject: [PATCH 0352/1106] Add Questionaire workflow

---
 freqtrade/commands/deploy_commands.py | 98 ++++++++++++++++++++++++++-
 requirements-common.txt               |  3 +
 setup.py                              |  2 +
 3 files changed, 101 insertions(+), 2 deletions(-)

diff --git a/freqtrade/commands/deploy_commands.py b/freqtrade/commands/deploy_commands.py
index 87aea7492..670f272ce 100644
--- a/freqtrade/commands/deploy_commands.py
+++ b/freqtrade/commands/deploy_commands.py
@@ -3,11 +3,14 @@ import sys
 from pathlib import Path
 from typing import Any, Dict
 
+from questionary import Separator, prompt
+
 from freqtrade.configuration import setup_utils_configuration
 from freqtrade.configuration.directory_operations import (copy_sample_files,
                                                           create_userdata_dir)
 from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGY
 from freqtrade.exceptions import OperationalException
+from freqtrade.exchange import available_exchanges
 from freqtrade.misc import render_template
 from freqtrade.state import RunMode
 
@@ -117,6 +120,99 @@ def ask_user_config() -> Dict[str, Any]:
     Ask user a few questions to build the configuration.
     :returns: Dict with keys to put into template
     """
+    questions = [
+        {
+            "type": "confirm",
+            "name": "dry_run",
+            "message": "Do you want to enable Dry-run (simulated trades)?",
+            "default": True,
+        },
+        {
+            "type": "text",
+            "name": "stake_currency",
+            "message": "Please insert your stake currency:",
+            "default": 'BTC',
+        },
+        {
+            "type": "text",
+            "name": "stake_amount",
+            "message": "Please insert your stake amount:",
+            "default": "0.01",
+        },
+        {
+            "type": "text",
+            "name": "max_open_trades",
+            "message": "Please insert max_open_trades:",
+            "default": "3",
+        },
+        {
+            "type": "text",
+            "name": "ticker_interval",
+            "message": "Please insert your ticker interval:",
+            "default": "5m",
+        },
+        {
+            "type": "text",
+            "name": "fiat_display_currency",
+            "message": "Please insert your display Currency (for reporting):",
+            "default": 'USD',
+        },
+        {
+            "type": "select",
+            "name": "exchange_name",
+            "message": "Select exchange",
+            "choices": [
+                "bittrex",
+                "binance",
+                "binanceje",
+                "binanceus",
+                "kraken",
+                Separator(),
+                "other",
+            ],
+        },
+        {
+            "type": "autocomplete",
+            "name": "exchange_name",
+            "message": "Type your exchange name (Must be supported by ccxt)",
+            "choices": available_exchanges(),
+            "when": lambda x: x["exchange_name"] == 'other'
+        },
+        {
+            "type": "password",
+            "name": "exchange_key",
+            "message": "Insert Exchange Key",
+            "when": lambda x: not x['dry_run']
+        },
+        {
+            "type": "password",
+            "name": "exchange_secret",
+            "message": "Insert Exchange Secret",
+            "when": lambda x: not x['dry_run']
+        },
+        {
+            "type": "confirm",
+            "name": "telegram",
+            "message": "Do you want to enable Telegram?",
+            "default": False,
+        },
+        {
+            "type": "password",
+            "name": "telegram_token",
+            "message": "Insert Telegram token",
+            "when": lambda x: x['telegram']
+        },
+        {
+            "type": "text",
+            "name": "telegram_chat_id",
+            "message": "Insert Telegram chat id",
+            "when": lambda x: x['telegram']
+        },
+    ]
+    answers = prompt(questions)
+
+    print(answers)
+
     sample_selections = {
         'max_open_trades': 3,
         'stake_currency': 'USDT',
@@ -167,5 +263,3 @@ def start_new_config(args: Dict[str, Any]) -> None:
     selections = ask_user_config()
     config_path = Path(args['config'][0])
     deploy_new_config(config_path, selections)
-
-
diff --git a/requirements-common.txt b/requirements-common.txt
index e4fe54721..80f18892b 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -28,3 +28,6 @@ flask==1.1.1
 
 # Support for colorized terminal output
 colorama==0.4.3
+# Building config files interactively
+questionary==1.5.1
+prompt-toolkit==3.0.3
diff --git a/setup.py b/setup.py
index 7d8d7b68d..63a595f32 100644
--- a/setup.py
+++ b/setup.py
@@ -79,6 +79,8 @@ setup(name='freqtrade',
           'sdnotify',
           'colorama',
           'jinja2',
+          'questionary',
+          'prompt-toolkit',
           # from requirements.txt
           'numpy',
           'pandas',

From 940bfbee96eef00e56d7f5097f1c59099b34bb37 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 29 Jan 2020 21:28:01 +0100
Subject: [PATCH 0353/1106] Move start_config out of build_commands file

---
 freqtrade/commands/__init__.py                |   2 +-
 freqtrade/commands/build_config_commands.py   | 160 ++++++++++++++++++
 freqtrade/commands/deploy_commands.py         | 153 -----------------
 .../subtemplates/exchange_generic.j2          |   2 +-
 tests/commands/test_commands.py               |   2 +-
 5 files changed, 163 insertions(+), 156 deletions(-)
 create mode 100644 freqtrade/commands/build_config_commands.py

diff --git a/freqtrade/commands/__init__.py b/freqtrade/commands/__init__.py
index 81467cf61..6ea325e63 100644
--- a/freqtrade/commands/__init__.py
+++ b/freqtrade/commands/__init__.py
@@ -7,9 +7,9 @@ Note: Be careful with file-scoped imports in these subfiles.
     as they are parsed on startup, nothing containing optional modules should be loaded.
 """
 from freqtrade.commands.arguments import Arguments
+from freqtrade.commands.build_config_commands import start_new_config
 from freqtrade.commands.data_commands import start_download_data
 from freqtrade.commands.deploy_commands import (start_create_userdir,
-                                                start_new_config,
                                                 start_new_hyperopt,
                                                 start_new_strategy)
 from freqtrade.commands.hyperopt_commands import (start_hyperopt_list,
diff --git a/freqtrade/commands/build_config_commands.py b/freqtrade/commands/build_config_commands.py
new file mode 100644
index 000000000..393416f53
--- /dev/null
+++ b/freqtrade/commands/build_config_commands.py
@@ -0,0 +1,160 @@
+import logging
+from pathlib import Path
+from typing import Any, Dict
+
+from questionary import Separator, prompt
+
+from freqtrade.exchange import available_exchanges
+from freqtrade.misc import render_template
+
+logger = logging.getLogger(__name__)
+
+
+def ask_user_config() -> Dict[str, Any]:
+    """
+    Ask user a few questions to build the configuration.
+    :returns: Dict with keys to put into template
+    """
+    questions = [
+        {
+            "type": "confirm",
+            "name": "dry_run",
+            "message": "Do you want to enable Dry-run (simulated trades)?",
+            "default": True,
+        },
+        {
+            "type": "text",
+            "name": "stake_currency",
+            "message": "Please insert your stake currency:",
+            "default": 'BTC',
+        },
+        {
+            "type": "text",
+            "name": "stake_amount",
+            "message": "Please insert your stake amount:",
+            "default": "0.01",
+        },
+        {
+            "type": "text",
+            "name": "max_open_trades",
+            "message": "Please insert max_open_trades:",
+            "default": "3",
+        },
+        {
+            "type": "text",
+            "name": "ticker_interval",
+            "message": "Please insert your ticker interval:",
+            "default": "5m",
+        },
+        {
+            "type": "text",
+            "name": "fiat_display_currency",
+            "message": "Please insert your display Currency (for reporting):",
+            "default": 'USD',
+        },
+        {
+            "type": "select",
+            "name": "exchange_name",
+            "message": "Select exchange",
+            "choices": [
+                "bittrex",
+                "binance",
+                "binanceje",
+                "binanceus",
+                "kraken",
+                Separator(),
+                "other",
+            ],
+        },
+        {
+            "type": "autocomplete",
+            "name": "exchange_name",
+            "message": "Type your exchange name (Must be supported by ccxt)",
+            "choices": available_exchanges(),
+            "when": lambda x: x["exchange_name"] == 'other'
+        },
+        {
+            "type": "password",
+            "name": "exchange_key",
+            "message": "Insert Exchange Key",
+            "when": lambda x: not x['dry_run']
+        },
+        {
+            "type": "password",
+            "name": "exchange_secret",
+            "message": "Insert Exchange Secret",
+            "when": lambda x: not x['dry_run']
+        },
+        {
+            "type": "confirm",
+            "name": "telegram",
+            "message": "Do you want to enable Telegram?",
+            "default": False,
+        },
+        {
+            "type": "password",
+            "name": "telegram_token",
+            "message": "Insert Telegram token",
+            "when": lambda x: x['telegram']
+        },
+        {
+            "type": "text",
+            "name": "telegram_chat_id",
+            "message": "Insert Telegram chat id",
+            "when": lambda x: x['telegram']
+        },
+    ]
+    answers = prompt(questions)
+
+    print(answers)
+
+    sample_selections = {
+        'max_open_trades': 3,
+        'stake_currency': 'USDT',
+        'stake_amount': 100,
+        'fiat_display_currency': 'EUR',
+        'ticker_interval': '15m',
+        'dry_run': True,
+        'exchange_name': 'binance',
+        'exchange_key': 'sampleKey',
+        'exchange_secret': 'Samplesecret',
+        'telegram': False,
+        'telegram_token': 'asdf1244',
+        'telegram_chat_id': '1144444',
+    }
+    return sample_selections
+
+
+def deploy_new_config(config_path: Path, selections: Dict[str, Any]) -> None:
+    """
+    Applies selections to the template and writes the result to config_path
+    :param config_path: Path object for new config file. Should not exist yet
+    :param selecions: Dict containing selections taken by the user.
+    """
+    from jinja2.exceptions import TemplateNotFound
+    try:
+        selections['exchange'] = render_template(
+            templatefile=f"subtemplates/exchange_{selections['exchange_name']}.j2",
+            arguments=selections
+            )
+    except TemplateNotFound:
+        selections['exchange'] = render_template(
+            templatefile=f"subtemplates/exchange_generic.j2",
+            arguments=selections
+        )
+
+    config_text = render_template(templatefile='base_config.json.j2',
+                                  arguments=selections)
+
+    logger.info(f"Writing config to `{config_path}`.")
+    config_path.write_text(config_text)
+
+
+def start_new_config(args: Dict[str, Any]) -> None:
+    """
+    Create a new strategy from a template
+    Asking the user questions to fill out the templateaccordingly.
+    """
+    selections = ask_user_config()
+    config_path = Path(args['config'][0])
+    deploy_new_config(config_path, selections)
diff --git a/freqtrade/commands/deploy_commands.py b/freqtrade/commands/deploy_commands.py
index 670f272ce..99ae63244 100644
--- a/freqtrade/commands/deploy_commands.py
+++ b/freqtrade/commands/deploy_commands.py
@@ -3,14 +3,11 @@ import sys
 from pathlib import Path
 from typing import Any, Dict
 
-from questionary import Separator, prompt
-
 from freqtrade.configuration import setup_utils_configuration
 from freqtrade.configuration.directory_operations import (copy_sample_files,
                                                           create_userdata_dir)
 from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGY
 from freqtrade.exceptions import OperationalException
-from freqtrade.exchange import available_exchanges
 from freqtrade.misc import render_template
 from freqtrade.state import RunMode
 
@@ -113,153 +110,3 @@ def start_new_hyperopt(args: Dict[str, Any]) -> None:
         deploy_new_hyperopt(args['hyperopt'], new_path, args['template'])
     else:
         raise OperationalException("`new-hyperopt` requires --hyperopt to be set.")
-
-
-def ask_user_config() -> Dict[str, Any]:
-    """
-    Ask user a few questions to build the configuration.
-    :returns: Dict with keys to put into template
-    """
-    questions = [
-        {
-            "type": "confirm",
-            "name": "dry_run",
-            "message": "Do you want to enable Dry-run (simulated trades)?",
-            "default": True,
-        },
-        {
-            "type": "text",
-            "name": "stake_currency",
-            "message": "Please insert your stake currency:",
-            "default": 'BTC',
-        },
-        {
-            "type": "text",
-            "name": "stake_amount",
-            "message": "Please insert your stake amount:",
-            "default": "0.01",
-        },
-        {
-            "type": "text",
-            "name": "max_open_trades",
-            "message": "Please insert max_open_trades:",
-            "default": "3",
-        },
-        {
-            "type": "text",
-            "name": "ticker_interval",
-            "message": "Please insert your ticker interval:",
-            "default": "5m",
-        },
-        {
-            "type": "text",
-            "name": "fiat_display_currency",
-            "message": "Please insert your display Currency (for reporting):",
-            "default": 'USD',
-        },
-        {
-            "type": "select",
-            "name": "exchange_name",
-            "message": "Select exchange",
-            "choices": [
-                "bittrex",
-                "binance",
-                "binanceje",
-                "binanceus",
-                "kraken",
-                Separator(),
-                "other",
-            ],
-        },
-        {
-            "type": "autocomplete",
-            "name": "exchange_name",
-            "message": "Type your exchange name (Must be supported by ccxt)",
-            "choices": available_exchanges(),
-            "when": lambda x: x["exchange_name"] == 'other'
-        },
-        {
-            "type": "password",
-            "name": "exchange_key",
-            "message": "Insert Exchange Key",
-            "when": lambda x: not x['dry_run']
-        },
-        {
-            "type": "password",
-            "name": "exchange_secret",
-            "message": "Insert Exchange Secret",
-            "when": lambda x: not x['dry_run']
-        },
-        {
-            "type": "confirm",
-            "name": "telegram",
-            "message": "Do you want to enable Telegram?",
-            "default": False,
-        },
-        {
-            "type": "password",
-            "name": "telegram_token",
-            "message": "Insert Telegram token",
-            "when": lambda x: x['telegram']
-        },
-        {
-            "type": "text",
-            "name": "telegram_chat_id",
-            "message": "Insert Telegram chat id",
-            "when": lambda x: x['telegram']
-        },
-    ]
-    answers = prompt(questions)
-
-    print(answers)
-
-    sample_selections = {
-        'max_open_trades': 3,
-        'stake_currency': 'USDT',
-        'stake_amount': 100,
-        'fiat_display_currency': 'EUR',
-        'ticker_interval': '15m',
-        'dry_run': True,
-        'exchange_name': 'binance',
-        'exchange_key': 'sampleKey',
-        'exchange_secret': 'Samplesecret',
-        'telegram': False,
-        'telegram_token': 'asdf1244',
-        'telegram_chat_id': '1144444',
-    }
-    return sample_selections
-
-
-def deploy_new_config(config_path: Path, selections: Dict[str, Any]) -> None:
-    """
-    Applies selections to the template and writes the result to config_path
-    :param config_path: Path object for new config file. Should not exist yet
-    :param selecions: Dict containing selections taken by the user.
-    """
-    from jinja2.exceptions import TemplateNotFound
-    try:
-        selections['exchange'] = render_template(
-            templatefile=f"subtemplates/exchange_{selections['exchange_name']}.j2",
-            arguments=selections
-            )
-    except TemplateNotFound:
-        selections['exchange'] = render_template(
-            templatefile=f"subtemplates/exchange_generic.j2",
-            arguments=selections
-        )
-
-    config_text = render_template(templatefile='base_config.json.j2',
-                                  arguments=selections)
-
-    logger.info(f"Writing config to `{config_path}`.")
-    config_path.write_text(config_text)
-
-
-def start_new_config(args: Dict[str, Any]) -> None:
-    """
-    Create a new strategy from a template
-    Asking the user questions to fill out the templateaccordingly.
-    """
-    selections = ask_user_config()
-    config_path = Path(args['config'][0])
-    deploy_new_config(config_path, selections)
diff --git a/freqtrade/templates/subtemplates/exchange_generic.j2 b/freqtrade/templates/subtemplates/exchange_generic.j2
index 5d5bee2b2..33309de3b 100644
--- a/freqtrade/templates/subtemplates/exchange_generic.j2
+++ b/freqtrade/templates/subtemplates/exchange_generic.j2
@@ -3,7 +3,7 @@
 "secret": "{{ exchange_secret }}",
 "ccxt_config": {"enableRateLimit": true},
 "ccxt_async_config": {
-    "enableRateLimit": true,
+    "enableRateLimit": true
 },
 "pair_whitelist": [
 
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index 19999f319..51b69449d 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -557,7 +557,7 @@ def test_start_new_config(mocker, caplog, exchange):
         'telegram_token': 'asdf1244',
         'telegram_chat_id': '1144444',
     }
-    mocker.patch('freqtrade.commands.deploy_commands.ask_user_config',
+    mocker.patch('freqtrade.commands.build_config_commands.ask_user_config',
                  return_value=sample_selections)
     args = [
         "new-config",

From 2f0775fa1b6381b163ecd55ba1a0b684a9bbfea8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 29 Jan 2020 21:30:29 +0100
Subject: [PATCH 0354/1106] Extract build-config tests to new file

---
 tests/commands/test_build_config.py | 42 +++++++++++++++++++++++++++++
 tests/commands/test_commands.py     | 40 ++-------------------------
 2 files changed, 44 insertions(+), 38 deletions(-)
 create mode 100644 tests/commands/test_build_config.py

diff --git a/tests/commands/test_build_config.py b/tests/commands/test_build_config.py
new file mode 100644
index 000000000..4114ff489
--- /dev/null
+++ b/tests/commands/test_build_config.py
@@ -0,0 +1,42 @@
+import json
+from pathlib import Path
+from unittest.mock import MagicMock
+
+import pytest
+
+from freqtrade.commands import start_new_config
+from tests.conftest import get_args, log_has_re
+
+
+@pytest.mark.parametrize('exchange', ['bittrex', 'binance', 'kraken', 'ftx'])
+def test_start_new_config(mocker, caplog, exchange):
+    wt_mock = mocker.patch.object(Path, "write_text", MagicMock())
+    mocker.patch.object(Path, "exists", MagicMock(return_value=False))
+    sample_selections = {
+        'max_open_trades': 3,
+        'stake_currency': 'USDT',
+        'stake_amount': 100,
+        'fiat_display_currency': 'EUR',
+        'ticker_interval': '15m',
+        'dry_run': True,
+        'exchange_name': exchange,
+        'exchange_key': 'sampleKey',
+        'exchange_secret': 'Samplesecret',
+        'telegram': False,
+        'telegram_token': 'asdf1244',
+        'telegram_chat_id': '1144444',
+    }
+    mocker.patch('freqtrade.commands.build_config_commands.ask_user_config',
+                 return_value=sample_selections)
+    args = [
+        "new-config",
+        "--config",
+        "coolconfig.json"
+    ]
+    start_new_config(get_args(args))
+
+    assert log_has_re("Writing config to .*", caplog)
+    assert wt_mock.call_count == 1
+    result = json.loads(wt_mock.call_args_list[0][0][0])
+    assert result['exchange']['name'] == exchange
+    assert result['ticker_interval'] == '15m'
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index 51b69449d..65d7f6eaf 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -1,4 +1,3 @@
-import json
 import re
 from pathlib import Path
 from unittest.mock import MagicMock, PropertyMock
@@ -9,9 +8,8 @@ from freqtrade.commands import (start_create_userdir, start_download_data,
                                 start_hyperopt_list, start_hyperopt_show,
                                 start_list_exchanges, start_list_markets,
                                 start_list_strategies, start_list_timeframes,
-                                start_new_config, start_new_hyperopt,
-                                start_new_strategy, start_test_pairlist,
-                                start_trading)
+                                start_new_hyperopt, start_new_strategy,
+                                start_test_pairlist, start_trading)
 from freqtrade.configuration import setup_utils_configuration
 from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
@@ -539,40 +537,6 @@ def test_start_new_hyperopt_no_arg(mocker, caplog):
         start_new_hyperopt(get_args(args))
 
 
-@pytest.mark.parametrize('exchange', ['bittrex', 'binance', 'kraken', 'ftx'])
-def test_start_new_config(mocker, caplog, exchange):
-    wt_mock = mocker.patch.object(Path, "write_text", MagicMock())
-    mocker.patch.object(Path, "exists", MagicMock(return_value=False))
-    sample_selections = {
-        'max_open_trades': 3,
-        'stake_currency': 'USDT',
-        'stake_amount': 100,
-        'fiat_display_currency': 'EUR',
-        'ticker_interval': '15m',
-        'dry_run': True,
-        'exchange_name': exchange,
-        'exchange_key': 'sampleKey',
-        'exchange_secret': 'Samplesecret',
-        'telegram': False,
-        'telegram_token': 'asdf1244',
-        'telegram_chat_id': '1144444',
-    }
-    mocker.patch('freqtrade.commands.build_config_commands.ask_user_config',
-                 return_value=sample_selections)
-    args = [
-        "new-config",
-        "--config",
-        "coolconfig.json"
-    ]
-    start_new_config(get_args(args))
-
-    assert log_has_re("Writing config to .*", caplog)
-    assert wt_mock.call_count == 1
-    result = json.loads(wt_mock.call_args_list[0][0][0])
-    assert result['exchange']['name'] == exchange
-    assert result['ticker_interval'] == '15m'
-
-
 def test_download_data_keyboardInterrupt(mocker, caplog, markets):
     dl_mock = mocker.patch('freqtrade.commands.data_commands.refresh_backtest_ohlcv_data',
                            MagicMock(side_effect=KeyboardInterrupt))

From acbf13e648425987d19654123d7e9d2ae83e8da7 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 29 Jan 2020 21:47:05 +0100
Subject: [PATCH 0355/1106] Fail gracefully if user interrupted question
 session

---
 freqtrade/commands/build_config_commands.py | 24 ++++++---------------
 1 file changed, 7 insertions(+), 17 deletions(-)

diff --git a/freqtrade/commands/build_config_commands.py b/freqtrade/commands/build_config_commands.py
index 393416f53..a6623c3cd 100644
--- a/freqtrade/commands/build_config_commands.py
+++ b/freqtrade/commands/build_config_commands.py
@@ -6,13 +6,14 @@ from questionary import Separator, prompt
 
 from freqtrade.exchange import available_exchanges
 from freqtrade.misc import render_template
-
+from freqtrade.exceptions import OperationalException
 logger = logging.getLogger(__name__)
 
 
 def ask_user_config() -> Dict[str, Any]:
     """
     Ask user a few questions to build the configuration.
+    Interactive questions built using https://github.com/tmbo/questionary
     :returns: Dict with keys to put into template
     """
     questions = [
@@ -106,23 +107,11 @@ def ask_user_config() -> Dict[str, Any]:
     ]
     answers = prompt(questions)
 
-    print(answers)
+    if not answers:
+        # Interrupted questionary sessions return an empty dict.
+        raise OperationalException("User interrupted interactive questions.")
 
-    sample_selections = {
-        'max_open_trades': 3,
-        'stake_currency': 'USDT',
-        'stake_amount': 100,
-        'fiat_display_currency': 'EUR',
-        'ticker_interval': '15m',
-        'dry_run': True,
-        'exchange_name': 'binance',
-        'exchange_key': 'sampleKey',
-        'exchange_secret': 'Samplesecret',
-        'telegram': False,
-        'telegram_token': 'asdf1244',
-        'telegram_chat_id': '1144444',
-    }
-    return sample_selections
+    return answers
 
 
 def deploy_new_config(config_path: Path, selections: Dict[str, Any]) -> None:
@@ -156,5 +145,6 @@ def start_new_config(args: Dict[str, Any]) -> None:
     Asking the user questions to fill out the templateaccordingly.
     """
     selections = ask_user_config()
+
     config_path = Path(args['config'][0])
     deploy_new_config(config_path, selections)

From cebf99b5d890cd2979d5e68816b43d4c999bda7e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 29 Jan 2020 21:59:24 +0100
Subject: [PATCH 0356/1106] Implement validation

---
 freqtrade/commands/build_config_commands.py | 21 ++++++++++++++++++++-
 1 file changed, 20 insertions(+), 1 deletion(-)

diff --git a/freqtrade/commands/build_config_commands.py b/freqtrade/commands/build_config_commands.py
index a6623c3cd..6abacd826 100644
--- a/freqtrade/commands/build_config_commands.py
+++ b/freqtrade/commands/build_config_commands.py
@@ -4,12 +4,29 @@ from typing import Any, Dict
 
 from questionary import Separator, prompt
 
+from freqtrade.constants import UNLIMITED_STAKE_AMOUNT
 from freqtrade.exchange import available_exchanges
 from freqtrade.misc import render_template
 from freqtrade.exceptions import OperationalException
 logger = logging.getLogger(__name__)
 
 
+def validate_is_int(val):
+    try:
+        _ = int(val)
+        return True
+    except Exception:
+        return False
+
+
+def validate_is_float(val):
+    try:
+        _ = float(val)
+        return True
+    except Exception:
+        return False
+
+
 def ask_user_config() -> Dict[str, Any]:
     """
     Ask user a few questions to build the configuration.
@@ -34,12 +51,14 @@ def ask_user_config() -> Dict[str, Any]:
             "name": "stake_amount",
             "message": "Please insert your stake amount:",
             "default": "0.01",
+            "validate": lambda val: val == UNLIMITED_STAKE_AMOUNT or validate_is_float(val),
         },
         {
             "type": "text",
             "name": "max_open_trades",
-            "message": "Please insert max_open_trades:",
+            "message": f"Please insert max_open_trades (Integer or '{UNLIMITED_STAKE_AMOUNT}'):",
             "default": "3",
+            "validate": lambda val: val == UNLIMITED_STAKE_AMOUNT or validate_is_int(val)
         },
         {
             "type": "text",

From 83baa6ee2e2c59a4b97ecf76d091cca2c7389154 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 29 Jan 2020 22:47:15 +0100
Subject: [PATCH 0357/1106] Add test stub

---
 tests/commands/test_build_config.py | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/tests/commands/test_build_config.py b/tests/commands/test_build_config.py
index 4114ff489..46e79b357 100644
--- a/tests/commands/test_build_config.py
+++ b/tests/commands/test_build_config.py
@@ -4,7 +4,8 @@ from unittest.mock import MagicMock
 
 import pytest
 
-from freqtrade.commands import start_new_config
+from freqtrade.commands.build_config_commands import (ask_user_config,
+                                                      start_new_config)
 from tests.conftest import get_args, log_has_re
 
 
@@ -40,3 +41,9 @@ def test_start_new_config(mocker, caplog, exchange):
     result = json.loads(wt_mock.call_args_list[0][0][0])
     assert result['exchange']['name'] == exchange
     assert result['ticker_interval'] == '15m'
+
+
+def test_ask_user_config():
+    # TODO: Implement me
+    pass
+    # assert ask_user_config()

From 4be3f053ca38fc5534a445ac08ff0766708f17df Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 30 Jan 2020 21:42:48 +0100
Subject: [PATCH 0358/1106] Exclude trading against BNB bases on binance

---
 .../templates/subtemplates/exchange_binance.j2      | 13 ++++++++++++-
 1 file changed, 12 insertions(+), 1 deletion(-)

diff --git a/freqtrade/templates/subtemplates/exchange_binance.j2 b/freqtrade/templates/subtemplates/exchange_binance.j2
index 082af45c4..c527d296b 100644
--- a/freqtrade/templates/subtemplates/exchange_binance.j2
+++ b/freqtrade/templates/subtemplates/exchange_binance.j2
@@ -24,5 +24,16 @@
     "XTZ/BTC"
 ],
 "pair_blacklist": [
-    "BNB/BTC"
+    "BNB/BTC",
+    "BNB/BUSD",
+    "BNB/ETH",
+    "BNB/EUR",
+    "BNB/NGN",
+    "BNB/PAX",
+    "BNB/RUB",
+    "BNB/TRY",
+    "BNB/TUSD",
+    "BNB/USDC",
+    "BNB/USDS",
+    "BNB/USDT",
 ]

From e2b3907df58737dd0a28854b8ce3d51452e032b0 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Fri, 31 Jan 2020 04:39:18 +0100
Subject: [PATCH 0359/1106] more consistent backtesting tables and labels

---
 freqtrade/optimize/backtesting.py       | 17 ++++++----
 freqtrade/optimize/optimize_reports.py  | 45 +++++++++++++++++++++----
 tests/optimize/test_optimize_reports.py | 32 +++++++++++-------
 3 files changed, 68 insertions(+), 26 deletions(-)

diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index cdf74f65f..e2ad0f090 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -404,12 +404,12 @@ class Backtesting:
             )
             # Execute backtest and print results
             all_results[self.strategy.get_strategy_name()] = self.backtest(
-                    processed=preprocessed,
-                    stake_amount=self.config['stake_amount'],
-                    start_date=min_date,
-                    end_date=max_date,
-                    max_open_trades=max_open_trades,
-                    position_stacking=position_stacking,
+                processed=preprocessed,
+                stake_amount=self.config['stake_amount'],
+                start_date=min_date,
+                end_date=max_date,
+                max_open_trades=max_open_trades,
+                position_stacking=position_stacking,
             )
 
         for strategy, results in all_results.items():
@@ -426,7 +426,10 @@ class Backtesting:
                                       results=results))
 
             print(' SELL REASON STATS '.center(133, '='))
-            print(generate_text_table_sell_reason(data, results))
+            print(generate_text_table_sell_reason(data,
+                                                  stake_currency=self.config['stake_currency'],
+                                                  max_open_trades=self.config['max_open_trades'],
+                                                  results=results))
 
             print(' LEFT OPEN TRADES REPORT '.center(133, '='))
             print(generate_text_table(data,
diff --git a/freqtrade/optimize/optimize_reports.py b/freqtrade/optimize/optimize_reports.py
index 67056eaa9..6af04d4f2 100644
--- a/freqtrade/optimize/optimize_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -19,9 +19,17 @@ def generate_text_table(data: Dict[str, Dict], stake_currency: str, max_open_tra
 
     floatfmt = ('s', 'd', '.2f', '.2f', '.8f', '.2f', 'd', '.1f', '.1f')
     tabular_data = []
-    headers = ['pair', 'buy count', 'avg profit %', 'cum profit %',
-               f'tot profit {stake_currency}', 'tot profit %', 'avg duration',
-               'profit', 'loss']
+    headers = [
+        'Pair',
+        'Buy Count',
+        'Avg Profit %',
+        'Cum Profit %',
+        f'Tot Profit {stake_currency}',
+        'Tot Profit %',
+        'Avg Duration',
+        'Wins',
+        'Losses'
+    ]
     for pair in data:
         result = results[results.pair == pair]
         if skip_nan and result.profit_abs.isnull().all():
@@ -58,7 +66,9 @@ def generate_text_table(data: Dict[str, Dict], stake_currency: str, max_open_tra
                     floatfmt=floatfmt, tablefmt="pipe")  # type: ignore
 
 
-def generate_text_table_sell_reason(data: Dict[str, Dict], results: DataFrame) -> str:
+def generate_text_table_sell_reason(
+    data: Dict[str, Dict], stake_currency: str, max_open_trades: int, results: DataFrame
+) -> str:
     """
     Generate small table outlining Backtest results
     :param data: Dict of <pair: dataframe> containing data that was used during backtesting.
@@ -66,13 +76,36 @@ def generate_text_table_sell_reason(data: Dict[str, Dict], results: DataFrame) -
     :return: pretty printed table with tabulate as string
     """
     tabular_data = []
-    headers = ['Sell Reason', 'Count', 'Profit', 'Loss', 'Profit %']
+    headers = [
+        "Sell Reason",
+        "Sell Count",
+        "Wins",
+        "Losses",
+        "Avg Profit %",
+        "Cum Profit %",
+        f"Tot Profit {stake_currency}",
+        "Tot Profit %",
+    ]
     for reason, count in results['sell_reason'].value_counts().iteritems():
         result = results.loc[results['sell_reason'] == reason]
         profit = len(result[result['profit_abs'] >= 0])
         loss = len(result[result['profit_abs'] < 0])
         profit_mean = round(result['profit_percent'].mean() * 100.0, 2)
-        tabular_data.append([reason.value, count, profit, loss, profit_mean])
+        profit_sum = round(result["profit_percent"].sum() * 100.0, 2)
+        profit_tot = result["profit_abs"].sum()
+        profit_percent_tot = result["profit_percent"].sum() * 100.0 / max_open_trades
+        tabular_data.append(
+            [
+                reason.value,
+                count,
+                profit,
+                loss,
+                profit_mean,
+                profit_sum,
+                profit_tot,
+                profit_percent_tot,
+            ]
+        )
     return tabulate(tabular_data, headers=headers, tablefmt="pipe")
 
 
diff --git a/tests/optimize/test_optimize_reports.py b/tests/optimize/test_optimize_reports.py
index 518b50d0f..8c1a3619d 100644
--- a/tests/optimize/test_optimize_reports.py
+++ b/tests/optimize/test_optimize_reports.py
@@ -21,14 +21,14 @@ def test_generate_text_table(default_conf, mocker):
     )
 
     result_str = (
-        '| pair    |   buy count |   avg profit % |   cum profit % |   '
-        'tot profit BTC |   tot profit % | avg duration   |   profit |   loss |\n'
-        '|:--------|------------:|---------------:|---------------:|'
-        '-----------------:|---------------:|:---------------|---------:|-------:|\n'
-        '| ETH/BTC |           2 |          15.00 |          30.00 |       '
-        '0.60000000 |          15.00 | 0:20:00        |        2 |      0 |\n'
-        '| TOTAL   |           2 |          15.00 |          30.00 |       '
-        '0.60000000 |          15.00 | 0:20:00        |        2 |      0 |'
+        '| Pair    |   Buy Count |   Avg Profit % |   Cum Profit % |   Tot Profit BTC '
+        '|   Tot Profit % | Avg Duration   |   Wins |   Losses |\n'
+        '|:--------|------------:|---------------:|---------------:|-----------------:'
+        '|---------------:|:---------------|-------:|---------:|\n'
+        '| ETH/BTC |           2 |          15.00 |          30.00 |       0.60000000 '
+        '|          15.00 | 0:20:00        |      2 |        0 |\n'
+        '| TOTAL   |           2 |          15.00 |          30.00 |       0.60000000 '
+        '|          15.00 | 0:20:00        |      2 |        0 |'
     )
     assert generate_text_table(data={'ETH/BTC': {}},
                                stake_currency='BTC', max_open_trades=2,
@@ -50,13 +50,19 @@ def test_generate_text_table_sell_reason(default_conf, mocker):
     )
 
     result_str = (
-        '| Sell Reason   |   Count |   Profit |   Loss |   Profit % |\n'
-        '|:--------------|--------:|---------:|-------:|-----------:|\n'
-        '| roi           |       2 |        2 |      0 |         15 |\n'
-        '| stop_loss     |       1 |        0 |      1 |        -10 |'
+        '| Sell Reason   |   Sell Count |   Wins |   Losses |   Avg Profit % |'
+        '   Cum Profit % |   Tot Profit BTC |   Tot Profit % |\n'
+        '|:--------------|-------------:|-------:|---------:|---------------:|'
+        '---------------:|-----------------:|---------------:|\n'
+        '| roi           |            2 |      2 |        0 |             15 |'
+        '             30 |              0.6 |             15 |\n'
+        '| stop_loss     |            1 |      0 |        1 |            -10 |'
+        '            -10 |             -0.2 |             -5 |'
     )
     assert generate_text_table_sell_reason(
-        data={'ETH/BTC': {}}, results=results) == result_str
+        data={'ETH/BTC': {}},
+        stake_currency='BTC', max_open_trades=2,
+        results=results) == result_str
 
 
 def test_generate_text_table_strategy(default_conf, mocker):

From 907a61152c7be4c1c25c250a7c70bd19e7dae286 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Fri, 31 Jan 2020 04:53:37 +0100
Subject: [PATCH 0360/1106] added rounding to Tot Profit % on Sell Reasosn
 table to be consistent with other percentiles on table.

---
 freqtrade/optimize/optimize_reports.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/optimize/optimize_reports.py b/freqtrade/optimize/optimize_reports.py
index 6af04d4f2..1c558a77c 100644
--- a/freqtrade/optimize/optimize_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -93,7 +93,7 @@ def generate_text_table_sell_reason(
         profit_mean = round(result['profit_percent'].mean() * 100.0, 2)
         profit_sum = round(result["profit_percent"].sum() * 100.0, 2)
         profit_tot = result["profit_abs"].sum()
-        profit_percent_tot = result["profit_percent"].sum() * 100.0 / max_open_trades
+        profit_percent_tot = round(result["profit_percent"].sum() * 100.0 / max_open_trades, 2)
         tabular_data.append(
             [
                 reason.value,

From c396ad4daa5c582141a3088a3d472e083ec9d094 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 31 Jan 2020 20:41:51 +0100
Subject: [PATCH 0361/1106] Align quotes in same area

---
 freqtrade/optimize/optimize_reports.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/optimize/optimize_reports.py b/freqtrade/optimize/optimize_reports.py
index 1c558a77c..c5cd944a1 100644
--- a/freqtrade/optimize/optimize_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -92,8 +92,8 @@ def generate_text_table_sell_reason(
         loss = len(result[result['profit_abs'] < 0])
         profit_mean = round(result['profit_percent'].mean() * 100.0, 2)
         profit_sum = round(result["profit_percent"].sum() * 100.0, 2)
-        profit_tot = result["profit_abs"].sum()
-        profit_percent_tot = round(result["profit_percent"].sum() * 100.0 / max_open_trades, 2)
+        profit_tot = result['profit_abs'].sum()
+        profit_percent_tot = round(result['profit_percent'].sum() * 100.0 / max_open_trades, 2)
         tabular_data.append(
             [
                 reason.value,

From d038bcedb0bd8dee7ae84936a9ff6993d86b4b5b Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Fri, 31 Jan 2020 22:37:05 +0100
Subject: [PATCH 0362/1106] fixed some more line alignments

---
 freqtrade/optimize/backtesting.py | 12 ++++++------
 freqtrade/optimize/hyperopt.py    | 29 +++++++++++++++--------------
 2 files changed, 21 insertions(+), 20 deletions(-)

diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index cdf74f65f..7684c5c90 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -404,12 +404,12 @@ class Backtesting:
             )
             # Execute backtest and print results
             all_results[self.strategy.get_strategy_name()] = self.backtest(
-                    processed=preprocessed,
-                    stake_amount=self.config['stake_amount'],
-                    start_date=min_date,
-                    end_date=max_date,
-                    max_open_trades=max_open_trades,
-                    position_stacking=position_stacking,
+                processed=preprocessed,
+                stake_amount=self.config['stake_amount'],
+                start_date=min_date,
+                end_date=max_date,
+                max_open_trades=max_open_trades,
+                position_stacking=position_stacking,
             )
 
         for strategy, results in all_results.items():
diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 525f491f3..ad8b4f2c8 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -59,6 +59,7 @@ class Hyperopt:
     hyperopt = Hyperopt(config)
     hyperopt.start()
     """
+
     def __init__(self, config: Dict[str, Any]) -> None:
         self.config = config
 
@@ -90,13 +91,13 @@ class Hyperopt:
         # Populate functions here (hasattr is slow so should not be run during "regular" operations)
         if hasattr(self.custom_hyperopt, 'populate_indicators'):
             self.backtesting.strategy.advise_indicators = \
-                    self.custom_hyperopt.populate_indicators  # type: ignore
+                self.custom_hyperopt.populate_indicators  # type: ignore
         if hasattr(self.custom_hyperopt, 'populate_buy_trend'):
             self.backtesting.strategy.advise_buy = \
-                    self.custom_hyperopt.populate_buy_trend  # type: ignore
+                self.custom_hyperopt.populate_buy_trend  # type: ignore
         if hasattr(self.custom_hyperopt, 'populate_sell_trend'):
             self.backtesting.strategy.advise_sell = \
-                    self.custom_hyperopt.populate_sell_trend  # type: ignore
+                self.custom_hyperopt.populate_sell_trend  # type: ignore
 
         # Use max_open_trades for hyperopt as well, except --disable-max-market-positions is set
         if self.config.get('use_max_market_positions', True):
@@ -345,15 +346,15 @@ class Hyperopt:
 
         if self.has_space('roi'):
             self.backtesting.strategy.minimal_roi = \
-                    self.custom_hyperopt.generate_roi_table(params_dict)
+                self.custom_hyperopt.generate_roi_table(params_dict)
 
         if self.has_space('buy'):
             self.backtesting.strategy.advise_buy = \
-                    self.custom_hyperopt.buy_strategy_generator(params_dict)
+                self.custom_hyperopt.buy_strategy_generator(params_dict)
 
         if self.has_space('sell'):
             self.backtesting.strategy.advise_sell = \
-                    self.custom_hyperopt.sell_strategy_generator(params_dict)
+                self.custom_hyperopt.sell_strategy_generator(params_dict)
 
         if self.has_space('stoploss'):
             self.backtesting.strategy.stoploss = params_dict['stoploss']
@@ -372,12 +373,12 @@ class Hyperopt:
         min_date, max_date = get_timerange(processed)
 
         backtesting_results = self.backtesting.backtest(
-                processed=processed,
-                stake_amount=self.config['stake_amount'],
-                start_date=min_date,
-                end_date=max_date,
-                max_open_trades=self.max_open_trades,
-                position_stacking=self.position_stacking,
+            processed=processed,
+            stake_amount=self.config['stake_amount'],
+            start_date=min_date,
+            end_date=max_date,
+            max_open_trades=self.max_open_trades,
+            position_stacking=self.position_stacking,
         )
         return self._get_results_dict(backtesting_results, min_date, max_date,
                                       params_dict, params_details)
@@ -469,8 +470,8 @@ class Hyperopt:
             trials = Hyperopt._read_trials(trials_file)
             if trials[0].get('is_best') is None:
                 raise OperationalException(
-                        "The file with Hyperopt results is incompatible with this version "
-                        "of Freqtrade and cannot be loaded.")
+                    "The file with Hyperopt results is incompatible with this version "
+                    "of Freqtrade and cannot be loaded.")
             logger.info(f"Loaded {len(trials)} previous evaluations from disk.")
         return trials
 

From d69ef4380b273468b20c652fb5e6f3d489fc4dd6 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 1 Feb 2020 13:44:04 +0100
Subject: [PATCH 0363/1106] Add basic documentation for new-config option

---
 docs/utils.md | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/docs/utils.md b/docs/utils.md
index 18deeac54..df2a1c3c3 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -36,6 +36,24 @@ optional arguments:
     └── sample_strategy.py
 ```
 
+## Create new config
+
+Creates a new configuration file, asking some questions which are important selections for a configuration.
+
+
+```
+usage: freqtrade new-config [-h] [-c PATH]
+
+optional arguments:
+  -h, --help            show this help message and exit
+  -c PATH, --config PATH
+                        Specify configuration file (default: `config.json`). Multiple --config options may be used. Can be set to `-`
+                        to read config from stdin.
+```
+
+!!! Warning
+    Only vital questions are asked. Freqtrade offers a lot more configuration possibilities, which are listed in the [Configuration documentation](configuration.md#configuration-parameters)
+
 ## Create new strategy
 
 Creates a new strategy from a template similar to SampleStrategy.

From c40a4d77f8972c80be8be311a9dfd183a1222a64 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 1 Feb 2020 13:46:58 +0100
Subject: [PATCH 0364/1106] Use exchange_mapping to determine correct
 exchange-template

---
 freqtrade/commands/build_config_commands.py | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/freqtrade/commands/build_config_commands.py b/freqtrade/commands/build_config_commands.py
index 6abacd826..e0910e5b7 100644
--- a/freqtrade/commands/build_config_commands.py
+++ b/freqtrade/commands/build_config_commands.py
@@ -5,7 +5,7 @@ from typing import Any, Dict
 from questionary import Separator, prompt
 
 from freqtrade.constants import UNLIMITED_STAKE_AMOUNT
-from freqtrade.exchange import available_exchanges
+from freqtrade.exchange import available_exchanges, MAP_EXCHANGE_CHILDCLASS
 from freqtrade.misc import render_template
 from freqtrade.exceptions import OperationalException
 logger = logging.getLogger(__name__)
@@ -141,8 +141,11 @@ def deploy_new_config(config_path: Path, selections: Dict[str, Any]) -> None:
     """
     from jinja2.exceptions import TemplateNotFound
     try:
+        exchange_template = MAP_EXCHANGE_CHILDCLASS.get(
+            selections['exchange_name'], selections['exchange_name'])
+
         selections['exchange'] = render_template(
-            templatefile=f"subtemplates/exchange_{selections['exchange_name']}.j2",
+            templatefile=f"subtemplates/exchange_{exchange_template}.j2",
             arguments=selections
             )
     except TemplateNotFound:

From 54512a66ef187aedcddc048968f822b515fa510d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 1 Feb 2020 13:52:25 +0100
Subject: [PATCH 0365/1106] Update help-strings for list-utils

---
 docs/utils.md | 51 ++++++++++++++++++++++++++++++++++++++++-----------
 1 file changed, 40 insertions(+), 11 deletions(-)

diff --git a/docs/utils.md b/docs/utils.md
index df2a1c3c3..44cbc35d6 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -197,20 +197,31 @@ All exchanges supported by the ccxt library: _1btcxe, acx, adara, allcoin, anxpr
 Use the `list-timeframes` subcommand to see the list of ticker intervals (timeframes) available for the exchange.
 
 ```
-usage: freqtrade list-timeframes [-h] [--exchange EXCHANGE] [-1]
+usage: freqtrade list-timeframes [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH] [--userdir PATH] [--exchange EXCHANGE] [-1]
 
 optional arguments:
-  -h, --help           show this help message and exit
-  --exchange EXCHANGE  Exchange name (default: `bittrex`). Only valid if no
-                       config is provided.
-  -1, --one-column     Print output in one column.
+  -h, --help            show this help message and exit
+  --exchange EXCHANGE   Exchange name (default: `bittrex`). Only valid if no config is provided.
+  -1, --one-column      Print output in one column.
+
+Common arguments:
+  -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
+  --logfile FILE        Log to the file specified. Special values are: 'syslog', 'journald'. See the documentation for more details.
+  -V, --version         show program's version number and exit
+  -c PATH, --config PATH
+                        Specify configuration file (default: `config.json`). Multiple --config options may be used. Can be set to `-`
+                        to read config from stdin.
+  -d PATH, --datadir PATH
+                        Path to directory with historical backtesting data.
+  --userdir PATH, --user-data-dir PATH
+                        Path to userdata directory.
 
 ```
 
 * Example: see the timeframes for the 'binance' exchange, set in the configuration file:
 
 ```
-$ freqtrade -c config_binance.json list-timeframes
+$ freqtrade list-timeframes -c config_binance.json
 ...
 Timeframes available for the exchange `binance`: 1m, 3m, 5m, 15m, 30m, 1h, 2h, 4h, 6h, 8h, 12h, 1d, 3d, 1w, 1M
 ```
@@ -234,14 +245,16 @@ You can print info about any pair/market with these subcommands - and you can fi
 These subcommands have same usage and same set of available options:
 
 ```
-usage: freqtrade list-markets [-h] [--exchange EXCHANGE] [--print-list]
-                              [--print-json] [-1] [--print-csv]
+usage: freqtrade list-markets [-h] [-v] [--logfile FILE] [-V] [-c PATH]
+                              [-d PATH] [--userdir PATH] [--exchange EXCHANGE]
+                              [--print-list] [--print-json] [-1] [--print-csv]
                               [--base BASE_CURRENCY [BASE_CURRENCY ...]]
                               [--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]]
                               [-a]
 
-usage: freqtrade list-pairs [-h] [--exchange EXCHANGE] [--print-list]
-                            [--print-json] [-1] [--print-csv]
+usage: freqtrade list-pairs [-h] [-v] [--logfile FILE] [-V] [-c PATH]
+                            [-d PATH] [--userdir PATH] [--exchange EXCHANGE]
+                            [--print-list] [--print-json] [-1] [--print-csv]
                             [--base BASE_CURRENCY [BASE_CURRENCY ...]]
                             [--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]] [-a]
 
@@ -260,6 +273,22 @@ optional arguments:
                         Specify quote currency(-ies). Space-separated list.
   -a, --all             Print all pairs or market symbols. By default only
                         active ones are shown.
+
+Common arguments:
+  -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
+  --logfile FILE        Log to the file specified. Special values are:
+                        'syslog', 'journald'. See the documentation for more
+                        details.
+  -V, --version         show program's version number and exit
+  -c PATH, --config PATH
+                        Specify configuration file (default: `config.json`).
+                        Multiple --config options may be used. Can be set to
+                        `-` to read config from stdin.
+  -d PATH, --datadir PATH
+                        Path to directory with historical backtesting data.
+  --userdir PATH, --user-data-dir PATH
+                        Path to userdata directory.
+
 ```
 
 By default, only active pairs/markets are shown. Active pairs/markets are those that can currently be traded
@@ -281,7 +310,7 @@ $ freqtrade list-pairs --quote USD --print-json
 human-readable list with summary:
 
 ```
-$ freqtrade -c config_binance.json list-pairs --all --base BTC ETH --quote USDT USD --print-list
+$ freqtrade list-pairs -c config_binance.json --all --base BTC ETH --quote USDT USD --print-list
 ```
 
 * Print all markets on exchange "Kraken", in the tabular format:

From 8796ecb2a9565e04c336c6e84ac606413c9c8c4c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 1 Feb 2020 13:54:17 +0100
Subject: [PATCH 0366/1106] Ad example for new-config with answered questions

---
 docs/installation.md |  3 ++-
 docs/utils.md        | 15 +++++++++++++++
 2 files changed, 17 insertions(+), 1 deletion(-)

diff --git a/docs/installation.md b/docs/installation.md
index cbe000da4..8d3d2c464 100644
--- a/docs/installation.md
+++ b/docs/installation.md
@@ -31,7 +31,7 @@ Freqtrade provides the Linux/MacOS Easy Installation script to install all depen
 !!! Note
     Windows installation is explained [here](#windows).
 
-The easiest way to install and run Freqtrade is to clone the bot GitHub repository and then run the Easy Installation script, if it's available for your platform.
+The easiest way to install and run Freqtrade is to clone the bot Github repository and then run the Easy Installation script, if it's available for your platform.
 
 !!! Note "Version considerations"
     When cloning the repository the default working branch has the name `develop`. This branch contains all last features (can be considered as relatively stable, thanks to automated tests). The `master` branch contains the code of the last release (done usually once per month on an approximately one week old snapshot of the `develop` branch to prevent packaging bugs, so potentially it's more stable).
@@ -47,6 +47,7 @@ cd freqtrade
 git checkout master  # Optional, see (1)
 ./setup.sh --install
 ```
+
 (1) This command switches the cloned repository to the use of the `master` branch. It's not needed if you wish to stay on the `develop` branch. You may later switch between branches at any time with the `git checkout master`/`git checkout develop` commands.
 
 ## Easy Installation Script (Linux/MacOS)
diff --git a/docs/utils.md b/docs/utils.md
index 44cbc35d6..f77d2c428 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -54,6 +54,21 @@ optional arguments:
 !!! Warning
     Only vital questions are asked. Freqtrade offers a lot more configuration possibilities, which are listed in the [Configuration documentation](configuration.md#configuration-parameters)
 
+### Create config examples
+
+```
+$ freqtrade new-config --config config_binance.json
+
+? Do you want to enable Dry-run (simulated trades)?  Yes
+? Please insert your stake currency: BTC
+? Please insert your stake amount: 0.05
+? Please insert max_open_trades (Integer or 'unlimited'): 5
+? Please insert your ticker interval: 15m
+? Please insert your display Currency (for reporting): USD
+? Select exchange  binance
+? Do you want to enable Telegram?  No
+```
+
 ## Create new strategy
 
 Creates a new strategy from a template similar to SampleStrategy.

From 929bbe3058e5682793126781956095207d04e3c0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 1 Feb 2020 14:01:19 +0100
Subject: [PATCH 0367/1106] Link to docker installation from index.md

---
 docs/index.md | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/docs/index.md b/docs/index.md
index c88c73619..f0ee831e3 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -51,12 +51,15 @@ To run this bot we recommend you a cloud instance with a minimum of:
 
 ### Software requirements
 
+- Docker (Recommended)
+
+Alternatively
+
 - Python 3.6.x
 - pip (pip3)
 - git
 - TA-Lib
 - virtualenv (Recommended)
-- Docker (Recommended)
 
 ## Support
 
@@ -67,4 +70,4 @@ Click [here](https://join.slack.com/t/highfrequencybot/shared_invite/enQtNjU5ODc
 
 ## Ready to try?
 
-Begin by reading our installation guide [here](installation).
+Begin by reading our installation guide [for docker](docker.md), or for [installation without docker](installation.md).

From c224c669784cdf0383fab61380e3b65d8189f95a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 1 Feb 2020 14:06:31 +0100
Subject: [PATCH 0368/1106] Small edits to install.md

---
 docs/installation.md | 14 +++++++++++++-
 1 file changed, 13 insertions(+), 1 deletion(-)

diff --git a/docs/installation.md b/docs/installation.md
index 8d3d2c464..054cafe9b 100644
--- a/docs/installation.md
+++ b/docs/installation.md
@@ -130,6 +130,17 @@ bash setup.sh -i
 
 #### 1. Install TA-Lib
 
+Use the provided ta-lib installation script
+
+```bash
+sudo ./build_helpers/install_ta-lib.sh
+```
+
+!!! Note
+    This will use the ta-lib tar.gz included in this repository.
+
+##### TA-Lib manual installation
+
 Official webpage: https://mrjbq7.github.io/ta-lib/install.html
 
 ```bash
@@ -185,7 +196,8 @@ python3 -m pip install -e .
 # Initialize the user_directory
 freqtrade create-userdir --userdir user_data/
 
-cp config.json.example config.json
+# Create a new configuration file
+freqtrade new-config --config config.json
 ```
 
 > *To edit the config please refer to [Bot Configuration](configuration.md).*

From cfa6a3e3d32d5575299bb346367ec394ff8a1a7c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 1 Feb 2020 14:12:21 +0100
Subject: [PATCH 0369/1106] Don't overwrite files

---
 freqtrade/commands/build_config_commands.py |  6 +++++-
 tests/commands/test_build_config.py         | 12 ++++++++++++
 2 files changed, 17 insertions(+), 1 deletion(-)

diff --git a/freqtrade/commands/build_config_commands.py b/freqtrade/commands/build_config_commands.py
index e0910e5b7..6ba9cf0ac 100644
--- a/freqtrade/commands/build_config_commands.py
+++ b/freqtrade/commands/build_config_commands.py
@@ -166,7 +166,11 @@ def start_new_config(args: Dict[str, Any]) -> None:
     Create a new strategy from a template
     Asking the user questions to fill out the templateaccordingly.
     """
-    selections = ask_user_config()
 
     config_path = Path(args['config'][0])
+    if config_path.exists():
+        raise OperationalException(
+            f"Configuration `{config_path}` already exists. "
+            "Please use another configuration name or delete the existing configuration.")
+    selections = ask_user_config()
     deploy_new_config(config_path, selections)
diff --git a/tests/commands/test_build_config.py b/tests/commands/test_build_config.py
index 46e79b357..b0a048c15 100644
--- a/tests/commands/test_build_config.py
+++ b/tests/commands/test_build_config.py
@@ -6,6 +6,7 @@ import pytest
 
 from freqtrade.commands.build_config_commands import (ask_user_config,
                                                       start_new_config)
+from freqtrade.exceptions import OperationalException
 from tests.conftest import get_args, log_has_re
 
 
@@ -43,6 +44,17 @@ def test_start_new_config(mocker, caplog, exchange):
     assert result['ticker_interval'] == '15m'
 
 
+def test_start_new_config_exists(mocker, caplog):
+    mocker.patch.object(Path, "exists", MagicMock(return_value=True))
+    args = [
+        "new-config",
+        "--config",
+        "coolconfig.json"
+    ]
+    with pytest.raises(OperationalException, match=r"Configuration .* already exists\."):
+        start_new_config(get_args(args))
+
+
 def test_ask_user_config():
     # TODO: Implement me
     pass

From d1a3a2d000f1a2e5600265cc4fcf84287fd0122a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 1 Feb 2020 14:22:40 +0100
Subject: [PATCH 0370/1106] Add tests for build_config

---
 freqtrade/commands/build_config_commands.py | 23 ++++++++++++++++++---
 tests/commands/test_build_config.py         | 12 ++++++++---
 2 files changed, 29 insertions(+), 6 deletions(-)

diff --git a/freqtrade/commands/build_config_commands.py b/freqtrade/commands/build_config_commands.py
index 6ba9cf0ac..838fd510a 100644
--- a/freqtrade/commands/build_config_commands.py
+++ b/freqtrade/commands/build_config_commands.py
@@ -27,6 +27,19 @@ def validate_is_float(val):
         return False
 
 
+def ask_user_overwrite(config_path: Path) -> bool:
+    questions = [
+        {
+            "type": "confirm",
+            "name": "overwrite",
+            "message": f"File {config_path} already exists. Overwrite?",
+            "default": False,
+        },
+    ]
+    answers = prompt(questions)
+    return answers['overwrite']
+
+
 def ask_user_config() -> Dict[str, Any]:
     """
     Ask user a few questions to build the configuration.
@@ -169,8 +182,12 @@ def start_new_config(args: Dict[str, Any]) -> None:
 
     config_path = Path(args['config'][0])
     if config_path.exists():
-        raise OperationalException(
-            f"Configuration `{config_path}` already exists. "
-            "Please use another configuration name or delete the existing configuration.")
+        overwrite = ask_user_overwrite(config_path)
+        if overwrite:
+            config_path.unlink()
+        else:
+            raise OperationalException(
+                f"Configuration `{config_path}` already exists. "
+                "Please use another configuration name or delete the existing configuration.")
     selections = ask_user_config()
     deploy_new_config(config_path, selections)
diff --git a/tests/commands/test_build_config.py b/tests/commands/test_build_config.py
index b0a048c15..8f71c2098 100644
--- a/tests/commands/test_build_config.py
+++ b/tests/commands/test_build_config.py
@@ -1,8 +1,8 @@
-import json
 from pathlib import Path
 from unittest.mock import MagicMock
 
 import pytest
+import rapidjson
 
 from freqtrade.commands.build_config_commands import (ask_user_config,
                                                       start_new_config)
@@ -13,7 +13,10 @@ from tests.conftest import get_args, log_has_re
 @pytest.mark.parametrize('exchange', ['bittrex', 'binance', 'kraken', 'ftx'])
 def test_start_new_config(mocker, caplog, exchange):
     wt_mock = mocker.patch.object(Path, "write_text", MagicMock())
-    mocker.patch.object(Path, "exists", MagicMock(return_value=False))
+    mocker.patch.object(Path, "exists", MagicMock(return_value=True))
+    unlink_mock = mocker.patch.object(Path, "unlink", MagicMock())
+    mocker.patch('freqtrade.commands.build_config_commands.ask_user_overwrite', return_value=True)
+
     sample_selections = {
         'max_open_trades': 3,
         'stake_currency': 'USDT',
@@ -39,13 +42,16 @@ def test_start_new_config(mocker, caplog, exchange):
 
     assert log_has_re("Writing config to .*", caplog)
     assert wt_mock.call_count == 1
-    result = json.loads(wt_mock.call_args_list[0][0][0])
+    assert unlink_mock.call_count == 1
+    result = rapidjson.loads(wt_mock.call_args_list[0][0][0],
+                             parse_mode=rapidjson.PM_COMMENTS | rapidjson.PM_TRAILING_COMMAS)
     assert result['exchange']['name'] == exchange
     assert result['ticker_interval'] == '15m'
 
 
 def test_start_new_config_exists(mocker, caplog):
     mocker.patch.object(Path, "exists", MagicMock(return_value=True))
+    mocker.patch('freqtrade.commands.build_config_commands.ask_user_overwrite', return_value=False)
     args = [
         "new-config",
         "--config",

From 12317b1c535a4ca6b82441896000527c4f69d8cb Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 1 Feb 2020 14:46:43 +0100
Subject: [PATCH 0371/1106] Add some rudimentary tests for questions

---
 tests/commands/test_build_config.py | 59 ++++++++++++++++++++++++++---
 1 file changed, 54 insertions(+), 5 deletions(-)

diff --git a/tests/commands/test_build_config.py b/tests/commands/test_build_config.py
index 8f71c2098..d4ebe1de2 100644
--- a/tests/commands/test_build_config.py
+++ b/tests/commands/test_build_config.py
@@ -5,11 +5,33 @@ import pytest
 import rapidjson
 
 from freqtrade.commands.build_config_commands import (ask_user_config,
-                                                      start_new_config)
+                                                      ask_user_overwrite,
+                                                      start_new_config,
+                                                      validate_is_float,
+                                                      validate_is_int)
 from freqtrade.exceptions import OperationalException
 from tests.conftest import get_args, log_has_re
 
 
+def test_validate_is_float():
+    assert validate_is_float('2.0')
+    assert validate_is_float('2.1')
+    assert validate_is_float('0.1')
+    assert validate_is_float('-0.5')
+    assert not validate_is_float('-0.5e')
+
+
+def test_validate_is_int():
+    assert validate_is_int('2')
+    assert validate_is_int('6')
+    assert validate_is_int('-1')
+    assert validate_is_int('500')
+    assert not validate_is_int('2.0')
+    assert not validate_is_int('2.1')
+    assert not validate_is_int('-2.1')
+    assert not validate_is_int('-ee')
+
+
 @pytest.mark.parametrize('exchange', ['bittrex', 'binance', 'kraken', 'ftx'])
 def test_start_new_config(mocker, caplog, exchange):
     wt_mock = mocker.patch.object(Path, "write_text", MagicMock())
@@ -61,7 +83,34 @@ def test_start_new_config_exists(mocker, caplog):
         start_new_config(get_args(args))
 
 
-def test_ask_user_config():
-    # TODO: Implement me
-    pass
-    # assert ask_user_config()
+def test_ask_user_overwrite(mocker):
+    """
+    Once https://github.com/tmbo/questionary/issues/35 is implemented, improve this test.
+    """
+    prompt_mock = mocker.patch('freqtrade.commands.build_config_commands.prompt',
+                               return_value={'overwrite': False})
+    assert not ask_user_overwrite(Path('test.json'))
+    assert prompt_mock.call_count == 1
+
+    prompt_mock.reset_mock()
+    prompt_mock = mocker.patch('freqtrade.commands.build_config_commands.prompt',
+                               return_value={'overwrite': True})
+    assert ask_user_overwrite(Path('test.json'))
+    assert prompt_mock.call_count == 1
+
+
+def test_ask_user_config(mocker):
+    """
+    Once https://github.com/tmbo/questionary/issues/35 is implemented, improve this test.
+    """
+    prompt_mock = mocker.patch('freqtrade.commands.build_config_commands.prompt',
+                               return_value={'overwrite': False})
+    answers = ask_user_config()
+    assert isinstance(answers, dict)
+    assert prompt_mock.call_count == 1
+
+    prompt_mock = mocker.patch('freqtrade.commands.build_config_commands.prompt',
+                               return_value={})
+
+    with pytest.raises(OperationalException, match=r"User interrupted interactive questions\."):
+        ask_user_config()

From 628b06927c08b043338faa11254305bbce948287 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 1 Feb 2020 14:59:14 +0100
Subject: [PATCH 0372/1106] Support python3.8 virtualenvs and remove config
 generation via SED

---
 setup.sh | 29 +++++++++--------------------
 1 file changed, 9 insertions(+), 20 deletions(-)

diff --git a/setup.sh b/setup.sh
index fb5102e12..bce2e56cf 100755
--- a/setup.sh
+++ b/setup.sh
@@ -17,6 +17,14 @@ function check_installed_python() {
         exit 2
     fi
 
+    which python3.8
+    if [ $? -eq 0 ]; then
+        echo "using Python 3.8"
+        PYTHON=python3.8
+        check_installed_pip
+        return
+    fi
+
     which python3.7
     if [ $? -eq 0 ]; then
         echo "using Python 3.7"
@@ -215,27 +223,8 @@ function config_generator() {
 function config() {
 
     echo "-------------------------"
-    echo "Generating config file"
+    echo "Please use freqtrade new-config -c config.json to generate a new configuration file."
     echo "-------------------------"
-    if [ -f config.json ]
-    then
-    read -p "A config file already exist, do you want to override it [y/N]? "
-    if [[ $REPLY =~ ^[Yy]$ ]]
-    then
-        config_generator
-    else
-        echo "Configuration of config.json ignored."
-    fi
-    else
-        config_generator
-    fi
-
-    echo
-    echo "-------------------------"
-    echo "Config file generated"
-    echo "-------------------------"
-    echo "Edit ./config.json to modify Pair and other configurations."
-    echo
 }
 
 function install() {

From 4459679c6404ac1d6aa58c4543eda7e6f4819a19 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 1 Feb 2020 15:14:44 +0100
Subject: [PATCH 0373/1106] Update dockerfile to 3.8.1

---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index f631d891d..923285f39 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.7.6-slim-stretch
+FROM python:3.8.1-slim-buster
 
 RUN apt-get update \
     && apt-get -y install curl build-essential libssl-dev \

From 321bc336ea7b63064c41a2f3807fe8838331f56f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 1 Feb 2020 15:14:55 +0100
Subject: [PATCH 0374/1106] Run tests against 3.8

---
 .github/workflows/ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 53b2e5440..c838baced 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -18,7 +18,7 @@ jobs:
     strategy:
       matrix:
         os: [ ubuntu-18.04, macos-latest ]
-        python-version: [3.7]
+        python-version: [3.7, 3.8]
 
     steps:
     - uses: actions/checkout@v1

From cbd2b265bbb2eea78ad6ffc6b727e1b733729ce5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 1 Feb 2020 15:16:44 +0100
Subject: [PATCH 0375/1106] Fix small error

---
 freqtrade/commands/arguments.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 504c6b0b5..c8a038328 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -182,7 +182,7 @@ class Arguments:
 
         # add new-config subcommand
         build_config_cmd = subparsers.add_parser('new-config',
-                                                   help="Create new config")
+                                                 help="Create new config")
         build_config_cmd.set_defaults(func=start_new_config)
         self._build_args(optionlist=ARGS_BUILD_CONFIG, parser=build_config_cmd)
 

From f3d500085c0fec96a8ae59bc164e06a55a0beacb Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 2 Feb 2020 07:00:40 +0300
Subject: [PATCH 0376/1106] Add some type hints

---
 freqtrade/commands/data_commands.py           | 10 +++--
 freqtrade/commands/deploy_commands.py         |  4 +-
 freqtrade/commands/plot_commands.py           |  2 +-
 freqtrade/configuration/check_exchange.py     |  2 +-
 .../configuration/deprecated_settings.py      |  4 +-
 .../configuration/directory_operations.py     |  2 +-
 freqtrade/configuration/timerange.py          |  5 ++-
 freqtrade/data/btanalysis.py                  |  7 +--
 freqtrade/data/history.py                     | 12 ++---
 freqtrade/edge/edge_positioning.py            |  4 +-
 freqtrade/exchange/exchange.py                | 45 +++++++++++--------
 freqtrade/freqtradebot.py                     | 16 +++----
 freqtrade/misc.py                             |  9 ++--
 freqtrade/optimize/backtesting.py             | 10 +++--
 freqtrade/optimize/hyperopt.py                | 18 ++++----
 freqtrade/pairlist/IPairList.py               |  5 ++-
 freqtrade/pairlist/PrecisionFilter.py         |  6 +--
 freqtrade/pairlist/PriceFilter.py             |  5 ++-
 freqtrade/pairlist/VolumePairList.py          |  7 +--
 freqtrade/persistence.py                      |  9 ++--
 freqtrade/plot/plotting.py                    |  2 +-
 freqtrade/resolvers/iresolver.py              |  2 +-
 freqtrade/resolvers/strategy_resolver.py      |  7 +--
 freqtrade/rpc/rpc.py                          |  5 ++-
 freqtrade/rpc/rpc_manager.py                  |  2 +-
 freqtrade/strategy/interface.py               |  2 +-
 freqtrade/wallets.py                          | 10 ++---
 freqtrade/worker.py                           |  2 +-
 28 files changed, 114 insertions(+), 100 deletions(-)

diff --git a/freqtrade/commands/data_commands.py b/freqtrade/commands/data_commands.py
index c01772023..aeb598009 100644
--- a/freqtrade/commands/data_commands.py
+++ b/freqtrade/commands/data_commands.py
@@ -1,6 +1,6 @@
 import logging
 import sys
-from typing import Any, Dict, List
+from typing import Any, Dict, List, cast
 
 import arrow
 
@@ -43,16 +43,18 @@ def start_download_data(args: Dict[str, Any]) -> None:
         if config.get('download_trades'):
             pairs_not_available = refresh_backtest_trades_data(
                 exchange, pairs=config["pairs"], datadir=config['datadir'],
-                timerange=timerange, erase=config.get("erase"))
+                timerange=timerange, erase=cast(bool, config.get("erase")))
 
             # Convert downloaded trade data to different timeframes
             convert_trades_to_ohlcv(
                 pairs=config["pairs"], timeframes=config["timeframes"],
-                datadir=config['datadir'], timerange=timerange, erase=config.get("erase"))
+                datadir=config['datadir'], timerange=timerange,
+                erase=cast(bool, config.get("erase")))
         else:
             pairs_not_available = refresh_backtest_ohlcv_data(
                 exchange, pairs=config["pairs"], timeframes=config["timeframes"],
-                datadir=config['datadir'], timerange=timerange, erase=config.get("erase"))
+                datadir=config['datadir'], timerange=timerange,
+                erase=cast(bool, config.get("erase")))
 
     except KeyboardInterrupt:
         sys.exit("SIGINT received, aborting ...")
diff --git a/freqtrade/commands/deploy_commands.py b/freqtrade/commands/deploy_commands.py
index 99ae63244..809740661 100644
--- a/freqtrade/commands/deploy_commands.py
+++ b/freqtrade/commands/deploy_commands.py
@@ -28,7 +28,7 @@ def start_create_userdir(args: Dict[str, Any]) -> None:
         sys.exit(1)
 
 
-def deploy_new_strategy(strategy_name, strategy_path: Path, subtemplate: str):
+def deploy_new_strategy(strategy_name: str, strategy_path: Path, subtemplate: str) -> None:
     """
     Deploy new strategy from template to strategy_path
     """
@@ -69,7 +69,7 @@ def start_new_strategy(args: Dict[str, Any]) -> None:
         raise OperationalException("`new-strategy` requires --strategy to be set.")
 
 
-def deploy_new_hyperopt(hyperopt_name, hyperopt_path: Path, subtemplate: str):
+def deploy_new_hyperopt(hyperopt_name: str, hyperopt_path: Path, subtemplate: str) -> None:
     """
     Deploys a new hyperopt template to hyperopt_path
     """
diff --git a/freqtrade/commands/plot_commands.py b/freqtrade/commands/plot_commands.py
index 028933ba7..5e547acb0 100644
--- a/freqtrade/commands/plot_commands.py
+++ b/freqtrade/commands/plot_commands.py
@@ -5,7 +5,7 @@ from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
 
 
-def validate_plot_args(args: Dict[str, Any]):
+def validate_plot_args(args: Dict[str, Any]) -> None:
     if not args.get('datadir') and not args.get('config'):
         raise OperationalException(
             "You need to specify either `--datadir` or `--config` "
diff --git a/freqtrade/configuration/check_exchange.py b/freqtrade/configuration/check_exchange.py
index 0076b1c5d..92daaf251 100644
--- a/freqtrade/configuration/check_exchange.py
+++ b/freqtrade/configuration/check_exchange.py
@@ -10,7 +10,7 @@ from freqtrade.state import RunMode
 logger = logging.getLogger(__name__)
 
 
-def remove_credentials(config: Dict[str, Any]):
+def remove_credentials(config: Dict[str, Any]) -> None:
     """
     Removes exchange keys from the configuration and specifies dry-run
     Used for backtesting / hyperopt / edge and utils.
diff --git a/freqtrade/configuration/deprecated_settings.py b/freqtrade/configuration/deprecated_settings.py
index 78d8218d4..55497d4f5 100644
--- a/freqtrade/configuration/deprecated_settings.py
+++ b/freqtrade/configuration/deprecated_settings.py
@@ -13,7 +13,7 @@ logger = logging.getLogger(__name__)
 
 def check_conflicting_settings(config: Dict[str, Any],
                                section1: str, name1: str,
-                               section2: str, name2: str):
+                               section2: str, name2: str) -> None:
     section1_config = config.get(section1, {})
     section2_config = config.get(section2, {})
     if name1 in section1_config and name2 in section2_config:
@@ -28,7 +28,7 @@ def check_conflicting_settings(config: Dict[str, Any],
 
 def process_deprecated_setting(config: Dict[str, Any],
                                section1: str, name1: str,
-                               section2: str, name2: str):
+                               section2: str, name2: str) -> None:
     section2_config = config.get(section2, {})
 
     if name2 in section2_config:
diff --git a/freqtrade/configuration/directory_operations.py b/freqtrade/configuration/directory_operations.py
index 43a209483..5f8eb76b0 100644
--- a/freqtrade/configuration/directory_operations.py
+++ b/freqtrade/configuration/directory_operations.py
@@ -23,7 +23,7 @@ def create_datadir(config: Dict[str, Any], datadir: Optional[str] = None) -> Pat
     return folder
 
 
-def create_userdata_dir(directory: str, create_dir=False) -> Path:
+def create_userdata_dir(directory: str, create_dir: bool = False) -> Path:
     """
     Create userdata directory structure.
     if create_dir is True, then the parent-directory will be created if it does not exist.
diff --git a/freqtrade/configuration/timerange.py b/freqtrade/configuration/timerange.py
index a8be873df..3db5f6217 100644
--- a/freqtrade/configuration/timerange.py
+++ b/freqtrade/configuration/timerange.py
@@ -7,6 +7,7 @@ from typing import Optional
 
 import arrow
 
+
 logger = logging.getLogger(__name__)
 
 
@@ -30,7 +31,7 @@ class TimeRange:
         return (self.starttype == other.starttype and self.stoptype == other.stoptype
                 and self.startts == other.startts and self.stopts == other.stopts)
 
-    def subtract_start(self, seconds) -> None:
+    def subtract_start(self, seconds: int) -> None:
         """
         Subtracts <seconds> from startts if startts is set.
         :param seconds: Seconds to subtract from starttime
@@ -59,7 +60,7 @@ class TimeRange:
             self.starttype = 'date'
 
     @staticmethod
-    def parse_timerange(text: Optional[str]):
+    def parse_timerange(text: Optional[str]) -> 'TimeRange':
         """
         Parse the value of the argument --timerange to determine what is the range desired
         :param text: value from --timerange
diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 04b2ca980..c28e462ba 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -3,7 +3,7 @@ Helpers when analyzing backtest data
 """
 import logging
 from pathlib import Path
-from typing import Dict
+from typing import Dict, Union
 
 import numpy as np
 import pandas as pd
@@ -20,7 +20,7 @@ BT_DATA_COLUMNS = ["pair", "profitperc", "open_time", "close_time", "index", "du
                    "open_rate", "close_rate", "open_at_end", "sell_reason"]
 
 
-def load_backtest_data(filename) -> pd.DataFrame:
+def load_backtest_data(filename: Union[Path, str]) -> pd.DataFrame:
     """
     Load backtest data file.
     :param filename: pathlib.Path object, or string pointing to the file.
@@ -151,7 +151,8 @@ def extract_trades_of_period(dataframe: pd.DataFrame, trades: pd.DataFrame) -> p
     return trades
 
 
-def combine_tickers_with_mean(tickers: Dict[str, pd.DataFrame], column: str = "close"):
+def combine_tickers_with_mean(tickers: Dict[str, pd.DataFrame],
+                              column: str = "close") -> pd.DataFrame:
     """
     Combine multiple dataframes "column"
     :param tickers: Dict of Dataframes, dict key should be pair.
diff --git a/freqtrade/data/history.py b/freqtrade/data/history.py
index 30d168f78..d891aa5b0 100644
--- a/freqtrade/data/history.py
+++ b/freqtrade/data/history.py
@@ -86,7 +86,7 @@ def load_tickerdata_file(datadir: Path, pair: str, timeframe: str,
 
 
 def store_tickerdata_file(datadir: Path, pair: str,
-                          timeframe: str, data: list, is_zip: bool = False):
+                          timeframe: str, data: list, is_zip: bool = False) -> None:
     """
     Stores tickerdata to file
     """
@@ -109,7 +109,7 @@ def load_trades_file(datadir: Path, pair: str,
 
 
 def store_trades_file(datadir: Path, pair: str,
-                      data: list, is_zip: bool = True):
+                      data: list, is_zip: bool = True) -> None:
     """
     Stores tickerdata to file
     """
@@ -117,7 +117,7 @@ def store_trades_file(datadir: Path, pair: str,
     misc.file_dump_json(filename, data, is_zip=is_zip)
 
 
-def _validate_pairdata(pair, pairdata, timerange: TimeRange):
+def _validate_pairdata(pair: str, pairdata: List[Dict], timerange: TimeRange) -> None:
     if timerange.starttype == 'date' and pairdata[0][0] > timerange.startts * 1000:
         logger.warning('Missing data at start for pair %s, data starts at %s',
                        pair, arrow.get(pairdata[0][0] // 1000).strftime('%Y-%m-%d %H:%M:%S'))
@@ -331,7 +331,7 @@ def _download_pair_history(datadir: Path,
 
 def refresh_backtest_ohlcv_data(exchange: Exchange, pairs: List[str], timeframes: List[str],
                                 datadir: Path, timerange: Optional[TimeRange] = None,
-                                erase=False) -> List[str]:
+                                erase: bool = False) -> List[str]:
     """
     Refresh stored ohlcv data for backtesting and hyperopt operations.
     Used by freqtrade download-data subcommand.
@@ -401,7 +401,7 @@ def _download_trades_history(datadir: Path,
 
 
 def refresh_backtest_trades_data(exchange: Exchange, pairs: List[str], datadir: Path,
-                                 timerange: TimeRange, erase=False) -> List[str]:
+                                 timerange: TimeRange, erase: bool = False) -> List[str]:
     """
     Refresh stored trades data for backtesting and hyperopt operations.
     Used by freqtrade download-data subcommand.
@@ -428,7 +428,7 @@ def refresh_backtest_trades_data(exchange: Exchange, pairs: List[str], datadir:
 
 
 def convert_trades_to_ohlcv(pairs: List[str], timeframes: List[str],
-                            datadir: Path, timerange: TimeRange, erase=False) -> None:
+                            datadir: Path, timerange: TimeRange, erase: bool = False) -> None:
     """
     Convert stored trades data to ohlcv data
     """
diff --git a/freqtrade/edge/edge_positioning.py b/freqtrade/edge/edge_positioning.py
index 15883357b..1506b4ed5 100644
--- a/freqtrade/edge/edge_positioning.py
+++ b/freqtrade/edge/edge_positioning.py
@@ -1,7 +1,7 @@
 # pragma pylint: disable=W0603
 """ Edge positioning package """
 import logging
-from typing import Any, Dict, NamedTuple
+from typing import Any, Dict, List, NamedTuple
 
 import arrow
 import numpy as np
@@ -181,7 +181,7 @@ class Edge:
                            'strategy stoploss is returned instead.')
             return self.strategy.stoploss
 
-    def adjust(self, pairs) -> list:
+    def adjust(self, pairs: List[str]) -> list:
         """
         Filters out and sorts "pairs" according to Edge calculated pairs
         """
diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 87c189457..f7bfb0ee1 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -24,6 +24,12 @@ from freqtrade.exceptions import (DependencyException, InvalidOrderException,
 from freqtrade.exchange.common import BAD_EXCHANGES, retrier, retrier_async
 from freqtrade.misc import deep_merge_dicts
 
+
+# Should probably use typing.Literal when we switch to python 3.8+
+# CcxtModuleType = Literal[ccxt, ccxt_async]
+CcxtModuleType = Any
+
+
 logger = logging.getLogger(__name__)
 
 
@@ -51,7 +57,7 @@ class Exchange:
     }
     _ft_has: Dict = {}
 
-    def __init__(self, config: dict, validate: bool = True) -> None:
+    def __init__(self, config: Dict[str, Any], validate: bool = True) -> None:
         """
         Initializes this module with the given config,
         it does basic validation whether the specified exchange and pairs are valid.
@@ -135,7 +141,7 @@ class Exchange:
         if self._api_async and inspect.iscoroutinefunction(self._api_async.close):
             asyncio.get_event_loop().run_until_complete(self._api_async.close())
 
-    def _init_ccxt(self, exchange_config: dict, ccxt_module=ccxt,
+    def _init_ccxt(self, exchange_config: Dict[str, Any], ccxt_module: CcxtModuleType = ccxt,
                    ccxt_kwargs: dict = None) -> ccxt.Exchange:
         """
         Initialize ccxt with given config and return valid
@@ -224,13 +230,13 @@ class Exchange:
         markets = self.markets
         return sorted(set([x['quote'] for _, x in markets.items()]))
 
-    def klines(self, pair_interval: Tuple[str, str], copy=True) -> DataFrame:
+    def klines(self, pair_interval: Tuple[str, str], copy: bool = True) -> DataFrame:
         if pair_interval in self._klines:
             return self._klines[pair_interval].copy() if copy else self._klines[pair_interval]
         else:
             return DataFrame()
 
-    def set_sandbox(self, api, exchange_config: dict, name: str):
+    def set_sandbox(self, api: ccxt.Exchange, exchange_config: dict, name: str) -> None:
         if exchange_config.get('sandbox'):
             if api.urls.get('test'):
                 api.urls['api'] = api.urls['test']
@@ -240,7 +246,7 @@ class Exchange:
                                      "Please check your config.json")
                 raise OperationalException(f'Exchange {name} does not provide a sandbox api')
 
-    def _load_async_markets(self, reload=False) -> None:
+    def _load_async_markets(self, reload: bool = False) -> None:
         try:
             if self._api_async:
                 asyncio.get_event_loop().run_until_complete(
@@ -273,7 +279,7 @@ class Exchange:
         except ccxt.BaseError:
             logger.exception("Could not reload markets.")
 
-    def validate_stakecurrency(self, stake_currency) -> None:
+    def validate_stakecurrency(self, stake_currency: str) -> None:
         """
         Checks stake-currency against available currencies on the exchange.
         :param stake_currency: Stake-currency to validate
@@ -319,7 +325,7 @@ class Exchange:
                                f"Please check if you are impacted by this restriction "
                                f"on the exchange and eventually remove {pair} from your whitelist.")
 
-    def get_valid_pair_combination(self, curr_1, curr_2) -> str:
+    def get_valid_pair_combination(self, curr_1: str, curr_2: str) -> str:
         """
         Get valid pair combination of curr_1 and curr_2 by trying both combinations.
         """
@@ -373,7 +379,7 @@ class Exchange:
             raise OperationalException(
                 f'Time in force policies are not supported for {self.name} yet.')
 
-    def validate_required_startup_candles(self, startup_candles) -> None:
+    def validate_required_startup_candles(self, startup_candles: int) -> None:
         """
         Checks if required startup_candles is more than ohlcv_candle_limit.
         Requires a grace-period of 5 candles - so a startup-period up to 494 is allowed by default.
@@ -392,7 +398,7 @@ class Exchange:
         """
         return endpoint in self._api.has and self._api.has[endpoint]
 
-    def amount_to_precision(self, pair, amount: float) -> float:
+    def amount_to_precision(self, pair: str, amount: float) -> float:
         '''
         Returns the amount to buy or sell to a precision the Exchange accepts
         Reimplementation of ccxt internal methods - ensuring we can test the result is correct
@@ -406,7 +412,7 @@ class Exchange:
 
         return amount
 
-    def price_to_precision(self, pair, price: float) -> float:
+    def price_to_precision(self, pair: str, price: float) -> float:
         '''
         Returns the price rounded up to the precision the Exchange accepts.
         Partial Reimplementation of ccxt internal method decimal_to_precision(),
@@ -494,7 +500,7 @@ class Exchange:
             raise OperationalException(e) from e
 
     def buy(self, pair: str, ordertype: str, amount: float,
-            rate: float, time_in_force) -> Dict:
+            rate: float, time_in_force: str) -> Dict:
 
         if self._config['dry_run']:
             dry_order = self.dry_run_order(pair, ordertype, "buy", amount, rate)
@@ -507,7 +513,7 @@ class Exchange:
         return self.create_order(pair, ordertype, 'buy', amount, rate, params)
 
     def sell(self, pair: str, ordertype: str, amount: float,
-             rate: float, time_in_force='gtc') -> Dict:
+             rate: float, time_in_force: str = 'gtc') -> Dict:
 
         if self._config['dry_run']:
             dry_order = self.dry_run_order(pair, ordertype, "sell", amount, rate)
@@ -976,8 +982,8 @@ class Exchange:
             raise OperationalException(e) from e
 
     @retrier
-    def get_fee(self, symbol, type='', side='', amount=1,
-                price=1, taker_or_maker='maker') -> float:
+    def get_fee(self, symbol: str, type: str = '', side: str = '', amount: float = 1,
+                price: float = 1, taker_or_maker: str = 'maker') -> float:
         try:
             # validate that markets are loaded before trying to get fee
             if self._api.markets is None or len(self._api.markets) == 0:
@@ -1000,7 +1006,7 @@ def get_exchange_bad_reason(exchange_name: str) -> str:
     return BAD_EXCHANGES.get(exchange_name, "")
 
 
-def is_exchange_known_ccxt(exchange_name: str, ccxt_module=None) -> bool:
+def is_exchange_known_ccxt(exchange_name: str, ccxt_module: CcxtModuleType = None) -> bool:
     return exchange_name in ccxt_exchanges(ccxt_module)
 
 
@@ -1008,14 +1014,14 @@ def is_exchange_officially_supported(exchange_name: str) -> bool:
     return exchange_name in ['bittrex', 'binance']
 
 
-def ccxt_exchanges(ccxt_module=None) -> List[str]:
+def ccxt_exchanges(ccxt_module: CcxtModuleType = None) -> List[str]:
     """
     Return the list of all exchanges known to ccxt
     """
     return ccxt_module.exchanges if ccxt_module is not None else ccxt.exchanges
 
 
-def available_exchanges(ccxt_module=None) -> List[str]:
+def available_exchanges(ccxt_module: CcxtModuleType = None) -> List[str]:
     """
     Return exchanges available to the bot, i.e. non-bad exchanges in the ccxt list
     """
@@ -1075,7 +1081,8 @@ def timeframe_to_next_date(timeframe: str, date: datetime = None) -> datetime:
     return datetime.fromtimestamp(new_timestamp, tz=timezone.utc)
 
 
-def symbol_is_pair(market_symbol: str, base_currency: str = None, quote_currency: str = None):
+def symbol_is_pair(market_symbol: str, base_currency: str = None,
+                   quote_currency: str = None) -> bool:
     """
     Check if the market symbol is a pair, i.e. that its symbol consists of the base currency and the
     quote currency separated by '/' character. If base_currency and/or quote_currency is passed,
@@ -1088,7 +1095,7 @@ def symbol_is_pair(market_symbol: str, base_currency: str = None, quote_currency
             (symbol_parts[1] == quote_currency if quote_currency else len(symbol_parts[1]) > 0))
 
 
-def market_is_active(market):
+def market_is_active(market: Dict) -> bool:
     """
     Return True if the market is active.
     """
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index aac501054..34dbca38e 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -265,7 +265,7 @@ class FreqtradeBot:
 
         return used_rate
 
-    def get_trade_stake_amount(self, pair) -> float:
+    def get_trade_stake_amount(self, pair: str) -> float:
         """
         Calculate stake amount for the trade
         :return: float: Stake amount
@@ -539,7 +539,7 @@ class FreqtradeBot:
 
         return True
 
-    def _notify_buy(self, trade: Trade, order_type: str):
+    def _notify_buy(self, trade: Trade, order_type: str) -> None:
         """
         Sends rpc notification when a buy occured.
         """
@@ -735,7 +735,7 @@ class FreqtradeBot:
 
         return False
 
-    def handle_trailing_stoploss_on_exchange(self, trade: Trade, order):
+    def handle_trailing_stoploss_on_exchange(self, trade: Trade, order: dict) -> None:
         """
         Check to see if stoploss on exchange should be updated
         in case of trailing stoploss on exchange
@@ -758,10 +758,8 @@ class FreqtradeBot:
                                      f"for pair {trade.pair}")
 
                 # Create new stoploss order
-                if self.create_stoploss_order(trade=trade, stop_price=trade.stop_loss,
-                                              rate=trade.stop_loss):
-                    return False
-                else:
+                if not self.create_stoploss_order(trade=trade, stop_price=trade.stop_loss,
+                                                  rate=trade.stop_loss):
                     logger.warning(f"Could not create trailing stoploss order "
                                    f"for pair {trade.pair}.")
 
@@ -990,7 +988,7 @@ class FreqtradeBot:
 
         self._notify_sell(trade, order_type)
 
-    def _notify_sell(self, trade: Trade, order_type: str):
+    def _notify_sell(self, trade: Trade, order_type: str) -> None:
         """
         Sends rpc notification when a sell occured.
         """
@@ -1031,7 +1029,7 @@ class FreqtradeBot:
 # Common update trade state methods
 #
 
-    def update_trade_state(self, trade, action_order: dict = None):
+    def update_trade_state(self, trade: Trade, action_order: dict = None) -> None:
         """
         Checks trades with open orders and updates the amount if necessary
         """
diff --git a/freqtrade/misc.py b/freqtrade/misc.py
index bcba78cf0..2a981c249 100644
--- a/freqtrade/misc.py
+++ b/freqtrade/misc.py
@@ -6,6 +6,7 @@ import logging
 import re
 from datetime import datetime
 from pathlib import Path
+from typing import Any
 from typing.io import IO
 
 import numpy as np
@@ -40,7 +41,7 @@ def datesarray_to_datetimearray(dates: np.ndarray) -> np.ndarray:
     return dates.dt.to_pydatetime()
 
 
-def file_dump_json(filename: Path, data, is_zip=False) -> None:
+def file_dump_json(filename: Path, data: Any, is_zip: bool = False) -> None:
     """
     Dump JSON data into a file
     :param filename: file to create
@@ -61,7 +62,7 @@ def file_dump_json(filename: Path, data, is_zip=False) -> None:
     logger.debug(f'done json to "{filename}"')
 
 
-def json_load(datafile: IO):
+def json_load(datafile: IO) -> Any:
     """
     load data with rapidjson
     Use this to have a consistent experience,
@@ -125,11 +126,11 @@ def round_dict(d, n):
     return {k: (round(v, n) if isinstance(v, float) else v) for k, v in d.items()}
 
 
-def plural(num, singular: str, plural: str = None) -> str:
+def plural(num: float, singular: str, plural: str = None) -> str:
     return singular if (num == 1 or num == -1) else plural or singular + 's'
 
 
-def render_template(templatefile: str, arguments: dict = {}):
+def render_template(templatefile: str, arguments: dict = {}) -> str:
 
     from jinja2 import Environment, PackageLoader, select_autoescape
 
diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index cdf74f65f..ef493e240 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -9,6 +9,7 @@ from datetime import datetime, timedelta
 from pathlib import Path
 from typing import Any, Dict, List, NamedTuple, Optional
 
+import arrow
 from pandas import DataFrame
 
 from freqtrade.configuration import (TimeRange, remove_credentials,
@@ -24,7 +25,7 @@ from freqtrade.optimize.optimize_reports import (
 from freqtrade.persistence import Trade
 from freqtrade.resolvers import ExchangeResolver, StrategyResolver
 from freqtrade.state import RunMode
-from freqtrade.strategy.interface import IStrategy, SellType
+from freqtrade.strategy.interface import IStrategy, SellCheckTuple, SellType
 
 logger = logging.getLogger(__name__)
 
@@ -148,7 +149,7 @@ class Backtesting:
             logger.info(f'Dumping backtest results to {recordfilename}')
             file_dump_json(recordfilename, records)
 
-    def _get_ticker_list(self, processed) -> Dict[str, DataFrame]:
+    def _get_ticker_list(self, processed: Dict) -> Dict[str, DataFrame]:
         """
         Helper function to convert a processed tickerlist into a list for performance reasons.
 
@@ -175,7 +176,8 @@ class Backtesting:
             ticker[pair] = [x for x in ticker_data.itertuples()]
         return ticker
 
-    def _get_close_rate(self, sell_row, trade: Trade, sell, trade_dur) -> float:
+    def _get_close_rate(self, sell_row, trade: Trade, sell: SellCheckTuple,
+                        trade_dur: int) -> float:
         """
         Get close rate for backtesting result
         """
@@ -280,7 +282,7 @@ class Backtesting:
         return None
 
     def backtest(self, processed: Dict, stake_amount: float,
-                 start_date, end_date,
+                 start_date: arrow.Arrow, end_date: arrow.Arrow,
                  max_open_trades: int = 0, position_stacking: bool = False) -> DataFrame:
         """
         Implement backtesting functionality
diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 525f491f3..841f8b6db 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -117,11 +117,11 @@ class Hyperopt:
         self.print_json = self.config.get('print_json', False)
 
     @staticmethod
-    def get_lock_filename(config) -> str:
+    def get_lock_filename(config: Dict[str, Any]) -> str:
 
         return str(config['user_data_dir'] / 'hyperopt.lock')
 
-    def clean_hyperopt(self):
+    def clean_hyperopt(self) -> None:
         """
         Remove hyperopt pickle files to restart hyperopt.
         """
@@ -158,7 +158,7 @@ class Hyperopt:
                         f"saved to '{self.trials_file}'.")
 
     @staticmethod
-    def _read_trials(trials_file) -> List:
+    def _read_trials(trials_file: Path) -> List:
         """
         Read hyperopt trials file
         """
@@ -189,7 +189,7 @@ class Hyperopt:
         return result
 
     @staticmethod
-    def print_epoch_details(results, total_epochs, print_json: bool,
+    def print_epoch_details(results, total_epochs: int, print_json: bool,
                             no_header: bool = False, header_str: str = None) -> None:
         """
         Display details of the hyperopt result
@@ -218,7 +218,7 @@ class Hyperopt:
             Hyperopt._params_pretty_print(params, 'trailing', "Trailing stop:")
 
     @staticmethod
-    def _params_update_for_json(result_dict, params, space: str):
+    def _params_update_for_json(result_dict, params, space: str) -> None:
         if space in params:
             space_params = Hyperopt._space_params(params, space)
             if space in ['buy', 'sell']:
@@ -235,7 +235,7 @@ class Hyperopt:
                 result_dict.update(space_params)
 
     @staticmethod
-    def _params_pretty_print(params, space: str, header: str):
+    def _params_pretty_print(params, space: str, header: str) -> None:
         if space in params:
             space_params = Hyperopt._space_params(params, space, 5)
             if space == 'stoploss':
@@ -251,7 +251,7 @@ class Hyperopt:
         return round_dict(d, r) if r else d
 
     @staticmethod
-    def is_best_loss(results, current_best_loss) -> bool:
+    def is_best_loss(results, current_best_loss: float) -> bool:
         return results['loss'] < current_best_loss
 
     def print_results(self, results) -> None:
@@ -438,7 +438,7 @@ class Hyperopt:
             random_state=self.random_state,
         )
 
-    def fix_optimizer_models_list(self):
+    def fix_optimizer_models_list(self) -> None:
         """
         WORKAROUND: Since skopt is not actively supported, this resolves problems with skopt
         memory usage, see also: https://github.com/scikit-optimize/scikit-optimize/pull/746
@@ -460,7 +460,7 @@ class Hyperopt:
                         wrap_non_picklable_objects(self.generate_optimizer))(v, i) for v in asked)
 
     @staticmethod
-    def load_previous_results(trials_file) -> List:
+    def load_previous_results(trials_file: Path) -> List:
         """
         Load data for epochs from the file if we have one
         """
diff --git a/freqtrade/pairlist/IPairList.py b/freqtrade/pairlist/IPairList.py
index d722e70f5..1ad4da523 100644
--- a/freqtrade/pairlist/IPairList.py
+++ b/freqtrade/pairlist/IPairList.py
@@ -7,7 +7,7 @@ Provides lists as configured in config.json
 import logging
 from abc import ABC, abstractmethod, abstractproperty
 from copy import deepcopy
-from typing import Dict, List
+from typing import Any, Dict, List
 
 from freqtrade.exchange import market_is_active
 
@@ -16,7 +16,8 @@ logger = logging.getLogger(__name__)
 
 class IPairList(ABC):
 
-    def __init__(self, exchange, pairlistmanager, config, pairlistconfig: dict,
+    def __init__(self, exchange, pairlistmanager,
+                 config: Dict[str, Any], pairlistconfig: Dict[str, Any],
                  pairlist_pos: int) -> None:
         """
         :param exchange: Exchange instance
diff --git a/freqtrade/pairlist/PrecisionFilter.py b/freqtrade/pairlist/PrecisionFilter.py
index 5d364795d..f16458ca5 100644
--- a/freqtrade/pairlist/PrecisionFilter.py
+++ b/freqtrade/pairlist/PrecisionFilter.py
@@ -48,10 +48,10 @@ class PrecisionFilter(IPairList):
         """
         Filters and sorts pairlists and assigns and returns them again.
         """
-        stoploss = None
-        if self._config.get('stoploss') is not None:
+        stoploss = self._config.get('stoploss')
+        if stoploss is not None:
             # Precalculate sanitized stoploss value to avoid recalculation for every pair
-            stoploss = 1 - abs(self._config.get('stoploss'))
+            stoploss = 1 - abs(stoploss)
         # Copy list since we're modifying this list
         for p in deepcopy(pairlist):
             ticker = tickers.get(p)
diff --git a/freqtrade/pairlist/PriceFilter.py b/freqtrade/pairlist/PriceFilter.py
index b3546ebd9..dc02ae251 100644
--- a/freqtrade/pairlist/PriceFilter.py
+++ b/freqtrade/pairlist/PriceFilter.py
@@ -1,6 +1,6 @@
 import logging
 from copy import deepcopy
-from typing import Dict, List
+from typing import Any, Dict, List
 
 from freqtrade.pairlist.IPairList import IPairList
 
@@ -9,7 +9,8 @@ logger = logging.getLogger(__name__)
 
 class PriceFilter(IPairList):
 
-    def __init__(self, exchange, pairlistmanager, config, pairlistconfig: dict,
+    def __init__(self, exchange, pairlistmanager,
+                 config: Dict[str, Any], pairlistconfig: Dict[str, Any],
                  pairlist_pos: int) -> None:
         super().__init__(exchange, pairlistmanager, config, pairlistconfig, pairlist_pos)
 
diff --git a/freqtrade/pairlist/VolumePairList.py b/freqtrade/pairlist/VolumePairList.py
index 4ac9935ba..3b28cb7d1 100644
--- a/freqtrade/pairlist/VolumePairList.py
+++ b/freqtrade/pairlist/VolumePairList.py
@@ -6,7 +6,7 @@ Provides lists as configured in config.json
  """
 import logging
 from datetime import datetime
-from typing import Dict, List
+from typing import Any, Dict, List
 
 from freqtrade.exceptions import OperationalException
 from freqtrade.pairlist.IPairList import IPairList
@@ -18,7 +18,7 @@ SORT_VALUES = ['askVolume', 'bidVolume', 'quoteVolume']
 
 class VolumePairList(IPairList):
 
-    def __init__(self, exchange, pairlistmanager, config, pairlistconfig: dict,
+    def __init__(self, exchange, pairlistmanager, config: Dict[str, Any], pairlistconfig: dict,
                  pairlist_pos: int) -> None:
         super().__init__(exchange, pairlistmanager, config, pairlistconfig, pairlist_pos)
 
@@ -77,7 +77,8 @@ class VolumePairList(IPairList):
         else:
             return pairlist
 
-    def _gen_pair_whitelist(self, pairlist, tickers, base_currency: str, key: str) -> List[str]:
+    def _gen_pair_whitelist(self, pairlist: List[str], tickers: Dict,
+                            base_currency: str, key: str) -> List[str]:
         """
         Updates the whitelist with with a dynamically generated list
         :param base_currency: base currency as str
diff --git a/freqtrade/persistence.py b/freqtrade/persistence.py
index 75116f1e3..5b0046091 100644
--- a/freqtrade/persistence.py
+++ b/freqtrade/persistence.py
@@ -64,11 +64,11 @@ def init(db_url: str, clean_open_orders: bool = False) -> None:
         clean_dry_run_db()
 
 
-def has_column(columns, searchname: str) -> bool:
+def has_column(columns: List, searchname: str) -> bool:
     return len(list(filter(lambda x: x["name"] == searchname, columns))) == 1
 
 
-def get_column_def(columns, column: str, default: str) -> str:
+def get_column_def(columns: List, column: str, default: str) -> str:
     return default if not has_column(columns, column) else column
 
 
@@ -246,14 +246,15 @@ class Trade(_DECL_BASE):
                                       if self.initial_stop_loss_pct else None),
         }
 
-    def adjust_min_max_rates(self, current_price: float):
+    def adjust_min_max_rates(self, current_price: float) -> None:
         """
         Adjust the max_rate and min_rate.
         """
         self.max_rate = max(current_price, self.max_rate or self.open_rate)
         self.min_rate = min(current_price, self.min_rate or self.open_rate)
 
-    def adjust_stop_loss(self, current_price: float, stoploss: float, initial: bool = False):
+    def adjust_stop_loss(self, current_price: float, stoploss: float,
+                         initial: bool = False) -> None:
         """
         This adjusts the stop loss to it's most recently observed setting
         :param current_price: Current rate the asset is traded
diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index 5301d762d..943133ed0 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -370,7 +370,7 @@ def generate_profit_graph(pairs: str, tickers: Dict[str, pd.DataFrame],
     return fig
 
 
-def generate_plot_filename(pair, timeframe) -> str:
+def generate_plot_filename(pair: str, timeframe: str) -> str:
     """
     Generate filenames per pair/timeframe to be used for storing plots
     """
diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index 5a844097c..3aec5f9e9 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -25,7 +25,7 @@ class IResolver:
     initial_search_path: Path
 
     @classmethod
-    def build_search_paths(cls, config, user_subdir: Optional[str] = None,
+    def build_search_paths(cls, config: Dict[str, Any], user_subdir: Optional[str] = None,
                            extra_dir: Optional[str] = None) -> List[Path]:
 
         abs_paths: List[Path] = [cls.initial_search_path]
diff --git a/freqtrade/resolvers/strategy_resolver.py b/freqtrade/resolvers/strategy_resolver.py
index 9e64f38df..015ba24d9 100644
--- a/freqtrade/resolvers/strategy_resolver.py
+++ b/freqtrade/resolvers/strategy_resolver.py
@@ -9,7 +9,7 @@ from base64 import urlsafe_b64decode
 from collections import OrderedDict
 from inspect import getfullargspec
 from pathlib import Path
-from typing import Dict, Optional
+from typing import Any, Dict, Optional
 
 from freqtrade.constants import (REQUIRED_ORDERTIF, REQUIRED_ORDERTYPES,
                                  USERPATH_STRATEGY)
@@ -30,7 +30,7 @@ class StrategyResolver(IResolver):
     initial_search_path = Path(__file__).parent.parent.joinpath('strategy').resolve()
 
     @staticmethod
-    def load_strategy(config: Optional[Dict] = None) -> IStrategy:
+    def load_strategy(config: Dict[str, Any] = None) -> IStrategy:
         """
         Load the custom class from config parameter
         :param config: configuration dictionary or None
@@ -96,7 +96,8 @@ class StrategyResolver(IResolver):
         return strategy
 
     @staticmethod
-    def _override_attribute_helper(strategy, config, attribute: str, default):
+    def _override_attribute_helper(strategy, config: Dict[str, Any],
+                                   attribute: str, default: Any):
         """
         Override attributes in the strategy.
         Prevalence:
diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 41097c211..7f5cfc101 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -139,7 +139,8 @@ class RPC:
                 results.append(trade_dict)
             return results
 
-    def _rpc_status_table(self, stake_currency, fiat_display_currency: str) -> Tuple[List, List]:
+    def _rpc_status_table(self, stake_currency: str,
+                          fiat_display_currency: str) -> Tuple[List, List]:
         trades = Trade.get_open_trades()
         if not trades:
             raise RPCException('no active trade')
@@ -385,7 +386,7 @@ class RPC:
 
         return {'status': 'No more buy will occur from now. Run /reload_conf to reset.'}
 
-    def _rpc_forcesell(self, trade_id) -> Dict[str, str]:
+    def _rpc_forcesell(self, trade_id: str) -> Dict[str, str]:
         """
         Handler for forcesell <id>.
         Sells the given trade at current price
diff --git a/freqtrade/rpc/rpc_manager.py b/freqtrade/rpc/rpc_manager.py
index f687fe4d1..670275991 100644
--- a/freqtrade/rpc/rpc_manager.py
+++ b/freqtrade/rpc/rpc_manager.py
@@ -61,7 +61,7 @@ class RPCManager:
             except NotImplementedError:
                 logger.error(f"Message type {msg['type']} not implemented by handler {mod.name}.")
 
-    def startup_messages(self, config, pairlist) -> None:
+    def startup_messages(self, config: Dict[str, Any], pairlist) -> None:
         if config['dry_run']:
             self.send_msg({
                 'type': RPCMessageType.WARNING_NOTIFICATION,
diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index 27bc8280e..6e15c5183 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -180,7 +180,7 @@ class IStrategy(ABC):
         if pair not in self._pair_locked_until or self._pair_locked_until[pair] < until:
             self._pair_locked_until[pair] = until
 
-    def unlock_pair(self, pair) -> None:
+    def unlock_pair(self, pair: str) -> None:
         """
         Unlocks a pair previously locked using lock_pair.
         Not used by freqtrade itself, but intended to be used if users lock pairs
diff --git a/freqtrade/wallets.py b/freqtrade/wallets.py
index c52767162..dd5e34fe6 100644
--- a/freqtrade/wallets.py
+++ b/freqtrade/wallets.py
@@ -30,24 +30,21 @@ class Wallets:
         self._last_wallet_refresh = 0
         self.update()
 
-    def get_free(self, currency) -> float:
-
+    def get_free(self, currency: str) -> float:
         balance = self._wallets.get(currency)
         if balance and balance.free:
             return balance.free
         else:
             return 0
 
-    def get_used(self, currency) -> float:
-
+    def get_used(self, currency: str) -> float:
         balance = self._wallets.get(currency)
         if balance and balance.used:
             return balance.used
         else:
             return 0
 
-    def get_total(self, currency) -> float:
-
+    def get_total(self, currency: str) -> float:
         balance = self._wallets.get(currency)
         if balance and balance.total:
             return balance.total
@@ -87,7 +84,6 @@ class Wallets:
         self._wallets = _wallets
 
     def _update_live(self) -> None:
-
         balances = self._exchange.get_balances()
 
         for currency in balances:
diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index 6da04b4a2..64cc97026 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -22,7 +22,7 @@ class Worker:
     Freqtradebot worker class
     """
 
-    def __init__(self, args: Dict[str, Any], config=None) -> None:
+    def __init__(self, args: Dict[str, Any], config: Dict[str, Any] = None) -> None:
         """
         Init all variables and objects the bot needs to work
         """

From 3499f1b85c883a4ff0298d8d83de158a43d158ec Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sun, 2 Feb 2020 08:47:33 +0100
Subject: [PATCH 0377/1106] better readability and more consistent with daily
 sharpe loss method

---
 freqtrade/optimize/hyperopt_loss_sharpe.py | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/freqtrade/optimize/hyperopt_loss_sharpe.py b/freqtrade/optimize/hyperopt_loss_sharpe.py
index 5631a75de..a4ec6f90a 100644
--- a/freqtrade/optimize/hyperopt_loss_sharpe.py
+++ b/freqtrade/optimize/hyperopt_loss_sharpe.py
@@ -28,18 +28,19 @@ class SharpeHyperOptLoss(IHyperOptLoss):
 
         Uses Sharpe Ratio calculation.
         """
-        total_profit = results.profit_percent
+        total_profit = results["profit_percent"]
         days_period = (max_date - min_date).days
 
         # adding slippage of 0.1% per trade
         total_profit = total_profit - 0.0005
-        expected_yearly_return = total_profit.sum() / days_period
+        expected_returns_mean = total_profit.sum() / days_period
+        up_stdev = np.std(total_profit)
 
         if (np.std(total_profit) != 0.):
-            sharp_ratio = expected_yearly_return / np.std(total_profit) * np.sqrt(365)
+            sharp_ratio = expected_returns_mean / up_stdev * np.sqrt(365)
         else:
             # Define high (negative) sharpe ratio to be clear that this is NOT optimal.
             sharp_ratio = -20.
 
-        # print(expected_yearly_return, np.std(total_profit), sharp_ratio)
+        # print(expected_returns_mean, up_stdev, sharp_ratio)
         return -sharp_ratio

From d64751687b50e97d3b31d1262f7aeef49fc7aab7 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 2 Feb 2020 10:47:44 +0100
Subject: [PATCH 0378/1106] Fix link and lowercase variable

---
 docs/exchanges.md             | 2 +-
 freqtrade/exchange/binance.py | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/exchanges.md b/docs/exchanges.md
index 18a9f1cba..3c861ce44 100644
--- a/docs/exchanges.md
+++ b/docs/exchanges.md
@@ -23,7 +23,7 @@ Binance has been split into 3, and users must use the correct ccxt exchange ID f
 ## Kraken
 
 !!! Tip "Stoploss on Exchange"
-    Kraken supports `stoploss_on_exchange` and uses stop-loss-market orders. It provides great advantages, so we recommend to benefit from it, however since the resulting order is a stoploss-market order, sell-rates are not guaranteed, which makes this feature less secure than on other exchanges. This limitation is based on kraken's policy [source](https://blog.kraken.com/post/1494/kraken-enables-advanced-orders-and-adds-10-currency-pairs/) and [source2](https://blog.kraken.com/post/1494/kraken-enables-advanced-orders-and-adds-10-currency-pairs/) - which has stoploss-limit orders disabled.
+    Kraken supports `stoploss_on_exchange` and uses stop-loss-market orders. It provides great advantages, so we recommend to benefit from it, however since the resulting order is a stoploss-market order, sell-rates are not guaranteed, which makes this feature less secure than on other exchanges. This limitation is based on kraken's policy [source](https://blog.kraken.com/post/1234/announcement-delisting-pairs-and-temporary-suspension-of-advanced-order-types/) and [source2](https://blog.kraken.com/post/1494/kraken-enables-advanced-orders-and-adds-10-currency-pairs/) - which has stoploss-limit orders disabled.
 
 ### Historic Kraken data
 
diff --git a/freqtrade/exchange/binance.py b/freqtrade/exchange/binance.py
index 45102359d..875628af9 100644
--- a/freqtrade/exchange/binance.py
+++ b/freqtrade/exchange/binance.py
@@ -46,8 +46,8 @@ class Binance(Exchange):
         It may work with a limited number of other exchanges, but this has not been tested yet.
         """
         # Limit price threshold: As limit price should always be below stop-price
-        LIMIT_PRICE_PCT = order_types.get('stoploss_on_exchange_limit_ratio', 0.99)
-        rate = stop_price * LIMIT_PRICE_PCT
+        limit_price_pct = order_types.get('stoploss_on_exchange_limit_ratio', 0.99)
+        rate = stop_price * limit_price_pct
 
         ordertype = "stop_loss_limit"
 

From aeabe1800bd2dbe924f454a0a5121bfb81987b9b Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sun, 2 Feb 2020 10:49:00 +0100
Subject: [PATCH 0379/1106] modified two lines from logger.info to logger.debug
 cause they're too spammy

---
 freqtrade/freqtradebot.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index aac501054..7d13eacd6 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -627,7 +627,7 @@ class FreqtradeBot:
                 self.dataprovider.ohlcv(trade.pair, self.strategy.ticker_interval))
 
         if config_ask_strategy.get('use_order_book', False):
-            logger.info('Using order book for selling...')
+            logger.debug(f'Using order book for selling {trade.pair}...')
             # logger.debug('Order book %s',orderBook)
             order_book_min = config_ask_strategy.get('order_book_min', 1)
             order_book_max = config_ask_strategy.get('order_book_max', 1)
@@ -636,7 +636,7 @@ class FreqtradeBot:
 
             for i in range(order_book_min, order_book_max + 1):
                 order_book_rate = order_book['asks'][i - 1][0]
-                logger.info('  order book asks top %s: %0.8f', i, order_book_rate)
+                logger.debug('  order book asks top %s: %0.8f', i, order_book_rate)
                 sell_rate = order_book_rate
 
                 if self._check_and_execute_sell(trade, sell_rate, buy, sell):

From a5e670b4023c2ae50a3441714d607f84ce8b0010 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 2 Feb 2020 18:07:21 +0300
Subject: [PATCH 0380/1106] Add USERPATH_NOTEBOOKS

---
 freqtrade/constants.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 53bc4af53..23a60ed0e 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -23,6 +23,7 @@ MATH_CLOSE_PREC = 1e-14  # Precision used for float comparisons
 
 USERPATH_HYPEROPTS = 'hyperopts'
 USERPATH_STRATEGY = 'strategies'
+USERPATH_NOTEBOOKS = 'notebooks'
 
 # Soure files with destination directories within user-directory
 USER_DATA_FILES = {
@@ -30,7 +31,7 @@ USER_DATA_FILES = {
     'sample_hyperopt_advanced.py': USERPATH_HYPEROPTS,
     'sample_hyperopt_loss.py': USERPATH_HYPEROPTS,
     'sample_hyperopt.py': USERPATH_HYPEROPTS,
-    'strategy_analysis_example.ipynb': 'notebooks',
+    'strategy_analysis_example.ipynb': USERPATH_NOTEBOOKS,
 }
 
 SUPPORTED_FIAT = [

From 3fe39a3e1b3e494cd8ebaff1718e809845a324de Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 2 Feb 2020 18:12:23 +0300
Subject: [PATCH 0381/1106] Rename constant

---
 freqtrade/commands/deploy_commands.py    | 4 ++--
 freqtrade/commands/list_commands.py      | 4 ++--
 freqtrade/constants.py                   | 4 ++--
 freqtrade/resolvers/strategy_resolver.py | 6 +++---
 4 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/freqtrade/commands/deploy_commands.py b/freqtrade/commands/deploy_commands.py
index 99ae63244..e0935f0e5 100644
--- a/freqtrade/commands/deploy_commands.py
+++ b/freqtrade/commands/deploy_commands.py
@@ -6,7 +6,7 @@ from typing import Any, Dict
 from freqtrade.configuration import setup_utils_configuration
 from freqtrade.configuration.directory_operations import (copy_sample_files,
                                                           create_userdata_dir)
-from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGY
+from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGIES
 from freqtrade.exceptions import OperationalException
 from freqtrade.misc import render_template
 from freqtrade.state import RunMode
@@ -57,7 +57,7 @@ def start_new_strategy(args: Dict[str, Any]) -> None:
         if args["strategy"] == "DefaultStrategy":
             raise OperationalException("DefaultStrategy is not allowed as name.")
 
-        new_path = config['user_data_dir'] / USERPATH_STRATEGY / (args["strategy"] + ".py")
+        new_path = config['user_data_dir'] / USERPATH_STRATEGIES / (args["strategy"] + ".py")
 
         if new_path.exists():
             raise OperationalException(f"`{new_path}` already exists. "
diff --git a/freqtrade/commands/list_commands.py b/freqtrade/commands/list_commands.py
index 022822782..9fe66783d 100644
--- a/freqtrade/commands/list_commands.py
+++ b/freqtrade/commands/list_commands.py
@@ -9,7 +9,7 @@ import rapidjson
 from tabulate import tabulate
 
 from freqtrade.configuration import setup_utils_configuration
-from freqtrade.constants import USERPATH_STRATEGY
+from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGIES
 from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import (available_exchanges, ccxt_exchanges,
                                 market_is_active, symbol_is_pair)
@@ -42,7 +42,7 @@ def start_list_strategies(args: Dict[str, Any]) -> None:
     """
     config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
 
-    directory = Path(config.get('strategy_path', config['user_data_dir'] / USERPATH_STRATEGY))
+    directory = Path(config.get('strategy_path', config['user_data_dir'] / USERPATH_STRATEGIES))
     strategies = StrategyResolver.search_all_objects(directory)
     # Sort alphabetically
     strategies = sorted(strategies, key=lambda x: x['name'])
diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 23a60ed0e..efdd6cc0e 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -22,12 +22,12 @@ DRY_RUN_WALLET = 1000
 MATH_CLOSE_PREC = 1e-14  # Precision used for float comparisons
 
 USERPATH_HYPEROPTS = 'hyperopts'
-USERPATH_STRATEGY = 'strategies'
+USERPATH_STRATEGIES = 'strategies'
 USERPATH_NOTEBOOKS = 'notebooks'
 
 # Soure files with destination directories within user-directory
 USER_DATA_FILES = {
-    'sample_strategy.py': USERPATH_STRATEGY,
+    'sample_strategy.py': USERPATH_STRATEGIES,
     'sample_hyperopt_advanced.py': USERPATH_HYPEROPTS,
     'sample_hyperopt_loss.py': USERPATH_HYPEROPTS,
     'sample_hyperopt.py': USERPATH_HYPEROPTS,
diff --git a/freqtrade/resolvers/strategy_resolver.py b/freqtrade/resolvers/strategy_resolver.py
index 9e64f38df..7f28bd2e6 100644
--- a/freqtrade/resolvers/strategy_resolver.py
+++ b/freqtrade/resolvers/strategy_resolver.py
@@ -12,7 +12,7 @@ from pathlib import Path
 from typing import Dict, Optional
 
 from freqtrade.constants import (REQUIRED_ORDERTIF, REQUIRED_ORDERTYPES,
-                                 USERPATH_STRATEGY)
+                                 USERPATH_STRATEGIES)
 from freqtrade.exceptions import OperationalException
 from freqtrade.resolvers import IResolver
 from freqtrade.strategy.interface import IStrategy
@@ -26,7 +26,7 @@ class StrategyResolver(IResolver):
     """
     object_type = IStrategy
     object_type_str = "Strategy"
-    user_subdir = USERPATH_STRATEGY
+    user_subdir = USERPATH_STRATEGIES
     initial_search_path = Path(__file__).parent.parent.joinpath('strategy').resolve()
 
     @staticmethod
@@ -140,7 +140,7 @@ class StrategyResolver(IResolver):
         """
 
         abs_paths = StrategyResolver.build_search_paths(config,
-                                                        user_subdir=USERPATH_STRATEGY,
+                                                        user_subdir=USERPATH_STRATEGIES,
                                                         extra_dir=extra_dir)
 
         if ":" in strategy_name:

From 857eb5ff6994cd3a5c8765cf6d43b5b01be1dc3c Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 2 Feb 2020 18:48:29 +0300
Subject: [PATCH 0382/1106] Add list-hyperopts command

---
 freqtrade/commands/__init__.py      |  1 +
 freqtrade/commands/arguments.py     | 18 +++++++++++++++---
 freqtrade/commands/list_commands.py | 22 +++++++++++++++++++++-
 3 files changed, 37 insertions(+), 4 deletions(-)

diff --git a/freqtrade/commands/__init__.py b/freqtrade/commands/__init__.py
index 990c1107a..17723715e 100644
--- a/freqtrade/commands/__init__.py
+++ b/freqtrade/commands/__init__.py
@@ -14,6 +14,7 @@ from freqtrade.commands.deploy_commands import (start_create_userdir,
 from freqtrade.commands.hyperopt_commands import (start_hyperopt_list,
                                                   start_hyperopt_show)
 from freqtrade.commands.list_commands import (start_list_exchanges,
+                                              start_list_hyperopts,
                                               start_list_markets,
                                               start_list_strategies,
                                               start_list_timeframes)
diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 724814554..0995c89c4 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -32,6 +32,8 @@ ARGS_EDGE = ARGS_COMMON_OPTIMIZE + ["stoploss_range"]
 
 ARGS_LIST_STRATEGIES = ["strategy_path", "print_one_column"]
 
+ARGS_LIST_HYPEROPTS = ["hyperopt_path", "print_one_column"]
+
 ARGS_LIST_EXCHANGES = ["print_one_column", "list_exchanges_all"]
 
 ARGS_LIST_TIMEFRAMES = ["exchange", "print_one_column"]
@@ -132,9 +134,10 @@ class Arguments:
 
         from freqtrade.commands import (start_create_userdir, start_download_data,
                                         start_hyperopt_list, start_hyperopt_show,
-                                        start_list_exchanges, start_list_markets,
-                                        start_list_strategies, start_new_hyperopt,
-                                        start_new_strategy, start_list_timeframes,
+                                        start_list_exchanges, start_list_hyperopts,
+                                        start_list_markets, start_list_strategies,
+                                        start_list_timeframes,
+                                        start_new_hyperopt, start_new_strategy,
                                         start_plot_dataframe, start_plot_profit,
                                         start_backtesting, start_hyperopt, start_edge,
                                         start_test_pairlist, start_trading)
@@ -198,6 +201,15 @@ class Arguments:
         list_strategies_cmd.set_defaults(func=start_list_strategies)
         self._build_args(optionlist=ARGS_LIST_STRATEGIES, parser=list_strategies_cmd)
 
+        # Add list-hyperopts subcommand
+        list_hyperopts_cmd = subparsers.add_parser(
+            'list-hyperopts',
+            help='Print available hyperopt classes.',
+            parents=[_common_parser],
+        )
+        list_hyperopts_cmd.set_defaults(func=start_list_hyperopts)
+        self._build_args(optionlist=ARGS_LIST_HYPEROPTS, parser=list_hyperopts_cmd)
+
         # Add list-exchanges subcommand
         list_exchanges_cmd = subparsers.add_parser(
             'list-exchanges',
diff --git a/freqtrade/commands/list_commands.py b/freqtrade/commands/list_commands.py
index 9fe66783d..f2b6bf995 100644
--- a/freqtrade/commands/list_commands.py
+++ b/freqtrade/commands/list_commands.py
@@ -38,7 +38,7 @@ def start_list_exchanges(args: Dict[str, Any]) -> None:
 
 def start_list_strategies(args: Dict[str, Any]) -> None:
     """
-    Print Strategies available in a directory
+    Print files with Strategy custom classes available in the directory
     """
     config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
 
@@ -54,6 +54,26 @@ def start_list_strategies(args: Dict[str, Any]) -> None:
         print(tabulate(strats_to_print, headers='keys', tablefmt='pipe'))
 
 
+def start_list_hyperopts(args: Dict[str, Any]) -> None:
+    """
+    Print files with HyperOpt custom classes available in the directory
+    """
+    from freqtrade.resolvers.hyperopt_resolver import HyperOptResolver
+
+    config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
+
+    directory = Path(config.get('hyperopt_path', config['user_data_dir'] / USERPATH_HYPEROPTS))
+    hyperopts = HyperOptResolver.search_all_objects(directory)
+    # Sort alphabetically
+    hyperopts = sorted(hyperopts, key=lambda x: x['name'])
+    hyperopts_to_print = [{'name': s['name'], 'location': s['location'].name} for s in hyperopts]
+
+    if args['print_one_column']:
+        print('\n'.join([s['name'] for s in hyperopts]))
+    else:
+        print(tabulate(hyperopts_to_print, headers='keys', tablefmt='pipe'))
+
+
 def start_list_timeframes(args: Dict[str, Any]) -> None:
     """
     Print ticker intervals (timeframes) available on Exchange

From 505648fb661ea792d555ece1355e241079e9af82 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 2 Feb 2020 18:56:54 +0300
Subject: [PATCH 0383/1106] Adjust docs

---
 docs/utils.md | 51 ++++++++++++++++++++++++++++++++++++++++++++++-----
 1 file changed, 46 insertions(+), 5 deletions(-)

diff --git a/docs/utils.md b/docs/utils.md
index 18deeac54..b0559f9cc 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -108,9 +108,9 @@ With custom user directory
 freqtrade new-hyperopt --userdir ~/.freqtrade/ --hyperopt AwesomeHyperopt
 ```
 
-## List Strategies
+## List Strategies and List Hyperopts
 
-Use the `list-strategies` subcommand to see all strategies in one particular directory.
+Use the `list-strategies` subcommand to see all strategies in one particular directory and the `list-hyperopts` subcommand to list custom Hyperopts.
 
 ```
 freqtrade list-strategies --help
@@ -133,22 +133,63 @@ Common arguments:
   --userdir PATH, --user-data-dir PATH
                         Path to userdata directory.
 ```
+```
+freqtrade list-hyperopts --help
+usage: freqtrade list-hyperopts [-h] [-v] [--logfile FILE] [-V] [-c PATH]
+                                [-d PATH] [--userdir PATH]
+                                [--hyperopt-path PATH] [-1]
+
+optional arguments:
+  -h, --help            show this help message and exit
+  --hyperopt-path PATH  Specify additional lookup path for Hyperopt and
+                        Hyperopt Loss functions.
+  -1, --one-column      Print output in one column.
+
+Common arguments:
+  -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
+  --logfile FILE        Log to the file specified. Special values are:
+                        'syslog', 'journald'. See the documentation for more
+                        details.
+  -V, --version         show program's version number and exit
+  -c PATH, --config PATH
+                        Specify configuration file (default: `config.json`).
+                        Multiple --config options may be used. Can be set to
+                        `-` to read config from stdin.
+  -d PATH, --datadir PATH
+                        Path to directory with historical backtesting data.
+  --userdir PATH, --user-data-dir PATH
+                        Path to userdata directory.
+```
 
 !!! Warning
-    Using this command will try to load all python files from a directory. This can be a security risk if untrusted files reside in this directory, since all module-level code is executed.
+    Using these commands will try to load all python files from a directory. This can be a security risk if untrusted files reside in this directory, since all module-level code is executed.
 
-Example: search default strategy directory within userdir
+Example: Search default strategies and hyperopts directories (within the default userdir).
+
+``` bash
+freqtrade list-strategies
+freqtrade list-hyperopts
+```
+
+Example: Search strategies and hyperopts directory within the userdir.
 
 ``` bash
 freqtrade list-strategies --userdir ~/.freqtrade/
+freqtrade list-hyperopts --userdir ~/.freqtrade/
 ```
 
-Example: search dedicated strategy path
+Example: Search dedicated strategy path.
 
 ``` bash
 freqtrade list-strategies --strategy-path ~/.freqtrade/strategies/
 ```
 
+Example: Search dedicated hyperopt path.
+
+``` bash
+freqtrade list-hyperopt --hyperopt-path ~/.freqtrade/hyperopts/
+```
+
 ## List Exchanges
 
 Use the `list-exchanges` subcommand to see the exchanges available for the bot.

From cd0534efcc1a0fa7d748508d22fff7972b643be2 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 2 Feb 2020 19:13:17 +0300
Subject: [PATCH 0384/1106] Add test

---
 tests/commands/test_commands.py | 36 ++++++++++++++++++++++++++++++++-
 1 file changed, 35 insertions(+), 1 deletion(-)

diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index 65d7f6eaf..c59799190 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -7,7 +7,8 @@ import pytest
 from freqtrade.commands import (start_create_userdir, start_download_data,
                                 start_hyperopt_list, start_hyperopt_show,
                                 start_list_exchanges, start_list_markets,
-                                start_list_strategies, start_list_timeframes,
+                                start_list_hyperopts, start_list_strategies,
+                                start_list_timeframes,
                                 start_new_hyperopt, start_new_strategy,
                                 start_test_pairlist, start_trading)
 from freqtrade.configuration import setup_utils_configuration
@@ -665,6 +666,39 @@ def test_start_list_strategies(mocker, caplog, capsys):
     assert "DefaultStrategy" in captured.out
 
 
+def test_start_list_hyperopts(mocker, caplog, capsys):
+
+    args = [
+        "list-hyperopts",
+        "--hyperopt-path",
+        str(Path(__file__).parent.parent / "optimize"),
+        "-1"
+    ]
+    pargs = get_args(args)
+    # pargs['config'] = None
+    start_list_hyperopts(pargs)
+    captured = capsys.readouterr()
+    assert "TestHyperoptLegacy" not in captured.out
+    assert "legacy_hyperopt.py" not in captured.out
+    assert "DefaultHyperOpt" in captured.out
+    assert "test_hyperopt.py" not in captured.out
+
+    # Test regular output
+    args = [
+        "list-hyperopts",
+        "--hyperopt-path",
+        str(Path(__file__).parent.parent / "optimize"),
+    ]
+    pargs = get_args(args)
+    # pargs['config'] = None
+    start_list_hyperopts(pargs)
+    captured = capsys.readouterr()
+    assert "TestHyperoptLegacy" not in captured.out
+    assert "legacy_hyperopt.py" not in captured.out
+    assert "DefaultHyperOpt" in captured.out
+    assert "test_hyperopt.py" in captured.out
+
+
 def test_start_test_pairlist(mocker, caplog, tickers, default_conf, capsys):
     patch_exchange(mocker, mock_markets=True)
     mocker.patch.multiple('freqtrade.exchange.Exchange',

From d12e03e50d30c13f57e5fa661ebf78d388051310 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 2 Feb 2020 20:01:25 +0300
Subject: [PATCH 0385/1106] Fix test inconsistency in test_freqtradebot.py

---
 tests/test_freqtradebot.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 5f16894ab..f334e4eb0 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1145,11 +1145,11 @@ def test_handle_stoploss_on_exchange(mocker, default_conf, fee, caplog,
     # Should not create new order
     trade.stoploss_order_id = None
     trade.is_open = False
-    stoploss_limit.reset_mock()
+    stoploss.reset_mock()
     mocker.patch('freqtrade.exchange.Exchange.get_order')
-    mocker.patch('freqtrade.exchange.Exchange.stoploss_limit', stoploss_limit)
+    mocker.patch('freqtrade.exchange.Exchange.stoploss', stoploss)
     assert freqtrade.handle_stoploss_on_exchange(trade) is False
-    assert stoploss_limit.call_count == 0
+    assert stoploss.call_count == 0
 
 
 def test_handle_sle_cancel_cant_recreate(mocker, default_conf, fee, caplog,

From 84156879f6e96e18e6e60589bc2f45d2bb989261 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 2 Feb 2020 20:11:42 +0300
Subject: [PATCH 0386/1106] Fix NO_CONF_REQUIRED for list-hyperopts

---
 freqtrade/commands/arguments.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 0995c89c4..1931a51be 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -66,8 +66,8 @@ ARGS_HYPEROPT_SHOW = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperop
                       "print_json", "hyperopt_show_no_header"]
 
 NO_CONF_REQURIED = ["download-data", "list-timeframes", "list-markets", "list-pairs",
-                    "list-strategies", "hyperopt-list", "hyperopt-show", "plot-dataframe",
-                    "plot-profit"]
+                    "list-strategies", "list-hyperopts", "hyperopt-list", "hyperopt-show",
+                    "plot-dataframe", "plot-profit"]
 
 NO_CONF_ALLOWED = ["create-userdir", "list-exchanges", "new-hyperopt", "new-strategy"]
 

From 2b69e7830d89d9b8ae164511c5b14923ce99080a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 2 Feb 2020 20:02:38 +0100
Subject: [PATCH 0387/1106] Fix failing CI test

---
 tests/test_freqtradebot.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 5f16894ab..f334e4eb0 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1145,11 +1145,11 @@ def test_handle_stoploss_on_exchange(mocker, default_conf, fee, caplog,
     # Should not create new order
     trade.stoploss_order_id = None
     trade.is_open = False
-    stoploss_limit.reset_mock()
+    stoploss.reset_mock()
     mocker.patch('freqtrade.exchange.Exchange.get_order')
-    mocker.patch('freqtrade.exchange.Exchange.stoploss_limit', stoploss_limit)
+    mocker.patch('freqtrade.exchange.Exchange.stoploss', stoploss)
     assert freqtrade.handle_stoploss_on_exchange(trade) is False
-    assert stoploss_limit.call_count == 0
+    assert stoploss.call_count == 0
 
 
 def test_handle_sle_cancel_cant_recreate(mocker, default_conf, fee, caplog,

From 537596001e5c4ff030855327095992c48d205724 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Mon, 3 Feb 2020 06:20:01 +0300
Subject: [PATCH 0388/1106] Allow derived strategies

---
 freqtrade/resolvers/iresolver.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index 5a844097c..53d08d387 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -61,7 +61,8 @@ class IResolver:
 
         valid_objects_gen = (
             obj for name, obj in inspect.getmembers(module, inspect.isclass)
-            if (object_name is None or object_name == name) and cls.object_type in obj.__bases__
+            if ((object_name is None or object_name == name) and
+                issubclass(obj, cls.object_type) and obj is not cls.object_type)
         )
         return valid_objects_gen
 

From c8960ab62893dfcbc15ab6d5cab82ac179908c3d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 3 Feb 2020 06:50:07 +0100
Subject: [PATCH 0389/1106] Only run coveralls once

---
 .github/workflows/ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index c838baced..8dd61a602 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -68,7 +68,7 @@ jobs:
         pytest --random-order --cov=freqtrade --cov-config=.coveragerc
 
     - name: Coveralls
-      if: startsWith(matrix.os, 'ubuntu')
+      if: (startsWith(matrix.os, 'ubuntu') && matrix.os == '3.8')
       env:
         # Coveralls token. Not used as secret due to github not providing secrets to forked repositories
         COVERALLS_REPO_TOKEN: 6D1m0xupS3FgutfuGao8keFf9Hc0FpIXu

From d0506a643571e74a99a309028403c27bfdf426a3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 3 Feb 2020 07:01:07 +0100
Subject: [PATCH 0390/1106] Use correct matrix variable

---
 .github/workflows/ci.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 8dd61a602..05d151a88 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -68,7 +68,7 @@ jobs:
         pytest --random-order --cov=freqtrade --cov-config=.coveragerc
 
     - name: Coveralls
-      if: (startsWith(matrix.os, 'ubuntu') && matrix.os == '3.8')
+      if: (startsWith(matrix.os, 'ubuntu') && matrix.python-version == '3.8')
       env:
         # Coveralls token. Not used as secret due to github not providing secrets to forked repositories
         COVERALLS_REPO_TOKEN: 6D1m0xupS3FgutfuGao8keFf9Hc0FpIXu

From df249c7c03051ff499e8688e6044990d1100d11c Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Mon, 3 Feb 2020 09:37:50 +0300
Subject: [PATCH 0391/1106] Remove unclear comment

---
 freqtrade/exchange/exchange.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index f7bfb0ee1..ede7156a1 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -25,8 +25,6 @@ from freqtrade.exchange.common import BAD_EXCHANGES, retrier, retrier_async
 from freqtrade.misc import deep_merge_dicts
 
 
-# Should probably use typing.Literal when we switch to python 3.8+
-# CcxtModuleType = Literal[ccxt, ccxt_async]
 CcxtModuleType = Any
 
 

From 7b8e6653235d7607bef3e5fb71f08a57bded9571 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 3 Feb 2020 08:01:28 +0000
Subject: [PATCH 0392/1106] Bump jinja2 from 2.10.3 to 2.11.1

Bumps [jinja2](https://github.com/pallets/jinja) from 2.10.3 to 2.11.1.
- [Release notes](https://github.com/pallets/jinja/releases)
- [Changelog](https://github.com/pallets/jinja/blob/master/CHANGES.rst)
- [Commits](https://github.com/pallets/jinja/compare/2.10.3...2.11.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index e4fe54721..48ba794cb 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -12,7 +12,7 @@ jsonschema==3.2.0
 TA-Lib==0.4.17
 tabulate==0.8.6
 coinmarketcap==5.0.3
-jinja2==2.10.3
+jinja2==2.11.1
 
 # find first, C search in arrays
 py_find_1st==1.1.4

From bc2ae3e88de22634a3c66b9d9f41349d1ef826c0 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 3 Feb 2020 08:02:21 +0000
Subject: [PATCH 0393/1106] Bump pytest from 5.3.4 to 5.3.5

Bumps [pytest](https://github.com/pytest-dev/pytest) from 5.3.4 to 5.3.5.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/5.3.4...5.3.5)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index 6330d93e5..268c5f777 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -8,7 +8,7 @@ flake8==3.7.9
 flake8-type-annotations==0.1.0
 flake8-tidy-imports==4.0.0
 mypy==0.761
-pytest==5.3.4
+pytest==5.3.5
 pytest-asyncio==0.10.0
 pytest-cov==2.8.1
 pytest-mock==2.0.0

From 401748e9a73757bdf6c04c382b656d901474dfc5 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 3 Feb 2020 08:02:54 +0000
Subject: [PATCH 0394/1106] Bump ccxt from 1.21.91 to 1.22.30

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.21.91 to 1.22.30.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/CHANGELOG.md)
- [Commits](https://github.com/ccxt/ccxt/compare/1.21.91...1.22.30)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index e4fe54721..5f6557161 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.21.91
+ccxt==1.22.30
 SQLAlchemy==1.3.13
 python-telegram-bot==12.3.0
 arrow==0.15.5

From 3938418ad51a7c8dd794b5467a4c61b2e8086c99 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 3 Feb 2020 08:03:21 +0000
Subject: [PATCH 0395/1106] Bump scikit-optimize from 0.5.2 to 0.7.1

Bumps [scikit-optimize](https://github.com/scikit-optimize/scikit-optimize) from 0.5.2 to 0.7.1.
- [Release notes](https://github.com/scikit-optimize/scikit-optimize/releases)
- [Changelog](https://github.com/scikit-optimize/scikit-optimize/blob/master/CHANGELOG.md)
- [Commits](https://github.com/scikit-optimize/scikit-optimize/compare/v0.5.2...v0.7.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-hyperopt.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-hyperopt.txt b/requirements-hyperopt.txt
index 43cad1a0e..202806cef 100644
--- a/requirements-hyperopt.txt
+++ b/requirements-hyperopt.txt
@@ -4,6 +4,6 @@
 # Required for hyperopt
 scipy==1.4.1
 scikit-learn==0.22.1
-scikit-optimize==0.5.2
+scikit-optimize==0.7.1
 filelock==3.0.12
 joblib==0.14.1

From d5f704009ffd7fd428201f6432110c344014fd4e Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 3 Feb 2020 08:03:45 +0000
Subject: [PATCH 0396/1106] Bump pandas from 0.25.3 to 1.0.0

Bumps [pandas](https://github.com/pandas-dev/pandas) from 0.25.3 to 1.0.0.
- [Release notes](https://github.com/pandas-dev/pandas/releases)
- [Changelog](https://github.com/pandas-dev/pandas/blob/master/RELEASE.md)
- [Commits](https://github.com/pandas-dev/pandas/compare/v0.25.3...v1.0.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index c7dd07ee4..21be02a87 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,4 +2,4 @@
 -r requirements-common.txt
 
 numpy==1.18.1
-pandas==0.25.3
+pandas==1.0.0

From f6c09160ab1afda16e0c22acbac7c8b7b608744f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 3 Feb 2020 15:17:36 +0100
Subject: [PATCH 0397/1106] make sure asyncio_loop is not initialized within
 ccxt code

---
 tests/exchange/test_exchange.py | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 7064d76e1..1121bb035 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -76,9 +76,11 @@ def test_init_ccxt_kwargs(default_conf, mocker, caplog):
     mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
     caplog.set_level(logging.INFO)
     conf = copy.deepcopy(default_conf)
-    conf['exchange']['ccxt_async_config'] = {'aiohttp_trust_env': True}
+    conf['exchange']['ccxt_async_config'] = {'aiohttp_trust_env': True, 'asyncio_loop': True}
     ex = Exchange(conf)
-    assert log_has("Applying additional ccxt config: {'aiohttp_trust_env': True}", caplog)
+    assert log_has(
+        "Applying additional ccxt config: {'aiohttp_trust_env': True, 'asyncio_loop': True}",
+        caplog)
     assert ex._api_async.aiohttp_trust_env
     assert not ex._api.aiohttp_trust_env
 
@@ -86,6 +88,8 @@ def test_init_ccxt_kwargs(default_conf, mocker, caplog):
     caplog.clear()
     conf = copy.deepcopy(default_conf)
     conf['exchange']['ccxt_config'] = {'TestKWARG': 11}
+    conf['exchange']['ccxt_async_config'] = {'asyncio_loop': True}
+
     ex = Exchange(conf)
     assert not log_has("Applying additional ccxt config: {'aiohttp_trust_env': True}", caplog)
     assert not ex._api_async.aiohttp_trust_env

From 684cb54992777d9c7e105033ee1d4d5d918590ee Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Mon, 3 Feb 2020 17:17:46 +0300
Subject: [PATCH 0398/1106] Add pair to exception msg

---
 freqtrade/exchange/exchange.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index a8df4c1bb..c1999b6fa 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -736,10 +736,11 @@ class Exchange:
                 f'Exchange {self._api.name} does not support fetching historical candlestick data.'
                 f'Message: {e}') from e
         except (ccxt.NetworkError, ccxt.ExchangeError) as e:
-            raise TemporaryError(f'Could not load ticker history due to {e.__class__.__name__}. '
-                                 f'Message: {e}') from e
+            raise TemporaryError(f'Could not load ticker history for pair {pair} due to '
+                                 f'{e.__class__.__name__}. Message: {e}') from e
         except ccxt.BaseError as e:
-            raise OperationalException(f'Could not fetch ticker data. Msg: {e}') from e
+            raise OperationalException(f'Could not fetch ticker data for pair {pair}. '
+                                       f'Msg: {e}') from e
 
     @retrier_async
     async def _async_fetch_trades(self, pair: str,

From cbabc295c7c82bb70f7544337f27e9041e982b8b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 3 Feb 2020 20:25:43 +0100
Subject: [PATCH 0399/1106] Don't convert to datetime - but convert to
 datetime64 instead

---
 tests/edge/test_edge.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/edge/test_edge.py b/tests/edge/test_edge.py
index ef1280fa4..6b86d9c1f 100644
--- a/tests/edge/test_edge.py
+++ b/tests/edge/test_edge.py
@@ -163,8 +163,8 @@ def test_edge_results(edge_conf, mocker, caplog, data) -> None:
     for c, trade in enumerate(data.trades):
         res = results.iloc[c]
         assert res.exit_type == trade.sell_reason
-        assert arrow.get(res.open_time) == _get_frame_time_from_offset(trade.open_tick)
-        assert arrow.get(res.close_time) == _get_frame_time_from_offset(trade.close_tick)
+        assert res.open_time == np.datetime64(_get_frame_time_from_offset(trade.open_tick))
+        assert res.close_time == np.datetime64(_get_frame_time_from_offset(trade.close_tick))
 
 
 def test_adjust(mocker, edge_conf):

From ffb53a6df5201326fdc65b1b4d15b21ecea2b3ce Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Mon, 3 Feb 2020 23:08:35 +0300
Subject: [PATCH 0400/1106] get rid of typing.cast()

---
 freqtrade/commands/data_commands.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/freqtrade/commands/data_commands.py b/freqtrade/commands/data_commands.py
index aeb598009..ddc2ca25b 100644
--- a/freqtrade/commands/data_commands.py
+++ b/freqtrade/commands/data_commands.py
@@ -1,6 +1,6 @@
 import logging
 import sys
-from typing import Any, Dict, List, cast
+from typing import Any, Dict, List
 
 import arrow
 
@@ -43,18 +43,18 @@ def start_download_data(args: Dict[str, Any]) -> None:
         if config.get('download_trades'):
             pairs_not_available = refresh_backtest_trades_data(
                 exchange, pairs=config["pairs"], datadir=config['datadir'],
-                timerange=timerange, erase=cast(bool, config.get("erase")))
+                timerange=timerange, erase=bool(config.get("erase")))
 
             # Convert downloaded trade data to different timeframes
             convert_trades_to_ohlcv(
                 pairs=config["pairs"], timeframes=config["timeframes"],
                 datadir=config['datadir'], timerange=timerange,
-                erase=cast(bool, config.get("erase")))
+                erase=bool(config.get("erase")))
         else:
             pairs_not_available = refresh_backtest_ohlcv_data(
                 exchange, pairs=config["pairs"], timeframes=config["timeframes"],
                 datadir=config['datadir'], timerange=timerange,
-                erase=cast(bool, config.get("erase")))
+                erase=bool(config.get("erase")))
 
     except KeyboardInterrupt:
         sys.exit("SIGINT received, aborting ...")

From 91b4c9668cb019892c79bf47b30d9850a2a32f73 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Tue, 4 Feb 2020 01:57:24 +0100
Subject: [PATCH 0401/1106] More consistency changes...

---
 freqtrade/freqtradebot.py | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 1a9cbfa64..e51b3d550 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -427,23 +427,23 @@ class FreqtradeBot:
         Checks depth of market before executing a buy
         """
         conf_bids_to_ask_delta = conf.get('bids_to_ask_delta', 0)
-        logger.info('checking depth of market for %s', pair)
+        logger.info(f"Checking depth of market for {pair} ...")
         order_book = self.exchange.get_order_book(pair, 1000)
         order_book_data_frame = order_book_to_dataframe(order_book['bids'], order_book['asks'])
         order_book_bids = order_book_data_frame['b_size'].sum()
         order_book_asks = order_book_data_frame['a_size'].sum()
         bids_ask_delta = order_book_bids / order_book_asks
         logger.info(
-            f"bids: {order_book_bids}, asks: {order_book_asks}, delta: {bids_ask_delta}, "
-            f"askprice: {order_book['asks'][0][0]}, bidprice: {order_book['bids'][0][0]}, "
-            f"immediate ask quantity: {order_book['asks'][0][1]}, "
-            f"immediate bid quantity: {order_book['bids'][0][1]}",
+            f"Bids: {order_book_bids}, Asks: {order_book_asks}, Delta: {bids_ask_delta}, "
+            f"Bid Price: {order_book['bids'][0][0]}, Ask Price: {order_book['asks'][0][0]}, "
+            f"Immediate Bid Quantity: {order_book['bids'][0][1]}, "
+            f"Immediate Ask Quantity: {order_book['asks'][0][1]}."
         )
         if bids_ask_delta >= conf_bids_to_ask_delta:
-            logger.info('bids to ask delta DOES satisfy condition.')
+            logger.info(f"Bids to asks delta for {pair} DOES satisfy condition.")
             return True
         else:
-            logger.info(f"bids to ask delta for {pair} does not satisfy condition.")
+            logger.info(f"Bids to asks delta for {pair} does not satisfy condition.")
             return False
 
     def execute_buy(self, pair: str, stake_amount: float, price: Optional[float] = None) -> bool:

From a707aeb3d01b223340ff8ebce02716bfe6777b3d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 4 Feb 2020 07:00:53 +0100
Subject: [PATCH 0402/1106] Fix implementation of rolling_max

---
 freqtrade/vendor/qtpylib/indicators.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/vendor/qtpylib/indicators.py b/freqtrade/vendor/qtpylib/indicators.py
index b3b2ac533..bef140396 100644
--- a/freqtrade/vendor/qtpylib/indicators.py
+++ b/freqtrade/vendor/qtpylib/indicators.py
@@ -288,9 +288,9 @@ def rolling_min(series, window=14, min_periods=None):
 def rolling_max(series, window=14, min_periods=None):
     min_periods = window if min_periods is None else min_periods
     try:
-        return series.rolling(window=window, min_periods=min_periods).min()
+        return series.rolling(window=window, min_periods=min_periods).max()
     except Exception as e:  # noqa: F841
-        return pd.Series(series).rolling(window=window, min_periods=min_periods).min()
+        return pd.Series(series).rolling(window=window, min_periods=min_periods).max()
 
 
 # ---------------------------------------------

From aa54fd2251f6144a6c76df33585fa59b4b4886c4 Mon Sep 17 00:00:00 2001
From: untoreh <bassobassista@gmail.com>
Date: Mon, 3 Feb 2020 07:44:17 +0100
Subject: [PATCH 0403/1106] - added spread filter - minimum value to volume
 pairlist

---
 config_full.json.example             |  4 +-
 docs/configuration.md                |  6 +++
 freqtrade/constants.py               |  3 +-
 freqtrade/pairlist/SpreadFilter.py   | 59 ++++++++++++++++++++++++++++
 freqtrade/pairlist/VolumePairList.py |  8 +++-
 tests/conftest.py                    | 47 ++++++++++++++++++++++
 tests/pairlist/test_pairlist.py      | 10 ++++-
 7 files changed, 132 insertions(+), 5 deletions(-)
 create mode 100644 freqtrade/pairlist/SpreadFilter.py

diff --git a/config_full.json.example b/config_full.json.example
index 82d8bd04a..9f09d2247 100644
--- a/config_full.json.example
+++ b/config_full.json.example
@@ -62,8 +62,8 @@
             "refresh_period": 1800
         },
         {"method": "PrecisionFilter"},
-        {"method": "PriceFilter", "low_price_ratio": 0.01
-        }
+        {"method": "PriceFilter", "low_price_ratio": 0.01},
+        {"method": "SpreadFilter", "max_spread_ratio": 0.005}
     ],
     "exchange": {
         "name": "bittrex",
diff --git a/docs/configuration.md b/docs/configuration.md
index fe692eacb..17b9a82c5 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -503,6 +503,7 @@ Inactive markets and blacklisted pairs are always removed from the resulting `pa
 * [`VolumePairList`](#volume-pair-list)
 * [`PrecisionFilter`](#precision-filter)
 * [`PriceFilter`](#price-pair-filter)
+* [`SpreadFilter`](#spread-filter)
 
 !!! Tip "Testing pairlists"
     Pairlist configurations can be quite tricky to get right. Best use the [`test-pairlist`](utils.md#test-pairlist) subcommand to test your configuration quickly.
@@ -551,6 +552,11 @@ Min price precision is 8 decimals. If price is 0.00000011 - one step would be 0.
 
 These pairs are dangerous since it may be impossible to place the desired stoploss - and often result in high losses.
 
+#### Spread Filter
+Removes pairs that have a difference between asks and bids above the specified ratio (default `0.005`).
+Example:
+If `DOGE/BTC` maximum bid is 0.00000026 and minimum ask is 0.00000027 the ratio is calculated as: `1 - bid/ask ~= 0.037` which is `> 0.005` 
+
 ### Full Pairlist example
 
 The below example blacklists `BNB/BTC`, uses `VolumePairList` with `20` assets, sorting by `quoteVolume` and applies both [`PrecisionFilter`](#precision-filter) and [`PriceFilter`](#price-pair-filter), filtering all assets where 1 priceunit is > 1%.
diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 53bc4af53..56876e2c9 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -17,7 +17,8 @@ REQUIRED_ORDERTIF = ['buy', 'sell']
 REQUIRED_ORDERTYPES = ['buy', 'sell', 'stoploss', 'stoploss_on_exchange']
 ORDERTYPE_POSSIBILITIES = ['limit', 'market']
 ORDERTIF_POSSIBILITIES = ['gtc', 'fok', 'ioc']
-AVAILABLE_PAIRLISTS = ['StaticPairList', 'VolumePairList', 'PrecisionFilter', 'PriceFilter']
+AVAILABLE_PAIRLISTS = ['StaticPairList', 'VolumePairList',
+                       'PrecisionFilter', 'PriceFilter', 'SpreadFilter']
 DRY_RUN_WALLET = 1000
 MATH_CLOSE_PREC = 1e-14  # Precision used for float comparisons
 
diff --git a/freqtrade/pairlist/SpreadFilter.py b/freqtrade/pairlist/SpreadFilter.py
new file mode 100644
index 000000000..9361837cc
--- /dev/null
+++ b/freqtrade/pairlist/SpreadFilter.py
@@ -0,0 +1,59 @@
+import logging
+from copy import deepcopy
+from typing import Dict, List
+
+from freqtrade.pairlist.IPairList import IPairList
+
+logger = logging.getLogger(__name__)
+
+
+class SpreadFilter(IPairList):
+
+    def __init__(self, exchange, pairlistmanager, config, pairlistconfig: dict,
+                 pairlist_pos: int) -> None:
+        super().__init__(exchange, pairlistmanager, config, pairlistconfig, pairlist_pos)
+
+        self._max_spread_ratio = pairlistconfig.get('max_spread_ratio', 0.005)
+
+    @property
+    def needstickers(self) -> bool:
+        """
+        Boolean property defining if tickers are necessary.
+        If no Pairlist requries tickers, an empty List is passed
+        as tickers argument to filter_pairlist
+        """
+        return True
+
+    def short_desc(self) -> str:
+        """
+        Short whitelist method description - used for startup-messages
+        """
+        return (f"{self.name} - Filtering pairs with ask/bid diff above "
+                f"{self._max_spread_ratio * 100}%.")
+
+    def filter_pairlist(self, pairlist: List[str], tickers: Dict) -> List[str]:
+
+        """
+        Filters and sorts pairlist and returns the whitelist again.
+        Called on each bot iteration - please use internal caching if necessary
+        :param pairlist: pairlist to filter or sort
+        :param tickers: Tickers (from exchange.get_tickers()). May be cached.
+        :return: new whitelist
+        """
+        # Copy list since we're modifying this list
+
+        spread = None
+        for p in deepcopy(pairlist):
+            ticker = tickers.get(p)
+            assert ticker is not None
+            if 'bid' in ticker and 'ask' in ticker:
+                spread = 1 - ticker['bid'] / ticker['ask']
+                if not ticker or spread > self._max_spread_ratio:
+                    logger.info(f"Removed {ticker['symbol']} from whitelist, "
+                                f"because spread {spread * 100:.3f}% >"
+                                f"{self._max_spread_ratio * 100}%")
+                    pairlist.remove(p)
+            else:
+                pairlist.remove(p)
+
+        return pairlist
diff --git a/freqtrade/pairlist/VolumePairList.py b/freqtrade/pairlist/VolumePairList.py
index 4ac9935ba..3f31f5523 100644
--- a/freqtrade/pairlist/VolumePairList.py
+++ b/freqtrade/pairlist/VolumePairList.py
@@ -28,6 +28,7 @@ class VolumePairList(IPairList):
                 'for "pairlist.config.number_assets"')
         self._number_pairs = self._pairlistconfig['number_assets']
         self._sort_key = self._pairlistconfig.get('sort_key', 'quoteVolume')
+        self._min_value = self._pairlistconfig.get('min_value', 0)
         self.refresh_period = self._pairlistconfig.get('refresh_period', 1800)
 
         if not self._exchange.exchange_has('fetchTickers'):
@@ -73,11 +74,13 @@ class VolumePairList(IPairList):
                                             tickers,
                                             self._config['stake_currency'],
                                             self._sort_key,
+                                            self._min_value
                                             )
         else:
             return pairlist
 
-    def _gen_pair_whitelist(self, pairlist, tickers, base_currency: str, key: str) -> List[str]:
+    def _gen_pair_whitelist(self, pairlist, tickers, base_currency: str,
+                            key: str, min_val: int) -> List[str]:
         """
         Updates the whitelist with with a dynamically generated list
         :param base_currency: base currency as str
@@ -96,6 +99,9 @@ class VolumePairList(IPairList):
             # If other pairlist is in front, use the incomming pairlist.
             filtered_tickers = [v for k, v in tickers.items() if k in pairlist]
 
+        if min_val > 0:
+            filtered_tickers = list(filter(lambda t: t[key] > min_val, filtered_tickers))
+
         sorted_tickers = sorted(filtered_tickers, reverse=True, key=lambda t: t[key])
 
         # Validate whitelist to only have active market pairs
diff --git a/tests/conftest.py b/tests/conftest.py
index 395388f73..e897dbccd 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -640,6 +640,31 @@ def shitcoinmarkets(markets):
             },
             'info': {},
         },
+        'NANO/USDT': {
+            "percentage": True,
+            "tierBased": False,
+            "taker": 0.001,
+            "maker": 0.001,
+            "precision": {
+                "base": 8,
+                "quote": 8,
+                "amount": 2,
+                "price": 4
+            },
+            "limits": {
+            },
+            "id": "NANOUSDT",
+            "symbol": "NANO/USDT",
+            "base": "NANO",
+            "quote": "USDT",
+            "baseId": "NANO",
+            "quoteId": "USDT",
+            "info": {},
+            "type": "spot",
+            "spot": True,
+            "future": False,
+            "active": True
+        },
         })
     return shitmarkets
 
@@ -1114,6 +1139,28 @@ def tickers():
             'quoteVolume': 1154.19266394,
             'info': {}
         },
+        "NANO/USDT": {
+            "symbol": "NANO/USDT",
+            "timestamp": 1580469388244,
+            "datetime": "2020-01-31T11:16:28.244Z",
+            "high": 0.7519,
+            "low": 0.7154,
+            "bid": 0.7305,
+            "bidVolume": 300.3,
+            "ask": 0.7342,
+            "askVolume": 15.14,
+            "vwap": 0.73645591,
+            "open": 0.7154,
+            "close": 0.7342,
+            "last": 0.7342,
+            "previousClose": 0.7189,
+            "change": 0.0188,
+            "percentage": 2.628,
+            "average": None,
+            "baseVolume": 439472.44,
+            "quoteVolume": 323652.075405,
+            "info": {}
+        },
     })
 
 
diff --git a/tests/pairlist/test_pairlist.py b/tests/pairlist/test_pairlist.py
index ac4cbc813..b8a4be037 100644
--- a/tests/pairlist/test_pairlist.py
+++ b/tests/pairlist/test_pairlist.py
@@ -141,7 +141,7 @@ def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf):
     ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "bidVolume"}],
         "BTC",  ['HOT/BTC', 'FUEL/BTC', 'XRP/BTC', 'LTC/BTC', 'TKN/BTC']),
     ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"}],
-        "USDT", ['ETH/USDT']),
+        "USDT", ['ETH/USDT', 'NANO/USDT']),
     # No pair for ETH ...
     ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"}],
      "ETH", []),
@@ -160,6 +160,10 @@ def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf):
       {"method": "PrecisionFilter"},
       {"method": "PriceFilter", "low_price_ratio": 0.02}
       ], "BTC", ['ETH/BTC', 'TKN/BTC', 'LTC/BTC', 'XRP/BTC']),
+    # HOT and XRP are removed because below 1250 quoteVolume
+    ([{"method": "VolumePairList", "number_assets": 5,
+       "sort_key": "quoteVolume", "min_value": 1250}],
+        "BTC", ['ETH/BTC', 'TKN/BTC', 'LTC/BTC']),
     # StaticPairlist Only
     ([{"method": "StaticPairList"},
       ], "BTC", ['ETH/BTC', 'TKN/BTC']),
@@ -167,6 +171,10 @@ def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf):
     ([{"method": "StaticPairList"},
       {"method": "VolumePairList", "number_assets": 5, "sort_key": "bidVolume"},
       ], "BTC", ['TKN/BTC', 'ETH/BTC']),
+    # SpreadFilter
+    ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"},
+      {"method": "SpreadFilter", "max_spread": 0.005}
+      ], "USDT", ['ETH/USDT']),
 ])
 def test_VolumePairList_whitelist_gen(mocker, whitelist_conf, shitcoinmarkets, tickers,
                                       pairlists, base_currency, whitelist_result,

From 6866f6389d45bccf7a261a0f4b3e6362cadb7a0a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 4 Feb 2020 20:41:13 +0100
Subject: [PATCH 0404/1106] Fix merge-error

---
 freqtrade/pairlist/VolumePairList.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/pairlist/VolumePairList.py b/freqtrade/pairlist/VolumePairList.py
index af6760197..e50dafb63 100644
--- a/freqtrade/pairlist/VolumePairList.py
+++ b/freqtrade/pairlist/VolumePairList.py
@@ -80,7 +80,7 @@ class VolumePairList(IPairList):
             return pairlist
 
     def _gen_pair_whitelist(self, pairlist: List[str], tickers: Dict,
-                            base_currency: str, key: str) -> List[str]:
+                            base_currency: str, key: str, min_val: int) -> List[str]:
         """
         Updates the whitelist with with a dynamically generated list
         :param base_currency: base currency as str

From 586cbc750c711ccf8b9bcaa6836be5f8b89d91f3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 6 Feb 2020 06:45:11 +0100
Subject: [PATCH 0405/1106] Add considerations for dry-run

---
 docs/configuration.md | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/docs/configuration.md b/docs/configuration.md
index 4ed8bbd0c..72e12f066 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -608,6 +608,14 @@ Once you will be happy with your bot performance running in the Dry-run mode, yo
 !!! Note
     A simulated wallet is available during dry-run mode, and will assume a starting capital of `dry_run_wallet` (defaults to 1000).
 
+### Considerations for dry-run
+
+* API-Keys may or may not be provided. Only Read-Only operations on the exchange are performed in dry-run mode.
+* Wallets (`/balance`) will be simulated.
+* Orders will be simulated, and will not be posted to the exchange
+* In combination with `stoploss_on_exchange`, the stop_loss price is assumed to be filled.
+* Open orders (not Trades!) are reset on bot restart.
+
 ## Switch to production mode
 
 In production mode, the bot will engage your money. Be careful, since a wrong

From 9639ffb14052f72dd3dc37820c79a8fdf6212bb1 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Thu, 6 Feb 2020 06:49:08 +0100
Subject: [PATCH 0406/1106] added daily sharpe ratio hyperopt loss method, ty
 @djacky (#2826)

* more consistent backtesting tables and labels

* added rounding to Tot Profit % on Sell Reasosn table to be consistent with other percentiles on table.

* added daily sharpe ratio hyperopt loss method, ty @djacky

* removed commented code

* removed unused profit_abs

* added proper slippage to each trade

* replaced use of old value total_profit

* Align quotes in same area

* added daily sharpe ratio test and modified hyperopt_loss_sharpe_daily

* fixed some more line alignments

* updated docs to include SharpeHyperOptLossDaily

* Update dockerfile to 3.8.1

* Run tests against 3.8

* added daily sharpe ratio hyperopt loss method, ty @djacky

* removed commented code

* removed unused profit_abs

* added proper slippage to each trade

* replaced use of old value total_profit

* added daily sharpe ratio test and modified hyperopt_loss_sharpe_daily

* updated docs to include SharpeHyperOptLossDaily

* docs fixes

* missed one fix

* fixed standard deviation line

* fixed to bracket notation

* fixed to bracket notation

* fixed syntax error

* better readability, kept np.sqrt(365) which results in  annualized sharpe ratio

* fixed method arguments indentation

* updated commented out debug print line

* renamed after slippage profit_percent so it wont affect _calculate_results_metrics()

* Reworked to fill leading and trailing days

* No need for np; make flake happy

* Fix risk free rate

Co-authored-by: Matthias <xmatthias@outlook.com>
Co-authored-by: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/bot-usage.md                             |  4 +-
 docs/hyperopt.md                              | 38 ++++++------
 freqtrade/commands/cli_options.py             |  2 +-
 .../optimize/hyperopt_loss_sharpe_daily.py    | 61 +++++++++++++++++++
 tests/optimize/test_hyperopt.py               | 26 +++++++-
 5 files changed, 110 insertions(+), 21 deletions(-)
 create mode 100644 freqtrade/optimize/hyperopt_loss_sharpe_daily.py

diff --git a/docs/bot-usage.md b/docs/bot-usage.md
index e856755d2..56e6008a1 100644
--- a/docs/bot-usage.md
+++ b/docs/bot-usage.md
@@ -337,8 +337,8 @@ optional arguments:
                         generate completely different results, since the
                         target for optimization is different. Built-in
                         Hyperopt-loss-functions are: DefaultHyperOptLoss,
-                        OnlyProfitHyperOptLoss, SharpeHyperOptLoss (default:
-                        `DefaultHyperOptLoss`).
+                        OnlyProfitHyperOptLoss, SharpeHyperOptLoss,
+                        SharpeHyperOptLossDaily (default: `DefaultHyperOptLoss`).
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
diff --git a/docs/hyperopt.md b/docs/hyperopt.md
index f399fe816..3e10f66da 100644
--- a/docs/hyperopt.md
+++ b/docs/hyperopt.md
@@ -57,12 +57,12 @@ Rarely you may also need to override:
 !!! Tip "Quickly optimize ROI, stoploss and trailing stoploss"
     You can quickly optimize the spaces `roi`, `stoploss` and `trailing` without changing anything (i.e. without creation of a "complete" Hyperopt class with dimensions, parameters, triggers and guards, as described in this document) from the default hyperopt template by relying on your strategy to do most of the calculations.
 
-    ``` python
+    ```python
     # Have a working strategy at hand.
     freqtrade new-hyperopt --hyperopt EmptyHyperopt
 
     freqtrade hyperopt --hyperopt EmptyHyperopt --spaces roi stoploss trailing --strategy MyWorkingStrategy --config config.json -e 100
-    ``` 
+    ```
 
 ### 1. Install a Custom Hyperopt File
 
@@ -75,8 +75,8 @@ Copy the file `user_data/hyperopts/sample_hyperopt.py` into `user_data/hyperopts
 
 There are two places you need to change in your hyperopt file to add a new buy hyperopt for testing:
 
-- Inside `indicator_space()` - the parameters hyperopt shall be optimizing.
-- Inside `populate_buy_trend()` - applying the parameters.
+* Inside `indicator_space()` - the parameters hyperopt shall be optimizing.
+* Inside `populate_buy_trend()` - applying the parameters.
 
 There you have two different types of indicators: 1. `guards` and 2. `triggers`.
 
@@ -141,7 +141,7 @@ one we call `trigger` and use it to decide which buy trigger we want to use.
 
 So let's write the buy strategy using these values:
 
-``` python
+```python
         def populate_buy_trend(dataframe: DataFrame) -> DataFrame:
             conditions = []
             # GUARDS AND TRENDS
@@ -192,6 +192,7 @@ Currently, the following loss functions are builtin:
 * `DefaultHyperOptLoss` (default legacy Freqtrade hyperoptimization loss function)
 * `OnlyProfitHyperOptLoss` (which takes only amount of profit into consideration)
 * `SharpeHyperOptLoss` (optimizes Sharpe Ratio calculated on the trade returns)
+* `SharpeHyperOptLossDaily` (optimizes Sharpe Ratio calculated on daily trade returns)
 
 Creation of a custom loss function is covered in the [Advanced Hyperopt](advanced-hyperopt.md) part of the documentation.
 
@@ -206,7 +207,7 @@ We strongly recommend to use `screen` or `tmux` to prevent any connection loss.
 freqtrade hyperopt --config config.json --hyperopt <hyperoptname> -e 5000 --spaces all
 ```
 
-Use  `<hyperoptname>` as the name of the custom hyperopt used.
+Use `<hyperoptname>` as the name of the custom hyperopt used.
 
 The `-e` option will set how many evaluations hyperopt will do. We recommend
 running at least several thousand evaluations.
@@ -265,23 +266,23 @@ The default Hyperopt Search Space, used when no `--space` command line option is
 
 ### Position stacking and disabling max market positions
 
-In some situations, you may need to run Hyperopt (and Backtesting) with the 
+In some situations, you may need to run Hyperopt (and Backtesting) with the
 `--eps`/`--enable-position-staking` and `--dmmp`/`--disable-max-market-positions` arguments.
 
 By default, hyperopt emulates the behavior of the Freqtrade Live Run/Dry Run, where only one
-open trade is allowed for every traded pair. The total number of trades open for all pairs 
+open trade is allowed for every traded pair. The total number of trades open for all pairs
 is also limited by the `max_open_trades` setting. During Hyperopt/Backtesting this may lead to
 some potential trades to be hidden (or masked) by previosly open trades.
 
 The `--eps`/`--enable-position-stacking` argument allows emulation of buying the same pair multiple times,
-while `--dmmp`/`--disable-max-market-positions` disables applying `max_open_trades` 
+while `--dmmp`/`--disable-max-market-positions` disables applying `max_open_trades`
 during Hyperopt/Backtesting (which is equal to setting `max_open_trades` to a very high
 number).
 
 !!! Note
     Dry/live runs will **NOT** use position stacking - therefore it does make sense to also validate the strategy without this as it's closer to reality.
 
-You can also enable position stacking in the configuration file by explicitly setting 
+You can also enable position stacking in the configuration file by explicitly setting
 `"position_stacking"=true`.
 
 ### Reproducible results
@@ -323,7 +324,7 @@ method, what those values match to.
 
 So for example you had `rsi-value: 29.0` so we would look at `rsi`-block, that translates to the following code block:
 
-``` python
+```python
 (dataframe['rsi'] < 29.0)
 ```
 
@@ -372,18 +373,19 @@ In order to use this best ROI table found by Hyperopt in backtesting and for liv
         118: 0
     }
 ```
+
 As stated in the comment, you can also use it as the value of the `minimal_roi` setting in the configuration file.
 
 #### Default ROI Search Space
 
 If you are optimizing ROI, Freqtrade creates the 'roi' optimization hyperspace for you -- it's the hyperspace of components for the ROI tables. By default, each ROI table generated by the Freqtrade consists of 4 rows (steps). Hyperopt implements adaptive ranges for ROI tables with ranges for values in the ROI steps that depend on the ticker_interval used. By default the values vary in the following ranges (for some of the most used ticker intervals, values are rounded to 5 digits after the decimal point):
 
-| # step | 1m |  | 5m |  | 1h |  | 1d |  |
-|---|---|---|---|---|---|---|---|---|
-| 1 | 0 | 0.01161...0.11992 | 0 | 0.03...0.31 | 0 | 0.06883...0.71124 | 0 | 0.12178...1.25835 |
-| 2 | 2...8 | 0.00774...0.04255 | 10...40 | 0.02...0.11 | 120...480 | 0.04589...0.25238 | 2880...11520 | 0.08118...0.44651 |
-| 3 | 4...20 | 0.00387...0.01547 | 20...100 | 0.01...0.04 | 240...1200 | 0.02294...0.09177 | 5760...28800 | 0.04059...0.16237 |
-| 4 | 6...44 | 0.0 | 30...220 | 0.0 | 360...2640 | 0.0 | 8640...63360 | 0.0 |
+| # step | 1m     |                   | 5m       |             | 1h         |                   | 1d           |                   |
+| ------ | ------ | ----------------- | -------- | ----------- | ---------- | ----------------- | ------------ | ----------------- |
+| 1      | 0      | 0.01161...0.11992 | 0        | 0.03...0.31 | 0          | 0.06883...0.71124 | 0            | 0.12178...1.25835 |
+| 2      | 2...8  | 0.00774...0.04255 | 10...40  | 0.02...0.11 | 120...480  | 0.04589...0.25238 | 2880...11520 | 0.08118...0.44651 |
+| 3      | 4...20 | 0.00387...0.01547 | 20...100 | 0.01...0.04 | 240...1200 | 0.02294...0.09177 | 5760...28800 | 0.04059...0.16237 |
+| 4      | 6...44 | 0.0               | 30...220 | 0.0         | 360...2640 | 0.0               | 8640...63360 | 0.0               |
 
 These ranges should be sufficient in most cases. The minutes in the steps (ROI dict keys) are scaled linearly depending on the ticker interval used. The ROI values in the steps (ROI dict values) are scaled logarithmically depending on the ticker interval used.
 
@@ -416,6 +418,7 @@ In order to use this best stoploss value found by Hyperopt in backtesting and fo
     # This attribute will be overridden if the config file contains "stoploss"
     stoploss = -0.27996
 ```
+
 As stated in the comment, you can also use it as the value of the `stoploss` setting in the configuration file.
 
 #### Default Stoploss Search Space
@@ -452,6 +455,7 @@ In order to use these best trailing stop parameters found by Hyperopt in backtes
     trailing_stop_positive_offset = 0.06038
     trailing_only_offset_is_reached = True
 ```
+
 As stated in the comment, you can also use it as the values of the corresponding settings in the configuration file.
 
 #### Default Trailing Stop Search Space
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 490f26cfa..6d8d13129 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -256,7 +256,7 @@ AVAILABLE_CLI_OPTIONS = {
         help='Specify the class name of the hyperopt loss function class (IHyperOptLoss). '
         'Different functions can generate completely different results, '
         'since the target for optimization is different. Built-in Hyperopt-loss-functions are: '
-        'DefaultHyperOptLoss, OnlyProfitHyperOptLoss, SharpeHyperOptLoss.'
+        'DefaultHyperOptLoss, OnlyProfitHyperOptLoss, SharpeHyperOptLoss, SharpeHyperOptLossDaily.'
         '(default: `%(default)s`).',
         metavar='NAME',
         default=constants.DEFAULT_HYPEROPT_LOSS,
diff --git a/freqtrade/optimize/hyperopt_loss_sharpe_daily.py b/freqtrade/optimize/hyperopt_loss_sharpe_daily.py
new file mode 100644
index 000000000..d8ea3c5fe
--- /dev/null
+++ b/freqtrade/optimize/hyperopt_loss_sharpe_daily.py
@@ -0,0 +1,61 @@
+"""
+SharpeHyperOptLossDaily
+
+This module defines the alternative HyperOptLoss class which can be used for
+Hyperoptimization.
+"""
+import math
+from datetime import datetime
+
+from pandas import DataFrame, date_range
+
+from freqtrade.optimize.hyperopt import IHyperOptLoss
+
+
+class SharpeHyperOptLossDaily(IHyperOptLoss):
+    """
+    Defines the loss function for hyperopt.
+
+    This implementation uses the Sharpe Ratio calculation.
+    """
+
+    @staticmethod
+    def hyperopt_loss_function(results: DataFrame, trade_count: int,
+                               min_date: datetime, max_date: datetime,
+                               *args, **kwargs) -> float:
+        """
+        Objective function, returns smaller number for more optimal results.
+
+        Uses Sharpe Ratio calculation.
+        """
+        resample_freq = '1D'
+        slippage_per_trade_ratio = 0.0005
+        days_in_year = 365
+        annual_risk_free_rate = 0.0
+        risk_free_rate = annual_risk_free_rate / days_in_year
+
+        # apply slippage per trade to profit_percent
+        results.loc[:, 'profit_percent_after_slippage'] = \
+            results['profit_percent'] - slippage_per_trade_ratio
+
+        # create the index within the min_date and end max_date
+        t_index = date_range(start=min_date, end=max_date, freq=resample_freq)
+
+        sum_daily = (
+            results.resample(resample_freq, on='close_time').agg(
+                {"profit_percent_after_slippage": sum}).reindex(t_index).fillna(0)
+        )
+
+        total_profit = sum_daily["profit_percent_after_slippage"] - risk_free_rate
+        expected_returns_mean = total_profit.mean()
+        up_stdev = total_profit.std()
+
+        if (up_stdev != 0.):
+            sharp_ratio = expected_returns_mean / up_stdev * math.sqrt(days_in_year)
+        else:
+            # Define high (negative) sharpe ratio to be clear that this is NOT optimal.
+            sharp_ratio = -20.
+
+        # print(t_index, sum_daily, total_profit)
+        # print(risk_free_rate, expected_returns_mean, up_stdev, sharp_ratio)
+        return -sharp_ratio
diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index 69d110649..b3356bd6d 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -42,7 +42,13 @@ def hyperopt_results():
             'profit_percent': [-0.1, 0.2, 0.3],
             'profit_abs': [-0.2, 0.4, 0.6],
             'trade_duration': [10, 30, 10],
-            'sell_reason': [SellType.STOP_LOSS, SellType.ROI, SellType.ROI]
+            'sell_reason': [SellType.STOP_LOSS, SellType.ROI, SellType.ROI],
+            'close_time':
+            [
+                datetime(2019, 1, 1, 9, 26, 3, 478039),
+                datetime(2019, 2, 1, 9, 26, 3, 478039),
+                datetime(2019, 3, 1, 9, 26, 3, 478039)
+            ]
         }
     )
 
@@ -336,6 +342,24 @@ def test_sharpe_loss_prefers_higher_profits(default_conf, hyperopt_results) -> N
     assert under > correct
 
 
+def test_sharpe_loss_daily_prefers_higher_profits(default_conf, hyperopt_results) -> None:
+    results_over = hyperopt_results.copy()
+    results_over['profit_percent'] = hyperopt_results['profit_percent'] * 2
+    results_under = hyperopt_results.copy()
+    results_under['profit_percent'] = hyperopt_results['profit_percent'] / 2
+
+    default_conf.update({'hyperopt_loss': 'SharpeHyperOptLossDaily'})
+    hl = HyperOptLossResolver.load_hyperoptloss(default_conf)
+    correct = hl.hyperopt_loss_function(hyperopt_results, len(hyperopt_results),
+                                        datetime(2019, 1, 1), datetime(2019, 5, 1))
+    over = hl.hyperopt_loss_function(results_over, len(hyperopt_results),
+                                     datetime(2019, 1, 1), datetime(2019, 5, 1))
+    under = hl.hyperopt_loss_function(results_under, len(hyperopt_results),
+                                      datetime(2019, 1, 1), datetime(2019, 5, 1))
+    assert over < correct
+    assert under > correct
+
+
 def test_onlyprofit_loss_prefers_higher_profits(default_conf, hyperopt_results) -> None:
     results_over = hyperopt_results.copy()
     results_over['profit_percent'] = hyperopt_results['profit_percent'] * 2

From 5b00eaa42df93ccd583699b98f7d44e43596423c Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Thu, 6 Feb 2020 06:58:58 +0100
Subject: [PATCH 0407/1106] Updated Strategy Summary table to match other
 backtesting tables (#2864)

---
 docs/backtesting.md                     |  4 ++--
 freqtrade/optimize/backtesting.py       |  2 +-
 freqtrade/optimize/optimize_reports.py  |  6 +++---
 tests/optimize/test_optimize_reports.py | 12 ++++++------
 4 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/docs/backtesting.md b/docs/backtesting.md
index 41428085d..2abb32ca0 100644
--- a/docs/backtesting.md
+++ b/docs/backtesting.md
@@ -237,8 +237,8 @@ There will be an additional table comparing win/losses of the different strategi
 Detailed output for all strategies one after the other will be available, so make sure to scroll up to see the details per strategy.
 
 ```
-=========================================================== Strategy Summary ===========================================================
-| Strategy    |   buy count |   avg profit % |   cum profit % |   tot profit BTC |   tot profit % | avg duration   |   profit |   loss |
+=========================================================== STRATEGY SUMMARY ===========================================================
+| Strategy    |   Buy Count |   Avg Profit % |   Cum Profit % |   Tot Profit BTC |   Tot Profit % | Avg Duration   |     Wins | Losses |
 |:------------|------------:|---------------:|---------------:|-----------------:|---------------:|:---------------|---------:|-------:|
 | Strategy1   |         429 |           0.36 |         152.41 |       0.00762792 |          76.20 | 4:12:00        |      186 |    243 |
 | Strategy2   |        1487 |          -0.13 |        -197.58 |      -0.00988917 |         -98.79 | 4:43:00        |      662 |    825 |
diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 96978d407..13c8990a5 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -441,7 +441,7 @@ class Backtesting:
             print()
         if len(all_results) > 1:
             # Print Strategy summary table
-            print(' Strategy Summary '.center(133, '='))
+            print(' STRATEGY SUMMARY '.center(133, '='))
             print(generate_text_table_strategy(self.config['stake_currency'],
                                                self.config['max_open_trades'],
                                                all_results=all_results))
diff --git a/freqtrade/optimize/optimize_reports.py b/freqtrade/optimize/optimize_reports.py
index c5cd944a1..8ad063056 100644
--- a/freqtrade/optimize/optimize_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -121,9 +121,9 @@ def generate_text_table_strategy(stake_currency: str, max_open_trades: str,
 
     floatfmt = ('s', 'd', '.2f', '.2f', '.8f', '.2f', 'd', '.1f', '.1f')
     tabular_data = []
-    headers = ['Strategy', 'buy count', 'avg profit %', 'cum profit %',
-               f'tot profit {stake_currency}', 'tot profit %', 'avg duration',
-               'profit', 'loss']
+    headers = ['Strategy', 'Buy Count', 'Avg Profit %', 'Cum Profit %',
+               f'Tot Profit {stake_currency}', 'Tot Profit %', 'Avg Duration',
+               'Wins', 'Losses']
     for strategy, results in all_results.items():
         tabular_data.append([
             strategy,
diff --git a/tests/optimize/test_optimize_reports.py b/tests/optimize/test_optimize_reports.py
index 8c1a3619d..3ea13be47 100644
--- a/tests/optimize/test_optimize_reports.py
+++ b/tests/optimize/test_optimize_reports.py
@@ -91,14 +91,14 @@ def test_generate_text_table_strategy(default_conf, mocker):
     )
 
     result_str = (
-        '| Strategy   |   buy count |   avg profit % |   cum profit % '
-        '|   tot profit BTC |   tot profit % | avg duration   |   profit |   loss |\n'
-        '|:-----------|------------:|---------------:|---------------:'
-        '|-----------------:|---------------:|:---------------|---------:|-------:|\n'
+        '| Strategy   |   Buy Count |   Avg Profit % |   Cum Profit % |   Tot Profit BTC '
+        '|   Tot Profit % | Avg Duration   |   Wins |   Losses |\n'
+        '|:-----------|------------:|---------------:|---------------:|-----------------:'
+        '|---------------:|:---------------|-------:|---------:|\n'
         '| ETH/BTC    |           3 |          20.00 |          60.00 '
-        '|       1.10000000 |          30.00 | 0:17:00        |        3 |      0 |\n'
+        '|       1.10000000 |          30.00 | 0:17:00        |      3 |        0 |\n'
         '| LTC/BTC    |           3 |          30.00 |          90.00 '
-        '|       1.30000000 |          45.00 | 0:20:00        |        3 |      0 |'
+        '|       1.30000000 |          45.00 | 0:20:00        |      3 |        0 |'
     )
     assert generate_text_table_strategy('BTC', 2, all_results=results) == result_str
 

From 739acaa47502d63dbe24cd89b7dfd7b1babdcbd9 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Thu, 6 Feb 2020 13:54:51 +0300
Subject: [PATCH 0408/1106] Wordings improved

---
 docs/configuration.md | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 72e12f066..c0404d647 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -610,11 +610,11 @@ Once you will be happy with your bot performance running in the Dry-run mode, yo
 
 ### Considerations for dry-run
 
-* API-Keys may or may not be provided. Only Read-Only operations on the exchange are performed in dry-run mode.
-* Wallets (`/balance`) will be simulated.
-* Orders will be simulated, and will not be posted to the exchange
+* API-keys may or may not be provided. Only Read-Only operations (i.e. operations that do not alter account state) on the exchange are performed in the dry-run mode.
+* Wallets (`/balance`) are simulated.
+* Orders are simulated, and will not be posted to the exchange.
 * In combination with `stoploss_on_exchange`, the stop_loss price is assumed to be filled.
-* Open orders (not Trades!) are reset on bot restart.
+* Open orders (not trades, which are stored in the database) are reset on bot restart.
 
 ## Switch to production mode
 

From 2846f9454fdf48cf90493f91d19f790ddf51cb61 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Thu, 6 Feb 2020 17:02:11 +0300
Subject: [PATCH 0409/1106] Add description in the docs

---
 docs/strategy-customization.md | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index d59b097d7..cc3f8ee33 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -532,6 +532,27 @@ If you want to use a strategy from a different directory you can pass `--strateg
 freqtrade trade --strategy AwesomeStrategy --strategy-path /some/directory
 ```
 
+### Derived strategies
+
+The strategies can be derived from other strategies. This avoids duplication of your custom strategy code. You can use this technique to override small parts of your main strategy, leaving the rest untouched:
+
+```
+class MyAwesomeStrategy(IStrategy):
+    ...
+    stoploss = 0.13
+    trailing_stop = False
+    # All other attributes and methods are here as they
+    # should be in any custom strategy...
+    ...
+
+class MyAwesomeStrategy2(MyAwesomeStrategy):
+    # Override something
+    stoploss = 0.08
+    trailing_stop = True
+```
+
+Both attributes and methods may be overriden, altering behavior of the original strategy in a way you need. The strategy classes may be located in the same module (python file with the source code of your strategy) or in different modules (different python files). In the latter case you need to properly import the strategy class you derive the new one from.
+
 ### Common mistakes when developing strategies
 
 Backtesting analyzes the whole time-range at once for performance reasons. Because of this, strategy authors need to make sure that strategies do not look-ahead into the future.

From 412f5d68de2eeefa9b306e5b2604cb695dfc317a Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Thu, 6 Feb 2020 17:42:26 +0300
Subject: [PATCH 0410/1106] Add description to hyperopt advanced doc chapter

---
 docs/advanced-hyperopt.md | 28 ++++++++++++++++++++++++++++
 1 file changed, 28 insertions(+)

diff --git a/docs/advanced-hyperopt.md b/docs/advanced-hyperopt.md
index 20af0aaab..f47c33880 100644
--- a/docs/advanced-hyperopt.md
+++ b/docs/advanced-hyperopt.md
@@ -4,6 +4,34 @@ This page explains some advanced Hyperopt topics that may require higher
 coding skills and Python knowledge than creation of an ordinal hyperoptimization
 class.
 
+## Derived hyperopt classes
+
+Custom hyperop classes can be derived in the same way [it can be done for strategies](strategy-customization.md#derived-strategies).
+
+Applying to hyperoptimization, as an example, you may override how dimensions are defined in your optimization hyperspace:
+
+```
+class MyAwesomeHyperOpt(IHyperOpt):
+    ...
+    # Uses default stoploss dimension
+
+class MyAwesomeHyperOpt2(MyAwesomeHyperOpt):
+    @staticmethod
+    def stoploss_space() -> List[Dimension]:
+        # Override boundaries for stoploss
+        return [
+            Real(-0.33, -0.01, name='stoploss'),
+        ]
+```
+
+and then quickly switch between hyperopt classes, running optimization process with hyperopt class you need in each particular case:
+
+```
+$ freqtrade hyperopt --hyperopt MyAwesomeHyperOpt ...
+or
+$ freqtrade hyperopt --hyperopt MyAwesomeHyperOpt2 ...
+```
+
 ## Creating and using a custom loss function
 
 To use a custom loss function class, make sure that the function `hyperopt_loss_function` is defined in your custom hyperopt loss class.

From 2034527faa4c96d518f9a0506799fac89f1f0f56 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Thu, 6 Feb 2020 17:45:15 +0300
Subject: [PATCH 0411/1106] Update docs/strategy-customization.md

Co-Authored-By: Matthias <xmatthias@outlook.com>
---
 docs/strategy-customization.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index cc3f8ee33..717baf4db 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -536,7 +536,7 @@ freqtrade trade --strategy AwesomeStrategy --strategy-path /some/directory
 
 The strategies can be derived from other strategies. This avoids duplication of your custom strategy code. You can use this technique to override small parts of your main strategy, leaving the rest untouched:
 
-```
+``` python
 class MyAwesomeStrategy(IStrategy):
     ...
     stoploss = 0.13

From 418e7adac159d30e48a21cb09c4547c432fbf67e Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Thu, 6 Feb 2020 17:49:10 +0300
Subject: [PATCH 0412/1106] Highlight syntax in advanced-hyperopt as well

---
 docs/advanced-hyperopt.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/advanced-hyperopt.md b/docs/advanced-hyperopt.md
index f47c33880..25b4bd900 100644
--- a/docs/advanced-hyperopt.md
+++ b/docs/advanced-hyperopt.md
@@ -10,7 +10,7 @@ Custom hyperop classes can be derived in the same way [it can be done for strate
 
 Applying to hyperoptimization, as an example, you may override how dimensions are defined in your optimization hyperspace:
 
-```
+```python
 class MyAwesomeHyperOpt(IHyperOpt):
     ...
     # Uses default stoploss dimension

From f57bd6b616872904c68dee27fcd3c5814e67d486 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Thu, 6 Feb 2020 21:53:03 +0300
Subject: [PATCH 0413/1106] Keep the docs clean for unexperienced users

---
 docs/strategy-customization.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index 717baf4db..688647c2b 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -551,7 +551,7 @@ class MyAwesomeStrategy2(MyAwesomeStrategy):
     trailing_stop = True
 ```
 
-Both attributes and methods may be overriden, altering behavior of the original strategy in a way you need. The strategy classes may be located in the same module (python file with the source code of your strategy) or in different modules (different python files). In the latter case you need to properly import the strategy class you derive the new one from.
+Both attributes and methods may be overriden, altering behavior of the original strategy in a way you need.
 
 ### Common mistakes when developing strategies
 

From 2816b96650b46c2a18859b95527cda0edb5de1d6 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 6 Feb 2020 20:26:04 +0100
Subject: [PATCH 0414/1106] Create strategy_wrapper to call user-defined code
 with

---
 freqtrade/exceptions.py                |  7 +++++++
 freqtrade/strategy/interface.py        | 25 ++++++++--------------
 freqtrade/strategy/strategy_wrapper.py | 29 ++++++++++++++++++++++++++
 tests/strategy/test_interface.py       |  4 ++--
 4 files changed, 47 insertions(+), 18 deletions(-)
 create mode 100644 freqtrade/strategy/strategy_wrapper.py

diff --git a/freqtrade/exceptions.py b/freqtrade/exceptions.py
index 2f05ddb57..553a691ef 100644
--- a/freqtrade/exceptions.py
+++ b/freqtrade/exceptions.py
@@ -35,3 +35,10 @@ class TemporaryError(FreqtradeException):
     This could happen when an exchange is congested, unavailable, or the user
     has networking problems. Usually resolves itself after a time.
     """
+
+
+class StrategyError(FreqtradeException):
+    """
+    Errors with custom user-code deteced.
+    Usually caused by errors in the strategy.
+    """
diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index 6e15c5183..c20bf0218 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -3,21 +3,22 @@ IStrategy interface
 This module defines the interface to apply for strategies
 """
 import logging
+import warnings
 from abc import ABC, abstractmethod
 from datetime import datetime, timezone
 from enum import Enum
 from typing import Dict, List, NamedTuple, Optional, Tuple
-import warnings
 
 import arrow
 from pandas import DataFrame
 
 from freqtrade.data.dataprovider import DataProvider
+from freqtrade.exceptions import StrategyError
 from freqtrade.exchange import timeframe_to_minutes
 from freqtrade.persistence import Trade
+from freqtrade.strategy.strategy_wrapper import strategy_safe_wrapper
 from freqtrade.wallets import Wallets
 
-
 logger = logging.getLogger(__name__)
 
 
@@ -255,20 +256,12 @@ class IStrategy(ABC):
             return False, False
 
         try:
-            dataframe = self._analyze_ticker_internal(dataframe, {'pair': pair})
-        except ValueError as error:
-            logger.warning(
-                'Unable to analyze ticker for pair %s: %s',
-                pair,
-                str(error)
-            )
-            return False, False
-        except Exception as error:
-            logger.exception(
-                'Unexpected error when analyzing ticker for pair %s: %s',
-                pair,
-                str(error)
-            )
+            dataframe = strategy_safe_wrapper(
+                self._analyze_ticker_internal, message=""
+                )(dataframe, {'pair': pair})
+        except StrategyError as error:
+            logger.warning(f"Unable to analyze ticker for pair {pair}: {error}")
+
             return False, False
 
         if dataframe.empty:
diff --git a/freqtrade/strategy/strategy_wrapper.py b/freqtrade/strategy/strategy_wrapper.py
new file mode 100644
index 000000000..61c986732
--- /dev/null
+++ b/freqtrade/strategy/strategy_wrapper.py
@@ -0,0 +1,29 @@
+import logging
+
+from freqtrade.exceptions import StrategyError
+
+logger = logging.getLogger(__name__)
+
+
+def strategy_safe_wrapper(f, message: str, default_retval=None):
+    def wrapper(*args, **kwargs):
+        try:
+            return f(*args, **kwargs)
+        except ValueError as error:
+            logger.warning(
+                f"{message}"
+                f"Strategy caused the following exception: {error}"
+                f"{f}"
+            )
+            if not default_retval:
+                raise StrategyError(str(error)) from error
+            return default_retval
+        except Exception as error:
+            logger.exception(
+                f"Unexpected error {error} calling {f}"
+            )
+            if not default_retval:
+                raise StrategyError(str(error)) from error
+            return default_retval
+
+    return wrapper
diff --git a/tests/strategy/test_interface.py b/tests/strategy/test_interface.py
index 89c38bda1..2959fe62c 100644
--- a/tests/strategy/test_interface.py
+++ b/tests/strategy/test_interface.py
@@ -10,8 +10,8 @@ from freqtrade.configuration import TimeRange
 from freqtrade.data.converter import parse_ticker_dataframe
 from freqtrade.data.history import load_tickerdata_file
 from freqtrade.persistence import Trade
-from tests.conftest import get_patched_exchange, log_has
 from freqtrade.strategy.default_strategy import DefaultStrategy
+from tests.conftest import get_patched_exchange, log_has, log_has_re
 
 # Avoid to reinit the same object again and again
 _STRATEGY = DefaultStrategy(config={})
@@ -65,7 +65,7 @@ def test_get_signal_exception_valueerror(default_conf, mocker, caplog, ticker_hi
     )
     assert (False, False) == _STRATEGY.get_signal('foo', default_conf['ticker_interval'],
                                                   ticker_history)
-    assert log_has('Unable to analyze ticker for pair foo: xyz', caplog)
+    assert log_has_re(r'Strategy caused the following exception: xyz.*', caplog)
 
 
 def test_get_signal_empty_dataframe(default_conf, mocker, caplog, ticker_history):

From 49dcc561b77461ce22f8f875c49814008592b078 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 6 Feb 2020 20:30:17 +0100
Subject: [PATCH 0415/1106] POC for check_buy_timeout

---
 freqtrade/freqtradebot.py              |  7 ++++++-
 freqtrade/strategy/interface.py        | 18 ++++++++++++++++++
 freqtrade/strategy/strategy_wrapper.py |  2 +-
 3 files changed, 25 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index e51b3d550..f458f91d6 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -26,6 +26,7 @@ from freqtrade.resolvers import ExchangeResolver, StrategyResolver
 from freqtrade.rpc import RPCManager, RPCMessageType
 from freqtrade.state import State
 from freqtrade.strategy.interface import IStrategy, SellType
+from freqtrade.strategy.strategy_wrapper import strategy_safe_wrapper
 from freqtrade.wallets import Wallets
 
 logger = logging.getLogger(__name__)
@@ -819,7 +820,11 @@ class FreqtradeBot:
                 continue
 
             if ((order['side'] == 'buy' and order['status'] == 'canceled')
-                    or (self._check_timed_out('buy', order))):
+                    or self._check_timed_out('buy', order)
+                    or strategy_safe_wrapper(self.strategy.check_buy_timeout,
+                                             default_retval=False)(pair=trade.pair,
+                                                                   trade=trade,
+                                                                   order=order)):
 
                 self.handle_timedout_limit_buy(trade, order)
                 self.wallets.update()
diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index c20bf0218..de08b7cda 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -149,6 +149,24 @@ class IStrategy(ABC):
         :return: DataFrame with sell column
         """
 
+    def check_buy_timeout(self, pair: str, trade: Trade, order: Dict, **kwargs) -> bool:
+        """
+        Check buy timeout function callback.
+        This method can be used to override the buy-timeout.
+        It is called whenever a limit buy order has been created,
+        and is not yet fully filled.
+        Configuration options in `unfilledtimeout` will be verified before this,
+        so ensure to set these timeouts high enough.
+
+        When not implemented by a strategy, this simply returns False.
+        :param pair: Pair the trade is for
+        :param trade: trade object.
+        :param order: Order dictionary as returned from CCXT.
+        :param **kwargs: Ensure to keep this here so updates to this won't break your strategy.
+        :return bool: When True is returned, then the buy-order is cancelled.
+        """
+        return False
+
     def informative_pairs(self) -> List[Tuple[str, str]]:
         """
         Define additional, informative pair/interval combinations to be cached from the exchange.
diff --git a/freqtrade/strategy/strategy_wrapper.py b/freqtrade/strategy/strategy_wrapper.py
index 61c986732..4f35bfbab 100644
--- a/freqtrade/strategy/strategy_wrapper.py
+++ b/freqtrade/strategy/strategy_wrapper.py
@@ -5,7 +5,7 @@ from freqtrade.exceptions import StrategyError
 logger = logging.getLogger(__name__)
 
 
-def strategy_safe_wrapper(f, message: str, default_retval=None):
+def strategy_safe_wrapper(f, message: str = "", default_retval=None):
     def wrapper(*args, **kwargs):
         try:
             return f(*args, **kwargs)

From ff819386e1ce2f03f63acb9601486fcf0280053e Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Fri, 7 Feb 2020 03:51:50 +0100
Subject: [PATCH 0416/1106] added draws to backtesting tables, reduced len of
 some labels to help fit this without increasing total width

---
 docs/backtesting.md                     | 72 ++++++++++++-------------
 freqtrade/optimize/optimize_reports.py  | 25 +++++----
 tests/optimize/test_optimize_reports.py | 62 ++++++++++-----------
 3 files changed, 79 insertions(+), 80 deletions(-)

diff --git a/docs/backtesting.md b/docs/backtesting.md
index 2abb32ca0..79bfa2350 100644
--- a/docs/backtesting.md
+++ b/docs/backtesting.md
@@ -119,40 +119,40 @@ A backtesting result will look like that:
 
 ```
 ========================================================= BACKTESTING REPORT ========================================================
-| pair     |   buy count |   avg profit % |   cum profit % |   tot profit BTC |   tot profit % | avg duration   |   profit |   loss |
-|:---------|------------:|---------------:|---------------:|-----------------:|---------------:|:---------------|---------:|-------:|
-| ADA/BTC  |          35 |          -0.11 |          -3.88 |      -0.00019428 |          -1.94 | 4:35:00        |       14 |     21 |
-| ARK/BTC  |          11 |          -0.41 |          -4.52 |      -0.00022647 |          -2.26 | 2:03:00        |        3 |      8 |
-| BTS/BTC  |          32 |           0.31 |           9.78 |       0.00048938 |           4.89 | 5:05:00        |       18 |     14 |
-| DASH/BTC |          13 |          -0.08 |          -1.07 |      -0.00005343 |          -0.53 | 4:39:00        |        6 |      7 |
-| ENG/BTC  |          18 |           1.36 |          24.54 |       0.00122807 |          12.27 | 2:50:00        |        8 |     10 |
-| EOS/BTC  |          36 |           0.08 |           3.06 |       0.00015304 |           1.53 | 3:34:00        |       16 |     20 |
-| ETC/BTC  |          26 |           0.37 |           9.51 |       0.00047576 |           4.75 | 6:14:00        |       11 |     15 |
-| ETH/BTC  |          33 |           0.30 |           9.96 |       0.00049856 |           4.98 | 7:31:00        |       16 |     17 |
-| IOTA/BTC |          32 |           0.03 |           1.09 |       0.00005444 |           0.54 | 3:12:00        |       14 |     18 |
-| LSK/BTC  |          15 |           1.75 |          26.26 |       0.00131413 |          13.13 | 2:58:00        |        6 |      9 |
-| LTC/BTC  |          32 |          -0.04 |          -1.38 |      -0.00006886 |          -0.69 | 4:49:00        |       11 |     21 |
-| NANO/BTC |          17 |           1.26 |          21.39 |       0.00107058 |          10.70 | 1:55:00        |       10 |      7 |
-| NEO/BTC  |          23 |           0.82 |          18.97 |       0.00094936 |           9.48 | 2:59:00        |       10 |     13 |
-| REQ/BTC  |           9 |           1.17 |          10.54 |       0.00052734 |           5.27 | 3:47:00        |        4 |      5 |
-| XLM/BTC  |          16 |           1.22 |          19.54 |       0.00097800 |           9.77 | 3:15:00        |        7 |      9 |
-| XMR/BTC  |          23 |          -0.18 |          -4.13 |      -0.00020696 |          -2.07 | 5:30:00        |       12 |     11 |
-| XRP/BTC  |          35 |           0.66 |          22.96 |       0.00114897 |          11.48 | 3:49:00        |       12 |     23 |
-| ZEC/BTC  |          22 |          -0.46 |         -10.18 |      -0.00050971 |          -5.09 | 2:22:00        |        7 |     15 |
-| TOTAL    |         429 |           0.36 |         152.41 |       0.00762792 |          76.20 | 4:12:00        |      186 |    243 |
+| Pair     |   Buys |   Avg Profit % |   Cum Profit % |   Tot Profit BTC |   Tot Profit % | Avg Duration   |  Wins |  Draws |  Losses |
+|:---------|-------:|---------------:|---------------:|-----------------:|---------------:|:---------------|------:|-------:|--------:|
+| ADA/BTC  |     35 |          -0.11 |          -3.88 |      -0.00019428 |          -1.94 | 4:35:00        |    14 |      0 |      21 |
+| ARK/BTC  |     11 |          -0.41 |          -4.52 |      -0.00022647 |          -2.26 | 2:03:00        |     3 |      0 |       8 |
+| BTS/BTC  |     32 |           0.31 |           9.78 |       0.00048938 |           4.89 | 5:05:00        |    18 |      0 |      14 |
+| DASH/BTC |     13 |          -0.08 |          -1.07 |      -0.00005343 |          -0.53 | 4:39:00        |     6 |      0 |       7 |
+| ENG/BTC  |     18 |           1.36 |          24.54 |       0.00122807 |          12.27 | 2:50:00        |     8 |      0 |      10 |
+| EOS/BTC  |     36 |           0.08 |           3.06 |       0.00015304 |           1.53 | 3:34:00        |    16 |      0 |      20 |
+| ETC/BTC  |     26 |           0.37 |           9.51 |       0.00047576 |           4.75 | 6:14:00        |    11 |      0 |      15 |
+| ETH/BTC  |     33 |           0.30 |           9.96 |       0.00049856 |           4.98 | 7:31:00        |    16 |      0 |      17 |
+| IOTA/BTC |     32 |           0.03 |           1.09 |       0.00005444 |           0.54 | 3:12:00        |    14 |      0 |      18 |
+| LSK/BTC  |     15 |           1.75 |          26.26 |       0.00131413 |          13.13 | 2:58:00        |     6 |      0 |       9 |
+| LTC/BTC  |     32 |          -0.04 |          -1.38 |      -0.00006886 |          -0.69 | 4:49:00        |    11 |      0 |      21 |
+| NANO/BTC |     17 |           1.26 |          21.39 |       0.00107058 |          10.70 | 1:55:00        |    10 |      0 |       7 |
+| NEO/BTC  |     23 |           0.82 |          18.97 |       0.00094936 |           9.48 | 2:59:00        |    10 |      0 |      13 |
+| REQ/BTC  |      9 |           1.17 |          10.54 |       0.00052734 |           5.27 | 3:47:00        |     4 |      0 |       5 |
+| XLM/BTC  |     16 |           1.22 |          19.54 |       0.00097800 |           9.77 | 3:15:00        |     7 |      0 |       9 |
+| XMR/BTC  |     23 |          -0.18 |          -4.13 |      -0.00020696 |          -2.07 | 5:30:00        |    12 |      0 |      11 |
+| XRP/BTC  |     35 |           0.66 |          22.96 |       0.00114897 |          11.48 | 3:49:00        |    12 |      0 |      23 |
+| ZEC/BTC  |     22 |          -0.46 |         -10.18 |      -0.00050971 |          -5.09 | 2:22:00        |     7 |      0 |      15 |
+| TOTAL    |    429 |           0.36 |         152.41 |       0.00762792 |          76.20 | 4:12:00        |   186 |      0 |     243 |
 ========================================================= SELL REASON STATS =========================================================
-| Sell Reason        |   Count |   Profit |   Loss |
-|:-------------------|--------:|---------:|-------:|
-| trailing_stop_loss |     205 |      150 |     55 |
-| stop_loss          |     166 |        0 |    166 |
-| sell_signal        |      56 |       36 |     20 |
-| force_sell         |       2 |        0 |      2 |
+| Sell Reason        |   Sells |  Wins |  Draws |  Losses |
+|:-------------------|--------:|------:|-------:|--------:|
+| trailing_stop_loss |     205 |   150 |      0 |      55 |
+| stop_loss          |     166 |     0 |      0 |     166 |
+| sell_signal        |      56 |    36 |      0 |      20 |
+| force_sell         |       2 |     0 |      0 |       2 |
 ====================================================== LEFT OPEN TRADES REPORT ======================================================
-| pair     |   buy count |   avg profit % |   cum profit % |   tot profit BTC |   tot profit % | avg duration   |   profit |   loss |
-|:---------|------------:|---------------:|---------------:|-----------------:|---------------:|:---------------|---------:|-------:|
-| ADA/BTC  |           1 |           0.89 |           0.89 |       0.00004434 |           0.44 | 6:00:00        |        1 |      0 |
-| LTC/BTC  |           1 |           0.68 |           0.68 |       0.00003421 |           0.34 | 2:00:00        |        1 |      0 |
-| TOTAL    |           2 |           0.78 |           1.57 |       0.00007855 |           0.78 | 4:00:00        |        2 |      0 |
+| Pair     |   Buys |   Avg Profit % |   Cum Profit % |   Tot Profit BTC |   Tot Profit % | Avg Duration   |  Wins |  Draws |  Losses |
+|:---------|-------:|---------------:|---------------:|-----------------:|---------------:|:---------------|------:|-------:|--------:|
+| ADA/BTC  |      1 |           0.89 |           0.89 |       0.00004434 |           0.44 | 6:00:00        |     1 |      0 |       0 |
+| LTC/BTC  |      1 |           0.68 |           0.68 |       0.00003421 |           0.34 | 2:00:00        |     1 |      0 |       0 |
+| TOTAL    |      2 |           0.78 |           1.57 |       0.00007855 |           0.78 | 4:00:00        |     2 |      0 |       0 |
 ```
 
 The 1st table contains all trades the bot made, including "left open trades".
@@ -238,10 +238,10 @@ Detailed output for all strategies one after the other will be available, so mak
 
 ```
 =========================================================== STRATEGY SUMMARY ===========================================================
-| Strategy    |   Buy Count |   Avg Profit % |   Cum Profit % |   Tot Profit BTC |   Tot Profit % | Avg Duration   |     Wins | Losses |
-|:------------|------------:|---------------:|---------------:|-----------------:|---------------:|:---------------|---------:|-------:|
-| Strategy1   |         429 |           0.36 |         152.41 |       0.00762792 |          76.20 | 4:12:00        |      186 |    243 |
-| Strategy2   |        1487 |          -0.13 |        -197.58 |      -0.00988917 |         -98.79 | 4:43:00        |      662 |    825 |
+| Strategy    |   Buys |   Avg Profit % |   Cum Profit % |   Tot Profit BTC |   Tot Profit % | Avg Duration   |  Wins |  Draws | Losses |
+|:------------|-------:|---------------:|---------------:|-----------------:|---------------:|:---------------|------:|-------:|-------:|
+| Strategy1   |    429 |           0.36 |         152.41 |       0.00762792 |          76.20 | 4:12:00        |   186 |      0 |    243 |
+| Strategy2   |   1487 |          -0.13 |        -197.58 |      -0.00988917 |         -98.79 | 4:43:00        |   662 |      0 |    825 |
 ```
 
 ## Next step
diff --git a/freqtrade/optimize/optimize_reports.py b/freqtrade/optimize/optimize_reports.py
index 8ad063056..b00adbd48 100644
--- a/freqtrade/optimize/optimize_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -21,13 +21,14 @@ def generate_text_table(data: Dict[str, Dict], stake_currency: str, max_open_tra
     tabular_data = []
     headers = [
         'Pair',
-        'Buy Count',
+        'Buys',
         'Avg Profit %',
         'Cum Profit %',
         f'Tot Profit {stake_currency}',
         'Tot Profit %',
         'Avg Duration',
         'Wins',
+        'Draws',
         'Losses'
     ]
     for pair in data:
@@ -45,6 +46,7 @@ def generate_text_table(data: Dict[str, Dict], stake_currency: str, max_open_tra
             str(timedelta(
                 minutes=round(result.trade_duration.mean()))) if not result.empty else '0:00',
             len(result[result.profit_abs > 0]),
+            len(result[result.profit_abs == 0]),
             len(result[result.profit_abs < 0])
         ])
 
@@ -59,6 +61,7 @@ def generate_text_table(data: Dict[str, Dict], stake_currency: str, max_open_tra
         str(timedelta(
             minutes=round(results.trade_duration.mean()))) if not results.empty else '0:00',
         len(results[results.profit_abs > 0]),
+        len(results[results.profit_abs == 0]),
         len(results[results.profit_abs < 0])
     ])
     # Ignore type as floatfmt does allow tuples but mypy does not know that
@@ -78,8 +81,9 @@ def generate_text_table_sell_reason(
     tabular_data = []
     headers = [
         "Sell Reason",
-        "Sell Count",
+        "Sells",
         "Wins",
+        "Draws",
         "Losses",
         "Avg Profit %",
         "Cum Profit %",
@@ -88,7 +92,8 @@ def generate_text_table_sell_reason(
     ]
     for reason, count in results['sell_reason'].value_counts().iteritems():
         result = results.loc[results['sell_reason'] == reason]
-        profit = len(result[result['profit_abs'] >= 0])
+        wins = len(result[result['profit_abs'] > 0])
+        draws = len(result[result['profit_abs'] == 0])
         loss = len(result[result['profit_abs'] < 0])
         profit_mean = round(result['profit_percent'].mean() * 100.0, 2)
         profit_sum = round(result["profit_percent"].sum() * 100.0, 2)
@@ -98,7 +103,8 @@ def generate_text_table_sell_reason(
             [
                 reason.value,
                 count,
-                profit,
+                wins,
+                draws,
                 loss,
                 profit_mean,
                 profit_sum,
@@ -121,9 +127,9 @@ def generate_text_table_strategy(stake_currency: str, max_open_trades: str,
 
     floatfmt = ('s', 'd', '.2f', '.2f', '.8f', '.2f', 'd', '.1f', '.1f')
     tabular_data = []
-    headers = ['Strategy', 'Buy Count', 'Avg Profit %', 'Cum Profit %',
+    headers = ['Strategy', 'Buys', 'Avg Profit %', 'Cum Profit %',
                f'Tot Profit {stake_currency}', 'Tot Profit %', 'Avg Duration',
-               'Wins', 'Losses']
+               'Wins', 'Draws', 'Losses']
     for strategy, results in all_results.items():
         tabular_data.append([
             strategy,
@@ -135,6 +141,7 @@ def generate_text_table_strategy(stake_currency: str, max_open_trades: str,
             str(timedelta(
                 minutes=round(results.trade_duration.mean()))) if not results.empty else '0:00',
             len(results[results.profit_abs > 0]),
+            len(results[results.profit_abs == 0]),
             len(results[results.profit_abs < 0])
         ])
     # Ignore type as floatfmt does allow tuples but mypy does not know that
@@ -146,9 +153,9 @@ def generate_edge_table(results: dict) -> str:
 
     floatfmt = ('s', '.10g', '.2f', '.2f', '.2f', '.2f', 'd', '.d')
     tabular_data = []
-    headers = ['pair', 'stoploss', 'win rate', 'risk reward ratio',
-               'required risk reward', 'expectancy', 'total number of trades',
-               'average duration (min)']
+    headers = ['Pair', 'Stoploss', 'Win Rate', 'Risk Reward Ratio',
+               'Required Risk Reward', 'Expectancy', 'Total Number of Trades',
+               'Average Duration (min)']
 
     for result in results.items():
         if result[1].nb_trades > 0:
diff --git a/tests/optimize/test_optimize_reports.py b/tests/optimize/test_optimize_reports.py
index 3ea13be47..c31b10290 100644
--- a/tests/optimize/test_optimize_reports.py
+++ b/tests/optimize/test_optimize_reports.py
@@ -15,20 +15,17 @@ def test_generate_text_table(default_conf, mocker):
             'profit_percent': [0.1, 0.2],
             'profit_abs': [0.2, 0.4],
             'trade_duration': [10, 30],
-            'profit': [2, 0],
-            'loss': [0, 0]
+            'wins': [2, 0],
+            'draws': [0, 0],
+            'losses': [0, 0]
         }
     )
 
     result_str = (
-        '| Pair    |   Buy Count |   Avg Profit % |   Cum Profit % |   Tot Profit BTC '
-        '|   Tot Profit % | Avg Duration   |   Wins |   Losses |\n'
-        '|:--------|------------:|---------------:|---------------:|-----------------:'
-        '|---------------:|:---------------|-------:|---------:|\n'
-        '| ETH/BTC |           2 |          15.00 |          30.00 |       0.60000000 '
-        '|          15.00 | 0:20:00        |      2 |        0 |\n'
-        '| TOTAL   |           2 |          15.00 |          30.00 |       0.60000000 '
-        '|          15.00 | 0:20:00        |      2 |        0 |'
+        '| Pair    |   Buys |   Avg Profit % |   Cum Profit % |   Tot Profit BTC |   Tot Profit % | Avg Duration   |   Wins |   Draws |   Losses |\n'
+        '|:--------|-------:|---------------:|---------------:|-----------------:|---------------:|:---------------|-------:|--------:|---------:|\n'
+        '| ETH/BTC |      2 |          15.00 |          30.00 |       0.60000000 |          15.00 | 0:20:00        |      2 |       0 |        0 |\n'
+        '| TOTAL   |      2 |          15.00 |          30.00 |       0.60000000 |          15.00 | 0:20:00        |      2 |       0 |        0 |'
     )
     assert generate_text_table(data={'ETH/BTC': {}},
                                stake_currency='BTC', max_open_trades=2,
@@ -43,21 +40,18 @@ def test_generate_text_table_sell_reason(default_conf, mocker):
             'profit_percent': [0.1, 0.2, -0.1],
             'profit_abs': [0.2, 0.4, -0.2],
             'trade_duration': [10, 30, 10],
-            'profit': [2, 0, 0],
-            'loss': [0, 0, 1],
+            'wins': [2, 0, 0],
+            'draws': [0, 0, 0],
+            'losses': [0, 0, 1],
             'sell_reason': [SellType.ROI, SellType.ROI, SellType.STOP_LOSS]
         }
     )
 
     result_str = (
-        '| Sell Reason   |   Sell Count |   Wins |   Losses |   Avg Profit % |'
-        '   Cum Profit % |   Tot Profit BTC |   Tot Profit % |\n'
-        '|:--------------|-------------:|-------:|---------:|---------------:|'
-        '---------------:|-----------------:|---------------:|\n'
-        '| roi           |            2 |      2 |        0 |             15 |'
-        '             30 |              0.6 |             15 |\n'
-        '| stop_loss     |            1 |      0 |        1 |            -10 |'
-        '            -10 |             -0.2 |             -5 |'
+        '| Sell Reason   |   Sells |   Wins |   Draws |   Losses |   Avg Profit % |   Cum Profit % |   Tot Profit BTC |   Tot Profit % |\n'
+        '|:--------------|--------:|-------:|--------:|---------:|---------------:|---------------:|-----------------:|---------------:|\n'
+        '| roi           |       2 |      2 |       0 |        0 |             15 |             30 |              0.6 |             15 |\n'
+        '| stop_loss     |       1 |      0 |       0 |        1 |            -10 |            -10 |             -0.2 |             -5 |'
     )
     assert generate_text_table_sell_reason(
         data={'ETH/BTC': {}},
@@ -67,38 +61,36 @@ def test_generate_text_table_sell_reason(default_conf, mocker):
 
 def test_generate_text_table_strategy(default_conf, mocker):
     results = {}
-    results['ETH/BTC'] = pd.DataFrame(
+    results['TestStrategy1'] = pd.DataFrame(
         {
             'pair': ['ETH/BTC', 'ETH/BTC', 'ETH/BTC'],
             'profit_percent': [0.1, 0.2, 0.3],
             'profit_abs': [0.2, 0.4, 0.5],
             'trade_duration': [10, 30, 10],
-            'profit': [2, 0, 0],
-            'loss': [0, 0, 1],
+            'wins': [2, 0, 0],
+            'draws': [0, 0, 0],
+            'losses': [0, 0, 1],
             'sell_reason': [SellType.ROI, SellType.ROI, SellType.STOP_LOSS]
         }
     )
-    results['LTC/BTC'] = pd.DataFrame(
+    results['TestStrategy2'] = pd.DataFrame(
         {
             'pair': ['LTC/BTC', 'LTC/BTC', 'LTC/BTC'],
             'profit_percent': [0.4, 0.2, 0.3],
             'profit_abs': [0.4, 0.4, 0.5],
             'trade_duration': [15, 30, 15],
-            'profit': [4, 1, 0],
-            'loss': [0, 0, 1],
+            'wins': [4, 1, 0],
+            'draws': [0, 0, 0],
+            'losses': [0, 0, 1],
             'sell_reason': [SellType.ROI, SellType.ROI, SellType.STOP_LOSS]
         }
     )
 
     result_str = (
-        '| Strategy   |   Buy Count |   Avg Profit % |   Cum Profit % |   Tot Profit BTC '
-        '|   Tot Profit % | Avg Duration   |   Wins |   Losses |\n'
-        '|:-----------|------------:|---------------:|---------------:|-----------------:'
-        '|---------------:|:---------------|-------:|---------:|\n'
-        '| ETH/BTC    |           3 |          20.00 |          60.00 '
-        '|       1.10000000 |          30.00 | 0:17:00        |      3 |        0 |\n'
-        '| LTC/BTC    |           3 |          30.00 |          90.00 '
-        '|       1.30000000 |          45.00 | 0:20:00        |      3 |        0 |'
+        '| Strategy      |   Buys |   Avg Profit % |   Cum Profit % |   Tot Profit BTC |   Tot Profit % | Avg Duration   |   Wins |   Draws |   Losses |\n'
+        '|:--------------|-------:|---------------:|---------------:|-----------------:|---------------:|:---------------|-------:|--------:|---------:|\n'
+        '| TestStrategy1 |      3 |          20.00 |          60.00 |       1.10000000 |          30.00 | 0:17:00        |      3 |       0 |        0 |\n'
+        '| TestStrategy2 |      3 |          30.00 |          90.00 |       1.30000000 |          45.00 | 0:20:00        |      3 |       0 |        0 |'
     )
     assert generate_text_table_strategy('BTC', 2, all_results=results) == result_str
 
@@ -111,4 +103,4 @@ def test_generate_edge_table(edge_conf, mocker):
     assert generate_edge_table(results).count(':|') == 7
     assert generate_edge_table(results).count('| ETH/BTC |') == 1
     assert generate_edge_table(results).count(
-        '|   risk reward ratio |   required risk reward |   expectancy |') == 1
+        '|   Risk Reward Ratio |   Required Risk Reward |   Expectancy |') == 1

From aa2cb937b145f7a87b8044fe17e4d945c617ba2c Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Fri, 7 Feb 2020 03:54:47 +0100
Subject: [PATCH 0417/1106] flake8 :)

---
 tests/optimize/test_optimize_reports.py | 36 ++++++++++++++++---------
 1 file changed, 24 insertions(+), 12 deletions(-)

diff --git a/tests/optimize/test_optimize_reports.py b/tests/optimize/test_optimize_reports.py
index c31b10290..57e928cca 100644
--- a/tests/optimize/test_optimize_reports.py
+++ b/tests/optimize/test_optimize_reports.py
@@ -22,10 +22,14 @@ def test_generate_text_table(default_conf, mocker):
     )
 
     result_str = (
-        '| Pair    |   Buys |   Avg Profit % |   Cum Profit % |   Tot Profit BTC |   Tot Profit % | Avg Duration   |   Wins |   Draws |   Losses |\n'
-        '|:--------|-------:|---------------:|---------------:|-----------------:|---------------:|:---------------|-------:|--------:|---------:|\n'
-        '| ETH/BTC |      2 |          15.00 |          30.00 |       0.60000000 |          15.00 | 0:20:00        |      2 |       0 |        0 |\n'
-        '| TOTAL   |      2 |          15.00 |          30.00 |       0.60000000 |          15.00 | 0:20:00        |      2 |       0 |        0 |'
+        '| Pair    |   Buys |   Avg Profit % |   Cum Profit % |   Tot Profit BTC |'
+        '   Tot Profit % | Avg Duration   |   Wins |   Draws |   Losses |\n'
+        '|:--------|-------:|---------------:|---------------:|-----------------:|'
+        '---------------:|:---------------|-------:|--------:|---------:|\n'
+        '| ETH/BTC |      2 |          15.00 |          30.00 |       0.60000000 |'
+        '          15.00 | 0:20:00        |      2 |       0 |        0 |\n'
+        '| TOTAL   |      2 |          15.00 |          30.00 |       0.60000000 |'
+        '          15.00 | 0:20:00        |      2 |       0 |        0 |'
     )
     assert generate_text_table(data={'ETH/BTC': {}},
                                stake_currency='BTC', max_open_trades=2,
@@ -48,10 +52,14 @@ def test_generate_text_table_sell_reason(default_conf, mocker):
     )
 
     result_str = (
-        '| Sell Reason   |   Sells |   Wins |   Draws |   Losses |   Avg Profit % |   Cum Profit % |   Tot Profit BTC |   Tot Profit % |\n'
-        '|:--------------|--------:|-------:|--------:|---------:|---------------:|---------------:|-----------------:|---------------:|\n'
-        '| roi           |       2 |      2 |       0 |        0 |             15 |             30 |              0.6 |             15 |\n'
-        '| stop_loss     |       1 |      0 |       0 |        1 |            -10 |            -10 |             -0.2 |             -5 |'
+        '| Sell Reason   |   Sells |   Wins |   Draws |   Losses |'
+        '   Avg Profit % |   Cum Profit % |   Tot Profit BTC |   Tot Profit % |\n'
+        '|:--------------|--------:|-------:|--------:|---------:|'
+        '---------------:|---------------:|-----------------:|---------------:|\n'
+        '| roi           |       2 |      2 |       0 |        0 |'
+        '             15 |             30 |              0.6 |             15 |\n'
+        '| stop_loss     |       1 |      0 |       0 |        1 |'
+        '            -10 |            -10 |             -0.2 |             -5 |'
     )
     assert generate_text_table_sell_reason(
         data={'ETH/BTC': {}},
@@ -87,10 +95,14 @@ def test_generate_text_table_strategy(default_conf, mocker):
     )
 
     result_str = (
-        '| Strategy      |   Buys |   Avg Profit % |   Cum Profit % |   Tot Profit BTC |   Tot Profit % | Avg Duration   |   Wins |   Draws |   Losses |\n'
-        '|:--------------|-------:|---------------:|---------------:|-----------------:|---------------:|:---------------|-------:|--------:|---------:|\n'
-        '| TestStrategy1 |      3 |          20.00 |          60.00 |       1.10000000 |          30.00 | 0:17:00        |      3 |       0 |        0 |\n'
-        '| TestStrategy2 |      3 |          30.00 |          90.00 |       1.30000000 |          45.00 | 0:20:00        |      3 |       0 |        0 |'
+        '| Strategy      |   Buys |   Avg Profit % |   Cum Profit % |   Tot'
+        ' Profit BTC |   Tot Profit % | Avg Duration   |   Wins |   Draws |   Losses |\n'
+        '|:--------------|-------:|---------------:|---------------:|------'
+        '-----------:|---------------:|:---------------|-------:|--------:|---------:|\n'
+        '| TestStrategy1 |      3 |          20.00 |          60.00 |      '
+        ' 1.10000000 |          30.00 | 0:17:00        |      3 |       0 |        0 |\n'
+        '| TestStrategy2 |      3 |          30.00 |          90.00 |      '
+        ' 1.30000000 |          45.00 | 0:20:00        |      3 |       0 |        0 |'
     )
     assert generate_text_table_strategy('BTC', 2, all_results=results) == result_str
 

From 44d67389d2b88133c8ca745c4574b6c9fb4c3e10 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Tue, 4 Feb 2020 02:02:57 +0100
Subject: [PATCH 0418/1106] initial push of sortino, work not done, still  need
 own tests

---
 freqtrade/optimize/hyperopt_loss_sortino.py | 49 +++++++++++++++++++++
 1 file changed, 49 insertions(+)
 create mode 100644 freqtrade/optimize/hyperopt_loss_sortino.py

diff --git a/freqtrade/optimize/hyperopt_loss_sortino.py b/freqtrade/optimize/hyperopt_loss_sortino.py
new file mode 100644
index 000000000..e84ecb402
--- /dev/null
+++ b/freqtrade/optimize/hyperopt_loss_sortino.py
@@ -0,0 +1,49 @@
+"""
+SortinoHyperOptLoss
+
+This module defines the alternative HyperOptLoss class which can be used for
+Hyperoptimization.
+"""
+from datetime import datetime
+
+from pandas import DataFrame
+import numpy as np
+
+from freqtrade.optimize.hyperopt import IHyperOptLoss
+
+
+class SortinoHyperOptLoss(IHyperOptLoss):
+    """
+    Defines the loss function for hyperopt.
+
+    This implementation uses the Sharpe Ratio calculation.
+    """
+
+    @staticmethod
+    def hyperopt_loss_function(results: DataFrame, trade_count: int,
+                               min_date: datetime, max_date: datetime,
+                               *args, **kwargs) -> float:
+        """
+        Objective function, returns smaller number for more optimal results.
+
+        Uses Sharpe Ratio calculation.
+        """
+        total_profit = results["profit_percent"]
+        days_period = (max_date - min_date).days
+
+        # adding slippage of 0.1% per trade
+        total_profit = total_profit - 0.0005
+        expected_returns_mean = total_profit.sum() / days_period
+
+        results['downside_returns'] = 0
+        results.loc[total_profit < 0, 'downside_returns'] = results['profit_percent']
+        down_stdev = np.std(results['downside_returns'])
+
+        if np.std(total_profit) != 0.0:
+            sortino_ratio = expected_returns_mean / down_stdev * np.sqrt(365)
+        else:
+            # Define high (negative) sharpe ratio to be clear that this is NOT optimal.
+            sortino_ratio = -20.
+
+        # print(expected_returns_mean, down_stdev, sortino_ratio)
+        return -sortino_ratio

From deb0b7ad675b16cdbbde41d289fbe45840689c9b Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Fri, 7 Feb 2020 01:18:15 +0100
Subject: [PATCH 0419/1106] Added both SortinoHyperOptLoss and
 SortinoHyperOptLossDaily

---
 freqtrade/optimize/hyperopt_loss_sortino.py   |  6 +-
 .../optimize/hyperopt_loss_sortino_daily.py   | 64 +++++++++++++++++++
 2 files changed, 67 insertions(+), 3 deletions(-)
 create mode 100644 freqtrade/optimize/hyperopt_loss_sortino_daily.py

diff --git a/freqtrade/optimize/hyperopt_loss_sortino.py b/freqtrade/optimize/hyperopt_loss_sortino.py
index e84ecb402..83f644a43 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino.py
@@ -16,7 +16,7 @@ class SortinoHyperOptLoss(IHyperOptLoss):
     """
     Defines the loss function for hyperopt.
 
-    This implementation uses the Sharpe Ratio calculation.
+    This implementation uses the Sortino Ratio calculation.
     """
 
     @staticmethod
@@ -26,7 +26,7 @@ class SortinoHyperOptLoss(IHyperOptLoss):
         """
         Objective function, returns smaller number for more optimal results.
 
-        Uses Sharpe Ratio calculation.
+        Uses Sortino Ratio calculation.
         """
         total_profit = results["profit_percent"]
         days_period = (max_date - min_date).days
@@ -42,7 +42,7 @@ class SortinoHyperOptLoss(IHyperOptLoss):
         if np.std(total_profit) != 0.0:
             sortino_ratio = expected_returns_mean / down_stdev * np.sqrt(365)
         else:
-            # Define high (negative) sharpe ratio to be clear that this is NOT optimal.
+            # Define high (negative) sortino ratio to be clear that this is NOT optimal.
             sortino_ratio = -20.
 
         # print(expected_returns_mean, down_stdev, sortino_ratio)
diff --git a/freqtrade/optimize/hyperopt_loss_sortino_daily.py b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
new file mode 100644
index 000000000..b59baabcb
--- /dev/null
+++ b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
@@ -0,0 +1,64 @@
+"""
+SortinoHyperOptLossDaily
+
+This module defines the alternative HyperOptLoss class which can be used for
+Hyperoptimization.
+"""
+import math
+from datetime import datetime
+
+from pandas import DataFrame, date_range
+
+from freqtrade.optimize.hyperopt import IHyperOptLoss
+
+
+class SortinoHyperOptLossDaily(IHyperOptLoss):
+    """
+    Defines the loss function for hyperopt.
+
+    This implementation uses the Sortino Ratio calculation.
+    """
+
+    @staticmethod
+    def hyperopt_loss_function(results: DataFrame, trade_count: int,
+                               min_date: datetime, max_date: datetime,
+                               *args, **kwargs) -> float:
+        """
+        Objective function, returns smaller number for more optimal results.
+
+        Uses Sortino Ratio calculation.
+        """
+        resample_freq = '1D'
+        slippage_per_trade_ratio = 0.0005
+        days_in_year = 365
+        annual_risk_free_rate = 0.0
+        risk_free_rate = annual_risk_free_rate / days_in_year
+
+        # apply slippage per trade to profit_percent
+        results.loc[:, 'profit_percent_after_slippage'] = \
+            results['profit_percent'] - slippage_per_trade_ratio
+
+        # create the index within the min_date and end max_date
+        t_index = date_range(start=min_date, end=max_date, freq=resample_freq)
+
+        sum_daily = (
+            results.resample(resample_freq, on='close_time').agg(
+                {"profit_percent_after_slippage": sum}).reindex(t_index).fillna(0)
+        )
+
+        total_profit = sum_daily["profit_percent_after_slippage"] - risk_free_rate
+        expected_returns_mean = total_profit.mean()
+
+        results['downside_returns'] = 0
+        results.loc[total_profit < 0, 'downside_returns'] = results['profit_percent']
+        down_stdev = results['downside_returns'].std()
+
+        if (down_stdev != 0.):
+            sortino_ratio = expected_returns_mean / down_stdev * math.sqrt(days_in_year)
+        else:
+            # Define high (negative) sortino ratio to be clear that this is NOT optimal.
+            sortino_ratio = -20.
+
+        # print(t_index, sum_daily, total_profit)
+        # print(risk_free_rate, expected_returns_mean, down_stdev, sortino_ratio)
+        return -sortino_ratio

From b56a1f060318c22fa414aa0060eeb9c7c0754ac9 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Tue, 4 Feb 2020 02:02:57 +0100
Subject: [PATCH 0420/1106] initial push of sortino, work not done, still  need
 own tests

---
 freqtrade/optimize/hyperopt_loss_sortino.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/freqtrade/optimize/hyperopt_loss_sortino.py b/freqtrade/optimize/hyperopt_loss_sortino.py
index 83f644a43..e84ecb402 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino.py
@@ -16,7 +16,7 @@ class SortinoHyperOptLoss(IHyperOptLoss):
     """
     Defines the loss function for hyperopt.
 
-    This implementation uses the Sortino Ratio calculation.
+    This implementation uses the Sharpe Ratio calculation.
     """
 
     @staticmethod
@@ -26,7 +26,7 @@ class SortinoHyperOptLoss(IHyperOptLoss):
         """
         Objective function, returns smaller number for more optimal results.
 
-        Uses Sortino Ratio calculation.
+        Uses Sharpe Ratio calculation.
         """
         total_profit = results["profit_percent"]
         days_period = (max_date - min_date).days
@@ -42,7 +42,7 @@ class SortinoHyperOptLoss(IHyperOptLoss):
         if np.std(total_profit) != 0.0:
             sortino_ratio = expected_returns_mean / down_stdev * np.sqrt(365)
         else:
-            # Define high (negative) sortino ratio to be clear that this is NOT optimal.
+            # Define high (negative) sharpe ratio to be clear that this is NOT optimal.
             sortino_ratio = -20.
 
         # print(expected_returns_mean, down_stdev, sortino_ratio)

From 728ab0ff2115dac6affd80c5b6b5f6bfb4e85a71 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Fri, 7 Feb 2020 01:18:15 +0100
Subject: [PATCH 0421/1106] Added both SortinoHyperOptLoss and
 SortinoHyperOptLossDaily

---
 freqtrade/optimize/hyperopt_loss_sortino.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/freqtrade/optimize/hyperopt_loss_sortino.py b/freqtrade/optimize/hyperopt_loss_sortino.py
index e84ecb402..83f644a43 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino.py
@@ -16,7 +16,7 @@ class SortinoHyperOptLoss(IHyperOptLoss):
     """
     Defines the loss function for hyperopt.
 
-    This implementation uses the Sharpe Ratio calculation.
+    This implementation uses the Sortino Ratio calculation.
     """
 
     @staticmethod
@@ -26,7 +26,7 @@ class SortinoHyperOptLoss(IHyperOptLoss):
         """
         Objective function, returns smaller number for more optimal results.
 
-        Uses Sharpe Ratio calculation.
+        Uses Sortino Ratio calculation.
         """
         total_profit = results["profit_percent"]
         days_period = (max_date - min_date).days
@@ -42,7 +42,7 @@ class SortinoHyperOptLoss(IHyperOptLoss):
         if np.std(total_profit) != 0.0:
             sortino_ratio = expected_returns_mean / down_stdev * np.sqrt(365)
         else:
-            # Define high (negative) sharpe ratio to be clear that this is NOT optimal.
+            # Define high (negative) sortino ratio to be clear that this is NOT optimal.
             sortino_ratio = -20.
 
         # print(expected_returns_mean, down_stdev, sortino_ratio)

From 9bcc5d2eedb07417a0a468b3b6fa6514bc3fe2fd Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Fri, 7 Feb 2020 01:24:03 +0100
Subject: [PATCH 0422/1106] fixed downside_returns to read from
 profit_percent_after_slippage

---
 freqtrade/optimize/hyperopt_loss_sortino_daily.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt_loss_sortino_daily.py b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
index b59baabcb..0739379f6 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino_daily.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
@@ -50,7 +50,7 @@ class SortinoHyperOptLossDaily(IHyperOptLoss):
         expected_returns_mean = total_profit.mean()
 
         results['downside_returns'] = 0
-        results.loc[total_profit < 0, 'downside_returns'] = results['profit_percent']
+        results.loc[total_profit < 0, 'downside_returns'] = results['profit_percent_after_slippage']
         down_stdev = results['downside_returns'].std()
 
         if (down_stdev != 0.):

From be34dc463b31e4698638d72dc2c295f2c3ec91f5 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Fri, 7 Feb 2020 01:30:03 +0100
Subject: [PATCH 0423/1106] fixed bad commit


From 951a19fb00f7e7203a430a254b583eca654cfd08 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Fri, 7 Feb 2020 01:50:51 +0100
Subject: [PATCH 0424/1106] added tests for both sortino methods

---
 tests/optimize/test_hyperopt.py | 36 +++++++++++++++++++++++++++++++++
 1 file changed, 36 insertions(+)

diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index b3356bd6d..5cdbe7b5a 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -360,6 +360,42 @@ def test_sharpe_loss_daily_prefers_higher_profits(default_conf, hyperopt_results
     assert under > correct
 
 
+def test_sortino_loss_prefers_higher_profits(default_conf, hyperopt_results) -> None:
+    results_over = hyperopt_results.copy()
+    results_over['profit_percent'] = hyperopt_results['profit_percent'] * 2
+    results_under = hyperopt_results.copy()
+    results_under['profit_percent'] = hyperopt_results['profit_percent'] / 2
+
+    default_conf.update({'hyperopt_loss': 'SortinoHyperOptLoss'})
+    hl = HyperOptLossResolver.load_hyperoptloss(default_conf)
+    correct = hl.hyperopt_loss_function(hyperopt_results, len(hyperopt_results),
+                                        datetime(2019, 1, 1), datetime(2019, 5, 1))
+    over = hl.hyperopt_loss_function(results_over, len(hyperopt_results),
+                                     datetime(2019, 1, 1), datetime(2019, 5, 1))
+    under = hl.hyperopt_loss_function(results_under, len(hyperopt_results),
+                                      datetime(2019, 1, 1), datetime(2019, 5, 1))
+    assert over < correct
+    assert under > correct
+
+
+def test_sortino_loss_daily_prefers_higher_profits(default_conf, hyperopt_results) -> None:
+    results_over = hyperopt_results.copy()
+    results_over['profit_percent'] = hyperopt_results['profit_percent'] * 2
+    results_under = hyperopt_results.copy()
+    results_under['profit_percent'] = hyperopt_results['profit_percent'] / 2
+
+    default_conf.update({'hyperopt_loss': 'SortinoHyperOptLossDaily'})
+    hl = HyperOptLossResolver.load_hyperoptloss(default_conf)
+    correct = hl.hyperopt_loss_function(hyperopt_results, len(hyperopt_results),
+                                        datetime(2019, 1, 1), datetime(2019, 5, 1))
+    over = hl.hyperopt_loss_function(results_over, len(hyperopt_results),
+                                     datetime(2019, 1, 1), datetime(2019, 5, 1))
+    under = hl.hyperopt_loss_function(results_under, len(hyperopt_results),
+                                      datetime(2019, 1, 1), datetime(2019, 5, 1))
+    assert over < correct
+    assert under > correct
+
+
 def test_onlyprofit_loss_prefers_higher_profits(default_conf, hyperopt_results) -> None:
     results_over = hyperopt_results.copy()
     results_over['profit_percent'] = hyperopt_results['profit_percent'] * 2

From a46b7bcd6d7705bb4d2c6adc4c85ddbf8d2ad18e Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Fri, 7 Feb 2020 02:12:24 +0100
Subject: [PATCH 0425/1106] more fixes...

---
 freqtrade/optimize/hyperopt_loss_sortino_daily.py | 8 +++++---
 tests/optimize/test_hyperopt.py                   | 4 ++--
 2 files changed, 7 insertions(+), 5 deletions(-)

diff --git a/freqtrade/optimize/hyperopt_loss_sortino_daily.py b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
index 0739379f6..31482b981 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino_daily.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
@@ -47,11 +47,13 @@ class SortinoHyperOptLossDaily(IHyperOptLoss):
         )
 
         total_profit = sum_daily["profit_percent_after_slippage"] - risk_free_rate
+        total_downside = sum_daily['downside_returns'] - risk_free_rate
         expected_returns_mean = total_profit.mean()
 
-        results['downside_returns'] = 0
-        results.loc[total_profit < 0, 'downside_returns'] = results['profit_percent_after_slippage']
-        down_stdev = results['downside_returns'].std()
+        sum_daily['downside_returns'] = 0
+        sum_daily.loc[total_profit < 0,
+                      'downside_returns'] = sum_daily['profit_percent_after_slippage']
+        down_stdev = total_downside.std()
 
         if (down_stdev != 0.):
             sortino_ratio = expected_returns_mean / down_stdev * math.sqrt(days_in_year)
diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index 5cdbe7b5a..a2a98b0fb 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -380,9 +380,9 @@ def test_sortino_loss_prefers_higher_profits(default_conf, hyperopt_results) ->
 
 def test_sortino_loss_daily_prefers_higher_profits(default_conf, hyperopt_results) -> None:
     results_over = hyperopt_results.copy()
-    results_over['profit_percent'] = hyperopt_results['profit_percent'] * 2
+    results_over['profit_percent_after_slippage'] = hyperopt_results['profit_percent_after_slippage'] * 2
     results_under = hyperopt_results.copy()
-    results_under['profit_percent'] = hyperopt_results['profit_percent'] / 2
+    results_under['profit_percent_after_slippage'] = hyperopt_results['profit_percent_after_slippage'] / 2
 
     default_conf.update({'hyperopt_loss': 'SortinoHyperOptLossDaily'})
     hl = HyperOptLossResolver.load_hyperoptloss(default_conf)

From e8b9d88eb68cdda26b666dd42b8be39dccfc9940 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Fri, 7 Feb 2020 02:14:12 +0100
Subject: [PATCH 0426/1106] moved line for total_downside

---
 freqtrade/optimize/hyperopt_loss_sortino_daily.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt_loss_sortino_daily.py b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
index 31482b981..891e2bf1c 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino_daily.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
@@ -47,12 +47,12 @@ class SortinoHyperOptLossDaily(IHyperOptLoss):
         )
 
         total_profit = sum_daily["profit_percent_after_slippage"] - risk_free_rate
-        total_downside = sum_daily['downside_returns'] - risk_free_rate
         expected_returns_mean = total_profit.mean()
 
         sum_daily['downside_returns'] = 0
         sum_daily.loc[total_profit < 0,
                       'downside_returns'] = sum_daily['profit_percent_after_slippage']
+        total_downside = sum_daily['downside_returns'] - risk_free_rate
         down_stdev = total_downside.std()
 
         if (down_stdev != 0.):

From 6b279f297c1eb0e8f75957f7562fc2b6784677fe Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Fri, 7 Feb 2020 02:22:05 +0100
Subject: [PATCH 0427/1106] fixed test

---
 tests/optimize/test_hyperopt.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index a2a98b0fb..5cdbe7b5a 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -380,9 +380,9 @@ def test_sortino_loss_prefers_higher_profits(default_conf, hyperopt_results) ->
 
 def test_sortino_loss_daily_prefers_higher_profits(default_conf, hyperopt_results) -> None:
     results_over = hyperopt_results.copy()
-    results_over['profit_percent_after_slippage'] = hyperopt_results['profit_percent_after_slippage'] * 2
+    results_over['profit_percent'] = hyperopt_results['profit_percent'] * 2
     results_under = hyperopt_results.copy()
-    results_under['profit_percent_after_slippage'] = hyperopt_results['profit_percent_after_slippage'] / 2
+    results_under['profit_percent'] = hyperopt_results['profit_percent'] / 2
 
     default_conf.update({'hyperopt_loss': 'SortinoHyperOptLossDaily'})
     hl = HyperOptLossResolver.load_hyperoptloss(default_conf)

From a893f70e49188ad7711d0b9db4b24780baeb20c9 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 8 Feb 2020 02:21:39 +0300
Subject: [PATCH 0428/1106] Replace NXT with XRP in config.json.example

---
 config.json.example | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/config.json.example b/config.json.example
index 8b85e71eb..c62b8240c 100644
--- a/config.json.example
+++ b/config.json.example
@@ -44,7 +44,7 @@
             "DASH/BTC",
             "ZEC/BTC",
             "XLM/BTC",
-            "NXT/BTC",
+            "XRP/BTC",
             "TRX/BTC",
             "ADA/BTC",
             "XMR/BTC"

From 28184201e471385d29a48629ce6a6bac7bbb39ec Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 8 Feb 2020 02:47:50 +0300
Subject: [PATCH 0429/1106] Align sample_hyperopt_advanced.py to
 hyperopt_interface.py

---
 freqtrade/templates/sample_hyperopt_advanced.py | 13 ++++++++++---
 1 file changed, 10 insertions(+), 3 deletions(-)

diff --git a/freqtrade/templates/sample_hyperopt_advanced.py b/freqtrade/templates/sample_hyperopt_advanced.py
index b4bbee3fb..e66ef948b 100644
--- a/freqtrade/templates/sample_hyperopt_advanced.py
+++ b/freqtrade/templates/sample_hyperopt_advanced.py
@@ -230,7 +230,7 @@ class AdvancedSampleHyperOpt(IHyperOpt):
         'stoploss' optimization hyperspace.
         """
         return [
-            Real(-0.5, -0.02, name='stoploss'),
+            Real(-0.35, -0.02, name='stoploss'),
         ]
 
     @staticmethod
@@ -249,8 +249,15 @@ class AdvancedSampleHyperOpt(IHyperOpt):
             # other 'trailing' hyperspace parameters.
             Categorical([True], name='trailing_stop'),
 
-            Real(0.02, 0.35, name='trailing_stop_positive'),
-            Real(0.01, 0.1, name='trailing_stop_positive_offset'),
+            Real(0.01, 0.35, name='trailing_stop_positive'),
+
+            # 'trailing_stop_positive_offset' should be greater than 'trailing_stop_positive',
+            # so this intermediate parameter is used as the value of the difference between
+            # them. The value of the 'trailing_stop_positive_offset' is constructed in the
+            # generate_trailing_params() method.
+            # This is similar to the hyperspace dimensions used for constructing the ROI tables.
+            Real(0.001, 0.1, name='trailing_stop_positive_offset_p1'),
+
             Categorical([True, False], name='trailing_only_offset_is_reached'),
         ]
 

From 61ced5e926db56740550192db1cba34883a81374 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 8 Feb 2020 02:49:06 +0300
Subject: [PATCH 0430/1106] Fix typo

---
 freqtrade/optimize/hyperopt_interface.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt_interface.py b/freqtrade/optimize/hyperopt_interface.py
index d7d917c19..b3cedef2c 100644
--- a/freqtrade/optimize/hyperopt_interface.py
+++ b/freqtrade/optimize/hyperopt_interface.py
@@ -207,7 +207,7 @@ class IHyperOpt(ABC):
             # so this intermediate parameter is used as the value of the difference between
             # them. The value of the 'trailing_stop_positive_offset' is constructed in the
             # generate_trailing_params() method.
-            # # This is similar to the hyperspace dimensions used for constructing the ROI tables.
+            # This is similar to the hyperspace dimensions used for constructing the ROI tables.
             Real(0.001, 0.1, name='trailing_stop_positive_offset_p1'),
 
             Categorical([True, False], name='trailing_only_offset_is_reached'),

From a1fe3850e29d6cd04bbb4e2df182885dcca601c7 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 8 Feb 2020 13:34:04 +0100
Subject: [PATCH 0431/1106] Improve docker-compose file to be ready to use

---
 docker-compose.yml | 14 +++++++++++++-
 1 file changed, 13 insertions(+), 1 deletion(-)

diff --git a/docker-compose.yml b/docker-compose.yml
index cae98c3ee..3a4c4c2db 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -3,6 +3,18 @@ version: '3'
 services:
   freqtrade:
     image: freqtradeorg/freqtrade:master
+    # Build step - only needed when additional dependencies are needed
+    # build:
+    #   context: .
+    #   dockerfile: "./Dockerfile.technical"
+    restart: unless-stopped
+    container_name: freqtrade
     volumes:
       - "./user_data:/freqtrade/user_data"
-      - "./config.json:/freqtrade/config.json"
+    # Default command used when running `docker compose up`
+    command: >
+      trade
+      --logfile /freqtrade/user_data/freqtrade.log
+      --db-url sqlite:////freqtrade/user_data/tradesv3.sqlite
+      --config /freqtrade/user_data/config.json
+      --strategy SampleStrategy

From f508324fc82641f5ccddc46940bff9baeda4f8ac Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 8 Feb 2020 13:38:45 +0100
Subject: [PATCH 0432/1106] Update docker documentation to be easier to use

---
 docs/docker.md | 127 +++++++++++++++++++++++++++++++++++++++++++++++--
 1 file changed, 124 insertions(+), 3 deletions(-)

diff --git a/docs/docker.md b/docs/docker.md
index d1684abc5..b1eb0b298 100644
--- a/docs/docker.md
+++ b/docs/docker.md
@@ -1,4 +1,4 @@
-# Using FreqTrade with Docker
+# Using Freqtrade with Docker
 
 ## Install Docker
 
@@ -8,13 +8,134 @@ Start by downloading and installing Docker CE for your platform:
 * [Windows](https://docs.docker.com/docker-for-windows/install/)
 * [Linux](https://docs.docker.com/install/)
 
+Optionally, [docker-compose](https://docs.docker.com/compose/install/) should be installed and available to follow the docker quick start guide.
+
 Once you have Docker installed, simply prepare the config file (e.g. `config.json`) and run the image for `freqtrade` as explained below.
 
-## Download the official FreqTrade docker image
+## Freqtrade with docker-compose
+
+Freqtrade provides an official Docker image on [Dockerhub](https://hub.docker.com/r/freqtradeorg/freqtrade/), as well as a [docker-compose file](https://github.com/freqtrade/freqtrade/blob/develop/docker-compose.yml) ready for usage.
+
+!!! Note
+    The following section assumes that docker and docker-compose is installed and available to the logged in user.
+
+!!! Note
+    All below comands use relative directories and will have to be executed from the directory containing the `docker-compose.yml` file.
+
+### Docker quick start
+
+Create a new directory and place the [docker-compose file](https://github.com/freqtrade/freqtrade/blob/develop/docker-compose.yml) in this directory.
+
+``` bash
+mkdir freqtrade
+cd freqtrade/
+# Download the docker-compose file from the repository
+curl https://raw.githubusercontent.com/freqtrade/freqtrade/develop/docker-compose.yml -o docker-compose.yml
+
+# Pull the freqtrade image
+docker-compose pull
+
+# Create user directory structure
+docker-compose run --rm freqtrade create-userdir --userdir user_data
+
+# Create configuration - Requires answering interactive questions
+docker-compose run --rm freqtrade new-config --config user_data/config.json
+```
+
+The above snippet will create a directory called "freqtrade" - download the latest compose file and pull the freqtrade image.
+The last 2 steps will create the user-directory, as well as a default configuration based on your selections.
+
+#### Adding your strategy
+
+The configuration is now available as `user_data/config.json`.
+You should now copy your strategy to `user_data/strategies/` - and add the Strategy class name to the `docker-compose.yml` file, replacing `SampleStrategy`.
+
+Once this is done, you're ready to launch the bot in trading mode.
+
+``` bash
+docker-compose up -d
+```
+
+#### Docker-compose logs
+
+Logs will be written to `user_data/freqtrade.log`. 
+Alternatively, you can check the latest logs using `docker-compose logs -f`.
+
+#### Database
+
+The database will be in the user_data directory as well, and will be called `user_data/tradesv3.sqlite`.
+
+#### Updating freqtrade with docker-compose
+
+To update freqtrade when using docker-compose is as simple as running the following 2 commands:
+
+``` bash
+# Download the latest image
+docker-compose pull
+# Restart the image
+docker-compose up -d
+```
+
+This will first pull the latest image, and will then restart the container with the just pulled version.
+
+!!! Note
+    You should always check the changelog for breaking changes / manual interventions required and make sure the bot starts correctly after the update.
+
+#### Going from here
+
+Advanced users may edit the docker-compose file further to include all possible options or arguments.
+
+All possible freqtrade arguments will be available by running `docker-compose run --rm freqtrade <command> <optional arguments>`.
+
+!!! Note "`docker-compose run --rm`"
+    Inluding `--rm` will clean up the container after completion, and is highly recommended for all modes except trading mode (`freqtrade trade`).
+
+##### Example: Download data with docker-compose
+
+Downloading backtest data for one pair from binance. The data will be stored in the host directory `user_data/data/`.
+
+``` bash
+docker-compose run --rm freqtrade download-data --pairs ETH/BTC --exchange binance --days 5 -t 1h
+```
+
+Head over to the [Data Downloading Documentation](data-download.md) for more details on downloading data.
+
+##### Example: Backtest with docker-compose
+
+Backtesting in docker-containers:
+
+``` bash
+docker-compose run --rm freqtrade backtesting --config user_data/config.json --strategy SampleStrategy --timerange 20190801-20191001 -i 5m
+```
+
+Head over to the [Backtesting Documentation](backtesting.md) to learn more.
+
+#### Additional dependencies with docker-compose
+
+If your strategy requires dependencies not included in the default image (like [technical](https://github.com/freqtrade/technical)) - it will be necessary to build the image on your host.
+For this, please create a Dockerfile containing installation steps for the additional dependencies (have a look at [Dockerfile.technical](https://github.com/freqtrade/freqtrade/blob/develop/Dockerfile.technical) for an example).
+
+You'll then also need to modify the `docker-compose.yml` file and uncomment the build step, as well as rename the image to avoid naming collisions.
+
+``` yaml
+    image: freqtrade_custom
+    build:
+      context: .
+      dockerfile: "./Dockerfile.<yourextension>"
+```
+
+You can then run `docker-compose build` to build the docker image, and run it using the commands described above.
+
+## Docker - without docker compose
+
+!!! Warning
+    The below documentation is provided for completeness and assumes that you are somewhat familiar with running docker containers. If you're just starting out with docker, we recommend to follow the [Freqtrade with docker-compose](#freqtrade-with-docker-compose) instructions.
+
+### Download the official Freqtrade docker image
 
 Pull the image from docker hub.
 
-Branches / tags available can be checked out on [Dockerhub](https://hub.docker.com/r/freqtradeorg/freqtrade/tags/).
+Branches / tags available can be checked out on [Dockerhub tags page](https://hub.docker.com/r/freqtradeorg/freqtrade/tags/).
 
 ```bash
 docker pull freqtradeorg/freqtrade:develop

From 52f4187129566deeed3121752d34e5131410a87e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 8 Feb 2020 13:51:55 +0100
Subject: [PATCH 0433/1106] Allow exchange templates to configure
 outside-options too

---
 freqtrade/commands/build_config_commands.py   |  2 +-
 freqtrade/templates/base_config.json.j2       |  4 +-
 .../subtemplates/exchange_binance.j2          | 80 ++++++++++---------
 .../subtemplates/exchange_generic.j2          | 24 +++---
 .../templates/subtemplates/exchange_kraken.j2 | 67 ++++++++--------
 5 files changed, 91 insertions(+), 86 deletions(-)

diff --git a/freqtrade/commands/build_config_commands.py b/freqtrade/commands/build_config_commands.py
index 838fd510a..7dd1be607 100644
--- a/freqtrade/commands/build_config_commands.py
+++ b/freqtrade/commands/build_config_commands.py
@@ -90,10 +90,10 @@ def ask_user_config() -> Dict[str, Any]:
             "name": "exchange_name",
             "message": "Select exchange",
             "choices": [
-                "bittrex",
                 "binance",
                 "binanceje",
                 "binanceus",
+                "bittrex",
                 "kraken",
                 Separator(),
                 "other",
diff --git a/freqtrade/templates/base_config.json.j2 b/freqtrade/templates/base_config.json.j2
index 1370bfa80..0a4f92c4b 100644
--- a/freqtrade/templates/base_config.json.j2
+++ b/freqtrade/templates/base_config.json.j2
@@ -27,9 +27,7 @@
         "sell_profit_only": false,
         "ignore_roi_if_buy_signal": false
     },
-    "exchange": {
-        {{ exchange | indent(8) }}
-    },
+    {{ exchange | indent(4) }},
     "pairlists": [
         {"method": "StaticPairList"}
     ],
diff --git a/freqtrade/templates/subtemplates/exchange_binance.j2 b/freqtrade/templates/subtemplates/exchange_binance.j2
index c527d296b..03aa0560c 100644
--- a/freqtrade/templates/subtemplates/exchange_binance.j2
+++ b/freqtrade/templates/subtemplates/exchange_binance.j2
@@ -1,39 +1,41 @@
-"name": "{{ exchange_name | lower }}",
-"key": "{{ exchange_key }}",
-"secret": "{{ exchange_secret }}",
-"ccxt_config": {"enableRateLimit": true},
-"ccxt_async_config": {
-    "enableRateLimit": true,
-    "rateLimit": 200
-},
-"pair_whitelist": [
-    "ALGO/BTC",
-    "ATOM/BTC",
-    "BAT/BTC",
-    "BCH/BTC",
-    "BRD/BTC",
-    "EOS/BTC",
-    "ETH/BTC",
-    "IOTA/BTC",
-    "LINK/BTC",
-    "LTC/BTC",
-    "NEO/BTC",
-    "NXS/BTC",
-    "XMR/BTC",
-    "XRP/BTC",
-    "XTZ/BTC"
-],
-"pair_blacklist": [
-    "BNB/BTC",
-    "BNB/BUSD",
-    "BNB/ETH",
-    "BNB/EUR",
-    "BNB/NGN",
-    "BNB/PAX",
-    "BNB/RUB",
-    "BNB/TRY",
-    "BNB/TUSD",
-    "BNB/USDC",
-    "BNB/USDS",
-    "BNB/USDT",
-]
+"exchange": {
+    "name": "{{ exchange_name | lower }}",
+    "key": "{{ exchange_key }}",
+    "secret": "{{ exchange_secret }}",
+    "ccxt_config": {"enableRateLimit": true},
+    "ccxt_async_config": {
+        "enableRateLimit": true,
+        "rateLimit": 200
+    },
+    "pair_whitelist": [
+        "ALGO/BTC",
+        "ATOM/BTC",
+        "BAT/BTC",
+        "BCH/BTC",
+        "BRD/BTC",
+        "EOS/BTC",
+        "ETH/BTC",
+        "IOTA/BTC",
+        "LINK/BTC",
+        "LTC/BTC",
+        "NEO/BTC",
+        "NXS/BTC",
+        "XMR/BTC",
+        "XRP/BTC",
+        "XTZ/BTC"
+    ],
+    "pair_blacklist": [
+        "BNB/BTC",
+        "BNB/BUSD",
+        "BNB/ETH",
+        "BNB/EUR",
+        "BNB/NGN",
+        "BNB/PAX",
+        "BNB/RUB",
+        "BNB/TRY",
+        "BNB/TUSD",
+        "BNB/USDC",
+        "BNB/USDS",
+        "BNB/USDT",
+    ]
+}
diff --git a/freqtrade/templates/subtemplates/exchange_generic.j2 b/freqtrade/templates/subtemplates/exchange_generic.j2
index 33309de3b..ade9c2f28 100644
--- a/freqtrade/templates/subtemplates/exchange_generic.j2
+++ b/freqtrade/templates/subtemplates/exchange_generic.j2
@@ -1,13 +1,15 @@
-"name": "{{ exchange_name | lower }}",
-"key": "{{ exchange_key }}",
-"secret": "{{ exchange_secret }}",
-"ccxt_config": {"enableRateLimit": true},
-"ccxt_async_config": {
-    "enableRateLimit": true
-},
-"pair_whitelist": [
+"exchange": {
+    "name": "{{ exchange_name | lower }}",
+    "key": "{{ exchange_key }}",
+    "secret": "{{ exchange_secret }}",
+    "ccxt_config": {"enableRateLimit": true},
+    "ccxt_async_config": {
+        "enableRateLimit": true
+    },
+    "pair_whitelist": [
 
-],
-"pair_blacklist": [
+    ],
+    "pair_blacklist": [
 
-]
+    ]
+}
diff --git a/freqtrade/templates/subtemplates/exchange_kraken.j2 b/freqtrade/templates/subtemplates/exchange_kraken.j2
index 690828887..7139a0830 100644
--- a/freqtrade/templates/subtemplates/exchange_kraken.j2
+++ b/freqtrade/templates/subtemplates/exchange_kraken.j2
@@ -1,33 +1,36 @@
-"name": "kraken",
-"key": "{{ exchange_key }}",
-"secret": "{{ exchange_secret }}",
-"ccxt_config": {"enableRateLimit": true},
-"ccxt_async_config": {
-    "enableRateLimit": true,
-    "rateLimit": 1000
-},
-"pair_whitelist": [
-    "ADA/EUR",
-    "ATOM/EUR",
-    "BAT/EUR",
-    "BCH/EUR",
-    "BTC/EUR",
-    "DAI/EUR",
-    "DASH/EUR",
-    "EOS/EUR",
-    "ETC/EUR",
-    "ETH/EUR",
-    "LINK/EUR",
-    "LTC/EUR",
-    "QTUM/EUR",
-    "REP/EUR",
-    "WAVES/EUR",
-    "XLM/EUR",
-    "XMR/EUR",
-    "XRP/EUR",
-    "XTZ/EUR",
-    "ZEC/EUR"
-],
-"pair_blacklist": [
+"download_trades": true,
+"exchange": {
+    "name": "kraken",
+    "key": "{{ exchange_key }}",
+    "secret": "{{ exchange_secret }}",
+    "ccxt_config": {"enableRateLimit": true},
+    "ccxt_async_config": {
+        "enableRateLimit": true,
+        "rateLimit": 1000
+    },
+    "pair_whitelist": [
+        "ADA/EUR",
+        "ATOM/EUR",
+        "BAT/EUR",
+        "BCH/EUR",
+        "BTC/EUR",
+        "DAI/EUR",
+        "DASH/EUR",
+        "EOS/EUR",
+        "ETC/EUR",
+        "ETH/EUR",
+        "LINK/EUR",
+        "LTC/EUR",
+        "QTUM/EUR",
+        "REP/EUR",
+        "WAVES/EUR",
+        "XLM/EUR",
+        "XMR/EUR",
+        "XRP/EUR",
+        "XTZ/EUR",
+        "ZEC/EUR"
+    ],
+    "pair_blacklist": [
 
-]
+    ]
+}

From 34f04668c19f719f712b34bd556f13c5fb3af1bc Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 8 Feb 2020 14:02:51 +0100
Subject: [PATCH 0434/1106] Add template for bittrex

---
 docs/utils.md                                 |  1 -
 .../subtemplates/exchange_bittrex.j2          | 24 +++++++++++++++++++
 2 files changed, 24 insertions(+), 1 deletion(-)
 create mode 100644 freqtrade/templates/subtemplates/exchange_bittrex.j2

diff --git a/docs/utils.md b/docs/utils.md
index 66101d9bc..a986f040b 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -40,7 +40,6 @@ optional arguments:
 
 Creates a new configuration file, asking some questions which are important selections for a configuration.
 
-
 ```
 usage: freqtrade new-config [-h] [-c PATH]
 
diff --git a/freqtrade/templates/subtemplates/exchange_bittrex.j2 b/freqtrade/templates/subtemplates/exchange_bittrex.j2
new file mode 100644
index 000000000..7a7e8e291
--- /dev/null
+++ b/freqtrade/templates/subtemplates/exchange_bittrex.j2
@@ -0,0 +1,24 @@
+"exchange": {
+    "name": "{{ exchange_name | lower }}",
+    "key": "{{ exchange_key }}",
+    "secret": "{{ exchange_secret }}",
+    "ccxt_config": {"enableRateLimit": true},
+    "ccxt_async_config": {
+        "enableRateLimit": true,
+        "rateLimit": 500
+    },
+    "pair_whitelist": [
+        "ETH/BTC",
+        "LTC/BTC",
+        "ETC/BTC",
+        "DASH/BTC",
+        "ZEC/BTC",
+        "XLM/BTC",
+        "XRP/BTC",
+        "TRX/BTC",
+        "ADA/BTC",
+        "XMR/BTC"
+    ],
+    "pair_blacklist": [
+    ]
+}

From c4031761fec25cb1193557cc09733451fa028612 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 8 Feb 2020 09:53:20 +0100
Subject: [PATCH 0435/1106] Don't validate exchange for data-download
 subcommand

---
 freqtrade/commands/data_commands.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/commands/data_commands.py b/freqtrade/commands/data_commands.py
index ddc2ca25b..aee144505 100644
--- a/freqtrade/commands/data_commands.py
+++ b/freqtrade/commands/data_commands.py
@@ -37,7 +37,7 @@ def start_download_data(args: Dict[str, Any]) -> None:
     pairs_not_available: List[str] = []
 
     # Init exchange
-    exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config)
+    exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config, validate=False)
     try:
 
         if config.get('download_trades'):

From f3b1161640507d91e7694f03e80095304bfdaf0a Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sat, 8 Feb 2020 21:02:52 +0100
Subject: [PATCH 0436/1106] wide notifications fixes

---
 docs/configuration.md          |   2 +
 docs/telegram-usage.md         |   2 +-
 docs/webhook-config.md         |  51 ++++++++++++
 freqtrade/constants.py         |   4 +-
 freqtrade/freqtradebot.py      | 137 ++++++++++++++++++++++++---------
 freqtrade/rpc/rpc.py           |  14 ++--
 freqtrade/rpc/telegram.py      |  20 +++--
 freqtrade/rpc/webhook.py       |   4 +
 tests/rpc/test_rpc.py          |   6 +-
 tests/rpc/test_rpc_telegram.py |  81 ++++++++++++++++---
 tests/rpc/test_rpc_webhook.py  |  46 ++++++-----
 tests/test_freqtradebot.py     |   6 +-
 12 files changed, 288 insertions(+), 85 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index c0404d647..53e554709 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -92,7 +92,9 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `webhook.enabled` | Enable usage of Webhook notifications <br> ***Datatype:*** *Boolean*
 | `webhook.url` | URL for the webhook. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> ***Datatype:*** *String*
 | `webhook.webhookbuy` | Payload to send on buy. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> ***Datatype:*** *String*
+| `webhook.webhookbuycancel` | Payload to send on buy order cancel. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> ***Datatype:*** *String*
 | `webhook.webhooksell` | Payload to send on sell. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> ***Datatype:*** *String*
+| `webhook.webhooksellcancel` | Payload to send on sell order cancel. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> ***Datatype:*** *String*
 | `webhook.webhookstatus` | Payload to send on status calls. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> ***Datatype:*** *String*
 | `api_server.enabled` | Enable usage of API Server. See the [API Server documentation](rest-api.md) for more details. <br> ***Datatype:*** *Boolean*
 | `api_server.listen_ip_address` | Bind IP address. See the [API Server documentation](rest-api.md) for more details. <br> ***Datatype:*** *IPv4*
diff --git a/docs/telegram-usage.md b/docs/telegram-usage.md
index ed0c21a6e..ac9cea3d6 100644
--- a/docs/telegram-usage.md
+++ b/docs/telegram-usage.md
@@ -55,7 +55,7 @@ official commands. You can ask at any moment for help with `/help`.
 | `/reload_conf` | | Reloads the configuration file
 | `/show_config` | | Shows part of the current configuration with relevant settings to operation
 | `/status` | | Lists all open trades
-| `/status table` | | List all open trades in a table format
+| `/status table` | | List all open trades in a table format. Pending buy orders are marked with an asterisk(*)
 | `/count` | | Displays number of trades used and available
 | `/profit` | | Display a summary of your profit/loss from close trades and some stats about your performance
 | `/forcesell <trade_id>` | | Instantly sells the given trade  (Ignoring `minimum_roi`).
diff --git a/docs/webhook-config.md b/docs/webhook-config.md
index 9e0a34eae..878b18e8a 100644
--- a/docs/webhook-config.md
+++ b/docs/webhook-config.md
@@ -15,11 +15,21 @@ Sample configuration (tested using IFTTT).
             "value2": "limit {limit:8f}",
             "value3": "{stake_amount:8f} {stake_currency}"
         },
+        "webhookbuycancel": {
+            "value1": "Cancelling Buy {pair}",
+            "value2": "limit {limit:8f}",
+            "value3": "{stake_amount:8f} {stake_currency}"
+        },
         "webhooksell": {
             "value1": "Selling {pair}",
             "value2": "limit {limit:8f}",
             "value3": "profit: {profit_amount:8f} {stake_currency}"
         },
+        "webhooksellcancel": {
+            "value1": "Cancelling Sell {pair}",
+            "value2": "limit {limit:8f}",
+            "value3": "profit: {profit_amount:8f} {stake_currency}"
+        },
         "webhookstatus": {
             "value1": "Status: {status}",
             "value2": "",
@@ -40,10 +50,29 @@ Possible parameters are:
 * `exchange`
 * `pair`
 * `limit`
+* `amount`
 * `stake_amount`
 * `stake_currency`
 * `fiat_currency`
 * `order_type`
+* `open_rate`
+* `current_rate`
+
+### Webhookbuycancel
+
+The fields in `webhook.webhookbuycancel` are filled when the bot cancels a buy order. Parameters are filled using string.format.
+Possible parameters are:
+
+* `exchange`
+* `pair`
+* `limit`
+* `amount`
+* `stake_amount`
+* `stake_currency`
+* `fiat_currency`
+* `order_type`
+* `open_rate`
+* `current_rate`
 
 ### Webhooksell
 
@@ -57,6 +86,7 @@ Possible parameters are:
 * `amount`
 * `open_rate`
 * `current_rate`
+* `close_rate`
 * `profit_amount`
 * `profit_percent`
 * `stake_currency`
@@ -66,6 +96,27 @@ Possible parameters are:
 * `open_date`
 * `close_date`
 
+### Webhooksellcancel
+
+The fields in `webhook.webhooksellcancel` are filled when the bot cancels a sell order. Parameters are filled using string.format.
+Possible parameters are:
+
+* `exchange`
+* `pair`
+* `gain`
+* `limit`
+* `amount`
+* `open_rate`
+* `current_rate`
+* `close_rate`
+* `profit_amount`
+* `profit_percent`
+* `stake_currency`
+* `fiat_currency`
+* `sell_reason`
+* `order_type`
+* `open_date`
+
 ### Webhookstatus
 
 The fields in `webhook.webhookstatus` are used for regular status messages (Started / Stopped / ...). Parameters are filled using string.format.
diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index e68e741af..b34805e94 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -78,7 +78,7 @@ CONF_SCHEMA = {
         'amend_last_stake_amount': {'type': 'boolean', 'default': False},
         'last_stake_amount_min_ratio': {
             'type': 'number', 'minimum': 0.0, 'maximum': 1.0, 'default': 0.5
-            },
+        },
         'fiat_display_currency': {'type': 'string', 'enum': SUPPORTED_FIAT},
         'dry_run': {'type': 'boolean'},
         'dry_run_wallet': {'type': 'number', 'default': DRY_RUN_WALLET},
@@ -191,7 +191,9 @@ CONF_SCHEMA = {
             'properties': {
                 'enabled': {'type': 'boolean'},
                 'webhookbuy': {'type': 'object'},
+                'webhookbuycancel': {'type': 'object'},
                 'webhooksell': {'type': 'object'},
+                'webhooksellcancel': {'type': 'object'},
                 'webhookstatus': {'type': 'object'},
             },
         },
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index e51b3d550..2f57ca41b 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -234,7 +234,7 @@ class FreqtradeBot:
 
         return trades_created
 
-    def get_buy_rate(self, pair: str, tick: Dict = None) -> float:
+    def get_buy_rate(self, pair: str, refresh: bool = False, tick: Dict = None) -> float:
         """
         Calculates bid target between current ask price and last price
         :return: float: Price
@@ -253,7 +253,7 @@ class FreqtradeBot:
         else:
             if not tick:
                 logger.info('Using Last Ask / Last Price')
-                ticker = self.exchange.fetch_ticker(pair)
+                ticker = self.exchange.fetch_ticker(pair, refresh)
             else:
                 ticker = tick
             if ticker['ask'] < ticker['last']:
@@ -404,7 +404,7 @@ class FreqtradeBot:
 
             stake_amount = self.get_trade_stake_amount(pair)
             if not stake_amount:
-                logger.debug("Stake amount is 0, ignoring possible trade for {pair}.")
+                logger.debug(f"Stake amount is 0, ignoring possible trade for {pair}.")
                 return False
 
             logger.info(f"Buy signal found: about create a new trade with stake_amount: "
@@ -414,10 +414,12 @@ class FreqtradeBot:
             if ((bid_check_dom.get('enabled', False)) and
                     (bid_check_dom.get('bids_to_ask_delta', 0) > 0)):
                 if self._check_depth_of_market_buy(pair, bid_check_dom):
+                    logger.info(f'Executed Buy for {pair}.')
                     return self.execute_buy(pair, stake_amount)
                 else:
                     return False
 
+            logger.info(f'Executed Buy for {pair}')
             return self.execute_buy(pair, stake_amount)
         else:
             return False
@@ -450,7 +452,7 @@ class FreqtradeBot:
         """
         Executes a limit buy for the given pair
         :param pair: pair for which we want to create a LIMIT_BUY
-        :return: None
+        :return: bool
         """
         time_in_force = self.strategy.order_time_in_force['buy']
 
@@ -458,7 +460,7 @@ class FreqtradeBot:
             buy_limit_requested = price
         else:
             # Calculate price
-            buy_limit_requested = self.get_buy_rate(pair)
+            buy_limit_requested = self.get_buy_rate(pair, True)
 
         min_stake_amount = self._get_min_pair_stake_amount(pair, buy_limit_requested)
         if min_stake_amount is not None and min_stake_amount > stake_amount:
@@ -547,11 +549,37 @@ class FreqtradeBot:
             'type': RPCMessageType.BUY_NOTIFICATION,
             'exchange': self.exchange.name.capitalize(),
             'pair': trade.pair,
-            'limit': trade.open_rate,
+            'limit': trade.open_rate_requested,
             'order_type': order_type,
             'stake_amount': trade.stake_amount,
             'stake_currency': self.config['stake_currency'],
             'fiat_currency': self.config.get('fiat_display_currency', None),
+            'amount': trade.amount,
+            'open_date': trade.open_date or datetime.utcnow(),
+            'current_rate': trade.open_rate_requested,
+        }
+
+        # Send the message
+        self.rpc.send_msg(msg)
+
+    def _notify_buy_cancel(self, trade: Trade, order_type: str) -> None:
+        """
+        Sends rpc notification when a buy cancel occured.
+        """
+        current_rate = self.get_buy_rate(trade.pair, False)
+
+        msg = {
+            'type': RPCMessageType.BUY_CANCEL_NOTIFICATION,
+            'exchange': self.exchange.name.capitalize(),
+            'pair': trade.pair,
+            'limit': trade.open_rate_requested,
+            'order_type': order_type,
+            'stake_amount': trade.stake_amount,
+            'stake_currency': self.config['stake_currency'],
+            'fiat_currency': self.config.get('fiat_display_currency', None),
+            'amount': trade.amount,
+            'open_date': trade.open_date,
+            'current_rate': current_rate,
         }
 
         # Send the message
@@ -587,7 +615,7 @@ class FreqtradeBot:
 
         return trades_closed
 
-    def get_sell_rate(self, pair: str, refresh: bool) -> float:
+    def get_sell_rate(self, pair: str, refresh: bool = False) -> float:
         """
         Get sell rate - either using get-ticker bid or first bid based on orderbook
         The orderbook portion is only used for rpc messaging, which would otherwise fail
@@ -751,7 +779,7 @@ class FreqtradeBot:
             update_beat = self.strategy.order_types.get('stoploss_on_exchange_interval', 60)
             if (datetime.utcnow() - trade.stoploss_last_update).total_seconds() >= update_beat:
                 # cancelling the current stoploss on exchange first
-                logger.info('Trailing stoploss: cancelling current stoploss on exchange (id:{%s})'
+                logger.info('Trailing stoploss: cancelling current stoploss on exchange (id:{%s}) '
                             'in order to add another one ...', order['id'])
                 try:
                     self.exchange.cancel_order(order['id'], trade.pair)
@@ -777,7 +805,7 @@ class FreqtradeBot:
 
         if should_sell.sell_flag:
             self.execute_sell(trade, sell_rate, should_sell.sell_type)
-            logger.info('executed sell, reason: %s', should_sell.sell_type)
+            logger.info(f'Executed Sell for {trade.pair}. Reason: {should_sell.sell_type}')
             return True
         return False
 
@@ -820,41 +848,41 @@ class FreqtradeBot:
 
             if ((order['side'] == 'buy' and order['status'] == 'canceled')
                     or (self._check_timed_out('buy', order))):
-
                 self.handle_timedout_limit_buy(trade, order)
                 self.wallets.update()
+                order_type = self.strategy.order_types['buy']
+                self._notify_buy_cancel(trade, order_type)
 
             elif ((order['side'] == 'sell' and order['status'] == 'canceled')
                   or (self._check_timed_out('sell', order))):
                 self.handle_timedout_limit_sell(trade, order)
                 self.wallets.update()
+                order_type = self.strategy.order_types['sell']
+                self._notify_sell_cancel(trade, order_type)
 
-    def handle_buy_order_full_cancel(self, trade: Trade, reason: str) -> None:
-        """Close trade in database and send message"""
+    def delete_trade(self, trade: Trade) -> None:
+        """Delete trade in database"""
         Trade.session.delete(trade)
         Trade.session.flush()
-        logger.info('Buy order %s for %s.', reason, trade)
-        self.rpc.send_msg({
-            'type': RPCMessageType.STATUS_NOTIFICATION,
-            'status': f'Unfilled buy order for {trade.pair} {reason}'
-        })
 
     def handle_timedout_limit_buy(self, trade: Trade, order: Dict) -> bool:
         """
         Buy timeout - cancel order
         :return: True if order was fully cancelled
         """
-        reason = "cancelled due to timeout"
         if order['status'] != 'canceled':
+            reason = "cancelled due to timeout"
             corder = self.exchange.cancel_order(trade.open_order_id, trade.pair)
+            logger.info('Buy order %s for %s.', reason, trade)
         else:
             # Order was cancelled already, so we can reuse the existing dict
             corder = order
-            reason = "canceled on Exchange"
+            reason = "cancelled on exchange"
+            logger.info('Buy order %s for %s.', reason, trade)
 
         if corder.get('remaining', order['remaining']) == order['amount']:
             # if trade is not partially completed, just delete the trade
-            self.handle_buy_order_full_cancel(trade, reason)
+            self.delete_trade(trade)
             return True
 
         # if trade is partially complete, edit the stake details for the trade
@@ -878,10 +906,6 @@ class FreqtradeBot:
 
         trade.open_order_id = None
         logger.info('Partial buy order timeout for %s.', trade)
-        self.rpc.send_msg({
-            'type': RPCMessageType.STATUS_NOTIFICATION,
-            'status': f'Remaining buy order for {trade.pair} cancelled due to timeout'
-        })
         return False
 
     def handle_timedout_limit_sell(self, trade: Trade, order: Dict) -> bool:
@@ -889,24 +913,22 @@ class FreqtradeBot:
         Sell timeout - cancel order and update trade
         :return: True if order was fully cancelled
         """
+        # if trade is not partially completed, just cancel the trade
         if order['remaining'] == order['amount']:
-            # if trade is not partially completed, just cancel the trade
             if order["status"] != "canceled":
-                reason = "due to timeout"
+                reason = "cancelled due to timeout"
+                # if trade is not partially completed, just delete the trade
                 self.exchange.cancel_order(trade.open_order_id, trade.pair)
-                logger.info('Sell order timeout for %s.', trade)
+                logger.info('Sell order %s for %s.', reason, trade)
             else:
-                reason = "on exchange"
-                logger.info('Sell order canceled on exchange for %s.', trade)
+                reason = "cancelled on exchange"
+                logger.info('Sell order %s for %s.', reason, trade)
+
             trade.close_rate = None
             trade.close_profit = None
             trade.close_date = None
             trade.is_open = True
             trade.open_order_id = None
-            self.rpc.send_msg({
-                'type': RPCMessageType.STATUS_NOTIFICATION,
-                'status': f'Unfilled sell order for {trade.pair} cancelled {reason}'
-            })
 
             return True
 
@@ -938,13 +960,13 @@ class FreqtradeBot:
             raise DependencyException(
                 f"Not enough amount to sell. Trade-amount: {amount}, Wallet: {wallet_amount}")
 
-    def execute_sell(self, trade: Trade, limit: float, sell_reason: SellType) -> None:
+    def execute_sell(self, trade: Trade, limit: float, sell_reason: SellType) -> bool:
         """
         Executes a limit sell for the given trade and limit
         :param trade: Trade instance
         :param limit: limit rate for the sell order
         :param sellreason: Reason the sell was triggered
-        :return: None
+        :return: bool
         """
         sell_type = 'sell'
         if sell_reason in (SellType.STOP_LOSS, SellType.TRAILING_STOP_LOSS):
@@ -965,7 +987,7 @@ class FreqtradeBot:
 
         order_type = self.strategy.order_types[sell_type]
         if sell_reason == SellType.EMERGENCY_SELL:
-            # Emergencysells (default to market!)
+            # Emergency sells (default to market!)
             order_type = self.strategy.order_types.get("emergencysell", "market")
 
         amount = self._safe_sell_amount(trade.pair, trade.amount)
@@ -990,6 +1012,8 @@ class FreqtradeBot:
 
         self._notify_sell(trade, order_type)
 
+        return True
+
     def _notify_sell(self, trade: Trade, order_type: str) -> None:
         """
         Sends rpc notification when a sell occured.
@@ -1006,7 +1030,7 @@ class FreqtradeBot:
             'exchange': trade.exchange.capitalize(),
             'pair': trade.pair,
             'gain': gain,
-            'limit': trade.close_rate_requested,
+            'limit': profit_rate,
             'order_type': order_type,
             'amount': trade.amount,
             'open_rate': trade.open_rate,
@@ -1017,6 +1041,45 @@ class FreqtradeBot:
             'open_date': trade.open_date,
             'close_date': trade.close_date or datetime.utcnow(),
             'stake_currency': self.config['stake_currency'],
+            'fiat_currency': self.config.get('fiat_display_currency', None),
+        }
+
+        if 'fiat_display_currency' in self.config:
+            msg.update({
+                'fiat_currency': self.config['fiat_display_currency'],
+            })
+
+        # Send the message
+        self.rpc.send_msg(msg)
+
+    def _notify_sell_cancel(self, trade: Trade, order_type: str) -> None:
+        """
+        Sends rpc notification when a sell cancel occured.
+        """
+        profit_rate = trade.close_rate if trade.close_rate else trade.close_rate_requested
+        profit_trade = trade.calc_profit(rate=profit_rate)
+        # Use cached ticker here - it was updated seconds ago.
+        current_rate = self.get_sell_rate(trade.pair, False)
+        profit_percent = trade.calc_profit_ratio(profit_rate)
+        gain = "profit" if profit_percent > 0 else "loss"
+
+        msg = {
+            'type': RPCMessageType.SELL_CANCEL_NOTIFICATION,
+            'exchange': trade.exchange.capitalize(),
+            'pair': trade.pair,
+            'gain': gain,
+            'limit': profit_rate,
+            'order_type': order_type,
+            'amount': trade.amount,
+            'open_rate': trade.open_rate,
+            'current_rate': current_rate,
+            'profit_amount': profit_trade,
+            'profit_percent': profit_percent,
+            'sell_reason': trade.sell_reason,
+            'open_date': trade.open_date,
+            'close_date': trade.close_date,
+            'stake_currency': self.config['stake_currency'],
+            'fiat_currency': self.config.get('fiat_display_currency', None),
         }
 
         if 'fiat_display_currency' in self.config:
diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 7f5cfc101..c1efea79e 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -26,7 +26,9 @@ class RPCMessageType(Enum):
     WARNING_NOTIFICATION = 'warning'
     CUSTOM_NOTIFICATION = 'custom'
     BUY_NOTIFICATION = 'buy'
+    BUY_CANCEL_NOTIFICATION = 'buy_cancel'
     SELL_NOTIFICATION = 'sell'
+    SELL_CANCEL_NOTIFICATION = 'sell_cancel'
 
     def __repr__(self):
         return self.value
@@ -39,6 +41,7 @@ class RPCException(Exception):
 
     raise RPCException('*Status:* `no active trade`')
     """
+
     def __init__(self, message: str) -> None:
         super().__init__(self)
         self.message = message
@@ -157,15 +160,16 @@ class RPC:
                 profit_str = f'{trade_perc:.2f}%'
                 if self._fiat_converter:
                     fiat_profit = self._fiat_converter.convert_amount(
-                            trade_profit,
-                            stake_currency,
-                            fiat_display_currency
-                        )
+                        trade_profit,
+                        stake_currency,
+                        fiat_display_currency
+                    )
                     if fiat_profit and not isnan(fiat_profit):
                         profit_str += f" ({fiat_profit:.2f})"
                 trades_list.append([
                     trade.id,
-                    trade.pair,
+                    trade.pair + ['', '*'][trade.open_order_id is not None
+                                           and trade.close_rate_requested is None],
                     shorten_date(arrow.get(trade.open_date).humanize(only_distance=True)),
                     profit_str
                 ])
diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py
index e9ecdcff6..0dd7a8ffd 100644
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@@ -134,13 +134,18 @@ class Telegram(RPC):
                 msg['stake_amount_fiat'] = 0
 
             message = ("*{exchange}:* Buying {pair}\n"
-                       "at rate `{limit:.8f}\n"
-                       "({stake_amount:.6f} {stake_currency}").format(**msg)
+                       "*Amount:* `{amount:.8f}`\n"
+                       "*Open Rate:* `{limit:.8f}`\n"
+                       "*Current Rate:* `{current_rate:.8f}`\n"
+                       "*Total:* `({stake_amount:.6f} {stake_currency}").format(**msg)
 
             if msg.get('fiat_currency', None):
-                message += ",{stake_amount_fiat:.3f} {fiat_currency}".format(**msg)
+                message += ", {stake_amount_fiat:.3f} {fiat_currency}".format(**msg)
             message += ")`"
 
+        elif msg['type'] == RPCMessageType.BUY_CANCEL_NOTIFICATION:
+            message = "*{exchange}:* Cancelling Buy {pair}".format(**msg)
+
         elif msg['type'] == RPCMessageType.SELL_NOTIFICATION:
             msg['amount'] = round(msg['amount'], 8)
             msg['profit_percent'] = round(msg['profit_percent'] * 100, 2)
@@ -149,10 +154,10 @@ class Telegram(RPC):
             msg['duration_min'] = msg['duration'].total_seconds() / 60
 
             message = ("*{exchange}:* Selling {pair}\n"
-                       "*Rate:* `{limit:.8f}`\n"
                        "*Amount:* `{amount:.8f}`\n"
                        "*Open Rate:* `{open_rate:.8f}`\n"
                        "*Current Rate:* `{current_rate:.8f}`\n"
+                       "*Close Rate:* `{limit:.8f}`\n"
                        "*Sell Reason:* `{sell_reason}`\n"
                        "*Duration:* `{duration} ({duration_min:.1f} min)`\n"
                        "*Profit:* `{profit_percent:.2f}%`").format(**msg)
@@ -163,8 +168,11 @@ class Telegram(RPC):
                and self._fiat_converter):
                 msg['profit_fiat'] = self._fiat_converter.convert_amount(
                     msg['profit_amount'], msg['stake_currency'], msg['fiat_currency'])
-                message += ('` ({gain}: {profit_amount:.8f} {stake_currency}`'
-                            '` / {profit_fiat:.3f} {fiat_currency})`').format(**msg)
+                message += (' `({gain}: {profit_amount:.8f} {stake_currency}'
+                            ' / {profit_fiat:.3f} {fiat_currency})`').format(**msg)
+
+        elif msg['type'] == RPCMessageType.SELL_CANCEL_NOTIFICATION:
+            message = "*{exchange}:* Cancelling Sell {pair}".format(**msg)
 
         elif msg['type'] == RPCMessageType.STATUS_NOTIFICATION:
             message = '*Status:* `{status}`'.format(**msg)
diff --git a/freqtrade/rpc/webhook.py b/freqtrade/rpc/webhook.py
index 37ca466de..1309663d4 100644
--- a/freqtrade/rpc/webhook.py
+++ b/freqtrade/rpc/webhook.py
@@ -41,8 +41,12 @@ class Webhook(RPC):
 
             if msg['type'] == RPCMessageType.BUY_NOTIFICATION:
                 valuedict = self._config['webhook'].get('webhookbuy', None)
+            elif msg['type'] == RPCMessageType.BUY_CANCEL_NOTIFICATION:
+                valuedict = self._config['webhook'].get('webhookbuycancel', None)
             elif msg['type'] == RPCMessageType.SELL_NOTIFICATION:
                 valuedict = self._config['webhook'].get('webhooksell', None)
+            elif msg['type'] == RPCMessageType.SELL_CANCEL_NOTIFICATION:
+                valuedict = self._config['webhook'].get('webhooksellcancel', None)
             elif msg['type'] in(RPCMessageType.STATUS_NOTIFICATION,
                                 RPCMessageType.CUSTOM_NOTIFICATION,
                                 RPCMessageType.WARNING_NOTIFICATION):
diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index 36fce1797..a35bfa0d6 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -122,7 +122,7 @@ def test_rpc_status_table(default_conf, ticker, fee, mocker) -> None:
     assert "Since" in headers
     assert "Pair" in headers
     assert 'instantly' == result[0][2]
-    assert 'ETH/BTC' == result[0][1]
+    assert 'ETH/BTC' in result[0][1]
     assert '-0.59%' == result[0][3]
     # Test with fiatconvert
 
@@ -131,7 +131,7 @@ def test_rpc_status_table(default_conf, ticker, fee, mocker) -> None:
     assert "Since" in headers
     assert "Pair" in headers
     assert 'instantly' == result[0][2]
-    assert 'ETH/BTC' == result[0][1]
+    assert 'ETH/BTC' in result[0][1]
     assert '-0.59% (-0.09)' == result[0][3]
 
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
@@ -140,7 +140,7 @@ def test_rpc_status_table(default_conf, ticker, fee, mocker) -> None:
     rpc._freqtrade.exchange._cached_ticker = {}
     result, headers = rpc._rpc_status_table(default_conf['stake_currency'], 'USD')
     assert 'instantly' == result[0][2]
-    assert 'ETH/BTC' == result[0][1]
+    assert 'ETH/BTC' in result[0][1]
     assert 'nan%' == result[0][3]
 
 
diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py
index ffc29ee12..ae9c0c4dc 100644
--- a/tests/rpc/test_rpc_telegram.py
+++ b/tests/rpc/test_rpc_telegram.py
@@ -284,7 +284,7 @@ def test_status_table_handle(default_conf, update, ticker, fee, mocker) -> None:
     fields = re.sub('[ ]+', ' ', line[2].strip()).split(' ')
 
     assert int(fields[0]) == 1
-    assert fields[1] == 'ETH/BTC'
+    assert 'ETH/BTC' in fields[1]
     assert msg_mock.call_count == 1
 
 
@@ -1200,12 +1200,35 @@ def test_send_msg_buy_notification(default_conf, mocker) -> None:
         'stake_amount': 0.001,
         'stake_amount_fiat': 0.0,
         'stake_currency': 'BTC',
-        'fiat_currency': 'USD'
+        'fiat_currency': 'USD',
+        'current_rate': 1.099e-05,
+        'amount': 1333.3333333333335,
+        'open_date': arrow.utcnow().shift(hours=-1)
     })
     assert msg_mock.call_args[0][0] \
         == '*Bittrex:* Buying ETH/BTC\n' \
-           'at rate `0.00001099\n' \
-           '(0.001000 BTC,0.000 USD)`'
+           '*Amount:* `1333.33333333`\n' \
+           '*Open Rate:* `0.00001099`\n' \
+           '*Current Rate:* `0.00001099`\n' \
+           '*Total:* `(0.001000 BTC, 0.000 USD)`'
+
+
+def test_send_msg_buy_cancel_notification(default_conf, mocker) -> None:
+    msg_mock = MagicMock()
+    mocker.patch.multiple(
+        'freqtrade.rpc.telegram.Telegram',
+        _init=MagicMock(),
+        _send_msg=msg_mock
+    )
+    freqtradebot = get_patched_freqtradebot(mocker, default_conf)
+    telegram = Telegram(freqtradebot)
+    telegram.send_msg({
+        'type': RPCMessageType.BUY_CANCEL_NOTIFICATION,
+        'exchange': 'Bittrex',
+        'pair': 'ETH/BTC',
+    })
+    assert msg_mock.call_args[0][0] \
+        == ('*Bittrex:* Cancelling Buy ETH/BTC')
 
 
 def test_send_msg_sell_notification(default_conf, mocker) -> None:
@@ -1239,13 +1262,13 @@ def test_send_msg_sell_notification(default_conf, mocker) -> None:
     })
     assert msg_mock.call_args[0][0] \
         == ('*Binance:* Selling KEY/ETH\n'
-            '*Rate:* `0.00003201`\n'
             '*Amount:* `1333.33333333`\n'
             '*Open Rate:* `0.00007500`\n'
             '*Current Rate:* `0.00003201`\n'
+            '*Close Rate:* `0.00003201`\n'
             '*Sell Reason:* `stop_loss`\n'
             '*Duration:* `1:00:00 (60.0 min)`\n'
-            '*Profit:* `-57.41%`` (loss: -0.05746268 ETH`` / -24.812 USD)`')
+            '*Profit:* `-57.41%` `(loss: -0.05746268 ETH / -24.812 USD)`')
 
     msg_mock.reset_mock()
     telegram.send_msg({
@@ -1267,10 +1290,10 @@ def test_send_msg_sell_notification(default_conf, mocker) -> None:
     })
     assert msg_mock.call_args[0][0] \
         == ('*Binance:* Selling KEY/ETH\n'
-            '*Rate:* `0.00003201`\n'
             '*Amount:* `1333.33333333`\n'
             '*Open Rate:* `0.00007500`\n'
             '*Current Rate:* `0.00003201`\n'
+            '*Close Rate:* `0.00003201`\n'
             '*Sell Reason:* `stop_loss`\n'
             '*Duration:* `1 day, 2:30:00 (1590.0 min)`\n'
             '*Profit:* `-57.41%`')
@@ -1278,6 +1301,37 @@ def test_send_msg_sell_notification(default_conf, mocker) -> None:
     telegram._fiat_converter.convert_amount = old_convamount
 
 
+def test_send_msg_sell_cancel_notification(default_conf, mocker) -> None:
+    msg_mock = MagicMock()
+    mocker.patch.multiple(
+        'freqtrade.rpc.telegram.Telegram',
+        _init=MagicMock(),
+        _send_msg=msg_mock
+    )
+    freqtradebot = get_patched_freqtradebot(mocker, default_conf)
+    telegram = Telegram(freqtradebot)
+    old_convamount = telegram._fiat_converter.convert_amount
+    telegram._fiat_converter.convert_amount = lambda a, b, c: -24.812
+    telegram.send_msg({
+        'type': RPCMessageType.SELL_CANCEL_NOTIFICATION,
+        'exchange': 'Binance',
+        'pair': 'KEY/ETH',
+    })
+    assert msg_mock.call_args[0][0] \
+        == ('*Binance:* Cancelling Sell KEY/ETH')
+
+    msg_mock.reset_mock()
+    telegram.send_msg({
+        'type': RPCMessageType.SELL_CANCEL_NOTIFICATION,
+        'exchange': 'Binance',
+        'pair': 'KEY/ETH',
+    })
+    assert msg_mock.call_args[0][0] \
+        == ('*Binance:* Cancelling Sell KEY/ETH')
+    # Reset singleton function to avoid random breaks
+    telegram._fiat_converter.convert_amount = old_convamount
+
+
 def test_send_msg_status_notification(default_conf, mocker) -> None:
     msg_mock = MagicMock()
     mocker.patch.multiple(
@@ -1360,12 +1414,17 @@ def test_send_msg_buy_notification_no_fiat(default_conf, mocker) -> None:
         'stake_amount': 0.001,
         'stake_amount_fiat': 0.0,
         'stake_currency': 'BTC',
-        'fiat_currency': None
+        'fiat_currency': None,
+        'current_rate': 1.099e-05,
+        'amount': 1333.3333333333335,
+        'open_date': arrow.utcnow().shift(hours=-1)
     })
     assert msg_mock.call_args[0][0] \
         == '*Bittrex:* Buying ETH/BTC\n' \
-           'at rate `0.00001099\n' \
-           '(0.001000 BTC)`'
+           '*Amount:* `1333.33333333`\n' \
+           '*Open Rate:* `0.00001099`\n' \
+           '*Current Rate:* `0.00001099`\n' \
+           '*Total:* `(0.001000 BTC)`'
 
 
 def test_send_msg_sell_notification_no_fiat(default_conf, mocker) -> None:
@@ -1398,10 +1457,10 @@ def test_send_msg_sell_notification_no_fiat(default_conf, mocker) -> None:
     })
     assert msg_mock.call_args[0][0] \
         == '*Binance:* Selling KEY/ETH\n' \
-           '*Rate:* `0.00003201`\n' \
            '*Amount:* `1333.33333333`\n' \
            '*Open Rate:* `0.00007500`\n' \
            '*Current Rate:* `0.00003201`\n' \
+           '*Close Rate:* `0.00003201`\n' \
            '*Sell Reason:* `stop_loss`\n' \
            '*Duration:* `2:35:03 (155.1 min)`\n' \
            '*Profit:* `-57.41%`'
diff --git a/tests/rpc/test_rpc_webhook.py b/tests/rpc/test_rpc_webhook.py
index c066aa8e7..3b9ce3f0d 100644
--- a/tests/rpc/test_rpc_webhook.py
+++ b/tests/rpc/test_rpc_webhook.py
@@ -13,24 +13,34 @@ from tests.conftest import get_patched_freqtradebot, log_has
 
 def get_webhook_dict() -> dict:
     return {
-          "enabled": True,
-          "url": "https://maker.ifttt.com/trigger/freqtrade_test/with/key/c764udvJ5jfSlswVRukZZ2/",
-          "webhookbuy": {
-              "value1": "Buying {pair}",
-              "value2": "limit {limit:8f}",
-              "value3": "{stake_amount:8f} {stake_currency}"
-          },
-          "webhooksell": {
-              "value1": "Selling {pair}",
-              "value2": "limit {limit:8f}",
-              "value3": "profit: {profit_amount:8f} {stake_currency}"
-          },
-          "webhookstatus": {
-              "value1": "Status: {status}",
-              "value2": "",
-              "value3": ""
-          }
-      }
+        "enabled": True,
+        "url": "https://maker.ifttt.com/trigger/freqtrade_test/with/key/c764udvJ5jfSlswVRukZZ2/",
+        "webhookbuy": {
+            "value1": "Buying {pair}",
+            "value2": "limit {limit:8f}",
+            "value3": "{stake_amount:8f} {stake_currency}"
+        },
+        "webhookbuycancel": {
+            "value1": "Cancelling Buy {pair}",
+            "value2": "limit {limit:8f}",
+            "value3": "{stake_amount:8f} {stake_currency}"
+        },
+        "webhooksell": {
+            "value1": "Selling {pair}",
+            "value2": "limit {limit:8f}",
+            "value3": "profit: {profit_amount:8f} {stake_currency}"
+        },
+        "webhooksellcancel": {
+            "value1": "Cancelling Sell {pair}",
+            "value2": "limit {limit:8f}",
+            "value3": "profit: {profit_amount:8f} {stake_currency}"
+        },
+        "webhookstatus": {
+            "value1": "Status: {status}",
+            "value2": "",
+            "value3": ""
+        }
+    }
 
 
 def test__init__(mocker, default_conf):
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index f334e4eb0..429d3599d 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -300,7 +300,7 @@ def test_edge_overrides_stoploss(limit_buy_order, fee, caplog, mocker, edge_conf
 
     # stoploss shoud be hit
     assert freqtrade.handle_trade(trade) is True
-    assert log_has('executed sell, reason: SellType.STOP_LOSS', caplog)
+    assert log_has('Executed Sell for NEO/BTC. Reason: SellType.STOP_LOSS', caplog)
     assert trade.sell_reason == SellType.STOP_LOSS.value
 
 
@@ -1964,7 +1964,7 @@ def test_check_handle_cancelled_buy(default_conf, ticker, limit_buy_order_old, o
     trades = Trade.query.filter(Trade.open_order_id.is_(open_trade.open_order_id)).all()
     nb_trades = len(trades)
     assert nb_trades == 0
-    assert log_has_re("Buy order canceled on Exchange for Trade.*", caplog)
+    assert log_has_re("Buy order cancelled on exchange for Trade.*", caplog)
 
 
 def test_check_handle_timedout_buy_exception(default_conf, ticker, limit_buy_order_old, open_trade,
@@ -2045,7 +2045,7 @@ def test_check_handle_cancelled_sell(default_conf, ticker, limit_sell_order_old,
     assert cancel_order_mock.call_count == 0
     assert rpc_mock.call_count == 1
     assert open_trade.is_open is True
-    assert log_has_re("Sell order canceled on exchange for Trade.*", caplog)
+    assert log_has_re("Sell order cancelled on exchange for Trade.*", caplog)
 
 
 def test_check_handle_timedout_partial(default_conf, ticker, limit_buy_order_old_partial,

From 4fad7a462cc067c6c91aaa5b970de881025a9f07 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sat, 8 Feb 2020 21:19:07 +0100
Subject: [PATCH 0437/1106] fixes in webhook-config docs

---
 docs/webhook-config.md | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/docs/webhook-config.md b/docs/webhook-config.md
index 878b18e8a..b287fa71e 100644
--- a/docs/webhook-config.md
+++ b/docs/webhook-config.md
@@ -51,11 +51,11 @@ Possible parameters are:
 * `pair`
 * `limit`
 * `amount`
+* `open_date`
 * `stake_amount`
 * `stake_currency`
 * `fiat_currency`
 * `order_type`
-* `open_rate`
 * `current_rate`
 
 ### Webhookbuycancel
@@ -67,11 +67,11 @@ Possible parameters are:
 * `pair`
 * `limit`
 * `amount`
+* `open_date`
 * `stake_amount`
 * `stake_currency`
 * `fiat_currency`
 * `order_type`
-* `open_rate`
 * `current_rate`
 
 ### Webhooksell
@@ -86,7 +86,6 @@ Possible parameters are:
 * `amount`
 * `open_rate`
 * `current_rate`
-* `close_rate`
 * `profit_amount`
 * `profit_percent`
 * `stake_currency`
@@ -108,7 +107,6 @@ Possible parameters are:
 * `amount`
 * `open_rate`
 * `current_rate`
-* `close_rate`
 * `profit_amount`
 * `profit_percent`
 * `stake_currency`
@@ -116,6 +114,7 @@ Possible parameters are:
 * `sell_reason`
 * `order_type`
 * `open_date`
+* `close_date`
 
 ### Webhookstatus
 

From 879b5138228cc2052ab6bff3fd913080686828e6 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sat, 8 Feb 2020 21:31:36 +0100
Subject: [PATCH 0438/1106] enhanced method description

---
 freqtrade/freqtradebot.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 2f57ca41b..5f1024f8c 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -452,7 +452,7 @@ class FreqtradeBot:
         """
         Executes a limit buy for the given pair
         :param pair: pair for which we want to create a LIMIT_BUY
-        :return: bool
+        :return: True if a buy order is created, false if it fails.
         """
         time_in_force = self.strategy.order_time_in_force['buy']
 
@@ -966,7 +966,7 @@ class FreqtradeBot:
         :param trade: Trade instance
         :param limit: limit rate for the sell order
         :param sellreason: Reason the sell was triggered
-        :return: bool
+        :return: True if it succeeds (supported) False (not supported)
         """
         sell_type = 'sell'
         if sell_reason in (SellType.STOP_LOSS, SellType.TRAILING_STOP_LOSS):

From 1a9787ac76d6df1f337c1889ccf3135ae8cdaa13 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 8 Feb 2020 21:53:34 +0100
Subject: [PATCH 0439/1106] Add validation for data-download relevant settings

---
 freqtrade/commands/data_commands.py | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/freqtrade/commands/data_commands.py b/freqtrade/commands/data_commands.py
index aee144505..e8e0f06d2 100644
--- a/freqtrade/commands/data_commands.py
+++ b/freqtrade/commands/data_commands.py
@@ -38,6 +38,11 @@ def start_download_data(args: Dict[str, Any]) -> None:
 
     # Init exchange
     exchange = ExchangeResolver.load_exchange(config['exchange']['name'], config, validate=False)
+    # Manual validations of relevant settings
+    exchange.validate_pairs(config['pairs'])
+    for timeframe in config['timeframes']:
+        exchange.validate_timeframes(timeframe)
+
     try:
 
         if config.get('download_trades'):

From 636bd5acb5e8b66dab60879c50343a26dc8e15c6 Mon Sep 17 00:00:00 2001
From: Fredrik Rydin <gorby@gorby.dockdns.org>
Date: Sat, 8 Feb 2020 23:21:42 +0100
Subject: [PATCH 0440/1106] Added filter options to "hyperopt-list" in order to
 easier find epochs.

  --profitable
	Select only profitable epochs.
  --min-avg-time INT
	Select epochs on above average time.
  --max-avg-time INT
	Select epochs on under average time.
  --min-avg-profit FLOAT
	Select epochs on above average profit.
  --min-total-profit FLOAT
	Select epochs on above total profit.
---
 docs/utils.md                            | 24 +++++++++---
 freqtrade/commands/arguments.py          |  3 +-
 freqtrade/commands/cli_options.py        | 24 ++++++++++++
 freqtrade/commands/hyperopt_commands.py  | 47 ++++++++++++++++++------
 freqtrade/configuration/configuration.py | 12 ++++++
 5 files changed, 91 insertions(+), 19 deletions(-)

diff --git a/docs/utils.md b/docs/utils.md
index b0559f9cc..71039f174 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -135,15 +135,27 @@ Common arguments:
 ```
 ```
 freqtrade list-hyperopts --help
-usage: freqtrade list-hyperopts [-h] [-v] [--logfile FILE] [-V] [-c PATH]
-                                [-d PATH] [--userdir PATH]
-                                [--hyperopt-path PATH] [-1]
+usage: freqtrade hyperopt-list [-h] [-v] [--logfile FILE] [-V] [-c PATH]
+                               [-d PATH] [--userdir PATH] [--best]
+                               [--profitable] [--min-avg-time INT]
+                               [--max-avg-time INT] [--min-avg-profit FLOAT]
+                               [--min-total-profit FLOAT] [--no-color]
+                               [--print-json] [--no-details]
 
 optional arguments:
   -h, --help            show this help message and exit
-  --hyperopt-path PATH  Specify additional lookup path for Hyperopt and
-                        Hyperopt Loss functions.
-  -1, --one-column      Print output in one column.
+  --best                Select only best epochs.
+  --profitable          Select only profitable epochs.
+  --min-avg-time INT    Select epochs on above average time.
+  --max-avg-time INT    Select epochs on under average time.
+  --min-avg-profit FLOAT
+                        Select epochs on above average profit.
+  --min-total-profit FLOAT
+                        Select epochs on above total profit.
+  --no-color            Disable colorization of hyperopt results. May be
+                        useful if you are redirecting output to a file.
+  --print-json          Print best result detailization in JSON format.
+  --no-details          Do not print best epoch details.
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 1931a51be..2d02058f1 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -59,7 +59,8 @@ ARGS_PLOT_DATAFRAME = ["pairs", "indicators1", "indicators2", "plot_limit",
 ARGS_PLOT_PROFIT = ["pairs", "timerange", "export", "exportfilename", "db_url",
                     "trade_source", "ticker_interval"]
 
-ARGS_HYPEROPT_LIST = ["hyperopt_list_best", "hyperopt_list_profitable", "print_colorized",
+ARGS_HYPEROPT_LIST = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperopt_list_min_avg_time",
+                     "hyperopt_list_max_avg_time", "hyperopt_list_min_avg_profit", "hyperopt_list_min_total_profit", "print_colorized",
                       "print_json", "hyperopt_list_no_details"]
 
 ARGS_HYPEROPT_SHOW = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperopt_show_index",
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 6d8d13129..0c6d64691 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -398,6 +398,30 @@ AVAILABLE_CLI_OPTIONS = {
         help='Select only best epochs.',
         action='store_true',
     ),
+    "hyperopt_list_min_avg_time": Arg(
+        '--min-avg-time',
+        help='Select epochs on above average time.',
+        type=check_int_nonzero,
+        metavar='INT',
+    ),
+    "hyperopt_list_max_avg_time": Arg(
+        '--max-avg-time',
+        help='Select epochs on under average time.',
+        type=check_int_nonzero,
+        metavar='INT',
+    ),
+    "hyperopt_list_min_avg_profit": Arg(
+        '--min-avg-profit',
+        help='Select epochs on above average profit.',
+        type=float,
+        metavar='FLOAT',
+    ),
+    "hyperopt_list_min_total_profit": Arg(
+        '--min-total-profit',
+        help='Select epochs on above total profit.',
+        type=float,
+        metavar='FLOAT',
+    ),
     "hyperopt_list_no_details": Arg(
         '--no-details',
         help='Do not print best epoch details.',
diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index 5c6f25848..8472fcfe1 100644
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -19,13 +19,20 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
 
     config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
 
-    only_best = config.get('hyperopt_list_best', False)
-    only_profitable = config.get('hyperopt_list_profitable', False)
     print_colorized = config.get('print_colorized', False)
     print_json = config.get('print_json', False)
     no_details = config.get('hyperopt_list_no_details', False)
     no_header = False
 
+    filteroptions = {
+        'only_best': config.get('hyperopt_list_best', False),
+        'only_profitable': config.get('hyperopt_list_profitable', False),
+        'filter_min_avg_time': config.get('hyperopt_list_min_avg_time', 0),
+        'filter_max_avg_time': config.get('hyperopt_list_max_avg_time', 0),
+        'filter_min_avg_profit': config.get('hyperopt_list_min_avg_profit', 0.0),
+        'filter_min_total_profit': config.get('hyperopt_list_min_total_profit', 0.0)
+    }
+    
     trials_file = (config['user_data_dir'] /
                    'hyperopt_results' / 'hyperopt_results.pickle')
 
@@ -33,7 +40,7 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
     trials = Hyperopt.load_previous_results(trials_file)
     total_epochs = len(trials)
 
-    trials = _hyperopt_filter_trials(trials, only_best, only_profitable)
+    trials = _hyperopt_filter_trials(trials, filteroptions)
 
     # TODO: fetch the interval for epochs to print from the cli option
     epoch_start, epoch_stop = 0, None
@@ -44,7 +51,7 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
     try:
         # Human-friendly indexes used here (starting from 1)
         for val in trials[epoch_start:epoch_stop]:
-            Hyperopt.print_results_explanation(val, total_epochs, not only_best, print_colorized)
+            Hyperopt.print_results_explanation(val, total_epochs, not filteroptions['only_best'], print_colorized)
 
     except KeyboardInterrupt:
         print('User interrupted..')
@@ -63,8 +70,14 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
 
     config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
 
-    only_best = config.get('hyperopt_list_best', False)
-    only_profitable = config.get('hyperopt_list_profitable', False)
+    filteroptions = {
+        'only_best': config.get('hyperopt_list_best', False),
+        'only_profitable': config.get('hyperopt_list_profitable', False),
+        'filter_min_avg_time': config.get('hyperopt_list_min_avg_time', 0),
+        'filter_max_avg_time': config.get('hyperopt_list_max_avg_time', 0),
+        'filter_min_avg_profit': config.get('hyperopt_list_min_avg_profit', 0),
+        'filter_min_total_profit': config.get('hyperopt_list_min_total_profit', 0)
+    }
     no_header = config.get('hyperopt_show_no_header', False)
 
     trials_file = (config['user_data_dir'] /
@@ -74,7 +87,7 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
     trials = Hyperopt.load_previous_results(trials_file)
     total_epochs = len(trials)
 
-    trials = _hyperopt_filter_trials(trials, only_best, only_profitable)
+    trials = _hyperopt_filter_trials(trials, filteroptions)
     trials_epochs = len(trials)
 
     n = config.get('hyperopt_show_index', -1)
@@ -97,18 +110,28 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
                                      header_str="Epoch details")
 
 
-def _hyperopt_filter_trials(trials: List, only_best: bool, only_profitable: bool) -> List:
+def _hyperopt_filter_trials(trials: List, filteroptions: dict) -> List:
     """
     Filter our items from the list of hyperopt results
     """
-    if only_best:
+    if filteroptions['only_best']:
         trials = [x for x in trials if x['is_best']]
-    if only_profitable:
+    if filteroptions['only_profitable']:
         trials = [x for x in trials if x['results_metrics']['profit'] > 0]
 
+    if not filteroptions['only_best']:
+        if filteroptions['filter_min_avg_time'] > 0:
+            trials = [x for x in trials if x['results_metrics']['duration'] > filteroptions['filter_min_avg_time']]
+        if filteroptions['filter_max_avg_time'] > 0:
+            trials = [x for x in trials if x['results_metrics']['duration'] < filteroptions['filter_max_avg_time']]
+        if filteroptions['filter_min_avg_profit'] > 0:
+            trials = [x for x in trials if x['results_metrics']['avg_profit'] > filteroptions['filter_min_avg_profit']]
+        if filteroptions['filter_min_total_profit'] > 0:
+            trials = [x for x in trials if x['results_metrics']['profit'] > filteroptions['filter_min_total_profit']]
+    
     logger.info(f"{len(trials)} " +
-                ("best " if only_best else "") +
-                ("profitable " if only_profitable else "") +
+                ("best " if filteroptions['only_best'] else "") +
+                ("profitable " if filteroptions['only_profitable'] else "") +
                 "epochs found.")
 
     return trials
diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index a8b7638c8..f7e87f3a1 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -310,6 +310,18 @@ class Configuration:
         self._args_to_config(config, argname='hyperopt_list_profitable',
                              logstring='Parameter --profitable detected: {}')
 
+        self._args_to_config(config, argname='hyperopt_list_min_avg_time',
+                             logstring='Parameter --min-avg-time detected: {}')
+
+        self._args_to_config(config, argname='hyperopt_list_max_avg_time',
+                             logstring='Parameter --max-avg-time detected: {}')
+
+        self._args_to_config(config, argname='hyperopt_list_min_avg_profit',
+                             logstring='Parameter --min-avg-profit detected: {}')
+
+        self._args_to_config(config, argname='hyperopt_list_min_total_profit',
+                             logstring='Parameter --min-total-profit detected: {}')
+
         self._args_to_config(config, argname='hyperopt_list_no_details',
                              logstring='Parameter --no-details detected: {}')
 

From 2796d3d8a0c1af2c297170f030cc5cfbb4b9c924 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sun, 9 Feb 2020 00:11:58 +0100
Subject: [PATCH 0441/1106] added missing tests to increase coverage

---
 tests/rpc/test_rpc_webhook.py | 53 +++++++++++++++++++++++++++++++++--
 1 file changed, 50 insertions(+), 3 deletions(-)

diff --git a/tests/rpc/test_rpc_webhook.py b/tests/rpc/test_rpc_webhook.py
index 3b9ce3f0d..ab40047c0 100644
--- a/tests/rpc/test_rpc_webhook.py
+++ b/tests/rpc/test_rpc_webhook.py
@@ -54,6 +54,9 @@ def test_send_msg(default_conf, mocker):
     msg_mock = MagicMock()
     mocker.patch("freqtrade.rpc.webhook.Webhook._send_msg", msg_mock)
     webhook = Webhook(get_patched_freqtradebot(mocker, default_conf))
+    # Test buy
+    msg_mock = MagicMock()
+    mocker.patch("freqtrade.rpc.webhook.Webhook._send_msg", msg_mock)
     msg = {
         'type': RPCMessageType.BUY_NOTIFICATION,
         'exchange': 'Bittrex',
@@ -64,8 +67,6 @@ def test_send_msg(default_conf, mocker):
         'stake_currency': 'BTC',
         'fiat_currency': 'EUR'
     }
-    msg_mock = MagicMock()
-    mocker.patch("freqtrade.rpc.webhook.Webhook._send_msg", msg_mock)
     webhook.send_msg(msg=msg)
     assert msg_mock.call_count == 1
     assert (msg_mock.call_args[0][0]["value1"] ==
@@ -74,6 +75,27 @@ def test_send_msg(default_conf, mocker):
             default_conf["webhook"]["webhookbuy"]["value2"].format(**msg))
     assert (msg_mock.call_args[0][0]["value3"] ==
             default_conf["webhook"]["webhookbuy"]["value3"].format(**msg))
+    # Test buy cancel
+    msg_mock = MagicMock()
+    mocker.patch("freqtrade.rpc.webhook.Webhook._send_msg", msg_mock)
+    msg = {
+        'type': RPCMessageType.BUY_CANCEL_NOTIFICATION,
+        'exchange': 'Bittrex',
+        'pair': 'ETH/BTC',
+        'limit': 0.005,
+        'stake_amount': 0.8,
+        'stake_amount_fiat': 500,
+        'stake_currency': 'BTC',
+        'fiat_currency': 'EUR'
+    }
+    webhook.send_msg(msg=msg)
+    assert msg_mock.call_count == 1
+    assert (msg_mock.call_args[0][0]["value1"] ==
+            default_conf["webhook"]["webhookbuycancel"]["value1"].format(**msg))
+    assert (msg_mock.call_args[0][0]["value2"] ==
+            default_conf["webhook"]["webhookbuycancel"]["value2"].format(**msg))
+    assert (msg_mock.call_args[0][0]["value3"] ==
+            default_conf["webhook"]["webhookbuycancel"]["value3"].format(**msg))
     # Test sell
     msg_mock = MagicMock()
     mocker.patch("freqtrade.rpc.webhook.Webhook._send_msg", msg_mock)
@@ -100,7 +122,32 @@ def test_send_msg(default_conf, mocker):
             default_conf["webhook"]["webhooksell"]["value2"].format(**msg))
     assert (msg_mock.call_args[0][0]["value3"] ==
             default_conf["webhook"]["webhooksell"]["value3"].format(**msg))
-
+    # Test sell cancel
+    msg_mock = MagicMock()
+    mocker.patch("freqtrade.rpc.webhook.Webhook._send_msg", msg_mock)
+    msg = {
+        'type': RPCMessageType.SELL_CANCEL_NOTIFICATION,
+        'exchange': 'Bittrex',
+        'pair': 'ETH/BTC',
+        'gain': "profit",
+        'limit': 0.005,
+        'amount': 0.8,
+        'order_type': 'limit',
+        'open_rate': 0.004,
+        'current_rate': 0.005,
+        'profit_amount': 0.001,
+        'profit_percent': 0.20,
+        'stake_currency': 'BTC',
+        'sell_reason': SellType.STOP_LOSS.value
+    }
+    webhook.send_msg(msg=msg)
+    assert msg_mock.call_count == 1
+    assert (msg_mock.call_args[0][0]["value1"] ==
+            default_conf["webhook"]["webhooksellcancel"]["value1"].format(**msg))
+    assert (msg_mock.call_args[0][0]["value2"] ==
+            default_conf["webhook"]["webhooksellcancel"]["value2"].format(**msg))
+    assert (msg_mock.call_args[0][0]["value3"] ==
+            default_conf["webhook"]["webhooksellcancel"]["value3"].format(**msg))
     for msgtype in [RPCMessageType.STATUS_NOTIFICATION,
                     RPCMessageType.WARNING_NOTIFICATION,
                     RPCMessageType.CUSTOM_NOTIFICATION]:

From c96acd6ca02b6e0dc5cd1e28c78ad0b3be648fe1 Mon Sep 17 00:00:00 2001
From: Fredrik Rydin <gorby@gorby.dockdns.org>
Date: Sun, 9 Feb 2020 00:16:11 +0100
Subject: [PATCH 0442/1106] Fixed to pass PEP8

---
 freqtrade/commands/arguments.py         |  7 ++++---
 freqtrade/commands/hyperopt_commands.py | 28 ++++++++++++++++++-------
 2 files changed, 25 insertions(+), 10 deletions(-)

diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 2d02058f1..6d0c16d88 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -59,9 +59,10 @@ ARGS_PLOT_DATAFRAME = ["pairs", "indicators1", "indicators2", "plot_limit",
 ARGS_PLOT_PROFIT = ["pairs", "timerange", "export", "exportfilename", "db_url",
                     "trade_source", "ticker_interval"]
 
-ARGS_HYPEROPT_LIST = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperopt_list_min_avg_time",
-                     "hyperopt_list_max_avg_time", "hyperopt_list_min_avg_profit", "hyperopt_list_min_total_profit", "print_colorized",
-                      "print_json", "hyperopt_list_no_details"]
+ARGS_HYPEROPT_LIST = ["hyperopt_list_best", "hyperopt_list_profitable",
+                      "hyperopt_list_min_avg_time", "hyperopt_list_max_avg_time",
+                      "hyperopt_list_min_avg_profit", "hyperopt_list_min_total_profit",
+                      "print_colorized", "print_json", "hyperopt_list_no_details"]
 
 ARGS_HYPEROPT_SHOW = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperopt_show_index",
                       "print_json", "hyperopt_show_no_header"]
diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index 8472fcfe1..f5fcc971f 100644
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -32,7 +32,7 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
         'filter_min_avg_profit': config.get('hyperopt_list_min_avg_profit', 0.0),
         'filter_min_total_profit': config.get('hyperopt_list_min_total_profit', 0.0)
     }
-    
+
     trials_file = (config['user_data_dir'] /
                    'hyperopt_results' / 'hyperopt_results.pickle')
 
@@ -51,7 +51,8 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
     try:
         # Human-friendly indexes used here (starting from 1)
         for val in trials[epoch_start:epoch_stop]:
-            Hyperopt.print_results_explanation(val, total_epochs, not filteroptions['only_best'], print_colorized)
+            Hyperopt.print_results_explanation(val, total_epochs,
+                                               not filteroptions['only_best'], print_colorized)
 
     except KeyboardInterrupt:
         print('User interrupted..')
@@ -121,14 +122,27 @@ def _hyperopt_filter_trials(trials: List, filteroptions: dict) -> List:
 
     if not filteroptions['only_best']:
         if filteroptions['filter_min_avg_time'] > 0:
-            trials = [x for x in trials if x['results_metrics']['duration'] > filteroptions['filter_min_avg_time']]
+            trials = [
+                        x for x in trials
+                        if x['results_metrics']['duration'] > filteroptions['filter_min_avg_time']
+                     ]
         if filteroptions['filter_max_avg_time'] > 0:
-            trials = [x for x in trials if x['results_metrics']['duration'] < filteroptions['filter_max_avg_time']]
+            trials = [
+                        x for x in trials
+                        if x['results_metrics']['duration'] < filteroptions['filter_max_avg_time']
+                     ]
         if filteroptions['filter_min_avg_profit'] > 0:
-            trials = [x for x in trials if x['results_metrics']['avg_profit'] > filteroptions['filter_min_avg_profit']]
+            trials = [
+                        x for x in trials
+                        if x['results_metrics']['avg_profit']
+                        > filteroptions['filter_min_avg_profit']
+                     ]
         if filteroptions['filter_min_total_profit'] > 0:
-            trials = [x for x in trials if x['results_metrics']['profit'] > filteroptions['filter_min_total_profit']]
-    
+            trials = [
+                        x for x in trials
+                        if x['results_metrics']['profit'] > filteroptions['filter_min_total_profit']
+                     ]
+
     logger.info(f"{len(trials)} " +
                 ("best " if filteroptions['only_best'] else "") +
                 ("profitable " if filteroptions['only_profitable'] else "") +

From b536d501945c502ecc6003f7fea8ffc781f45f02 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 9 Feb 2020 11:41:29 +0100
Subject: [PATCH 0443/1106] Address PR Review

---
 freqtrade/commands/build_config_commands.py | 4 ++--
 freqtrade/templates/base_config.json.j2     | 2 +-
 setup.sh                                    | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/freqtrade/commands/build_config_commands.py b/freqtrade/commands/build_config_commands.py
index 7dd1be607..1598fa2ae 100644
--- a/freqtrade/commands/build_config_commands.py
+++ b/freqtrade/commands/build_config_commands.py
@@ -187,7 +187,7 @@ def start_new_config(args: Dict[str, Any]) -> None:
             config_path.unlink()
         else:
             raise OperationalException(
-                f"Configuration `{config_path}` already exists. "
-                "Please use another configuration name or delete the existing configuration.")
+                f"Configuration file `{config_path}` already exists. "
+                "Please delete it or use a different configuration file name.")
     selections = ask_user_config()
     deploy_new_config(config_path, selections)
diff --git a/freqtrade/templates/base_config.json.j2 b/freqtrade/templates/base_config.json.j2
index 0a4f92c4b..88edeb1e8 100644
--- a/freqtrade/templates/base_config.json.j2
+++ b/freqtrade/templates/base_config.json.j2
@@ -19,7 +19,7 @@
             "bids_to_ask_delta": 1
         }
     },
-    "ask_strategy":{
+    "ask_strategy": {
         "use_order_book": false,
         "order_book_min": 1,
         "order_book_max": 9,
diff --git a/setup.sh b/setup.sh
index bce2e56cf..e120190ce 100755
--- a/setup.sh
+++ b/setup.sh
@@ -223,7 +223,7 @@ function config_generator() {
 function config() {
 
     echo "-------------------------"
-    echo "Please use freqtrade new-config -c config.json to generate a new configuration file."
+    echo "Please use 'freqtrade new-config -c config.json' to generate a new configuration file."
     echo "-------------------------"
 }
 

From c7ba85c2e6c244f861a9e914782d5d5d14f30837 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Sun, 9 Feb 2020 14:19:13 +0300
Subject: [PATCH 0444/1106] Add tip on running order types for Bittrex

---
 docs/faq.md | 14 +++++++++++++-
 1 file changed, 13 insertions(+), 1 deletion(-)

diff --git a/docs/faq.md b/docs/faq.md
index 2416beae4..390b35b9b 100644
--- a/docs/faq.md
+++ b/docs/faq.md
@@ -45,12 +45,24 @@ the tutorial [here|Testing-new-strategies-with-Hyperopt](bot-usage.md#hyperopt-c
 
 You can use the `/forcesell all` command from Telegram.
 
-### I get the message "RESTRICTED_MARKET"
+### I'm getting the "RESTRICTED_MARKET" message in the log
 
 Currently known to happen for US Bittrex users.  
 
 Read [the Bittrex section about restricted markets](exchanges.md#restricted-markets) for more information.
 
+### I'm getting the "Exchange Bittrex does not support market orders." message and cannot run my strategy
+
+As the message says, Bittrex does not support market orders and you have one of the [order types](configuration.md/#understand-order_types) set to "market". Probably your strategy was written for another exchanges in mind and sets "market" orders for "stoploss" orders, which is correct and preferable for most of other exchanges.
+
+To fix it for Bittrex, redefine order types in the configuration file (do this for all order types that are defined as "market" in your strategy):
+
+```
+"order_types": {
+    "stoploss": "limit",
+}
+```
+
 ### How do I search the bot logs for something?
 
 By default, the bot writes its log into stderr stream. This is implemented this way so that you can easily separate the bot's diagnostics messages from Backtesting, Edge and Hyperopt results, output from other various Freqtrade utility subcommands, as well as from the output of your custom `print()`'s you may have inserted into your strategy. So if you need to search the log messages with the grep utility, you need to redirect stderr to stdout and disregard stdout.

From c648ec7c0c76e09d57bee0e52bf820bb0d9adf01 Mon Sep 17 00:00:00 2001
From: Fredrik Rydin <gorby@gorby.dockdns.org>
Date: Sun, 9 Feb 2020 14:18:56 +0100
Subject: [PATCH 0445/1106] Added test cases and fixed a minor bug

---
 freqtrade/commands/hyperopt_commands.py |  6 +++
 tests/commands/test_commands.py         | 59 ++++++++++++++++++++++++-
 2 files changed, 64 insertions(+), 1 deletion(-)

diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index f5fcc971f..38e1fa429 100644
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -120,24 +120,30 @@ def _hyperopt_filter_trials(trials: List, filteroptions: dict) -> List:
     if filteroptions['only_profitable']:
         trials = [x for x in trials if x['results_metrics']['profit'] > 0]
 
+    print(trials[0])
+
     if not filteroptions['only_best']:
         if filteroptions['filter_min_avg_time'] > 0:
+            trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
             trials = [
                         x for x in trials
                         if x['results_metrics']['duration'] > filteroptions['filter_min_avg_time']
                      ]
         if filteroptions['filter_max_avg_time'] > 0:
+            trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
             trials = [
                         x for x in trials
                         if x['results_metrics']['duration'] < filteroptions['filter_max_avg_time']
                      ]
         if filteroptions['filter_min_avg_profit'] > 0:
+            trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
             trials = [
                         x for x in trials
                         if x['results_metrics']['avg_profit']
                         > filteroptions['filter_min_avg_profit']
                      ]
         if filteroptions['filter_min_total_profit'] > 0:
+            trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
             trials = [
                         x for x in trials
                         if x['results_metrics']['profit'] > filteroptions['filter_min_total_profit']
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index c59799190..fb15c3d7f 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -778,7 +778,64 @@ def test_hyperopt_list(mocker, capsys, hyperopt_results):
     assert all(x not in captured.out
                for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12", " 8/12", " 9/12",
                          " 11/12", " 12/12"])
-
+    args = [
+        "hyperopt-list",
+        "--profitable",
+        "--no-details",
+        "--min-avg-profit", "0.11"
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_hyperopt_list(pargs)
+    captured = capsys.readouterr()
+    assert all(x in captured.out
+               for x in [" 2/12"])
+    assert all(x not in captured.out
+               for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12", " 8/12", " 9/12",
+                         " 10/12", " 11/12", " 12/12"])
+    args = [
+        "hyperopt-list",
+        "--no-details",
+        "--min-total-profit", "0.4"
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_hyperopt_list(pargs)
+    captured = capsys.readouterr()
+    assert all(x in captured.out
+               for x in [" 10/12"])
+    assert all(x not in captured.out
+               for x in [" 1/12", " 2/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12", " 8/12",
+                         " 9/12", " 11/12", " 12/12"])
+    args = [
+        "hyperopt-list",
+        "--profitable",
+        "--no-details",
+        "--min-avg-time", "2000"
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_hyperopt_list(pargs)
+    captured = capsys.readouterr()
+    assert all(x in captured.out
+               for x in [" 10/12"])
+    assert all(x not in captured.out
+               for x in [" 1/12", " 2/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12",
+                         " 8/12", " 9/12", " 11/12", " 12/12"])
+    args = [
+        "hyperopt-list",
+        "--no-details",
+        "--max-avg-time", "1500"
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_hyperopt_list(pargs)
+    captured = capsys.readouterr()
+    assert all(x in captured.out
+               for x in [" 2/12", " 6/12"])
+    assert all(x not in captured.out
+               for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 7/12", " 8/12"
+                         " 9/12", " 10/12", " 11/12", " 12/12"])
 
 def test_hyperopt_show(mocker, capsys, hyperopt_results):
     mocker.patch(

From eb3783dc0095740ccf973cbec351a67951cfcda5 Mon Sep 17 00:00:00 2001
From: Fredrik Rydin <gorby@gorby.dockdns.org>
Date: Sun, 9 Feb 2020 14:30:29 +0100
Subject: [PATCH 0446/1106] Fixed a blank line issue :-(

---
 tests/commands/test_commands.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index fb15c3d7f..db8a9289a 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -837,6 +837,7 @@ def test_hyperopt_list(mocker, capsys, hyperopt_results):
                for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 7/12", " 8/12"
                          " 9/12", " 10/12", " 11/12", " 12/12"])
 
+
 def test_hyperopt_show(mocker, capsys, hyperopt_results):
     mocker.patch(
         'freqtrade.optimize.hyperopt.Hyperopt.load_previous_results',

From c89a32224c2f77fa14aa2244dfcd23ab9f7ea56d Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Sun, 9 Feb 2020 18:40:19 +0300
Subject: [PATCH 0447/1106] Fix SharpeHyperOptLossDaily

---
 freqtrade/optimize/hyperopt_loss_sharpe_daily.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt_loss_sharpe_daily.py b/freqtrade/optimize/hyperopt_loss_sharpe_daily.py
index d8ea3c5fe..5a8ebaa11 100644
--- a/freqtrade/optimize/hyperopt_loss_sharpe_daily.py
+++ b/freqtrade/optimize/hyperopt_loss_sharpe_daily.py
@@ -39,7 +39,8 @@ class SharpeHyperOptLossDaily(IHyperOptLoss):
             results['profit_percent'] - slippage_per_trade_ratio
 
         # create the index within the min_date and end max_date
-        t_index = date_range(start=min_date, end=max_date, freq=resample_freq)
+        t_index = date_range(start=min_date, end=max_date, freq=resample_freq,
+                             normalize=True)
 
         sum_daily = (
             results.resample(resample_freq, on='close_time').agg(

From 40abdd26083f20e6fb05a1facae694b91724ba85 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Sun, 9 Feb 2020 18:54:04 +0300
Subject: [PATCH 0448/1106] Suggest changing strategy

---
 docs/faq.md | 12 ++++++++----
 1 file changed, 8 insertions(+), 4 deletions(-)

diff --git a/docs/faq.md b/docs/faq.md
index 390b35b9b..81fd47561 100644
--- a/docs/faq.md
+++ b/docs/faq.md
@@ -55,14 +55,18 @@ Read [the Bittrex section about restricted markets](exchanges.md#restricted-mark
 
 As the message says, Bittrex does not support market orders and you have one of the [order types](configuration.md/#understand-order_types) set to "market". Probably your strategy was written for another exchanges in mind and sets "market" orders for "stoploss" orders, which is correct and preferable for most of other exchanges.
 
-To fix it for Bittrex, redefine order types in the configuration file (do this for all order types that are defined as "market" in your strategy):
+To fix it for Bittrex, redefine order types in the strategy to use "limit" instead of "market":
 
 ```
-"order_types": {
-    "stoploss": "limit",
-}
+    order_types = {
+        ...
+        'stoploss': 'limit',
+        ...
+    }
 ```
 
+Same fix should be done in the configuration file, if order types are defined in your custom config rather than in the strategy.
+
 ### How do I search the bot logs for something?
 
 By default, the bot writes its log into stderr stream. This is implemented this way so that you can easily separate the bot's diagnostics messages from Backtesting, Edge and Hyperopt results, output from other various Freqtrade utility subcommands, as well as from the output of your custom `print()`'s you may have inserted into your strategy. So if you need to search the log messages with the grep utility, you need to redirect stderr to stdout and disregard stdout.

From c83da7cadb4db3c0c7d59d4e787d80e7c876e79c Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Sun, 9 Feb 2020 19:11:06 +0300
Subject: [PATCH 0449/1106] Add section about order types into Bittrex
 Exchange-specific chapter

---
 docs/exchanges.md | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/docs/exchanges.md b/docs/exchanges.md
index 3c861ce44..06d33d562 100644
--- a/docs/exchanges.md
+++ b/docs/exchanges.md
@@ -32,6 +32,10 @@ To download data for the Kraken exchange, using `--dl-trades` is mandatory, othe
 
 ## Bittrex
 
+### Order types
+
+Bittrex does not support market orders. If you have a message at the bot startup about this, you should change order type values set in your configuration and/or in the strategy from `"market"` to `"limit"`. See some more details on this [here in the FAQ](faw.md#im-getting-the-exchange-bittrex-does-not-support-market-orders-message-and-cannot-run-my-strategy).
+
 ### Restricted markets
 
 Bittrex split its exchange into US and International versions.

From cc3f65d069ddaa08ffa81e76a155f471adc37f9b Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Sun, 9 Feb 2020 19:45:04 +0300
Subject: [PATCH 0450/1106] Fix typo

---
 docs/exchanges.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/exchanges.md b/docs/exchanges.md
index 06d33d562..f615bc61a 100644
--- a/docs/exchanges.md
+++ b/docs/exchanges.md
@@ -34,7 +34,7 @@ To download data for the Kraken exchange, using `--dl-trades` is mandatory, othe
 
 ### Order types
 
-Bittrex does not support market orders. If you have a message at the bot startup about this, you should change order type values set in your configuration and/or in the strategy from `"market"` to `"limit"`. See some more details on this [here in the FAQ](faw.md#im-getting-the-exchange-bittrex-does-not-support-market-orders-message-and-cannot-run-my-strategy).
+Bittrex does not support market orders. If you have a message at the bot startup about this, you should change order type values set in your configuration and/or in the strategy from `"market"` to `"limit"`. See some more details on this [here in the FAQ](faq.md#im-getting-the-exchange-bittrex-does-not-support-market-orders-message-and-cannot-run-my-strategy).
 
 ### Restricted markets
 

From 9ec9a7b124a05c4f25905e8b391d06b2ec17cc26 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Sun, 9 Feb 2020 21:20:15 +0300
Subject: [PATCH 0451/1106] Fix t_index to be normalized

---
 freqtrade/optimize/hyperopt_loss_sortino_daily.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt_loss_sortino_daily.py b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
index 891e2bf1c..c02f88434 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino_daily.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
@@ -39,7 +39,8 @@ class SortinoHyperOptLossDaily(IHyperOptLoss):
             results['profit_percent'] - slippage_per_trade_ratio
 
         # create the index within the min_date and end max_date
-        t_index = date_range(start=min_date, end=max_date, freq=resample_freq)
+        t_index = date_range(start=min_date, end=max_date, freq=resample_freq,
+                             normalize=True)
 
         sum_daily = (
             results.resample(resample_freq, on='close_time').agg(

From 5bf4c5869b81c39176efc7fe6705cebb02a7f489 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sun, 9 Feb 2020 19:32:09 +0100
Subject: [PATCH 0452/1106] Update hyperopt_commands.py

Missed a debug print
---
 freqtrade/commands/hyperopt_commands.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index 38e1fa429..cdfdb5ca6 100644
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -120,8 +120,6 @@ def _hyperopt_filter_trials(trials: List, filteroptions: dict) -> List:
     if filteroptions['only_profitable']:
         trials = [x for x in trials if x['results_metrics']['profit'] > 0]
 
-    print(trials[0])
-
     if not filteroptions['only_best']:
         if filteroptions['filter_min_avg_time'] > 0:
             trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]

From f7c74e551fa4ff0674576de73a7892fdd32d1bfb Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Sun, 9 Feb 2020 21:56:59 +0300
Subject: [PATCH 0453/1106] Fix wording

---
 docs/faq.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/faq.md b/docs/faq.md
index 81fd47561..94818964b 100644
--- a/docs/faq.md
+++ b/docs/faq.md
@@ -53,7 +53,7 @@ Read [the Bittrex section about restricted markets](exchanges.md#restricted-mark
 
 ### I'm getting the "Exchange Bittrex does not support market orders." message and cannot run my strategy
 
-As the message says, Bittrex does not support market orders and you have one of the [order types](configuration.md/#understand-order_types) set to "market". Probably your strategy was written for another exchanges in mind and sets "market" orders for "stoploss" orders, which is correct and preferable for most of other exchanges.
+As the message says, Bittrex does not support market orders and you have one of the [order types](configuration.md/#understand-order_types) set to "market". Probably your strategy was written with other exchanges in mind and sets "market" orders for "stoploss" orders, which is correct and preferable for most of the exchanges supporting market orders (but not for Bittrex).
 
 To fix it for Bittrex, redefine order types in the strategy to use "limit" instead of "market":
 

From 4af25ec315c95a9335285d9375b544f0f23b1a46 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Mon, 10 Feb 2020 05:52:07 +0300
Subject: [PATCH 0454/1106] Adjust mypy and flake commands

---
 CONTRIBUTING.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index a087103c6..a4a1a29f8 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -48,7 +48,7 @@ pytest tests/test_<file_name>.py::test_<method_name>
 #### Run Flake8
 
 ```bash
-flake8 freqtrade
+flake8 freqtrade tests
 ```
 
 We receive a lot of code that fails the `flake8` checks.
@@ -61,7 +61,7 @@ Guide for installing them is [here](http://flake8.pycqa.org/en/latest/user/using
 #### Run mypy
 
 ``` bash
-mypy freqtrade
+mypy freqtrade tests
 ```
 
 ## (Core)-Committer Guide

From 90ee82ac437cbe1711d70d3663e986a8acce2fe8 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 10 Feb 2020 08:01:42 +0000
Subject: [PATCH 0455/1106] Bump ccxt from 1.22.30 to 1.22.39

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.22.30 to 1.22.39.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/CHANGELOG.md)
- [Commits](https://github.com/ccxt/ccxt/compare/1.22.30...1.22.39)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 466880950..e1ae4a5bd 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.22.30
+ccxt==1.22.39
 SQLAlchemy==1.3.13
 python-telegram-bot==12.3.0
 arrow==0.15.5

From 88f2ad1eae978f9e95e4b20c5c262dc5f97fb298 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 10 Feb 2020 08:02:07 +0000
Subject: [PATCH 0456/1106] Bump pandas from 1.0.0 to 1.0.1

Bumps [pandas](https://github.com/pandas-dev/pandas) from 1.0.0 to 1.0.1.
- [Release notes](https://github.com/pandas-dev/pandas/releases)
- [Changelog](https://github.com/pandas-dev/pandas/blob/master/RELEASE.md)
- [Commits](https://github.com/pandas-dev/pandas/compare/v1.0.0...v1.0.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index 21be02a87..68024f587 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,4 +2,4 @@
 -r requirements-common.txt
 
 numpy==1.18.1
-pandas==1.0.0
+pandas==1.0.1

From 6b4094fd92866065ca0717f330e64dc29c5305b1 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 10 Feb 2020 08:02:45 +0000
Subject: [PATCH 0457/1106] Bump mkdocs-material from 4.6.0 to 4.6.2

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material) from 4.6.0 to 4.6.2.
- [Release notes](https://github.com/squidfunk/mkdocs-material/releases)
- [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG)
- [Commits](https://github.com/squidfunk/mkdocs-material/compare/4.6.0...4.6.2)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 docs/requirements-docs.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/requirements-docs.txt b/docs/requirements-docs.txt
index 3e53c15e3..3980ecd64 100644
--- a/docs/requirements-docs.txt
+++ b/docs/requirements-docs.txt
@@ -1,2 +1,2 @@
-mkdocs-material==4.6.0
+mkdocs-material==4.6.2
 mdx_truly_sane_lists==1.2

From 550f9fc8915841eef544bb51302d4c10553e2794 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 10 Feb 2020 08:45:27 +0000
Subject: [PATCH 0458/1106] Bump python-telegram-bot from 12.3.0 to 12.4.1

Bumps [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) from 12.3.0 to 12.4.1.
- [Release notes](https://github.com/python-telegram-bot/python-telegram-bot/releases)
- [Changelog](https://github.com/python-telegram-bot/python-telegram-bot/blob/master/CHANGES.rst)
- [Commits](https://github.com/python-telegram-bot/python-telegram-bot/compare/v12.3.0...v12.4.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index e1ae4a5bd..f641dd2ad 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -2,7 +2,7 @@
 # mainly used for Raspberry pi installs
 ccxt==1.22.39
 SQLAlchemy==1.3.13
-python-telegram-bot==12.3.0
+python-telegram-bot==12.4.1
 arrow==0.15.5
 cachetools==4.0.0
 requests==2.22.0

From 83644ce5d8502ddc99c5d24a46a33750cf7745bf Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 10 Feb 2020 10:35:48 +0100
Subject: [PATCH 0459/1106] Fix mypy type errors in tests

---
 tests/data/test_history.py         |  6 +++---
 tests/optimize/__init__.py         |  2 +-
 tests/optimize/test_backtesting.py |  4 ++--
 tests/optimize/test_edge_cli.py    |  4 ++--
 tests/optimize/test_hyperopt.py    | 22 ++++++++++++----------
 5 files changed, 20 insertions(+), 18 deletions(-)

diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 7b3143db9..da4c90191 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -370,7 +370,7 @@ def test_load_partial_missing(testdatadir, caplog) -> None:
 
 def test_init(default_conf, mocker) -> None:
     assert {} == load_data(
-        datadir='',
+        datadir=Path(''),
         pairs=[],
         timeframe=default_conf['ticker_interval']
     )
@@ -379,13 +379,13 @@ def test_init(default_conf, mocker) -> None:
 def test_init_with_refresh(default_conf, mocker) -> None:
     exchange = get_patched_exchange(mocker, default_conf)
     refresh_data(
-        datadir='',
+        datadir=Path(''),
         pairs=[],
         timeframe=default_conf['ticker_interval'],
         exchange=exchange
     )
     assert {} == load_data(
-        datadir='',
+        datadir=Path(''),
         pairs=[],
         timeframe=default_conf['ticker_interval']
     )
diff --git a/tests/optimize/__init__.py b/tests/optimize/__init__.py
index 8756143a0..524db093e 100644
--- a/tests/optimize/__init__.py
+++ b/tests/optimize/__init__.py
@@ -23,7 +23,7 @@ class BTContainer(NamedTuple):
     """
     Minimal BacktestContainer defining Backtest inputs and results.
     """
-    data: List[float]
+    data: List[List[float]]
     stop_loss: float
     roi: Dict[str, float]
     trades: List[BTrade]
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 07872da57..ec85c8030 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -287,8 +287,8 @@ def test_start(mocker, fee, default_conf, caplog) -> None:
         '--config', 'config.json',
         '--strategy', 'DefaultStrategy',
     ]
-    args = get_args(args)
-    start_backtesting(args)
+    pargs = get_args(args)
+    start_backtesting(pargs)
     assert log_has('Starting freqtrade in Backtesting mode', caplog)
     assert start_mock.call_count == 1
 
diff --git a/tests/optimize/test_edge_cli.py b/tests/optimize/test_edge_cli.py
index 96dd0899d..a5e468542 100644
--- a/tests/optimize/test_edge_cli.py
+++ b/tests/optimize/test_edge_cli.py
@@ -82,8 +82,8 @@ def test_start(mocker, fee, edge_conf, caplog) -> None:
         '--config', 'config.json',
         '--strategy', 'DefaultStrategy',
     ]
-    args = get_args(args)
-    start_edge(args)
+    pargs = get_args(args)
+    start_edge(pargs)
     assert log_has('Starting freqtrade in Edge mode', caplog)
     assert start_mock.call_count == 1
 
diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index b3356bd6d..1780b5155 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -2,6 +2,7 @@
 import locale
 from datetime import datetime
 from pathlib import Path
+from typing import Dict, List
 from unittest.mock import MagicMock, PropertyMock
 
 import pandas as pd
@@ -9,7 +10,8 @@ import pytest
 from arrow import Arrow
 from filelock import Timeout
 
-from freqtrade.commands.optimize_commands import setup_optimize_configuration, start_hyperopt
+from freqtrade.commands.optimize_commands import (setup_optimize_configuration,
+                                                  start_hyperopt)
 from freqtrade.data.converter import parse_ticker_dataframe
 from freqtrade.data.history import load_tickerdata_file
 from freqtrade.exceptions import OperationalException
@@ -54,7 +56,7 @@ def hyperopt_results():
 
 
 # Functions for recurrent object patching
-def create_trials(mocker, hyperopt, testdatadir) -> None:
+def create_trials(mocker, hyperopt, testdatadir) -> List[Dict]:
     """
     When creating trials, mock the hyperopt Trials so that *by default*
       - we don't create any pickle'd files in the filesystem
@@ -228,10 +230,10 @@ def test_start_not_installed(mocker, default_conf, caplog, import_fails) -> None
         '--hyperopt', 'DefaultHyperOpt',
         '--epochs', '5'
     ]
-    args = get_args(args)
+    pargs = get_args(args)
 
     with pytest.raises(OperationalException, match=r"Please ensure that the hyperopt dependencies"):
-        start_hyperopt(args)
+        start_hyperopt(pargs)
 
 
 def test_start(mocker, default_conf, caplog) -> None:
@@ -246,8 +248,8 @@ def test_start(mocker, default_conf, caplog) -> None:
         '--hyperopt', 'DefaultHyperOpt',
         '--epochs', '5'
     ]
-    args = get_args(args)
-    start_hyperopt(args)
+    pargs = get_args(args)
+    start_hyperopt(pargs)
 
     assert log_has('Starting freqtrade in Hyperopt mode', caplog)
     assert start_mock.call_count == 1
@@ -269,9 +271,9 @@ def test_start_no_data(mocker, default_conf, caplog) -> None:
         '--hyperopt', 'DefaultHyperOpt',
         '--epochs', '5'
     ]
-    args = get_args(args)
+    pargs = get_args(args)
     with pytest.raises(OperationalException, match='No data found. Terminating.'):
-        start_hyperopt(args)
+        start_hyperopt(pargs)
 
 
 def test_start_filelock(mocker, default_conf, caplog) -> None:
@@ -286,8 +288,8 @@ def test_start_filelock(mocker, default_conf, caplog) -> None:
         '--hyperopt', 'DefaultHyperOpt',
         '--epochs', '5'
     ]
-    args = get_args(args)
-    start_hyperopt(args)
+    pargs = get_args(args)
+    start_hyperopt(pargs)
     assert log_has("Another running instance of freqtrade Hyperopt detected.", caplog)
 
 

From 7bb02d0cc60074fd668a8e498c81f167fa74198e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 10 Feb 2020 11:01:33 +0100
Subject: [PATCH 0460/1106] Update docker-docs wording

---
 docs/docker.md | 27 +++++++++++++++++----------
 1 file changed, 17 insertions(+), 10 deletions(-)

diff --git a/docs/docker.md b/docs/docker.md
index b1eb0b298..6267c0cf2 100644
--- a/docs/docker.md
+++ b/docs/docker.md
@@ -27,8 +27,8 @@ Freqtrade provides an official Docker image on [Dockerhub](https://hub.docker.co
 Create a new directory and place the [docker-compose file](https://github.com/freqtrade/freqtrade/blob/develop/docker-compose.yml) in this directory.
 
 ``` bash
-mkdir freqtrade
-cd freqtrade/
+mkdir ft_userdata
+cd ft_userdata/
 # Download the docker-compose file from the repository
 curl https://raw.githubusercontent.com/freqtrade/freqtrade/develop/docker-compose.yml -o docker-compose.yml
 
@@ -42,15 +42,22 @@ docker-compose run --rm freqtrade create-userdir --userdir user_data
 docker-compose run --rm freqtrade new-config --config user_data/config.json
 ```
 
-The above snippet will create a directory called "freqtrade" - download the latest compose file and pull the freqtrade image.
-The last 2 steps will create the user-directory, as well as a default configuration based on your selections.
+The above snippet creates a new directory called "ft_userdata", downloads the latest compose file and pulls the freqtrade image.
+The last 2 steps in the snippet create the directory with user-data, as well as (interactively) the default configuration based on your selections.
+
+!!! Note
+    You can edit the configuration at any time, which is available as `user_data/config.json` (within the directory `ft_userdata`) when using the above configuration.
 
 #### Adding your strategy
 
 The configuration is now available as `user_data/config.json`.
-You should now copy your strategy to `user_data/strategies/` - and add the Strategy class name to the `docker-compose.yml` file, replacing `SampleStrategy`.
+You should now copy your strategy to `user_data/strategies/` - and add the Strategy class name to the `docker-compose.yml` file, replacing `SampleStrategy`. If you wish to run the bot with the SampleStrategy, just leave it as it is.
 
-Once this is done, you're ready to launch the bot in trading mode.
+!!! Warning
+    The `SampleStrategy` is there for your reference and give you ideas for your own strategy.
+    Please always backtest the strategy and use dry-run for some time before risking real money!
+
+Once this is done, you're ready to launch the bot in trading mode (Dry-run or Live-trading, depending on your answer to the corresponding question you made above).
 
 ``` bash
 docker-compose up -d
@@ -88,11 +95,11 @@ Advanced users may edit the docker-compose file further to include all possible
 All possible freqtrade arguments will be available by running `docker-compose run --rm freqtrade <command> <optional arguments>`.
 
 !!! Note "`docker-compose run --rm`"
-    Inluding `--rm` will clean up the container after completion, and is highly recommended for all modes except trading mode (`freqtrade trade`).
+    Including `--rm` will clean up the container after completion, and is highly recommended for all modes except trading mode (running with `freqtrade trade` command).
 
 ##### Example: Download data with docker-compose
 
-Downloading backtest data for one pair from binance. The data will be stored in the host directory `user_data/data/`.
+Download backtesting data for 5 days for the pair ETH/BTC and 1h timeframe from Binance. The data will be stored in the directory `user_data/data/` on the host.
 
 ``` bash
 docker-compose run --rm freqtrade download-data --pairs ETH/BTC --exchange binance --days 5 -t 1h
@@ -102,7 +109,7 @@ Head over to the [Data Downloading Documentation](data-download.md) for more det
 
 ##### Example: Backtest with docker-compose
 
-Backtesting in docker-containers:
+Run backtesting in docker-containers for SampleStrategy and specified timerange of historical data, on 5m timeframe:
 
 ``` bash
 docker-compose run --rm freqtrade backtesting --config user_data/config.json --strategy SampleStrategy --timerange 20190801-20191001 -i 5m
@@ -126,7 +133,7 @@ You'll then also need to modify the `docker-compose.yml` file and uncomment the
 
 You can then run `docker-compose build` to build the docker image, and run it using the commands described above.
 
-## Docker - without docker compose
+## Freqtrade with docker without docker-compose
 
 !!! Warning
     The below documentation is provided for completeness and assumes that you are somewhat familiar with running docker containers. If you're just starting out with docker, we recommend to follow the [Freqtrade with docker-compose](#freqtrade-with-docker-compose) instructions.

From d69ddd2ac37b18251b55f6f6e40995b1fac04402 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Mon, 10 Feb 2020 11:54:12 +0100
Subject: [PATCH 0461/1106] Apply suggestions from code review

Committed 1 code suggestion in code review.

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/telegram-usage.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/telegram-usage.md b/docs/telegram-usage.md
index ac9cea3d6..c8ded4af5 100644
--- a/docs/telegram-usage.md
+++ b/docs/telegram-usage.md
@@ -55,7 +55,7 @@ official commands. You can ask at any moment for help with `/help`.
 | `/reload_conf` | | Reloads the configuration file
 | `/show_config` | | Shows part of the current configuration with relevant settings to operation
 | `/status` | | Lists all open trades
-| `/status table` | | List all open trades in a table format. Pending buy orders are marked with an asterisk(*)
+| `/status table` | | List all open trades in a table format. Pending buy orders are marked with an asterisk (*)
 | `/count` | | Displays number of trades used and available
 | `/profit` | | Display a summary of your profit/loss from close trades and some stats about your performance
 | `/forcesell <trade_id>` | | Instantly sells the given trade  (Ignoring `minimum_roi`).

From 0ac0ca74b5fe5db2e23d35bef0ad39174aaaabfd Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Mon, 10 Feb 2020 15:41:09 +0300
Subject: [PATCH 0462/1106] return back hint for running mypy

---
 CONTRIBUTING.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index a4a1a29f8..d84c743c9 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -61,7 +61,7 @@ Guide for installing them is [here](http://flake8.pycqa.org/en/latest/user/using
 #### Run mypy
 
 ``` bash
-mypy freqtrade tests
+mypy freqtrade
 ```
 
 ## (Core)-Committer Guide

From d07c69809da128471d664f2e19cc7cb28504ca5b Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Mon, 10 Feb 2020 18:32:41 +0300
Subject: [PATCH 0463/1106] Fix tests for hyperopt_loss

---
 tests/optimize/test_hyperopt.py | 24 ++++++++++++++++--------
 1 file changed, 16 insertions(+), 8 deletions(-)

diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index 1780b5155..a4704b793 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -295,9 +295,12 @@ def test_start_filelock(mocker, default_conf, caplog) -> None:
 
 def test_loss_calculation_prefer_correct_trade_count(default_conf, hyperopt_results) -> None:
     hl = HyperOptLossResolver.load_hyperoptloss(default_conf)
-    correct = hl.hyperopt_loss_function(hyperopt_results, 600)
-    over = hl.hyperopt_loss_function(hyperopt_results, 600 + 100)
-    under = hl.hyperopt_loss_function(hyperopt_results, 600 - 100)
+    correct = hl.hyperopt_loss_function(hyperopt_results, 600,
+                                        datetime(2019, 1, 1), datetime(2019, 5, 1))
+    over = hl.hyperopt_loss_function(hyperopt_results, 600 + 100,
+                                     datetime(2019, 1, 1), datetime(2019, 5, 1))
+    under = hl.hyperopt_loss_function(hyperopt_results, 600 - 100,
+                                      datetime(2019, 1, 1), datetime(2019, 5, 1))
     assert over > correct
     assert under > correct
 
@@ -307,8 +310,10 @@ def test_loss_calculation_prefer_shorter_trades(default_conf, hyperopt_results)
     resultsb.loc[1, 'trade_duration'] = 20
 
     hl = HyperOptLossResolver.load_hyperoptloss(default_conf)
-    longer = hl.hyperopt_loss_function(hyperopt_results, 100)
-    shorter = hl.hyperopt_loss_function(resultsb, 100)
+    longer = hl.hyperopt_loss_function(hyperopt_results, 100,
+                                       datetime(2019, 1, 1), datetime(2019, 5, 1))
+    shorter = hl.hyperopt_loss_function(resultsb, 100,
+                                        datetime(2019, 1, 1), datetime(2019, 5, 1))
     assert shorter < longer
 
 
@@ -319,9 +324,12 @@ def test_loss_calculation_has_limited_profit(default_conf, hyperopt_results) ->
     results_under['profit_percent'] = hyperopt_results['profit_percent'] / 2
 
     hl = HyperOptLossResolver.load_hyperoptloss(default_conf)
-    correct = hl.hyperopt_loss_function(hyperopt_results, 600)
-    over = hl.hyperopt_loss_function(results_over, 600)
-    under = hl.hyperopt_loss_function(results_under, 600)
+    correct = hl.hyperopt_loss_function(hyperopt_results, 600,
+                                        datetime(2019, 1, 1), datetime(2019, 5, 1))
+    over = hl.hyperopt_loss_function(results_over, 600,
+                                     datetime(2019, 1, 1), datetime(2019, 5, 1))
+    under = hl.hyperopt_loss_function(results_under, 600,
+                                      datetime(2019, 1, 1), datetime(2019, 5, 1))
     assert over < correct
     assert under > correct
 

From faf19eda86e3728905cf94644d47275af5cabbc5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 10 Feb 2020 17:27:47 +0100
Subject: [PATCH 0464/1106] Break the old binary file so users are forced to
 reinstall

Note:
This should not be relevant anymore - this binary has been deprecated
and is not being used by new installations since July 2019.
---
 bin/freqtrade | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/bin/freqtrade b/bin/freqtrade
index 25c94fe98..eee7cbef4 100755
--- a/bin/freqtrade
+++ b/bin/freqtrade
@@ -1,11 +1,11 @@
 #!/usr/bin/env python3
 
 import sys
-import warnings
+import logging
 
-from freqtrade.main import main
+logger = logging.getLogger(__name__)
 
-warnings.warn(
-    "Deprecated - To continue to run the bot like this, please run `pip install -e .` again.",
-    DeprecationWarning)
-main(sys.argv[1:])
+
+logger.error("DEPRECATED installation detected, please run `pip install -e .` again.")
+
+sys.exit(2)

From 05128d21a8be65a71d1a8a30e973b3bb26bf3884 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Mon, 10 Feb 2020 20:48:49 +0300
Subject: [PATCH 0465/1106] Suggest to run flake for scripts

---
 CONTRIBUTING.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index d84c743c9..1c83437f6 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -48,7 +48,7 @@ pytest tests/test_<file_name>.py::test_<method_name>
 #### Run Flake8
 
 ```bash
-flake8 freqtrade tests
+flake8 freqtrade tests scripts
 ```
 
 We receive a lot of code that fails the `flake8` checks.

From c924e4d519253a400218d95b7f17a64da27e5da6 Mon Sep 17 00:00:00 2001
From: Fredrik Rydin <gorby@gorby.dockdns.org>
Date: Mon, 10 Feb 2020 20:54:31 +0100
Subject: [PATCH 0466/1106] Updated based on feedback: - Profit commands now
 use float - Compatible with --best - Corrected wrong information in docs

---
 docs/utils.md                           | 134 ++++++++++++++++++------
 freqtrade/commands/cli_options.py       |   8 +-
 freqtrade/commands/hyperopt_commands.py |  68 ++++++------
 3 files changed, 140 insertions(+), 70 deletions(-)

diff --git a/docs/utils.md b/docs/utils.md
index 71039f174..5bb3a0e53 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -36,6 +36,38 @@ optional arguments:
     └── sample_strategy.py
 ```
 
+## Create new config
+
+Creates a new configuration file, asking some questions which are important selections for a configuration.
+
+```
+usage: freqtrade new-config [-h] [-c PATH]
+
+optional arguments:
+  -h, --help            show this help message and exit
+  -c PATH, --config PATH
+                        Specify configuration file (default: `config.json`). Multiple --config options may be used. Can be set to `-`
+                        to read config from stdin.
+```
+
+!!! Warning
+    Only vital questions are asked. Freqtrade offers a lot more configuration possibilities, which are listed in the [Configuration documentation](configuration.md#configuration-parameters)
+
+### Create config examples
+
+```
+$ freqtrade new-config --config config_binance.json
+
+? Do you want to enable Dry-run (simulated trades)?  Yes
+? Please insert your stake currency: BTC
+? Please insert your stake amount: 0.05
+? Please insert max_open_trades (Integer or 'unlimited'): 5
+? Please insert your ticker interval: 15m
+? Please insert your display Currency (for reporting): USD
+? Select exchange  binance
+? Do you want to enable Telegram?  No
+```
+
 ## Create new strategy
 
 Creates a new strategy from a template similar to SampleStrategy.
@@ -135,27 +167,15 @@ Common arguments:
 ```
 ```
 freqtrade list-hyperopts --help
-usage: freqtrade hyperopt-list [-h] [-v] [--logfile FILE] [-V] [-c PATH]
-                               [-d PATH] [--userdir PATH] [--best]
-                               [--profitable] [--min-avg-time INT]
-                               [--max-avg-time INT] [--min-avg-profit FLOAT]
-                               [--min-total-profit FLOAT] [--no-color]
-                               [--print-json] [--no-details]
+usage: freqtrade list-hyperopts [-h] [-v] [--logfile FILE] [-V] [-c PATH]
+                                [-d PATH] [--userdir PATH]
+                                [--hyperopt-path PATH] [-1]
 
 optional arguments:
   -h, --help            show this help message and exit
-  --best                Select only best epochs.
-  --profitable          Select only profitable epochs.
-  --min-avg-time INT    Select epochs on above average time.
-  --max-avg-time INT    Select epochs on under average time.
-  --min-avg-profit FLOAT
-                        Select epochs on above average profit.
-  --min-total-profit FLOAT
-                        Select epochs on above total profit.
-  --no-color            Disable colorization of hyperopt results. May be
-                        useful if you are redirecting output to a file.
-  --print-json          Print best result detailization in JSON format.
-  --no-details          Do not print best epoch details.
+  --hyperopt-path PATH  Specify additional lookup path for Hyperopt and
+                        Hyperopt Loss functions.
+  -1, --one-column      Print output in one column.
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
@@ -232,20 +252,31 @@ All exchanges supported by the ccxt library: _1btcxe, acx, adara, allcoin, anxpr
 Use the `list-timeframes` subcommand to see the list of ticker intervals (timeframes) available for the exchange.
 
 ```
-usage: freqtrade list-timeframes [-h] [--exchange EXCHANGE] [-1]
+usage: freqtrade list-timeframes [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH] [--userdir PATH] [--exchange EXCHANGE] [-1]
 
 optional arguments:
-  -h, --help           show this help message and exit
-  --exchange EXCHANGE  Exchange name (default: `bittrex`). Only valid if no
-                       config is provided.
-  -1, --one-column     Print output in one column.
+  -h, --help            show this help message and exit
+  --exchange EXCHANGE   Exchange name (default: `bittrex`). Only valid if no config is provided.
+  -1, --one-column      Print output in one column.
+
+Common arguments:
+  -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
+  --logfile FILE        Log to the file specified. Special values are: 'syslog', 'journald'. See the documentation for more details.
+  -V, --version         show program's version number and exit
+  -c PATH, --config PATH
+                        Specify configuration file (default: `config.json`). Multiple --config options may be used. Can be set to `-`
+                        to read config from stdin.
+  -d PATH, --datadir PATH
+                        Path to directory with historical backtesting data.
+  --userdir PATH, --user-data-dir PATH
+                        Path to userdata directory.
 
 ```
 
 * Example: see the timeframes for the 'binance' exchange, set in the configuration file:
 
 ```
-$ freqtrade -c config_binance.json list-timeframes
+$ freqtrade list-timeframes -c config_binance.json
 ...
 Timeframes available for the exchange `binance`: 1m, 3m, 5m, 15m, 30m, 1h, 2h, 4h, 6h, 8h, 12h, 1d, 3d, 1w, 1M
 ```
@@ -269,14 +300,16 @@ You can print info about any pair/market with these subcommands - and you can fi
 These subcommands have same usage and same set of available options:
 
 ```
-usage: freqtrade list-markets [-h] [--exchange EXCHANGE] [--print-list]
-                              [--print-json] [-1] [--print-csv]
+usage: freqtrade list-markets [-h] [-v] [--logfile FILE] [-V] [-c PATH]
+                              [-d PATH] [--userdir PATH] [--exchange EXCHANGE]
+                              [--print-list] [--print-json] [-1] [--print-csv]
                               [--base BASE_CURRENCY [BASE_CURRENCY ...]]
                               [--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]]
                               [-a]
 
-usage: freqtrade list-pairs [-h] [--exchange EXCHANGE] [--print-list]
-                            [--print-json] [-1] [--print-csv]
+usage: freqtrade list-pairs [-h] [-v] [--logfile FILE] [-V] [-c PATH]
+                            [-d PATH] [--userdir PATH] [--exchange EXCHANGE]
+                            [--print-list] [--print-json] [-1] [--print-csv]
                             [--base BASE_CURRENCY [BASE_CURRENCY ...]]
                             [--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]] [-a]
 
@@ -295,6 +328,22 @@ optional arguments:
                         Specify quote currency(-ies). Space-separated list.
   -a, --all             Print all pairs or market symbols. By default only
                         active ones are shown.
+
+Common arguments:
+  -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
+  --logfile FILE        Log to the file specified. Special values are:
+                        'syslog', 'journald'. See the documentation for more
+                        details.
+  -V, --version         show program's version number and exit
+  -c PATH, --config PATH
+                        Specify configuration file (default: `config.json`).
+                        Multiple --config options may be used. Can be set to
+                        `-` to read config from stdin.
+  -d PATH, --datadir PATH
+                        Path to directory with historical backtesting data.
+  --userdir PATH, --user-data-dir PATH
+                        Path to userdata directory.
+
 ```
 
 By default, only active pairs/markets are shown. Active pairs/markets are those that can currently be traded
@@ -316,7 +365,7 @@ $ freqtrade list-pairs --quote USD --print-json
 human-readable list with summary:
 
 ```
-$ freqtrade -c config_binance.json list-pairs --all --base BTC ETH --quote USDT USD --print-list
+$ freqtrade list-pairs -c config_binance.json --all --base BTC ETH --quote USDT USD --print-list
 ```
 
 * Print all markets on exchange "Kraken", in the tabular format:
@@ -364,17 +413,40 @@ You can list the hyperoptimization epochs the Hyperopt module evaluated previous
 ```
 usage: freqtrade hyperopt-list [-h] [-v] [--logfile FILE] [-V] [-c PATH]
                                [-d PATH] [--userdir PATH] [--best]
-                               [--profitable] [--no-color] [--print-json]
-                               [--no-details]
+                               [--profitable] [--min-avg-time FLOAT]
+                               [--max-avg-time FLOAT] [--min-avg-profit FLOAT]
+                               [--min-total-profit FLOAT] [--no-color]
+                               [--print-json] [--no-details]
 
 optional arguments:
   -h, --help            show this help message and exit
   --best                Select only best epochs.
   --profitable          Select only profitable epochs.
+  --min-avg-time FLOAT  Select epochs on above average time.
+  --max-avg-time FLOAT  Select epochs on under average time.
+  --min-avg-profit FLOAT
+                        Select epochs on above average profit.
+  --min-total-profit FLOAT
+                        Select epochs on above total profit.
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
   --print-json          Print best result detailization in JSON format.
   --no-details          Do not print best epoch details.
+
+Common arguments:
+  -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
+  --logfile FILE        Log to the file specified. Special values are:
+                        'syslog', 'journald'. See the documentation for more
+                        details.
+  -V, --version         show program's version number and exit
+  -c PATH, --config PATH
+                        Specify configuration file (default: `config.json`).
+                        Multiple --config options may be used. Can be set to
+                        `-` to read config from stdin.
+  -d PATH, --datadir PATH
+                        Path to directory with historical backtesting data.
+  --userdir PATH, --user-data-dir PATH
+                        Path to userdata directory.
 ```
  
 ### Examples
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 0c6d64691..154404821 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -401,14 +401,14 @@ AVAILABLE_CLI_OPTIONS = {
     "hyperopt_list_min_avg_time": Arg(
         '--min-avg-time',
         help='Select epochs on above average time.',
-        type=check_int_nonzero,
-        metavar='INT',
+        type=float,
+        metavar='FLOAT',
     ),
     "hyperopt_list_max_avg_time": Arg(
         '--max-avg-time',
         help='Select epochs on under average time.',
-        type=check_int_nonzero,
-        metavar='INT',
+        type=float,
+        metavar='FLOAT',
     ),
     "hyperopt_list_min_avg_profit": Arg(
         '--min-avg-profit',
diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index cdfdb5ca6..ed0728bf6 100644
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -27,10 +27,10 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
     filteroptions = {
         'only_best': config.get('hyperopt_list_best', False),
         'only_profitable': config.get('hyperopt_list_profitable', False),
-        'filter_min_avg_time': config.get('hyperopt_list_min_avg_time', 0),
-        'filter_max_avg_time': config.get('hyperopt_list_max_avg_time', 0),
-        'filter_min_avg_profit': config.get('hyperopt_list_min_avg_profit', 0.0),
-        'filter_min_total_profit': config.get('hyperopt_list_min_total_profit', 0.0)
+        'filter_min_avg_time': config.get('hyperopt_list_min_avg_time', None),
+        'filter_max_avg_time': config.get('hyperopt_list_max_avg_time', None),
+        'filter_min_avg_profit': config.get('hyperopt_list_min_avg_profit', None),
+        'filter_min_total_profit': config.get('hyperopt_list_min_total_profit', None)
     }
 
     trials_file = (config['user_data_dir'] /
@@ -74,10 +74,10 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
     filteroptions = {
         'only_best': config.get('hyperopt_list_best', False),
         'only_profitable': config.get('hyperopt_list_profitable', False),
-        'filter_min_avg_time': config.get('hyperopt_list_min_avg_time', 0),
-        'filter_max_avg_time': config.get('hyperopt_list_max_avg_time', 0),
-        'filter_min_avg_profit': config.get('hyperopt_list_min_avg_profit', 0),
-        'filter_min_total_profit': config.get('hyperopt_list_min_total_profit', 0)
+        'filter_min_avg_time': config.get('hyperopt_list_min_avg_time', None),
+        'filter_max_avg_time': config.get('hyperopt_list_max_avg_time', None),
+        'filter_min_avg_profit': config.get('hyperopt_list_min_avg_profit', None),
+        'filter_min_total_profit': config.get('hyperopt_list_min_total_profit', None)
     }
     no_header = config.get('hyperopt_show_no_header', False)
 
@@ -119,33 +119,31 @@ def _hyperopt_filter_trials(trials: List, filteroptions: dict) -> List:
         trials = [x for x in trials if x['is_best']]
     if filteroptions['only_profitable']:
         trials = [x for x in trials if x['results_metrics']['profit'] > 0]
-
-    if not filteroptions['only_best']:
-        if filteroptions['filter_min_avg_time'] > 0:
-            trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
-            trials = [
-                        x for x in trials
-                        if x['results_metrics']['duration'] > filteroptions['filter_min_avg_time']
-                     ]
-        if filteroptions['filter_max_avg_time'] > 0:
-            trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
-            trials = [
-                        x for x in trials
-                        if x['results_metrics']['duration'] < filteroptions['filter_max_avg_time']
-                     ]
-        if filteroptions['filter_min_avg_profit'] > 0:
-            trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
-            trials = [
-                        x for x in trials
-                        if x['results_metrics']['avg_profit']
-                        > filteroptions['filter_min_avg_profit']
-                     ]
-        if filteroptions['filter_min_total_profit'] > 0:
-            trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
-            trials = [
-                        x for x in trials
-                        if x['results_metrics']['profit'] > filteroptions['filter_min_total_profit']
-                     ]
+    if filteroptions['filter_min_avg_time'] is not None:
+        trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
+        trials = [
+                    x for x in trials
+                    if x['results_metrics']['duration'] > filteroptions['filter_min_avg_time']
+                 ]
+    if filteroptions['filter_max_avg_time'] is not None:
+        trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
+        trials = [
+                    x for x in trials
+                    if x['results_metrics']['duration'] < filteroptions['filter_max_avg_time']
+                 ]
+    if filteroptions['filter_min_avg_profit'] is not None:
+        trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
+        trials = [
+                    x for x in trials
+                    if x['results_metrics']['avg_profit']
+                    > filteroptions['filter_min_avg_profit']
+                 ]
+    if filteroptions['filter_min_total_profit'] is not None:
+        trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
+        trials = [
+                    x for x in trials
+                    if x['results_metrics']['profit'] > filteroptions['filter_min_total_profit']
+                 ]
 
     logger.info(f"{len(trials)} " +
                 ("best " if filteroptions['only_best'] else "") +

From f2520c11e70c3f0717bdd842f7b7cdeb5482ab0a Mon Sep 17 00:00:00 2001
From: Fredrik Rydin <gorby@gorby.dockdns.org>
Date: Mon, 10 Feb 2020 21:19:25 +0100
Subject: [PATCH 0467/1106] Used wrong utils.md as base

---
 docs/utils.md | 83 +++++++--------------------------------------------
 1 file changed, 11 insertions(+), 72 deletions(-)

diff --git a/docs/utils.md b/docs/utils.md
index 5bb3a0e53..4bb2fdafb 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -36,38 +36,6 @@ optional arguments:
     └── sample_strategy.py
 ```
 
-## Create new config
-
-Creates a new configuration file, asking some questions which are important selections for a configuration.
-
-```
-usage: freqtrade new-config [-h] [-c PATH]
-
-optional arguments:
-  -h, --help            show this help message and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default: `config.json`). Multiple --config options may be used. Can be set to `-`
-                        to read config from stdin.
-```
-
-!!! Warning
-    Only vital questions are asked. Freqtrade offers a lot more configuration possibilities, which are listed in the [Configuration documentation](configuration.md#configuration-parameters)
-
-### Create config examples
-
-```
-$ freqtrade new-config --config config_binance.json
-
-? Do you want to enable Dry-run (simulated trades)?  Yes
-? Please insert your stake currency: BTC
-? Please insert your stake amount: 0.05
-? Please insert max_open_trades (Integer or 'unlimited'): 5
-? Please insert your ticker interval: 15m
-? Please insert your display Currency (for reporting): USD
-? Select exchange  binance
-? Do you want to enable Telegram?  No
-```
-
 ## Create new strategy
 
 Creates a new strategy from a template similar to SampleStrategy.
@@ -252,31 +220,20 @@ All exchanges supported by the ccxt library: _1btcxe, acx, adara, allcoin, anxpr
 Use the `list-timeframes` subcommand to see the list of ticker intervals (timeframes) available for the exchange.
 
 ```
-usage: freqtrade list-timeframes [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH] [--userdir PATH] [--exchange EXCHANGE] [-1]
+usage: freqtrade list-timeframes [-h] [--exchange EXCHANGE] [-1]
 
 optional arguments:
-  -h, --help            show this help message and exit
-  --exchange EXCHANGE   Exchange name (default: `bittrex`). Only valid if no config is provided.
-  -1, --one-column      Print output in one column.
-
-Common arguments:
-  -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
-  --logfile FILE        Log to the file specified. Special values are: 'syslog', 'journald'. See the documentation for more details.
-  -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default: `config.json`). Multiple --config options may be used. Can be set to `-`
-                        to read config from stdin.
-  -d PATH, --datadir PATH
-                        Path to directory with historical backtesting data.
-  --userdir PATH, --user-data-dir PATH
-                        Path to userdata directory.
+  -h, --help           show this help message and exit
+  --exchange EXCHANGE  Exchange name (default: `bittrex`). Only valid if no
+                       config is provided.
+  -1, --one-column     Print output in one column.
 
 ```
 
 * Example: see the timeframes for the 'binance' exchange, set in the configuration file:
 
 ```
-$ freqtrade list-timeframes -c config_binance.json
+$ freqtrade -c config_binance.json list-timeframes
 ...
 Timeframes available for the exchange `binance`: 1m, 3m, 5m, 15m, 30m, 1h, 2h, 4h, 6h, 8h, 12h, 1d, 3d, 1w, 1M
 ```
@@ -300,16 +257,14 @@ You can print info about any pair/market with these subcommands - and you can fi
 These subcommands have same usage and same set of available options:
 
 ```
-usage: freqtrade list-markets [-h] [-v] [--logfile FILE] [-V] [-c PATH]
-                              [-d PATH] [--userdir PATH] [--exchange EXCHANGE]
-                              [--print-list] [--print-json] [-1] [--print-csv]
+usage: freqtrade list-markets [-h] [--exchange EXCHANGE] [--print-list]
+                              [--print-json] [-1] [--print-csv]
                               [--base BASE_CURRENCY [BASE_CURRENCY ...]]
                               [--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]]
                               [-a]
 
-usage: freqtrade list-pairs [-h] [-v] [--logfile FILE] [-V] [-c PATH]
-                            [-d PATH] [--userdir PATH] [--exchange EXCHANGE]
-                            [--print-list] [--print-json] [-1] [--print-csv]
+usage: freqtrade list-pairs [-h] [--exchange EXCHANGE] [--print-list]
+                            [--print-json] [-1] [--print-csv]
                             [--base BASE_CURRENCY [BASE_CURRENCY ...]]
                             [--quote QUOTE_CURRENCY [QUOTE_CURRENCY ...]] [-a]
 
@@ -328,22 +283,6 @@ optional arguments:
                         Specify quote currency(-ies). Space-separated list.
   -a, --all             Print all pairs or market symbols. By default only
                         active ones are shown.
-
-Common arguments:
-  -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
-  --logfile FILE        Log to the file specified. Special values are:
-                        'syslog', 'journald'. See the documentation for more
-                        details.
-  -V, --version         show program's version number and exit
-  -c PATH, --config PATH
-                        Specify configuration file (default: `config.json`).
-                        Multiple --config options may be used. Can be set to
-                        `-` to read config from stdin.
-  -d PATH, --datadir PATH
-                        Path to directory with historical backtesting data.
-  --userdir PATH, --user-data-dir PATH
-                        Path to userdata directory.
-
 ```
 
 By default, only active pairs/markets are shown. Active pairs/markets are those that can currently be traded
@@ -365,7 +304,7 @@ $ freqtrade list-pairs --quote USD --print-json
 human-readable list with summary:
 
 ```
-$ freqtrade list-pairs -c config_binance.json --all --base BTC ETH --quote USDT USD --print-list
+$ freqtrade -c config_binance.json list-pairs --all --base BTC ETH --quote USDT USD --print-list
 ```
 
 * Print all markets on exchange "Kraken", in the tabular format:

From 62bcb3d7660ad60f0b9c3f7374878df16117c253 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Tue, 11 Feb 2020 03:43:20 +0300
Subject: [PATCH 0468/1106] Fix tests in test_history.py

---
 tests/data/test_history.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index da4c90191..15f507b90 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -420,7 +420,7 @@ def test_trim_tickerlist(testdatadir) -> None:
 
     # Test the pattern ^(\d{8})-$
     # This pattern extracts elements from the date to now
-    timerange = TimeRange('date', None, ticker_list[10][0] / 1000 - 1, None)
+    timerange = TimeRange('date', None, ticker_list[10][0] / 1000 - 1, 0)
     ticker = trim_tickerlist(ticker_list, timerange)
     ticker_len = len(ticker)
 
@@ -430,14 +430,14 @@ def test_trim_tickerlist(testdatadir) -> None:
 
     # Test a wrong pattern
     # This pattern must return the list unchanged
-    timerange = TimeRange(None, None, None, 5)
+    timerange = TimeRange(None, None, 0, 5)
     ticker = trim_tickerlist(ticker_list, timerange)
     ticker_len = len(ticker)
 
     assert ticker_list_len == ticker_len
 
     # passing empty list
-    timerange = TimeRange(None, None, None, 5)
+    timerange = TimeRange(None, None, 0, 5)
     ticker = trim_tickerlist([], timerange)
     assert 0 == len(ticker)
     assert not ticker

From 29f7c5071b2c99536f1499ba420f7c09a7eadcf2 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Tue, 11 Feb 2020 04:17:10 +0300
Subject: [PATCH 0469/1106] Fix usage of an item from BTContainer in tests

---
 tests/optimize/__init__.py             | 4 ++--
 tests/optimize/test_backtest_detail.py | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/tests/optimize/__init__.py b/tests/optimize/__init__.py
index 524db093e..13605a38c 100644
--- a/tests/optimize/__init__.py
+++ b/tests/optimize/__init__.py
@@ -1,4 +1,4 @@
-from typing import Dict, List, NamedTuple
+from typing import Dict, List, NamedTuple, Optional
 
 import arrow
 from pandas import DataFrame
@@ -30,7 +30,7 @@ class BTContainer(NamedTuple):
     profit_perc: float
     trailing_stop: bool = False
     trailing_only_offset_is_reached: bool = False
-    trailing_stop_positive: float = None
+    trailing_stop_positive: Optional[float] = None
     trailing_stop_positive_offset: float = 0.0
     use_sell_signal: bool = False
 
diff --git a/tests/optimize/test_backtest_detail.py b/tests/optimize/test_backtest_detail.py
index bd2765430..e7bc76c1d 100644
--- a/tests/optimize/test_backtest_detail.py
+++ b/tests/optimize/test_backtest_detail.py
@@ -364,7 +364,7 @@ def test_backtest_results(default_conf, fee, mocker, caplog, data) -> None:
     default_conf["trailing_stop"] = data.trailing_stop
     default_conf["trailing_only_offset_is_reached"] = data.trailing_only_offset_is_reached
     # Only add this to configuration If it's necessary
-    if data.trailing_stop_positive:
+    if data.trailing_stop_positive is not None:
         default_conf["trailing_stop_positive"] = data.trailing_stop_positive
     default_conf["trailing_stop_positive_offset"] = data.trailing_stop_positive_offset
     default_conf["ask_strategy"] = {"use_sell_signal": data.use_sell_signal}

From f99d1c38298b717a3e1d1299477338e41746c756 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Tue, 11 Feb 2020 15:44:47 +0100
Subject: [PATCH 0470/1106] fixed open_rate instead of open_rate_requested

---
 freqtrade/freqtradebot.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 5f1024f8c..aa617a386 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -549,7 +549,7 @@ class FreqtradeBot:
             'type': RPCMessageType.BUY_NOTIFICATION,
             'exchange': self.exchange.name.capitalize(),
             'pair': trade.pair,
-            'limit': trade.open_rate_requested,
+            'limit': trade.open_rate,
             'order_type': order_type,
             'stake_amount': trade.stake_amount,
             'stake_currency': self.config['stake_currency'],

From 7f4b90c68f9fd1a116ba3179b335add64c66c3cd Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Tue, 11 Feb 2020 15:45:35 +0100
Subject: [PATCH 0471/1106] fixed actual open_rate in notify_buy_cancel

---
 freqtrade/freqtradebot.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index aa617a386..6d1122aa1 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -572,7 +572,7 @@ class FreqtradeBot:
             'type': RPCMessageType.BUY_CANCEL_NOTIFICATION,
             'exchange': self.exchange.name.capitalize(),
             'pair': trade.pair,
-            'limit': trade.open_rate_requested,
+            'limit': trade.open_rate,
             'order_type': order_type,
             'stake_amount': trade.stake_amount,
             'stake_currency': self.config['stake_currency'],

From 867b736b8477507f933ce8b9768a433de5721615 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Tue, 11 Feb 2020 15:49:57 +0100
Subject: [PATCH 0472/1106] Fixed to Executing Buys & Sells

---
 freqtrade/freqtradebot.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 6d1122aa1..85ddb0da1 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -414,7 +414,7 @@ class FreqtradeBot:
             if ((bid_check_dom.get('enabled', False)) and
                     (bid_check_dom.get('bids_to_ask_delta', 0) > 0)):
                 if self._check_depth_of_market_buy(pair, bid_check_dom):
-                    logger.info(f'Executed Buy for {pair}.')
+                    logger.info(f'Executing Buy for {pair}.')
                     return self.execute_buy(pair, stake_amount)
                 else:
                     return False
@@ -804,8 +804,8 @@ class FreqtradeBot:
         )
 
         if should_sell.sell_flag:
+            logger.info(f'Executing Sell for {trade.pair}. Reason: {should_sell.sell_type}')
             self.execute_sell(trade, sell_rate, should_sell.sell_type)
-            logger.info(f'Executed Sell for {trade.pair}. Reason: {should_sell.sell_type}')
             return True
         return False
 

From fc29564974d77e54599bf759dd1d1ed4d2df884a Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Tue, 11 Feb 2020 15:58:40 +0100
Subject: [PATCH 0473/1106] Fixed messages and readability

---
 docs/webhook-config.md         | 4 ++--
 freqtrade/rpc/rpc.py           | 4 ++--
 freqtrade/rpc/telegram.py      | 4 ++--
 tests/rpc/test_rpc_telegram.py | 6 +++---
 tests/rpc/test_rpc_webhook.py  | 4 ++--
 5 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/docs/webhook-config.md b/docs/webhook-config.md
index b287fa71e..e53aa8af5 100644
--- a/docs/webhook-config.md
+++ b/docs/webhook-config.md
@@ -16,7 +16,7 @@ Sample configuration (tested using IFTTT).
             "value3": "{stake_amount:8f} {stake_currency}"
         },
         "webhookbuycancel": {
-            "value1": "Cancelling Buy {pair}",
+            "value1": "Cancelling Open Buy Order for {pair}",
             "value2": "limit {limit:8f}",
             "value3": "{stake_amount:8f} {stake_currency}"
         },
@@ -26,7 +26,7 @@ Sample configuration (tested using IFTTT).
             "value3": "profit: {profit_amount:8f} {stake_currency}"
         },
         "webhooksellcancel": {
-            "value1": "Cancelling Sell {pair}",
+            "value1": "Cancelling Open Sell Order for {pair}",
             "value2": "limit {limit:8f}",
             "value3": "profit: {profit_amount:8f} {stake_currency}"
         },
diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index c1efea79e..07631f258 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -168,8 +168,8 @@ class RPC:
                         profit_str += f" ({fiat_profit:.2f})"
                 trades_list.append([
                     trade.id,
-                    trade.pair + ['', '*'][trade.open_order_id is not None
-                                           and trade.close_rate_requested is None],
+                    trade.pair + '*' if (trade.open_order_id is not None
+                                         and trade.close_rate_requested is None) else '',
                     shorten_date(arrow.get(trade.open_date).humanize(only_distance=True)),
                     profit_str
                 ])
diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py
index 0dd7a8ffd..e3d4f54e7 100644
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@@ -144,7 +144,7 @@ class Telegram(RPC):
             message += ")`"
 
         elif msg['type'] == RPCMessageType.BUY_CANCEL_NOTIFICATION:
-            message = "*{exchange}:* Cancelling Buy {pair}".format(**msg)
+            message = "*{exchange}:* Cancelling Open Buy Order for {pair}".format(**msg)
 
         elif msg['type'] == RPCMessageType.SELL_NOTIFICATION:
             msg['amount'] = round(msg['amount'], 8)
@@ -172,7 +172,7 @@ class Telegram(RPC):
                             ' / {profit_fiat:.3f} {fiat_currency})`').format(**msg)
 
         elif msg['type'] == RPCMessageType.SELL_CANCEL_NOTIFICATION:
-            message = "*{exchange}:* Cancelling Sell {pair}".format(**msg)
+            message = "*{exchange}:* Cancelling Open Sell Order for {pair}".format(**msg)
 
         elif msg['type'] == RPCMessageType.STATUS_NOTIFICATION:
             message = '*Status:* `{status}`'.format(**msg)
diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py
index ae9c0c4dc..a8b8e0c5a 100644
--- a/tests/rpc/test_rpc_telegram.py
+++ b/tests/rpc/test_rpc_telegram.py
@@ -1228,7 +1228,7 @@ def test_send_msg_buy_cancel_notification(default_conf, mocker) -> None:
         'pair': 'ETH/BTC',
     })
     assert msg_mock.call_args[0][0] \
-        == ('*Bittrex:* Cancelling Buy ETH/BTC')
+        == ('*Bittrex:* Cancelling Open Buy Order for ETH/BTC')
 
 
 def test_send_msg_sell_notification(default_conf, mocker) -> None:
@@ -1318,7 +1318,7 @@ def test_send_msg_sell_cancel_notification(default_conf, mocker) -> None:
         'pair': 'KEY/ETH',
     })
     assert msg_mock.call_args[0][0] \
-        == ('*Binance:* Cancelling Sell KEY/ETH')
+        == ('*Binance:* Cancelling Open Sell Order for KEY/ETH')
 
     msg_mock.reset_mock()
     telegram.send_msg({
@@ -1327,7 +1327,7 @@ def test_send_msg_sell_cancel_notification(default_conf, mocker) -> None:
         'pair': 'KEY/ETH',
     })
     assert msg_mock.call_args[0][0] \
-        == ('*Binance:* Cancelling Sell KEY/ETH')
+        == ('*Binance:* Cancelling Open Sell Order for KEY/ETH')
     # Reset singleton function to avoid random breaks
     telegram._fiat_converter.convert_amount = old_convamount
 
diff --git a/tests/rpc/test_rpc_webhook.py b/tests/rpc/test_rpc_webhook.py
index ab40047c0..3f3f36766 100644
--- a/tests/rpc/test_rpc_webhook.py
+++ b/tests/rpc/test_rpc_webhook.py
@@ -21,7 +21,7 @@ def get_webhook_dict() -> dict:
             "value3": "{stake_amount:8f} {stake_currency}"
         },
         "webhookbuycancel": {
-            "value1": "Cancelling Buy {pair}",
+            "value1": "Cancelling Open Buy Order for {pair}",
             "value2": "limit {limit:8f}",
             "value3": "{stake_amount:8f} {stake_currency}"
         },
@@ -31,7 +31,7 @@ def get_webhook_dict() -> dict:
             "value3": "profit: {profit_amount:8f} {stake_currency}"
         },
         "webhooksellcancel": {
-            "value1": "Cancelling Sell {pair}",
+            "value1": "Cancelling Open Sell Order for {pair}",
             "value2": "limit {limit:8f}",
             "value3": "profit: {profit_amount:8f} {stake_currency}"
         },

From 5b4d8d69ef567ca074351186eebe97e3c9e2fe52 Mon Sep 17 00:00:00 2001
From: Fredrik Rydin <gorby@gorby.dockdns.org>
Date: Tue, 11 Feb 2020 16:02:08 +0100
Subject: [PATCH 0474/1106] Adding --min-trades and --max-trades for
 hyperopt-list

---
 docs/utils.md                            |  5 +++-
 freqtrade/commands/arguments.py          |  1 +
 freqtrade/commands/cli_options.py        | 12 ++++++++++
 freqtrade/commands/hyperopt_commands.py  | 14 ++++++++++++
 freqtrade/configuration/configuration.py |  6 +++++
 tests/commands/test_commands.py          | 29 ++++++++++++++++++++++++
 6 files changed, 66 insertions(+), 1 deletion(-)
 mode change 100644 => 100755 freqtrade/commands/hyperopt_commands.py

diff --git a/docs/utils.md b/docs/utils.md
index 5bb3a0e53..91dd6eae0 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -413,7 +413,8 @@ You can list the hyperoptimization epochs the Hyperopt module evaluated previous
 ```
 usage: freqtrade hyperopt-list [-h] [-v] [--logfile FILE] [-V] [-c PATH]
                                [-d PATH] [--userdir PATH] [--best]
-                               [--profitable] [--min-avg-time FLOAT]
+                               [--profitable] [--min-trades INT]
+                               [--max-trades INT] [--min-avg-time FLOAT]
                                [--max-avg-time FLOAT] [--min-avg-profit FLOAT]
                                [--min-total-profit FLOAT] [--no-color]
                                [--print-json] [--no-details]
@@ -422,6 +423,8 @@ optional arguments:
   -h, --help            show this help message and exit
   --best                Select only best epochs.
   --profitable          Select only profitable epochs.
+  --min-trades INT      Select epochs with more than INT trades.
+  --max-trades INT      Select epochs with less than INT trades.
   --min-avg-time FLOAT  Select epochs on above average time.
   --max-avg-time FLOAT  Select epochs on under average time.
   --min-avg-profit FLOAT
diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index e5a68389b..1b2c4482e 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -62,6 +62,7 @@ ARGS_PLOT_PROFIT = ["pairs", "timerange", "export", "exportfilename", "db_url",
                     "trade_source", "ticker_interval"]
 
 ARGS_HYPEROPT_LIST = ["hyperopt_list_best", "hyperopt_list_profitable",
+                      "hyperopt_list_min_trades", "hyperopt_list_max_trades",
                       "hyperopt_list_min_avg_time", "hyperopt_list_max_avg_time",
                       "hyperopt_list_min_avg_profit", "hyperopt_list_min_total_profit",
                       "print_colorized", "print_json", "hyperopt_list_no_details"]
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 154404821..f9351c207 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -398,6 +398,18 @@ AVAILABLE_CLI_OPTIONS = {
         help='Select only best epochs.',
         action='store_true',
     ),
+    "hyperopt_list_min_trades": Arg(
+        '--min-trades',
+        help='Select epochs with more than INT trades.',
+        type=check_int_nonzero,
+        metavar='INT',
+    ),
+    "hyperopt_list_max_trades": Arg(
+        '--max-trades',
+        help='Select epochs with less than INT trades.',
+        type=check_int_nonzero,
+        metavar='INT',
+    ),
     "hyperopt_list_min_avg_time": Arg(
         '--min-avg-time',
         help='Select epochs on above average time.',
diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
old mode 100644
new mode 100755
index ed0728bf6..c3baf2406
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -27,6 +27,8 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
     filteroptions = {
         'only_best': config.get('hyperopt_list_best', False),
         'only_profitable': config.get('hyperopt_list_profitable', False),
+        'filter_min_trades': config.get('hyperopt_list_min_trades', 0),
+        'filter_max_trades': config.get('hyperopt_list_max_trades', 0),
         'filter_min_avg_time': config.get('hyperopt_list_min_avg_time', None),
         'filter_max_avg_time': config.get('hyperopt_list_max_avg_time', None),
         'filter_min_avg_profit': config.get('hyperopt_list_min_avg_profit', None),
@@ -74,6 +76,8 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
     filteroptions = {
         'only_best': config.get('hyperopt_list_best', False),
         'only_profitable': config.get('hyperopt_list_profitable', False),
+        'filter_min_trades': config.get('hyperopt_list_min_trades', 0),
+        'filter_max_trades': config.get('hyperopt_list_max_trades', 0),
         'filter_min_avg_time': config.get('hyperopt_list_min_avg_time', None),
         'filter_max_avg_time': config.get('hyperopt_list_max_avg_time', None),
         'filter_min_avg_profit': config.get('hyperopt_list_min_avg_profit', None),
@@ -119,6 +123,16 @@ def _hyperopt_filter_trials(trials: List, filteroptions: dict) -> List:
         trials = [x for x in trials if x['is_best']]
     if filteroptions['only_profitable']:
         trials = [x for x in trials if x['results_metrics']['profit'] > 0]
+    if filteroptions['filter_min_trades'] > 0:
+        trials = [
+                    x for x in trials
+                    if x['results_metrics']['trade_count'] > filteroptions['filter_min_trades']
+                 ]
+    if filteroptions['filter_max_trades'] > 0:
+        trials = [
+                    x for x in trials
+                    if x['results_metrics']['trade_count'] < filteroptions['filter_max_trades']
+                 ]
     if filteroptions['filter_min_avg_time'] is not None:
         trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
         trials = [
diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index f7e87f3a1..41f24e55c 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -310,6 +310,12 @@ class Configuration:
         self._args_to_config(config, argname='hyperopt_list_profitable',
                              logstring='Parameter --profitable detected: {}')
 
+        self._args_to_config(config, argname='hyperopt_list_min_trades',
+                             logstring='Parameter --min-trades detected: {}')
+
+        self._args_to_config(config, argname='hyperopt_list_max_trades',
+                             logstring='Parameter --max-trades detected: {}')
+
         self._args_to_config(config, argname='hyperopt_list_min_avg_time',
                              logstring='Parameter --min-avg-time detected: {}')
 
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index db8a9289a..e02a721a4 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -773,6 +773,35 @@ def test_hyperopt_list(mocker, capsys, hyperopt_results):
     pargs['config'] = None
     start_hyperopt_list(pargs)
     captured = capsys.readouterr()
+    assert all(x in captured.out
+               for x in [" 2/12", " 10/12"])
+    assert all(x not in captured.out
+               for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12", " 8/12", " 9/12",
+                         " 11/12", " 12/12"])
+    args = [
+        "hyperopt-list",
+        "--no-details",
+        "--no-color",
+        "--min-trades", "20"
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_hyperopt_list(pargs)
+    captured = capsys.readouterr()
+    assert all(x in captured.out
+               for x in [" 3/12", " 6/12", " 7/12", " 9/12", " 11/12"])
+    assert all(x not in captured.out
+               for x in [" 1/12", " 2/12", " 4/12", " 5/12", " 8/12", " 10/12", " 12/12"])
+    args = [
+        "hyperopt-list",
+        "--profitable",
+        "--no-details",
+        "--max-trades", "20"
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_hyperopt_list(pargs)
+    captured = capsys.readouterr()
     assert all(x in captured.out
                for x in [" 2/12", " 10/12"])
     assert all(x not in captured.out

From 4fedf1e564212b43b359a1bc533f0d571b9ce926 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Tue, 11 Feb 2020 16:05:44 +0100
Subject: [PATCH 0475/1106] default refresh TRUE on get_buy_rate and
 get_sell_Rate

---
 freqtrade/freqtradebot.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 85ddb0da1..c04e3077e 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -234,7 +234,7 @@ class FreqtradeBot:
 
         return trades_created
 
-    def get_buy_rate(self, pair: str, refresh: bool = False, tick: Dict = None) -> float:
+    def get_buy_rate(self, pair: str, refresh: bool = True, tick: Dict = None) -> float:
         """
         Calculates bid target between current ask price and last price
         :return: float: Price
@@ -615,7 +615,7 @@ class FreqtradeBot:
 
         return trades_closed
 
-    def get_sell_rate(self, pair: str, refresh: bool = False) -> float:
+    def get_sell_rate(self, pair: str, refresh: bool = True) -> float:
         """
         Get sell rate - either using get-ticker bid or first bid based on orderbook
         The orderbook portion is only used for rpc messaging, which would otherwise fail

From 5f4c209fca844f6ea66f7302c22a64d7375812db Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Tue, 11 Feb 2020 16:14:49 +0100
Subject: [PATCH 0476/1106] fixed one more occurence of executed buy, and test

---
 freqtrade/freqtradebot.py  | 2 +-
 tests/test_freqtradebot.py | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index c04e3077e..0d1105b2f 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -419,7 +419,7 @@ class FreqtradeBot:
                 else:
                     return False
 
-            logger.info(f'Executed Buy for {pair}')
+            logger.info(f'Executing Buy for {pair}')
             return self.execute_buy(pair, stake_amount)
         else:
             return False
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 429d3599d..18cd81aed 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -300,7 +300,7 @@ def test_edge_overrides_stoploss(limit_buy_order, fee, caplog, mocker, edge_conf
 
     # stoploss shoud be hit
     assert freqtrade.handle_trade(trade) is True
-    assert log_has('Executed Sell for NEO/BTC. Reason: SellType.STOP_LOSS', caplog)
+    assert log_has('Executing Sell for NEO/BTC. Reason: SellType.STOP_LOSS', caplog)
     assert trade.sell_reason == SellType.STOP_LOSS.value
 
 

From cde1b2b56c7fa6285af72ec3d1758968f4d9b88d Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Tue, 11 Feb 2020 16:28:48 +0100
Subject: [PATCH 0477/1106] readded rpc status message for partial buys

---
 freqtrade/freqtradebot.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 0d1105b2f..ffd951ee2 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -906,6 +906,10 @@ class FreqtradeBot:
 
         trade.open_order_id = None
         logger.info('Partial buy order timeout for %s.', trade)
+        self.rpc.send_msg({
+            'type': RPCMessageType.STATUS_NOTIFICATION,
+            'status': f'Remaining buy order for {trade.pair} cancelled due to timeout'
+        })
         return False
 
     def handle_timedout_limit_sell(self, trade: Trade, order: Dict) -> bool:

From 899de8b27c3f35273f090534b0bb2a9d131270f6 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Tue, 11 Feb 2020 16:50:18 +0100
Subject: [PATCH 0478/1106] modified tests for double partial call

---
 tests/test_freqtradebot.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 18cd81aed..c0af1f015 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2067,7 +2067,7 @@ def test_check_handle_timedout_partial(default_conf, ticker, limit_buy_order_old
     # note this is for a partially-complete buy order
     freqtrade.check_handle_timedout()
     assert cancel_order_mock.call_count == 1
-    assert rpc_mock.call_count == 1
+    assert rpc_mock.call_count == 2
     trades = Trade.query.filter(Trade.open_order_id.is_(open_trade.open_order_id)).all()
     assert len(trades) == 1
     assert trades[0].amount == 23.0
@@ -2101,7 +2101,7 @@ def test_check_handle_timedout_partial_fee(default_conf, ticker, open_trade, cap
     assert log_has_re(r"Applying fee on amount for Trade.* Order", caplog)
 
     assert cancel_order_mock.call_count == 1
-    assert rpc_mock.call_count == 1
+    assert rpc_mock.call_count == 2
     trades = Trade.query.filter(Trade.open_order_id.is_(open_trade.open_order_id)).all()
     assert len(trades) == 1
     # Verify that tradehas been updated
@@ -2140,7 +2140,7 @@ def test_check_handle_timedout_partial_except(default_conf, ticker, open_trade,
     assert log_has_re(r"Could not update trade amount: .*", caplog)
 
     assert cancel_order_mock.call_count == 1
-    assert rpc_mock.call_count == 1
+    assert rpc_mock.call_count == 2
     trades = Trade.query.filter(Trade.open_order_id.is_(open_trade.open_order_id)).all()
     assert len(trades) == 1
     # Verify that tradehas been updated

From d1c3eabb870fe5a5f2357086459b1a2ca06faaa9 Mon Sep 17 00:00:00 2001
From: Fredrik Rydin <gorby@gorby.dockdns.org>
Date: Tue, 11 Feb 2020 18:08:30 +0100
Subject: [PATCH 0479/1106] Changed commands to use "check_int_positive"

---
 freqtrade/commands/cli_options.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index f9351c207..c3b79ae3a 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -401,13 +401,13 @@ AVAILABLE_CLI_OPTIONS = {
     "hyperopt_list_min_trades": Arg(
         '--min-trades',
         help='Select epochs with more than INT trades.',
-        type=check_int_nonzero,
+        type=check_int_positive,
         metavar='INT',
     ),
     "hyperopt_list_max_trades": Arg(
         '--max-trades',
         help='Select epochs with less than INT trades.',
-        type=check_int_nonzero,
+        type=check_int_positive,
         metavar='INT',
     ),
     "hyperopt_list_min_avg_time": Arg(

From c35fe2c386ae84a128e817be79c901a5345538c9 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 11 Feb 2020 19:29:43 +0100
Subject: [PATCH 0480/1106] Add link to quick-start-guide

---
 docs/docker.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/docker.md b/docs/docker.md
index 6267c0cf2..cd24994bc 100644
--- a/docs/docker.md
+++ b/docs/docker.md
@@ -8,7 +8,7 @@ Start by downloading and installing Docker CE for your platform:
 * [Windows](https://docs.docker.com/docker-for-windows/install/)
 * [Linux](https://docs.docker.com/install/)
 
-Optionally, [docker-compose](https://docs.docker.com/compose/install/) should be installed and available to follow the docker quick start guide.
+Optionally, [docker-compose](https://docs.docker.com/compose/install/) should be installed and available to follow the [docker quick start guide](#docker-quick-start).
 
 Once you have Docker installed, simply prepare the config file (e.g. `config.json`) and run the image for `freqtrade` as explained below.
 

From 7be9f0067e63f7a889e10c096b1f3fd36cbedf81 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 11 Feb 2020 20:45:53 +0100
Subject: [PATCH 0481/1106] Update data-analysis documentation to properly
 initialize configuration

---
 docs/strategy_analysis_example.md             | 27 +++++++++----------
 .../templates/strategy_analysis_example.ipynb | 27 +++++++++----------
 2 files changed, 26 insertions(+), 28 deletions(-)

diff --git a/docs/strategy_analysis_example.md b/docs/strategy_analysis_example.md
index cc6b9805f..2d77edaed 100644
--- a/docs/strategy_analysis_example.md
+++ b/docs/strategy_analysis_example.md
@@ -7,18 +7,19 @@ Debugging a strategy can be time-consuming. FreqTrade offers helper functions to
 
 ```python
 from pathlib import Path
+from freqtrade.configuration import Configuration
+
 # Customize these according to your needs.
 
+# Initialize empty configuration object
+config = Configuration.from_files([])
+# Optionally, Use existing configuration file
+# config = Configuration.from_files(["config.json"])
+
 # Define some constants
-timeframe = "5m"
+config["ticker_interval"] = "5m"
 # Name of the strategy class
-strategy_name = 'SampleStrategy'
-# Path to user data
-user_data_dir = Path('user_data')
-# Location of the strategy
-strategy_location = user_data_dir / 'strategies'
-# Location of the data
-data_location = Path(user_data_dir, 'data', 'binance')
+config["strategy"] = "SampleStrategy"
 # Pair to analyze - Only use one pair here
 pair = "BTC_USDT"
 ```
@@ -28,8 +29,8 @@ pair = "BTC_USDT"
 # Load data using values set above
 from freqtrade.data.history import load_pair_history
 
-candles = load_pair_history(datadir=data_location,
-                            timeframe=timeframe,
+candles = load_pair_history(datadir=config["data_dir"],
+                            timeframe=config["ticker_interval"],
                             pair=pair)
 
 # Confirm success
@@ -44,9 +45,7 @@ candles.head()
 ```python
 # Load strategy using values set above
 from freqtrade.resolvers import StrategyResolver
-strategy = StrategyResolver.load_strategy({'strategy': strategy_name,
-                                          'user_data_dir': user_data_dir,
-                                          'strategy_path': strategy_location})
+strategy = StrategyResolver.load_strategy(config)
 
 # Generate buy/sell signals using strategy
 df = strategy.analyze_ticker(candles, {'pair': pair})
@@ -86,7 +85,7 @@ Analyze a trades dataframe (also used below for plotting)
 from freqtrade.data.btanalysis import load_backtest_data
 
 # Load backtest results
-trades = load_backtest_data(user_data_dir / "backtest_results/backtest-result.json")
+trades = load_backtest_data(config["user_data_dir"] / "backtest_results/backtest-result.json")
 
 # Show value-counts per pair
 trades.groupby("pair")["sell_reason"].value_counts()
diff --git a/freqtrade/templates/strategy_analysis_example.ipynb b/freqtrade/templates/strategy_analysis_example.ipynb
index eea8fb85f..06fc3f557 100644
--- a/freqtrade/templates/strategy_analysis_example.ipynb
+++ b/freqtrade/templates/strategy_analysis_example.ipynb
@@ -23,18 +23,19 @@
    "outputs": [],
    "source": [
     "from pathlib import Path\n",
+    "from freqtrade.configuration import Configuration\n",
+    "\n",
     "# Customize these according to your needs.\n",
     "\n",
+    "# Initialize empty configuration object\n",
+    "config = Configuration.from_files([])\n",
+    "# Optionally, Use existing configuration file\n",
+    "# config = Configuration.from_files([\"config.json\"])\n",
+    "\n",
     "# Define some constants\n",
-    "timeframe = \"5m\"\n",
+    "config[\"ticker_interval\"] = \"5m\"\n",
     "# Name of the strategy class\n",
-    "strategy_name = 'SampleStrategy'\n",
-    "# Path to user data\n",
-    "user_data_dir = Path('user_data')\n",
-    "# Location of the strategy\n",
-    "strategy_location = user_data_dir / 'strategies'\n",
-    "# Location of the data\n",
-    "data_location = Path(user_data_dir, 'data', 'binance')\n",
+    "config[\"strategy\"] = \"SampleStrategy\"\n",
     "# Pair to analyze - Only use one pair here\n",
     "pair = \"BTC_USDT\""
    ]
@@ -48,8 +49,8 @@
     "# Load data using values set above\n",
     "from freqtrade.data.history import load_pair_history\n",
     "\n",
-    "candles = load_pair_history(datadir=data_location,\n",
-    "                            timeframe=timeframe,\n",
+    "candles = load_pair_history(datadir=config[\"data_dir\"],\n",
+    "                            timeframe=config[\"ticker_interval\"],\n",
     "                            pair=pair)\n",
     "\n",
     "# Confirm success\n",
@@ -73,9 +74,7 @@
    "source": [
     "# Load strategy using values set above\n",
     "from freqtrade.resolvers import StrategyResolver\n",
-    "strategy = StrategyResolver.load_strategy({'strategy': strategy_name,\n",
-    "                                          'user_data_dir': user_data_dir,\n",
-    "                                          'strategy_path': strategy_location})\n",
+    "strategy = StrategyResolver.load_strategy(config)\n",
     "\n",
     "# Generate buy/sell signals using strategy\n",
     "df = strategy.analyze_ticker(candles, {'pair': pair})\n",
@@ -137,7 +136,7 @@
     "from freqtrade.data.btanalysis import load_backtest_data\n",
     "\n",
     "# Load backtest results\n",
-    "trades = load_backtest_data(user_data_dir / \"backtest_results/backtest-result.json\")\n",
+    "trades = load_backtest_data(config[\"user_data_dir\"] / \"backtest_results/backtest-result.json\")\n",
     "\n",
     "# Show value-counts per pair\n",
     "trades.groupby(\"pair\")[\"sell_reason\"].value_counts()"

From 539343b20d7304e3f746c3ac7868bb584f3e1539 Mon Sep 17 00:00:00 2001
From: Fredrik Rydin <gorby@gorby.dockdns.org>
Date: Tue, 11 Feb 2020 21:29:55 +0100
Subject: [PATCH 0482/1106] Adding 2 more filter options for completeness

---
 docs/utils.md                            |  8 ++++++-
 freqtrade/commands/arguments.py          |  3 ++-
 freqtrade/commands/cli_options.py        | 12 ++++++++++
 freqtrade/commands/hyperopt_commands.py  | 21 ++++++++++++++++--
 freqtrade/configuration/configuration.py |  6 +++++
 tests/commands/test_commands.py          | 28 ++++++++++++++++++++++++
 6 files changed, 74 insertions(+), 4 deletions(-)

diff --git a/docs/utils.md b/docs/utils.md
index 91dd6eae0..abb7fd0db 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -416,7 +416,9 @@ usage: freqtrade hyperopt-list [-h] [-v] [--logfile FILE] [-V] [-c PATH]
                                [--profitable] [--min-trades INT]
                                [--max-trades INT] [--min-avg-time FLOAT]
                                [--max-avg-time FLOAT] [--min-avg-profit FLOAT]
-                               [--min-total-profit FLOAT] [--no-color]
+                               [--max-avg-profit FLOAT]
+                               [--min-total-profit FLOAT]
+                               [--max-total-profit FLOAT] [--no-color]
                                [--print-json] [--no-details]
 
 optional arguments:
@@ -429,8 +431,12 @@ optional arguments:
   --max-avg-time FLOAT  Select epochs on under average time.
   --min-avg-profit FLOAT
                         Select epochs on above average profit.
+  --max-avg-profit FLOAT
+                        Select epochs on below average profit.
   --min-total-profit FLOAT
                         Select epochs on above total profit.
+  --max-total-profit FLOAT
+                        Select epochs on below total profit.
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
   --print-json          Print best result detailization in JSON format.
diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 1b2c4482e..fe6f49039 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -64,7 +64,8 @@ ARGS_PLOT_PROFIT = ["pairs", "timerange", "export", "exportfilename", "db_url",
 ARGS_HYPEROPT_LIST = ["hyperopt_list_best", "hyperopt_list_profitable",
                       "hyperopt_list_min_trades", "hyperopt_list_max_trades",
                       "hyperopt_list_min_avg_time", "hyperopt_list_max_avg_time",
-                      "hyperopt_list_min_avg_profit", "hyperopt_list_min_total_profit",
+                      "hyperopt_list_min_avg_profit", "hyperopt_list_max_avg_profit",
+                      "hyperopt_list_min_total_profit", "hyperopt_list_max_total_profit",
                       "print_colorized", "print_json", "hyperopt_list_no_details"]
 
 ARGS_HYPEROPT_SHOW = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperopt_show_index",
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index c3b79ae3a..1776955b1 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -428,12 +428,24 @@ AVAILABLE_CLI_OPTIONS = {
         type=float,
         metavar='FLOAT',
     ),
+    "hyperopt_list_max_avg_profit": Arg(
+        '--max-avg-profit',
+        help='Select epochs on below average profit.',
+        type=float,
+        metavar='FLOAT',
+    ),
     "hyperopt_list_min_total_profit": Arg(
         '--min-total-profit',
         help='Select epochs on above total profit.',
         type=float,
         metavar='FLOAT',
     ),
+    "hyperopt_list_max_total_profit": Arg(
+        '--max-total-profit',
+        help='Select epochs on below total profit.',
+        type=float,
+        metavar='FLOAT',
+    ),
     "hyperopt_list_no_details": Arg(
         '--no-details',
         help='Do not print best epoch details.',
diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index c3baf2406..8c1c80d98 100755
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -32,7 +32,9 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
         'filter_min_avg_time': config.get('hyperopt_list_min_avg_time', None),
         'filter_max_avg_time': config.get('hyperopt_list_max_avg_time', None),
         'filter_min_avg_profit': config.get('hyperopt_list_min_avg_profit', None),
-        'filter_min_total_profit': config.get('hyperopt_list_min_total_profit', None)
+        'filter_max_avg_profit': config.get('hyperopt_list_max_avg_profit', None),
+        'filter_min_total_profit': config.get('hyperopt_list_min_total_profit', None),
+        'filter_max_total_profit': config.get('hyperopt_list_max_total_profit', None)
     }
 
     trials_file = (config['user_data_dir'] /
@@ -81,7 +83,9 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
         'filter_min_avg_time': config.get('hyperopt_list_min_avg_time', None),
         'filter_max_avg_time': config.get('hyperopt_list_max_avg_time', None),
         'filter_min_avg_profit': config.get('hyperopt_list_min_avg_profit', None),
-        'filter_min_total_profit': config.get('hyperopt_list_min_total_profit', None)
+        'filter_max_avg_profit': config.get('hyperopt_list_max_avg_profit', None),
+        'filter_min_total_profit': config.get('hyperopt_list_min_total_profit', None),
+        'filter_max_total_profit': config.get('hyperopt_list_max_total_profit', None)
     }
     no_header = config.get('hyperopt_show_no_header', False)
 
@@ -152,12 +156,25 @@ def _hyperopt_filter_trials(trials: List, filteroptions: dict) -> List:
                     if x['results_metrics']['avg_profit']
                     > filteroptions['filter_min_avg_profit']
                  ]
+    if filteroptions['filter_max_avg_profit'] is not None:
+        trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
+        trials = [
+                    x for x in trials
+                    if x['results_metrics']['avg_profit']
+                    < filteroptions['filter_max_avg_profit']
+                 ]
     if filteroptions['filter_min_total_profit'] is not None:
         trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
         trials = [
                     x for x in trials
                     if x['results_metrics']['profit'] > filteroptions['filter_min_total_profit']
                  ]
+    if filteroptions['filter_max_total_profit'] is not None:
+        trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
+        trials = [
+                    x for x in trials
+                    if x['results_metrics']['profit'] < filteroptions['filter_max_total_profit']
+                 ]
 
     logger.info(f"{len(trials)} " +
                 ("best " if filteroptions['only_best'] else "") +
diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index 41f24e55c..c2613ba99 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -325,9 +325,15 @@ class Configuration:
         self._args_to_config(config, argname='hyperopt_list_min_avg_profit',
                              logstring='Parameter --min-avg-profit detected: {}')
 
+        self._args_to_config(config, argname='hyperopt_list_max_avg_profit',
+                             logstring='Parameter --max-avg-profit detected: {}')
+
         self._args_to_config(config, argname='hyperopt_list_min_total_profit',
                              logstring='Parameter --min-total-profit detected: {}')
 
+        self._args_to_config(config, argname='hyperopt_list_max_total_profit',
+                             logstring='Parameter --max-total-profit detected: {}')
+
         self._args_to_config(config, argname='hyperopt_list_no_details',
                              logstring='Parameter --no-details detected: {}')
 
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index e02a721a4..ee1db5db5 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -822,6 +822,20 @@ def test_hyperopt_list(mocker, capsys, hyperopt_results):
     assert all(x not in captured.out
                for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12", " 8/12", " 9/12",
                          " 10/12", " 11/12", " 12/12"])
+    args = [
+        "hyperopt-list",
+        "--no-details",
+        "--max-avg-profit", "0.10"
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_hyperopt_list(pargs)
+    captured = capsys.readouterr()
+    assert all(x in captured.out
+               for x in [" 1/12", " 3/12", " 5/12", " 6/12", " 7/12", " 8/12", " 9/12",
+                         " 11/12"])
+    assert all(x not in captured.out
+               for x in [" 2/12", " 4/12", " 10/12", " 12/12"])
     args = [
         "hyperopt-list",
         "--no-details",
@@ -836,6 +850,20 @@ def test_hyperopt_list(mocker, capsys, hyperopt_results):
     assert all(x not in captured.out
                for x in [" 1/12", " 2/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12", " 8/12",
                          " 9/12", " 11/12", " 12/12"])
+    args = [
+        "hyperopt-list",
+        "--no-details",
+        "--max-total-profit", "0.4"
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_hyperopt_list(pargs)
+    captured = capsys.readouterr()
+    assert all(x in captured.out
+               for x in [" 1/12", " 2/12", " 3/12", " 5/12", " 6/12", " 7/12", " 8/12",
+                         " 9/12", " 11/12"])
+    assert all(x not in captured.out
+               for x in [" 4/12", " 10/12", " 12/12"])
     args = [
         "hyperopt-list",
         "--profitable",

From 4f3376e2a189618f649e8f5d91d3ae753b1ae730 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Wed, 12 Feb 2020 01:39:15 +0300
Subject: [PATCH 0483/1106] Do not instantiate directly DefaultStrategy in
 tests

---
 tests/data/test_history.py         | 14 ++++++++++----
 tests/optimize/test_backtesting.py |  6 ++++--
 tests/strategy/test_interface.py   | 18 ++++++++++++------
 tests/test_plotting.py             | 14 +++++++++-----
 4 files changed, 35 insertions(+), 17 deletions(-)

diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 15f507b90..cf0901587 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -24,7 +24,7 @@ from freqtrade.data.history import (_download_pair_history,
                                     validate_backtest_data)
 from freqtrade.exchange import timeframe_to_minutes
 from freqtrade.misc import file_dump_json
-from freqtrade.strategy.default_strategy import DefaultStrategy
+from freqtrade.resolvers import StrategyResolver
 from tests.conftest import (get_patched_exchange, log_has, log_has_re,
                             patch_exchange)
 
@@ -509,7 +509,9 @@ def test_file_dump_json_tofile(testdatadir) -> None:
 
 def test_get_timerange(default_conf, mocker, testdatadir) -> None:
     patch_exchange(mocker)
-    strategy = DefaultStrategy(default_conf)
+
+    default_conf.update({'strategy': 'DefaultStrategy'})
+    strategy = StrategyResolver.load_strategy(default_conf)
 
     data = strategy.tickerdata_to_dataframe(
         load_data(
@@ -525,7 +527,9 @@ def test_get_timerange(default_conf, mocker, testdatadir) -> None:
 
 def test_validate_backtest_data_warn(default_conf, mocker, caplog, testdatadir) -> None:
     patch_exchange(mocker)
-    strategy = DefaultStrategy(default_conf)
+
+    default_conf.update({'strategy': 'DefaultStrategy'})
+    strategy = StrategyResolver.load_strategy(default_conf)
 
     data = strategy.tickerdata_to_dataframe(
         load_data(
@@ -547,7 +551,9 @@ def test_validate_backtest_data_warn(default_conf, mocker, caplog, testdatadir)
 
 def test_validate_backtest_data(default_conf, mocker, caplog, testdatadir) -> None:
     patch_exchange(mocker)
-    strategy = DefaultStrategy(default_conf)
+
+    default_conf.update({'strategy': 'DefaultStrategy'})
+    strategy = StrategyResolver.load_strategy(default_conf)
 
     timerange = TimeRange('index', 'index', 200, 250)
     data = strategy.tickerdata_to_dataframe(
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index ec85c8030..bba15c156 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -20,8 +20,8 @@ from freqtrade.data.dataprovider import DataProvider
 from freqtrade.data.history import get_timerange
 from freqtrade.exceptions import DependencyException, OperationalException
 from freqtrade.optimize.backtesting import Backtesting
+from freqtrade.resolvers import StrategyResolver
 from freqtrade.state import RunMode
-from freqtrade.strategy.default_strategy import DefaultStrategy
 from freqtrade.strategy.interface import SellType
 from tests.conftest import (get_args, log_has, log_has_re, patch_exchange,
                             patched_configuration_load_config_file)
@@ -350,7 +350,9 @@ def test_tickerdata_to_dataframe_bt(default_conf, mocker, testdatadir) -> None:
     assert len(data['UNITTEST/BTC']) == 102
 
     # Load strategy to compare the result between Backtesting function and strategy are the same
-    strategy = DefaultStrategy(default_conf)
+    default_conf.update({'strategy': 'DefaultStrategy'})
+    strategy = StrategyResolver.load_strategy(default_conf)
+
     data2 = strategy.tickerdata_to_dataframe(tickerlist)
     assert data['UNITTEST/BTC'].equals(data2['UNITTEST/BTC'])
 
diff --git a/tests/strategy/test_interface.py b/tests/strategy/test_interface.py
index 89c38bda1..a28519383 100644
--- a/tests/strategy/test_interface.py
+++ b/tests/strategy/test_interface.py
@@ -10,8 +10,9 @@ from freqtrade.configuration import TimeRange
 from freqtrade.data.converter import parse_ticker_dataframe
 from freqtrade.data.history import load_tickerdata_file
 from freqtrade.persistence import Trade
-from tests.conftest import get_patched_exchange, log_has
+from freqtrade.resolvers import StrategyResolver
 from freqtrade.strategy.default_strategy import DefaultStrategy
+from tests.conftest import get_patched_exchange, log_has
 
 # Avoid to reinit the same object again and again
 _STRATEGY = DefaultStrategy(config={})
@@ -104,7 +105,8 @@ def test_get_signal_handles_exceptions(mocker, default_conf):
 
 
 def test_tickerdata_to_dataframe(default_conf, testdatadir) -> None:
-    strategy = DefaultStrategy(default_conf)
+    default_conf.update({'strategy': 'DefaultStrategy'})
+    strategy = StrategyResolver.load_strategy(default_conf)
 
     timerange = TimeRange.parse_timerange('1510694220-1510700340')
     tick = load_tickerdata_file(testdatadir, 'UNITTEST/BTC', '1m', timerange=timerange)
@@ -120,7 +122,8 @@ def test_min_roi_reached(default_conf, fee) -> None:
     min_roi_list = [{20: 0.05, 55: 0.01, 0: 0.1},
                     {0: 0.1, 20: 0.05, 55: 0.01}]
     for roi in min_roi_list:
-        strategy = DefaultStrategy(default_conf)
+        default_conf.update({'strategy': 'DefaultStrategy'})
+        strategy = StrategyResolver.load_strategy(default_conf)
         strategy.minimal_roi = roi
         trade = Trade(
             pair='ETH/BTC',
@@ -158,7 +161,8 @@ def test_min_roi_reached2(default_conf, fee) -> None:
                      },
                     ]
     for roi in min_roi_list:
-        strategy = DefaultStrategy(default_conf)
+        default_conf.update({'strategy': 'DefaultStrategy'})
+        strategy = StrategyResolver.load_strategy(default_conf)
         strategy.minimal_roi = roi
         trade = Trade(
             pair='ETH/BTC',
@@ -192,7 +196,8 @@ def test_min_roi_reached3(default_conf, fee) -> None:
                30: 0.05,
                55: 0.30,
                }
-    strategy = DefaultStrategy(default_conf)
+    default_conf.update({'strategy': 'DefaultStrategy'})
+    strategy = StrategyResolver.load_strategy(default_conf)
     strategy.minimal_roi = min_roi
     trade = Trade(
             pair='ETH/BTC',
@@ -292,7 +297,8 @@ def test__analyze_ticker_internal_skip_analyze(ticker_history, mocker, caplog) -
 
 
 def test_is_pair_locked(default_conf):
-    strategy = DefaultStrategy(default_conf)
+    default_conf.update({'strategy': 'DefaultStrategy'})
+    strategy = StrategyResolver.load_strategy(default_conf)
     # dict should be empty
     assert not strategy._pair_locked_until
 
diff --git a/tests/test_plotting.py b/tests/test_plotting.py
index e7ec4ce46..34d1f2b0c 100644
--- a/tests/test_plotting.py
+++ b/tests/test_plotting.py
@@ -19,7 +19,7 @@ from freqtrade.plot.plotting import (add_indicators, add_profit,
                                      generate_profit_graph, init_plotscript,
                                      load_and_plot_trades, plot_profit,
                                      plot_trades, store_plot_file)
-from freqtrade.strategy.default_strategy import DefaultStrategy
+from freqtrade.resolvers import StrategyResolver
 from tests.conftest import get_args, log_has, log_has_re
 
 
@@ -70,9 +70,11 @@ def test_add_indicators(default_conf, testdatadir, caplog):
     indicators1 = {"ema10": {}}
     indicators2 = {"macd": {"color": "red"}}
 
+    default_conf.update({'strategy': 'DefaultStrategy'})
+    strategy = StrategyResolver.load_strategy(default_conf)
+
     # Generate buy/sell signals and indicators
-    strat = DefaultStrategy(default_conf)
-    data = strat.analyze_ticker(data, {'pair': pair})
+    data = strategy.analyze_ticker(data, {'pair': pair})
     fig = generate_empty_figure()
 
     # Row 1
@@ -181,9 +183,11 @@ def test_generate_candlestick_graph_no_trades(default_conf, mocker, testdatadir)
     data = history.load_pair_history(pair=pair, timeframe='1m',
                                      datadir=testdatadir, timerange=timerange)
 
+    default_conf.update({'strategy': 'DefaultStrategy'})
+    strategy = StrategyResolver.load_strategy(default_conf)
+
     # Generate buy/sell signals and indicators
-    strat = DefaultStrategy(default_conf)
-    data = strat.analyze_ticker(data, {'pair': pair})
+    data = strategy.analyze_ticker(data, {'pair': pair})
 
     indicators1 = []
     indicators2 = []

From d6b9397579c2d4542bf5742a9ac7aa7f68a56f08 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 12 Feb 2020 06:40:13 +0100
Subject: [PATCH 0484/1106] Fix typo in datadir key

---
 docs/strategy_analysis_example.md                   | 4 ++--
 freqtrade/templates/strategy_analysis_example.ipynb | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/docs/strategy_analysis_example.md b/docs/strategy_analysis_example.md
index 2d77edaed..10ae73450 100644
--- a/docs/strategy_analysis_example.md
+++ b/docs/strategy_analysis_example.md
@@ -13,7 +13,7 @@ from freqtrade.configuration import Configuration
 
 # Initialize empty configuration object
 config = Configuration.from_files([])
-# Optionally, Use existing configuration file
+# Optionally, use existing configuration file
 # config = Configuration.from_files(["config.json"])
 
 # Define some constants
@@ -29,7 +29,7 @@ pair = "BTC_USDT"
 # Load data using values set above
 from freqtrade.data.history import load_pair_history
 
-candles = load_pair_history(datadir=config["data_dir"],
+candles = load_pair_history(datadir=config["datadir"],
                             timeframe=config["ticker_interval"],
                             pair=pair)
 
diff --git a/freqtrade/templates/strategy_analysis_example.ipynb b/freqtrade/templates/strategy_analysis_example.ipynb
index 06fc3f557..4541f5ed5 100644
--- a/freqtrade/templates/strategy_analysis_example.ipynb
+++ b/freqtrade/templates/strategy_analysis_example.ipynb
@@ -29,7 +29,7 @@
     "\n",
     "# Initialize empty configuration object\n",
     "config = Configuration.from_files([])\n",
-    "# Optionally, Use existing configuration file\n",
+    "# Optionally, use existing configuration file\n",
     "# config = Configuration.from_files([\"config.json\"])\n",
     "\n",
     "# Define some constants\n",
@@ -49,7 +49,7 @@
     "# Load data using values set above\n",
     "from freqtrade.data.history import load_pair_history\n",
     "\n",
-    "candles = load_pair_history(datadir=config[\"data_dir\"],\n",
+    "candles = load_pair_history(datadir=config[\"datadir\"],\n",
     "                            timeframe=config[\"ticker_interval\"],\n",
     "                            pair=pair)\n",
     "\n",

From 483cba453a3f9961ed6905b780de1a72881bdd20 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 12 Feb 2020 19:58:23 +0100
Subject: [PATCH 0485/1106] Fix last occurence of data_location

---
 docs/strategy_analysis_example.md                   | 2 +-
 freqtrade/templates/strategy_analysis_example.ipynb | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/strategy_analysis_example.md b/docs/strategy_analysis_example.md
index 10ae73450..97a555e9e 100644
--- a/docs/strategy_analysis_example.md
+++ b/docs/strategy_analysis_example.md
@@ -34,7 +34,7 @@ candles = load_pair_history(datadir=config["datadir"],
                             pair=pair)
 
 # Confirm success
-print("Loaded " + str(len(candles)) + f" rows of data for {pair} from {data_location}")
+print("Loaded " + str(len(candles)) + f" rows of data for {pair} from {config['datadir']}")
 candles.head()
 ```
 
diff --git a/freqtrade/templates/strategy_analysis_example.ipynb b/freqtrade/templates/strategy_analysis_example.ipynb
index 4541f5ed5..4b904e100 100644
--- a/freqtrade/templates/strategy_analysis_example.ipynb
+++ b/freqtrade/templates/strategy_analysis_example.ipynb
@@ -54,7 +54,7 @@
     "                            pair=pair)\n",
     "\n",
     "# Confirm success\n",
-    "print(\"Loaded \" + str(len(candles)) + f\" rows of data for {pair} from {data_location}\")\n",
+    "print(\"Loaded \" + str(len(candles)) + f\" rows of data for {pair} from {config['datadir']}\")\n",
     "candles.head()"
    ]
   },

From 2efa1c164fa4c1b0f5bab1775fba7b0c496ef299 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 12 Feb 2020 21:43:43 +0100
Subject: [PATCH 0486/1106] Revert data-location section

---
 docs/strategy_analysis_example.md                   | 6 ++++--
 freqtrade/templates/strategy_analysis_example.ipynb | 6 ++++--
 2 files changed, 8 insertions(+), 4 deletions(-)

diff --git a/docs/strategy_analysis_example.md b/docs/strategy_analysis_example.md
index 97a555e9e..93e84122b 100644
--- a/docs/strategy_analysis_example.md
+++ b/docs/strategy_analysis_example.md
@@ -20,6 +20,8 @@ config = Configuration.from_files([])
 config["ticker_interval"] = "5m"
 # Name of the strategy class
 config["strategy"] = "SampleStrategy"
+# Location of the data
+data_location = Path(config['user_data_dir'], 'data', 'binance')
 # Pair to analyze - Only use one pair here
 pair = "BTC_USDT"
 ```
@@ -29,12 +31,12 @@ pair = "BTC_USDT"
 # Load data using values set above
 from freqtrade.data.history import load_pair_history
 
-candles = load_pair_history(datadir=config["datadir"],
+candles = load_pair_history(datadir=data_location,
                             timeframe=config["ticker_interval"],
                             pair=pair)
 
 # Confirm success
-print("Loaded " + str(len(candles)) + f" rows of data for {pair} from {config['datadir']}")
+print("Loaded " + str(len(candles)) + f" rows of data for {pair} from {data_location}")
 candles.head()
 ```
 
diff --git a/freqtrade/templates/strategy_analysis_example.ipynb b/freqtrade/templates/strategy_analysis_example.ipynb
index 4b904e100..91e132380 100644
--- a/freqtrade/templates/strategy_analysis_example.ipynb
+++ b/freqtrade/templates/strategy_analysis_example.ipynb
@@ -36,6 +36,8 @@
     "config[\"ticker_interval\"] = \"5m\"\n",
     "# Name of the strategy class\n",
     "config[\"strategy\"] = \"SampleStrategy\"\n",
+    "# Location of the data\n",
+    "data_location = Path(config['user_data_dir'], 'data', 'binance')\n",
     "# Pair to analyze - Only use one pair here\n",
     "pair = \"BTC_USDT\""
    ]
@@ -49,12 +51,12 @@
     "# Load data using values set above\n",
     "from freqtrade.data.history import load_pair_history\n",
     "\n",
-    "candles = load_pair_history(datadir=config[\"datadir\"],\n",
+    "candles = load_pair_history(datadir=data_location,\n",
     "                            timeframe=config[\"ticker_interval\"],\n",
     "                            pair=pair)\n",
     "\n",
     "# Confirm success\n",
-    "print(\"Loaded \" + str(len(candles)) + f\" rows of data for {pair} from {config['datadir']}\")\n",
+    "print(\"Loaded \" + str(len(candles)) + f\" rows of data for {pair} from {data_location}\")\n",
     "candles.head()"
    ]
   },

From 47874a452787360b610ab0f3d038de6e53cc5d53 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Wed, 12 Feb 2020 21:45:55 +0100
Subject: [PATCH 0487/1106] added logic to differentiate sell orders with
 double asterisk

---
 docs/telegram-usage.md    | 2 +-
 freqtrade/rpc/rpc.py      | 3 ++-
 freqtrade/rpc/telegram.py | 2 ++
 3 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/docs/telegram-usage.md b/docs/telegram-usage.md
index c8ded4af5..f683ae8da 100644
--- a/docs/telegram-usage.md
+++ b/docs/telegram-usage.md
@@ -55,7 +55,7 @@ official commands. You can ask at any moment for help with `/help`.
 | `/reload_conf` | | Reloads the configuration file
 | `/show_config` | | Shows part of the current configuration with relevant settings to operation
 | `/status` | | Lists all open trades
-| `/status table` | | List all open trades in a table format. Pending buy orders are marked with an asterisk (*)
+| `/status table` | | List all open trades in a table format. Pending buy orders are marked with an asterisk (*) Pending sell orders are marked with a double asterisk (**)
 | `/count` | | Displays number of trades used and available
 | `/profit` | | Display a summary of your profit/loss from close trades and some stats about your performance
 | `/forcesell <trade_id>` | | Instantly sells the given trade  (Ignoring `minimum_roi`).
diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 07631f258..c182aad2b 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -169,7 +169,8 @@ class RPC:
                 trades_list.append([
                     trade.id,
                     trade.pair + '*' if (trade.open_order_id is not None
-                                         and trade.close_rate_requested is None) else '',
+                                         and trade.close_rate_requested is None) else ''
+                               + '**' if (trade.close_rate_requested is not None) else '',
                     shorten_date(arrow.get(trade.open_date).humanize(only_distance=True)),
                     profit_str
                 ])
diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py
index e3d4f54e7..d4ed5b189 100644
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@@ -561,6 +561,8 @@ class Telegram(RPC):
                   "*/stop:* `Stops the trader`\n" \
                   "*/status [table]:* `Lists all open trades`\n" \
                   "         *table :* `will display trades in a table`\n" \
+                  "                   pending buy orders are marked with an asterisk (*)\n"
+                  "                   pending sell orders are marked with a double asterisk (**)\n" \
                   "*/profit:* `Lists cumulative profit from all finished trades`\n" \
                   "*/forcesell <trade_id>|all:* `Instantly sells the given trade or all trades, " \
                   "regardless of profit`\n" \

From f6db784a859b9a70a320e2c2da12dc47afce678e Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Wed, 12 Feb 2020 21:50:33 +0100
Subject: [PATCH 0488/1106] removed default to refresh argument in get_buy_rate
 and get_sell_rate

---
 freqtrade/freqtradebot.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index ffd951ee2..455396352 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -234,7 +234,7 @@ class FreqtradeBot:
 
         return trades_created
 
-    def get_buy_rate(self, pair: str, refresh: bool = True, tick: Dict = None) -> float:
+    def get_buy_rate(self, pair: str, refresh: bool, tick: Dict = None) -> float:
         """
         Calculates bid target between current ask price and last price
         :return: float: Price
@@ -615,7 +615,7 @@ class FreqtradeBot:
 
         return trades_closed
 
-    def get_sell_rate(self, pair: str, refresh: bool = True) -> float:
+    def get_sell_rate(self, pair: str, refresh: bool) -> float:
         """
         Get sell rate - either using get-ticker bid or first bid based on orderbook
         The orderbook portion is only used for rpc messaging, which would otherwise fail

From 2e3b8cdba758a33abef2ce5f349335ff8194aa8a Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Wed, 12 Feb 2020 21:51:58 +0100
Subject: [PATCH 0489/1106] fixed flake8 issues on /help output

---
 freqtrade/rpc/telegram.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py
index d4ed5b189..5603ab03c 100644
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@@ -561,8 +561,8 @@ class Telegram(RPC):
                   "*/stop:* `Stops the trader`\n" \
                   "*/status [table]:* `Lists all open trades`\n" \
                   "         *table :* `will display trades in a table`\n" \
-                  "                   pending buy orders are marked with an asterisk (*)\n"
-                  "                   pending sell orders are marked with a double asterisk (**)\n" \
+                  "                  pending buy orders are marked with an asterisk (*)\n" \
+                  "                  pending sell orders are marked with a double asterisk (**)\n" \
                   "*/profit:* `Lists cumulative profit from all finished trades`\n" \
                   "*/forcesell <trade_id>|all:* `Instantly sells the given trade or all trades, " \
                   "regardless of profit`\n" \

From f09af888b153794ff135de9acedf493666124e9c Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Wed, 12 Feb 2020 21:55:38 +0100
Subject: [PATCH 0490/1106] modified get_buy/sell_rate refresh to true on
 notify_sell_cancel and notify_buy_cancel

---
 freqtrade/freqtradebot.py | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 455396352..158b631c1 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -566,7 +566,7 @@ class FreqtradeBot:
         """
         Sends rpc notification when a buy cancel occured.
         """
-        current_rate = self.get_buy_rate(trade.pair, False)
+        current_rate = self.get_buy_rate(trade.pair, True)
 
         msg = {
             'type': RPCMessageType.BUY_CANCEL_NOTIFICATION,
@@ -1062,8 +1062,7 @@ class FreqtradeBot:
         """
         profit_rate = trade.close_rate if trade.close_rate else trade.close_rate_requested
         profit_trade = trade.calc_profit(rate=profit_rate)
-        # Use cached ticker here - it was updated seconds ago.
-        current_rate = self.get_sell_rate(trade.pair, False)
+        current_rate = self.get_sell_rate(trade.pair, True)
         profit_percent = trade.calc_profit_ratio(profit_rate)
         gain = "profit" if profit_percent > 0 else "loss"
 

From 007cc94474c5f4bc0970f61b4716b00d8a8b8c92 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Wed, 12 Feb 2020 22:03:56 +0100
Subject: [PATCH 0491/1106] fixed tests to send refresh, since its no longer
 defaulted

---
 tests/test_freqtradebot.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index c0af1f015..5ed4d296c 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -921,7 +921,7 @@ def test_get_buy_rate(mocker, default_conf, ask, last, last_ab, expected) -> Non
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={'ask': ask, 'last': last}))
 
-    assert freqtrade.get_buy_rate('ETH/BTC') == expected
+    assert freqtrade.get_buy_rate('ETH/BTC', True) == expected
 
 
 def test_execute_buy(mocker, default_conf, fee, limit_buy_order) -> None:
@@ -3524,7 +3524,7 @@ def test_order_book_bid_strategy1(mocker, default_conf, order_book_l2) -> None:
     default_conf['telegram']['enabled'] = False
 
     freqtrade = FreqtradeBot(default_conf)
-    assert freqtrade.get_buy_rate('ETH/BTC') == 0.043935
+    assert freqtrade.get_buy_rate('ETH/BTC', True) == 0.043935
     assert ticker_mock.call_count == 0
 
 
@@ -3549,7 +3549,7 @@ def test_order_book_bid_strategy2(mocker, default_conf, order_book_l2) -> None:
 
     freqtrade = FreqtradeBot(default_conf)
     # orderbook shall be used even if tickers would be lower.
-    assert freqtrade.get_buy_rate('ETH/BTC') != 0.042
+    assert freqtrade.get_buy_rate('ETH/BTC', True) != 0.042
     assert ticker_mock.call_count == 0
 
 

From 634bf2b15cf5078a1dba2fbd1ce0915346b30be5 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Thu, 13 Feb 2020 01:44:46 +0300
Subject: [PATCH 0492/1106] Docs: Fix checking of runmode

---
 docs/strategy-customization.md | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index 688647c2b..07833da34 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -346,7 +346,7 @@ if self.dp:
 
 ``` python
 if self.dp:
-    if self.dp.runmode in ('live', 'dry_run'):
+    if self.dp.runmode.value in ('live', 'dry_run'):
         ob = self.dp.orderbook(metadata['pair'], 1)
         dataframe['best_bid'] = ob['bids'][0][0]
         dataframe['best_ask'] = ob['asks'][0][0]
@@ -422,7 +422,7 @@ from freqtrade.persistence import Trade
 The following example queries for the current pair and trades from today, however other filters can easily be added.
 
 ``` python
-if self.config['runmode'] in ('live', 'dry_run'):
+if self.config['runmode'].value in ('live', 'dry_run'):
     trades = Trade.get_trades([Trade.pair == metadata['pair'],
                                Trade.open_date > datetime.utcnow() - timedelta(days=1),
                                Trade.is_open == False,
@@ -434,7 +434,7 @@ if self.config['runmode'] in ('live', 'dry_run'):
 Get amount of stake_currency currently invested in Trades:
 
 ``` python
-if self.config['runmode'] in ('live', 'dry_run'):
+if self.config['runmode'].value in ('live', 'dry_run'):
     total_stakes = Trade.total_open_trades_stakes()
 ```
 
@@ -442,7 +442,7 @@ Retrieve performance per pair.
 Returns a List of dicts per pair.
 
 ``` python
-if self.config['runmode'] in ('live', 'dry_run'):
+if self.config['runmode'].value in ('live', 'dry_run'):
     performance = Trade.get_overall_performance()
 ```
 
@@ -487,7 +487,7 @@ from datetime import timedelta, datetime, timezone
 # --------
 
 # Within populate indicators (or populate_buy):
-if self.config['runmode'] in ('live', 'dry_run'):
+if self.config['runmode'].value in ('live', 'dry_run'):
    # fetch closed trades for the last 2 days
     trades = Trade.get_trades([Trade.pair == metadata['pair'],
                                Trade.open_date > datetime.utcnow() - timedelta(days=2),

From b2328cdf4fdf45c1e2f3842ec08f855fa04f1552 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Thu, 13 Feb 2020 07:07:35 +0300
Subject: [PATCH 0493/1106] Do not subtract risk_free_ratio twice

---
 freqtrade/optimize/hyperopt_loss_sortino_daily.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt_loss_sortino_daily.py b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
index c02f88434..d869a4e4e 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino_daily.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
@@ -53,7 +53,7 @@ class SortinoHyperOptLossDaily(IHyperOptLoss):
         sum_daily['downside_returns'] = 0
         sum_daily.loc[total_profit < 0,
                       'downside_returns'] = sum_daily['profit_percent_after_slippage']
-        total_downside = sum_daily['downside_returns'] - risk_free_rate
+        total_downside = sum_daily['downside_returns']
         down_stdev = total_downside.std()
 
         if (down_stdev != 0.):

From 81f849811fdcf4a2273f56ba2d7851aec66990a6 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 13 Feb 2020 06:30:59 +0100
Subject: [PATCH 0494/1106] Initcap Freqtrade

---
 docs/strategy_analysis_example.md                   | 2 +-
 freqtrade/templates/strategy_analysis_example.ipynb | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/strategy_analysis_example.md b/docs/strategy_analysis_example.md
index 93e84122b..f3f9b46c3 100644
--- a/docs/strategy_analysis_example.md
+++ b/docs/strategy_analysis_example.md
@@ -1,6 +1,6 @@
 # Strategy analysis example
 
-Debugging a strategy can be time-consuming. FreqTrade offers helper functions to visualize raw data.
+Debugging a strategy can be time-consuming. Freqtrade offers helper functions to visualize raw data.
 
 ## Setup
 
diff --git a/freqtrade/templates/strategy_analysis_example.ipynb b/freqtrade/templates/strategy_analysis_example.ipynb
index 91e132380..021056df2 100644
--- a/freqtrade/templates/strategy_analysis_example.ipynb
+++ b/freqtrade/templates/strategy_analysis_example.ipynb
@@ -6,7 +6,7 @@
    "source": [
     "# Strategy analysis example\n",
     "\n",
-    "Debugging a strategy can be time-consuming. FreqTrade offers helper functions to visualize raw data."
+    "Debugging a strategy can be time-consuming. Freqtrade offers helper functions to visualize raw data."
    ]
   },
   {

From 86592c3ba1c0f4b626d7d4edb471a320d120dd13 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 13 Feb 2020 06:51:52 +0100
Subject: [PATCH 0495/1106] Fix /help from telegram

---
 freqtrade/rpc/telegram.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py
index 5603ab03c..abd322293 100644
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@@ -561,8 +561,8 @@ class Telegram(RPC):
                   "*/stop:* `Stops the trader`\n" \
                   "*/status [table]:* `Lists all open trades`\n" \
                   "         *table :* `will display trades in a table`\n" \
-                  "                  pending buy orders are marked with an asterisk (*)\n" \
-                  "                  pending sell orders are marked with a double asterisk (**)\n" \
+                  "                  `pending buy orders are marked with an asterisk (*)`\n" \
+                  "                  `pending sell orders are marked with a double asterisk (**)`\n" \
                   "*/profit:* `Lists cumulative profit from all finished trades`\n" \
                   "*/forcesell <trade_id>|all:* `Instantly sells the given trade or all trades, " \
                   "regardless of profit`\n" \

From ccc923975138e47440e5ce48fd6fb38c1f0691c1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 13 Feb 2020 07:02:12 +0100
Subject: [PATCH 0496/1106] Reduce indentation of help

---
 freqtrade/rpc/telegram.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py
index abd322293..e3958b31a 100644
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@@ -561,8 +561,8 @@ class Telegram(RPC):
                   "*/stop:* `Stops the trader`\n" \
                   "*/status [table]:* `Lists all open trades`\n" \
                   "         *table :* `will display trades in a table`\n" \
-                  "                  `pending buy orders are marked with an asterisk (*)`\n" \
-                  "                  `pending sell orders are marked with a double asterisk (**)`\n" \
+                  "                `pending buy orders are marked with an asterisk (*)`\n" \
+                  "                `pending sell orders are marked with a double asterisk (**)`\n" \
                   "*/profit:* `Lists cumulative profit from all finished trades`\n" \
                   "*/forcesell <trade_id>|all:* `Instantly sells the given trade or all trades, " \
                   "regardless of profit`\n" \

From a93bc74eff01cebaed7e1e9838a53b526178913d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 13 Feb 2020 07:04:37 +0100
Subject: [PATCH 0497/1106] Update documentation ...

---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index c0404d647..98300c5fa 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -40,7 +40,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 
 |  Parameter | Description |
 |------------|-------------|
-| `max_open_trades` | **Required.** Number of trades open your bot will have. If -1 then it is ignored (i.e. potentially unlimited open trades). [More information below](#configuring-amount-per-trade).<br> ***Datatype:*** *Positive integer or -1.*
+| `max_open_trades` | **Required.** Number of trades open your bot will have. If -1 then it is ignored (i.e. potentially unlimited open trades). [More information below](#configuring-amount-per-trade).<br> **Datatype:** Positive integer or -1.
 | `stake_currency` | **Required.** Crypto-currency used for trading. [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
 | `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#configuring-amount-per-trade). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Positive float or `"unlimited"`.*
 | `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.99` 99%).*<br> ***Datatype:*** *Positive float between `0.1` and `1.0`.*

From 02148a1df203d8512dc6987ce7ac4ad5111211a2 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 13 Feb 2020 15:09:09 +0100
Subject: [PATCH 0498/1106] Fix datatype styling issues

---
 docs/configuration.md | 132 +++++++++++++++++++++---------------------
 1 file changed, 66 insertions(+), 66 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 98300c5fa..fd686834f 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -41,74 +41,74 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 |  Parameter | Description |
 |------------|-------------|
 | `max_open_trades` | **Required.** Number of trades open your bot will have. If -1 then it is ignored (i.e. potentially unlimited open trades). [More information below](#configuring-amount-per-trade).<br> **Datatype:** Positive integer or -1.
-| `stake_currency` | **Required.** Crypto-currency used for trading. [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
-| `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#configuring-amount-per-trade). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Positive float or `"unlimited"`.*
-| `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.99` 99%).*<br> ***Datatype:*** *Positive float between `0.1` and `1.0`.*
-| `amend_last_stake_amount` | Use reduced last stake amount if necessary. [More information below](#configuring-amount-per-trade). <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
-| `last_stake_amount_min_ratio` | Defines minimum stake amount that has to be left and executed. Applies only to the last stake amount when it's amended to a reduced value (i.e. if `amend_last_stake_amount` is set to `true`). [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.5`.* <br> ***Datatype:*** *Float (as ratio)*
-| `amount_reserve_percent` | Reserve some amount in min pair stake amount. The bot will reserve `amount_reserve_percent` + stoploss value when calculating min pair stake amount in order to avoid possible trade refusals. <br>*Defaults to `0.05` (5%).* <br> ***Datatype:*** *Positive Float as ratio.*
-| `ticker_interval` | The ticker interval to use (e.g `1m`, `5m`, `15m`, `30m`, `1h` ...). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *String*
-| `fiat_display_currency` | Fiat currency used to show your profits. [More information below](#what-values-can-be-used-for-fiat_display_currency). <br> ***Datatype:*** *String*
-| `dry_run` | **Required.** Define if the bot must be in Dry Run or production mode. <br>*Defaults to `true`.* <br> ***Datatype:*** *Boolean*
-| `dry_run_wallet` | Define the starting amount in stake currency for the simulated wallet used by the bot running in the Dry Run mode.<br>*Defaults to `1000`.* <br> ***Datatype:*** *Float*
-| `process_only_new_candles` | Enable processing of indicators only when new candles arrive. If false each loop populates the indicators, this will mean the same candle is processed many times creating system load but can be useful of your strategy depends on tick data not only candle. [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `false`.*  <br> ***Datatype:*** *Boolean*
-| `minimal_roi` | **Required.** Set the threshold in percent the bot will use to sell a trade. [More information below](#understand-minimal_roi). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Dict*
-| `stoploss` |  **Required.** Value of the stoploss in percent used by the bot. More details in the [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy).  <br> ***Datatype:*** *Float (as ratio)*
-| `trailing_stop` | Enables trailing stoploss (based on `stoploss` in either configuration or strategy file). More details in the [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Boolean*
-| `trailing_stop_positive` | Changes stoploss once profit has been reached. More details in the [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Float*
-| `trailing_stop_positive_offset` | Offset on when to apply `trailing_stop_positive`. Percentage value which should be positive. More details in the [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `0.0` (no offset).* <br> ***Datatype:*** *Float*
-| `trailing_only_offset_is_reached` | Only apply trailing stoploss when the offset is reached. [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `false`.*  <br> ***Datatype:*** *Boolean*
-| `unfilledtimeout.buy` | **Required.** How long (in minutes) the bot will wait for an unfilled buy order to complete, after which the order will be cancelled. [Strategy Override](#parameters-in-the-strategy).<br> ***Datatype:*** *Integer*
-| `unfilledtimeout.sell` | **Required.** How long (in minutes) the bot will wait for an unfilled sell order to complete, after which the order will be cancelled. [Strategy Override](#parameters-in-the-strategy).<br> ***Datatype:*** *Integer*
+| `stake_currency` | **Required.** Crypto-currency used for trading. [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** String
+| `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#configuring-amount-per-trade). [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** Positive float or `"unlimited"`.
+| `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.99` 99%).*<br> **Datatype:** Positive float between `0.1` and `1.0`.
+| `amend_last_stake_amount` | Use reduced last stake amount if necessary. [More information below](#configuring-amount-per-trade). <br>*Defaults to `false`.* <br> **Datatype:** Boolean
+| `last_stake_amount_min_ratio` | Defines minimum stake amount that has to be left and executed. Applies only to the last stake amount when it's amended to a reduced value (i.e. if `amend_last_stake_amount` is set to `true`). [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.5`.* <br> **Datatype:** Float (as ratio)
+| `amount_reserve_percent` | Reserve some amount in min pair stake amount. The bot will reserve `amount_reserve_percent` + stoploss value when calculating min pair stake amount in order to avoid possible trade refusals. <br>*Defaults to `0.05` (5%).* <br> **Datatype:** Positive Float as ratio.
+| `ticker_interval` | The ticker interval to use (e.g `1m`, `5m`, `15m`, `30m`, `1h` ...). [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** String
+| `fiat_display_currency` | Fiat currency used to show your profits. [More information below](#what-values-can-be-used-for-fiat_display_currency). <br> **Datatype:** String
+| `dry_run` | **Required.** Define if the bot must be in Dry Run or production mode. <br>*Defaults to `true`.* <br> **Datatype:** Boolean
+| `dry_run_wallet` | Define the starting amount in stake currency for the simulated wallet used by the bot running in the Dry Run mode.<br>*Defaults to `1000`.* <br> **Datatype:** Float
+| `process_only_new_candles` | Enable processing of indicators only when new candles arrive. If false each loop populates the indicators, this will mean the same candle is processed many times creating system load but can be useful of your strategy depends on tick data not only candle. [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `false`.*  <br> **Datatype:** Boolean
+| `minimal_roi` | **Required.** Set the threshold in percent the bot will use to sell a trade. [More information below](#understand-minimal_roi). [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** Dict
+| `stoploss` |  **Required.** Value of the stoploss in percent used by the bot. More details in the [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy).  <br> **Datatype:** Float (as ratio)
+| `trailing_stop` | Enables trailing stoploss (based on `stoploss` in either configuration or strategy file). More details in the [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** Boolean
+| `trailing_stop_positive` | Changes stoploss once profit has been reached. More details in the [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** Float
+| `trailing_stop_positive_offset` | Offset on when to apply `trailing_stop_positive`. Percentage value which should be positive. More details in the [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `0.0` (no offset).* <br> **Datatype:** Float
+| `trailing_only_offset_is_reached` | Only apply trailing stoploss when the offset is reached. [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `false`.*  <br> **Datatype:** Boolean
+| `unfilledtimeout.buy` | **Required.** How long (in minutes) the bot will wait for an unfilled buy order to complete, after which the order will be cancelled. [Strategy Override](#parameters-in-the-strategy).<br> **Datatype:** Integer
+| `unfilledtimeout.sell` | **Required.** How long (in minutes) the bot will wait for an unfilled sell order to complete, after which the order will be cancelled. [Strategy Override](#parameters-in-the-strategy).<br> **Datatype:** Integer
 | `bid_strategy.ask_last_balance` | **Required.** Set the bidding price. More information [below](#buy-price-without-orderbook). 
-| `bid_strategy.use_order_book` | Enable buying using the rates in [Order Book Bids](#buy-price-with-orderbook-enabled). <br> ***Datatype:*** *Boolean*
-| `bid_strategy.order_book_top` | Bot will use the top N rate in Order Book Bids to buy. I.e. a value of 2 will allow the bot to pick the 2nd bid rate in [Order Book Bids](#buy-price-with-orderbook-enabled). <br>*Defaults to `1`.*  <br> ***Datatype:*** *Positive Integer*
-| `bid_strategy. check_depth_of_market.enabled` | Do not buy if the difference of buy orders and sell orders is met in Order Book. [Check market depth](#check-depth-of-market). <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
-| `bid_strategy. check_depth_of_market.bids_to_ask_delta` | The difference ratio of buy orders and sell orders found in Order Book. A value below 1 means sell order size is greater, while value greater than 1 means buy order size is higher. [Check market depth](#check-depth-of-market) <br> *Defaults to `0`.*  <br> ***Datatype:*** *Float (as ratio)*
-| `ask_strategy.use_order_book` | Enable selling of open trades using [Order Book Asks](#sell-price-with-orderbook-enabled). <br> ***Datatype:*** *Boolean*
-| `ask_strategy.order_book_min` | Bot will scan from the top min to max Order Book Asks searching for a profitable rate. <br>*Defaults to `1`.* <br> ***Datatype:*** *Positive Integer*
-| `ask_strategy.order_book_max` | Bot will scan from the top min to max Order Book Asks searching for a profitable rate. <br>*Defaults to `1`.* <br> ***Datatype:*** *Positive Integer*
-| `ask_strategy.use_sell_signal` | Use sell signals produced by the strategy in addition to the `minimal_roi`. [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `true`.* <br> ***Datatype:*** *Boolean*
-| `ask_strategy.sell_profit_only` | Wait until the bot makes a positive profit before taking a sell decision. [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
-| `ask_strategy.ignore_roi_if_buy_signal` | Do not sell if the buy signal is still active. This setting takes preference over `minimal_roi` and `use_sell_signal`. [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
-| `order_types` | Configure order-types depending on the action (`"buy"`, `"sell"`, `"stoploss"`, `"stoploss_on_exchange"`). [More information below](#understand-order_types). [Strategy Override](#parameters-in-the-strategy).<br> ***Datatype:*** *Dict*
-| `order_time_in_force` | Configure time in force for buy and sell orders. [More information below](#understand-order_time_in_force). [Strategy Override](#parameters-in-the-strategy). <br> ***Datatype:*** *Dict*
-| `exchange.name` | **Required.** Name of the exchange class to use. [List below](#user-content-what-values-for-exchangename). <br> ***Datatype:*** *String*
-| `exchange.sandbox` | Use the 'sandbox' version of the exchange, where the exchange provides a sandbox for risk-free integration. See [here](sandbox-testing.md) in more details.<br> ***Datatype:*** *Boolean*
-| `exchange.key` | API key to use for the exchange. Only required when you are in production mode.<br>**Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
-| `exchange.secret` | API secret to use for the exchange. Only required when you are in production mode.<br>**Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
-| `exchange.password` | API password to use for the exchange. Only required when you are in production mode and for exchanges that use password for API requests.<br>**Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
-| `exchange.pair_whitelist` | List of pairs to use by the bot for trading and to check for potential trades during backtesting. Not used by VolumePairList (see [below](#dynamic-pairlists)). <br> ***Datatype:*** *List*
-| `exchange.pair_blacklist` | List of pairs the bot must absolutely avoid for trading and backtesting (see [below](#dynamic-pairlists)). <br> ***Datatype:*** *List*
-| `exchange.ccxt_config` | Additional CCXT parameters passed to the regular ccxt instance. Parameters may differ from exchange to exchange and are documented in the [ccxt documentation](https://ccxt.readthedocs.io/en/latest/manual.html#instantiation) <br> ***Datatype:*** *Dict*
-| `exchange.ccxt_async_config` | Additional CCXT parameters passed to the async ccxt instance. Parameters may differ from exchange to exchange  and are documented in the [ccxt documentation](https://ccxt.readthedocs.io/en/latest/manual.html#instantiation) <br> ***Datatype:*** *Dict*
-| `exchange.markets_refresh_interval` | The interval in minutes in which markets are reloaded. <br>*Defaults to `60` minutes.* <br> ***Datatype:*** *Positive Integer*
+| `bid_strategy.use_order_book` | Enable buying using the rates in [Order Book Bids](#buy-price-with-orderbook-enabled). <br> **Datatype:** Boolean
+| `bid_strategy.order_book_top` | Bot will use the top N rate in Order Book Bids to buy. I.e. a value of 2 will allow the bot to pick the 2nd bid rate in [Order Book Bids](#buy-price-with-orderbook-enabled). <br>*Defaults to `1`.*  <br> **Datatype:** Positive Integer
+| `bid_strategy. check_depth_of_market.enabled` | Do not buy if the difference of buy orders and sell orders is met in Order Book. [Check market depth](#check-depth-of-market). <br>*Defaults to `false`.* <br> **Datatype:** Boolean
+| `bid_strategy. check_depth_of_market.bids_to_ask_delta` | The difference ratio of buy orders and sell orders found in Order Book. A value below 1 means sell order size is greater, while value greater than 1 means buy order size is higher. [Check market depth](#check-depth-of-market) <br> *Defaults to `0`.*  <br> **Datatype:** Float (as ratio)
+| `ask_strategy.use_order_book` | Enable selling of open trades using [Order Book Asks](#sell-price-with-orderbook-enabled). <br> **Datatype:** Boolean
+| `ask_strategy.order_book_min` | Bot will scan from the top min to max Order Book Asks searching for a profitable rate. <br>*Defaults to `1`.* <br> **Datatype:** Positive Integer
+| `ask_strategy.order_book_max` | Bot will scan from the top min to max Order Book Asks searching for a profitable rate. <br>*Defaults to `1`.* <br> **Datatype:** Positive Integer
+| `ask_strategy.use_sell_signal` | Use sell signals produced by the strategy in addition to the `minimal_roi`. [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `true`.* <br> **Datatype:** Boolean
+| `ask_strategy.sell_profit_only` | Wait until the bot makes a positive profit before taking a sell decision. [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `false`.* <br> **Datatype:** Boolean
+| `ask_strategy.ignore_roi_if_buy_signal` | Do not sell if the buy signal is still active. This setting takes preference over `minimal_roi` and `use_sell_signal`. [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `false`.* <br> **Datatype:** Boolean
+| `order_types` | Configure order-types depending on the action (`"buy"`, `"sell"`, `"stoploss"`, `"stoploss_on_exchange"`). [More information below](#understand-order_types). [Strategy Override](#parameters-in-the-strategy).<br> **Datatype:** Dict
+| `order_time_in_force` | Configure time in force for buy and sell orders. [More information below](#understand-order_time_in_force). [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** Dict
+| `exchange.name` | **Required.** Name of the exchange class to use. [List below](#user-content-what-values-for-exchangename). <br> **Datatype:** String
+| `exchange.sandbox` | Use the 'sandbox' version of the exchange, where the exchange provides a sandbox for risk-free integration. See [here](sandbox-testing.md) in more details.<br> **Datatype:** Boolean
+| `exchange.key` | API key to use for the exchange. Only required when you are in production mode.<br>**Keep it in secret, do not disclose publicly.** <br> **Datatype:** String
+| `exchange.secret` | API secret to use for the exchange. Only required when you are in production mode.<br>**Keep it in secret, do not disclose publicly.** <br> **Datatype:** String
+| `exchange.password` | API password to use for the exchange. Only required when you are in production mode and for exchanges that use password for API requests.<br>**Keep it in secret, do not disclose publicly.** <br> **Datatype:** String
+| `exchange.pair_whitelist` | List of pairs to use by the bot for trading and to check for potential trades during backtesting. Not used by VolumePairList (see [below](#dynamic-pairlists)). <br> **Datatype:** List
+| `exchange.pair_blacklist` | List of pairs the bot must absolutely avoid for trading and backtesting (see [below](#dynamic-pairlists)). <br> **Datatype:** List
+| `exchange.ccxt_config` | Additional CCXT parameters passed to the regular ccxt instance. Parameters may differ from exchange to exchange and are documented in the [ccxt documentation](https://ccxt.readthedocs.io/en/latest/manual.html#instantiation) <br> **Datatype:** Dict
+| `exchange.ccxt_async_config` | Additional CCXT parameters passed to the async ccxt instance. Parameters may differ from exchange to exchange  and are documented in the [ccxt documentation](https://ccxt.readthedocs.io/en/latest/manual.html#instantiation) <br> **Datatype:** Dict
+| `exchange.markets_refresh_interval` | The interval in minutes in which markets are reloaded. <br>*Defaults to `60` minutes.* <br> **Datatype:** Positive Integer
 | `edge.*` | Please refer to [edge configuration document](edge.md) for detailed explanation.
-| `experimental.block_bad_exchanges` | Block exchanges known to not work with freqtrade. Leave on default unless you want to test if that exchange works now. <br>*Defaults to `true`.* <br> ***Datatype:*** *Boolean*
-| `pairlists` | Define one or more pairlists to be used. [More information below](#dynamic-pairlists). <br>*Defaults to `StaticPairList`.*  <br> ***Datatype:*** *List of Dicts*
-| `telegram.enabled` | Enable the usage of Telegram. <br> ***Datatype:*** *Boolean*
-| `telegram.token` | Your Telegram bot token. Only required if `telegram.enabled` is `true`. <br>**Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
-| `telegram.chat_id` | Your personal Telegram account id. Only required if `telegram.enabled` is `true`. <br>**Keep it in secret, do not disclose publicly.** <br> ***Datatype:*** *String*
-| `webhook.enabled` | Enable usage of Webhook notifications <br> ***Datatype:*** *Boolean*
-| `webhook.url` | URL for the webhook. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> ***Datatype:*** *String*
-| `webhook.webhookbuy` | Payload to send on buy. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> ***Datatype:*** *String*
-| `webhook.webhooksell` | Payload to send on sell. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> ***Datatype:*** *String*
-| `webhook.webhookstatus` | Payload to send on status calls. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> ***Datatype:*** *String*
-| `api_server.enabled` | Enable usage of API Server. See the [API Server documentation](rest-api.md) for more details. <br> ***Datatype:*** *Boolean*
-| `api_server.listen_ip_address` | Bind IP address. See the [API Server documentation](rest-api.md) for more details. <br> ***Datatype:*** *IPv4*
-| `api_server.listen_port` | Bind Port. See the [API Server documentation](rest-api.md) for more details. <br>***Datatype:*** *Integer between 1024 and 65535*
-| `api_server.username` | Username for API server. See the [API Server documentation](rest-api.md) for more details. <br>**Keep it in secret, do not disclose publicly.**<br> ***Datatype:*** *String*
-| `api_server.password` | Password for API server. See the [API Server documentation](rest-api.md) for more details. <br>**Keep it in secret, do not disclose publicly.**<br> ***Datatype:*** *String*
-| `db_url` | Declares database URL to use. NOTE: This defaults to `sqlite:///tradesv3.dryrun.sqlite` if `dry_run` is `true`, and to `sqlite:///tradesv3.sqlite` for production instances. <br> ***Datatype:*** *String, SQLAlchemy connect string*
-| `initial_state` | Defines the initial application state. More information below. <br>*Defaults to `stopped`.* <br> ***Datatype:*** *Enum, either `stopped` or `running`*
-| `forcebuy_enable` | Enables the RPC Commands to force a buy. More information below. <br> ***Datatype:*** *Boolean*
-| `strategy` | **Required** Defines Strategy class to use. Recommended to be set via `--strategy NAME`. <br> ***Datatype:*** *ClassName*
-| `strategy_path` | Adds an additional strategy lookup path (must be a directory). <br> ***Datatype:*** *String*
-| `internals.process_throttle_secs` | Set the process throttle. Value in second. <br>*Defaults to `5` seconds.* <br> ***Datatype:*** *Positive Integer*
-| `internals.heartbeat_interval` | Print heartbeat message every N seconds. Set to 0 to disable heartbeat messages. <br>*Defaults to `60` seconds.* <br> ***Datatype:*** *Positive Integer or 0*
-| `internals.sd_notify` | Enables use of the sd_notify protocol to tell systemd service manager about changes in the bot state and issue keep-alive pings. See [here](installation.md#7-optional-configure-freqtrade-as-a-systemd-service) for more details. <br> ***Datatype:*** *Boolean*
-| `logfile` | Specifies logfile name. Uses a rolling strategy for log file rotation for 10 files with the 1MB limit per file. <br> ***Datatype:*** *String*
-| `user_data_dir` | Directory containing user data. <br> *Defaults to `./user_data/`*. <br> ***Datatype:*** *String*
+| `experimental.block_bad_exchanges` | Block exchanges known to not work with freqtrade. Leave on default unless you want to test if that exchange works now. <br>*Defaults to `true`.* <br> **Datatype:** Boolean
+| `pairlists` | Define one or more pairlists to be used. [More information below](#dynamic-pairlists). <br>*Defaults to `StaticPairList`.*  <br> **Datatype:** List of Dicts
+| `telegram.enabled` | Enable the usage of Telegram. <br> **Datatype:** Boolean
+| `telegram.token` | Your Telegram bot token. Only required if `telegram.enabled` is `true`. <br>**Keep it in secret, do not disclose publicly.** <br> **Datatype:** String
+| `telegram.chat_id` | Your personal Telegram account id. Only required if `telegram.enabled` is `true`. <br>**Keep it in secret, do not disclose publicly.** <br> **Datatype:** String
+| `webhook.enabled` | Enable usage of Webhook notifications <br> **Datatype:** Boolean
+| `webhook.url` | URL for the webhook. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> **Datatype:** String
+| `webhook.webhookbuy` | Payload to send on buy. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> **Datatype:** String
+| `webhook.webhooksell` | Payload to send on sell. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> **Datatype:** String
+| `webhook.webhookstatus` | Payload to send on status calls. Only required if `webhook.enabled` is `true`. See the [webhook documentation](webhook-config.md) for more details. <br> **Datatype:** String
+| `api_server.enabled` | Enable usage of API Server. See the [API Server documentation](rest-api.md) for more details. <br> **Datatype:** Boolean
+| `api_server.listen_ip_address` | Bind IP address. See the [API Server documentation](rest-api.md) for more details. <br> **Datatype:** IPv4
+| `api_server.listen_port` | Bind Port. See the [API Server documentation](rest-api.md) for more details. <br>**Datatype:** Integer between 1024 and 65535
+| `api_server.username` | Username for API server. See the [API Server documentation](rest-api.md) for more details. <br>**Keep it in secret, do not disclose publicly.**<br> **Datatype:** String
+| `api_server.password` | Password for API server. See the [API Server documentation](rest-api.md) for more details. <br>**Keep it in secret, do not disclose publicly.**<br> **Datatype:** String
+| `db_url` | Declares database URL to use. NOTE: This defaults to `sqlite:///tradesv3.dryrun.sqlite` if `dry_run` is `true`, and to `sqlite:///tradesv3.sqlite` for production instances. <br> **Datatype:** String, SQLAlchemy connect string
+| `initial_state` | Defines the initial application state. More information below. <br>*Defaults to `stopped`.* <br> **Datatype:** Enum, either `stopped` or `running`
+| `forcebuy_enable` | Enables the RPC Commands to force a buy. More information below. <br> **Datatype:** Boolean
+| `strategy` | **Required** Defines Strategy class to use. Recommended to be set via `--strategy NAME`. <br> **Datatype:** ClassName
+| `strategy_path` | Adds an additional strategy lookup path (must be a directory). <br> **Datatype:** String
+| `internals.process_throttle_secs` | Set the process throttle. Value in second. <br>*Defaults to `5` seconds.* <br> **Datatype:** Positive Intege
+| `internals.heartbeat_interval` | Print heartbeat message every N seconds. Set to 0 to disable heartbeat messages. <br>*Defaults to `60` seconds.* <br> **Datatype:** Positive Integer or 0
+| `internals.sd_notify` | Enables use of the sd_notify protocol to tell systemd service manager about changes in the bot state and issue keep-alive pings. See [here](installation.md#7-optional-configure-freqtrade-as-a-systemd-service) for more details. <br> **Datatype:** Boolean
+| `logfile` | Specifies logfile name. Uses a rolling strategy for log file rotation for 10 files with the 1MB limit per file. <br> **Datatype:** String
+| `user_data_dir` | Directory containing user data. <br> *Defaults to `./user_data/`*. <br> **Datatype:** String
 
 ### Parameters in the strategy
 

From a0a14a107820df972d1e02b42267093f58748f1e Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 14 Feb 2020 01:08:17 +0300
Subject: [PATCH 0499/1106] 
 freqtrade/templates/subtemplates/exchange_bittrex.j2

---
 freqtrade/templates/subtemplates/exchange_bittrex.j2 | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/freqtrade/templates/subtemplates/exchange_bittrex.j2 b/freqtrade/templates/subtemplates/exchange_bittrex.j2
index 7a7e8e291..7b27318ca 100644
--- a/freqtrade/templates/subtemplates/exchange_bittrex.j2
+++ b/freqtrade/templates/subtemplates/exchange_bittrex.j2
@@ -1,3 +1,10 @@
+"order_types": {
+    "buy": "limit",
+    "sell": "limit",
+    "emergencysell": "limit",
+    "stoploss": "limit",
+    "stoploss_on_exchange": false
+},
 "exchange": {
     "name": "{{ exchange_name | lower }}",
     "key": "{{ exchange_key }}",

From 749463e4b7e9f9b1c475725a54b71d181b3a7a76 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 14 Feb 2020 03:05:07 +0300
Subject: [PATCH 0500/1106] Adjust message in main.py

---
 freqtrade/main.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/main.py b/freqtrade/main.py
index a75eeebed..08bdc5e32 100755
--- a/freqtrade/main.py
+++ b/freqtrade/main.py
@@ -38,8 +38,8 @@ def main(sysargv: List[str] = None) -> None:
             # No subcommand was issued.
             raise OperationalException(
                 "Usage of Freqtrade requires a subcommand to be specified.\n"
-                "To have the previous behavior (bot executing trades in live/dry-run modes, "
-                "depending on the value of the `dry_run` setting in the config), run freqtrade "
+                "To have the bot executing trades in live/dry-run modes, "
+                "depending on the value of the `dry_run` setting in the config, run Freqtrade "
                 "as `freqtrade trade [options...]`.\n"
                 "To see the full list of options available, please use "
                 "`freqtrade --help` or `freqtrade <command> --help`."

From 36ef5c6bdff2562e158bbd659db7bc6c67c00560 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 14 Feb 2020 04:05:17 +0300
Subject: [PATCH 0501/1106] Get rid of delete_trades method in Freqtradebot

---
 freqtrade/freqtradebot.py | 8 ++------
 1 file changed, 2 insertions(+), 6 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 158b631c1..bf2697efa 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -860,11 +860,6 @@ class FreqtradeBot:
                 order_type = self.strategy.order_types['sell']
                 self._notify_sell_cancel(trade, order_type)
 
-    def delete_trade(self, trade: Trade) -> None:
-        """Delete trade in database"""
-        Trade.session.delete(trade)
-        Trade.session.flush()
-
     def handle_timedout_limit_buy(self, trade: Trade, order: Dict) -> bool:
         """
         Buy timeout - cancel order
@@ -882,7 +877,8 @@ class FreqtradeBot:
 
         if corder.get('remaining', order['remaining']) == order['amount']:
             # if trade is not partially completed, just delete the trade
-            self.delete_trade(trade)
+            Trade.session.delete(trade)
+            Trade.session.flush()
             return True
 
         # if trade is partially complete, edit the stake details for the trade

From 20c21b42d50ce08fe4157c151c340a6be771b7f2 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 14 Feb 2020 06:23:03 +0300
Subject: [PATCH 0502/1106] Move rpc send to be after db session add/flash

---
 freqtrade/freqtradebot.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 158b631c1..1284b2e9b 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -527,8 +527,6 @@ class FreqtradeBot:
             ticker_interval=timeframe_to_minutes(self.config['ticker_interval'])
         )
 
-        self._notify_buy(trade, order_type)
-
         # Update fees if order is closed
         if order_status == 'closed':
             self.update_trade_state(trade, order)
@@ -539,6 +537,8 @@ class FreqtradeBot:
         # Updating wallets
         self.wallets.update()
 
+        self._notify_buy(trade, order_type)
+
         return True
 
     def _notify_buy(self, trade: Trade, order_type: str) -> None:

From 9cbf8c5f008520b99016a7a63fe299b4b0dcb821 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 14 Feb 2020 21:15:36 +0300
Subject: [PATCH 0503/1106] Add status for listed strategies

---
 freqtrade/commands/list_commands.py | 11 +++++++++--
 freqtrade/resolvers/iresolver.py    | 20 +++++++++++++++-----
 2 files changed, 24 insertions(+), 7 deletions(-)

diff --git a/freqtrade/commands/list_commands.py b/freqtrade/commands/list_commands.py
index f2b6bf995..b6ff682e6 100644
--- a/freqtrade/commands/list_commands.py
+++ b/freqtrade/commands/list_commands.py
@@ -43,10 +43,17 @@ def start_list_strategies(args: Dict[str, Any]) -> None:
     config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
 
     directory = Path(config.get('strategy_path', config['user_data_dir'] / USERPATH_STRATEGIES))
-    strategies = StrategyResolver.search_all_objects(directory)
+    strategies = StrategyResolver.search_all_objects(directory, not args['print_one_column'])
     # Sort alphabetically
     strategies = sorted(strategies, key=lambda x: x['name'])
-    strats_to_print = [{'name': s['name'], 'location': s['location'].name} for s in strategies]
+    names = [s['name'] for s in strategies]
+    strats_to_print = [{
+        'name': s['name'] if s['name'] else "--",
+        'location': s['location'].name,
+        'status': ("LOAD FAILED" if s['class'] is None
+                   else "OK" if names.count(s['name']) == 1
+                   else "DUPLICATED NAME")
+    } for s in strategies]
 
     if args['print_one_column']:
         print('\n'.join([s['name'] for s in strategies]))
diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index a75c45933..8b5aa1dff 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -41,11 +41,15 @@ class IResolver:
 
     @classmethod
     def _get_valid_object(cls, module_path: Path,
-                          object_name: Optional[str]) -> Generator[Any, None, None]:
+                          object_name: Optional[str],
+                          enum_failed: bool = False) -> Union[Generator[Any, None, None],
+                                                              Tuple[None]]:
         """
         Generator returning objects with matching object_type and object_name in the path given.
         :param module_path: absolute path to the module
         :param object_name: Class name of the object
+        :param enum_failed: If True, will return None for modules which fail.
+            Otherwise, failing modules are skipped.
         :return: generator containing matching objects
         """
 
@@ -58,6 +62,8 @@ class IResolver:
         except (ModuleNotFoundError, SyntaxError) as err:
             # Catch errors in case a specific module is not installed
             logger.warning(f"Could not import {module_path} due to '{err}'")
+            if enum_failed:
+                return (None, )
 
         valid_objects_gen = (
             obj for name, obj in inspect.getmembers(module, inspect.isclass)
@@ -136,10 +142,13 @@ class IResolver:
         )
 
     @classmethod
-    def search_all_objects(cls, directory: Path) -> List[Dict[str, Any]]:
+    def search_all_objects(cls, directory: Path,
+                           enum_failed: bool) -> List[Dict[str, Any]]:
         """
         Searches a directory for valid objects
         :param directory: Path to search
+        :param enum_failed: If True, will return None for modules which fail.
+            Otherwise, failing modules are skipped.
         :return: List of dicts containing 'name', 'class' and 'location' entires
         """
         logger.debug(f"Searching for {cls.object_type.__name__} '{directory}'")
@@ -151,10 +160,11 @@ class IResolver:
                 continue
             module_path = entry.resolve()
             logger.debug(f"Path {module_path}")
-            for obj in cls._get_valid_object(module_path, object_name=None):
+            for obj in cls._get_valid_object(module_path, object_name=None,
+                                             enum_failed=enum_failed):
                 objects.append(
-                    {'name': obj.__name__,
-                     'class': obj,
+                    {'name': obj.__name__ if obj is not None else '',
+                     'class': obj if obj is not None else None,
                      'location': entry,
                      })
         return objects

From a2d7f8a70dc8e907c83ab4e958783708174ab07f Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 14 Feb 2020 21:24:30 +0300
Subject: [PATCH 0504/1106] Split tabular printing into sep. helper function

---
 freqtrade/commands/list_commands.py | 25 +++++++++++++++----------
 1 file changed, 15 insertions(+), 10 deletions(-)

diff --git a/freqtrade/commands/list_commands.py b/freqtrade/commands/list_commands.py
index b6ff682e6..782cd074e 100644
--- a/freqtrade/commands/list_commands.py
+++ b/freqtrade/commands/list_commands.py
@@ -3,7 +3,7 @@ import logging
 import sys
 from collections import OrderedDict
 from pathlib import Path
-from typing import Any, Dict
+from typing import Any, Dict, List
 
 import rapidjson
 from tabulate import tabulate
@@ -36,6 +36,19 @@ def start_list_exchanges(args: Dict[str, Any]) -> None:
             print(f"Exchanges available for Freqtrade: {', '.join(exchanges)}")
 
 
+def _print_objs_tabular(objs: List) -> None:
+    names = [s['name'] for s in objs]
+    strats_to_print = [{
+        'name': s['name'] if s['name'] else "--",
+        'location': s['location'].name,
+        'status': ("LOAD FAILED" if s['class'] is None
+                   else "OK" if names.count(s['name']) == 1
+                   else "DUPLICATED NAME")
+    } for s in objs]
+
+    print(tabulate(strats_to_print, headers='keys', tablefmt='pipe'))
+
+
 def start_list_strategies(args: Dict[str, Any]) -> None:
     """
     Print files with Strategy custom classes available in the directory
@@ -46,19 +59,11 @@ def start_list_strategies(args: Dict[str, Any]) -> None:
     strategies = StrategyResolver.search_all_objects(directory, not args['print_one_column'])
     # Sort alphabetically
     strategies = sorted(strategies, key=lambda x: x['name'])
-    names = [s['name'] for s in strategies]
-    strats_to_print = [{
-        'name': s['name'] if s['name'] else "--",
-        'location': s['location'].name,
-        'status': ("LOAD FAILED" if s['class'] is None
-                   else "OK" if names.count(s['name']) == 1
-                   else "DUPLICATED NAME")
-    } for s in strategies]
 
     if args['print_one_column']:
         print('\n'.join([s['name'] for s in strategies]))
     else:
-        print(tabulate(strats_to_print, headers='keys', tablefmt='pipe'))
+        _print_objs_tabular(strategies)
 
 
 def start_list_hyperopts(args: Dict[str, Any]) -> None:

From 9dafc2f3c84819cf95bda82ddb0cc8ec380ede3d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 11 Feb 2020 20:38:29 +0100
Subject: [PATCH 0505/1106] Load config.json from user_data first

---
 freqtrade/commands/arguments.py | 19 ++++++++++++++-----
 1 file changed, 14 insertions(+), 5 deletions(-)

diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index fe6f49039..d37870ea0 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -6,8 +6,8 @@ from functools import partial
 from pathlib import Path
 from typing import Any, Dict, List, Optional
 
-from freqtrade import constants
 from freqtrade.commands.cli_options import AVAILABLE_CLI_OPTIONS
+from freqtrade.constants import DEFAULT_CONFIG
 
 ARGS_COMMON = ["verbosity", "logfile", "version", "config", "datadir", "user_data_dir"]
 
@@ -107,10 +107,19 @@ class Arguments:
         # Workaround issue in argparse with action='append' and default value
         # (see https://bugs.python.org/issue16399)
         # Allow no-config for certain commands (like downloading / plotting)
-        if ('config' in parsed_arg and parsed_arg.config is None and
-            ((Path.cwd() / constants.DEFAULT_CONFIG).is_file() or
-             not ('command' in parsed_arg and parsed_arg.command in NO_CONF_REQURIED))):
-            parsed_arg.config = [constants.DEFAULT_CONFIG]
+        if ('config' in parsed_arg and parsed_arg.config is None):
+            conf_required = ('command' in parsed_arg and parsed_arg.command in NO_CONF_REQURIED)
+
+            if 'user_data_dir' in parsed_arg and parsed_arg.user_data_dir is not None:
+                # Try loading from "user_data/config.json"
+                cfgfile = Path(parsed_arg.user_data_dir) / DEFAULT_CONFIG
+                if cfgfile.is_file() or not conf_required:
+                    parsed_arg.config = [str(cfgfile)]
+            else:
+                # Else use "config.json".
+                cfgfile = Path.cwd() / DEFAULT_CONFIG
+                if cfgfile.is_file() or not conf_required:
+                    parsed_arg.config = [DEFAULT_CONFIG]
 
         return parsed_arg
 

From be4a9b5f4b0f9c4026ed043876bbcfb516a83a0d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 14 Feb 2020 19:37:20 +0100
Subject: [PATCH 0506/1106] Lowercase freqtrade

---
 CONTRIBUTING.md                   | 4 ++--
 docs/configuration.md             | 2 +-
 docs/developer.md                 | 4 ++--
 docs/hyperopt.md                  | 2 +-
 docs/rest-api.md                  | 2 +-
 freqtrade/commands/cli_options.py | 3 ++-
 6 files changed, 9 insertions(+), 8 deletions(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 1c83437f6..90594866a 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -109,11 +109,11 @@ Exceptions:
 
 Contributors may be given commit privileges. Preference will be given to those with:
 
-1. Past contributions to FreqTrade and other related open-source projects. Contributions to FreqTrade include both code (both accepted and pending) and friendly participation in the issue tracker and Pull request reviews. Quantity and quality are considered.
+1. Past contributions to Freqtrade and other related open-source projects. Contributions to Freqtrade include both code (both accepted and pending) and friendly participation in the issue tracker and Pull request reviews. Quantity and quality are considered.
 1. A coding style that the other core committers find simple, minimal, and clean.
 1. Access to resources for cross-platform development and testing.
 1. Time to devote to the project regularly.
 
-Being a Committer does not grant write permission on `develop` or `master` for security reasons (Users trust FreqTrade with their Exchange API keys).
+Being a Committer does not grant write permission on `develop` or `master` for security reasons (Users trust Freqtrade with their Exchange API keys).
 
 After being Committer for some time, a Committer may be named Core Committer and given full repository access.
diff --git a/docs/configuration.md b/docs/configuration.md
index 211f7a04c..0f0279eb9 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -672,7 +672,7 @@ freqtrade
 
 ## Embedding Strategies
 
-FreqTrade provides you with with an easy way to embed the strategy into your configuration file.
+Freqtrade provides you with with an easy way to embed the strategy into your configuration file.
 This is done by utilizing BASE64 encoding and providing this string at the strategy configuration field,
 in your chosen config file.
 
diff --git a/docs/developer.md b/docs/developer.md
index c679b8a49..b128ffd2b 100644
--- a/docs/developer.md
+++ b/docs/developer.md
@@ -1,6 +1,6 @@
 # Development Help
 
-This page is intended for developers of FreqTrade, people who want to contribute to the FreqTrade codebase or documentation, or people who want to understand the source code of the application they're running.
+This page is intended for developers of Freqtrade, people who want to contribute to the Freqtrade codebase or documentation, or people who want to understand the source code of the application they're running.
 
 All contributions, bug reports, bug fixes, documentation improvements, enhancements and ideas are welcome. We [track issues](https://github.com/freqtrade/freqtrade/issues) on [GitHub](https://github.com) and also have a dev channel in [slack](https://join.slack.com/t/highfrequencybot/shared_invite/enQtNjU5ODcwNjI1MDU3LTU1MTgxMjkzNmYxNWE1MDEzYzQ3YmU4N2MwZjUyNjJjODRkMDVkNjg4YTAyZGYzYzlhOTZiMTE4ZjQ4YzM0OGE) where you can ask questions.
 
@@ -153,7 +153,7 @@ In VolumePairList, this implements different methods of sorting, does early vali
 ## Implement a new Exchange (WIP)
 
 !!! Note
-    This section is a Work in Progress and is not a complete guide on how to test a new exchange with FreqTrade.
+    This section is a Work in Progress and is not a complete guide on how to test a new exchange with Freqtrade.
 
 Most exchanges supported by CCXT should work out of the box.
 
diff --git a/docs/hyperopt.md b/docs/hyperopt.md
index 3e10f66da..401811a1b 100644
--- a/docs/hyperopt.md
+++ b/docs/hyperopt.md
@@ -182,7 +182,7 @@ add it to the `populate_indicators()` method in your custom hyperopt file.
 
 Each hyperparameter tuning requires a target. This is usually defined as a loss function (sometimes also called objective function), which should decrease for more desirable results, and increase for bad results.
 
-By default, FreqTrade uses a loss function, which has been with freqtrade since the beginning and optimizes mostly for short trade duration and avoiding losses.
+By default, Freqtrade uses a loss function, which has been with freqtrade since the beginning and optimizes mostly for short trade duration and avoiding losses.
 
 A different loss function can be specified by using the `--hyperopt-loss <Class-name>` argument.
 This class should be in its own file within the `user_data/hyperopts/` directory.
diff --git a/docs/rest-api.md b/docs/rest-api.md
index 187a71c97..b68364f39 100644
--- a/docs/rest-api.md
+++ b/docs/rest-api.md
@@ -74,7 +74,7 @@ docker run -d \
 ## Consuming the API
 
 You can consume the API by using the script `scripts/rest_client.py`.
-The client script only requires the `requests` module, so FreqTrade does not need to be installed on the system.
+The client script only requires the `requests` module, so Freqtrade does not need to be installed on the system.
 
 ``` bash
 python3 scripts/rest_client.py <command> [optional parameters]
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 1776955b1..cdc8cb8f1 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -59,7 +59,8 @@ AVAILABLE_CLI_OPTIONS = {
     ),
     "config": Arg(
         '-c', '--config',
-        help=f'Specify configuration file (default: `{constants.DEFAULT_CONFIG}`). '
+        help=f'Specify configuration file (default: `userdir/{constants.DEFAULT_CONFIG}` '
+        f'or `config.json` whichever exists). '
         f'Multiple --config options may be used. '
         f'Can be set to `-` to read config from stdin.',
         action='append',

From 1bc26fd07a11bf064098e544e4a42063d3294b90 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 14 Feb 2020 21:46:22 +0300
Subject: [PATCH 0507/1106] Add printing statuses for list-hyperopts

---
 freqtrade/commands/list_commands.py | 21 ++++++++++-----------
 1 file changed, 10 insertions(+), 11 deletions(-)

diff --git a/freqtrade/commands/list_commands.py b/freqtrade/commands/list_commands.py
index 782cd074e..a2ac388b0 100644
--- a/freqtrade/commands/list_commands.py
+++ b/freqtrade/commands/list_commands.py
@@ -38,7 +38,7 @@ def start_list_exchanges(args: Dict[str, Any]) -> None:
 
 def _print_objs_tabular(objs: List) -> None:
     names = [s['name'] for s in objs]
-    strats_to_print = [{
+    objss_to_print = [{
         'name': s['name'] if s['name'] else "--",
         'location': s['location'].name,
         'status': ("LOAD FAILED" if s['class'] is None
@@ -46,7 +46,7 @@ def _print_objs_tabular(objs: List) -> None:
                    else "DUPLICATED NAME")
     } for s in objs]
 
-    print(tabulate(strats_to_print, headers='keys', tablefmt='pipe'))
+    print(tabulate(objss_to_print, headers='keys', tablefmt='pipe'))
 
 
 def start_list_strategies(args: Dict[str, Any]) -> None:
@@ -56,14 +56,14 @@ def start_list_strategies(args: Dict[str, Any]) -> None:
     config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
 
     directory = Path(config.get('strategy_path', config['user_data_dir'] / USERPATH_STRATEGIES))
-    strategies = StrategyResolver.search_all_objects(directory, not args['print_one_column'])
+    strategy_objs = StrategyResolver.search_all_objects(directory, not args['print_one_column'])
     # Sort alphabetically
-    strategies = sorted(strategies, key=lambda x: x['name'])
+    strategy_objs = sorted(strategy_objs, key=lambda x: x['name'])
 
     if args['print_one_column']:
-        print('\n'.join([s['name'] for s in strategies]))
+        print('\n'.join([s['name'] for s in strategy_objs]))
     else:
-        _print_objs_tabular(strategies)
+        _print_objs_tabular(strategy_objs)
 
 
 def start_list_hyperopts(args: Dict[str, Any]) -> None:
@@ -75,15 +75,14 @@ def start_list_hyperopts(args: Dict[str, Any]) -> None:
     config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
 
     directory = Path(config.get('hyperopt_path', config['user_data_dir'] / USERPATH_HYPEROPTS))
-    hyperopts = HyperOptResolver.search_all_objects(directory)
+    hyperopt_objs = HyperOptResolver.search_all_objects(directory, not args['print_one_column'])
     # Sort alphabetically
-    hyperopts = sorted(hyperopts, key=lambda x: x['name'])
-    hyperopts_to_print = [{'name': s['name'], 'location': s['location'].name} for s in hyperopts]
+    hyperopt_objs = sorted(hyperopt_objs, key=lambda x: x['name'])
 
     if args['print_one_column']:
-        print('\n'.join([s['name'] for s in hyperopts]))
+        print('\n'.join([s['name'] for s in hyperopt_objs]))
     else:
-        print(tabulate(hyperopts_to_print, headers='keys', tablefmt='pipe'))
+        _print_objs_tabular(hyperopt_objs)
 
 
 def start_list_timeframes(args: Dict[str, Any]) -> None:

From c92e1d97d65b796a061d19081f701cac6aa59ce3 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 14 Feb 2020 21:52:02 +0300
Subject: [PATCH 0508/1106] Attempt to make mypy happy

---
 freqtrade/resolvers/iresolver.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index 8b5aa1dff..d674daa9a 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -89,7 +89,7 @@ class IResolver:
                 continue
             module_path = entry.resolve()
 
-            obj = next(cls._get_valid_object(module_path, object_name), None)
+            obj = next(cls._get_valid_object(module_path, object_name), None)  # noqa
 
             if obj:
                 return (obj, module_path)

From 5efbdd25a7776c55eb8fbfb43a0e4b09213b4c41 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 14 Feb 2020 20:04:05 +0100
Subject: [PATCH 0509/1106] Properly default to user_data/config.json if it
 exists

---
 docs/bot-usage.md               | 52 +++++++++++++++++++++------------
 freqtrade/commands/arguments.py | 10 +++++--
 tests/test_arguments.py         | 24 +++++++++++++--
 tests/test_main.py              |  5 +++-
 4 files changed, 66 insertions(+), 25 deletions(-)

diff --git a/docs/bot-usage.md b/docs/bot-usage.md
index 56e6008a1..dbc111d44 100644
--- a/docs/bot-usage.md
+++ b/docs/bot-usage.md
@@ -58,9 +58,10 @@ Common arguments:
                         details.
   -V, --version         show program's version number and exit
   -c PATH, --config PATH
-                        Specify configuration file (default: `config.json`).
-                        Multiple --config options may be used. Can be set to
-                        `-` to read config from stdin.
+                        Specify configuration file (default:
+                        `userdir/config.json` or `config.json` whichever
+                        exists). Multiple --config options may be used. Can be
+                        set to `-` to read config from stdin.
   -d PATH, --datadir PATH
                         Path to directory with historical backtesting data.
   --userdir PATH, --user-data-dir PATH
@@ -71,6 +72,7 @@ Strategy arguments:
                         Specify strategy class name which will be used by the
                         bot.
   --strategy-path PATH  Specify additional strategy lookup path.
+.
 
 ```
 
@@ -242,12 +244,15 @@ optional arguments:
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
-  --logfile FILE        Log to the file specified.
+  --logfile FILE        Log to the file specified. Special values are:
+                        'syslog', 'journald'. See the documentation for more
+                        details.
   -V, --version         show program's version number and exit
   -c PATH, --config PATH
-                        Specify configuration file (default: `config.json`).
-                        Multiple --config options may be used. Can be set to
-                        `-` to read config from stdin.
+                        Specify configuration file (default:
+                        `userdir/config.json` or `config.json` whichever
+                        exists). Multiple --config options may be used. Can be
+                        set to `-` to read config from stdin.
   -d PATH, --datadir PATH
                         Path to directory with historical backtesting data.
   --userdir PATH, --user-data-dir PATH
@@ -280,7 +285,7 @@ usage: freqtrade hyperopt [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH]
                           [--stake-amount STAKE_AMOUNT] [--fee FLOAT]
                           [--hyperopt NAME] [--hyperopt-path PATH] [--eps]
                           [-e INT]
-                          [--spaces {all,buy,sell,roi,stoploss} [{all,buy,sell,roi,stoploss} ...]]
+                          [--spaces {all,buy,sell,roi,stoploss,trailing,default} [{all,buy,sell,roi,stoploss,trailing,default} ...]]
                           [--dmmp] [--print-all] [--no-color] [--print-json]
                           [-j JOBS] [--random-state INT] [--min-trades INT]
                           [--continue] [--hyperopt-loss NAME]
@@ -308,9 +313,9 @@ optional arguments:
                         Allow buying the same pair multiple times (position
                         stacking).
   -e INT, --epochs INT  Specify number of epochs (default: 100).
-  --spaces {all,buy,sell,roi,stoploss} [{all,buy,sell,roi,stoploss} ...]
+  --spaces {all,buy,sell,roi,stoploss,trailing,default} [{all,buy,sell,roi,stoploss,trailing,default} ...]
                         Specify which parameters to hyperopt. Space-separated
-                        list. Default: `all`.
+                        list.
   --dmmp, --disable-max-market-positions
                         Disable applying `max_open_trades` during backtest
                         (same as setting `max_open_trades` to a very high
@@ -338,16 +343,20 @@ optional arguments:
                         target for optimization is different. Built-in
                         Hyperopt-loss-functions are: DefaultHyperOptLoss,
                         OnlyProfitHyperOptLoss, SharpeHyperOptLoss,
-                        SharpeHyperOptLossDaily (default: `DefaultHyperOptLoss`).
+                        SharpeHyperOptLossDaily.(default:
+                        `DefaultHyperOptLoss`).
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
-  --logfile FILE        Log to the file specified.
+  --logfile FILE        Log to the file specified. Special values are:
+                        'syslog', 'journald'. See the documentation for more
+                        details.
   -V, --version         show program's version number and exit
   -c PATH, --config PATH
-                        Specify configuration file (default: `config.json`).
-                        Multiple --config options may be used. Can be set to
-                        `-` to read config from stdin.
+                        Specify configuration file (default:
+                        `userdir/config.json` or `config.json` whichever
+                        exists). Multiple --config options may be used. Can be
+                        set to `-` to read config from stdin.
   -d PATH, --datadir PATH
                         Path to directory with historical backtesting data.
   --userdir PATH, --user-data-dir PATH
@@ -358,6 +367,7 @@ Strategy arguments:
                         Specify strategy class name which will be used by the
                         bot.
   --strategy-path PATH  Specify additional strategy lookup path.
+
 ```
 
 ## Edge commands
@@ -394,12 +404,15 @@ optional arguments:
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
-  --logfile FILE        Log to the file specified.
+  --logfile FILE        Log to the file specified. Special values are:
+                        'syslog', 'journald'. See the documentation for more
+                        details.
   -V, --version         show program's version number and exit
   -c PATH, --config PATH
-                        Specify configuration file (default: `config.json`).
-                        Multiple --config options may be used. Can be set to
-                        `-` to read config from stdin.
+                        Specify configuration file (default:
+                        `userdir/config.json` or `config.json` whichever
+                        exists). Multiple --config options may be used. Can be
+                        set to `-` to read config from stdin.
   -d PATH, --datadir PATH
                         Path to directory with historical backtesting data.
   --userdir PATH, --user-data-dir PATH
@@ -410,6 +423,7 @@ Strategy arguments:
                         Specify strategy class name which will be used by the
                         bot.
   --strategy-path PATH  Specify additional strategy lookup path.
+
 ```
 
 To understand edge and how to read the results, please read the [edge documentation](edge.md).
diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index d37870ea0..580c9e298 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -111,10 +111,14 @@ class Arguments:
             conf_required = ('command' in parsed_arg and parsed_arg.command in NO_CONF_REQURIED)
 
             if 'user_data_dir' in parsed_arg and parsed_arg.user_data_dir is not None:
+                user_dir = parsed_arg.user_data_dir
+            else:
+                # Default case
+                user_dir = 'user_data'
                 # Try loading from "user_data/config.json"
-                cfgfile = Path(parsed_arg.user_data_dir) / DEFAULT_CONFIG
-                if cfgfile.is_file() or not conf_required:
-                    parsed_arg.config = [str(cfgfile)]
+            cfgfile = Path(user_dir) / DEFAULT_CONFIG
+            if cfgfile.is_file():
+                parsed_arg.config = [str(cfgfile)]
             else:
                 # Else use "config.json".
                 cfgfile = Path.cwd() / DEFAULT_CONFIG
diff --git a/tests/test_arguments.py b/tests/test_arguments.py
index 60da0082a..61bca04a4 100644
--- a/tests/test_arguments.py
+++ b/tests/test_arguments.py
@@ -18,7 +18,8 @@ def test_parse_args_none() -> None:
     assert isinstance(arguments.parser, argparse.ArgumentParser)
 
 
-def test_parse_args_defaults() -> None:
+def test_parse_args_defaults(mocker) -> None:
+    mocker.patch.object(Path, "is_file", MagicMock(side_effect=[False, True]))
     args = Arguments(['trade']).get_parsed_arg()
     assert args["config"] == ['config.json']
     assert args["strategy_path"] is None
@@ -26,6 +27,25 @@ def test_parse_args_defaults() -> None:
     assert args["verbosity"] == 0
 
 
+def test_parse_args_default_userdatadir(mocker) -> None:
+    mocker.patch.object(Path, "is_file", MagicMock(return_value=True))
+    args = Arguments(['trade']).get_parsed_arg()
+    # configuration defaults to user_data if that is available.
+    assert args["config"] == ['user_data/config.json']
+    assert args["strategy_path"] is None
+    assert args["datadir"] is None
+    assert args["verbosity"] == 0
+
+
+def test_parse_args_userdatadir(mocker) -> None:
+    mocker.patch.object(Path, "is_file", MagicMock(return_value=True))
+    args = Arguments(['trade', '--user-data-dir', 'user_data']).get_parsed_arg()
+    # configuration defaults to user_data if that is available.
+    assert args["config"] == ['user_data/config.json']
+    assert args["strategy_path"] is None
+    assert args["datadir"] is None
+    assert args["verbosity"] == 0
+
 def test_parse_args_config() -> None:
     args = Arguments(['trade', '-c', '/dev/null']).get_parsed_arg()
     assert args["config"] == ['/dev/null']
@@ -208,7 +228,7 @@ def test_config_notrequired(mocker) -> None:
     assert pargs["config"] is None
 
     # When file exists:
-    mocker.patch.object(Path, "is_file", MagicMock(return_value=True))
+    mocker.patch.object(Path, "is_file", MagicMock(side_effect=[False, True]))
     args = [
         'download-data',
     ]
diff --git a/tests/test_main.py b/tests/test_main.py
index 1229f748a..70b784002 100644
--- a/tests/test_main.py
+++ b/tests/test_main.py
@@ -5,8 +5,9 @@ from unittest.mock import MagicMock, PropertyMock
 
 import pytest
 
+from pathlib import Path
 from freqtrade.commands import Arguments
-from freqtrade.exceptions import OperationalException, FreqtradeException
+from freqtrade.exceptions import FreqtradeException, OperationalException
 from freqtrade.freqtradebot import FreqtradeBot
 from freqtrade.main import main
 from freqtrade.state import State
@@ -26,6 +27,7 @@ def test_parse_args_backtesting(mocker) -> None:
     Test that main() can start backtesting and also ensure we can pass some specific arguments
     further argument parsing is done in test_arguments.py
     """
+    mocker.patch.object(Path, "is_file", MagicMock(side_effect=[False, True]))
     backtesting_mock = mocker.patch('freqtrade.commands.start_backtesting')
     backtesting_mock.__name__ = PropertyMock("start_backtesting")
     # it's sys.exit(0) at the end of backtesting
@@ -42,6 +44,7 @@ def test_parse_args_backtesting(mocker) -> None:
 
 
 def test_main_start_hyperopt(mocker) -> None:
+    mocker.patch.object(Path, "is_file", MagicMock(side_effect=[False, True]))
     hyperopt_mock = mocker.patch('freqtrade.commands.start_hyperopt', MagicMock())
     hyperopt_mock.__name__ = PropertyMock("start_hyperopt")
     # it's sys.exit(0) at the end of hyperopt

From d5a298bbb7dd3db6be8f16c7ec1376fc7c677901 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 14 Feb 2020 20:12:26 +0100
Subject: [PATCH 0510/1106] Add sentence from suggestion

---
 docs/strategy_analysis_example.md                   | 1 +
 freqtrade/templates/strategy_analysis_example.ipynb | 3 ++-
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/docs/strategy_analysis_example.md b/docs/strategy_analysis_example.md
index f3f9b46c3..53b35ca09 100644
--- a/docs/strategy_analysis_example.md
+++ b/docs/strategy_analysis_example.md
@@ -1,6 +1,7 @@
 # Strategy analysis example
 
 Debugging a strategy can be time-consuming. Freqtrade offers helper functions to visualize raw data.
+The following assumes you work with SampleStrategy, data for 5m timeframe from Binance and have downloaded them into the data directory in the default location.
 
 ## Setup
 
diff --git a/freqtrade/templates/strategy_analysis_example.ipynb b/freqtrade/templates/strategy_analysis_example.ipynb
index 021056df2..399235cfe 100644
--- a/freqtrade/templates/strategy_analysis_example.ipynb
+++ b/freqtrade/templates/strategy_analysis_example.ipynb
@@ -6,7 +6,8 @@
    "source": [
     "# Strategy analysis example\n",
     "\n",
-    "Debugging a strategy can be time-consuming. Freqtrade offers helper functions to visualize raw data."
+    "Debugging a strategy can be time-consuming. Freqtrade offers helper functions to visualize raw data.\n",
+    "The following assumes you work with SampleStrategy, data for 5m timeframe from Binance and have downloaded them into the data directory in the default location."
    ]
   },
   {

From ecca7164d91a41ee252c93c2533e6e7737d0db71 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 14 Feb 2020 20:13:36 +0100
Subject: [PATCH 0511/1106] Fix small issue

---
 tests/test_arguments.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/test_arguments.py b/tests/test_arguments.py
index 61bca04a4..22383661b 100644
--- a/tests/test_arguments.py
+++ b/tests/test_arguments.py
@@ -46,6 +46,7 @@ def test_parse_args_userdatadir(mocker) -> None:
     assert args["datadir"] is None
     assert args["verbosity"] == 0
 
+
 def test_parse_args_config() -> None:
     args = Arguments(['trade', '-c', '/dev/null']).get_parsed_arg()
     assert args["config"] == ['/dev/null']

From f024cc40d3808bfd75d55e75f8a8370b86cae57e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 14 Feb 2020 20:21:09 +0100
Subject: [PATCH 0512/1106] Fix windows test failure

---
 tests/test_arguments.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/test_arguments.py b/tests/test_arguments.py
index 22383661b..0052a61d0 100644
--- a/tests/test_arguments.py
+++ b/tests/test_arguments.py
@@ -31,7 +31,7 @@ def test_parse_args_default_userdatadir(mocker) -> None:
     mocker.patch.object(Path, "is_file", MagicMock(return_value=True))
     args = Arguments(['trade']).get_parsed_arg()
     # configuration defaults to user_data if that is available.
-    assert args["config"] == ['user_data/config.json']
+    assert args["config"] == [str(Path('user_data/config.json'))]
     assert args["strategy_path"] is None
     assert args["datadir"] is None
     assert args["verbosity"] == 0
@@ -41,7 +41,7 @@ def test_parse_args_userdatadir(mocker) -> None:
     mocker.patch.object(Path, "is_file", MagicMock(return_value=True))
     args = Arguments(['trade', '--user-data-dir', 'user_data']).get_parsed_arg()
     # configuration defaults to user_data if that is available.
-    assert args["config"] == ['user_data/config.json']
+    assert args["config"] == [str(Path('user_data/config.json'))]
     assert args["strategy_path"] is None
     assert args["datadir"] is None
     assert args["verbosity"] == 0

From e598c769d448db0a03c7c7df5d470d3a389d8cee Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 14 Feb 2020 22:28:49 +0300
Subject: [PATCH 0513/1106] Add colorization

---
 freqtrade/commands/arguments.py     |  4 ++--
 freqtrade/commands/list_commands.py | 23 +++++++++++++++++------
 2 files changed, 19 insertions(+), 8 deletions(-)

diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index fe6f49039..063a152fe 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -30,9 +30,9 @@ ARGS_HYPEROPT = ARGS_COMMON_OPTIMIZE + ["hyperopt", "hyperopt_path",
 
 ARGS_EDGE = ARGS_COMMON_OPTIMIZE + ["stoploss_range"]
 
-ARGS_LIST_STRATEGIES = ["strategy_path", "print_one_column"]
+ARGS_LIST_STRATEGIES = ["strategy_path", "print_one_column", "print_colorized"]
 
-ARGS_LIST_HYPEROPTS = ["hyperopt_path", "print_one_column"]
+ARGS_LIST_HYPEROPTS = ["hyperopt_path", "print_one_column", "print_colorized"]
 
 ARGS_LIST_EXCHANGES = ["print_one_column", "list_exchanges_all"]
 
diff --git a/freqtrade/commands/list_commands.py b/freqtrade/commands/list_commands.py
index a2ac388b0..6a2ccbfcf 100644
--- a/freqtrade/commands/list_commands.py
+++ b/freqtrade/commands/list_commands.py
@@ -5,6 +5,8 @@ from collections import OrderedDict
 from pathlib import Path
 from typing import Any, Dict, List
 
+from colorama import init as colorama_init
+from colorama import Fore, Style
 import rapidjson
 from tabulate import tabulate
 
@@ -36,14 +38,23 @@ def start_list_exchanges(args: Dict[str, Any]) -> None:
             print(f"Exchanges available for Freqtrade: {', '.join(exchanges)}")
 
 
-def _print_objs_tabular(objs: List) -> None:
+def _print_objs_tabular(objs: List, print_colorized: bool) -> None:
+    if print_colorized:
+        colorama_init(autoreset=True)
+
     names = [s['name'] for s in objs]
     objss_to_print = [{
         'name': s['name'] if s['name'] else "--",
         'location': s['location'].name,
-        'status': ("LOAD FAILED" if s['class'] is None
-                   else "OK" if names.count(s['name']) == 1
-                   else "DUPLICATED NAME")
+        'status': (((Fore.RED if print_colorized else '') +
+                    "LOAD FAILED" + (Style.RESET_ALL if print_colorized else ''))
+                   if s['class'] is None
+                   else ((Fore.GREEN if print_colorized else '') +
+                         "OK" + (Style.RESET_ALL if print_colorized else ''))
+                   if names.count(s['name']) == 1
+                   else ((Fore.YELLOW if print_colorized else '') +
+                         "DUPLICATED NAME" +
+                         (Style.RESET_ALL if print_colorized else '')))
     } for s in objs]
 
     print(tabulate(objss_to_print, headers='keys', tablefmt='pipe'))
@@ -63,7 +74,7 @@ def start_list_strategies(args: Dict[str, Any]) -> None:
     if args['print_one_column']:
         print('\n'.join([s['name'] for s in strategy_objs]))
     else:
-        _print_objs_tabular(strategy_objs)
+        _print_objs_tabular(strategy_objs, config.get('print_colorized', False))
 
 
 def start_list_hyperopts(args: Dict[str, Any]) -> None:
@@ -82,7 +93,7 @@ def start_list_hyperopts(args: Dict[str, Any]) -> None:
     if args['print_one_column']:
         print('\n'.join([s['name'] for s in hyperopt_objs]))
     else:
-        _print_objs_tabular(hyperopt_objs)
+        _print_objs_tabular(hyperopt_objs, config.get('print_colorized', False))
 
 
 def start_list_timeframes(args: Dict[str, Any]) -> None:

From 47a91c9d8ec0706add136b3b1713c586fadf4b5e Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 14 Feb 2020 22:32:46 +0300
Subject: [PATCH 0514/1106] Remove green color

---
 freqtrade/commands/list_commands.py | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/freqtrade/commands/list_commands.py b/freqtrade/commands/list_commands.py
index 6a2ccbfcf..67ee59375 100644
--- a/freqtrade/commands/list_commands.py
+++ b/freqtrade/commands/list_commands.py
@@ -49,9 +49,7 @@ def _print_objs_tabular(objs: List, print_colorized: bool) -> None:
         'status': (((Fore.RED if print_colorized else '') +
                     "LOAD FAILED" + (Style.RESET_ALL if print_colorized else ''))
                    if s['class'] is None
-                   else ((Fore.GREEN if print_colorized else '') +
-                         "OK" + (Style.RESET_ALL if print_colorized else ''))
-                   if names.count(s['name']) == 1
+                   else "OK" if names.count(s['name']) == 1
                    else ((Fore.YELLOW if print_colorized else '') +
                          "DUPLICATED NAME" +
                          (Style.RESET_ALL if print_colorized else '')))

From 06b84b4086d6807bb6ac861973028e799dcaea91 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 14 Feb 2020 23:13:49 +0300
Subject: [PATCH 0515/1106] Remove redundant code

---
 freqtrade/resolvers/iresolver.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index d674daa9a..84dee85cd 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -164,7 +164,7 @@ class IResolver:
                                              enum_failed=enum_failed):
                 objects.append(
                     {'name': obj.__name__ if obj is not None else '',
-                     'class': obj if obj is not None else None,
+                     'class': obj,
                      'location': entry,
                      })
         return objects

From 93f9ff1b636724ad729a88b0dc4cb35fa6612e35 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 15 Feb 2020 04:22:21 +0300
Subject: [PATCH 0516/1106] Fix existing test

---
 tests/strategy/test_strategy.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/strategy/test_strategy.py b/tests/strategy/test_strategy.py
index d3977ae44..1b4b64f89 100644
--- a/tests/strategy/test_strategy.py
+++ b/tests/strategy/test_strategy.py
@@ -32,7 +32,7 @@ def test_search_strategy():
 
 def test_search_all_strategies():
     directory = Path(__file__).parent
-    strategies = StrategyResolver.search_all_objects(directory)
+    strategies = StrategyResolver.search_all_objects(directory, enum_failed=False)
     assert isinstance(strategies, list)
     assert len(strategies) == 3
     assert isinstance(strategies[0], dict)

From 29d9b6a46a94ed222a97bb1e14081c1948f2cca1 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 15 Feb 2020 04:32:10 +0300
Subject: [PATCH 0517/1106] Add test for enum failed

---
 tests/strategy/test_strategy.py | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/tests/strategy/test_strategy.py b/tests/strategy/test_strategy.py
index 1b4b64f89..3d3f0f424 100644
--- a/tests/strategy/test_strategy.py
+++ b/tests/strategy/test_strategy.py
@@ -30,7 +30,7 @@ def test_search_strategy():
     assert s is None
 
 
-def test_search_all_strategies():
+def test_search_all_strategies_no_failed():
     directory = Path(__file__).parent
     strategies = StrategyResolver.search_all_objects(directory, enum_failed=False)
     assert isinstance(strategies, list)
@@ -38,6 +38,15 @@ def test_search_all_strategies():
     assert isinstance(strategies[0], dict)
 
 
+def test_search_all_strategies_with_failed():
+    directory = Path(__file__).parent
+    strategies = StrategyResolver.search_all_objects(directory, enum_failed=True)
+    assert isinstance(strategies, list)
+    assert len(strategies) == 4
+    assert isinstance(strategies[0], dict)
+    assert strategies[0]['class'] is None
+
+
 def test_load_strategy(default_conf, result):
     default_conf.update({'strategy': 'SampleStrategy',
                          'strategy_path': str(Path(__file__).parents[2] / 'freqtrade/templates')

From 1cf19133f47237fa42e693e96bbdc42f072740ca Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 15 Feb 2020 05:17:34 +0300
Subject: [PATCH 0518/1106] Added missing failing strategy

---
 tests/strategy/failing_strategy.py | 87 ++++++++++++++++++++++++++++++
 1 file changed, 87 insertions(+)
 create mode 100644 tests/strategy/failing_strategy.py

diff --git a/tests/strategy/failing_strategy.py b/tests/strategy/failing_strategy.py
new file mode 100644
index 000000000..57a8cc1ae
--- /dev/null
+++ b/tests/strategy/failing_strategy.py
@@ -0,0 +1,87 @@
+
+# --- Do not remove these libs ---
+from freqtrade.strategy.interface import IStrategy
+from pandas import DataFrame
+# --------------------------------
+
+# Add your lib to import here
+import talib.abstract as ta
+
+import nonexiting_module  # noqa
+
+
+# This class is a sample. Feel free to customize it.
+class TestStrategyLegacy(IStrategy):
+    """
+    This is a test strategy using the legacy function headers, which will be
+    removed in a future update.
+    Please do not use this as a template, but refer to user_data/strategy/sample_strategy.py
+    for a uptodate version of this template.
+    """
+
+    # Minimal ROI designed for the strategy.
+    # This attribute will be overridden if the config file contains "minimal_roi"
+    minimal_roi = {
+        "40": 0.0,
+        "30": 0.01,
+        "20": 0.02,
+        "0": 0.04
+    }
+
+    # Optimal stoploss designed for the strategy
+    # This attribute will be overridden if the config file contains "stoploss"
+    stoploss = -0.10
+
+    # Optimal ticker interval for the strategy
+    ticker_interval = '5m'
+
+    def populate_indicators(self, dataframe: DataFrame) -> DataFrame:
+        """
+        Adds several different TA indicators to the given DataFrame
+
+        Performance Note: For the best performance be frugal on the number of indicators
+        you are using. Let uncomment only the indicator you are using in your strategies
+        or your hyperopt configuration, otherwise you will waste your memory and CPU usage.
+        """
+
+        # Momentum Indicator
+        # ------------------------------------
+
+        # ADX
+        dataframe['adx'] = ta.ADX(dataframe)
+
+        # TEMA - Triple Exponential Moving Average
+        dataframe['tema'] = ta.TEMA(dataframe, timeperiod=9)
+
+        return dataframe
+
+    def populate_buy_trend(self, dataframe: DataFrame) -> DataFrame:
+        """
+        Based on TA indicators, populates the buy signal for the given dataframe
+        :param dataframe: DataFrame
+        :return: DataFrame with buy column
+        """
+        dataframe.loc[
+            (
+                (dataframe['adx'] > 30) &
+                (dataframe['tema'] > dataframe['tema'].shift(1)) &
+                (dataframe['volume'] > 0)
+            ),
+            'buy'] = 1
+
+        return dataframe
+
+    def populate_sell_trend(self, dataframe: DataFrame) -> DataFrame:
+        """
+        Based on TA indicators, populates the sell signal for the given dataframe
+        :param dataframe: DataFrame
+        :return: DataFrame with buy column
+        """
+        dataframe.loc[
+            (
+                (dataframe['adx'] > 70) &
+                (dataframe['tema'] < dataframe['tema'].shift(1)) &
+                (dataframe['volume'] > 0)
+            ),
+            'sell'] = 1
+        return dataframe

From e8c0a0bcd3b242e49f02a620d489cf352b548aa3 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 15 Feb 2020 06:18:00 +0300
Subject: [PATCH 0519/1106] Make mypy happy

---
 freqtrade/resolvers/iresolver.py | 10 ++++------
 1 file changed, 4 insertions(+), 6 deletions(-)

diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index 84dee85cd..34f3934b6 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -7,7 +7,7 @@ import importlib.util
 import inspect
 import logging
 from pathlib import Path
-from typing import Any, Dict, Generator, List, Optional, Tuple, Type, Union
+from typing import Any, Dict, Iterator, List, Optional, Tuple, Type, Union
 
 from freqtrade.exceptions import OperationalException
 
@@ -40,10 +40,8 @@ class IResolver:
         return abs_paths
 
     @classmethod
-    def _get_valid_object(cls, module_path: Path,
-                          object_name: Optional[str],
-                          enum_failed: bool = False) -> Union[Generator[Any, None, None],
-                                                              Tuple[None]]:
+    def _get_valid_object(cls, module_path: Path, object_name: Optional[str],
+                          enum_failed: bool = False) -> Iterator[Any]:
         """
         Generator returning objects with matching object_type and object_name in the path given.
         :param module_path: absolute path to the module
@@ -63,7 +61,7 @@ class IResolver:
             # Catch errors in case a specific module is not installed
             logger.warning(f"Could not import {module_path} due to '{err}'")
             if enum_failed:
-                return (None, )
+                return iter([None])
 
         valid_objects_gen = (
             obj for name, obj in inspect.getmembers(module, inspect.isclass)

From ddea4b9300f12fcd099f0e4f5724bf290ec17881 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 15 Feb 2020 06:54:18 +0300
Subject: [PATCH 0520/1106] Fix test

---
 tests/strategy/test_strategy.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/tests/strategy/test_strategy.py b/tests/strategy/test_strategy.py
index 3d3f0f424..379260599 100644
--- a/tests/strategy/test_strategy.py
+++ b/tests/strategy/test_strategy.py
@@ -43,8 +43,10 @@ def test_search_all_strategies_with_failed():
     strategies = StrategyResolver.search_all_objects(directory, enum_failed=True)
     assert isinstance(strategies, list)
     assert len(strategies) == 4
-    assert isinstance(strategies[0], dict)
-    assert strategies[0]['class'] is None
+    # with enum_failed=True search_all_objects() shall find 3 good strategies
+    # and 1 which fails to load
+    assert len([x for x in strategies if x['class'] is not None]) == 3
+    assert len([x for x in strategies if x['class'] is None]) == 1
 
 
 def test_load_strategy(default_conf, result):

From 42a5d78e607f226e4e65cf5157f65bdf28ec54f5 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 15 Feb 2020 07:19:24 +0300
Subject: [PATCH 0521/1106] Wording (duplicate, not duplicated)

---
 freqtrade/commands/list_commands.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/commands/list_commands.py b/freqtrade/commands/list_commands.py
index 67ee59375..0cfc78596 100644
--- a/freqtrade/commands/list_commands.py
+++ b/freqtrade/commands/list_commands.py
@@ -51,7 +51,7 @@ def _print_objs_tabular(objs: List, print_colorized: bool) -> None:
                    if s['class'] is None
                    else "OK" if names.count(s['name']) == 1
                    else ((Fore.YELLOW if print_colorized else '') +
-                         "DUPLICATED NAME" +
+                         "DUPLICATE NAME" +
                          (Style.RESET_ALL if print_colorized else '')))
     } for s in objs]
 

From fdd362299f5c7018f500b626f884f7dd27c17e62 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 15 Feb 2020 07:34:39 +0300
Subject: [PATCH 0522/1106] Docs adjusted

---
 docs/utils.md | 23 ++++++++++++++++-------
 1 file changed, 16 insertions(+), 7 deletions(-)

diff --git a/docs/utils.md b/docs/utils.md
index abb7fd0db..cdf0c31af 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -144,38 +144,47 @@ freqtrade new-hyperopt --userdir ~/.freqtrade/ --hyperopt AwesomeHyperopt
 
 Use the `list-strategies` subcommand to see all strategies in one particular directory and the `list-hyperopts` subcommand to list custom Hyperopts.
 
+These subcommands are useful for finding problems in your environment with loading strategies or hyperopt classes: modules with strategies or hyperopt classes that contain errors and failed to load are printed in red (LOAD FAILED), while strategies or hyperopt classes with duplicate names are printed in yellow (DUPLICATE NAME).
+
 ```
-freqtrade list-strategies --help
-usage: freqtrade list-strategies [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH] [--userdir PATH] [--strategy-path PATH] [-1]
+usage: freqtrade list-strategies [-h] [-v] [--logfile FILE] [-V] [-c PATH]
+                                 [-d PATH] [--userdir PATH]
+                                 [--strategy-path PATH] [-1] [--no-color]
 
 optional arguments:
   -h, --help            show this help message and exit
   --strategy-path PATH  Specify additional strategy lookup path.
   -1, --one-column      Print output in one column.
+  --no-color            Disable colorization of hyperopt results. May be
+                        useful if you are redirecting output to a file.
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
-  --logfile FILE        Log to the file specified. Special values are: 'syslog', 'journald'. See the documentation for more details.
+  --logfile FILE        Log to the file specified. Special values are:
+                        'syslog', 'journald'. See the documentation for more
+                        details.
   -V, --version         show program's version number and exit
   -c PATH, --config PATH
-                        Specify configuration file (default: `config.json`). Multiple --config options may be used. Can be set to `-`
-                        to read config from stdin.
+                        Specify configuration file (default: `config.json`).
+                        Multiple --config options may be used. Can be set to
+                        `-` to read config from stdin.
   -d PATH, --datadir PATH
                         Path to directory with historical backtesting data.
   --userdir PATH, --user-data-dir PATH
                         Path to userdata directory.
 ```
 ```
-freqtrade list-hyperopts --help
 usage: freqtrade list-hyperopts [-h] [-v] [--logfile FILE] [-V] [-c PATH]
                                 [-d PATH] [--userdir PATH]
-                                [--hyperopt-path PATH] [-1]
+                                [--hyperopt-path PATH] [-1] [--no-color]
 
 optional arguments:
   -h, --help            show this help message and exit
   --hyperopt-path PATH  Specify additional lookup path for Hyperopt and
                         Hyperopt Loss functions.
   -1, --one-column      Print output in one column.
+  --no-color            Disable colorization of hyperopt results. May be
+                        useful if you are redirecting output to a file.
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).

From 87b506972f5b99f11e4f5c97a54f69c716283558 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 15 Feb 2020 13:12:29 +0100
Subject: [PATCH 0523/1106] Fix edge documentation rendering

---
 docs/edge.md | 26 +++++++++++++-------------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/docs/edge.md b/docs/edge.md
index dcefe7451..6a301b044 100644
--- a/docs/edge.md
+++ b/docs/edge.md
@@ -145,19 +145,19 @@ Edge module has following configuration options:
 
 |  Parameter | Description |
 |------------|-------------|
-| `enabled` | If true, then Edge will run periodically. <br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
-| `process_throttle_secs` | How often should Edge run in seconds. <br>*Defaults to `3600` (once per hour).* <br> ***Datatype:*** *Integer*
-| `calculate_since_number_of_days` | Number of days of data against which Edge calculates Win Rate, Risk Reward and Expectancy. <br> **Note** that it downloads historical data so increasing this number would lead to slowing down the bot. <br>*Defaults to `7`.* <br> ***Datatype:*** *Integer*
-| `capital_available_percentage` | **DEPRECATED - [replaced with `tradable_balance_ratio`](configuration.md#Available balance)** This is the percentage of the total capital on exchange in stake currency. <br>As an example if you have 10 ETH available in your wallet on the exchange and this value is 0.5 (which is 50%), then the bot will use a maximum amount of 5 ETH for trading and considers it as available capital. <br>*Defaults to `0.5`.* <br> ***Datatype:*** *Float*
-| `allowed_risk` | Ratio of allowed risk per trade. <br>*Defaults to `0.01` (1%)).* <br> ***Datatype:*** *Float*
-| `stoploss_range_min` | Minimum stoploss. <br>*Defaults to `-0.01`.* <br> ***Datatype:*** *Float*
-| `stoploss_range_max` | Maximum stoploss. <br>*Defaults to `-0.10`.* <br> ***Datatype:*** *Float*
-| `stoploss_range_step` | As an example if this is set to -0.01 then Edge will test the strategy for `[-0.01, -0,02, -0,03 ..., -0.09, -0.10]` ranges. <br> **Note** than having a smaller step means having a bigger range which could lead to slow calculation. <br> If you set this parameter to -0.001, you then slow down the Edge calculation by a factor of 10. <br>*Defaults to `-0.001`.* <br> ***Datatype:*** *Float*
-| `minimum_winrate` | It filters out pairs which don't have at least minimum_winrate. <br>This comes handy if you want to be conservative and don't comprise win rate in favour of risk reward ratio. <br>*Defaults to `0.60`.* <br> ***Datatype:*** *Float*
-| `minimum_expectancy` | It filters out pairs which have the expectancy lower than this number. <br>Having an expectancy of 0.20 means if you put 10$ on a trade you expect a 12$ return. <br>*Defaults to `0.20`.* <br> ***Datatype:*** *Float*
-| `min_trade_number` | When calculating *W*, *R* and *E* (expectancy) against historical data, you always want to have a minimum number of trades. The more this number is the more Edge is reliable. <br>Having a win rate of 100% on a single trade doesn't mean anything at all. But having a win rate of 70% over past 100 trades means clearly something. <br>*Defaults to `10` (it is highly recommended not to decrease this number).* <br> ***Datatype:*** *Integer*
-| `max_trade_duration_minute` | Edge will filter out trades with long duration. If a trade is profitable after 1 month, it is hard to evaluate the strategy based on it. But if most of trades are profitable and they have maximum duration of 30 minutes, then it is clearly a good sign.<br>**NOTICE:** While configuring this value, you should take into consideration your ticker interval. As an example filtering out trades having duration less than one day for a strategy which has 4h interval does not make sense. Default value is set assuming your strategy interval is relatively small (1m or 5m, etc.).<br>*Defaults to `1440` (one day).* <br> ***Datatype:*** *Integer*
-| `remove_pumps` | Edge will remove sudden pumps in a given market while going through historical data. However, given that pumps happen very often in crypto markets, we recommend you keep this off.<br>*Defaults to `false`.* <br> ***Datatype:*** *Boolean*
+| `enabled` | If true, then Edge will run periodically. <br>*Defaults to `false`.* <br> **Datatype:** Boolean
+| `process_throttle_secs` | How often should Edge run in seconds. <br>*Defaults to `3600` (once per hour).* <br> **Datatype:** Integer
+| `calculate_since_number_of_days` | Number of days of data against which Edge calculates Win Rate, Risk Reward and Expectancy. <br> **Note** that it downloads historical data so increasing this number would lead to slowing down the bot. <br>*Defaults to `7`.* <br> **Datatype:** Integer
+| `capital_available_percentage` | **DEPRECATED - [replaced with `tradable_balance_ratio`](configuration.md#Available balance)** This is the percentage of the total capital on exchange in stake currency. <br>As an example if you have 10 ETH available in your wallet on the exchange and this value is 0.5 (which is 50%), then the bot will use a maximum amount of 5 ETH for trading and considers it as available capital. <br>*Defaults to `0.5`.* <br> **Datatype:** Float
+| `allowed_risk` | Ratio of allowed risk per trade. <br>*Defaults to `0.01` (1%)).* <br> **Datatype:** Float
+| `stoploss_range_min` | Minimum stoploss. <br>*Defaults to `-0.01`.* <br> **Datatype:** Float
+| `stoploss_range_max` | Maximum stoploss. <br>*Defaults to `-0.10`.* <br> **Datatype:** Float
+| `stoploss_range_step` | As an example if this is set to -0.01 then Edge will test the strategy for `[-0.01, -0,02, -0,03 ..., -0.09, -0.10]` ranges. <br> **Note** than having a smaller step means having a bigger range which could lead to slow calculation. <br> If you set this parameter to -0.001, you then slow down the Edge calculation by a factor of 10. <br>*Defaults to `-0.001`.* <br> **Datatype:** Float
+| `minimum_winrate` | It filters out pairs which don't have at least minimum_winrate. <br>This comes handy if you want to be conservative and don't comprise win rate in favour of risk reward ratio. <br>*Defaults to `0.60`.* <br> **Datatype:** Float
+| `minimum_expectancy` | It filters out pairs which have the expectancy lower than this number. <br>Having an expectancy of 0.20 means if you put 10$ on a trade you expect a 12$ return. <br>*Defaults to `0.20`.* <br> **Datatype:** Float
+| `min_trade_number` | When calculating *W*, *R* and *E* (expectancy) against historical data, you always want to have a minimum number of trades. The more this number is the more Edge is reliable. <br>Having a win rate of 100% on a single trade doesn't mean anything at all. But having a win rate of 70% over past 100 trades means clearly something. <br>*Defaults to `10` (it is highly recommended not to decrease this number).* <br> **Datatype:** Integer
+| `max_trade_duration_minute` | Edge will filter out trades with long duration. If a trade is profitable after 1 month, it is hard to evaluate the strategy based on it. But if most of trades are profitable and they have maximum duration of 30 minutes, then it is clearly a good sign.<br>**NOTICE:** While configuring this value, you should take into consideration your ticker interval. As an example filtering out trades having duration less than one day for a strategy which has 4h interval does not make sense. Default value is set assuming your strategy interval is relatively small (1m or 5m, etc.).<br>*Defaults to `1440` (one day).* <br> **Datatype:** Integer
+| `remove_pumps` | Edge will remove sudden pumps in a given market while going through historical data. However, given that pumps happen very often in crypto markets, we recommend you keep this off.<br>*Defaults to `false`.* <br> **Datatype:** Boolean
 
 ## Running Edge independently
 

From 6139239b863b36522a7d96efdb859e830403bad9 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 15 Feb 2020 20:43:11 +0300
Subject: [PATCH 0524/1106] Address points stated in comments

---
 freqtrade/commands/list_commands.py | 15 +++--
 freqtrade/resolvers/iresolver.py    |  2 +-
 tests/strategy/failing_strategy.py  | 86 ++---------------------------
 3 files changed, 14 insertions(+), 89 deletions(-)

diff --git a/freqtrade/commands/list_commands.py b/freqtrade/commands/list_commands.py
index 0cfc78596..49674b81a 100644
--- a/freqtrade/commands/list_commands.py
+++ b/freqtrade/commands/list_commands.py
@@ -41,18 +41,21 @@ def start_list_exchanges(args: Dict[str, Any]) -> None:
 def _print_objs_tabular(objs: List, print_colorized: bool) -> None:
     if print_colorized:
         colorama_init(autoreset=True)
+        red = Fore.RED
+        yellow = Fore.YELLOW
+        reset = Style.RESET_ALL
+    else:
+        red = ''
+        yellow = ''
+        reset = ''
 
     names = [s['name'] for s in objs]
     objss_to_print = [{
         'name': s['name'] if s['name'] else "--",
         'location': s['location'].name,
-        'status': (((Fore.RED if print_colorized else '') +
-                    "LOAD FAILED" + (Style.RESET_ALL if print_colorized else ''))
-                   if s['class'] is None
+        'status': (red + "LOAD FAILED" + reset if s['class'] is None
                    else "OK" if names.count(s['name']) == 1
-                   else ((Fore.YELLOW if print_colorized else '') +
-                         "DUPLICATE NAME" +
-                         (Style.RESET_ALL if print_colorized else '')))
+                   else yellow + "DUPLICATE NAME" + reset)
     } for s in objs]
 
     print(tabulate(objss_to_print, headers='keys', tablefmt='pipe'))
diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index 34f3934b6..922a2700a 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -87,7 +87,7 @@ class IResolver:
                 continue
             module_path = entry.resolve()
 
-            obj = next(cls._get_valid_object(module_path, object_name), None)  # noqa
+            obj = next(cls._get_valid_object(module_path, object_name), None)
 
             if obj:
                 return (obj, module_path)
diff --git a/tests/strategy/failing_strategy.py b/tests/strategy/failing_strategy.py
index 57a8cc1ae..f8eaac3c3 100644
--- a/tests/strategy/failing_strategy.py
+++ b/tests/strategy/failing_strategy.py
@@ -1,87 +1,9 @@
-
-# --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
-from pandas import DataFrame
-# --------------------------------
-
-# Add your lib to import here
-import talib.abstract as ta
+# The strategy which fails to load due to non-existent dependency
 
 import nonexiting_module  # noqa
 
+from freqtrade.strategy.interface import IStrategy
+
 
-# This class is a sample. Feel free to customize it.
 class TestStrategyLegacy(IStrategy):
-    """
-    This is a test strategy using the legacy function headers, which will be
-    removed in a future update.
-    Please do not use this as a template, but refer to user_data/strategy/sample_strategy.py
-    for a uptodate version of this template.
-    """
-
-    # Minimal ROI designed for the strategy.
-    # This attribute will be overridden if the config file contains "minimal_roi"
-    minimal_roi = {
-        "40": 0.0,
-        "30": 0.01,
-        "20": 0.02,
-        "0": 0.04
-    }
-
-    # Optimal stoploss designed for the strategy
-    # This attribute will be overridden if the config file contains "stoploss"
-    stoploss = -0.10
-
-    # Optimal ticker interval for the strategy
-    ticker_interval = '5m'
-
-    def populate_indicators(self, dataframe: DataFrame) -> DataFrame:
-        """
-        Adds several different TA indicators to the given DataFrame
-
-        Performance Note: For the best performance be frugal on the number of indicators
-        you are using. Let uncomment only the indicator you are using in your strategies
-        or your hyperopt configuration, otherwise you will waste your memory and CPU usage.
-        """
-
-        # Momentum Indicator
-        # ------------------------------------
-
-        # ADX
-        dataframe['adx'] = ta.ADX(dataframe)
-
-        # TEMA - Triple Exponential Moving Average
-        dataframe['tema'] = ta.TEMA(dataframe, timeperiod=9)
-
-        return dataframe
-
-    def populate_buy_trend(self, dataframe: DataFrame) -> DataFrame:
-        """
-        Based on TA indicators, populates the buy signal for the given dataframe
-        :param dataframe: DataFrame
-        :return: DataFrame with buy column
-        """
-        dataframe.loc[
-            (
-                (dataframe['adx'] > 30) &
-                (dataframe['tema'] > dataframe['tema'].shift(1)) &
-                (dataframe['volume'] > 0)
-            ),
-            'buy'] = 1
-
-        return dataframe
-
-    def populate_sell_trend(self, dataframe: DataFrame) -> DataFrame:
-        """
-        Based on TA indicators, populates the sell signal for the given dataframe
-        :param dataframe: DataFrame
-        :return: DataFrame with buy column
-        """
-        dataframe.loc[
-            (
-                (dataframe['adx'] > 70) &
-                (dataframe['tema'] < dataframe['tema'].shift(1)) &
-                (dataframe['volume'] > 0)
-            ),
-            'sell'] = 1
-        return dataframe
+    pass

From 6e71f2f1662246b848d8137223c8449068f2348e Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sat, 15 Feb 2020 20:55:12 +0100
Subject: [PATCH 0525/1106] my fix

---
 freqtrade/rpc/rpc.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index c182aad2b..f6ac999f7 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -168,9 +168,9 @@ class RPC:
                         profit_str += f" ({fiat_profit:.2f})"
                 trades_list.append([
                     trade.id,
-                    trade.pair + '*' if (trade.open_order_id is not None
-                                         and trade.close_rate_requested is None) else ''
-                               + '**' if (trade.close_rate_requested is not None) else '',
+                    trade.pair + ['', '*'][trade.open_order_id is not None
+                                           and trade.close_rate_requested is None]
+                               + ['', '**'][trade.close_rate_requested is not None],
                     shorten_date(arrow.get(trade.open_date).humanize(only_distance=True)),
                     profit_str
                 ])

From 180939a962e1214b744999c449753be26024edad Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sat, 15 Feb 2020 21:01:45 +0100
Subject: [PATCH 0526/1106] winner, readability, with brackets as fix

---
 freqtrade/rpc/rpc.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index f6ac999f7..3411318bb 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -168,9 +168,9 @@ class RPC:
                         profit_str += f" ({fiat_profit:.2f})"
                 trades_list.append([
                     trade.id,
-                    trade.pair + ['', '*'][trade.open_order_id is not None
-                                           and trade.close_rate_requested is None]
-                               + ['', '**'][trade.close_rate_requested is not None],
+                    trade.pair + ('*' if (trade.open_order_id is not None
+                                          and trade.close_rate_requested is None) else '')
+                               + ('**' if (trade.close_rate_requested is not None) else ''),
                     shorten_date(arrow.get(trade.open_date).humanize(only_distance=True)),
                     profit_str
                 ])

From 161dd1a3e60e70928d7bab25f1a8913a079420f9 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 16 Feb 2020 03:55:16 +0300
Subject: [PATCH 0527/1106] Rename risk_free_return to minumum_accepted_return

---
 freqtrade/optimize/hyperopt_loss_sortino_daily.py | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/freqtrade/optimize/hyperopt_loss_sortino_daily.py b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
index d869a4e4e..72f70e3f9 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino_daily.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
@@ -31,8 +31,7 @@ class SortinoHyperOptLossDaily(IHyperOptLoss):
         resample_freq = '1D'
         slippage_per_trade_ratio = 0.0005
         days_in_year = 365
-        annual_risk_free_rate = 0.0
-        risk_free_rate = annual_risk_free_rate / days_in_year
+        minimum_acceptable_return = 0.0
 
         # apply slippage per trade to profit_percent
         results.loc[:, 'profit_percent_after_slippage'] = \
@@ -47,7 +46,7 @@ class SortinoHyperOptLossDaily(IHyperOptLoss):
                 {"profit_percent_after_slippage": sum}).reindex(t_index).fillna(0)
         )
 
-        total_profit = sum_daily["profit_percent_after_slippage"] - risk_free_rate
+        total_profit = sum_daily["profit_percent_after_slippage"] - minimum_acceptable_return
         expected_returns_mean = total_profit.mean()
 
         sum_daily['downside_returns'] = 0

From 1e84b2770cfa2e0e5e8177615dfee178ac136c1f Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 16 Feb 2020 04:10:53 +0300
Subject: [PATCH 0528/1106] Fix values of downside_returns

---
 freqtrade/optimize/hyperopt_loss_sortino_daily.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/freqtrade/optimize/hyperopt_loss_sortino_daily.py b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
index 72f70e3f9..26eb54c25 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino_daily.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
@@ -50,8 +50,7 @@ class SortinoHyperOptLossDaily(IHyperOptLoss):
         expected_returns_mean = total_profit.mean()
 
         sum_daily['downside_returns'] = 0
-        sum_daily.loc[total_profit < 0,
-                      'downside_returns'] = sum_daily['profit_percent_after_slippage']
+        sum_daily.loc[total_profit < 0, 'downside_returns'] = total_profit
         total_downside = sum_daily['downside_returns']
         down_stdev = total_downside.std()
 

From fbe5cc44da260d50db28dedf5acd12aad06913ce Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 16 Feb 2020 13:43:23 +0300
Subject: [PATCH 0529/1106] Use statistics.pstdev

---
 freqtrade/optimize/hyperopt_loss_sortino_daily.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt_loss_sortino_daily.py b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
index 26eb54c25..09042cb48 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino_daily.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
@@ -5,6 +5,7 @@ This module defines the alternative HyperOptLoss class which can be used for
 Hyperoptimization.
 """
 import math
+import statistics
 from datetime import datetime
 
 from pandas import DataFrame, date_range
@@ -52,7 +53,7 @@ class SortinoHyperOptLossDaily(IHyperOptLoss):
         sum_daily['downside_returns'] = 0
         sum_daily.loc[total_profit < 0, 'downside_returns'] = total_profit
         total_downside = sum_daily['downside_returns']
-        down_stdev = total_downside.std()
+        down_stdev = statistics.pstdev(total_downside, 0)
 
         if (down_stdev != 0.):
             sortino_ratio = expected_returns_mean / down_stdev * math.sqrt(days_in_year)

From 42dfda92316b4678107eac65359d56d5e8b6ee0a Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 16 Feb 2020 13:46:07 +0300
Subject: [PATCH 0530/1106] Adjust docstring

---
 freqtrade/optimize/hyperopt_loss_sortino_daily.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/freqtrade/optimize/hyperopt_loss_sortino_daily.py b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
index 09042cb48..22cd93984 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino_daily.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
@@ -28,6 +28,9 @@ class SortinoHyperOptLossDaily(IHyperOptLoss):
         Objective function, returns smaller number for more optimal results.
 
         Uses Sortino Ratio calculation.
+
+        Sortino Ratio calculated as described in
+        http://www.redrockcapital.com/Sortino__A__Sharper__Ratio_Red_Rock_Capital.pdf
         """
         resample_freq = '1D'
         slippage_per_trade_ratio = 0.0005

From 3787ac7b980e16d615cebe5a942a8d45490ba72c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 16 Feb 2020 13:20:11 +0100
Subject: [PATCH 0531/1106] increment limit to adjust to FTX defaults (1500
 candles)

---
 freqtrade/exchange/__init__.py | 18 ++++++++++--------
 freqtrade/exchange/ftx.py      | 14 ++++++++++++++
 2 files changed, 24 insertions(+), 8 deletions(-)
 create mode 100644 freqtrade/exchange/ftx.py

diff --git a/freqtrade/exchange/__init__.py b/freqtrade/exchange/__init__.py
index df18bca02..a39f8f5df 100644
--- a/freqtrade/exchange/__init__.py
+++ b/freqtrade/exchange/__init__.py
@@ -1,18 +1,20 @@
-from freqtrade.exchange.common import MAP_EXCHANGE_CHILDCLASS  # noqa: F401
-from freqtrade.exchange.exchange import Exchange  # noqa: F401
-from freqtrade.exchange.exchange import (get_exchange_bad_reason,  # noqa: F401
+# flake8: noqa: F401
+from freqtrade.exchange.common import MAP_EXCHANGE_CHILDCLASS
+from freqtrade.exchange.exchange import Exchange
+from freqtrade.exchange.exchange import (get_exchange_bad_reason,
                                          is_exchange_bad,
                                          is_exchange_known_ccxt,
                                          is_exchange_officially_supported,
                                          ccxt_exchanges,
                                          available_exchanges)
-from freqtrade.exchange.exchange import (timeframe_to_seconds,  # noqa: F401
+from freqtrade.exchange.exchange import (timeframe_to_seconds,
                                          timeframe_to_minutes,
                                          timeframe_to_msecs,
                                          timeframe_to_next_date,
                                          timeframe_to_prev_date)
-from freqtrade.exchange.exchange import (market_is_active,  # noqa: F401
+from freqtrade.exchange.exchange import (market_is_active,
                                          symbol_is_pair)
-from freqtrade.exchange.kraken import Kraken  # noqa: F401
-from freqtrade.exchange.binance import Binance  # noqa: F401
-from freqtrade.exchange.bibox import Bibox  # noqa: F401
+from freqtrade.exchange.kraken import Kraken
+from freqtrade.exchange.binance import Binance
+from freqtrade.exchange.bibox import Bibox
+from freqtrade.exchange.ftx import Ftx
diff --git a/freqtrade/exchange/ftx.py b/freqtrade/exchange/ftx.py
new file mode 100644
index 000000000..75915122b
--- /dev/null
+++ b/freqtrade/exchange/ftx.py
@@ -0,0 +1,14 @@
+""" FTX exchange subclass """
+import logging
+from typing import Dict
+
+from freqtrade.exchange import Exchange
+
+logger = logging.getLogger(__name__)
+
+
+class Ftx(Exchange):
+
+    _ft_has: Dict = {
+        "ohlcv_candle_limit": 1500,
+    }

From 674898bd32eede682dad5a688ee1428b89a8805c Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 16 Feb 2020 15:26:40 +0300
Subject: [PATCH 0532/1106] Fix usage of vars in the commented out line

---
 freqtrade/optimize/hyperopt_loss_sortino_daily.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt_loss_sortino_daily.py b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
index 22cd93984..0f81ffca5 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino_daily.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
@@ -65,5 +65,5 @@ class SortinoHyperOptLossDaily(IHyperOptLoss):
             sortino_ratio = -20.
 
         # print(t_index, sum_daily, total_profit)
-        # print(risk_free_rate, expected_returns_mean, down_stdev, sortino_ratio)
+        # print(minimum_acceptable_return, expected_returns_mean, down_stdev, sortino_ratio)
         return -sortino_ratio

From bec86b13258f97dba75b7b5b8cc39f773490d7fa Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 16 Feb 2020 15:42:41 +0100
Subject: [PATCH 0533/1106] Add github actions badge

---
 README.md     | 2 +-
 docs/index.md | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index a1feeab67..59799da84 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Freqtrade
 
-[![Build Status](https://travis-ci.org/freqtrade/freqtrade.svg?branch=develop)](https://travis-ci.org/freqtrade/freqtrade)
+[![Freqtrade CI](https://github.com/freqtrade/freqtrade/workflows/Freqtrade%20CI/badge.svg)](https://github.com/freqtrade/freqtrade/actions/)
 [![Coverage Status](https://coveralls.io/repos/github/freqtrade/freqtrade/badge.svg?branch=develop&service=github)](https://coveralls.io/github/freqtrade/freqtrade?branch=develop)
 [![Documentation](https://readthedocs.org/projects/freqtrade/badge/)](https://www.freqtrade.io)
 [![Maintainability](https://api.codeclimate.com/v1/badges/5737e6d668200b7518ff/maintainability)](https://codeclimate.com/github/freqtrade/freqtrade/maintainability)
diff --git a/docs/index.md b/docs/index.md
index f0ee831e3..adc661300 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -1,5 +1,5 @@
 # Freqtrade
-[![Build Status](https://travis-ci.org/freqtrade/freqtrade.svg?branch=develop)](https://travis-ci.org/freqtrade/freqtrade)
+[![Freqtrade CI](https://github.com/freqtrade/freqtrade/workflows/Freqtrade%20CI/badge.svg)](https://github.com/freqtrade/freqtrade/actions/)
 [![Coverage Status](https://coveralls.io/repos/github/freqtrade/freqtrade/badge.svg?branch=develop&service=github)](https://coveralls.io/github/freqtrade/freqtrade?branch=develop)
 [![Maintainability](https://api.codeclimate.com/v1/badges/5737e6d668200b7518ff/maintainability)](https://codeclimate.com/github/freqtrade/freqtrade/maintainability)
 

From 212d20ed087161cc4abefdbe47a0c4c345e955e7 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 17 Feb 2020 08:03:37 +0000
Subject: [PATCH 0534/1106] Bump ccxt from 1.22.39 to 1.22.61

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.22.39 to 1.22.61.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/CHANGELOG.md)
- [Commits](https://github.com/ccxt/ccxt/compare/1.22.39...1.22.61)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index f641dd2ad..e89afceed 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.22.39
+ccxt==1.22.61
 SQLAlchemy==1.3.13
 python-telegram-bot==12.4.1
 arrow==0.15.5

From c6a3038f5274fe974fd34e51b313689ce5112c52 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 17 Feb 2020 08:03:57 +0000
Subject: [PATCH 0535/1106] Bump coveralls from 1.10.0 to 1.11.1

Bumps [coveralls](https://github.com/coveralls-clients/coveralls-python) from 1.10.0 to 1.11.1.
- [Release notes](https://github.com/coveralls-clients/coveralls-python/releases)
- [Changelog](https://github.com/coveralls-clients/coveralls-python/blob/master/CHANGELOG.md)
- [Commits](https://github.com/coveralls-clients/coveralls-python/compare/1.10.0...1.11.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index 268c5f777..1e58ae6e0 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -3,7 +3,7 @@
 -r requirements-plot.txt
 -r requirements-hyperopt.txt
 
-coveralls==1.10.0
+coveralls==1.11.1
 flake8==3.7.9
 flake8-type-annotations==0.1.0
 flake8-tidy-imports==4.0.0

From 500e1c77de3912c989612fd2a823c5c72a3a8415 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 17 Feb 2020 08:04:21 +0000
Subject: [PATCH 0536/1106] Bump wrapt from 1.11.2 to 1.12.0

Bumps [wrapt](https://github.com/GrahamDumpleton/wrapt) from 1.11.2 to 1.12.0.
- [Release notes](https://github.com/GrahamDumpleton/wrapt/releases)
- [Changelog](https://github.com/GrahamDumpleton/wrapt/blob/develop/docs/changes.rst)
- [Commits](https://github.com/GrahamDumpleton/wrapt/compare/1.11.2...1.12.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index f641dd2ad..df67c1691 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -7,7 +7,7 @@ arrow==0.15.5
 cachetools==4.0.0
 requests==2.22.0
 urllib3==1.25.8
-wrapt==1.11.2
+wrapt==1.12.0
 jsonschema==3.2.0
 TA-Lib==0.4.17
 tabulate==0.8.6

From 9435950fc968899d697263244096872cded9951c Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 17 Feb 2020 08:04:40 +0000
Subject: [PATCH 0537/1106] Bump mkdocs-material from 4.6.2 to 4.6.3

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material) from 4.6.2 to 4.6.3.
- [Release notes](https://github.com/squidfunk/mkdocs-material/releases)
- [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG)
- [Commits](https://github.com/squidfunk/mkdocs-material/compare/4.6.2...4.6.3)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 docs/requirements-docs.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/requirements-docs.txt b/docs/requirements-docs.txt
index 3980ecd64..48ade026e 100644
--- a/docs/requirements-docs.txt
+++ b/docs/requirements-docs.txt
@@ -1,2 +1,2 @@
-mkdocs-material==4.6.2
+mkdocs-material==4.6.3
 mdx_truly_sane_lists==1.2

From 0fd3d74fc4ab745833b682cc69a6eb3581de30da Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 17 Feb 2020 08:05:00 +0000
Subject: [PATCH 0538/1106] Bump scikit-optimize from 0.7.1 to 0.7.2

Bumps [scikit-optimize](https://github.com/scikit-optimize/scikit-optimize) from 0.7.1 to 0.7.2.
- [Release notes](https://github.com/scikit-optimize/scikit-optimize/releases)
- [Changelog](https://github.com/scikit-optimize/scikit-optimize/blob/master/CHANGELOG.md)
- [Commits](https://github.com/scikit-optimize/scikit-optimize/compare/v0.7.1...v0.7.2)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-hyperopt.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-hyperopt.txt b/requirements-hyperopt.txt
index 202806cef..e97e7f6be 100644
--- a/requirements-hyperopt.txt
+++ b/requirements-hyperopt.txt
@@ -4,6 +4,6 @@
 # Required for hyperopt
 scipy==1.4.1
 scikit-learn==0.22.1
-scikit-optimize==0.7.1
+scikit-optimize==0.7.2
 filelock==3.0.12
 joblib==0.14.1

From 582b59044c3d6388ca1847643c8816b9613156e3 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 17 Feb 2020 08:47:39 +0000
Subject: [PATCH 0539/1106] Bump python-telegram-bot from 12.4.1 to 12.4.2

Bumps [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) from 12.4.1 to 12.4.2.
- [Release notes](https://github.com/python-telegram-bot/python-telegram-bot/releases)
- [Changelog](https://github.com/python-telegram-bot/python-telegram-bot/blob/master/CHANGES.rst)
- [Commits](https://github.com/python-telegram-bot/python-telegram-bot/compare/v12.4.1...v12.4.2)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index e89afceed..6cc8e3809 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -2,7 +2,7 @@
 # mainly used for Raspberry pi installs
 ccxt==1.22.61
 SQLAlchemy==1.3.13
-python-telegram-bot==12.4.1
+python-telegram-bot==12.4.2
 arrow==0.15.5
 cachetools==4.0.0
 requests==2.22.0

From 0b33b798e4a9d5e6f13df7a3d3a0e90dbe34643e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 17 Feb 2020 20:16:24 +0100
Subject: [PATCH 0540/1106] Add pypi build step

---
 .github/workflows/ci.yml | 29 ++++++++++++++++++++++++++++-
 freqtrade/__init__.py    |  2 +-
 2 files changed, 29 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 05d151a88..cc8906af5 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -7,6 +7,8 @@ on:
       - develop
       - github_actions_tests
     tags:
+    release:
+      types: [published]
   pull_request:
   schedule:
     - cron:  '0 5 * * 4'
@@ -191,15 +193,40 @@ jobs:
   deploy:
     needs: [ build, build_windows, docs_check ]
     runs-on: ubuntu-18.04
-    if: (github.event_name == 'push' || github.event_name == 'schedule') && github.repository == 'freqtrade/freqtrade'
+    if: (github.event_name == 'push' || github.event_name == 'schedule' || github.event_name == 'release') && github.repository == 'freqtrade/freqtrade'
     steps:
     - uses: actions/checkout@v1
 
+    - name: Set up Python
+      uses: actions/setup-python@v1
+      with:
+        python-version: 3.8
+
     - name: Extract branch name
       shell: bash
       run: echo "##[set-output name=branch;]$(echo ${GITHUB_REF#refs/heads/})"
       id: extract_branch
 
+    - name: Build distribution
+      run: |
+        pip install -U setuptools wheel
+        python setup.py sdist bdist_wheel
+
+    - name: Publish to PyPI (Test)
+      uses: pypa/gh-action-pypi-publish@master
+      if: (steps.extract_branch.outputs.branch == 'master' || github.event_name == 'release')
+      with:
+        user: __token__
+        password: ${{ secrets.pypi_test_password }}
+        repository_url: https://test.pypi.org/legacy/
+
+    - name: Publish to PyPI
+      uses: pypa/gh-action-pypi-publish@master
+      if: (steps.extract_branch.outputs.branch == 'master' || github.event_name == 'release')
+      with:
+        user: __token__
+        password: ${{ secrets.pypi_password }}
+
     - name: Build and test and push docker image
       env:
         IMAGE_NAME: freqtradeorg/freqtrade
diff --git a/freqtrade/__init__.py b/freqtrade/__init__.py
index e1f65d4fe..f2ae5dc63 100644
--- a/freqtrade/__init__.py
+++ b/freqtrade/__init__.py
@@ -1,4 +1,4 @@
-""" FreqTrade bot """
+""" Freqtrade bot """
 __version__ = 'develop'
 
 if __version__ == 'develop':

From 1172c958174424e138d9391dfcd90db6e6856705 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 17 Feb 2020 20:17:08 +0100
Subject: [PATCH 0541/1106] Use different versioning scheme

---
 freqtrade/__init__.py | 20 +++++++++++++++++---
 1 file changed, 17 insertions(+), 3 deletions(-)

diff --git a/freqtrade/__init__.py b/freqtrade/__init__.py
index f2ae5dc63..23ab945b4 100644
--- a/freqtrade/__init__.py
+++ b/freqtrade/__init__.py
@@ -5,9 +5,23 @@ if __version__ == 'develop':
 
     try:
         import subprocess
-        __version__ = 'develop-' + subprocess.check_output(
-            ['git', 'log', '--format="%h"', '-n 1'],
-            stderr=subprocess.DEVNULL).decode("utf-8").rstrip().strip('"')
+
+        # __version__ = 'develop-' + subprocess.check_output(
+        #     ['git', 'log', '--format="%h"', '-n 1'],
+        # stderr=subprocess.DEVNULL).decode("utf-8").rstrip().strip('"')
+
+        from datetime import datetime
+        last_release = subprocess.check_output(
+            ['git', 'tag']
+        ).decode('utf-8').split()[-1].split(".")
+        # Releases are in the format "2020.1" - we increment the latest version for dev.
+        prefix = f"{last_release[0]}.{int(last_release[1]) + 1}"
+        dev_version = int(datetime.now().timestamp() // 1000)
+        __version__ = f"{prefix}.dev{dev_version}"
+
+        #  subprocess.check_output(
+        #     ['git', 'log', '--format="%h"', '-n 1'],
+        #     stderr=subprocess.DEVNULL).decode("utf-8").rstrip().strip('"')
     except Exception:
         # git not available, ignore
         pass

From e6dd463ca3ad7803e1e6df391d3917d32142368e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 17 Feb 2020 20:17:36 +0100
Subject: [PATCH 0542/1106] Revert versioning

---
 freqtrade/__init__.py | 22 +++++++++++-----------
 1 file changed, 11 insertions(+), 11 deletions(-)

diff --git a/freqtrade/__init__.py b/freqtrade/__init__.py
index 23ab945b4..ad432a20b 100644
--- a/freqtrade/__init__.py
+++ b/freqtrade/__init__.py
@@ -6,18 +6,18 @@ if __version__ == 'develop':
     try:
         import subprocess
 
-        # __version__ = 'develop-' + subprocess.check_output(
-        #     ['git', 'log', '--format="%h"', '-n 1'],
-        # stderr=subprocess.DEVNULL).decode("utf-8").rstrip().strip('"')
+        __version__ = 'develop-' + subprocess.check_output(
+            ['git', 'log', '--format="%h"', '-n 1'],
+            stderr=subprocess.DEVNULL).decode("utf-8").rstrip().strip('"')
 
-        from datetime import datetime
-        last_release = subprocess.check_output(
-            ['git', 'tag']
-        ).decode('utf-8').split()[-1].split(".")
-        # Releases are in the format "2020.1" - we increment the latest version for dev.
-        prefix = f"{last_release[0]}.{int(last_release[1]) + 1}"
-        dev_version = int(datetime.now().timestamp() // 1000)
-        __version__ = f"{prefix}.dev{dev_version}"
+        # from datetime import datetime
+        # last_release = subprocess.check_output(
+        #     ['git', 'tag']
+        # ).decode('utf-8').split()[-1].split(".")
+        # # Releases are in the format "2020.1" - we increment the latest version for dev.
+        # prefix = f"{last_release[0]}.{int(last_release[1]) + 1}"
+        # dev_version = int(datetime.now().timestamp() // 1000)
+        # __version__ = f"{prefix}.dev{dev_version}"
 
         #  subprocess.check_output(
         #     ['git', 'log', '--format="%h"', '-n 1'],

From 1634297685489bd1dd47802801bef7daae1a7238 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 18 Feb 2020 20:12:10 +0100
Subject: [PATCH 0543/1106] Move strategies to test subfolder

---
 tests/commands/test_commands.py                    |  4 ++--
 tests/conftest.py                                  |  1 +
 .../strategy/strats}/default_strategy.py           |  0
 tests/strategy/{ => strats}/failing_strategy.py    |  0
 tests/strategy/{ => strats}/legacy_strategy.py     |  0
 tests/strategy/test_default_strategy.py            |  2 +-
 tests/strategy/test_interface.py                   |  2 +-
 tests/strategy/test_strategy.py                    | 14 +++++++-------
 8 files changed, 12 insertions(+), 11 deletions(-)
 rename {freqtrade/strategy => tests/strategy/strats}/default_strategy.py (100%)
 rename tests/strategy/{ => strats}/failing_strategy.py (100%)
 rename tests/strategy/{ => strats}/legacy_strategy.py (100%)

diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index ee1db5db5..55bd7306d 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -640,7 +640,7 @@ def test_start_list_strategies(mocker, caplog, capsys):
     args = [
         "list-strategies",
         "--strategy-path",
-        str(Path(__file__).parent.parent / "strategy"),
+        str(Path(__file__).parent.parent / "strategy" / "strats"),
         "-1"
     ]
     pargs = get_args(args)
@@ -655,7 +655,7 @@ def test_start_list_strategies(mocker, caplog, capsys):
     args = [
         "list-strategies",
         "--strategy-path",
-        str(Path(__file__).parent.parent / "strategy"),
+        str(Path(__file__).parent.parent / "strategy" / "strats"),
     ]
     pargs = get_args(args)
     # pargs['config'] = None
diff --git a/tests/conftest.py b/tests/conftest.py
index e897dbccd..acb730330 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -257,6 +257,7 @@ def default_conf(testdatadir):
         "db_url": "sqlite://",
         "user_data_dir": Path("user_data"),
         "verbosity": 3,
+        "strategy_path": str(Path(__file__).parent / "strategy" / "strats"),
         "strategy": "DefaultStrategy"
     }
     return configuration
diff --git a/freqtrade/strategy/default_strategy.py b/tests/strategy/strats/default_strategy.py
similarity index 100%
rename from freqtrade/strategy/default_strategy.py
rename to tests/strategy/strats/default_strategy.py
diff --git a/tests/strategy/failing_strategy.py b/tests/strategy/strats/failing_strategy.py
similarity index 100%
rename from tests/strategy/failing_strategy.py
rename to tests/strategy/strats/failing_strategy.py
diff --git a/tests/strategy/legacy_strategy.py b/tests/strategy/strats/legacy_strategy.py
similarity index 100%
rename from tests/strategy/legacy_strategy.py
rename to tests/strategy/strats/legacy_strategy.py
diff --git a/tests/strategy/test_default_strategy.py b/tests/strategy/test_default_strategy.py
index 17d6b8ee0..0b8ea9f85 100644
--- a/tests/strategy/test_default_strategy.py
+++ b/tests/strategy/test_default_strategy.py
@@ -1,6 +1,6 @@
 from pandas import DataFrame
 
-from freqtrade.strategy.default_strategy import DefaultStrategy
+from .strats.default_strategy import DefaultStrategy
 
 
 def test_default_strategy_structure():
diff --git a/tests/strategy/test_interface.py b/tests/strategy/test_interface.py
index a28519383..def64425e 100644
--- a/tests/strategy/test_interface.py
+++ b/tests/strategy/test_interface.py
@@ -11,7 +11,7 @@ from freqtrade.data.converter import parse_ticker_dataframe
 from freqtrade.data.history import load_tickerdata_file
 from freqtrade.persistence import Trade
 from freqtrade.resolvers import StrategyResolver
-from freqtrade.strategy.default_strategy import DefaultStrategy
+from .strats.default_strategy import DefaultStrategy
 from tests.conftest import get_patched_exchange, log_has
 
 # Avoid to reinit the same object again and again
diff --git a/tests/strategy/test_strategy.py b/tests/strategy/test_strategy.py
index 379260599..5c6de8260 100644
--- a/tests/strategy/test_strategy.py
+++ b/tests/strategy/test_strategy.py
@@ -31,21 +31,21 @@ def test_search_strategy():
 
 
 def test_search_all_strategies_no_failed():
-    directory = Path(__file__).parent
+    directory = Path(__file__).parent / "strats"
     strategies = StrategyResolver.search_all_objects(directory, enum_failed=False)
     assert isinstance(strategies, list)
-    assert len(strategies) == 3
+    assert len(strategies) == 2
     assert isinstance(strategies[0], dict)
 
 
 def test_search_all_strategies_with_failed():
-    directory = Path(__file__).parent
+    directory = Path(__file__).parent / "strats"
     strategies = StrategyResolver.search_all_objects(directory, enum_failed=True)
     assert isinstance(strategies, list)
-    assert len(strategies) == 4
+    assert len(strategies) == 3
     # with enum_failed=True search_all_objects() shall find 3 good strategies
     # and 1 which fails to load
-    assert len([x for x in strategies if x['class'] is not None]) == 3
+    assert len([x for x in strategies if x['class'] is not None]) == 2
     assert len([x for x in strategies if x['class'] is None]) == 1
 
 
@@ -326,7 +326,7 @@ def test_strategy_override_use_sell_profit_only(caplog, default_conf):
 
 @pytest.mark.filterwarnings("ignore:deprecated")
 def test_deprecate_populate_indicators(result, default_conf):
-    default_location = path.join(path.dirname(path.realpath(__file__)))
+    default_location = Path(__file__).parent / "strats"
     default_conf.update({'strategy': 'TestStrategyLegacy',
                          'strategy_path': default_location})
     strategy = StrategyResolver.load_strategy(default_conf)
@@ -360,7 +360,7 @@ def test_deprecate_populate_indicators(result, default_conf):
 
 @pytest.mark.filterwarnings("ignore:deprecated")
 def test_call_deprecated_function(result, monkeypatch, default_conf):
-    default_location = path.join(path.dirname(path.realpath(__file__)))
+    default_location = Path(__file__).parent / "strats"
     default_conf.update({'strategy': 'TestStrategyLegacy',
                          'strategy_path': default_location})
     strategy = StrategyResolver.load_strategy(default_conf)

From d91b9d125314c62119b75142fb833ffd0a829bc1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 18 Feb 2020 20:26:20 +0100
Subject: [PATCH 0544/1106] Fix some tests, don't default to freqtrade/strategy
 for imports

---
 freqtrade/resolvers/iresolver.py         |  4 +++-
 freqtrade/resolvers/strategy_resolver.py |  2 +-
 tests/strategy/test_strategy.py          | 10 ++++------
 tests/test_configuration.py              |  1 +
 4 files changed, 9 insertions(+), 8 deletions(-)

diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index 922a2700a..764759289 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -28,7 +28,9 @@ class IResolver:
     def build_search_paths(cls, config: Dict[str, Any], user_subdir: Optional[str] = None,
                            extra_dir: Optional[str] = None) -> List[Path]:
 
-        abs_paths: List[Path] = [cls.initial_search_path]
+        abs_paths: List[Path] = []
+        if cls.initial_search_path:
+            abs_paths.append(cls.initial_search_path)
 
         if user_subdir:
             abs_paths.insert(0, config['user_data_dir'].joinpath(user_subdir))
diff --git a/freqtrade/resolvers/strategy_resolver.py b/freqtrade/resolvers/strategy_resolver.py
index bb8ff870e..cddc7c9cd 100644
--- a/freqtrade/resolvers/strategy_resolver.py
+++ b/freqtrade/resolvers/strategy_resolver.py
@@ -27,7 +27,7 @@ class StrategyResolver(IResolver):
     object_type = IStrategy
     object_type_str = "Strategy"
     user_subdir = USERPATH_STRATEGIES
-    initial_search_path = Path(__file__).parent.parent.joinpath('strategy').resolve()
+    initial_search_path = None
 
     @staticmethod
     def load_strategy(config: Dict[str, Any] = None) -> IStrategy:
diff --git a/tests/strategy/test_strategy.py b/tests/strategy/test_strategy.py
index 5c6de8260..27bbb2d3b 100644
--- a/tests/strategy/test_strategy.py
+++ b/tests/strategy/test_strategy.py
@@ -2,7 +2,6 @@
 import logging
 import warnings
 from base64 import urlsafe_b64encode
-from os import path
 from pathlib import Path
 
 import pytest
@@ -15,7 +14,7 @@ from tests.conftest import log_has, log_has_re
 
 
 def test_search_strategy():
-    default_location = Path(__file__).parent.parent.joinpath('strategy').resolve()
+    default_location = Path(__file__).parent / 'strats'
 
     s, _ = StrategyResolver._search_object(
         directory=default_location,
@@ -72,13 +71,12 @@ def test_load_strategy_base64(result, caplog, default_conf):
 def test_load_strategy_invalid_directory(result, caplog, default_conf):
     default_conf['strategy'] = 'DefaultStrategy'
     extra_dir = Path.cwd() / 'some/path'
-    strategy = StrategyResolver._load_strategy('DefaultStrategy', config=default_conf,
-                                               extra_dir=extra_dir)
+    with pytest.raises(OperationalException):
+        StrategyResolver._load_strategy('DefaultStrategy', config=default_conf,
+                                        extra_dir=extra_dir)
 
     assert log_has_re(r'Path .*' + r'some.*path.*' + r'.* does not exist', caplog)
 
-    assert 'rsi' in strategy.advise_indicators(result, {'pair': 'ETH/BTC'})
-
 
 def test_load_not_found_strategy(default_conf):
     default_conf['strategy'] = 'NotFoundStrategy'
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index 74de166c1..d810305db 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -212,6 +212,7 @@ def test_load_config_file_exception(mocker) -> None:
 
 
 def test_load_config(default_conf, mocker) -> None:
+    del default_conf['strategy_path']
     patched_configuration_load_config_file(mocker, default_conf)
 
     args = Arguments(['trade']).get_parsed_arg()

From 2058b492eb2b668616f06d0d001e01ffca17e38f Mon Sep 17 00:00:00 2001
From: Fredrik Rydin <gorby@gorby.dockdns.org>
Date: Tue, 18 Feb 2020 22:46:53 +0100
Subject: [PATCH 0545/1106] Added function to print hyperopt-list as table
 using tabulate

---
 docs/utils.md                            |  1 +
 freqtrade/commands/arguments.py          |  3 +-
 freqtrade/commands/cli_options.py        |  6 +++
 freqtrade/commands/hyperopt_commands.py  | 36 ++++++++++--------
 freqtrade/configuration/configuration.py |  3 ++
 freqtrade/optimize/hyperopt.py           | 47 +++++++++++++++++++++++-
 tests/commands/test_commands.py          | 16 ++++++++
 7 files changed, 95 insertions(+), 17 deletions(-)

diff --git a/docs/utils.md b/docs/utils.md
index abb7fd0db..6ca0b7920 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -440,6 +440,7 @@ optional arguments:
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
   --print-json          Print best result detailization in JSON format.
+  --print-table         Print results in table format.
   --no-details          Do not print best epoch details.
 
 Common arguments:
diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index fe6f49039..0f6478a60 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -66,7 +66,8 @@ ARGS_HYPEROPT_LIST = ["hyperopt_list_best", "hyperopt_list_profitable",
                       "hyperopt_list_min_avg_time", "hyperopt_list_max_avg_time",
                       "hyperopt_list_min_avg_profit", "hyperopt_list_max_avg_profit",
                       "hyperopt_list_min_total_profit", "hyperopt_list_max_total_profit",
-                      "print_colorized", "print_json", "hyperopt_list_no_details"]
+                      "print_colorized", "print_json", "print_table",
+                      "hyperopt_list_no_details"]
 
 ARGS_HYPEROPT_SHOW = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperopt_show_index",
                       "print_json", "hyperopt_show_no_header"]
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 1776955b1..9efc1151a 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -220,6 +220,12 @@ AVAILABLE_CLI_OPTIONS = {
         action='store_true',
         default=False,
     ),
+    "print_table": Arg(
+        '--print-table',
+        help='Print results in table format.',
+        action='store_true',
+        default=False,
+    ),
     "hyperopt_jobs": Arg(
         '-j', '--job-workers',
         help='The number of concurrently running jobs for hyperoptimization '
diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index 8c1c80d98..88cd79468 100755
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -21,6 +21,7 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
 
     print_colorized = config.get('print_colorized', False)
     print_json = config.get('print_json', False)
+    print_table = config.get('print_table', False)
     no_details = config.get('hyperopt_list_no_details', False)
     no_header = False
 
@@ -52,14 +53,20 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
     if print_colorized:
         colorama_init(autoreset=True)
 
-    try:
-        # Human-friendly indexes used here (starting from 1)
-        for val in trials[epoch_start:epoch_stop]:
-            Hyperopt.print_results_explanation(val, total_epochs,
-                                               not filteroptions['only_best'], print_colorized)
-
-    except KeyboardInterrupt:
-        print('User interrupted..')
+    if print_table:
+        try:
+            Hyperopt.print_result_table(config, trials, total_epochs,
+                                        not filteroptions['only_best'], print_colorized)
+        except KeyboardInterrupt:
+            print('User interrupted..')
+    else:
+        try:
+            # Human-friendly indexes used here (starting from 1)
+            for val in trials[epoch_start:epoch_stop]:
+                Hyperopt.print_results_explanation(val, total_epochs,
+                                                   not filteroptions['only_best'], print_colorized)
+        except KeyboardInterrupt:
+            print('User interrupted..')
 
     if trials and not no_details:
         sorted_trials = sorted(trials, key=itemgetter('loss'))
@@ -75,6 +82,12 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
 
     config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
 
+    print_json = config.get('print_json', False)
+    no_header = config.get('hyperopt_show_no_header', False)
+    trials_file = (config['user_data_dir'] /
+                   'hyperopt_results' / 'hyperopt_results.pickle')
+    n = config.get('hyperopt_show_index', -1)
+
     filteroptions = {
         'only_best': config.get('hyperopt_list_best', False),
         'only_profitable': config.get('hyperopt_list_profitable', False),
@@ -87,10 +100,6 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
         'filter_min_total_profit': config.get('hyperopt_list_min_total_profit', None),
         'filter_max_total_profit': config.get('hyperopt_list_max_total_profit', None)
     }
-    no_header = config.get('hyperopt_show_no_header', False)
-
-    trials_file = (config['user_data_dir'] /
-                   'hyperopt_results' / 'hyperopt_results.pickle')
 
     # Previous evaluations
     trials = Hyperopt.load_previous_results(trials_file)
@@ -99,7 +108,6 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
     trials = _hyperopt_filter_trials(trials, filteroptions)
     trials_epochs = len(trials)
 
-    n = config.get('hyperopt_show_index', -1)
     if n > trials_epochs:
         raise OperationalException(
                 f"The index of the epoch to show should be less than {trials_epochs + 1}.")
@@ -111,8 +119,6 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
     if n > 0:
         n -= 1
 
-    print_json = config.get('print_json', False)
-
     if trials:
         val = trials[n]
         Hyperopt.print_epoch_details(val, total_epochs, print_json, no_header,
diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index c2613ba99..0adfe03e7 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -286,6 +286,9 @@ class Configuration:
         self._args_to_config(config, argname='print_json',
                              logstring='Parameter --print-json detected ...')
 
+        self._args_to_config(config, argname='print_table',
+                             logstring='Parameter --print-table detected: {}')
+
         self._args_to_config(config, argname='hyperopt_jobs',
                              logstring='Parameter -j/--job-workers detected: {}')
 
diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index ff6e7f3bc..72b3516c7 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -20,7 +20,8 @@ from colorama import Fore, Style
 from colorama import init as colorama_init
 from joblib import (Parallel, cpu_count, delayed, dump, load,
                     wrap_non_picklable_objects)
-from pandas import DataFrame
+from pandas import DataFrame, json_normalize, isna
+from tabulate import tabulate
 
 from freqtrade.data.history import get_timerange, trim_dataframe
 from freqtrade.exceptions import OperationalException
@@ -295,6 +296,50 @@ class Hyperopt:
                 f"{results['results_explanation']} " +
                 f"Objective: {results['loss']:.5f}")
 
+    @staticmethod
+    def print_result_table(config: dict, results: list, total_epochs: int, highlight_best: bool,
+                           print_colorized: bool) -> None:
+        """
+        Log result table
+        """
+        if not results:
+            return
+
+        trials = json_normalize(results, max_level=1)
+        trials = trials[['is_best', 'current_epoch',
+                         'results_metrics.trade_count', 'results_metrics.avg_profit',
+                         'results_metrics.total_profit', 'results_metrics.profit',
+                         'results_metrics.duration', 'loss']]
+        trials.columns = ['Best', 'Epoch', 'Trades', 'Avg profit', 'Total profit',
+                          'Profit', 'Avg duration', 'Objective']
+
+        trials['Best'] = trials['Best'].apply(lambda x: '*' if x else '')
+        trials['Objective'] = trials['Objective'].astype(str)
+
+        if print_colorized:
+            for i in range(len(trials)):
+                if trials.loc[i]['Total profit'] > 0:
+                    trials.at[i, 'Best'] = Fore.GREEN + trials.loc[i]['Best']
+                    trials.at[i, 'Objective'] = "{}{}".format(trials.loc[i]['Objective'],
+                                                              Fore.RESET)
+                    if '*' in trials.loc[i]['Best'] and highlight_best:
+                        trials.at[i, 'Best'] = Style.BRIGHT + trials.loc[i]['Best']
+                        trials.at[i, 'Objective'] = "{}{}".format(trials.loc[i]['Objective'],
+                                                                  Style.RESET_ALL)
+
+        trials['Epoch'] = trials['Epoch'].apply(
+            lambda x: "{}/{}".format(x, total_epochs))
+        trials['Avg profit'] = trials['Avg profit'].apply(
+            lambda x: '{:,.2f}%'.format(x) if not isna(x) else x)
+        trials['Profit'] = trials['Profit'].apply(
+            lambda x: '{:,.2f}%'.format(x) if not isna(x) else x)
+        trials['Total profit'] = trials['Total profit'].apply(
+            lambda x: '{: 11.8f} '.format(x) + config['stake_currency'] if not isna(x) else x)
+        trials['Avg duration'] = trials['Avg duration'].apply(
+            lambda x: '{:,.1f}m'.format(x) if not isna(x) else x)
+
+        print(tabulate(trials.to_dict(orient='list'), headers='keys', tablefmt='psql'))
+
     def has_space(self, space: str) -> bool:
         """
         Tell if the space value is contained in the configuration
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index ee1db5db5..9ecd990ec 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -893,6 +893,22 @@ def test_hyperopt_list(mocker, capsys, hyperopt_results):
     assert all(x not in captured.out
                for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 7/12", " 8/12"
                          " 9/12", " 10/12", " 11/12", " 12/12"])
+    args = [
+        "hyperopt-list",
+        "--profitable",
+        "--no-details",
+        "--print-table",
+        "--max-trades", "20"
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_hyperopt_list(pargs)
+    captured = capsys.readouterr()
+    assert all(x in captured.out
+               for x in [" 2/12", " 10/12"])
+    assert all(x not in captured.out
+               for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12", " 8/12", " 9/12",
+                         " 11/12", " 12/12"])
 
 
 def test_hyperopt_show(mocker, capsys, hyperopt_results):

From 585545405dea4d34bc1ce6d8296ceb38861a7b85 Mon Sep 17 00:00:00 2001
From: Fredrik Rydin <gorby@gorby.dockdns.org>
Date: Wed, 19 Feb 2020 00:51:44 +0100
Subject: [PATCH 0546/1106] Changed tests

---
 tests/commands/test_commands.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index 9ecd990ec..9c233019c 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -895,20 +895,20 @@ def test_hyperopt_list(mocker, capsys, hyperopt_results):
                          " 9/12", " 10/12", " 11/12", " 12/12"])
     args = [
         "hyperopt-list",
-        "--profitable",
         "--no-details",
         "--print-table",
-        "--max-trades", "20"
+        "--min-trades", "100",
+        "--print-json"
     ]
     pargs = get_args(args)
     pargs['config'] = None
     start_hyperopt_list(pargs)
     captured = capsys.readouterr()
     assert all(x in captured.out
-               for x in [" 2/12", " 10/12"])
+               for x in [" 3/12", " 7/12", " 9/12", " 11/12"])
     assert all(x not in captured.out
-               for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12", " 8/12", " 9/12",
-                         " 11/12", " 12/12"])
+               for x in [" 1/12", " 2/12", " 4/12", " 5/12", " 6/12", " 8/12", " 10/12"
+                         " 12/12"])
 
 
 def test_hyperopt_show(mocker, capsys, hyperopt_results):

From df26c357d293f69e57cffc4de60284776d183026 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Wed, 19 Feb 2020 01:31:25 +0100
Subject: [PATCH 0547/1106] doc updates

---
 docs/bot-usage.md                 | 12 +++++++-----
 docs/hyperopt.md                  | 14 ++++++++------
 freqtrade/commands/cli_options.py |  3 ++-
 3 files changed, 17 insertions(+), 12 deletions(-)

diff --git a/docs/bot-usage.md b/docs/bot-usage.md
index 56e6008a1..e0d96a8c2 100644
--- a/docs/bot-usage.md
+++ b/docs/bot-usage.md
@@ -270,7 +270,7 @@ Check the corresponding [Data Downloading](data-download.md) section for more de
 ## Hyperopt commands
 
 To optimize your strategy, you can use hyperopt parameter hyperoptimization
-to find optimal parameter values for your stategy.
+to find optimal parameter values for your strategy.
 
 ```
 usage: freqtrade hyperopt [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH]
@@ -318,7 +318,7 @@ optional arguments:
   --print-all           Print all results, not only the best ones.
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
-  --print-json          Print best result detailization in JSON format.
+  --print-json          Print best results in JSON format.
   -j JOBS, --job-workers JOBS
                         The number of concurrently running jobs for
                         hyperoptimization (hyperopt worker processes). If -1
@@ -336,9 +336,11 @@ optional arguments:
                         class (IHyperOptLoss). Different functions can
                         generate completely different results, since the
                         target for optimization is different. Built-in
-                        Hyperopt-loss-functions are: DefaultHyperOptLoss,
-                        OnlyProfitHyperOptLoss, SharpeHyperOptLoss,
-                        SharpeHyperOptLossDaily (default: `DefaultHyperOptLoss`).
+                        Hyperopt-loss-functions are:
+                        DefaultHyperOptLoss, OnlyProfitHyperOptLoss,
+                        SharpeHyperOptLoss, SharpeHyperOptLossDaily,
+                        SortinoHyperOptLoss, SortinoHyperOptLossDaily.
+                        (default: `DefaultHyperOptLoss`).
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
diff --git a/docs/hyperopt.md b/docs/hyperopt.md
index 3e10f66da..3fb7ce7ba 100644
--- a/docs/hyperopt.md
+++ b/docs/hyperopt.md
@@ -81,11 +81,11 @@ There are two places you need to change in your hyperopt file to add a new buy h
 There you have two different types of indicators: 1. `guards` and 2. `triggers`.
 
 1. Guards are conditions like "never buy if ADX < 10", or never buy if current price is over EMA10.
-2. Triggers are ones that actually trigger buy in specific moment, like "buy when EMA5 crosses over EMA10" or "buy when close price touches lower bollinger band".
+2. Triggers are ones that actually trigger buy in specific moment, like "buy when EMA5 crosses over EMA10" or "buy when close price touches lower Bollinger band".
 
 Hyperoptimization will, for each eval round, pick one trigger and possibly
 multiple guards. The constructed strategy will be something like
-"*buy exactly when close price touches lower bollinger band, BUT only if
+"*buy exactly when close price touches lower Bollinger band, BUT only if
 ADX > 10*".
 
 If you have updated the buy strategy, i.e. changed the contents of
@@ -172,7 +172,7 @@ So let's write the buy strategy using these values:
 Hyperopting will now call this `populate_buy_trend` as many times you ask it (`epochs`)
 with different value combinations. It will then use the given historical data and make
 buys based on the buy signals generated with the above function and based on the results
-it will end with telling you which paramter combination produced the best profits.
+it will end with telling you which parameter combination produced the best profits.
 
 The above setup expects to find ADX, RSI and Bollinger Bands in the populated indicators.
 When you want to test an indicator that isn't used by the bot currently, remember to
@@ -191,8 +191,10 @@ Currently, the following loss functions are builtin:
 
 * `DefaultHyperOptLoss` (default legacy Freqtrade hyperoptimization loss function)
 * `OnlyProfitHyperOptLoss` (which takes only amount of profit into consideration)
-* `SharpeHyperOptLoss` (optimizes Sharpe Ratio calculated on the trade returns)
-* `SharpeHyperOptLossDaily` (optimizes Sharpe Ratio calculated on daily trade returns)
+* `SharpeHyperOptLoss` (optimizes Sharpe Ratio calculated on trade returns relative to **upside** standard deviation)
+* `SharpeHyperOptLossDaily` (optimizes Sharpe Ratio calculated on **daily** trade returns relative to **upside** standard deviation)
+* `SortinoHyperOptLoss` (optimizes Sortino Ratio calculated on trade returns relative to **downside** standard deviation)
+* `SortinoHyperOptLossDaily` (optimizes Sortino Ratio calculated on **daily** trade returns relative to **downside** standard deviation)
 
 Creation of a custom loss function is covered in the [Advanced Hyperopt](advanced-hyperopt.md) part of the documentation.
 
@@ -272,7 +274,7 @@ In some situations, you may need to run Hyperopt (and Backtesting) with the
 By default, hyperopt emulates the behavior of the Freqtrade Live Run/Dry Run, where only one
 open trade is allowed for every traded pair. The total number of trades open for all pairs
 is also limited by the `max_open_trades` setting. During Hyperopt/Backtesting this may lead to
-some potential trades to be hidden (or masked) by previosly open trades.
+some potential trades to be hidden (or masked) by previously open trades.
 
 The `--eps`/`--enable-position-stacking` argument allows emulation of buying the same pair multiple times,
 while `--dmmp`/`--disable-max-market-positions` disables applying `max_open_trades`
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 6d8d13129..5faff1a97 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -256,7 +256,8 @@ AVAILABLE_CLI_OPTIONS = {
         help='Specify the class name of the hyperopt loss function class (IHyperOptLoss). '
         'Different functions can generate completely different results, '
         'since the target for optimization is different. Built-in Hyperopt-loss-functions are: '
-        'DefaultHyperOptLoss, OnlyProfitHyperOptLoss, SharpeHyperOptLoss, SharpeHyperOptLossDaily.'
+        'DefaultHyperOptLoss, OnlyProfitHyperOptLoss, SharpeHyperOptLoss, SharpeHyperOptLossDaily, '
+        'SortinoHyperOptLoss, SortinoHyperOptLossDaily.'
         '(default: `%(default)s`).',
         metavar='NAME',
         default=constants.DEFAULT_HYPEROPT_LOSS,

From 41b4fa3b7f93018a5c01042b8aa8734108e57407 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Wed, 19 Feb 2020 02:59:51 +0100
Subject: [PATCH 0548/1106] fixed two more typos

---
 docs/hyperopt.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/hyperopt.md b/docs/hyperopt.md
index b471f849e..1f9907b83 100644
--- a/docs/hyperopt.md
+++ b/docs/hyperopt.md
@@ -31,9 +31,9 @@ This will create a new hyperopt file from a template, which will be located unde
 Depending on the space you want to optimize, only some of the below are required:
 
 * fill `buy_strategy_generator` - for buy signal optimization
-* fill `indicator_space` - for buy signal optimzation
+* fill `indicator_space` - for buy signal optimization
 * fill `sell_strategy_generator` - for sell signal optimization
-* fill `sell_indicator_space` - for sell signal optimzation
+* fill `sell_indicator_space` - for sell signal optimization
 
 !!! Note
     `populate_indicators` needs to create all indicators any of thee spaces may use, otherwise hyperopt will not work.

From 09d89fbfb39b5aa5f75a589b82bdba11800656b0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 19 Feb 2020 07:15:55 +0100
Subject: [PATCH 0549/1106] Fix last test

---
 tests/optimize/test_backtesting.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index bba15c156..9cfd662c1 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -759,7 +759,7 @@ def test_backtest_start_multi_strat(default_conf, mocker, caplog, testdatadir):
         'backtesting',
         '--config', 'config.json',
         '--datadir', str(testdatadir),
-        '--strategy-path', str(Path(__file__).parents[2] / 'freqtrade/templates'),
+        '--strategy-path', str(Path(__file__).parents[1] / 'strategy/strats'),
         '--ticker-interval', '1m',
         '--timerange', '1510694220-1510700340',
         '--enable-position-stacking',

From 882d0a59330d81c65ca79bc93270247d9cd439ae Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 19 Feb 2020 12:54:59 +0100
Subject: [PATCH 0550/1106] implement documentation feedback after review

---
 docs/data-download.md | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/docs/data-download.md b/docs/data-download.md
index f747123d0..a01aaf4f6 100644
--- a/docs/data-download.md
+++ b/docs/data-download.md
@@ -52,8 +52,8 @@ Common arguments:
 
 ### Data format
 
-Freqtrade currently supports 2 dataformats, `json` and `jsongz`, a zipped version of json files.
-By default, OHLCV data is stored as json data, while trades data is stored as `jsongz` data.
+Freqtrade currently supports 2 dataformats, `json` (plain "text" json files) and `jsongz` (a gzipped version of json files).
+By default, OHLCV data is stored as `json` data, while trades data is stored as `jsongz` data.
 
 This can be changed via the `--data-format` and `--data-format-trades` parameters respectivly.
 
@@ -105,8 +105,8 @@ Common arguments:
 
 ##### Example converting data
 
-The following command will convert all Candle data available in `~/.freqtrade/data/binance` from json to jsongz, saving diskspace in the process.
-It'll also remove source files (`--erase` parameter).
+The following command will convert all ohlcv (candle) data available in `~/.freqtrade/data/binance` from json to jsongz, saving diskspace in the process.
+It'll also remove original json data files (`--erase` parameter).
 
 ``` bash
 freqtrade convert-data --format-from json --format-to jsongz --data-dir ~/.freqtrade/data/binance -t 5m 15m --erase
@@ -151,8 +151,8 @@ Common arguments:
 
 ##### Example converting trades
 
-The following command will convert all available trade-data in `~/.freqtrade/data/kraken` from json to jsongz, saving diskspace in the process.
-It'll also remove source files (`--erase` parameter).
+The following command will convert all available trade-data in `~/.freqtrade/data/kraken` from jsongz to json.
+It'll also remove original jsongz data files (`--erase` parameter).
 
 ``` bash
 freqtrade convert-trade-data --format-from jsongz --format-to json --data-dir ~/.freqtrade/data/kraken --erase

From 29b369c65ed034f8dadbf6e237a0cefbeb11b7f4 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 19 Feb 2020 14:53:54 +0100
Subject: [PATCH 0551/1106] Rename cli argument

---
 docs/data-download.md             | 6 +++---
 freqtrade/commands/cli_options.py | 2 +-
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/docs/data-download.md b/docs/data-download.md
index a01aaf4f6..76e22f4ea 100644
--- a/docs/data-download.md
+++ b/docs/data-download.md
@@ -18,7 +18,7 @@ Otherwise `--exchange` becomes mandatory.
 usage: freqtrade download-data [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH] [--userdir PATH] [-p PAIRS [PAIRS ...]]
                                [--pairs-file FILE] [--days INT] [--dl-trades] [--exchange EXCHANGE]
                                [-t {1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} [{1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} ...]]
-                               [--erase] [--data-format {json,jsongz}] [--data-format-trades {json,jsongz}]
+                               [--erase] [--data-format-ohlcv {json,jsongz}] [--data-format-trades {json,jsongz}]
 
 optional arguments:
   -h, --help            show this help message and exit
@@ -32,7 +32,7 @@ optional arguments:
   -t {1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} [{1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} ...], --timeframes {1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} [{1m,3m,5m,15m,30m,1h,2h,4h,6h,8h,12h,1d,3d,1w} ...]
                         Specify which tickers to download. Space-separated list. Default: `1m 5m`.
   --erase               Clean all existing data for the selected exchange/pairs/timeframes.
-  --data-format {json,jsongz}
+  --data-format-ohlcv {json,jsongz}
                         Storage format for downloaded ohlcv data. (default: `json`).
   --data-format-trades {json,jsongz}
                         Storage format for downloaded trades data. (default: `jsongz`).
@@ -55,7 +55,7 @@ Common arguments:
 Freqtrade currently supports 2 dataformats, `json` (plain "text" json files) and `jsongz` (a gzipped version of json files).
 By default, OHLCV data is stored as `json` data, while trades data is stored as `jsongz` data.
 
-This can be changed via the `--data-format` and `--data-format-trades` parameters respectivly.
+This can be changed via the `--data-format-ohlcv` and `--data-format-trades` parameters respectivly.
 
 If the default dataformat has been changed during download, then the keys `dataformat_ohlcv` and `dataformat_trades` in the configuration file need to be adjusted to the selected dataformat as well.
 
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 58cb1e83b..a8d4bc198 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -346,7 +346,7 @@ AVAILABLE_CLI_OPTIONS = {
         required=True,
     ),
     "dataformat_ohlcv": Arg(
-        '--data-format',
+        '--data-format-ohlcv',
         help='Storage format for downloaded ohlcv data. (default: `%(default)s`).',
         choices=constants.AVAILABLE_DATAHANDLERS,
         default='json'

From d22384c7fba439a5cbe01099dd95844c59934474 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 19 Feb 2020 19:21:48 +0100
Subject: [PATCH 0552/1106] Full support for kraken stoploss

---
 freqtrade/persistence.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/persistence.py b/freqtrade/persistence.py
index 5b0046091..fa041abc3 100644
--- a/freqtrade/persistence.py
+++ b/freqtrade/persistence.py
@@ -318,10 +318,10 @@ class Trade(_DECL_BASE):
         elif order_type in ('market', 'limit') and order['side'] == 'sell':
             self.close(order['price'])
             logger.info('%s_SELL has been fulfilled for %s.', order_type.upper(), self)
-        elif order_type == 'stop_loss_limit':
+        elif order_type in ('stop_loss_limit', 'stop-loss'):
             self.stoploss_order_id = None
             self.close_rate_requested = self.stop_loss
-            logger.info('STOP_LOSS_LIMIT is hit for %s.', self)
+            logger.info('%s is hit for %s.', order_type.upper(), self)
             self.close(order['average'])
         else:
             raise ValueError(f'Unknown order type: {order_type}')

From a7342bd9106ac1028fc12b3391c2ab633b9b3919 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 19 Feb 2020 19:42:04 +0100
Subject: [PATCH 0553/1106] Fix non-existing strategy loading

---
 tests/optimize/test_backtesting.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 9cfd662c1..337194ab1 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -766,7 +766,7 @@ def test_backtest_start_multi_strat(default_conf, mocker, caplog, testdatadir):
         '--disable-max-market-positions',
         '--strategy-list',
         'DefaultStrategy',
-        'SampleStrategy',
+        'TestStrategyLegacy',
     ]
     args = get_args(args)
     start_backtesting(args)
@@ -789,7 +789,7 @@ def test_backtest_start_multi_strat(default_conf, mocker, caplog, testdatadir):
         'up to 2017-11-14T22:58:00+00:00 (0 days)..',
         'Parameter --enable-position-stacking detected ...',
         'Running backtesting for Strategy DefaultStrategy',
-        'Running backtesting for Strategy SampleStrategy',
+        'Running backtesting for Strategy TestStrategyLegacy',
     ]
 
     for line in exists:

From 5adbe3c2d3ac75eb20b08b93d8902cf3ab25a643 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 19 Feb 2020 19:50:01 +0100
Subject: [PATCH 0554/1106] initial search path is optional ...

---
 freqtrade/resolvers/iresolver.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/resolvers/iresolver.py b/freqtrade/resolvers/iresolver.py
index 764759289..52d944f2c 100644
--- a/freqtrade/resolvers/iresolver.py
+++ b/freqtrade/resolvers/iresolver.py
@@ -22,7 +22,7 @@ class IResolver:
     object_type: Type[Any]
     object_type_str: str
     user_subdir: Optional[str] = None
-    initial_search_path: Path
+    initial_search_path: Optional[Path]
 
     @classmethod
     def build_search_paths(cls, config: Dict[str, Any], user_subdir: Optional[str] = None,

From 09a1c9eed6b629fe9f4502cbcf805b8e78b8da13 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Wed, 19 Feb 2020 22:25:34 +0100
Subject: [PATCH 0555/1106] fixed docs description of hyperopts

---
 docs/hyperopt.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/hyperopt.md b/docs/hyperopt.md
index 1f9907b83..9bc5888ce 100644
--- a/docs/hyperopt.md
+++ b/docs/hyperopt.md
@@ -191,8 +191,8 @@ Currently, the following loss functions are builtin:
 
 * `DefaultHyperOptLoss` (default legacy Freqtrade hyperoptimization loss function)
 * `OnlyProfitHyperOptLoss` (which takes only amount of profit into consideration)
-* `SharpeHyperOptLoss` (optimizes Sharpe Ratio calculated on trade returns relative to **upside** standard deviation)
-* `SharpeHyperOptLossDaily` (optimizes Sharpe Ratio calculated on **daily** trade returns relative to **upside** standard deviation)
+* `SharpeHyperOptLoss` (optimizes Sharpe Ratio calculated on trade returns relative to standard deviation)
+* `SharpeHyperOptLossDaily` (optimizes Sharpe Ratio calculated on **daily** trade returns relative to standard deviation)
 * `SortinoHyperOptLoss` (optimizes Sortino Ratio calculated on trade returns relative to **downside** standard deviation)
 * `SortinoHyperOptLossDaily` (optimizes Sortino Ratio calculated on **daily** trade returns relative to **downside** standard deviation)
 

From bca5f804a87d2b2e1556711a1f96d35161d279a2 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Thu, 20 Feb 2020 08:17:24 +0300
Subject: [PATCH 0556/1106] Move divider log message

---
 freqtrade/worker.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index 64cc97026..509ba018e 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -109,14 +109,14 @@ class Worker:
         """
         start = time.time()
         result = func(*args, **kwargs)
+        logger.debug("========================================")
         end = time.time()
         duration = max(min_secs - (end - start), 0.0)
-        logger.debug('Throttling %s for %.2f seconds', func.__name__, duration)
+        logger.debug(f"Throttling {func.__name__} for {duration:.2f} seconds")
         time.sleep(duration)
         return result
 
     def _process(self) -> None:
-        logger.debug("========================================")
         try:
             self.freqtrade.process()
         except TemporaryError as error:

From 56a06cbd331daa07216b77094d6b98ce0a651439 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Thu, 20 Feb 2020 08:19:22 +0300
Subject: [PATCH 0557/1106] Update strings to f-strings

---
 freqtrade/worker.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index 509ba018e..b3b3b712a 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -26,7 +26,7 @@ class Worker:
         """
         Init all variables and objects the bot needs to work
         """
-        logger.info('Starting worker %s', __version__)
+        logger.info(f"Starting worker {__version__}")
 
         self._args = args
         self._config = config
@@ -77,7 +77,7 @@ class Worker:
         if state != old_state:
             self.freqtrade.notify_status(f'{state.name.lower()}')
 
-            logger.info('Changing state to: %s', state.name)
+            logger.info(f"Changing state to: {state.name}")
             if state == State.RUNNING:
                 self.freqtrade.startup()
 

From 10668bb2490c2ed56f47f5536fdf0892c2173648 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 20 Feb 2020 06:22:36 +0100
Subject: [PATCH 0558/1106] Update tests/strategy/test_strategy.py

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 tests/strategy/test_strategy.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/strategy/test_strategy.py b/tests/strategy/test_strategy.py
index 27bbb2d3b..13ca68bf0 100644
--- a/tests/strategy/test_strategy.py
+++ b/tests/strategy/test_strategy.py
@@ -42,7 +42,7 @@ def test_search_all_strategies_with_failed():
     strategies = StrategyResolver.search_all_objects(directory, enum_failed=True)
     assert isinstance(strategies, list)
     assert len(strategies) == 3
-    # with enum_failed=True search_all_objects() shall find 3 good strategies
+    # with enum_failed=True search_all_objects() shall find 2 good strategies
     # and 1 which fails to load
     assert len([x for x in strategies if x['class'] is not None]) == 2
     assert len([x for x in strategies if x['class'] is None]) == 1

From 78ee36a8c6e8d17289059be945324c8166d514dd Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Thu, 20 Feb 2020 15:18:26 +0300
Subject: [PATCH 0559/1106] Use _throttle() in stopped state instead of sleep()

---
 freqtrade/worker.py | 10 +++++++---
 1 file changed, 7 insertions(+), 3 deletions(-)

diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index b3b3b712a..c397beaab 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -87,7 +87,7 @@ class Worker:
                 logger.debug("sd_notify: WATCHDOG=1\\nSTATUS=State: STOPPED.")
                 self._sd_notify.notify("WATCHDOG=1\nSTATUS=State: STOPPED.")
 
-            time.sleep(throttle_secs)
+            self._throttle(func=self._process_stopped, min_secs=throttle_secs)
 
         elif state == State.RUNNING:
             # Ping systemd watchdog before throttling
@@ -95,7 +95,7 @@ class Worker:
                 logger.debug("sd_notify: WATCHDOG=1\\nSTATUS=State: RUNNING.")
                 self._sd_notify.notify("WATCHDOG=1\nSTATUS=State: RUNNING.")
 
-            self._throttle(func=self._process, min_secs=throttle_secs)
+            self._throttle(func=self._process_running, min_secs=throttle_secs)
 
         return state
 
@@ -116,7 +116,11 @@ class Worker:
         time.sleep(duration)
         return result
 
-    def _process(self) -> None:
+    def _process_stopped(self) -> None:
+        # Maybe do here something in the future...
+        pass
+
+    def _process_running(self) -> None:
         try:
             self.freqtrade.process()
         except TemporaryError as error:

From 945ff09e27c31d5953231f6ecfa661434d6fb4fb Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 20 Feb 2020 14:19:24 +0100
Subject: [PATCH 0560/1106] Use correct strategy path for docker testing

---
 build_helpers/publish_docker.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/build_helpers/publish_docker.sh b/build_helpers/publish_docker.sh
index 17d5230c9..013644563 100755
--- a/build_helpers/publish_docker.sh
+++ b/build_helpers/publish_docker.sh
@@ -23,7 +23,7 @@ if [ $? -ne 0 ]; then
 fi
 
 # Run backtest
-docker run --rm -v $(pwd)/config.json.example:/freqtrade/config.json:ro -v $(pwd)/tests:/tests freqtrade:${TAG} backtesting --datadir /tests/testdata --strategy DefaultStrategy
+docker run --rm -v $(pwd)/config.json.example:/freqtrade/config.json:ro -v $(pwd)/tests:/tests freqtrade:${TAG} backtesting --datadir /tests/testdata --strategy-path /tests/strategy/strats/ --strategy DefaultStrategy
 
 if [ $? -ne 0 ]; then
     echo "failed running backtest"

From e7b12704dec4c8265e5adf51dfb3d7f36367adae Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Thu, 20 Feb 2020 19:12:55 +0100
Subject: [PATCH 0561/1106] Added test for details

---
 tests/commands/test_commands.py | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index 9c233019c..dfaa936ed 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -778,6 +778,19 @@ def test_hyperopt_list(mocker, capsys, hyperopt_results):
     assert all(x not in captured.out
                for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12", " 8/12", " 9/12",
                          " 11/12", " 12/12"])
+    args = [
+        "hyperopt-list",
+        "--profitable"
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_hyperopt_list(pargs)
+    captured = capsys.readouterr()
+    assert all(x in captured.out
+               for x in [" 2/12", " 10/12", "Best result:", "Buy hyperspace params", "Sell hyperspace params", "ROI table", "Stoploss"])
+    assert all(x not in captured.out
+               for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12", " 8/12", " 9/12",
+                         " 11/12", " 12/12"])
     args = [
         "hyperopt-list",
         "--no-details",

From 09226fd5d5e378e9f7ee11382528ec6c06ac7571 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Thu, 20 Feb 2020 19:18:42 +0100
Subject: [PATCH 0562/1106] PEP8 correction

---
 tests/commands/test_commands.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index dfaa936ed..ceae6f372 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -787,7 +787,8 @@ def test_hyperopt_list(mocker, capsys, hyperopt_results):
     start_hyperopt_list(pargs)
     captured = capsys.readouterr()
     assert all(x in captured.out
-               for x in [" 2/12", " 10/12", "Best result:", "Buy hyperspace params", "Sell hyperspace params", "ROI table", "Stoploss"])
+               for x in [" 2/12", " 10/12", "Best result:", "Buy hyperspace params",
+                         "Sell hyperspace params", "ROI table", "Stoploss"])
     assert all(x not in captured.out
                for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 6/12", " 7/12", " 8/12", " 9/12",
                          " 11/12", " 12/12"])

From 04aa74e5add9425f73e2485a98a319c32b3ca2ad Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 21 Feb 2020 03:37:38 +0300
Subject: [PATCH 0563/1106] Better throttling

---
 freqtrade/worker.py | 11 ++++++-----
 1 file changed, 6 insertions(+), 5 deletions(-)

diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index c397beaab..40bfb54d8 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -108,12 +108,13 @@ class Worker:
         :return: Any
         """
         start = time.time()
-        result = func(*args, **kwargs)
         logger.debug("========================================")
-        end = time.time()
-        duration = max(min_secs - (end - start), 0.0)
-        logger.debug(f"Throttling {func.__name__} for {duration:.2f} seconds")
-        time.sleep(duration)
+        result = func(*args, **kwargs)
+        time_passed = time.time() - start
+        sleep_duration = max(min_secs - time_passed, 0.0)
+        logger.debug(f"Throttling with '{func.__name__}()': sleep for {sleep_duration:.2f} s, "
+                     f"last iteration took {time_passed:.2f} s.")
+        time.sleep(sleep_duration)
         return result
 
     def _process_stopped(self) -> None:

From e0800b7c29fb0fe3b53afe2fa6732da7f37e06c1 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 21 Feb 2020 03:52:14 +0300
Subject: [PATCH 0564/1106] Make throttle start time an worker object attribute

---
 freqtrade/worker.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index 40bfb54d8..dc8f9109f 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -32,6 +32,8 @@ class Worker:
         self._config = config
         self._init(False)
 
+        self.last_throttle_start_time: float = None
+
         # Tell systemd that we completed initialization phase
         if self._sd_notify:
             logger.debug("sd_notify: READY=1")
@@ -107,10 +109,10 @@ class Worker:
         :param min_secs: minimum execution time in seconds
         :return: Any
         """
-        start = time.time()
+        self.last_throttle_start_time = time.time()
         logger.debug("========================================")
         result = func(*args, **kwargs)
-        time_passed = time.time() - start
+        time_passed = time.time() - self.last_throttle_start_time
         sleep_duration = max(min_secs - time_passed, 0.0)
         logger.debug(f"Throttling with '{func.__name__}()': sleep for {sleep_duration:.2f} s, "
                      f"last iteration took {time_passed:.2f} s.")

From 881f602f91b6afa5607f44eed8ad06165951ebe6 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 21 Feb 2020 04:00:23 +0300
Subject: [PATCH 0565/1106] Adjust methods params

---
 freqtrade/worker.py | 18 ++++++++----------
 1 file changed, 8 insertions(+), 10 deletions(-)

diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index dc8f9109f..088526d85 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -32,7 +32,7 @@ class Worker:
         self._config = config
         self._init(False)
 
-        self.last_throttle_start_time: float = None
+        self.last_throttle_start_time: Optional[float] = None
 
         # Tell systemd that we completed initialization phase
         if self._sd_notify:
@@ -65,15 +65,13 @@ class Worker:
             if state == State.RELOAD_CONF:
                 self._reconfigure()
 
-    def _worker(self, old_state: Optional[State], throttle_secs: Optional[float] = None) -> State:
+    def _worker(self, old_state: Optional[State]) -> State:
         """
         Trading routine that must be run at each loop
         :param old_state: the previous service state from the previous call
         :return: current service state
         """
         state = self.freqtrade.state
-        if throttle_secs is None:
-            throttle_secs = self._throttle_secs
 
         # Log state transition
         if state != old_state:
@@ -89,7 +87,7 @@ class Worker:
                 logger.debug("sd_notify: WATCHDOG=1\\nSTATUS=State: STOPPED.")
                 self._sd_notify.notify("WATCHDOG=1\nSTATUS=State: STOPPED.")
 
-            self._throttle(func=self._process_stopped, min_secs=throttle_secs)
+            self._throttle(func=self._process_stopped, throttle_secs=self._throttle_secs)
 
         elif state == State.RUNNING:
             # Ping systemd watchdog before throttling
@@ -97,23 +95,23 @@ class Worker:
                 logger.debug("sd_notify: WATCHDOG=1\\nSTATUS=State: RUNNING.")
                 self._sd_notify.notify("WATCHDOG=1\nSTATUS=State: RUNNING.")
 
-            self._throttle(func=self._process_running, min_secs=throttle_secs)
+            self._throttle(func=self._process_running, throttle_secs=self._throttle_secs)
 
         return state
 
-    def _throttle(self, func: Callable[..., Any], min_secs: float, *args, **kwargs) -> Any:
+    def _throttle(self, func: Callable[..., Any], throttle_secs: float, *args, **kwargs) -> Any:
         """
         Throttles the given callable that it
         takes at least `min_secs` to finish execution.
         :param func: Any callable
-        :param min_secs: minimum execution time in seconds
-        :return: Any
+        :param throttle_secs: throttling interation execution time limit in seconds
+        :return: Any (result of execution of func)
         """
         self.last_throttle_start_time = time.time()
         logger.debug("========================================")
         result = func(*args, **kwargs)
         time_passed = time.time() - self.last_throttle_start_time
-        sleep_duration = max(min_secs - time_passed, 0.0)
+        sleep_duration = max(throttle_secs - time_passed, 0.0)
         logger.debug(f"Throttling with '{func.__name__}()': sleep for {sleep_duration:.2f} s, "
                      f"last iteration took {time_passed:.2f} s.")
         time.sleep(sleep_duration)

From 269a669af82b586e69d061ed5866b8c56af173d0 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 21 Feb 2020 05:07:31 +0300
Subject: [PATCH 0566/1106] Move heartbeat to worker

---
 freqtrade/freqtradebot.py | 10 ----------
 freqtrade/worker.py       | 16 ++++++++++++----
 2 files changed, 12 insertions(+), 14 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 127586437..00d5c369a 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -6,7 +6,6 @@ import logging
 import traceback
 from datetime import datetime
 from math import isclose
-from os import getpid
 from threading import Lock
 from typing import Any, Dict, List, Optional, Tuple
 
@@ -52,10 +51,6 @@ class FreqtradeBot:
         # Init objects
         self.config = config
 
-        self._heartbeat_msg = 0
-
-        self.heartbeat_interval = self.config.get('internals', {}).get('heartbeat_interval', 60)
-
         self.strategy: IStrategy = StrategyResolver.load_strategy(self.config)
 
         # Check config consistency here since strategies can set certain options
@@ -159,11 +154,6 @@ class FreqtradeBot:
         self.check_handle_timedout()
         Trade.session.flush()
 
-        if (self.heartbeat_interval
-                and (arrow.utcnow().timestamp - self._heartbeat_msg > self.heartbeat_interval)):
-            logger.info(f"Bot heartbeat. PID={getpid()}")
-            self._heartbeat_msg = arrow.utcnow().timestamp
-
     def _refresh_whitelist(self, trades: List[Trade] = []) -> List[str]:
         """
         Refresh whitelist from pairlist or edge and extend it with trades.
diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index 088526d85..adce7ddda 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -4,8 +4,10 @@ Main Freqtrade worker class.
 import logging
 import time
 import traceback
+from os import getpid
 from typing import Any, Callable, Dict, Optional
 
+import arrow
 import sdnotify
 
 from freqtrade import __version__, constants
@@ -33,6 +35,7 @@ class Worker:
         self._init(False)
 
         self.last_throttle_start_time: Optional[float] = None
+        self._heartbeat_msg = 0
 
         # Tell systemd that we completed initialization phase
         if self._sd_notify:
@@ -50,10 +53,10 @@ class Worker:
         # Init the instance of the bot
         self.freqtrade = FreqtradeBot(self._config)
 
-        self._throttle_secs = self._config.get('internals', {}).get(
-            'process_throttle_secs',
-            constants.PROCESS_THROTTLE_SECS
-        )
+        internals_config = self._config.get('internals', {})
+        self._throttle_secs = internals_config.get('process_throttle_secs',
+                                                   constants.PROCESS_THROTTLE_SECS)
+        self._heartbeat_interval = internals_config.get('heartbeat_interval', 60)
 
         self._sd_notify = sdnotify.SystemdNotifier() if \
             self._config.get('internals', {}).get('sd_notify', False) else None
@@ -97,6 +100,11 @@ class Worker:
 
             self._throttle(func=self._process_running, throttle_secs=self._throttle_secs)
 
+        if (self._heartbeat_interval
+                and (arrow.utcnow().timestamp - self._heartbeat_msg > self._heartbeat_interval)):
+            logger.info(f"Bot heartbeat. PID={getpid()}")
+            self._heartbeat_msg = arrow.utcnow().timestamp
+
         return state
 
     def _throttle(self, func: Callable[..., Any], throttle_secs: float, *args, **kwargs) -> Any:

From d2e20d86bb8808ac11427b08b9d2c3b1d27723bd Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 21 Feb 2020 05:31:21 +0300
Subject: [PATCH 0567/1106] Align heartbeat to throttling logging

---
 freqtrade/worker.py | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index adce7ddda..523b9038f 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -7,7 +7,6 @@ import traceback
 from os import getpid
 from typing import Any, Callable, Dict, Optional
 
-import arrow
 import sdnotify
 
 from freqtrade import __version__, constants
@@ -34,8 +33,8 @@ class Worker:
         self._config = config
         self._init(False)
 
-        self.last_throttle_start_time: Optional[float] = None
-        self._heartbeat_msg = 0
+        self.last_throttle_start_time: float = 0
+        self._heartbeat_msg: float = 0
 
         # Tell systemd that we completed initialization phase
         if self._sd_notify:
@@ -100,10 +99,11 @@ class Worker:
 
             self._throttle(func=self._process_running, throttle_secs=self._throttle_secs)
 
-        if (self._heartbeat_interval
-                and (arrow.utcnow().timestamp - self._heartbeat_msg > self._heartbeat_interval)):
-            logger.info(f"Bot heartbeat. PID={getpid()}")
-            self._heartbeat_msg = arrow.utcnow().timestamp
+        if self._heartbeat_interval:
+            now = time.time()
+            if (now - self._heartbeat_msg) > self._heartbeat_interval:
+                logger.info(f"Bot heartbeat. PID={getpid()}")
+                self._heartbeat_msg = now
 
         return state
 

From d9ecf3e4bfbdf2969c772ffb06e88ddecba4cf56 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 21 Feb 2020 12:26:32 +0300
Subject: [PATCH 0568/1106] Add version and state to heartbeat message

---
 freqtrade/worker.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index 523b9038f..f4b9f275b 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -102,7 +102,8 @@ class Worker:
         if self._heartbeat_interval:
             now = time.time()
             if (now - self._heartbeat_msg) > self._heartbeat_interval:
-                logger.info(f"Bot heartbeat. PID={getpid()}")
+                logger.info(f"Bot heartbeat. PID={getpid()}, "
+                            f"version='{__version__}', state='{state.name}'")
                 self._heartbeat_msg = now
 
         return state

From 8c1a9332215bc6dedc813188cae09b3a343e83e0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 21 Feb 2020 20:23:43 +0100
Subject: [PATCH 0569/1106] cancel_order should return a dict

---
 freqtrade/exchange/exchange.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index b3b347016..7fc2af308 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -894,9 +894,9 @@ class Exchange:
                                           until=until, from_id=from_id))
 
     @retrier
-    def cancel_order(self, order_id: str, pair: str) -> None:
+    def cancel_order(self, order_id: str, pair: str) -> Dict:
         if self._config['dry_run']:
-            return
+            return {}
 
         try:
             return self._api.cancel_order(order_id, pair)

From 6c01542fed34a71f44ae3b4aa75a0c8bce0b302f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 21 Feb 2020 20:27:13 +0100
Subject: [PATCH 0570/1106] Ad check_sell_timeout

---
 freqtrade/freqtradebot.py       |  6 +++++-
 freqtrade/strategy/interface.py | 18 ++++++++++++++++++
 2 files changed, 23 insertions(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index f458f91d6..aa41c2f2a 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -830,7 +830,11 @@ class FreqtradeBot:
                 self.wallets.update()
 
             elif ((order['side'] == 'sell' and order['status'] == 'canceled')
-                  or (self._check_timed_out('sell', order))):
+                  or (self._check_timed_out('sell', order))
+                  or strategy_safe_wrapper(self.strategy.check_sell_timeout,
+                                           default_retval=False)(pair=trade.pair,
+                                                                 trade=trade,
+                                                                 order=order)):
                 self.handle_timedout_limit_sell(trade, order)
                 self.wallets.update()
 
diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index de08b7cda..681d2ccfb 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -167,6 +167,24 @@ class IStrategy(ABC):
         """
         return False
 
+    def check_sell_timeout(self, pair: str, trade: Trade, order: Dict, **kwargs) -> bool:
+        """
+        Check sell timeout function callback.
+        This method can be used to override the sell-timeout.
+        It is called whenever a limit sell order has been created,
+        and is not yet fully filled.
+        Configuration options in `unfilledtimeout` will be verified before this,
+        so ensure to set these timeouts high enough.
+
+        When not implemented by a strategy, this simply returns False.
+        :param pair: Pair the trade is for
+        :param trade: trade object.
+        :param order: Order dictionary as returned from CCXT.
+        :param **kwargs: Ensure to keep this here so updates to this won't break your strategy.
+        :return bool: When True is returned, then the sell-order is cancelled.
+        """
+        return False
+
     def informative_pairs(self) -> List[Tuple[str, str]]:
         """
         Define additional, informative pair/interval combinations to be cached from the exchange.

From 135d9ddf7ac4138ebd3b0650cf25655e67ecba32 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 21 Feb 2020 20:35:13 +0100
Subject: [PATCH 0571/1106] Fix test due to changed dry-run cancel order

---
 tests/exchange/test_exchange.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 8b2e439c3..acef073f1 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -1634,7 +1634,7 @@ def test_get_historic_trades_notsupported(default_conf, mocker, caplog, exchange
 def test_cancel_order_dry_run(default_conf, mocker, exchange_name):
     default_conf['dry_run'] = True
     exchange = get_patched_exchange(mocker, default_conf, id=exchange_name)
-    assert exchange.cancel_order(order_id='123', pair='TKN/BTC') is None
+    assert exchange.cancel_order(order_id='123', pair='TKN/BTC') == {}
 
 
 # Ensure that if not dry_run, we should call API

From bc30162a31b99078a3866659377210b084fccbbe Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 21 Feb 2020 20:54:21 +0100
Subject: [PATCH 0572/1106] Add some documentation

---
 docs/strategy-customization.md | 3 +--
 mkdocs.yml                     | 1 +
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index 07833da34..5746cc613 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -1,7 +1,6 @@
 # Strategy Customization
 
-This page explains where to customize your strategies, and add new
-indicators.
+This page explains where to customize your strategies, and add new indicators.
 
 ## Install a custom strategy file
 
diff --git a/mkdocs.yml b/mkdocs.yml
index d53687c64..528b77eb5 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -24,6 +24,7 @@ nav:
         - Plotting: plotting.md
     - SQL Cheatsheet: sql_cheatsheet.md
     - Advanced Post-installation Tasks: advanced-setup.md
+    - Advanced Strategy: strategy-advanced.md
     - Advanced Hyperopt: advanced-hyperopt.md
     - Sandbox Testing: sandbox-testing.md
     - Deprecated Features: deprecated.md

From 63502ed976a9cd5ffc75d09b8b5295fc34dca1e4 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 22 Feb 2020 08:14:08 +0100
Subject: [PATCH 0573/1106] Add new advanced-strategy documentation file

---
 docs/strategy-advanced.md | 59 +++++++++++++++++++++++++++++++++++++++
 1 file changed, 59 insertions(+)
 create mode 100644 docs/strategy-advanced.md

diff --git a/docs/strategy-advanced.md b/docs/strategy-advanced.md
new file mode 100644
index 000000000..bdb380276
--- /dev/null
+++ b/docs/strategy-advanced.md
@@ -0,0 +1,59 @@
+# Advanced Strategies
+
+This page explains some advanced concepts available for strategies.
+If you're just getting started, please be familiar with the methods described in the [Strategy Customization](strategy-customization.md) documentation first.
+
+## Custom order timeout rules
+
+Simple, timebased order-timeouts can be configured either via strategy or in the configuration in the `unfilledtimeout` section.
+
+However, freqtrade also offers a custom callback for both ordertypes, which allows you to decide based on custom criteria if a order did time out or not.
+
+!!! Note:
+    Unfilled order timeouts are not relevant during backtesting or hyperopt, and are only relevant during real (live) trading. Therefore these methods are only called in these circumstances.
+
+### Custom order timeout example
+
+A simple example, which applies different unfilled-timeouts depending on the price of the asset can be seen below.
+It applies a tight timeout for higher priced assets, while allowing more time to fill on cheap coins.
+
+The function must return either `True` (cancel order) or `False` (keep order alive).
+
+``` python
+from datetime import datetime, timestamp
+from freqtrade.persistence import Trade
+
+class Awesomestrategy(IStrategy):
+
+    # ... populate_* methods
+
+    # Set unfilledtimeout to 25 hours, since our maximum timeout from below is 24 hours.
+    unfilledtimeout = {
+        'buy': 60 * 25,
+        'sell': 60 * 25
+    }
+
+    def check_buy_timeout(self, pair: str, trade: Trade, order: dict, **kwargs) -> bool:
+        if trade.open_rate > 100 and trade.open_date < datetime.utcnow() - timedelta(minutes=5):
+            return True
+        elif trade.open_rate > 10 and trade.open_date < datetime.utcnow() - timedelta(minutes=3):
+            return True
+        elif trade.open_rate < 1 and trade.open_date < datetime.utcnow() - timedelta(hours=24):
+           return True
+        return True
+
+
+    def check_sell_timeout(self, pair: str, trade: Trade, order: dict, **kwargs) -> bool:
+        if trade.open_rate > 100 and trade.open_date < datetime.utcnow() - timedelta(minutes=5):
+            return True
+        elif trade.open_rate > 10 and trade.open_date < datetime.utcnow() - timedelta(minutes=3):
+            return True
+        elif trade.open_rate < 1 and trade.open_date < datetime.utcnow() - timedelta(hours=24):
+           return True
+        return True
+```
+
+!!! Note:
+    For the above example, `unfilledtimeout` must be set to something bigger than 24h, otherwise that type of timeout will apply first.
+
+    

From f5b4a6d3d72fea870d912e6a1b28c47ccd3247dc Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 22 Feb 2020 11:03:25 +0100
Subject: [PATCH 0574/1106] Remove fetch_ticker caching

---
 freqtrade/exchange/exchange.py  | 35 +++++++++++----------------------
 freqtrade/freqtradebot.py       |  4 ++--
 tests/exchange/test_exchange.py | 15 +++-----------
 tests/rpc/test_rpc.py           |  6 ------
 4 files changed, 16 insertions(+), 44 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index b3b347016..e45238b07 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -66,8 +66,6 @@ class Exchange:
 
         self._config.update(config)
 
-        self._cached_ticker: Dict[str, Any] = {}
-
         # Holds last candle refreshed time of each pair
         self._pairs_last_refresh_time: Dict[Tuple[str, str], int] = {}
         # Timestamp of last markets refresh
@@ -591,28 +589,17 @@ class Exchange:
             raise OperationalException(e) from e
 
     @retrier
-    def fetch_ticker(self, pair: str, refresh: Optional[bool] = True) -> dict:
-        if refresh or pair not in self._cached_ticker.keys():
-            try:
-                if pair not in self._api.markets or not self._api.markets[pair].get('active'):
-                    raise DependencyException(f"Pair {pair} not available")
-                data = self._api.fetch_ticker(pair)
-                try:
-                    self._cached_ticker[pair] = {
-                        'bid': float(data['bid']),
-                        'ask': float(data['ask']),
-                    }
-                except KeyError:
-                    logger.debug("Could not cache ticker data for %s", pair)
-                return data
-            except (ccxt.NetworkError, ccxt.ExchangeError) as e:
-                raise TemporaryError(
-                    f'Could not load ticker due to {e.__class__.__name__}. Message: {e}') from e
-            except ccxt.BaseError as e:
-                raise OperationalException(e) from e
-        else:
-            logger.info("returning cached ticker-data for %s", pair)
-            return self._cached_ticker[pair]
+    def fetch_ticker(self, pair: str) -> dict:
+        try:
+            if pair not in self._api.markets or not self._api.markets[pair].get('active'):
+                raise DependencyException(f"Pair {pair} not available")
+            data = self._api.fetch_ticker(pair)
+            return data
+        except (ccxt.NetworkError, ccxt.ExchangeError) as e:
+            raise TemporaryError(
+                f'Could not load ticker due to {e.__class__.__name__}. Message: {e}') from e
+        except ccxt.BaseError as e:
+            raise OperationalException(e) from e
 
     def get_historic_ohlcv(self, pair: str, timeframe: str,
                            since_ms: int) -> List:
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 127586437..032e3e8f7 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -253,7 +253,7 @@ class FreqtradeBot:
         else:
             if not tick:
                 logger.info('Using Last Ask / Last Price')
-                ticker = self.exchange.fetch_ticker(pair, refresh)
+                ticker = self.exchange.fetch_ticker(pair)
             else:
                 ticker = tick
             if ticker['ask'] < ticker['last']:
@@ -631,7 +631,7 @@ class FreqtradeBot:
             rate = order_book['bids'][0][0]
 
         else:
-            rate = self.exchange.fetch_ticker(pair, refresh)['bid']
+            rate = self.exchange.fetch_ticker(pair)['bid']
         return rate
 
     def handle_trade(self, trade: Trade) -> bool:
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 8b2e439c3..3830d0acb 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -1121,25 +1121,16 @@ def test_fetch_ticker(default_conf, mocker, exchange_name):
     assert ticker['bid'] == 0.5
     assert ticker['ask'] == 1
 
-    assert 'ETH/BTC' in exchange._cached_ticker
-    assert exchange._cached_ticker['ETH/BTC']['bid'] == 0.5
-    assert exchange._cached_ticker['ETH/BTC']['ask'] == 1
-
-    # Test caching
-    api_mock.fetch_ticker = MagicMock()
-    exchange.fetch_ticker(pair='ETH/BTC', refresh=False)
-    assert api_mock.fetch_ticker.call_count == 0
-
     ccxt_exceptionhandlers(mocker, default_conf, api_mock, exchange_name,
                            "fetch_ticker", "fetch_ticker",
-                           pair='ETH/BTC', refresh=True)
+                           pair='ETH/BTC')
 
     api_mock.fetch_ticker = MagicMock(return_value={})
     exchange = get_patched_exchange(mocker, default_conf, api_mock, id=exchange_name)
-    exchange.fetch_ticker(pair='ETH/BTC', refresh=True)
+    exchange.fetch_ticker(pair='ETH/BTC')
 
     with pytest.raises(DependencyException, match=r'Pair XRP/ETH not available'):
-        exchange.fetch_ticker(pair='XRP/ETH', refresh=True)
+        exchange.fetch_ticker(pair='XRP/ETH')
 
 
 @pytest.mark.parametrize("exchange_name", EXCHANGES)
diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index a35bfa0d6..2d1fa5b2d 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -67,8 +67,6 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
 
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(side_effect=DependencyException(f"Pair 'ETH/BTC' not available")))
-    # invalidate ticker cache
-    rpc._freqtrade.exchange._cached_ticker = {}
     results = rpc._rpc_trade_status()
     assert isnan(results[0]['current_profit'])
     assert isnan(results[0]['current_rate'])
@@ -136,8 +134,6 @@ def test_rpc_status_table(default_conf, ticker, fee, mocker) -> None:
 
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(side_effect=DependencyException(f"Pair 'ETH/BTC' not available")))
-    # invalidate ticker cache
-    rpc._freqtrade.exchange._cached_ticker = {}
     result, headers = rpc._rpc_status_table(default_conf['stake_currency'], 'USD')
     assert 'instantly' == result[0][2]
     assert 'ETH/BTC' in result[0][1]
@@ -262,8 +258,6 @@ def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
     # Test non-available pair
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(side_effect=DependencyException(f"Pair 'ETH/BTC' not available")))
-    # invalidate ticker cache
-    rpc._freqtrade.exchange._cached_ticker = {}
     stats = rpc._rpc_trade_statistics(stake_currency, fiat_display_currency)
     assert stats['trade_count'] == 2
     assert stats['first_trade_date'] == 'just now'

From 97e6e5e9766c87bb728fe396f4f5119616eeda1a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 22 Feb 2020 11:12:33 +0100
Subject: [PATCH 0575/1106] Implement caching in the correct place

---
 freqtrade/freqtradebot.py | 32 ++++++++++++++++++++++++++------
 tests/rpc/test_rpc.py     |  6 +++---
 2 files changed, 29 insertions(+), 9 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 032e3e8f7..d9126370b 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -11,6 +11,7 @@ from threading import Lock
 from typing import Any, Dict, List, Optional, Tuple
 
 import arrow
+from cachetools import TTLCache
 from requests.exceptions import RequestException
 
 from freqtrade import __version__, constants, persistence
@@ -54,6 +55,9 @@ class FreqtradeBot:
 
         self._heartbeat_msg = 0
 
+        self._sell_rate_cache = TTLCache(maxsize=100, ttl=5)
+        self._buy_rate_cache = TTLCache(maxsize=100, ttl=5)
+
         self.heartbeat_interval = self.config.get('internals', {}).get('heartbeat_interval', 60)
 
         self.strategy: IStrategy = StrategyResolver.load_strategy(self.config)
@@ -234,11 +238,19 @@ class FreqtradeBot:
 
         return trades_created
 
-    def get_buy_rate(self, pair: str, refresh: bool, tick: Dict = None) -> float:
+    def get_buy_rate(self, pair: str, refresh: bool) -> float:
         """
         Calculates bid target between current ask price and last price
+        :param pair: Pair to get rate for
+        :param refresh: allow cached data
         :return: float: Price
         """
+        if not refresh:
+            rate = self._sell_rate_cache.get(pair)
+            # Check if cache has been invalidated
+            if rate:
+                return rate
+
         config_bid_strategy = self.config.get('bid_strategy', {})
         if 'use_order_book' in config_bid_strategy and\
                 config_bid_strategy.get('use_order_book', False):
@@ -251,11 +263,8 @@ class FreqtradeBot:
             logger.info('...top %s order book buy rate %0.8f', order_book_top, order_book_rate)
             used_rate = order_book_rate
         else:
-            if not tick:
-                logger.info('Using Last Ask / Last Price')
-                ticker = self.exchange.fetch_ticker(pair)
-            else:
-                ticker = tick
+            logger.info('Using Last Ask / Last Price')
+            ticker = self.exchange.fetch_ticker(pair)
             if ticker['ask'] < ticker['last']:
                 ticker_rate = ticker['ask']
             else:
@@ -263,6 +272,8 @@ class FreqtradeBot:
                 ticker_rate = ticker['ask'] + balance * (ticker['last'] - ticker['ask'])
             used_rate = ticker_rate
 
+        self._buy_rate_cache[pair] = used_rate
+
         return used_rate
 
     def get_trade_stake_amount(self, pair: str) -> float:
@@ -621,8 +632,16 @@ class FreqtradeBot:
         The orderbook portion is only used for rpc messaging, which would otherwise fail
         for BitMex (has no bid/ask in fetch_ticker)
         or remain static in any other case since it's not updating.
+        :param pair: Pair to get rate for
+        :param refresh: allow cached data
         :return: Bid rate
         """
+        if not refresh:
+            rate = self._sell_rate_cache.get(pair)
+            # Check if cache has been invalidated
+            if rate:
+                return rate
+
         config_ask_strategy = self.config.get('ask_strategy', {})
         if config_ask_strategy.get('use_order_book', False):
             logger.debug('Using order book to get sell rate')
@@ -632,6 +651,7 @@ class FreqtradeBot:
 
         else:
             rate = self.exchange.fetch_ticker(pair)['bid']
+        self._sell_rate_cache[pair] = rate
         return rate
 
     def handle_trade(self, trade: Trade) -> bool:
diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index 2d1fa5b2d..40b2d6627 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -65,7 +65,7 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
         'open_order': '(limit buy rem=0.00000000)'
     } == results[0]
 
-    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
+    mocker.patch('freqtrade.freqtradebot.FreqtradeBot.get_sell_rate',
                  MagicMock(side_effect=DependencyException(f"Pair 'ETH/BTC' not available")))
     results = rpc._rpc_trade_status()
     assert isnan(results[0]['current_profit'])
@@ -132,7 +132,7 @@ def test_rpc_status_table(default_conf, ticker, fee, mocker) -> None:
     assert 'ETH/BTC' in result[0][1]
     assert '-0.59% (-0.09)' == result[0][3]
 
-    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
+    mocker.patch('freqtrade.freqtradebot.FreqtradeBot.get_sell_rate',
                  MagicMock(side_effect=DependencyException(f"Pair 'ETH/BTC' not available")))
     result, headers = rpc._rpc_status_table(default_conf['stake_currency'], 'USD')
     assert 'instantly' == result[0][2]
@@ -256,7 +256,7 @@ def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
     assert prec_satoshi(stats['best_rate'], 6.2)
 
     # Test non-available pair
-    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
+    mocker.patch('freqtrade.freqtradebot.FreqtradeBot.get_sell_rate',
                  MagicMock(side_effect=DependencyException(f"Pair 'ETH/BTC' not available")))
     stats = rpc._rpc_trade_statistics(stake_currency, fiat_display_currency)
     assert stats['trade_count'] == 2

From 77ef3240cd17b932f499a19e7820e39818cf1aa9 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 22 Feb 2020 11:16:20 +0100
Subject: [PATCH 0576/1106] Implement log messages

---
 freqtrade/freqtradebot.py | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index d9126370b..4b54b79e1 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -246,9 +246,10 @@ class FreqtradeBot:
         :return: float: Price
         """
         if not refresh:
-            rate = self._sell_rate_cache.get(pair)
+            rate = self._buy_rate_cache.get(pair)
             # Check if cache has been invalidated
             if rate:
+                logger.info(f"Using cached buy rate for {pair}.")
                 return rate
 
         config_bid_strategy = self.config.get('bid_strategy', {})
@@ -577,7 +578,7 @@ class FreqtradeBot:
         """
         Sends rpc notification when a buy cancel occured.
         """
-        current_rate = self.get_buy_rate(trade.pair, True)
+        current_rate = self.get_buy_rate(trade.pair, False)
 
         msg = {
             'type': RPCMessageType.BUY_CANCEL_NOTIFICATION,
@@ -640,6 +641,7 @@ class FreqtradeBot:
             rate = self._sell_rate_cache.get(pair)
             # Check if cache has been invalidated
             if rate:
+                logger.info(f"Using cached sell rate for {pair}.")
                 return rate
 
         config_ask_strategy = self.config.get('ask_strategy', {})
@@ -1078,7 +1080,7 @@ class FreqtradeBot:
         """
         profit_rate = trade.close_rate if trade.close_rate else trade.close_rate_requested
         profit_trade = trade.calc_profit(rate=profit_rate)
-        current_rate = self.get_sell_rate(trade.pair, True)
+        current_rate = self.get_sell_rate(trade.pair, False)
         profit_percent = trade.calc_profit_ratio(profit_rate)
         gain = "profit" if profit_percent > 0 else "loss"
 

From 2fe7b683cb3a11b4c629b7a796b30ff5838a5682 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 22 Feb 2020 11:23:13 +0100
Subject: [PATCH 0577/1106] Add tests for cached rates

---
 tests/test_freqtradebot.py | 23 +++++++++++++++++++++--
 1 file changed, 21 insertions(+), 2 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 5ed4d296c..c7a70be8c 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -915,13 +915,21 @@ def test_process_informative_pairs_added(default_conf, ticker, mocker) -> None:
     (5, 10, 1.0, 5),  # last bigger than ask
     (5, 10, 0.5, 5),  # last bigger than ask
 ])
-def test_get_buy_rate(mocker, default_conf, ask, last, last_ab, expected) -> None:
+def test_get_buy_rate(mocker, default_conf, caplog, ask, last, last_ab, expected) -> None:
     default_conf['bid_strategy']['ask_last_balance'] = last_ab
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
                  MagicMock(return_value={'ask': ask, 'last': last}))
 
     assert freqtrade.get_buy_rate('ETH/BTC', True) == expected
+    assert not log_has("Using cached buy rate for ETH/BTC.", caplog)
+
+    assert freqtrade.get_buy_rate('ETH/BTC', False) == expected
+    assert log_has("Using cached buy rate for ETH/BTC.", caplog)
+    # Running a 2nd time with Refresh on!
+    caplog.clear()
+    assert freqtrade.get_buy_rate('ETH/BTC', True) == expected
+    assert not log_has("Using cached buy rate for ETH/BTC.", caplog)
 
 
 def test_execute_buy(mocker, default_conf, fee, limit_buy_order) -> None:
@@ -3614,7 +3622,7 @@ def test_order_book_ask_strategy(default_conf, limit_buy_order, limit_sell_order
     assert freqtrade.handle_trade(trade) is True
 
 
-def test_get_sell_rate(default_conf, mocker, ticker, order_book_l2) -> None:
+def test_get_sell_rate(default_conf, mocker, caplog, ticker, order_book_l2) -> None:
 
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
@@ -3626,8 +3634,15 @@ def test_get_sell_rate(default_conf, mocker, ticker, order_book_l2) -> None:
     # Test regular mode
     ft = get_patched_freqtradebot(mocker, default_conf)
     rate = ft.get_sell_rate(pair, True)
+    assert not log_has("Using cached sell rate for ETH/BTC.", caplog)
     assert isinstance(rate, float)
     assert rate == 0.00001098
+    # Use caching
+    rate = ft.get_sell_rate(pair, False)
+    assert rate == 0.00001098
+    assert log_has("Using cached sell rate for ETH/BTC.", caplog)
+
+    caplog.clear()
 
     # Test orderbook mode
     default_conf['ask_strategy']['use_order_book'] = True
@@ -3635,8 +3650,12 @@ def test_get_sell_rate(default_conf, mocker, ticker, order_book_l2) -> None:
     default_conf['ask_strategy']['order_book_max'] = 2
     ft = get_patched_freqtradebot(mocker, default_conf)
     rate = ft.get_sell_rate(pair, True)
+    assert not log_has("Using cached sell rate for ETH/BTC.", caplog)
     assert isinstance(rate, float)
     assert rate == 0.043936
+    rate = ft.get_sell_rate(pair, False)
+    assert rate == 0.043936
+    assert log_has("Using cached sell rate for ETH/BTC.", caplog)
 
 
 def test_startup_state(default_conf, mocker):

From 4a188525ec610b8e0b41bb028f9803bf98abaa8a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 22 Feb 2020 11:28:13 +0100
Subject: [PATCH 0578/1106] Fix documentation note syntax

---
 docs/strategy-advanced.md | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/docs/strategy-advanced.md b/docs/strategy-advanced.md
index bdb380276..a60a6ea47 100644
--- a/docs/strategy-advanced.md
+++ b/docs/strategy-advanced.md
@@ -9,7 +9,7 @@ Simple, timebased order-timeouts can be configured either via strategy or in the
 
 However, freqtrade also offers a custom callback for both ordertypes, which allows you to decide based on custom criteria if a order did time out or not.
 
-!!! Note:
+!!! Note
     Unfilled order timeouts are not relevant during backtesting or hyperopt, and are only relevant during real (live) trading. Therefore these methods are only called in these circumstances.
 
 ### Custom order timeout example
@@ -53,7 +53,5 @@ class Awesomestrategy(IStrategy):
         return True
 ```
 
-!!! Note:
+!!! Note
     For the above example, `unfilledtimeout` must be set to something bigger than 24h, otherwise that type of timeout will apply first.
-
-    

From 365fdf4c3732bdbe588e18f052b81648d0c551f7 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 22 Feb 2020 11:41:22 +0100
Subject: [PATCH 0579/1106] Add docstring to strategy wrapper

---
 freqtrade/strategy/strategy_wrapper.py | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/freqtrade/strategy/strategy_wrapper.py b/freqtrade/strategy/strategy_wrapper.py
index 4f35bfbab..597432255 100644
--- a/freqtrade/strategy/strategy_wrapper.py
+++ b/freqtrade/strategy/strategy_wrapper.py
@@ -6,6 +6,11 @@ logger = logging.getLogger(__name__)
 
 
 def strategy_safe_wrapper(f, message: str = "", default_retval=None):
+    """
+    Wrapper around user-provided methods and functions.
+    Caches all exceptions and returns either the default_retval (if it's not None) or raises
+    a StrategyError exception, which then needs to be handled by the calling method.
+    """
     def wrapper(*args, **kwargs):
         try:
             return f(*args, **kwargs)
@@ -15,14 +20,14 @@ def strategy_safe_wrapper(f, message: str = "", default_retval=None):
                 f"Strategy caused the following exception: {error}"
                 f"{f}"
             )
-            if not default_retval:
+            if default_retval is None:
                 raise StrategyError(str(error)) from error
             return default_retval
         except Exception as error:
             logger.exception(
                 f"Unexpected error {error} calling {f}"
             )
-            if not default_retval:
+            if default_retval is None:
                 raise StrategyError(str(error)) from error
             return default_retval
 

From 8cd77b2e2708a30fd3c01002f21aca8c23673e7d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 22 Feb 2020 11:52:39 +0100
Subject: [PATCH 0580/1106] Add some tests for strategy_wrapper

---
 freqtrade/strategy/strategy_wrapper.py |  1 +
 tests/strategy/test_interface.py       | 38 ++++++++++++++++++++++++++
 2 files changed, 39 insertions(+)

diff --git a/freqtrade/strategy/strategy_wrapper.py b/freqtrade/strategy/strategy_wrapper.py
index 597432255..7b9da9140 100644
--- a/freqtrade/strategy/strategy_wrapper.py
+++ b/freqtrade/strategy/strategy_wrapper.py
@@ -25,6 +25,7 @@ def strategy_safe_wrapper(f, message: str = "", default_retval=None):
             return default_retval
         except Exception as error:
             logger.exception(
+                f"{message}"
                 f"Unexpected error {error} calling {f}"
             )
             if default_retval is None:
diff --git a/tests/strategy/test_interface.py b/tests/strategy/test_interface.py
index ca9bdc504..1db01b3ac 100644
--- a/tests/strategy/test_interface.py
+++ b/tests/strategy/test_interface.py
@@ -4,12 +4,15 @@ import logging
 from unittest.mock import MagicMock
 
 import arrow
+import pytest
 from pandas import DataFrame
 
 from freqtrade.configuration import TimeRange
 from freqtrade.data.history import load_data
+from freqtrade.exceptions import StrategyError
 from freqtrade.persistence import Trade
 from freqtrade.resolvers import StrategyResolver
+from freqtrade.strategy.strategy_wrapper import strategy_safe_wrapper
 from tests.conftest import get_patched_exchange, log_has, log_has_re
 
 from .strats.default_strategy import DefaultStrategy
@@ -323,3 +326,38 @@ def test_is_pair_locked(default_conf):
     pair = 'ETH/BTC'
     strategy.unlock_pair(pair)
     assert not strategy.is_pair_locked(pair)
+
+
+@pytest.mark.parametrize('error', [
+    ValueError, KeyError, Exception,
+])
+def test_strategy_safe_wrapper_error(caplog, error):
+    def failing_method():
+        raise error('This is an error.')
+
+    def working_method(argumentpassedin):
+        return argumentpassedin
+
+    with pytest.raises(StrategyError, match=r'This is an error.'):
+        strategy_safe_wrapper(failing_method, message='DeadBeef')()
+
+    assert log_has_re(r'DeadBeef.*', caplog)
+    ret = strategy_safe_wrapper(failing_method, message='DeadBeef', default_retval=True)()
+
+    assert isinstance(ret, bool)
+    assert ret
+
+
+@pytest.mark.parametrize('value', [
+    1, 22, 55, True, False, {'a': 1, 'b': '112'},
+    [1, 2, 3, 4], (4, 2, 3, 6)
+])
+def test_strategy_safe_wrapper(value):
+
+    def working_method(argumentpassedin):
+        return argumentpassedin
+
+    ret = strategy_safe_wrapper(working_method, message='DeadBeef')(value)
+
+    assert type(ret) == type(value)
+    assert ret == value

From 7ecc56fa44d56d3ceaf70cc81b205cbcaff90795 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 22 Feb 2020 13:10:41 +0100
Subject: [PATCH 0581/1106] Load ohlcv data as float

---
 freqtrade/data/history/jsondatahandler.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/data/history/jsondatahandler.py b/freqtrade/data/history/jsondatahandler.py
index 17b9fd7d7..7219d8c01 100644
--- a/freqtrade/data/history/jsondatahandler.py
+++ b/freqtrade/data/history/jsondatahandler.py
@@ -69,7 +69,7 @@ class JsonDataHandler(IDataHandler):
         filename = self._pair_data_filename(self._datadir, pair, timeframe)
         if not filename.exists():
             return DataFrame(columns=self._columns)
-        pairdata = read_json(filename, orient='values')
+        pairdata = read_json(filename, orient='values', dtype='float64')
         pairdata.columns = self._columns
         pairdata['date'] = to_datetime(pairdata['date'],
                                        unit='ms',

From 3186add87b82837018e8e9e46a0fb5c5d71a2b23 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 22 Feb 2020 14:46:54 +0100
Subject: [PATCH 0582/1106] Use explicit column list for float parsing

---
 freqtrade/data/history/jsondatahandler.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/freqtrade/data/history/jsondatahandler.py b/freqtrade/data/history/jsondatahandler.py
index 7219d8c01..606018f34 100644
--- a/freqtrade/data/history/jsondatahandler.py
+++ b/freqtrade/data/history/jsondatahandler.py
@@ -69,7 +69,9 @@ class JsonDataHandler(IDataHandler):
         filename = self._pair_data_filename(self._datadir, pair, timeframe)
         if not filename.exists():
             return DataFrame(columns=self._columns)
-        pairdata = read_json(filename, orient='values', dtype='float64')
+        pairdata = read_json(filename, orient='values',
+                             dtype={'open': 'float', 'high': 'float',
+                                    'low': 'float', 'close': 'float', 'volume': 'float'})
         pairdata.columns = self._columns
         pairdata['date'] = to_datetime(pairdata['date'],
                                        unit='ms',

From c651e0ac8278c854dc5901189d598b247e8d64ea Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 22 Feb 2020 19:46:40 +0300
Subject: [PATCH 0583/1106] Fix #2948

---
 freqtrade/data/history/jsondatahandler.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/freqtrade/data/history/jsondatahandler.py b/freqtrade/data/history/jsondatahandler.py
index 606018f34..ee653d937 100644
--- a/freqtrade/data/history/jsondatahandler.py
+++ b/freqtrade/data/history/jsondatahandler.py
@@ -69,10 +69,11 @@ class JsonDataHandler(IDataHandler):
         filename = self._pair_data_filename(self._datadir, pair, timeframe)
         if not filename.exists():
             return DataFrame(columns=self._columns)
-        pairdata = read_json(filename, orient='values',
-                             dtype={'open': 'float', 'high': 'float',
-                                    'low': 'float', 'close': 'float', 'volume': 'float'})
+        pairdata = read_json(filename, orient='values')
         pairdata.columns = self._columns
+        pairdata = pairdata.astype(copy=False,
+                                   dtype={'open': 'float', 'high': 'float',
+                                          'low': 'float', 'close': 'float', 'volume': 'float'})
         pairdata['date'] = to_datetime(pairdata['date'],
                                        unit='ms',
                                        utc=True,

From e2e6b940a3252985a7167ab49625e03131af0090 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 22 Feb 2020 19:54:19 +0300
Subject: [PATCH 0584/1106] copy=False does not make the changes inline anyway,
 so not needed

---
 freqtrade/data/history/jsondatahandler.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/freqtrade/data/history/jsondatahandler.py b/freqtrade/data/history/jsondatahandler.py
index ee653d937..2b738a94a 100644
--- a/freqtrade/data/history/jsondatahandler.py
+++ b/freqtrade/data/history/jsondatahandler.py
@@ -71,8 +71,7 @@ class JsonDataHandler(IDataHandler):
             return DataFrame(columns=self._columns)
         pairdata = read_json(filename, orient='values')
         pairdata.columns = self._columns
-        pairdata = pairdata.astype(copy=False,
-                                   dtype={'open': 'float', 'high': 'float',
+        pairdata = pairdata.astype(dtype={'open': 'float', 'high': 'float',
                                           'low': 'float', 'close': 'float', 'volume': 'float'})
         pairdata['date'] = to_datetime(pairdata['date'],
                                        unit='ms',

From ca8e52dc2cd61a80822cb158e1221d3d24ba62e7 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 23 Feb 2020 00:21:19 +0300
Subject: [PATCH 0585/1106] Show heartbeat message earlier after changing the
 state

---
 freqtrade/worker.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index f4b9f275b..e17f61f2f 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -83,6 +83,10 @@ class Worker:
             if state == State.RUNNING:
                 self.freqtrade.startup()
 
+            # Reset heartbeat timestamp to log the heartbeat message at
+            # first throttling iteration when the state changes
+            self._heartbeat_msg = 0
+
         if state == State.STOPPED:
             # Ping systemd watchdog before sleeping in the stopped state
             if self._sd_notify:

From 259dc75a3083b76980bf12d6575764eac96dd202 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sat, 22 Feb 2020 23:10:46 +0100
Subject: [PATCH 0586/1106] some order and added weighted BB indicator to list

---
 .../templates/subtemplates/indicators_full.j2 | 103 +++++++++++-------
 1 file changed, 65 insertions(+), 38 deletions(-)

diff --git a/freqtrade/templates/subtemplates/indicators_full.j2 b/freqtrade/templates/subtemplates/indicators_full.j2
index 879a2daa0..87b385dd0 100644
--- a/freqtrade/templates/subtemplates/indicators_full.j2
+++ b/freqtrade/templates/subtemplates/indicators_full.j2
@@ -2,12 +2,17 @@
 # Momentum Indicators
 # ------------------------------------
 
-# RSI
-dataframe['rsi'] = ta.RSI(dataframe)
-
 # ADX
 dataframe['adx'] = ta.ADX(dataframe)
 
+# # Plus Directional Indicator / Movement
+# dataframe['plus_dm'] = ta.PLUS_DM(dataframe)
+# dataframe['plus_di'] = ta.PLUS_DI(dataframe)
+
+# # Minus Directional Indicator / Movement
+# dataframe['minus_dm'] = ta.MINUS_DM(dataframe)
+# dataframe['minus_di'] = ta.MINUS_DI(dataframe)
+
 # # Aroon, Aroon Oscillator
 # aroon = ta.AROON(dataframe)
 # dataframe['aroonup'] = aroon['aroonup']
@@ -20,6 +25,31 @@ dataframe['adx'] = ta.ADX(dataframe)
 # # Commodity Channel Index: values Oversold:<-100, Overbought:>100
 # dataframe['cci'] = ta.CCI(dataframe)
 
+# RSI
+dataframe['rsi'] = ta.RSI(dataframe)
+
+# # Inverse Fisher transform on RSI: values [-1.0, 1.0] (https://goo.gl/2JGGoy)
+# rsi = 0.1 * (dataframe['rsi'] - 50)
+# dataframe['fisher_rsi'] = (np.exp(2 * rsi) - 1) / (np.exp(2 * rsi) + 1)
+
+# # Inverse Fisher transform on RSI normalized: values [0.0, 100.0] (https://goo.gl/2JGGoy)
+# dataframe['fisher_rsi_norma'] = 50 * (dataframe['fisher_rsi'] + 1)
+
+# # Stochastic Slow
+# stoch = ta.STOCH(dataframe)
+# dataframe['slowd'] = stoch['slowd']
+# dataframe['slowk'] = stoch['slowk']
+
+# Stochastic Fast
+stoch_fast = ta.STOCHF(dataframe)
+dataframe['fastd'] = stoch_fast['fastd']
+dataframe['fastk'] = stoch_fast['fastk']
+
+# # Stochastic RSI
+# stoch_rsi = ta.STOCHRSI(dataframe)
+# dataframe['fastd_rsi'] = stoch_rsi['fastd']
+# dataframe['fastk_rsi'] = stoch_rsi['fastk']
+
 # MACD
 macd = ta.MACD(dataframe)
 dataframe['macd'] = macd['macd']
@@ -29,60 +59,57 @@ dataframe['macdhist'] = macd['macdhist']
 # MFI
 dataframe['mfi'] = ta.MFI(dataframe)
 
-# # Minus Directional Indicator / Movement
-# dataframe['minus_dm'] = ta.MINUS_DM(dataframe)
-# dataframe['minus_di'] = ta.MINUS_DI(dataframe)
-
-# # Plus Directional Indicator / Movement
-# dataframe['plus_dm'] = ta.PLUS_DM(dataframe)
-# dataframe['plus_di'] = ta.PLUS_DI(dataframe)
-# dataframe['minus_di'] = ta.MINUS_DI(dataframe)
-
 # # ROC
 # dataframe['roc'] = ta.ROC(dataframe)
 
-# # Inverse Fisher transform on RSI, values [-1.0, 1.0] (https://goo.gl/2JGGoy)
-# rsi = 0.1 * (dataframe['rsi'] - 50)
-# dataframe['fisher_rsi'] = (np.exp(2 * rsi) - 1) / (np.exp(2 * rsi) + 1)
-
-# # Inverse Fisher transform on RSI normalized, value [0.0, 100.0] (https://goo.gl/2JGGoy)
-# dataframe['fisher_rsi_norma'] = 50 * (dataframe['fisher_rsi'] + 1)
-
-# # Stoch
-# stoch = ta.STOCH(dataframe)
-# dataframe['slowd'] = stoch['slowd']
-# dataframe['slowk'] = stoch['slowk']
-
-# Stoch fast
-stoch_fast = ta.STOCHF(dataframe)
-dataframe['fastd'] = stoch_fast['fastd']
-dataframe['fastk'] = stoch_fast['fastk']
-
-# # Stoch RSI
-# stoch_rsi = ta.STOCHRSI(dataframe)
-# dataframe['fastd_rsi'] = stoch_rsi['fastd']
-# dataframe['fastk_rsi'] = stoch_rsi['fastk']
-
 # Overlap Studies
 # ------------------------------------
 
-# Bollinger bands
+# Bollinger Bands
 bollinger = qtpylib.bollinger_bands(qtpylib.typical_price(dataframe), window=20, stds=2)
 dataframe['bb_lowerband'] = bollinger['lower']
 dataframe['bb_middleband'] = bollinger['mid']
 dataframe['bb_upperband'] = bollinger['upper']
+dataframe["bb_percent"] = (
+    (dataframe["close"] - dataframe["bb_lowerband"]) /
+    (dataframe["bb_upperband"] - dataframe["bb_lowerband"])
+)
+dataframe["bb_width"] = (
+    (dataframe["bb_upperband"] - dataframe["bb_lowerband"]) / dataframe["bb_middleband"]
+)
+
+# Bollinger Bands - Weighted (EMA based instead of SMA)
+# weighted_bollinger = qtpylib.weighted_bollinger_bands(
+#     qtpylib.typical_price(dataframe), window=20, stds=2
+# )
+# dataframe["wbb_upperband"] = weighted_bollinger["upper"]
+# dataframe["wbb_lowerband"] = weighted_bollinger["lower"]
+# dataframe["wbb_middleband"] = weighted_bollinger["mid"]
+# dataframe["wbb_percent"] = (
+#     (dataframe["close"] - dataframe["wbb_lowerband"]) /
+#     (dataframe["wbb_upperband"] - dataframe["wbb_lowerband"])
+# )
+# dataframe["wbb_width"] = (
+#     (dataframe["wbb_upperband"] - dataframe["wbb_lowerband"]) / dataframe["wbb_middleband"]
+# )
 
 # # EMA - Exponential Moving Average
 # dataframe['ema3'] = ta.EMA(dataframe, timeperiod=3)
 # dataframe['ema5'] = ta.EMA(dataframe, timeperiod=5)
 # dataframe['ema10'] = ta.EMA(dataframe, timeperiod=10)
+# dataframe['ema21'] = ta.EMA(dataframe, timeperiod=21)
 # dataframe['ema50'] = ta.EMA(dataframe, timeperiod=50)
 # dataframe['ema100'] = ta.EMA(dataframe, timeperiod=100)
 
 # # SMA - Simple Moving Average
-# dataframe['sma'] = ta.SMA(dataframe, timeperiod=40)
+# dataframe['sma3'] = ta.SMA(dataframe, timeperiod=3)
+# dataframe['sma5'] = ta.SMA(dataframe, timeperiod=5)
+# dataframe['sma10'] = ta.SMA(dataframe, timeperiod=10)
+# dataframe['sma21'] = ta.SMA(dataframe, timeperiod=21)
+# dataframe['sma50'] = ta.SMA(dataframe, timeperiod=50)
+# dataframe['sma100'] = ta.SMA(dataframe, timeperiod=100)
 
-# SAR Parabol
+# Parabolic SAR
 dataframe['sar'] = ta.SAR(dataframe)
 
 # TEMA - Triple Exponential Moving Average
@@ -142,7 +169,7 @@ dataframe['htleadsine'] = hilbert['leadsine']
 
 # # Chart type
 # # ------------------------------------
-# # Heikinashi stategy
+# # Heikin Ashi Strategy
 # heikinashi = qtpylib.heikinashi(dataframe)
 # dataframe['ha_open'] = heikinashi['open']
 # dataframe['ha_close'] = heikinashi['close']

From b49b9b515ed14d1c501e9350fe727f0f16a7722d Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sat, 22 Feb 2020 23:37:15 +0100
Subject: [PATCH 0587/1106] final touches

---
 freqtrade/templates/subtemplates/indicators_full.j2 | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/templates/subtemplates/indicators_full.j2 b/freqtrade/templates/subtemplates/indicators_full.j2
index 87b385dd0..cd106451e 100644
--- a/freqtrade/templates/subtemplates/indicators_full.j2
+++ b/freqtrade/templates/subtemplates/indicators_full.j2
@@ -19,7 +19,7 @@ dataframe['adx'] = ta.ADX(dataframe)
 # dataframe['aroondown'] = aroon['aroondown']
 # dataframe['aroonosc'] = ta.AROONOSC(dataframe)
 
-# # Awesome oscillator
+# # Awesome Oscillator
 # dataframe['ao'] = qtpylib.awesome_oscillator(dataframe)
 
 # # Commodity Channel Index: values Oversold:<-100, Overbought:>100

From 2957756275367bcd35734989cfe61558356a4a09 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sat, 22 Feb 2020 23:39:01 +0100
Subject: [PATCH 0588/1106] final touches plus

---
 freqtrade/templates/subtemplates/indicators_full.j2 | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/templates/subtemplates/indicators_full.j2 b/freqtrade/templates/subtemplates/indicators_full.j2
index cd106451e..903aebb73 100644
--- a/freqtrade/templates/subtemplates/indicators_full.j2
+++ b/freqtrade/templates/subtemplates/indicators_full.j2
@@ -22,7 +22,7 @@ dataframe['adx'] = ta.ADX(dataframe)
 # # Awesome Oscillator
 # dataframe['ao'] = qtpylib.awesome_oscillator(dataframe)
 
-# # Commodity Channel Index: values Oversold:<-100, Overbought:>100
+# # Commodity Channel Index: values Oversold:-100, Overbought:100
 # dataframe['cci'] = ta.CCI(dataframe)
 
 # RSI

From 5ac624446587f95af22b322b53caddd87692f021 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sat, 22 Feb 2020 23:50:26 +0100
Subject: [PATCH 0589/1106] added keltner channel and uo

---
 .../templates/subtemplates/indicators_full.j2  | 18 +++++++++++++++++-
 1 file changed, 17 insertions(+), 1 deletion(-)

diff --git a/freqtrade/templates/subtemplates/indicators_full.j2 b/freqtrade/templates/subtemplates/indicators_full.j2
index 903aebb73..af472faef 100644
--- a/freqtrade/templates/subtemplates/indicators_full.j2
+++ b/freqtrade/templates/subtemplates/indicators_full.j2
@@ -22,7 +22,23 @@ dataframe['adx'] = ta.ADX(dataframe)
 # # Awesome Oscillator
 # dataframe['ao'] = qtpylib.awesome_oscillator(dataframe)
 
-# # Commodity Channel Index: values Oversold:-100, Overbought:100
+# # Keltner Channel
+# keltner = qtpylib.keltner_channel(dataframe)
+# dataframe["kc_upperband"] = keltner["upper"]
+# dataframe["kc_lowerband"] = keltner["lower"]
+# dataframe["kc_middleband"] = keltner["mid"]
+# dataframe["kc_percent"] = (
+#     (dataframe["close"] - dataframe["kc_lowerband"]) /
+#     (dataframe["kc_upperband"] - dataframe["kc_lowerband"])
+# )
+# dataframe["kc_width"] = (
+#     (dataframe["kc_upperband"] - dataframe["kc_lowerband"]) / dataframe["kc_middleband"]
+# )
+
+# # Ultimate Oscillator
+# dataframe['ao'] = ta.ULTOSC(dataframe)
+
+# # Commodity Channel Index: values [Oversold:-100, Overbought:100]
 # dataframe['cci'] = ta.CCI(dataframe)
 
 # RSI

From d2181bdd9492d16be409d82cd2fa5f0782c15838 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 23 Feb 2020 01:45:15 +0300
Subject: [PATCH 0590/1106] Adjust tests

---
 tests/test_freqtradebot.py | 28 ++---------------
 tests/test_worker.py       | 62 ++++++++++++++++++++++++++++++++------
 2 files changed, 55 insertions(+), 35 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 5ed4d296c..20db46fac 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -782,7 +782,7 @@ def test_process_exchange_failures(default_conf, ticker, mocker) -> None:
     worker = Worker(args=None, config=default_conf)
     patch_get_signal(worker.freqtrade)
 
-    worker._process()
+    worker._process_running()
     assert sleep_mock.has_calls()
 
 
@@ -799,7 +799,7 @@ def test_process_operational_exception(default_conf, ticker, mocker) -> None:
 
     assert worker.freqtrade.state == State.RUNNING
 
-    worker._process()
+    worker._process_running()
     assert worker.freqtrade.state == State.STOPPED
     assert 'OperationalException' in msg_mock.call_args_list[-1][0][0]['status']
 
@@ -3665,30 +3665,6 @@ def test_startup_trade_reinit(default_conf, edge_conf, mocker):
     assert reinit_mock.call_count == 0
 
 
-def test_process_i_am_alive(default_conf, mocker, caplog):
-    patch_RPCManager(mocker)
-    patch_exchange(mocker)
-    mocker.patch('freqtrade.exchange.Exchange.exchange_has', MagicMock(return_value=True))
-
-    ftbot = get_patched_freqtradebot(mocker, default_conf)
-    message = r"Bot heartbeat\. PID=.*"
-    ftbot.process()
-    assert log_has_re(message, caplog)
-    assert ftbot._heartbeat_msg != 0
-
-    caplog.clear()
-    # Message is not shown before interval is up
-    ftbot.process()
-    assert not log_has_re(message, caplog)
-
-    caplog.clear()
-    # Set clock - 70 seconds
-    ftbot._heartbeat_msg -= 70
-
-    ftbot.process()
-    assert log_has_re(message, caplog)
-
-
 @pytest.mark.usefixtures("init_persistence")
 def test_sync_wallet_dry_run(mocker, default_conf, ticker, fee, limit_buy_order, caplog):
     default_conf['dry_run'] = True
diff --git a/tests/test_worker.py b/tests/test_worker.py
index 2fb42d47e..7b446ac6a 100644
--- a/tests/test_worker.py
+++ b/tests/test_worker.py
@@ -5,7 +5,7 @@ from unittest.mock import MagicMock, PropertyMock
 from freqtrade.data.dataprovider import DataProvider
 from freqtrade.state import State
 from freqtrade.worker import Worker
-from tests.conftest import get_patched_worker, log_has
+from tests.conftest import get_patched_worker, log_has, log_has_re
 
 
 def test_worker_state(mocker, default_conf, markets) -> None:
@@ -38,15 +38,13 @@ def test_worker_running(mocker, default_conf, caplog) -> None:
 def test_worker_stopped(mocker, default_conf, caplog) -> None:
     mock_throttle = MagicMock()
     mocker.patch('freqtrade.worker.Worker._throttle', mock_throttle)
-    mock_sleep = mocker.patch('time.sleep', return_value=None)
 
     worker = get_patched_worker(mocker, default_conf)
     worker.freqtrade.state = State.STOPPED
     state = worker._worker(old_state=State.RUNNING)
     assert state is State.STOPPED
     assert log_has('Changing state to: STOPPED', caplog)
-    assert mock_throttle.call_count == 0
-    assert mock_sleep.call_count == 1
+    assert mock_throttle.call_count == 1
 
 
 def test_throttle(mocker, default_conf, caplog) -> None:
@@ -57,14 +55,14 @@ def test_throttle(mocker, default_conf, caplog) -> None:
     worker = get_patched_worker(mocker, default_conf)
 
     start = time.time()
-    result = worker._throttle(throttled_func, min_secs=0.1)
+    result = worker._throttle(throttled_func, throttle_secs=0.1)
     end = time.time()
 
     assert result == 42
     assert end - start > 0.1
-    assert log_has('Throttling throttled_func for 0.10 seconds', caplog)
+    assert log_has_re(r"Throttling with 'throttled_func\(\)': sleep for 0\.10 s.*", caplog)
 
-    result = worker._throttle(throttled_func, min_secs=-1)
+    result = worker._throttle(throttled_func, throttle_secs=-1)
     assert result == 42
 
 
@@ -74,8 +72,54 @@ def test_throttle_with_assets(mocker, default_conf) -> None:
 
     worker = get_patched_worker(mocker, default_conf)
 
-    result = worker._throttle(throttled_func, min_secs=0.1, nb_assets=666)
+    result = worker._throttle(throttled_func, throttle_secs=0.1, nb_assets=666)
     assert result == 666
 
-    result = worker._throttle(throttled_func, min_secs=0.1)
+    result = worker._throttle(throttled_func, throttle_secs=0.1)
     assert result == -1
+
+
+def test_worker_heartbeat_running(default_conf, mocker, caplog):
+    message = r"Bot heartbeat\. PID=.*state='RUNNING'"
+
+    mock_throttle = MagicMock()
+    mocker.patch('freqtrade.worker.Worker._throttle', mock_throttle)
+    worker = get_patched_worker(mocker, default_conf)
+
+    worker.freqtrade.state = State.RUNNING
+    worker._worker(old_state=State.STOPPED)
+    assert log_has_re(message, caplog)
+
+    caplog.clear()
+    # Message is not shown before interval is up
+    worker._worker(old_state=State.RUNNING)
+    assert not log_has_re(message, caplog)
+
+    caplog.clear()
+    # Set clock - 70 seconds
+    worker._heartbeat_msg -= 70
+    worker._worker(old_state=State.RUNNING)
+    assert log_has_re(message, caplog)
+
+
+def test_worker_heartbeat_stopped(default_conf, mocker, caplog):
+    message = r"Bot heartbeat\. PID=.*state='STOPPED'"
+
+    mock_throttle = MagicMock()
+    mocker.patch('freqtrade.worker.Worker._throttle', mock_throttle)
+    worker = get_patched_worker(mocker, default_conf)
+
+    worker.freqtrade.state = State.STOPPED
+    worker._worker(old_state=State.RUNNING)
+    assert log_has_re(message, caplog)
+
+    caplog.clear()
+    # Message is not shown before interval is up
+    worker._worker(old_state=State.STOPPED)
+    assert not log_has_re(message, caplog)
+
+    caplog.clear()
+    # Set clock - 70 seconds
+    worker._heartbeat_msg -= 70
+    worker._worker(old_state=State.STOPPED)
+    assert log_has_re(message, caplog)

From e04c2dda2cfd3c18690be04dd3b22f98731b0b04 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sat, 22 Feb 2020 23:58:31 +0100
Subject: [PATCH 0591/1106] fixed typo

---
 freqtrade/templates/subtemplates/indicators_full.j2 | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/templates/subtemplates/indicators_full.j2 b/freqtrade/templates/subtemplates/indicators_full.j2
index af472faef..60a358bec 100644
--- a/freqtrade/templates/subtemplates/indicators_full.j2
+++ b/freqtrade/templates/subtemplates/indicators_full.j2
@@ -36,7 +36,7 @@ dataframe['adx'] = ta.ADX(dataframe)
 # )
 
 # # Ultimate Oscillator
-# dataframe['ao'] = ta.ULTOSC(dataframe)
+# dataframe['uo'] = ta.ULTOSC(dataframe)
 
 # # Commodity Channel Index: values [Oversold:-100, Overbought:100]
 # dataframe['cci'] = ta.CCI(dataframe)

From 634e7cc34a7f7adc10216d00418532780753a067 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 23 Feb 2020 13:04:40 +0100
Subject: [PATCH 0592/1106] Implement handle_buy_trade_customcallback

---
 tests/test_freqtradebot.py | 47 ++++++++++++++++++++++++++++++++++++++
 1 file changed, 47 insertions(+)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 5ed4d296c..68ce733b1 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1914,6 +1914,53 @@ def test_close_trade(default_conf, ticker, limit_buy_order, limit_sell_order,
         freqtrade.handle_trade(trade)
 
 
+def test_check_handle_timedout_buy_usercustom(default_conf, ticker, limit_buy_order_old, open_trade,
+                                              fee, mocker) -> None:
+    default_conf["unfilledtimeout"] = {"buy": 1400, "sell": 30}
+
+    rpc_mock = patch_RPCManager(mocker)
+    cancel_order_mock = MagicMock(return_value=limit_buy_order_old)
+    patch_exchange(mocker)
+    mocker.patch.multiple(
+        'freqtrade.exchange.Exchange',
+        fetch_ticker=ticker,
+        get_order=MagicMock(return_value=limit_buy_order_old),
+        cancel_order=cancel_order_mock,
+        get_fee=fee
+    )
+    freqtrade = FreqtradeBot(default_conf)
+
+    Trade.session.add(open_trade)
+
+    # Return false - trade remains open
+    freqtrade.strategy.check_buy_timeout = MagicMock(return_value=False)
+    freqtrade.check_handle_timedout()
+    assert cancel_order_mock.call_count == 0
+    trades = Trade.query.filter(Trade.open_order_id.is_(open_trade.open_order_id)).all()
+    nb_trades = len(trades)
+    assert nb_trades == 1
+    assert freqtrade.strategy.check_buy_timeout.call_count == 1
+
+    # Raise Keyerror ... (no impact on trade)
+    freqtrade.strategy.check_buy_timeout = MagicMock(side_effect=KeyError)
+    freqtrade.check_handle_timedout()
+    assert cancel_order_mock.call_count == 0
+    trades = Trade.query.filter(Trade.open_order_id.is_(open_trade.open_order_id)).all()
+    nb_trades = len(trades)
+    assert nb_trades == 1
+    assert freqtrade.strategy.check_buy_timeout.call_count == 1
+
+    freqtrade.strategy.check_buy_timeout = MagicMock(return_value=True)
+    # Trade should be closed since the function returns true
+    freqtrade.check_handle_timedout()
+    assert cancel_order_mock.call_count == 1
+    assert rpc_mock.call_count == 1
+    trades = Trade.query.filter(Trade.open_order_id.is_(open_trade.open_order_id)).all()
+    nb_trades = len(trades)
+    assert nb_trades == 0
+    assert freqtrade.strategy.check_buy_timeout.call_count == 1
+
+
 def test_check_handle_timedout_buy(default_conf, ticker, limit_buy_order_old, open_trade,
                                    fee, mocker) -> None:
     rpc_mock = patch_RPCManager(mocker)

From 9301f81fc8f5eca1003586290c86514bc22e72de Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 23 Feb 2020 13:09:46 +0100
Subject: [PATCH 0593/1106] Add test for user-sell_timeout handling

---
 tests/test_freqtradebot.py | 45 ++++++++++++++++++++++++++++++++++++++
 1 file changed, 45 insertions(+)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 68ce733b1..e4b9a28ce 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2040,6 +2040,51 @@ def test_check_handle_timedout_buy_exception(default_conf, ticker, limit_buy_ord
     assert nb_trades == 1
 
 
+def test_check_handle_timedout_sell_usercustom(default_conf, ticker, limit_sell_order_old, mocker,
+                                               open_trade) -> None:
+    default_conf["unfilledtimeout"] = {"buy": 1440, "sell": 1440}
+    rpc_mock = patch_RPCManager(mocker)
+    cancel_order_mock = MagicMock()
+    patch_exchange(mocker)
+    mocker.patch.multiple(
+        'freqtrade.exchange.Exchange',
+        fetch_ticker=ticker,
+        get_order=MagicMock(return_value=limit_sell_order_old),
+        cancel_order=cancel_order_mock
+    )
+    freqtrade = FreqtradeBot(default_conf)
+
+    open_trade.open_date = arrow.utcnow().shift(hours=-5).datetime
+    open_trade.close_date = arrow.utcnow().shift(minutes=-601).datetime
+    open_trade.is_open = False
+
+    Trade.session.add(open_trade)
+
+    freqtrade.strategy.check_sell_timeout = MagicMock(return_value=False)
+    # Return false - No impact
+    freqtrade.check_handle_timedout()
+    assert cancel_order_mock.call_count == 0
+    assert rpc_mock.call_count == 0
+    assert open_trade.is_open is False
+    assert freqtrade.strategy.check_sell_timeout.call_count == 1
+
+    freqtrade.strategy.check_sell_timeout = MagicMock(side_effect=KeyError)
+    # Return Error - No impact
+    freqtrade.check_handle_timedout()
+    assert cancel_order_mock.call_count == 0
+    assert rpc_mock.call_count == 0
+    assert open_trade.is_open is False
+    assert freqtrade.strategy.check_sell_timeout.call_count == 1
+
+    # Return True - sells!
+    freqtrade.strategy.check_sell_timeout = MagicMock(return_value=True)
+    freqtrade.check_handle_timedout()
+    assert cancel_order_mock.call_count == 1
+    assert rpc_mock.call_count == 1
+    assert open_trade.is_open is True
+    assert freqtrade.strategy.check_sell_timeout.call_count == 1
+
+
 def test_check_handle_timedout_sell(default_conf, ticker, limit_sell_order_old, mocker,
                                     open_trade) -> None:
     rpc_mock = patch_RPCManager(mocker)

From e37f055dad850b366439ff6531777ca17f268ed5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 23 Feb 2020 13:11:33 +0100
Subject: [PATCH 0594/1106] Improve some tests

---
 tests/test_freqtradebot.py | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index e4b9a28ce..0766d7f33 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1977,6 +1977,7 @@ def test_check_handle_timedout_buy(default_conf, ticker, limit_buy_order_old, op
 
     Trade.session.add(open_trade)
 
+    freqtrade.strategy.check_buy_timeout = MagicMock(return_value=False)
     # check it does cancel buy orders over the time limit
     freqtrade.check_handle_timedout()
     assert cancel_order_mock.call_count == 1
@@ -1984,6 +1985,8 @@ def test_check_handle_timedout_buy(default_conf, ticker, limit_buy_order_old, op
     trades = Trade.query.filter(Trade.open_order_id.is_(open_trade.open_order_id)).all()
     nb_trades = len(trades)
     assert nb_trades == 0
+    # Custom user buy-timeout is never called
+    assert freqtrade.strategy.check_buy_timeout.call_count == 0
 
 
 def test_check_handle_cancelled_buy(default_conf, ticker, limit_buy_order_old, open_trade,
@@ -2104,11 +2107,14 @@ def test_check_handle_timedout_sell(default_conf, ticker, limit_sell_order_old,
 
     Trade.session.add(open_trade)
 
+    freqtrade.strategy.check_sell_timeout = MagicMock(return_value=False)
     # check it does cancel sell orders over the time limit
     freqtrade.check_handle_timedout()
     assert cancel_order_mock.call_count == 1
     assert rpc_mock.call_count == 1
     assert open_trade.is_open is True
+    # Custom user sell-timeout is never called
+    assert freqtrade.strategy.check_sell_timeout.call_count == 0
 
 
 def test_check_handle_cancelled_sell(default_conf, ticker, limit_sell_order_old, open_trade,

From f25d6224ddeab8a3889daa69c1fac8eb375d169b Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sun, 23 Feb 2020 16:22:19 +0100
Subject: [PATCH 0595/1106] modified sample_strategy

---
 freqtrade/templates/sample_strategy.py | 136 ++++++++++++++++---------
 1 file changed, 90 insertions(+), 46 deletions(-)

diff --git a/freqtrade/templates/sample_strategy.py b/freqtrade/templates/sample_strategy.py
index 92f6aefba..8a4b27c72 100644
--- a/freqtrade/templates/sample_strategy.py
+++ b/freqtrade/templates/sample_strategy.py
@@ -124,11 +124,16 @@ class SampleStrategy(IStrategy):
         # Momentum Indicators
         # ------------------------------------
 
-        # RSI
-        dataframe['rsi'] = ta.RSI(dataframe)
-
         # ADX
-        dataframe['adx'] = ta.ADX(dataframe)
+        # dataframe['adx'] = ta.ADX(dataframe)
+
+        # # Plus Directional Indicator / Movement
+        # dataframe['plus_dm'] = ta.PLUS_DM(dataframe)
+        # dataframe['plus_di'] = ta.PLUS_DI(dataframe)
+
+        # # Minus Directional Indicator / Movement
+        # dataframe['minus_dm'] = ta.MINUS_DM(dataframe)
+        # dataframe['minus_di'] = ta.MINUS_DI(dataframe)
 
         # # Aroon, Aroon Oscillator
         # aroon = ta.AROON(dataframe)
@@ -136,12 +141,53 @@ class SampleStrategy(IStrategy):
         # dataframe['aroondown'] = aroon['aroondown']
         # dataframe['aroonosc'] = ta.AROONOSC(dataframe)
 
-        # # Awesome oscillator
+        # # Awesome Oscillator
         # dataframe['ao'] = qtpylib.awesome_oscillator(dataframe)
 
-        # # Commodity Channel Index: values Oversold:<-100, Overbought:>100
+        # # Keltner Channel
+        # keltner = qtpylib.keltner_channel(dataframe)
+        # dataframe["kc_upperband"] = keltner["upper"]
+        # dataframe["kc_lowerband"] = keltner["lower"]
+        # dataframe["kc_middleband"] = keltner["mid"]
+        # dataframe["kc_percent"] = (
+        #     (dataframe["close"] - dataframe["kc_lowerband"]) /
+        #     (dataframe["kc_upperband"] - dataframe["kc_lowerband"])
+        # )
+        # dataframe["kc_width"] = (
+        #     (dataframe["kc_upperband"] - dataframe["kc_lowerband"]) / dataframe["kc_middleband"]
+        # )
+
+        # # Ultimate Oscillator
+        # dataframe['uo'] = ta.ULTOSC(dataframe)
+
+        # # Commodity Channel Index: values [Oversold:-100, Overbought:100]
         # dataframe['cci'] = ta.CCI(dataframe)
 
+        # RSI
+        dataframe['rsi'] = ta.RSI(dataframe)
+
+        # # Inverse Fisher transform on RSI: values [-1.0, 1.0] (https://goo.gl/2JGGoy)
+        # rsi = 0.1 * (dataframe['rsi'] - 50)
+        # dataframe['fisher_rsi'] = (np.exp(2 * rsi) - 1) / (np.exp(2 * rsi) + 1)
+
+        # # Inverse Fisher transform on RSI normalized: values [0.0, 100.0] (https://goo.gl/2JGGoy)
+        # dataframe['fisher_rsi_norma'] = 50 * (dataframe['fisher_rsi'] + 1)
+
+        # # Stochastic Slow
+        # stoch = ta.STOCH(dataframe)
+        # dataframe['slowd'] = stoch['slowd']
+        # dataframe['slowk'] = stoch['slowk']
+
+        # Stochastic Fast
+        stoch_fast = ta.STOCHF(dataframe)
+        dataframe['fastd'] = stoch_fast['fastd']
+        dataframe['fastk'] = stoch_fast['fastk']
+
+        # # Stochastic RSI
+        # stoch_rsi = ta.STOCHRSI(dataframe)
+        # dataframe['fastd_rsi'] = stoch_rsi['fastd']
+        # dataframe['fastk_rsi'] = stoch_rsi['fastk']
+
         # MACD
         macd = ta.MACD(dataframe)
         dataframe['macd'] = macd['macd']
@@ -151,71 +197,69 @@ class SampleStrategy(IStrategy):
         # MFI
         dataframe['mfi'] = ta.MFI(dataframe)
 
-        # # Minus Directional Indicator / Movement
-        # dataframe['minus_dm'] = ta.MINUS_DM(dataframe)
-        # dataframe['minus_di'] = ta.MINUS_DI(dataframe)
-
-        # # Plus Directional Indicator / Movement
-        # dataframe['plus_dm'] = ta.PLUS_DM(dataframe)
-        # dataframe['plus_di'] = ta.PLUS_DI(dataframe)
-        # dataframe['minus_di'] = ta.MINUS_DI(dataframe)
-
         # # ROC
         # dataframe['roc'] = ta.ROC(dataframe)
 
-        # # Inverse Fisher transform on RSI, values [-1.0, 1.0] (https://goo.gl/2JGGoy)
-        # rsi = 0.1 * (dataframe['rsi'] - 50)
-        # dataframe['fisher_rsi'] = (np.exp(2 * rsi) - 1) / (np.exp(2 * rsi) + 1)
-
-        # # Inverse Fisher transform on RSI normalized, value [0.0, 100.0] (https://goo.gl/2JGGoy)
-        # dataframe['fisher_rsi_norma'] = 50 * (dataframe['fisher_rsi'] + 1)
-
-        # # Stoch
-        # stoch = ta.STOCH(dataframe)
-        # dataframe['slowd'] = stoch['slowd']
-        # dataframe['slowk'] = stoch['slowk']
-
-        # Stoch fast
-        stoch_fast = ta.STOCHF(dataframe)
-        dataframe['fastd'] = stoch_fast['fastd']
-        dataframe['fastk'] = stoch_fast['fastk']
-
-        # # Stoch RSI
-        # stoch_rsi = ta.STOCHRSI(dataframe)
-        # dataframe['fastd_rsi'] = stoch_rsi['fastd']
-        # dataframe['fastk_rsi'] = stoch_rsi['fastk']
-
         # Overlap Studies
         # ------------------------------------
 
-        # Bollinger bands
+        # Bollinger Bands
         bollinger = qtpylib.bollinger_bands(qtpylib.typical_price(dataframe), window=20, stds=2)
         dataframe['bb_lowerband'] = bollinger['lower']
         dataframe['bb_middleband'] = bollinger['mid']
         dataframe['bb_upperband'] = bollinger['upper']
+        dataframe["bb_percent"] = (
+            (dataframe["close"] - dataframe["bb_lowerband"]) /
+            (dataframe["bb_upperband"] - dataframe["bb_lowerband"])
+        )
+        dataframe["bb_width"] = (
+            (dataframe["bb_upperband"] - dataframe["bb_lowerband"]) / dataframe["bb_middleband"]
+        )
+
+        # Bollinger Bands - Weighted (EMA based instead of SMA)
+        # weighted_bollinger = qtpylib.weighted_bollinger_bands(
+        #     qtpylib.typical_price(dataframe), window=20, stds=2
+        # )
+        # dataframe["wbb_upperband"] = weighted_bollinger["upper"]
+        # dataframe["wbb_lowerband"] = weighted_bollinger["lower"]
+        # dataframe["wbb_middleband"] = weighted_bollinger["mid"]
+        # dataframe["wbb_percent"] = (
+        #     (dataframe["close"] - dataframe["wbb_lowerband"]) /
+        #     (dataframe["wbb_upperband"] - dataframe["wbb_lowerband"])
+        # )
+        # dataframe["wbb_width"] = (
+        #     (dataframe["wbb_upperband"] - dataframe["wbb_lowerband"]) /
+        #     dataframe["wbb_middleband"]
+        # )
 
         # # EMA - Exponential Moving Average
         # dataframe['ema3'] = ta.EMA(dataframe, timeperiod=3)
         # dataframe['ema5'] = ta.EMA(dataframe, timeperiod=5)
         # dataframe['ema10'] = ta.EMA(dataframe, timeperiod=10)
+        # dataframe['ema21'] = ta.EMA(dataframe, timeperiod=21)
         # dataframe['ema50'] = ta.EMA(dataframe, timeperiod=50)
         # dataframe['ema100'] = ta.EMA(dataframe, timeperiod=100)
 
         # # SMA - Simple Moving Average
-        # dataframe['sma'] = ta.SMA(dataframe, timeperiod=40)
+        # dataframe['sma3'] = ta.SMA(dataframe, timeperiod=3)
+        # dataframe['sma5'] = ta.SMA(dataframe, timeperiod=5)
+        # dataframe['sma10'] = ta.SMA(dataframe, timeperiod=10)
+        # dataframe['sma21'] = ta.SMA(dataframe, timeperiod=21)
+        # dataframe['sma50'] = ta.SMA(dataframe, timeperiod=50)
+        # dataframe['sma100'] = ta.SMA(dataframe, timeperiod=100)
 
-        # SAR Parabol
-        dataframe['sar'] = ta.SAR(dataframe)
+        # Parabolic SAR
+        # dataframe['sar'] = ta.SAR(dataframe)
 
         # TEMA - Triple Exponential Moving Average
-        dataframe['tema'] = ta.TEMA(dataframe, timeperiod=9)
+        # dataframe['tema'] = ta.TEMA(dataframe, timeperiod=9)
 
         # Cycle Indicator
         # ------------------------------------
         # Hilbert Transform Indicator - SineWave
-        hilbert = ta.HT_SINE(dataframe)
-        dataframe['htsine'] = hilbert['sine']
-        dataframe['htleadsine'] = hilbert['leadsine']
+        # hilbert = ta.HT_SINE(dataframe)
+        # dataframe['htsine'] = hilbert['sine']
+        # dataframe['htleadsine'] = hilbert['leadsine']
 
         # Pattern Recognition - Bullish candlestick patterns
         # ------------------------------------
@@ -264,7 +308,7 @@ class SampleStrategy(IStrategy):
 
         # # Chart type
         # # ------------------------------------
-        # # Heikinashi stategy
+        # # Heikin Ashi Strategy
         # heikinashi = qtpylib.heikinashi(dataframe)
         # dataframe['ha_open'] = heikinashi['open']
         # dataframe['ha_close'] = heikinashi['close']

From 0eeafcd157c17d6f7de92ab66c6f267c454bcec2 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Sun, 23 Feb 2020 16:56:55 +0100
Subject: [PATCH 0596/1106] matched commenting on previous sample_strategy.py

---
 freqtrade/templates/sample_strategy.py | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/freqtrade/templates/sample_strategy.py b/freqtrade/templates/sample_strategy.py
index 8a4b27c72..17372e1e0 100644
--- a/freqtrade/templates/sample_strategy.py
+++ b/freqtrade/templates/sample_strategy.py
@@ -125,7 +125,7 @@ class SampleStrategy(IStrategy):
         # ------------------------------------
 
         # ADX
-        # dataframe['adx'] = ta.ADX(dataframe)
+        dataframe['adx'] = ta.ADX(dataframe)
 
         # # Plus Directional Indicator / Movement
         # dataframe['plus_dm'] = ta.PLUS_DM(dataframe)
@@ -249,17 +249,17 @@ class SampleStrategy(IStrategy):
         # dataframe['sma100'] = ta.SMA(dataframe, timeperiod=100)
 
         # Parabolic SAR
-        # dataframe['sar'] = ta.SAR(dataframe)
+        dataframe['sar'] = ta.SAR(dataframe)
 
         # TEMA - Triple Exponential Moving Average
-        # dataframe['tema'] = ta.TEMA(dataframe, timeperiod=9)
+        dataframe['tema'] = ta.TEMA(dataframe, timeperiod=9)
 
         # Cycle Indicator
         # ------------------------------------
         # Hilbert Transform Indicator - SineWave
-        # hilbert = ta.HT_SINE(dataframe)
-        # dataframe['htsine'] = hilbert['sine']
-        # dataframe['htleadsine'] = hilbert['leadsine']
+        hilbert = ta.HT_SINE(dataframe)
+        dataframe['htsine'] = hilbert['sine']
+        dataframe['htleadsine'] = hilbert['leadsine']
 
         # Pattern Recognition - Bullish candlestick patterns
         # ------------------------------------

From e545ef563c0b5aaafc618bc3501c1d1e43f68c07 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Sun, 23 Feb 2020 22:50:58 +0300
Subject: [PATCH 0597/1106] Wording adjusted in helpstring

---
 freqtrade/worker.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index e17f61f2f..4c28ecaeb 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -69,7 +69,7 @@ class Worker:
 
     def _worker(self, old_state: Optional[State]) -> State:
         """
-        Trading routine that must be run at each loop
+        The main routine that runs each throttling iteration and handles the states.
         :param old_state: the previous service state from the previous call
         :return: current service state
         """

From 7eb62ed32e7acc7004821a9213c7752fe31f1f9c Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Mon, 24 Feb 2020 00:33:01 +0100
Subject: [PATCH 0598/1106] Remove old print option for hyperopt-list and made
 table as default

---
 docs/utils.md                            |  1 -
 freqtrade/commands/arguments.py          |  3 +--
 freqtrade/commands/cli_options.py        |  6 ------
 freqtrade/commands/hyperopt_commands.py  | 23 +++++------------------
 freqtrade/configuration/configuration.py |  3 ---
 tests/commands/test_commands.py          | 16 ----------------
 6 files changed, 6 insertions(+), 46 deletions(-)

diff --git a/docs/utils.md b/docs/utils.md
index 6ca0b7920..abb7fd0db 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -440,7 +440,6 @@ optional arguments:
   --no-color            Disable colorization of hyperopt results. May be
                         useful if you are redirecting output to a file.
   --print-json          Print best result detailization in JSON format.
-  --print-table         Print results in table format.
   --no-details          Do not print best epoch details.
 
 Common arguments:
diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 0f6478a60..fe6f49039 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -66,8 +66,7 @@ ARGS_HYPEROPT_LIST = ["hyperopt_list_best", "hyperopt_list_profitable",
                       "hyperopt_list_min_avg_time", "hyperopt_list_max_avg_time",
                       "hyperopt_list_min_avg_profit", "hyperopt_list_max_avg_profit",
                       "hyperopt_list_min_total_profit", "hyperopt_list_max_total_profit",
-                      "print_colorized", "print_json", "print_table",
-                      "hyperopt_list_no_details"]
+                      "print_colorized", "print_json", "hyperopt_list_no_details"]
 
 ARGS_HYPEROPT_SHOW = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperopt_show_index",
                       "print_json", "hyperopt_show_no_header"]
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 9efc1151a..1776955b1 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -220,12 +220,6 @@ AVAILABLE_CLI_OPTIONS = {
         action='store_true',
         default=False,
     ),
-    "print_table": Arg(
-        '--print-table',
-        help='Print results in table format.',
-        action='store_true',
-        default=False,
-    ),
     "hyperopt_jobs": Arg(
         '-j', '--job-workers',
         help='The number of concurrently running jobs for hyperoptimization '
diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index 88cd79468..ccaa59e54 100755
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -21,7 +21,6 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
 
     print_colorized = config.get('print_colorized', False)
     print_json = config.get('print_json', False)
-    print_table = config.get('print_table', False)
     no_details = config.get('hyperopt_list_no_details', False)
     no_header = False
 
@@ -47,26 +46,14 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
 
     trials = _hyperopt_filter_trials(trials, filteroptions)
 
-    # TODO: fetch the interval for epochs to print from the cli option
-    epoch_start, epoch_stop = 0, None
-
     if print_colorized:
         colorama_init(autoreset=True)
 
-    if print_table:
-        try:
-            Hyperopt.print_result_table(config, trials, total_epochs,
-                                        not filteroptions['only_best'], print_colorized)
-        except KeyboardInterrupt:
-            print('User interrupted..')
-    else:
-        try:
-            # Human-friendly indexes used here (starting from 1)
-            for val in trials[epoch_start:epoch_stop]:
-                Hyperopt.print_results_explanation(val, total_epochs,
-                                                   not filteroptions['only_best'], print_colorized)
-        except KeyboardInterrupt:
-            print('User interrupted..')
+    try:
+        Hyperopt.print_result_table(config, trials, total_epochs,
+                                    not filteroptions['only_best'], print_colorized)
+    except KeyboardInterrupt:
+        print('User interrupted..')
 
     if trials and not no_details:
         sorted_trials = sorted(trials, key=itemgetter('loss'))
diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index 0adfe03e7..c2613ba99 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -286,9 +286,6 @@ class Configuration:
         self._args_to_config(config, argname='print_json',
                              logstring='Parameter --print-json detected ...')
 
-        self._args_to_config(config, argname='print_table',
-                             logstring='Parameter --print-table detected: {}')
-
         self._args_to_config(config, argname='hyperopt_jobs',
                              logstring='Parameter -j/--job-workers detected: {}')
 
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index ceae6f372..995b504c5 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -907,22 +907,6 @@ def test_hyperopt_list(mocker, capsys, hyperopt_results):
     assert all(x not in captured.out
                for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 7/12", " 8/12"
                          " 9/12", " 10/12", " 11/12", " 12/12"])
-    args = [
-        "hyperopt-list",
-        "--no-details",
-        "--print-table",
-        "--min-trades", "100",
-        "--print-json"
-    ]
-    pargs = get_args(args)
-    pargs['config'] = None
-    start_hyperopt_list(pargs)
-    captured = capsys.readouterr()
-    assert all(x in captured.out
-               for x in [" 3/12", " 7/12", " 9/12", " 11/12"])
-    assert all(x not in captured.out
-               for x in [" 1/12", " 2/12", " 4/12", " 5/12", " 6/12", " 8/12", " 10/12"
-                         " 12/12"])
 
 
 def test_hyperopt_show(mocker, capsys, hyperopt_results):

From 353f722dc54dcd6eab646a844596383eccc5d326 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 24 Feb 2020 08:04:07 +0000
Subject: [PATCH 0599/1106] Bump requests from 2.22.0 to 2.23.0

Bumps [requests](https://github.com/psf/requests) from 2.22.0 to 2.23.0.
- [Release notes](https://github.com/psf/requests/releases)
- [Changelog](https://github.com/psf/requests/blob/master/HISTORY.md)
- [Commits](https://github.com/psf/requests/compare/v2.22.0...v2.23.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 2be51ba73..61809c698 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -5,7 +5,7 @@ SQLAlchemy==1.3.13
 python-telegram-bot==12.4.2
 arrow==0.15.5
 cachetools==4.0.0
-requests==2.22.0
+requests==2.23.0
 urllib3==1.25.8
 wrapt==1.12.0
 jsonschema==3.2.0

From 4054dec7a029594503222de5af6677669956d1cd Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 24 Feb 2020 08:04:32 +0000
Subject: [PATCH 0600/1106] Bump plotly from 4.5.0 to 4.5.1

Bumps [plotly](https://github.com/plotly/plotly.py) from 4.5.0 to 4.5.1.
- [Release notes](https://github.com/plotly/plotly.py/releases)
- [Changelog](https://github.com/plotly/plotly.py/blob/master/CHANGELOG.md)
- [Commits](https://github.com/plotly/plotly.py/compare/v4.5.0...v4.5.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-plot.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-plot.txt b/requirements-plot.txt
index 26467d90b..5e62a5e95 100644
--- a/requirements-plot.txt
+++ b/requirements-plot.txt
@@ -1,5 +1,5 @@
 # Include all requirements to run the bot.
 -r requirements.txt
 
-plotly==4.5.0
+plotly==4.5.1
 

From ff69b511e311bb73d36d0d2661f7e4100a46d283 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 24 Feb 2020 08:04:44 +0000
Subject: [PATCH 0601/1106] Bump scikit-optimize from 0.7.2 to 0.7.4

Bumps [scikit-optimize](https://github.com/scikit-optimize/scikit-optimize) from 0.7.2 to 0.7.4.
- [Release notes](https://github.com/scikit-optimize/scikit-optimize/releases)
- [Changelog](https://github.com/scikit-optimize/scikit-optimize/blob/master/CHANGELOG.md)
- [Commits](https://github.com/scikit-optimize/scikit-optimize/compare/v0.7.2...v0.7.4)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-hyperopt.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-hyperopt.txt b/requirements-hyperopt.txt
index e97e7f6be..2984229c1 100644
--- a/requirements-hyperopt.txt
+++ b/requirements-hyperopt.txt
@@ -4,6 +4,6 @@
 # Required for hyperopt
 scipy==1.4.1
 scikit-learn==0.22.1
-scikit-optimize==0.7.2
+scikit-optimize==0.7.4
 filelock==3.0.12
 joblib==0.14.1

From d63aaf3bfd7eb511387625b76435ea873e51e444 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 24 Feb 2020 08:05:15 +0000
Subject: [PATCH 0602/1106] Bump ccxt from 1.22.61 to 1.22.95

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.22.61 to 1.22.95.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/CHANGELOG.md)
- [Commits](https://github.com/ccxt/ccxt/compare/1.22.61...1.22.95)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 2be51ba73..f792f5348 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.22.61
+ccxt==1.22.95
 SQLAlchemy==1.3.13
 python-telegram-bot==12.4.2
 arrow==0.15.5

From 23bf135b8aeb704c64e775dba8a12b166a692a41 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Mon, 24 Feb 2020 11:01:14 +0100
Subject: [PATCH 0603/1106] Alignment of table content, changed coloring,
 changed 'Best' column to show if it's initial_point or best

---
 freqtrade/optimize/hyperopt.py | 26 +++++++++++++++-----------
 1 file changed, 15 insertions(+), 11 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 72b3516c7..7ff5c3500 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -306,15 +306,18 @@ class Hyperopt:
             return
 
         trials = json_normalize(results, max_level=1)
-        trials = trials[['is_best', 'current_epoch',
-                         'results_metrics.trade_count', 'results_metrics.avg_profit',
-                         'results_metrics.total_profit', 'results_metrics.profit',
-                         'results_metrics.duration', 'loss']]
+        trials['Best'] = ''
+        trials = trials[['Best', 'current_epoch', 'results_metrics.trade_count',
+                         'results_metrics.avg_profit', 'results_metrics.total_profit',
+                         'results_metrics.profit', 'results_metrics.duration',
+                         'loss', 'is_initial_point', 'is_best']]
         trials.columns = ['Best', 'Epoch', 'Trades', 'Avg profit', 'Total profit',
-                          'Profit', 'Avg duration', 'Objective']
+                          'Profit', 'Avg duration', 'Objective', 'is_initial_point', 'is_best']
 
-        trials['Best'] = trials['Best'].apply(lambda x: '*' if x else '')
+        trials.loc[trials['is_initial_point'], 'Best'] = '*'
+        trials.loc[trials['is_best'], 'Best'] = 'Best'
         trials['Objective'] = trials['Objective'].astype(str)
+        trials = trials.drop(columns=['is_initial_point', 'is_best'])
 
         if print_colorized:
             for i in range(len(trials)):
@@ -322,10 +325,10 @@ class Hyperopt:
                     trials.at[i, 'Best'] = Fore.GREEN + trials.loc[i]['Best']
                     trials.at[i, 'Objective'] = "{}{}".format(trials.loc[i]['Objective'],
                                                               Fore.RESET)
-                    if '*' in trials.loc[i]['Best'] and highlight_best:
-                        trials.at[i, 'Best'] = Style.BRIGHT + trials.loc[i]['Best']
-                        trials.at[i, 'Objective'] = "{}{}".format(trials.loc[i]['Objective'],
-                                                                  Style.RESET_ALL)
+                if 'Best' in trials.loc[i]['Best'] and highlight_best:
+                    trials.at[i, 'Best'] = Style.BRIGHT + trials.loc[i]['Best']
+                    trials.at[i, 'Objective'] = "{}{}".format(trials.loc[i]['Objective'],
+                                                              Style.RESET_ALL)
 
         trials['Epoch'] = trials['Epoch'].apply(
             lambda x: "{}/{}".format(x, total_epochs))
@@ -338,7 +341,8 @@ class Hyperopt:
         trials['Avg duration'] = trials['Avg duration'].apply(
             lambda x: '{:,.1f}m'.format(x) if not isna(x) else x)
 
-        print(tabulate(trials.to_dict(orient='list'), headers='keys', tablefmt='psql'))
+        print(tabulate(trials.to_dict(orient='list'), headers='keys', tablefmt='psql',
+              stralign="right"))
 
     def has_space(self, space: str) -> bool:
         """

From 23b47b66eccb408d56ba0abd6e6e5ab71b8ae3f5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 24 Feb 2020 20:11:25 +0100
Subject: [PATCH 0604/1106] Update install-script documentation and reorder
 installation steps

---
 docs/installation.md | 8 ++++----
 mkdocs.yml           | 4 ++--
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/docs/installation.md b/docs/installation.md
index 054cafe9b..0feaf509d 100644
--- a/docs/installation.md
+++ b/docs/installation.md
@@ -65,11 +65,11 @@ usage:
 
 ** --install **
 
-With this option, the script will install everything you need to run the bot:
+With this option, the script will install the bot and most dependencies:
+You will need to have git and python3.6+ installed beforehand for this to work.
 
 * Mandatory software as: `ta-lib`
-* Setup your virtualenv
-* Configure your `config.json` file
+* Setup your virtualenv under `.env/`
 
 This option is a combination of installation tasks, `--reset` and `--config`.
 
@@ -83,7 +83,7 @@ This option will hard reset your branch (only if you are on either `master` or `
 
 ** --config **
 
-Use this option to configure the `config.json` configuration file. The script will interactively ask you questions to setup your bot and create your `config.json`.
+DEPRECATED - use `freqtrade new-config -c config.json` instead.
 
 ------
 
diff --git a/mkdocs.yml b/mkdocs.yml
index d53687c64..4e7e6ff75 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -1,8 +1,8 @@
 site_name: Freqtrade
 nav:
-    - About: index.md
-    - Installation: installation.md
+    - Home: index.md
     - Installation Docker: docker.md
+    - Installation: installation.md
     - Configuration: configuration.md
     - Strategy Customization: strategy-customization.md
     - Stoploss: stoploss.md

From 2f349e0504d014e01f428e8fc0b6e8f8a619aeef Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 24 Feb 2020 20:21:25 +0100
Subject: [PATCH 0605/1106] Improve install documentation by streamlining the
 process

---
 docs/configuration.md | 14 +++++++++++---
 docs/installation.md  | 12 +++---------
 2 files changed, 14 insertions(+), 12 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 0b9519688..234ff49ba 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -626,6 +626,11 @@ In production mode, the bot will engage your money. Be careful, since a wrong
 strategy can lose all your money. Be aware of what you are doing when
 you run it in production mode.
 
+### Setup your exchange account
+
+You will need to create API Keys (usually you get `key` and `secret`) from the Exchange website and you'll need to insert this into the appropriate fields in the configuration or when asked by the installation script.
+API Keys are usually only required for real / production trading, but are not required for paper-trading / dry-run.
+
 ### To switch your bot in production mode
 
 **Edit your `config.json`  file.**
@@ -647,11 +652,14 @@ you run it in production mode.
 }
 ```
 
-!!! Note
-    If you have an exchange API key yet, [see our tutorial](installation.md#setup-your-exchange-account).
-
 You should also make sure to read the [Exchanges](exchanges.md) section of the documentation to be aware of potential configuration details specific to your exchange.
 
+### Setup your exchange account
+
+You will need to create API Keys (usually you get `key` and `secret`) from the Exchange website and you'll need to insert this into the appropriate fields in the configuration or when asked by the installation script.
+API Keys are usually only required for real / production trading, but are not required for paper-trading / dry-run.
+
+
 ### Using proxy with Freqtrade
 
 To use a proxy with freqtrade, add the kwarg `"aiohttp_trust_env"=true` to the `"ccxt_async_kwargs"` dict in the exchange section of the configuration.
diff --git a/docs/installation.md b/docs/installation.md
index 0feaf509d..5a15be234 100644
--- a/docs/installation.md
+++ b/docs/installation.md
@@ -2,6 +2,8 @@
 
 This page explains how to prepare your environment for running the bot.
 
+Please consider using the prebuilt [docker images](docker.md) to get started quickly while trying out freqtrade.
+
 ## Prerequisite
 
 ### Requirements
@@ -14,15 +16,7 @@ Click each one for install guide:
 * [virtualenv](https://virtualenv.pypa.io/en/stable/installation/) (Recommended)
 * [TA-Lib](https://mrjbq7.github.io/ta-lib/install.html) (install instructions below)
 
-### API keys
-
-Before running your bot in production you will need to setup few
-external API. In production mode, the bot will require valid Exchange API
-credentials. We also recommend a [Telegram bot](telegram-usage.md#setup-your-telegram-bot) (optional but recommended).
-
-### Setup your exchange account
-
-You will need to create API Keys (Usually you get `key` and `secret`) from the Exchange website and insert this into the appropriate fields in the configuration or when asked by the installation script.
+ We also recommend a [Telegram bot](telegram-usage.md#setup-your-telegram-bot), which is optional but recommended.
 
 ## Quick start
 

From 6581ba56cab28f025c7444bd57e2e09beefb7ded Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 24 Feb 2020 20:41:45 +0100
Subject: [PATCH 0606/1106] Use markets.quote to validate

---
 freqtrade/pairlist/IPairList.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/pairlist/IPairList.py b/freqtrade/pairlist/IPairList.py
index 1ad4da523..7d489ece7 100644
--- a/freqtrade/pairlist/IPairList.py
+++ b/freqtrade/pairlist/IPairList.py
@@ -99,7 +99,8 @@ class IPairList(ABC):
                 logger.warning(f"Pair {pair} is not compatible with exchange "
                                f"{self._exchange.name}. Removing it from whitelist..")
                 continue
-            if not pair.endswith(self._config['stake_currency']):
+
+            if markets[pair]['quote'] != self._config['stake_currency']:
                 logger.warning(f"Pair {pair} is not compatible with your stake currency "
                                f"{self._config['stake_currency']}. Removing it from whitelist..")
                 continue

From 3e4f663418236f84123eeb186fa0f642f84de89e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 24 Feb 2020 21:22:58 +0100
Subject: [PATCH 0607/1106] Move pairlist validation to exchange (we need to
 use .quote) from markets

---
 freqtrade/configuration/config_validation.py | 12 ------
 freqtrade/exchange/exchange.py               |  8 +++-
 tests/exchange/test_exchange.py              | 42 ++++++++++++++++++--
 tests/test_configuration.py                  |  7 ----
 4 files changed, 45 insertions(+), 24 deletions(-)

diff --git a/freqtrade/configuration/config_validation.py b/freqtrade/configuration/config_validation.py
index 5183ad0b4..5ba7ff294 100644
--- a/freqtrade/configuration/config_validation.py
+++ b/freqtrade/configuration/config_validation.py
@@ -150,15 +150,3 @@ def _validate_whitelist(conf: Dict[str, Any]) -> None:
         if (pl.get('method') == 'StaticPairList'
                 and not conf.get('exchange', {}).get('pair_whitelist')):
             raise OperationalException("StaticPairList requires pair_whitelist to be set.")
-
-        if pl.get('method') == 'StaticPairList':
-            stake = conf['stake_currency']
-            invalid_pairs = []
-            for pair in conf['exchange'].get('pair_whitelist'):
-                if not pair.endswith(f'/{stake}'):
-                    invalid_pairs.append(pair)
-
-            if invalid_pairs:
-                raise OperationalException(
-                    f"Stake-currency '{stake}' not compatible with pair-whitelist. "
-                    f"Please remove the following pairs: {invalid_pairs}")
diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index b3b347016..8023417a3 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -300,7 +300,7 @@ class Exchange:
         if not self.markets:
             logger.warning('Unable to validate pairs (assuming they are correct).')
             return
-
+        invalid_pairs = []
         for pair in pairs:
             # Note: ccxt has BaseCurrency/QuoteCurrency format for pairs
             # TODO: add a support for having coins in BTC/USDT format
@@ -322,6 +322,12 @@ class Exchange:
                 logger.warning(f"Pair {pair} is restricted for some users on this exchange."
                                f"Please check if you are impacted by this restriction "
                                f"on the exchange and eventually remove {pair} from your whitelist.")
+            if not self.markets[pair].get('quote') == self._config['stake_currency']:
+                invalid_pairs.append(pair)
+        if invalid_pairs:
+            raise OperationalException(
+                f"Stake-currency '{self._config['stake_currency']}' not compatible with "
+                f"pair-whitelist. Please remove the following pairs: {invalid_pairs}")
 
     def get_valid_pair_combination(self, curr_1: str, curr_2: str) -> str:
         """
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 8b2e439c3..d1c105591 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -406,7 +406,10 @@ def test_get_quote_currencies(default_conf, mocker):
 def test_validate_pairs(default_conf, mocker):  # test exchange.validate_pairs directly
     api_mock = MagicMock()
     type(api_mock).markets = PropertyMock(return_value={
-        'ETH/BTC': {}, 'LTC/BTC': {}, 'XRP/BTC': {}, 'NEO/BTC': {}
+        'ETH/BTC': {'quote': 'BTC'},
+        'LTC/BTC': {'quote': 'BTC'},
+        'XRP/BTC': {'quote': 'BTC'},
+        'NEO/BTC': {'quote': 'BTC'},
     })
     id_mock = PropertyMock(return_value='test_exchange')
     type(api_mock).id = id_mock
@@ -454,9 +457,9 @@ def test_validate_pairs_exception(default_conf, mocker, caplog):
 def test_validate_pairs_restricted(default_conf, mocker, caplog):
     api_mock = MagicMock()
     type(api_mock).markets = PropertyMock(return_value={
-        'ETH/BTC': {}, 'LTC/BTC': {},
-        'XRP/BTC': {'info': {'IsRestricted': True}},
-        'NEO/BTC': {'info': 'TestString'},  # info can also be a string ...
+        'ETH/BTC': {'quote': 'BTC'}, 'LTC/BTC': {'quote': 'BTC'},
+        'XRP/BTC': {'quote': 'BTC', 'info': {'IsRestricted': True}},
+        'NEO/BTC': {'quote': 'BTC', 'info': 'TestString'},  # info can also be a string ...
     })
     mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
     mocker.patch('freqtrade.exchange.Exchange.validate_timeframes')
@@ -469,6 +472,37 @@ def test_validate_pairs_restricted(default_conf, mocker, caplog):
                    f"on the exchange and eventually remove XRP/BTC from your whitelist.", caplog)
 
 
+def test_validate_pairs_stakecompatibility(default_conf, mocker, caplog):
+    api_mock = MagicMock()
+    type(api_mock).markets = PropertyMock(return_value={
+        'ETH/BTC': {'quote': 'BTC'}, 'LTC/BTC': {'quote': 'BTC'},
+        'XRP/BTC': {'quote': 'BTC'}, 'NEO/BTC': {'quote': 'BTC'},
+        'HELLO-WORLD': {'quote': 'BTC'},
+    })
+    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
+    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes')
+    mocker.patch('freqtrade.exchange.Exchange._load_async_markets')
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
+
+    Exchange(default_conf)
+
+
+def test_validate_pairs_stakecompatibility_fail(default_conf, mocker, caplog):
+    default_conf['exchange']['pair_whitelist'].append('HELLO-WORLD')
+    api_mock = MagicMock()
+    type(api_mock).markets = PropertyMock(return_value={
+        'ETH/BTC': {'quote': 'BTC'}, 'LTC/BTC': {'quote': 'BTC'},
+        'XRP/BTC': {'quote': 'BTC'}, 'NEO/BTC': {'quote': 'BTC'},
+        'HELLO-WORLD': {'quote': 'USDT'},
+    })
+    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
+    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes')
+    mocker.patch('freqtrade.exchange.Exchange._load_async_markets')
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
+
+    with pytest.raises(OperationalException, match=r"Stake-currency 'BTC' not compatible with.*"):
+        Exchange(default_conf)
+
 @pytest.mark.parametrize("timeframe", [
     ('5m'), ("1m"), ("15m"), ("1h")
 ])
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index d810305db..828db4d83 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -810,13 +810,6 @@ def test_validate_whitelist(default_conf):
 
     validate_config_consistency(conf)
 
-    conf = deepcopy(default_conf)
-    conf['stake_currency'] = 'USDT'
-    with pytest.raises(OperationalException,
-                       match=r"Stake-currency 'USDT' not compatible with pair-whitelist.*"):
-        validate_config_consistency(conf)
-
-
 def test_load_config_test_comments() -> None:
     """
     Load config with comments

From 61037ab7b8f3f2467555c1a2a767580ea25f43a6 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 24 Feb 2020 21:50:27 +0100
Subject: [PATCH 0608/1106] Implement get_pair_base_curr and
 get_pair_quote_curr

---
 freqtrade/exchange/exchange.py  | 12 ++++++++++++
 freqtrade/freqtradebot.py       |  6 ++++--
 tests/commands/test_commands.py | 31 ++++++++++++++++---------------
 tests/conftest.py               | 29 ++++++++++++++++++++++++++++-
 tests/exchange/test_exchange.py | 15 ++++++++-------
 tests/test_freqtradebot.py      |  2 ++
 6 files changed, 70 insertions(+), 25 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 8023417a3..0e0d2dabe 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -228,6 +228,18 @@ class Exchange:
         markets = self.markets
         return sorted(set([x['quote'] for _, x in markets.items()]))
 
+    def get_pair_quote_currency(self, pair: str) -> str:
+        """
+        Return a pair's quote currency
+        """
+        return self.markets[pair].get('quote')
+
+    def get_pair_base_currency(self, pair: str) -> str:
+        """
+        Return a pair's quote currency
+        """
+        return self.markets[pair].get('base')
+
     def klines(self, pair_interval: Tuple[str, str], copy: bool = True) -> DataFrame:
         if pair_interval in self._klines:
             return self._klines[pair_interval].copy() if copy else self._klines[pair_interval]
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 00d5c369a..38583b5ad 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1125,12 +1125,13 @@ class FreqtradeBot:
         if trade.fee_open == 0 or order['status'] == 'open':
             return order_amount
 
+        trade_base_currency = self.exchange.get_pair_base_currency(trade.pair)
         # use fee from order-dict if possible
         if ('fee' in order and order['fee'] is not None and
                 (order['fee'].keys() >= {'currency', 'cost'})):
             if (order['fee']['currency'] is not None and
                     order['fee']['cost'] is not None and
-                    trade.pair.startswith(order['fee']['currency'])):
+                    trade_base_currency == order['fee']['currency']):
                 new_amount = order_amount - order['fee']['cost']
                 logger.info("Applying fee on amount for %s (from %s to %s) from Order",
                             trade, order['amount'], new_amount)
@@ -1145,6 +1146,7 @@ class FreqtradeBot:
             return order_amount
         amount = 0
         fee_abs = 0
+        trade_base_currency = self.exchange.get_pair_base_currency(trade.pair)
         for exectrade in trades:
             amount += exectrade['amount']
             if ("fee" in exectrade and exectrade['fee'] is not None and
@@ -1152,7 +1154,7 @@ class FreqtradeBot:
                 # only applies if fee is in quote currency!
                 if (exectrade['fee']['currency'] is not None and
                         exectrade['fee']['cost'] is not None and
-                        trade.pair.startswith(exectrade['fee']['currency'])):
+                        trade_base_currency == exectrade['fee']['currency']):
                     fee_abs += exectrade['fee']['cost']
 
         if not isclose(amount, order_amount, abs_tol=constants.MATH_CLOSE_PREC):
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index a9fe0f637..fd8df4b56 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -217,8 +217,9 @@ def test_list_markets(mocker, markets, capsys):
     ]
     start_list_markets(get_args(args), False)
     captured = capsys.readouterr()
-    assert ("Exchange Bittrex has 9 active markets: "
-            "BLK/BTC, ETH/BTC, ETH/USDT, LTC/BTC, LTC/USD, NEO/BTC, TKN/BTC, XLTCUSDT, XRP/BTC.\n"
+    assert ("Exchange Bittrex has 10 active markets: "
+            "BLK/BTC, ETH/BTC, ETH/USDT, LTC/BTC, LTC/ETH, LTC/USD, NEO/BTC, "
+            "TKN/BTC, XLTCUSDT, XRP/BTC.\n"
             in captured.out)
 
     patch_exchange(mocker, api_mock=api_mock, id="binance")
@@ -231,7 +232,7 @@ def test_list_markets(mocker, markets, capsys):
     pargs['config'] = None
     start_list_markets(pargs, False)
     captured = capsys.readouterr()
-    assert re.match("\nExchange Binance has 9 active markets:\n",
+    assert re.match("\nExchange Binance has 10 active markets:\n",
                     captured.out)
 
     patch_exchange(mocker, api_mock=api_mock, id="bittrex")
@@ -243,8 +244,8 @@ def test_list_markets(mocker, markets, capsys):
     ]
     start_list_markets(get_args(args), False)
     captured = capsys.readouterr()
-    assert ("Exchange Bittrex has 11 markets: "
-            "BLK/BTC, BTT/BTC, ETH/BTC, ETH/USDT, LTC/BTC, LTC/USD, LTC/USDT, NEO/BTC, "
+    assert ("Exchange Bittrex has 12 markets: "
+            "BLK/BTC, BTT/BTC, ETH/BTC, ETH/USDT, LTC/BTC, LTC/ETH, LTC/USD, LTC/USDT, NEO/BTC, "
             "TKN/BTC, XLTCUSDT, XRP/BTC.\n"
             in captured.out)
 
@@ -256,8 +257,8 @@ def test_list_markets(mocker, markets, capsys):
     ]
     start_list_markets(get_args(args), True)
     captured = capsys.readouterr()
-    assert ("Exchange Bittrex has 8 active pairs: "
-            "BLK/BTC, ETH/BTC, ETH/USDT, LTC/BTC, LTC/USD, NEO/BTC, TKN/BTC, XRP/BTC.\n"
+    assert ("Exchange Bittrex has 9 active pairs: "
+            "BLK/BTC, ETH/BTC, ETH/USDT, LTC/BTC, LTC/ETH, LTC/USD, NEO/BTC, TKN/BTC, XRP/BTC.\n"
             in captured.out)
 
     # Test list-pairs subcommand with --all: all pairs
@@ -268,8 +269,8 @@ def test_list_markets(mocker, markets, capsys):
     ]
     start_list_markets(get_args(args), True)
     captured = capsys.readouterr()
-    assert ("Exchange Bittrex has 10 pairs: "
-            "BLK/BTC, BTT/BTC, ETH/BTC, ETH/USDT, LTC/BTC, LTC/USD, LTC/USDT, NEO/BTC, "
+    assert ("Exchange Bittrex has 11 pairs: "
+            "BLK/BTC, BTT/BTC, ETH/BTC, ETH/USDT, LTC/BTC, LTC/ETH, LTC/USD, LTC/USDT, NEO/BTC, "
             "TKN/BTC, XRP/BTC.\n"
             in captured.out)
 
@@ -282,8 +283,8 @@ def test_list_markets(mocker, markets, capsys):
     ]
     start_list_markets(get_args(args), False)
     captured = capsys.readouterr()
-    assert ("Exchange Bittrex has 5 active markets with ETH, LTC as base currencies: "
-            "ETH/BTC, ETH/USDT, LTC/BTC, LTC/USD, XLTCUSDT.\n"
+    assert ("Exchange Bittrex has 6 active markets with ETH, LTC as base currencies: "
+            "ETH/BTC, ETH/USDT, LTC/BTC, LTC/ETH, LTC/USD, XLTCUSDT.\n"
             in captured.out)
 
     # active markets, base=LTC
@@ -295,8 +296,8 @@ def test_list_markets(mocker, markets, capsys):
     ]
     start_list_markets(get_args(args), False)
     captured = capsys.readouterr()
-    assert ("Exchange Bittrex has 3 active markets with LTC as base currency: "
-            "LTC/BTC, LTC/USD, XLTCUSDT.\n"
+    assert ("Exchange Bittrex has 4 active markets with LTC as base currency: "
+            "LTC/BTC, LTC/ETH, LTC/USD, XLTCUSDT.\n"
             in captured.out)
 
     # active markets, quote=USDT, USD
@@ -384,7 +385,7 @@ def test_list_markets(mocker, markets, capsys):
     ]
     start_list_markets(get_args(args), False)
     captured = capsys.readouterr()
-    assert ("Exchange Bittrex has 9 active markets:\n"
+    assert ("Exchange Bittrex has 10 active markets:\n"
             in captured.out)
 
     # Test tabular output, no markets found
@@ -407,7 +408,7 @@ def test_list_markets(mocker, markets, capsys):
     ]
     start_list_markets(get_args(args), False)
     captured = capsys.readouterr()
-    assert ('["BLK/BTC","ETH/BTC","ETH/USDT","LTC/BTC","LTC/USD","NEO/BTC",'
+    assert ('["BLK/BTC","ETH/BTC","ETH/USDT","LTC/BTC","LTC/ETH","LTC/USD","NEO/BTC",'
             '"TKN/BTC","XLTCUSDT","XRP/BTC"]'
             in captured.out)
 
diff --git a/tests/conftest.py b/tests/conftest.py
index acb730330..000f62868 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -575,7 +575,34 @@ def get_markets():
                 }
             },
             'info': {},
-        }
+        },
+        'LTC/ETH': {
+            'id': 'LTCETH',
+            'symbol': 'LTC/ETH',
+            'base': 'LTC',
+            'quote': 'ETH',
+            'active': True,
+            'precision': {
+                'base': 8,
+                'quote': 8,
+                'amount': 3,
+                'price': 5
+            },
+            'limits': {
+                'amount': {
+                    'min': 0.001,
+                    'max': 10000000.0
+                },
+                'price': {
+                    'min': 1e-05,
+                    'max': 1000.0
+                },
+                'cost': {
+                    'min': 0.01,
+                    'max': None
+                }
+            },
+        },
     }
 
 
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index d1c105591..98edd0dbb 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -400,7 +400,7 @@ def test_validate_stake_currency_error(default_conf, mocker, caplog):
 def test_get_quote_currencies(default_conf, mocker):
     ex = get_patched_exchange(mocker, default_conf)
 
-    assert set(ex.get_quote_currencies()) == set(['USD', 'BTC', 'USDT'])
+    assert set(ex.get_quote_currencies()) == set(['USD', 'ETH', 'BTC', 'USDT'])
 
 
 def test_validate_pairs(default_conf, mocker):  # test exchange.validate_pairs directly
@@ -1862,6 +1862,7 @@ def test_get_valid_pair_combination(default_conf, mocker, markets):
         # 'ETH/BTC':  'active': True
         # 'ETH/USDT': 'active': True
         # 'LTC/BTC':  'active': False
+        # 'LTC/ETH':  'active': True
         # 'LTC/USD':  'active': True
         # 'LTC/USDT': 'active': True
         # 'NEO/BTC':  'active': False
@@ -1870,26 +1871,26 @@ def test_get_valid_pair_combination(default_conf, mocker, markets):
         # 'XRP/BTC':  'active': False
         # all markets
         ([], [], False, False,
-         ['BLK/BTC', 'BTT/BTC', 'ETH/BTC', 'ETH/USDT', 'LTC/BTC', 'LTC/USD',
+         ['BLK/BTC', 'BTT/BTC', 'ETH/BTC', 'ETH/USDT', 'LTC/BTC', 'LTC/ETH', 'LTC/USD',
           'LTC/USDT', 'NEO/BTC', 'TKN/BTC', 'XLTCUSDT', 'XRP/BTC']),
         # active markets
         ([], [], False, True,
-         ['BLK/BTC', 'ETH/BTC', 'ETH/USDT', 'LTC/BTC', 'LTC/USD', 'NEO/BTC',
+         ['BLK/BTC', 'ETH/BTC', 'ETH/USDT', 'LTC/BTC', 'LTC/ETH', 'LTC/USD', 'NEO/BTC',
           'TKN/BTC', 'XLTCUSDT', 'XRP/BTC']),
         # all pairs
         ([], [], True, False,
-         ['BLK/BTC', 'BTT/BTC', 'ETH/BTC', 'ETH/USDT', 'LTC/BTC', 'LTC/USD',
+         ['BLK/BTC', 'BTT/BTC', 'ETH/BTC', 'ETH/USDT', 'LTC/BTC', 'LTC/ETH', 'LTC/USD',
           'LTC/USDT', 'NEO/BTC', 'TKN/BTC', 'XRP/BTC']),
         # active pairs
         ([], [], True, True,
-         ['BLK/BTC', 'ETH/BTC', 'ETH/USDT', 'LTC/BTC', 'LTC/USD', 'NEO/BTC',
+         ['BLK/BTC', 'ETH/BTC', 'ETH/USDT', 'LTC/BTC', 'LTC/ETH', 'LTC/USD', 'NEO/BTC',
           'TKN/BTC', 'XRP/BTC']),
         # all markets, base=ETH, LTC
         (['ETH', 'LTC'], [], False, False,
-         ['ETH/BTC', 'ETH/USDT', 'LTC/BTC', 'LTC/USD', 'LTC/USDT', 'XLTCUSDT']),
+         ['ETH/BTC', 'ETH/USDT', 'LTC/BTC', 'LTC/ETH', 'LTC/USD', 'LTC/USDT', 'XLTCUSDT']),
         # all markets, base=LTC
         (['LTC'], [], False, False,
-         ['LTC/BTC', 'LTC/USD', 'LTC/USDT', 'XLTCUSDT']),
+         ['LTC/BTC', 'LTC/ETH', 'LTC/USD', 'LTC/USDT', 'XLTCUSDT']),
         # all markets, quote=USDT
         ([], ['USDT'], False, False,
          ['ETH/USDT', 'LTC/USDT', 'XLTCUSDT']),
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 20db46fac..9a7816d35 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2192,6 +2192,7 @@ def test_handle_timedout_limit_buy(mocker, default_conf, limit_buy_order) -> Non
 
     Trade.session = MagicMock()
     trade = MagicMock()
+    trade.pair = 'LTC/ETH'
     limit_buy_order['remaining'] = limit_buy_order['amount']
     assert freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
     assert cancel_order_mock.call_count == 1
@@ -2215,6 +2216,7 @@ def test_handle_timedout_limit_buy_corder_empty(mocker, default_conf, limit_buy_
 
     Trade.session = MagicMock()
     trade = MagicMock()
+    trade.pair = 'LTC/ETH'
     limit_buy_order['remaining'] = limit_buy_order['amount']
     assert freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
     assert cancel_order_mock.call_count == 1

From cd7efde6c0618c3a40d44432dece4592510e5c87 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Mon, 24 Feb 2020 22:06:21 +0100
Subject: [PATCH 0609/1106] Fixed coloring so it's only targeting the values
 not the table borders

---
 freqtrade/optimize/hyperopt.py | 30 ++++++++++++++++--------------
 1 file changed, 16 insertions(+), 14 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 7ff5c3500..9c18d6803 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -313,22 +313,12 @@ class Hyperopt:
                          'loss', 'is_initial_point', 'is_best']]
         trials.columns = ['Best', 'Epoch', 'Trades', 'Avg profit', 'Total profit',
                           'Profit', 'Avg duration', 'Objective', 'is_initial_point', 'is_best']
-
+        trials['is_profit'] = False
         trials.loc[trials['is_initial_point'], 'Best'] = '*'
         trials.loc[trials['is_best'], 'Best'] = 'Best'
         trials['Objective'] = trials['Objective'].astype(str)
-        trials = trials.drop(columns=['is_initial_point', 'is_best'])
-
-        if print_colorized:
-            for i in range(len(trials)):
-                if trials.loc[i]['Total profit'] > 0:
-                    trials.at[i, 'Best'] = Fore.GREEN + trials.loc[i]['Best']
-                    trials.at[i, 'Objective'] = "{}{}".format(trials.loc[i]['Objective'],
-                                                              Fore.RESET)
-                if 'Best' in trials.loc[i]['Best'] and highlight_best:
-                    trials.at[i, 'Best'] = Style.BRIGHT + trials.loc[i]['Best']
-                    trials.at[i, 'Objective'] = "{}{}".format(trials.loc[i]['Objective'],
-                                                              Style.RESET_ALL)
+        trials.loc[trials['Total profit'] > 0, 'is_profit'] = True
+        trials['Trades'] = trials['Trades'].astype(str)
 
         trials['Epoch'] = trials['Epoch'].apply(
             lambda x: "{}/{}".format(x, total_epochs))
@@ -340,9 +330,21 @@ class Hyperopt:
             lambda x: '{: 11.8f} '.format(x) + config['stake_currency'] if not isna(x) else x)
         trials['Avg duration'] = trials['Avg duration'].apply(
             lambda x: '{:,.1f}m'.format(x) if not isna(x) else x)
+        if print_colorized:
+            for i in range(len(trials)):
+                if trials.loc[i]['is_profit']:
+                    for z in range(len(trials.loc[i])-3):
+                        trials.iat[i, z] = "{}{}{}".format(Fore.GREEN,
+                                                           str(trials.loc[i][z]), Fore.RESET)
+                if trials.loc[i]['is_best'] and highlight_best:
+                    for z in range(len(trials.loc[i])-3):
+                        trials.iat[i, z] = "{}{}{}".format(Style.BRIGHT,
+                                                           str(trials.loc[i][z]), Style.RESET_ALL)
+
+        trials = trials.drop(columns=['is_initial_point', 'is_best', 'is_profit'])
 
         print(tabulate(trials.to_dict(orient='list'), headers='keys', tablefmt='psql',
-              stralign="right"))
+                       stralign="right"))
 
     def has_space(self, space: str) -> bool:
         """

From e9448dc5e248f702b80ddd9be62faefd6e1526d1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 25 Feb 2020 07:01:23 +0100
Subject: [PATCH 0610/1106] Add tsts for quote and base currency

---
 tests/exchange/test_exchange.py | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 98edd0dbb..def4e6ab6 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -403,6 +403,28 @@ def test_get_quote_currencies(default_conf, mocker):
     assert set(ex.get_quote_currencies()) == set(['USD', 'ETH', 'BTC', 'USDT'])
 
 
+@pytest.mark.parametrize('pair,expected', [
+    ('XRP/BTC', 'BTC'),
+    ('LTC/USD', 'USD'),
+    ('ETH/USDT', 'USDT'),
+    ('XLTCUSDT', 'USDT'),
+])
+def test_get_pair_quote_currency(default_conf, mocker, pair, expected):
+    ex = get_patched_exchange(mocker, default_conf)
+    assert ex.get_pair_quote_currency(pair) == expected
+
+
+@pytest.mark.parametrize('pair,expected', [
+    ('XRP/BTC', 'XRP'),
+    ('LTC/USD', 'LTC'),
+    ('ETH/USDT', 'ETH'),
+    ('XLTCUSDT', 'LTC'),
+])
+def test_get_pair_base_currency(default_conf, mocker, pair, expected):
+    ex = get_patched_exchange(mocker, default_conf)
+    assert ex.get_pair_base_currency(pair) == expected
+
+
 def test_validate_pairs(default_conf, mocker):  # test exchange.validate_pairs directly
     api_mock = MagicMock()
     type(api_mock).markets = PropertyMock(return_value={

From e8eaa8920ea397a9403ece95d27c3a647ed428d8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 25 Feb 2020 07:01:31 +0100
Subject: [PATCH 0611/1106] Use get_base_currency instead of splitting by /

---
 freqtrade/freqtradebot.py | 3 +--
 freqtrade/wallets.py      | 2 +-
 2 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 38583b5ad..424a6a220 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -938,8 +938,7 @@ class FreqtradeBot:
         """
         # Update wallets to ensure amounts tied up in a stoploss is now free!
         self.wallets.update()
-
-        wallet_amount = self.wallets.get_free(pair.split('/')[0])
+        wallet_amount = self.wallets.get_free(self.exchange.get_pair_base_currency(pair))
         logger.debug(f"{pair} - Wallet: {wallet_amount} - Trade-amount: {amount}")
         if wallet_amount >= amount:
             return amount
diff --git a/freqtrade/wallets.py b/freqtrade/wallets.py
index dd5e34fe6..b913155bc 100644
--- a/freqtrade/wallets.py
+++ b/freqtrade/wallets.py
@@ -74,7 +74,7 @@ class Wallets:
         )
 
         for trade in open_trades:
-            curr = trade.pair.split('/')[0]
+            curr = self._exchange.get_pair_base_currency(trade.pair)
             _wallets[curr] = Wallet(
                 curr,
                 trade.amount,

From d34515a5de5b08e21cfc2e6854d4037758fc1f11 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 25 Feb 2020 07:03:11 +0100
Subject: [PATCH 0612/1106] Remove constraint to have pairs in base/quote
 format

---
 freqtrade/constants.py          | 2 --
 tests/exchange/test_exchange.py | 1 +
 tests/test_configuration.py     | 8 +-------
 3 files changed, 2 insertions(+), 9 deletions(-)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 105cd6b53..1504d1f1c 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -251,7 +251,6 @@ CONF_SCHEMA = {
                     'type': 'array',
                     'items': {
                         'type': 'string',
-                        'pattern': '^[0-9A-Z]+/[0-9A-Z]+$'
                     },
                     'uniqueItems': True
                 },
@@ -259,7 +258,6 @@ CONF_SCHEMA = {
                     'type': 'array',
                     'items': {
                         'type': 'string',
-                        'pattern': '^[0-9A-Z]+/[0-9A-Z]+$'
                     },
                     'uniqueItems': True
                 },
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index def4e6ab6..ca2bedb01 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -525,6 +525,7 @@ def test_validate_pairs_stakecompatibility_fail(default_conf, mocker, caplog):
     with pytest.raises(OperationalException, match=r"Stake-currency 'BTC' not compatible with.*"):
         Exchange(default_conf)
 
+
 @pytest.mark.parametrize("timeframe", [
     ('5m'), ("1m"), ("15m"), ("1h")
 ])
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index 828db4d83..a58e88ea0 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -34,13 +34,6 @@ def all_conf():
     return conf
 
 
-def test_load_config_invalid_pair(default_conf) -> None:
-    default_conf['exchange']['pair_whitelist'].append('ETH-BTC')
-
-    with pytest.raises(ValidationError, match=r'.*does not match.*'):
-        validate_config_schema(default_conf)
-
-
 def test_load_config_missing_attributes(default_conf) -> None:
     conf = deepcopy(default_conf)
     conf.pop('exchange')
@@ -810,6 +803,7 @@ def test_validate_whitelist(default_conf):
 
     validate_config_consistency(conf)
 
+
 def test_load_config_test_comments() -> None:
     """
     Load config with comments

From 31ac4598ba966b60be897ef22884442fa63eeb6f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 25 Feb 2020 07:16:37 +0100
Subject: [PATCH 0613/1106] Fix last occurances of pair splitting

---
 freqtrade/exchange/exchange.py       | 4 ++--
 freqtrade/pairlist/VolumePairList.py | 4 ++--
 freqtrade/rpc/rpc.py                 | 4 ++--
 tests/rpc/test_rpc.py                | 2 +-
 4 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 0e0d2dabe..6964986b0 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -232,13 +232,13 @@ class Exchange:
         """
         Return a pair's quote currency
         """
-        return self.markets[pair].get('quote')
+        return self.markets.get(pair, {}).get('quote')
 
     def get_pair_base_currency(self, pair: str) -> str:
         """
         Return a pair's quote currency
         """
-        return self.markets[pair].get('base')
+        return self.markets.get(pair, {}).get('base')
 
     def klines(self, pair_interval: Tuple[str, str], copy: bool = True) -> DataFrame:
         if pair_interval in self._klines:
diff --git a/freqtrade/pairlist/VolumePairList.py b/freqtrade/pairlist/VolumePairList.py
index e50dafb63..e1cdb4a43 100644
--- a/freqtrade/pairlist/VolumePairList.py
+++ b/freqtrade/pairlist/VolumePairList.py
@@ -91,9 +91,9 @@ class VolumePairList(IPairList):
 
         if self._pairlist_pos == 0:
             # If VolumePairList is the first in the list, use fresh pairlist
-            # check length so that we make sure that '/' is actually in the string
+            # check base currency equals to stake currency.
             filtered_tickers = [v for k, v in tickers.items()
-                                if (len(k.split('/')) == 2 and k.split('/')[1] == base_currency
+                                if (self._exchange.get_pair_quote_currency(k) == base_currency
                                     and v[key] is not None)]
         else:
             # If other pairlist is in front, use the incomming pairlist.
diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 3411318bb..d680d36b1 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -462,7 +462,7 @@ class RPC:
 
         # Check pair is in stake currency
         stake_currency = self._freqtrade.config.get('stake_currency')
-        if not pair.endswith(stake_currency):
+        if not self._freqtrade.exchange.get_pair_quote_currency(pair) == stake_currency:
             raise RPCException(
                 f'Wrong pair selected. Please pairs with stake {stake_currency} pairs only')
         # check if valid pair
@@ -517,7 +517,7 @@ class RPC:
         if add:
             stake_currency = self._freqtrade.config.get('stake_currency')
             for pair in add:
-                if (pair.endswith(stake_currency)
+                if (self._freqtrade.exchange.get_pair_quote_currency(pair) == stake_currency
                         and pair not in self._freqtrade.pairlists.blacklist):
                     self._freqtrade.pairlists.blacklist.append(pair)
 
diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index a35bfa0d6..3c99e6b92 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -687,7 +687,7 @@ def test_rpcforcebuy(mocker, default_conf, ticker, fee, limit_buy_order) -> None
 
     # Test buy pair not with stakes
     with pytest.raises(RPCException, match=r'Wrong pair selected. Please pairs with stake.*'):
-        rpc._rpc_forcebuy('XRP/ETH', 0.0001)
+        rpc._rpc_forcebuy('LTC/ETH', 0.0001)
     pair = 'XRP/BTC'
 
     # Test not buying

From 47e46bf205602caaa19b88fdfb863a308ba1a18b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 25 Feb 2020 14:48:46 +0100
Subject: [PATCH 0614/1106] Add second example using dataprovider and current
 price

---
 docs/strategy-advanced.md | 39 +++++++++++++++++++++++++++++++++++++--
 1 file changed, 37 insertions(+), 2 deletions(-)

diff --git a/docs/strategy-advanced.md b/docs/strategy-advanced.md
index a60a6ea47..bdcd29f46 100644
--- a/docs/strategy-advanced.md
+++ b/docs/strategy-advanced.md
@@ -40,7 +40,7 @@ class Awesomestrategy(IStrategy):
             return True
         elif trade.open_rate < 1 and trade.open_date < datetime.utcnow() - timedelta(hours=24):
            return True
-        return True
+        return False
 
 
     def check_sell_timeout(self, pair: str, trade: Trade, order: dict, **kwargs) -> bool:
@@ -50,8 +50,43 @@ class Awesomestrategy(IStrategy):
             return True
         elif trade.open_rate < 1 and trade.open_date < datetime.utcnow() - timedelta(hours=24):
            return True
-        return True
+        return False
 ```
 
 !!! Note
     For the above example, `unfilledtimeout` must be set to something bigger than 24h, otherwise that type of timeout will apply first.
+
+
+### Custom order timeout example (using additional data)
+
+``` python
+from datetime import datetime, timestamp
+from freqtrade.persistence import Trade
+
+class Awesomestrategy(IStrategy):
+
+    # ... populate_* methods
+
+    # Set unfilledtimeout to 25 hours, since our maximum timeout from below is 24 hours.
+    unfilledtimeout = {
+        'buy': 60 * 25,
+        'sell': 60 * 25
+    }
+
+    def check_buy_timeout(self, pair: str, trade: Trade, order: dict, **kwargs) -> bool:
+        ob = self.dp.orderbook(pair, 1)
+        current_price = ob['bids'][0][0]
+        # Cancel buy order if price is more than 2% above the order.
+        if order['price'] * 0.98 < best_bid:
+            return True
+        return False
+
+
+    def check_sell_timeout(self, pair: str, trade: Trade, order: dict, **kwargs) -> bool:
+        ob = self.dp.orderbook(pair, 1)
+        current_price = ob['asks'][0][0]
+        # Cancel sell order if price is more than 2% below the order.
+        if order['price'] * 1.02 > current_price:
+            return True
+        return False
+```

From cfc22577bed042947d40cfa15676c1456aa6f7d4 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 25 Feb 2020 16:52:01 +0100
Subject: [PATCH 0615/1106] Add timeframe_to_minutes to ROI documentation

---
 docs/strategy-customization.md | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index 07833da34..0dfeb3978 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -249,6 +249,22 @@ minimal_roi = {
 
 While technically not completely disabled, this would sell once the trade reaches 10000% Profit.
 
+To use times based on candles, the following snippet can be handy.
+This will allow you to change the ticket_interval, and ROI will be set as candles (e.g. after 3 candles ...)
+
+``` python
+from freqtrade.exchange import timeframe_to_minutes
+
+class AwesomeStrategy(IStrategy):
+
+    ticker_interval = '1d'
+    ticker_interval_mins = timeframe_to_minutes(ticker_interval)
+    minimal_roi = {
+        (ticker_interval_mins * 3): 0.02,  # After 3 candles
+        (ticker_interval_mins * 6): 0.01,  # After 6 candles
+    }
+```
+
 ### Stoploss
 
 Setting a stoploss is highly recommended to protect your capital from strong moves against you.

From d44f6651c4a63030dcaaecbda1431a020cc21ef0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 25 Feb 2020 19:55:23 +0100
Subject: [PATCH 0616/1106] Fix small parenteses bug

---
 docs/strategy-advanced.md | 4 ++--
 freqtrade/freqtradebot.py | 8 ++++----
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/docs/strategy-advanced.md b/docs/strategy-advanced.md
index bdcd29f46..8d241cc86 100644
--- a/docs/strategy-advanced.md
+++ b/docs/strategy-advanced.md
@@ -77,7 +77,7 @@ class Awesomestrategy(IStrategy):
         ob = self.dp.orderbook(pair, 1)
         current_price = ob['bids'][0][0]
         # Cancel buy order if price is more than 2% above the order.
-        if order['price'] * 0.98 < best_bid:
+        if order['price'] > current_price * 1.02:
             return True
         return False
 
@@ -86,7 +86,7 @@ class Awesomestrategy(IStrategy):
         ob = self.dp.orderbook(pair, 1)
         current_price = ob['asks'][0][0]
         # Cancel sell order if price is more than 2% below the order.
-        if order['price'] * 1.02 > current_price:
+        if order['price'] < current_price * 0.98:
             return True
         return False
 ```
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 5adbe76f4..05cd60e5e 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -847,24 +847,24 @@ class FreqtradeBot:
                 self.wallets.update()
                 continue
 
-            if ((order['side'] == 'buy' and order['status'] == 'canceled')
+            if (order['side'] == 'buy' and (order['status'] == 'canceled'
                     or self._check_timed_out('buy', order)
                     or strategy_safe_wrapper(self.strategy.check_buy_timeout,
                                              default_retval=False)(pair=trade.pair,
                                                                    trade=trade,
-                                                                   order=order)):
+                                                                   order=order))):
 
                 self.handle_timedout_limit_buy(trade, order)
                 self.wallets.update()
                 order_type = self.strategy.order_types['buy']
                 self._notify_buy_cancel(trade, order_type)
 
-            elif ((order['side'] == 'sell' and order['status'] == 'canceled')
+            elif (order['side'] == 'sell' and (order['status'] == 'canceled'
                   or self._check_timed_out('sell', order)
                   or strategy_safe_wrapper(self.strategy.check_sell_timeout,
                                            default_retval=False)(pair=trade.pair,
                                                                  trade=trade,
-                                                                 order=order)):
+                                                                 order=order))):
                 self.handle_timedout_limit_sell(trade, order)
                 self.wallets.update()
                 order_type = self.strategy.order_types['sell']

From a030ce9348bd5229005631fbdd2e91908f057f7a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 25 Feb 2020 20:22:59 +0100
Subject: [PATCH 0617/1106] Reformat if condition

---
 freqtrade/freqtradebot.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 05cd60e5e..fa0981448 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -847,7 +847,8 @@ class FreqtradeBot:
                 self.wallets.update()
                 continue
 
-            if (order['side'] == 'buy' and (order['status'] == 'canceled'
+            if (order['side'] == 'buy' and (
+                    order['status'] == 'canceled'
                     or self._check_timed_out('buy', order)
                     or strategy_safe_wrapper(self.strategy.check_buy_timeout,
                                              default_retval=False)(pair=trade.pair,
@@ -859,7 +860,8 @@ class FreqtradeBot:
                 order_type = self.strategy.order_types['buy']
                 self._notify_buy_cancel(trade, order_type)
 
-            elif (order['side'] == 'sell' and (order['status'] == 'canceled'
+            elif (order['side'] == 'sell' and (
+                    order['status'] == 'canceled'
                   or self._check_timed_out('sell', order)
                   or strategy_safe_wrapper(self.strategy.check_sell_timeout,
                                            default_retval=False)(pair=trade.pair,

From 7d7318a3ea5af47dada77e6595142e8c4bba8237 Mon Sep 17 00:00:00 2001
From: gaugau3000 <g.pialat@gmail.com>
Date: Tue, 25 Feb 2020 19:41:20 +0000
Subject: [PATCH 0618/1106] fix_wrong_order_type

---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 0b9519688..6f139bebe 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -340,7 +340,7 @@ This is most of the time the default time in force. It means the order will rema
 on exchange till it is canceled by user. It can be fully or partially fulfilled.
 If partially fulfilled, the remaining will stay on the exchange till cancelled.
 
-**FOK (Full Or Kill):**
+**FOK (Fill Or Kill):**
 
 It means if the order is not executed immediately AND fully then it is canceled by the exchange.
 

From 76c449c0c232032d128a854764356cebfe504fcb Mon Sep 17 00:00:00 2001
From: gaugau3000 <g.pialat@gmail.com>
Date: Tue, 25 Feb 2020 19:45:23 +0000
Subject: [PATCH 0619/1106] volume_pair_list_extra_doc_infos

---
 docs/configuration.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/docs/configuration.md b/docs/configuration.md
index 6f139bebe..6e8813211 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -532,6 +532,8 @@ It uses configuration from `exchange.pair_whitelist` and `exchange.pair_blacklis
 
 `refresh_period` allows setting the period (in seconds), at which the pairlist will be refreshed. Defaults to 1800s (30 minutes).
 
+`VolumePairList` is based on the volume of the last 24 hours.
+
 ```json
 "pairlists": [{
         "method": "VolumePairList",

From ce2e039e5fb9eba15864a1a3df45be17120127d7 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Wed, 26 Feb 2020 01:58:32 +0300
Subject: [PATCH 0620/1106] Update docs/configuration.md

---
 docs/configuration.md | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 6e8813211..5d1820bdb 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -532,7 +532,11 @@ It uses configuration from `exchange.pair_whitelist` and `exchange.pair_blacklis
 
 `refresh_period` allows setting the period (in seconds), at which the pairlist will be refreshed. Defaults to 1800s (30 minutes).
 
-`VolumePairList` is based on the volume of the last 24 hours.
+`VolumePairList` is based on the ticker data, as reported by the ccxt library:
+
+* The `bidVolume` is the volume (amount) of current best bid in the orderbook.
+* The `askVolume` is the volume (amount) of current best ask in the orderbook.
+* The `quoteVolume` is the amount of quote (stake) currency traded (bought or sold) in last 24 hours.
 
 ```json
 "pairlists": [{

From df49b98c2578a9d45c0a052f643d00e6fbba2bdd Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 26 Feb 2020 06:40:13 +0100
Subject: [PATCH 0621/1106] Implement wording-changes

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/strategy-customization.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index 0dfeb3978..acd985287 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -249,8 +249,8 @@ minimal_roi = {
 
 While technically not completely disabled, this would sell once the trade reaches 10000% Profit.
 
-To use times based on candles, the following snippet can be handy.
-This will allow you to change the ticket_interval, and ROI will be set as candles (e.g. after 3 candles ...)
+To use times based on candle duration (ticker_interval or timeframe), the following snippet can be handy.
+This will allow you to change the ticket_interval for the strategy, and ROI times will still be set as candles (e.g. after 3 candles ...)
 
 ``` python
 from freqtrade.exchange import timeframe_to_minutes

From af4469f073501150c4aaa520fcd614ea18177fad Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 26 Feb 2020 06:43:15 +0100
Subject: [PATCH 0622/1106] Convert to str to avoid errors

---
 docs/strategy-customization.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index acd985287..fd40a971e 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -260,8 +260,8 @@ class AwesomeStrategy(IStrategy):
     ticker_interval = '1d'
     ticker_interval_mins = timeframe_to_minutes(ticker_interval)
     minimal_roi = {
-        (ticker_interval_mins * 3): 0.02,  # After 3 candles
-        (ticker_interval_mins * 6): 0.01,  # After 6 candles
+        str(ticker_interval_mins * 3)): 0.02,  # After 3 candles
+        str(ticker_interval_mins * 6)): 0.01,  # After 6 candles
     }
 ```
 

From 1e869b86f279f71c42d7f2bb6a34a2eb4ed60b47 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 26 Feb 2020 06:54:04 +0100
Subject: [PATCH 0623/1106] Update checkout aciton to v2

https://github.com/actions/checkout/issues/23 suggests that it's fixed in v2.
---
 .github/workflows/ci.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index cc8906af5..dc3d324a1 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -23,7 +23,7 @@ jobs:
         python-version: [3.7, 3.8]
 
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
 
     - name: Set up Python
       uses: actions/setup-python@v1
@@ -118,7 +118,7 @@ jobs:
         python-version: [3.7]
 
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
 
     - name: Set up Python
       uses: actions/setup-python@v1
@@ -175,7 +175,7 @@ jobs:
   docs_check:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
 
     - name: Documentation syntax
       run: |
@@ -195,7 +195,7 @@ jobs:
     runs-on: ubuntu-18.04
     if: (github.event_name == 'push' || github.event_name == 'schedule' || github.event_name == 'release') && github.repository == 'freqtrade/freqtrade'
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v2
 
     - name: Set up Python
       uses: actions/setup-python@v1

From 1021ffa1c3051d17482a00e79eef5a2b211cd103 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 26 Feb 2020 07:00:08 +0100
Subject: [PATCH 0624/1106] Apply suggestions from code review

Add suggested changes to comments

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 freqtrade/pairlist/VolumePairList.py | 2 +-
 freqtrade/rpc/rpc.py                 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/pairlist/VolumePairList.py b/freqtrade/pairlist/VolumePairList.py
index e1cdb4a43..d067d5e8a 100644
--- a/freqtrade/pairlist/VolumePairList.py
+++ b/freqtrade/pairlist/VolumePairList.py
@@ -91,7 +91,7 @@ class VolumePairList(IPairList):
 
         if self._pairlist_pos == 0:
             # If VolumePairList is the first in the list, use fresh pairlist
-            # check base currency equals to stake currency.
+            # Check if pair quote currency equals to the stake currency.
             filtered_tickers = [v for k, v in tickers.items()
                                 if (self._exchange.get_pair_quote_currency(k) == base_currency
                                     and v[key] is not None)]
diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index d680d36b1..1e4eaa3e0 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -460,7 +460,7 @@ class RPC:
         if self._freqtrade.state != State.RUNNING:
             raise RPCException('trader is not running')
 
-        # Check pair is in stake currency
+        # Check if pair quote currency equals to the stake currency.
         stake_currency = self._freqtrade.config.get('stake_currency')
         if not self._freqtrade.exchange.get_pair_quote_currency(pair) == stake_currency:
             raise RPCException(

From 4e218be51db55e16bccc5513be244b98467ccb9f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 26 Feb 2020 07:08:09 +0100
Subject: [PATCH 0625/1106] Don't use markets[pair]['quote']

---
 freqtrade/exchange/exchange.py  | 2 +-
 freqtrade/freqtradebot.py       | 4 ++--
 freqtrade/pairlist/IPairList.py | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 6964986b0..cc0ecc6cd 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -334,7 +334,7 @@ class Exchange:
                 logger.warning(f"Pair {pair} is restricted for some users on this exchange."
                                f"Please check if you are impacted by this restriction "
                                f"on the exchange and eventually remove {pair} from your whitelist.")
-            if not self.markets[pair].get('quote') == self._config['stake_currency']:
+            if not self.get_pair_quote_currency(pair) == self._config['stake_currency']:
                 invalid_pairs.append(pair)
         if invalid_pairs:
             raise OperationalException(
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 424a6a220..c3b642095 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -938,7 +938,8 @@ class FreqtradeBot:
         """
         # Update wallets to ensure amounts tied up in a stoploss is now free!
         self.wallets.update()
-        wallet_amount = self.wallets.get_free(self.exchange.get_pair_base_currency(pair))
+        trade_base_currency = self.exchange.get_pair_base_currency(pair)
+        wallet_amount = self.wallets.get_free(trade_base_currency)
         logger.debug(f"{pair} - Wallet: {wallet_amount} - Trade-amount: {amount}")
         if wallet_amount >= amount:
             return amount
@@ -1145,7 +1146,6 @@ class FreqtradeBot:
             return order_amount
         amount = 0
         fee_abs = 0
-        trade_base_currency = self.exchange.get_pair_base_currency(trade.pair)
         for exectrade in trades:
             amount += exectrade['amount']
             if ("fee" in exectrade and exectrade['fee'] is not None and
diff --git a/freqtrade/pairlist/IPairList.py b/freqtrade/pairlist/IPairList.py
index 7d489ece7..d45a329dd 100644
--- a/freqtrade/pairlist/IPairList.py
+++ b/freqtrade/pairlist/IPairList.py
@@ -100,7 +100,7 @@ class IPairList(ABC):
                                f"{self._exchange.name}. Removing it from whitelist..")
                 continue
 
-            if markets[pair]['quote'] != self._config['stake_currency']:
+            if self._exchange.get_pair_quote_currency(pair) != self._config['stake_currency']:
                 logger.warning(f"Pair {pair} is not compatible with your stake currency "
                                f"{self._config['stake_currency']}. Removing it from whitelist..")
                 continue

From f38accb77b05accfbf328e62c5b417ed7613d527 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 26 Feb 2020 07:09:54 +0100
Subject: [PATCH 0626/1106] Return empty string if no quote / base currency can
 be found

---
 freqtrade/exchange/exchange.py  | 4 ++--
 tests/exchange/test_exchange.py | 2 ++
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index cc0ecc6cd..21627679f 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -232,13 +232,13 @@ class Exchange:
         """
         Return a pair's quote currency
         """
-        return self.markets.get(pair, {}).get('quote')
+        return self.markets.get(pair, {}).get('quote', '')
 
     def get_pair_base_currency(self, pair: str) -> str:
         """
         Return a pair's quote currency
         """
-        return self.markets.get(pair, {}).get('base')
+        return self.markets.get(pair, {}).get('base', '')
 
     def klines(self, pair_interval: Tuple[str, str], copy: bool = True) -> DataFrame:
         if pair_interval in self._klines:
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index ca2bedb01..3a653edb6 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -408,6 +408,7 @@ def test_get_quote_currencies(default_conf, mocker):
     ('LTC/USD', 'USD'),
     ('ETH/USDT', 'USDT'),
     ('XLTCUSDT', 'USDT'),
+    ('XRP/NOCURRENCY', ''),
 ])
 def test_get_pair_quote_currency(default_conf, mocker, pair, expected):
     ex = get_patched_exchange(mocker, default_conf)
@@ -419,6 +420,7 @@ def test_get_pair_quote_currency(default_conf, mocker, pair, expected):
     ('LTC/USD', 'LTC'),
     ('ETH/USDT', 'ETH'),
     ('XLTCUSDT', 'LTC'),
+    ('XRP/NOCURRENCY', ''),
 ])
 def test_get_pair_base_currency(default_conf, mocker, pair, expected):
     ex = get_patched_exchange(mocker, default_conf)

From a29653b510722251debc426981e3afc1d9929a4d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 26 Feb 2020 08:59:27 +0100
Subject: [PATCH 0627/1106] Wording changes to install docs

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/configuration.md | 4 ++--
 docs/installation.md  | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 234ff49ba..3844f2812 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -656,8 +656,8 @@ You should also make sure to read the [Exchanges](exchanges.md) section of the d
 
 ### Setup your exchange account
 
-You will need to create API Keys (usually you get `key` and `secret`) from the Exchange website and you'll need to insert this into the appropriate fields in the configuration or when asked by the installation script.
-API Keys are usually only required for real / production trading, but are not required for paper-trading / dry-run.
+You will need to create API Keys (usually you get `key` and `secret`, some exchanges supply it with `password`) from the Exchange website and you'll need to insert this into the appropriate fields in the configuration or when asked by the installation script.
+API Keys are usually only required for live trade (trading for real money, bot running in the "production mode", executing real orders on the exchange) and are not required for the bot running in the dry-run (trade simulation) mode. When you setup the bot in the dry-run mode, you may fill these fields with empty values.
 
 
 ### Using proxy with Freqtrade
diff --git a/docs/installation.md b/docs/installation.md
index 5a15be234..88e2ef6eb 100644
--- a/docs/installation.md
+++ b/docs/installation.md
@@ -2,7 +2,7 @@
 
 This page explains how to prepare your environment for running the bot.
 
-Please consider using the prebuilt [docker images](docker.md) to get started quickly while trying out freqtrade.
+Please consider using the prebuilt [docker images](docker.md) to get started quickly while trying out freqtrade evaluating how it operates.
 
 ## Prerequisite
 

From 8ae0f99a960fa4e7bdb615fa19c29fac887cb9e8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 26 Feb 2020 09:05:48 +0100
Subject: [PATCH 0628/1106] Remove duplicate section

---
 docs/configuration.md | 10 ++--------
 1 file changed, 2 insertions(+), 8 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 3844f2812..e0dc43f5d 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -628,8 +628,8 @@ you run it in production mode.
 
 ### Setup your exchange account
 
-You will need to create API Keys (usually you get `key` and `secret`) from the Exchange website and you'll need to insert this into the appropriate fields in the configuration or when asked by the installation script.
-API Keys are usually only required for real / production trading, but are not required for paper-trading / dry-run.
+You will need to create API Keys (usually you get `key` and `secret`, some exchanges require an additional `password`) from the Exchange website and you'll need to insert this into the appropriate fields in the configuration or when asked by the `freqtrade new-config` command.
+API Keys are usually only required for live trading (trading for real money, bot running in "production mode", executing real orders on the exchange) and are not required for the bot running in dry-run (trade simulation) mode. When you setup the bot in dry-run mode, you may fill these fields with empty values.
 
 ### To switch your bot in production mode
 
@@ -654,12 +654,6 @@ API Keys are usually only required for real / production trading, but are not re
 
 You should also make sure to read the [Exchanges](exchanges.md) section of the documentation to be aware of potential configuration details specific to your exchange.
 
-### Setup your exchange account
-
-You will need to create API Keys (usually you get `key` and `secret`, some exchanges supply it with `password`) from the Exchange website and you'll need to insert this into the appropriate fields in the configuration or when asked by the installation script.
-API Keys are usually only required for live trade (trading for real money, bot running in the "production mode", executing real orders on the exchange) and are not required for the bot running in the dry-run (trade simulation) mode. When you setup the bot in the dry-run mode, you may fill these fields with empty values.
-
-
 ### Using proxy with Freqtrade
 
 To use a proxy with freqtrade, add the kwarg `"aiohttp_trust_env"=true` to the `"ccxt_async_kwargs"` dict in the exchange section of the configuration.

From f91d7beaa16edea12c6837489ae2f6d55e376a87 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 23 Feb 2020 13:51:16 +0100
Subject: [PATCH 0629/1106] Fix constants wrong parenteses

---
 freqtrade/constants.py | 19 ++++++++++---------
 1 file changed, 10 insertions(+), 9 deletions(-)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 1504d1f1c..743070196 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -15,6 +15,7 @@ UNLIMITED_STAKE_AMOUNT = 'unlimited'
 DEFAULT_AMOUNT_RESERVE_PERCENT = 0.05
 REQUIRED_ORDERTIF = ['buy', 'sell']
 REQUIRED_ORDERTYPES = ['buy', 'sell', 'stoploss', 'stoploss_on_exchange']
+ORDERBOOK_SIDES = ['ask', 'bid']
 ORDERTYPE_POSSIBILITIES = ['limit', 'market']
 ORDERTIF_POSSIBILITIES = ['gtc', 'fok', 'ioc']
 AVAILABLE_PAIRLISTS = ['StaticPairList', 'VolumePairList',
@@ -113,15 +114,15 @@ CONF_SCHEMA = {
                     'minimum': 0,
                     'maximum': 1,
                     'exclusiveMaximum': False,
-                    'use_order_book': {'type': 'boolean'},
-                    'order_book_top': {'type': 'integer', 'maximum': 20, 'minimum': 1},
-                    'check_depth_of_market': {
-                        'type': 'object',
-                        'properties': {
-                            'enabled': {'type': 'boolean'},
-                            'bids_to_ask_delta': {'type': 'number', 'minimum': 0},
-                        }
-                    },
+                },
+                'use_order_book': {'type': 'boolean'},
+                'order_book_top': {'type': 'integer', 'maximum': 20, 'minimum': 1},
+                'check_depth_of_market': {
+                    'type': 'object',
+                    'properties': {
+                        'enabled': {'type': 'boolean'},
+                        'bids_to_ask_delta': {'type': 'number', 'minimum': 0},
+                    }
                 },
             },
             'required': ['ask_last_balance']

From de48a697b0a5abdee5b012f2b5b919d0fe06cb9a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 23 Feb 2020 14:06:42 +0100
Subject: [PATCH 0630/1106] Use price_side for get_sell_rate

---
 freqtrade/constants.py    | 3 +++
 freqtrade/freqtradebot.py | 4 ++--
 2 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 743070196..ac1a8a6a9 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -115,6 +115,7 @@ CONF_SCHEMA = {
                     'maximum': 1,
                     'exclusiveMaximum': False,
                 },
+                'price_side': {'type': 'string', 'enum': ORDERBOOK_SIDES, 'default': 'bid'},
                 'use_order_book': {'type': 'boolean'},
                 'order_book_top': {'type': 'integer', 'maximum': 20, 'minimum': 1},
                 'check_depth_of_market': {
@@ -130,6 +131,7 @@ CONF_SCHEMA = {
         'ask_strategy': {
             'type': 'object',
             'properties': {
+                'price_side': {'type': 'string', 'enum': ORDERBOOK_SIDES, 'default': 'ask'},
                 'use_order_book': {'type': 'boolean'},
                 'order_book_min': {'type': 'integer', 'minimum': 1},
                 'order_book_max': {'type': 'integer', 'minimum': 1, 'maximum': 50},
@@ -300,6 +302,7 @@ SCHEMA_TRADE_REQUIRED = [
     'last_stake_amount_min_ratio',
     'dry_run',
     'dry_run_wallet',
+    'ask_strategy',
     'bid_strategy',
     'unfilledtimeout',
     'stoploss',
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index dffec940c..5e8f1cc98 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -639,10 +639,10 @@ class FreqtradeBot:
             logger.debug('Using order book to get sell rate')
 
             order_book = self.exchange.get_order_book(pair, 1)
-            rate = order_book['bids'][0][0]
+            rate = order_book[f"{config_ask_strategy['price_side']}s"][0][0]
 
         else:
-            rate = self.exchange.fetch_ticker(pair)['bid']
+            rate = self.exchange.fetch_ticker(pair)[config_ask_strategy['price_side']]
         self._sell_rate_cache[pair] = rate
         return rate
 

From 5f712320380824f2140b82e5d6a328ff90f53beb Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 23 Feb 2020 14:08:16 +0100
Subject: [PATCH 0631/1106] Refactor get_buy_rate to use rate variable

---
 freqtrade/freqtradebot.py | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 5e8f1cc98..aaa66fe81 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -242,11 +242,10 @@ class FreqtradeBot:
                 logger.info(f"Using cached buy rate for {pair}.")
                 return rate
 
-        config_bid_strategy = self.config.get('bid_strategy', {})
-        if 'use_order_book' in config_bid_strategy and\
-                config_bid_strategy.get('use_order_book', False):
+        bid_strategy = self.config.get('bid_strategy', {})
+        if 'use_order_book' in bid_strategy and bid_strategy.get('use_order_book', False):
             logger.info('Getting price from order book')
-            order_book_top = config_bid_strategy.get('order_book_top', 1)
+            order_book_top = bid_strategy.get('order_book_top', 1)
             order_book = self.exchange.get_order_book(pair, order_book_top)
             logger.debug('order_book %s', order_book)
             # top 1 = index 0
@@ -256,11 +255,12 @@ class FreqtradeBot:
         else:
             logger.info('Using Last Ask / Last Price')
             ticker = self.exchange.fetch_ticker(pair)
-            if ticker['ask'] < ticker['last']:
-                ticker_rate = ticker['ask']
+            rate = ticker['ask']
+            if rate < ticker['last']:
+                ticker_rate = rate
             else:
                 balance = self.config['bid_strategy']['ask_last_balance']
-                ticker_rate = ticker['ask'] + balance * (ticker['last'] - ticker['ask'])
+                ticker_rate = rate + balance * (ticker['last'] - rate)
             used_rate = ticker_rate
 
         self._buy_rate_cache[pair] = used_rate

From e4b29491888c05444ec47599238926597ecac83a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 23 Feb 2020 14:13:43 +0100
Subject: [PATCH 0632/1106] Change buy_rate calculation to use price_side

---
 freqtrade/freqtradebot.py | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index aaa66fe81..2c9a960a4 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -244,18 +244,20 @@ class FreqtradeBot:
 
         bid_strategy = self.config.get('bid_strategy', {})
         if 'use_order_book' in bid_strategy and bid_strategy.get('use_order_book', False):
-            logger.info('Getting price from order book')
+            logger.info(
+                f"Getting price from order book {bid_strategy['price_side'].capitalize()} side."
+                )
             order_book_top = bid_strategy.get('order_book_top', 1)
             order_book = self.exchange.get_order_book(pair, order_book_top)
             logger.debug('order_book %s', order_book)
             # top 1 = index 0
-            order_book_rate = order_book['bids'][order_book_top - 1][0]
-            logger.info('...top %s order book buy rate %0.8f', order_book_top, order_book_rate)
+            order_book_rate = order_book[f"{bid_strategy['price_side']}s"][order_book_top - 1][0]
+            logger.info(f'...top {order_book_top} order book buy rate {order_book_rate:.8f}')
             used_rate = order_book_rate
         else:
-            logger.info('Using Last Ask / Last Price')
+            logger.info(f"Using Last {bid_strategy['price_side'].capitalize()} / Last Price")
             ticker = self.exchange.fetch_ticker(pair)
-            rate = ticker['ask']
+            rate = ticker[bid_strategy['price_side']]
             if rate < ticker['last']:
                 ticker_rate = rate
             else:

From e7b9891335ba13abdcf1445b7cc354db8a51792e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 23 Feb 2020 14:27:03 +0100
Subject: [PATCH 0633/1106] Adapt rpc tests to corrected price side

---
 tests/rpc/test_rpc.py           | 24 +++++++++++-----------
 tests/rpc/test_rpc_apiserver.py |  8 ++++----
 tests/rpc/test_rpc_telegram.py  | 36 ++++++++++++++++-----------------
 3 files changed, 34 insertions(+), 34 deletions(-)

diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index 93b6f6058..6319ab9e6 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -51,13 +51,13 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
         'open_date_hum': ANY,
         'close_date': None,
         'close_date_hum': None,
-        'open_rate': 1.099e-05,
+        'open_rate': 1.098e-05,
         'close_rate': None,
-        'current_rate': 1.098e-05,
-        'amount': 90.99181074,
+        'current_rate': 1.099e-05,
+        'amount': 91.07468124,
         'stake_amount': 0.001,
         'close_profit': None,
-        'current_profit': -0.59,
+        'current_profit': -0.41,
         'stop_loss': 0.0,
         'initial_stop_loss': 0.0,
         'initial_stop_loss_pct': None,
@@ -78,10 +78,10 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
         'open_date_hum': ANY,
         'close_date': None,
         'close_date_hum': None,
-        'open_rate': 1.099e-05,
+        'open_rate': 1.098e-05,
         'close_rate': None,
         'current_rate': ANY,
-        'amount': 90.99181074,
+        'amount': 91.07468124,
         'stake_amount': 0.001,
         'close_profit': None,
         'current_profit': ANY,
@@ -121,7 +121,7 @@ def test_rpc_status_table(default_conf, ticker, fee, mocker) -> None:
     assert "Pair" in headers
     assert 'instantly' == result[0][2]
     assert 'ETH/BTC' in result[0][1]
-    assert '-0.59%' == result[0][3]
+    assert '-0.41%' == result[0][3]
     # Test with fiatconvert
 
     rpc._fiat_converter = CryptoToFiatConverter()
@@ -130,7 +130,7 @@ def test_rpc_status_table(default_conf, ticker, fee, mocker) -> None:
     assert "Pair" in headers
     assert 'instantly' == result[0][2]
     assert 'ETH/BTC' in result[0][1]
-    assert '-0.59% (-0.09)' == result[0][3]
+    assert '-0.41% (-0.06)' == result[0][3]
 
     mocker.patch('freqtrade.freqtradebot.FreqtradeBot.get_sell_rate',
                  MagicMock(side_effect=DependencyException(f"Pair 'ETH/BTC' not available")))
@@ -245,9 +245,9 @@ def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
     assert prec_satoshi(stats['profit_closed_coin'], 6.217e-05)
     assert prec_satoshi(stats['profit_closed_percent'], 6.2)
     assert prec_satoshi(stats['profit_closed_fiat'], 0.93255)
-    assert prec_satoshi(stats['profit_all_coin'], 5.632e-05)
-    assert prec_satoshi(stats['profit_all_percent'], 2.81)
-    assert prec_satoshi(stats['profit_all_fiat'], 0.8448)
+    assert prec_satoshi(stats['profit_all_coin'], 5.802e-05)
+    assert prec_satoshi(stats['profit_all_percent'], 2.89)
+    assert prec_satoshi(stats['profit_all_fiat'], 0.8703)
     assert stats['trade_count'] == 2
     assert stats['first_trade_date'] == 'just now'
     assert stats['latest_trade_date'] == 'just now'
@@ -668,7 +668,7 @@ def test_rpcforcebuy(mocker, default_conf, ticker, fee, limit_buy_order) -> None
     trade = rpc._rpc_forcebuy(pair, None)
     assert isinstance(trade, Trade)
     assert trade.pair == pair
-    assert trade.open_rate == ticker()['ask']
+    assert trade.open_rate == ticker()['bid']
 
     # Test buy duplicate
     with pytest.raises(RPCException, match=r'position for ETH/BTC already open - id: 1'):
diff --git a/tests/rpc/test_rpc_apiserver.py b/tests/rpc/test_rpc_apiserver.py
index 25c971bf7..e0abd886d 100644
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -426,20 +426,20 @@ def test_api_status(botclient, mocker, ticker, fee, markets):
     rc = client_get(client, f"{BASE_URI}/status")
     assert_response(rc)
     assert len(rc.json) == 1
-    assert rc.json == [{'amount': 90.99181074,
+    assert rc.json == [{'amount': 91.07468124,
                         'base_currency': 'BTC',
                         'close_date': None,
                         'close_date_hum': None,
                         'close_profit': None,
                         'close_rate': None,
-                        'current_profit': -0.59,
-                        'current_rate': 1.098e-05,
+                        'current_profit': -0.41,
+                        'current_rate': 1.099e-05,
                         'initial_stop_loss': 0.0,
                         'initial_stop_loss_pct': None,
                         'open_date': ANY,
                         'open_date_hum': 'just now',
                         'open_order': '(limit buy rem=0.00000000)',
-                        'open_rate': 1.099e-05,
+                        'open_rate': 1.098e-05,
                         'pair': 'ETH/BTC',
                         'stake_amount': 0.001,
                         'stop_loss': 0.0,
diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py
index a8b8e0c5a..fd3e4039a 100644
--- a/tests/rpc/test_rpc_telegram.py
+++ b/tests/rpc/test_rpc_telegram.py
@@ -720,13 +720,13 @@ def test_forcesell_handle(default_conf, update, ticker, fee,
         'exchange': 'Bittrex',
         'pair': 'ETH/BTC',
         'gain': 'profit',
-        'limit': 1.172e-05,
-        'amount': 90.99181073703367,
+        'limit': 1.173e-05,
+        'amount': 91.07468123861567,
         'order_type': 'limit',
-        'open_rate': 1.099e-05,
-        'current_rate': 1.172e-05,
-        'profit_amount': 6.126e-05,
-        'profit_percent': 0.0611052,
+        'open_rate': 1.098e-05,
+        'current_rate': 1.173e-05,
+        'profit_amount': 6.314e-05,
+        'profit_percent': 0.0629778,
         'stake_currency': 'BTC',
         'fiat_currency': 'USD',
         'sell_reason': SellType.FORCE_SELL.value,
@@ -779,13 +779,13 @@ def test_forcesell_down_handle(default_conf, update, ticker, fee,
         'exchange': 'Bittrex',
         'pair': 'ETH/BTC',
         'gain': 'loss',
-        'limit': 1.044e-05,
-        'amount': 90.99181073703367,
+        'limit': 1.043e-05,
+        'amount': 91.07468123861567,
         'order_type': 'limit',
-        'open_rate': 1.099e-05,
-        'current_rate': 1.044e-05,
-        'profit_amount': -5.492e-05,
-        'profit_percent': -0.05478342,
+        'open_rate': 1.098e-05,
+        'current_rate': 1.043e-05,
+        'profit_amount': -5.497e-05,
+        'profit_percent': -0.05482878,
         'stake_currency': 'BTC',
         'fiat_currency': 'USD',
         'sell_reason': SellType.FORCE_SELL.value,
@@ -827,13 +827,13 @@ def test_forcesell_all_handle(default_conf, update, ticker, fee, mocker) -> None
         'exchange': 'Bittrex',
         'pair': 'ETH/BTC',
         'gain': 'loss',
-        'limit': 1.098e-05,
-        'amount': 90.99181073703367,
+        'limit': 1.099e-05,
+        'amount': 91.07468123861567,
         'order_type': 'limit',
-        'open_rate': 1.099e-05,
-        'current_rate': 1.098e-05,
-        'profit_amount': -5.91e-06,
-        'profit_percent': -0.00589291,
+        'open_rate': 1.098e-05,
+        'current_rate': 1.099e-05,
+        'profit_amount': -4.09e-06,
+        'profit_percent': -0.00408133,
         'stake_currency': 'BTC',
         'fiat_currency': 'USD',
         'sell_reason': SellType.FORCE_SELL.value,

From e1cb6f4ae3cd1de66df0eb0eb8128b520e170d5c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 23 Feb 2020 15:06:37 +0100
Subject: [PATCH 0634/1106] fix and improve tests in test_freqtradebot

---
 tests/test_freqtradebot.py | 125 ++++++++++++++++++++++---------------
 1 file changed, 74 insertions(+), 51 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 852b6b990..655fe4684 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -761,8 +761,8 @@ def test_process_trade_creation(default_conf, ticker, limit_buy_order,
     assert trade.is_open
     assert trade.open_date is not None
     assert trade.exchange == 'bittrex'
-    assert trade.open_rate == 0.00001099
-    assert trade.amount == 90.99181073703367
+    assert trade.open_rate == 0.00001098
+    assert trade.amount == 91.07468123861567
 
     assert log_has(
         'Buy signal found: about create a new trade with stake_amount: 0.001 ...', caplog
@@ -906,20 +906,28 @@ def test_process_informative_pairs_added(default_conf, ticker, mocker) -> None:
     assert ("ETH/BTC", default_conf["ticker_interval"]) in refresh_mock.call_args[0][0]
 
 
-@pytest.mark.parametrize("ask,last,last_ab,expected", [
-    (20, 10, 0.0, 20),  # Full ask side
-    (20, 10, 1.0, 10),  # Full last side
-    (20, 10, 0.5, 15),  # Between ask and last
-    (20, 10, 0.7, 13),  # Between ask and last
-    (20, 10, 0.3, 17),  # Between ask and last
-    (5, 10, 1.0, 5),  # last bigger than ask
-    (5, 10, 0.5, 5),  # last bigger than ask
+@pytest.mark.parametrize("side,ask,bid,last,last_ab,expected", [
+    ('ask', 20, 19, 10, 0.0, 20),  # Full ask side
+    ('ask', 20, 19, 10, 1.0, 10),  # Full last side
+    ('ask', 20, 19, 10, 0.5, 15),  # Between ask and last
+    ('ask', 20, 19, 10, 0.7, 13),  # Between ask and last
+    ('ask', 20, 19, 10, 0.3, 17),  # Between ask and last
+    ('ask', 5, 6, 10, 1.0, 5),  # last bigger than ask
+    ('ask', 5, 6, 10, 0.5, 5),  # last bigger than ask
+    ('bid', 10, 20, 10, 0.0, 20),  # Full bid side
+    ('bid', 10, 20, 10, 1.0, 10),  # Full last side
+    ('bid', 10, 20, 10, 0.5, 15),  # Between bid and last
+    ('bid', 10, 20, 10, 0.7, 13),  # Between bid and last
+    ('bid', 10, 20, 10, 0.3, 17),  # Between bid and last
+    ('bid', 4, 5, 10, 1.0, 5),  # last bigger than bid
+    ('bid', 4, 5, 10, 0.5, 5),  # last bigger than bid
 ])
-def test_get_buy_rate(mocker, default_conf, caplog, ask, last, last_ab, expected) -> None:
+def test_get_buy_rate(mocker, default_conf, caplog, side, ask, bid, last, last_ab, expected) -> None:
     default_conf['bid_strategy']['ask_last_balance'] = last_ab
+    default_conf['bid_strategy']['price_side'] = side
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
-                 MagicMock(return_value={'ask': ask, 'last': last}))
+                 MagicMock(return_value={'ask': ask, 'last': last, 'bid': bid}))
 
     assert freqtrade.get_buy_rate('ETH/BTC', True) == expected
     assert not log_has("Using cached buy rate for ETH/BTC.", caplog)
@@ -1317,7 +1325,7 @@ def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee, caplog,
     stoploss_order_mock.assert_not_called()
 
     assert freqtrade.handle_trade(trade) is False
-    assert trade.stop_loss == 0.00002344 * 0.95
+    assert trade.stop_loss == 0.00002346 * 0.95
 
     # setting stoploss_on_exchange_interval to 0 seconds
     freqtrade.strategy.order_types['stoploss_on_exchange_interval'] = 0
@@ -1325,10 +1333,10 @@ def test_handle_stoploss_on_exchange_trailing(mocker, default_conf, fee, caplog,
     assert freqtrade.handle_stoploss_on_exchange(trade) is False
 
     cancel_order_mock.assert_called_once_with(100, 'ETH/BTC')
-    stoploss_order_mock.assert_called_once_with(amount=85.25149190110828,
+    stoploss_order_mock.assert_called_once_with(amount=85.32423208191126,
                                                 pair='ETH/BTC',
                                                 order_types=freqtrade.strategy.order_types,
-                                                stop_price=0.00002344 * 0.95)
+                                                stop_price=0.00002346 * 0.95)
 
     # price fell below stoploss, so dry-run sells trade.
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker', MagicMock(return_value={
@@ -1510,12 +1518,12 @@ def test_tsl_on_exchange_compatible_with_edge(mocker, edge_conf, fee, caplog,
     assert freqtrade.handle_stoploss_on_exchange(trade) is False
 
     # stoploss should be set to 1% as trailing is on
-    assert trade.stop_loss == 0.00002344 * 0.99
+    assert trade.stop_loss == 0.00002346 * 0.99
     cancel_order_mock.assert_called_once_with(100, 'NEO/BTC')
-    stoploss_order_mock.assert_called_once_with(amount=2131074.168797954,
+    stoploss_order_mock.assert_called_once_with(amount=2132892.491467577,
                                                 pair='NEO/BTC',
                                                 order_types=freqtrade.strategy.order_types,
-                                                stop_price=0.00002344 * 0.99)
+                                                stop_price=0.00002346 * 0.99)
 
 
 def test_enter_positions(mocker, default_conf, caplog) -> None:
@@ -2292,12 +2300,12 @@ def test_execute_sell_up(default_conf, ticker, fee, ticker_sell_up, mocker) -> N
         'pair': 'ETH/BTC',
         'gain': 'profit',
         'limit': 1.172e-05,
-        'amount': 90.99181073703367,
+        'amount': 91.07468123861567,
         'order_type': 'limit',
-        'open_rate': 1.099e-05,
-        'current_rate': 1.172e-05,
-        'profit_amount': 6.126e-05,
-        'profit_percent': 0.0611052,
+        'open_rate': 1.098e-05,
+        'current_rate': 1.173e-05,
+        'profit_amount': 6.223e-05,
+        'profit_percent': 0.0620716,
         'stake_currency': 'BTC',
         'fiat_currency': 'USD',
         'sell_reason': SellType.ROI.value,
@@ -2341,12 +2349,12 @@ def test_execute_sell_down(default_conf, ticker, fee, ticker_sell_down, mocker)
         'pair': 'ETH/BTC',
         'gain': 'loss',
         'limit': 1.044e-05,
-        'amount': 90.99181073703367,
+        'amount': 91.07468123861567,
         'order_type': 'limit',
-        'open_rate': 1.099e-05,
-        'current_rate': 1.044e-05,
-        'profit_amount': -5.492e-05,
-        'profit_percent': -0.05478342,
+        'open_rate': 1.098e-05,
+        'current_rate': 1.043e-05,
+        'profit_amount': -5.406e-05,
+        'profit_percent': -0.05392257,
         'stake_currency': 'BTC',
         'fiat_currency': 'USD',
         'sell_reason': SellType.STOP_LOSS.value,
@@ -2397,12 +2405,12 @@ def test_execute_sell_down_stoploss_on_exchange_dry_run(default_conf, ticker, fe
         'pair': 'ETH/BTC',
         'gain': 'loss',
         'limit': 1.08801e-05,
-        'amount': 90.99181073703367,
+        'amount': 91.07468123861567,
         'order_type': 'limit',
-        'open_rate': 1.099e-05,
-        'current_rate': 1.044e-05,
-        'profit_amount': -1.498e-05,
-        'profit_percent': -0.01493766,
+        'open_rate': 1.098e-05,
+        'current_rate': 1.043e-05,
+        'profit_amount': -1.408e-05,
+        'profit_percent': -0.01404051,
         'stake_currency': 'BTC',
         'fiat_currency': 'USD',
         'sell_reason': SellType.STOP_LOSS.value,
@@ -2587,7 +2595,7 @@ def test_execute_sell_market_order(default_conf, ticker, fee,
     freqtrade.execute_sell(trade=trade, limit=ticker_sell_up()['bid'], sell_reason=SellType.ROI)
 
     assert not trade.is_open
-    assert trade.close_profit == 0.0611052
+    assert trade.close_profit == 0.0620716
 
     assert rpc_mock.call_count == 2
     last_msg = rpc_mock.call_args_list[-1][0][0]
@@ -2597,12 +2605,12 @@ def test_execute_sell_market_order(default_conf, ticker, fee,
         'pair': 'ETH/BTC',
         'gain': 'profit',
         'limit': 1.172e-05,
-        'amount': 90.99181073703367,
+        'amount': 91.07468123861567,
         'order_type': 'market',
-        'open_rate': 1.099e-05,
-        'current_rate': 1.172e-05,
-        'profit_amount': 6.126e-05,
-        'profit_percent': 0.0611052,
+        'open_rate': 1.098e-05,
+        'current_rate': 1.173e-05,
+        'profit_amount': 6.223e-05,
+        'profit_percent': 0.0620716,
         'stake_currency': 'BTC',
         'fiat_currency': 'USD',
         'sell_reason': SellType.ROI.value,
@@ -3624,13 +3632,20 @@ def test_order_book_ask_strategy(default_conf, limit_buy_order, limit_sell_order
     assert freqtrade.handle_trade(trade) is True
 
 
-def test_get_sell_rate(default_conf, mocker, caplog, ticker, order_book_l2) -> None:
-
-    mocker.patch.multiple(
-        'freqtrade.exchange.Exchange',
-        get_order_book=order_book_l2,
-        fetch_ticker=ticker,
-    )
+@pytest.mark.parametrize('side,ask,bid,expected', [
+    ('bid', 10.0, 11.0, 11.0),
+    ('bid', 10.0, 11.2, 11.2),
+    ('bid', 10.0, 11.0, 11.0),
+    ('bid', 9.8, 11.0, 11.0),
+    ('bid', 0.0001, 0.002, 0.002),
+    ('ask', 10.0, 11.0, 10.0),
+    ('ask', 10.11, 11.2, 10.11),
+    ('ask', 0.001, 0.002, 0.001),
+    ('ask', 0.006, 1.0, 0.006),
+])
+def test_get_sell_rate(default_conf, mocker, caplog, side, bid, ask, expected) -> None:
+    default_conf['ask_strategy']['price_side'] = side
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker', return_value={'ask': ask, 'bid': bid})
     pair = "ETH/BTC"
 
     # Test regular mode
@@ -3638,25 +3653,33 @@ def test_get_sell_rate(default_conf, mocker, caplog, ticker, order_book_l2) -> N
     rate = ft.get_sell_rate(pair, True)
     assert not log_has("Using cached sell rate for ETH/BTC.", caplog)
     assert isinstance(rate, float)
-    assert rate == 0.00001098
+    assert rate == expected
     # Use caching
     rate = ft.get_sell_rate(pair, False)
-    assert rate == 0.00001098
+    assert rate == expected
     assert log_has("Using cached sell rate for ETH/BTC.", caplog)
 
-    caplog.clear()
 
+@pytest.mark.parametrize('side,expected', [
+    ('bid', 0.043936),  # Value from order_book_l2 fiture - bids side
+    ('ask', 0.043949),  # Value from order_book_l2 fiture - asks side
+])
+def test_get_sell_rate_orderbook(default_conf, mocker, caplog, side, expected, order_book_l2):
     # Test orderbook mode
+    default_conf['ask_strategy']['price_side'] = side
     default_conf['ask_strategy']['use_order_book'] = True
     default_conf['ask_strategy']['order_book_min'] = 1
     default_conf['ask_strategy']['order_book_max'] = 2
+    # TODO: min/max is irrelevant for this test until refactoring
+    pair = "ETH/BTC"
+    mocker.patch('freqtrade.exchange.Exchange.get_order_book', order_book_l2)
     ft = get_patched_freqtradebot(mocker, default_conf)
     rate = ft.get_sell_rate(pair, True)
     assert not log_has("Using cached sell rate for ETH/BTC.", caplog)
     assert isinstance(rate, float)
-    assert rate == 0.043936
+    assert rate == expected
     rate = ft.get_sell_rate(pair, False)
-    assert rate == 0.043936
+    assert rate == expected
     assert log_has("Using cached sell rate for ETH/BTC.", caplog)
 
 

From 8edc3eb5fb8a6c4dc62f455f12d237c0d670b3d9 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 23 Feb 2020 15:39:12 +0100
Subject: [PATCH 0635/1106] Use generator to generate sell price scaffold
 testing

---
 freqtrade/freqtradebot.py | 24 +++++++++++++++++-------
 1 file changed, 17 insertions(+), 7 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 2c9a960a4..22a73a273 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -619,6 +619,15 @@ class FreqtradeBot:
 
         return trades_closed
 
+    def _order_book_gen(self, pair: str, side: str, order_book_max: int = 1,
+                        order_book_min: int = 1):
+        """
+        Helper generator to query orderbook in loop (used for early sell-order placing)
+        """
+        order_book = self.exchange.get_order_book(pair, order_book_max)
+        for i in range(order_book_min, order_book_max + 1):
+            yield order_book[side][i - 1][0]
+
     def get_sell_rate(self, pair: str, refresh: bool) -> float:
         """
         Get sell rate - either using get-ticker bid or first bid based on orderbook
@@ -639,9 +648,10 @@ class FreqtradeBot:
         config_ask_strategy = self.config.get('ask_strategy', {})
         if config_ask_strategy.get('use_order_book', False):
             logger.debug('Using order book to get sell rate')
+            rate = next(self._order_book_gen(pair, f"{config_ask_strategy['price_side']}s"))
 
-            order_book = self.exchange.get_order_book(pair, 1)
-            rate = order_book[f"{config_ask_strategy['price_side']}s"][0][0]
+            # order_book = self.exchange.get_order_book(pair, 1)
+            # rate = order_book[f"{config_ask_strategy['price_side']}s"][0][0]
 
         else:
             rate = self.exchange.fetch_ticker(pair)[config_ask_strategy['price_side']]
@@ -674,12 +684,12 @@ class FreqtradeBot:
             order_book_min = config_ask_strategy.get('order_book_min', 1)
             order_book_max = config_ask_strategy.get('order_book_max', 1)
 
-            order_book = self.exchange.get_order_book(trade.pair, order_book_max)
-
+            order_book = self._order_book_gen(trade.pair, f"{config_ask_strategy['price_side']}s",
+                                              order_book_min=order_book_min,
+                                              order_book_max=order_book_max)
             for i in range(order_book_min, order_book_max + 1):
-                order_book_rate = order_book['asks'][i - 1][0]
-                logger.debug('  order book asks top %s: %0.8f', i, order_book_rate)
-                sell_rate = order_book_rate
+                sell_rate = next(order_book)
+                logger.debug('  order book asks top %s: %0.8f', i, sell_rate)
 
                 if self._check_and_execute_sell(trade, sell_rate, buy, sell):
                     return True

From 3c5e716d8f5b3c527ae7683877fb10149c03ebe2 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 23 Feb 2020 16:00:34 +0100
Subject: [PATCH 0636/1106] Update some documentation regarding price_side

---
 docs/configuration.md | 64 ++++++++++++++++++++++++++++++++++++++-----
 1 file changed, 57 insertions(+), 7 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index b05dab7c9..54470f278 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -60,11 +60,13 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `trailing_only_offset_is_reached` | Only apply trailing stoploss when the offset is reached. [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `false`.*  <br> **Datatype:** Boolean
 | `unfilledtimeout.buy` | **Required.** How long (in minutes) the bot will wait for an unfilled buy order to complete, after which the order will be cancelled. [Strategy Override](#parameters-in-the-strategy).<br> **Datatype:** Integer
 | `unfilledtimeout.sell` | **Required.** How long (in minutes) the bot will wait for an unfilled sell order to complete, after which the order will be cancelled. [Strategy Override](#parameters-in-the-strategy).<br> **Datatype:** Integer
-| `bid_strategy.ask_last_balance` | **Required.** Set the bidding price. More information [below](#buy-price-without-orderbook). 
+| `bid_strategy.price_side` | Select the side of the spread the bot should look at to get the buy rate. [More information below](#buy-price-side).<br> *Defaults to `bid`.* <br> **Datatype:** String (either `ask` or `bid`).
+| `bid_strategy.ask_last_balance` | **Required.** Set the bidding price. More information [below](#buy-price-without-orderbook-enabled).
 | `bid_strategy.use_order_book` | Enable buying using the rates in [Order Book Bids](#buy-price-with-orderbook-enabled). <br> **Datatype:** Boolean
 | `bid_strategy.order_book_top` | Bot will use the top N rate in Order Book Bids to buy. I.e. a value of 2 will allow the bot to pick the 2nd bid rate in [Order Book Bids](#buy-price-with-orderbook-enabled). <br>*Defaults to `1`.*  <br> **Datatype:** Positive Integer
 | `bid_strategy. check_depth_of_market.enabled` | Do not buy if the difference of buy orders and sell orders is met in Order Book. [Check market depth](#check-depth-of-market). <br>*Defaults to `false`.* <br> **Datatype:** Boolean
 | `bid_strategy. check_depth_of_market.bids_to_ask_delta` | The difference ratio of buy orders and sell orders found in Order Book. A value below 1 means sell order size is greater, while value greater than 1 means buy order size is higher. [Check market depth](#check-depth-of-market) <br> *Defaults to `0`.*  <br> **Datatype:** Float (as ratio)
+| `ask_strategy.price_side` | Select the side of the spread the bot should look at to get the sell rate. [More information below](#sell-price-side).<br> *Defaults to `ask`.* <br> **Datatype:** String (either `ask` or `bid`).
 | `ask_strategy.use_order_book` | Enable selling of open trades using [Order Book Asks](#sell-price-with-orderbook-enabled). <br> **Datatype:** Boolean
 | `ask_strategy.order_book_min` | Bot will scan from the top min to max Order Book Asks searching for a profitable rate. <br>*Defaults to `1`.* <br> **Datatype:** Positive Integer
 | `ask_strategy.order_book_max` | Bot will scan from the top min to max Order Book Asks searching for a profitable rate. <br>*Defaults to `1`.* <br> **Datatype:** Positive Integer
@@ -461,23 +463,71 @@ Orderbook `bid` (buy) side depth is then divided by the orderbook `ask` (sell) s
 !!! Note
     A delta value below 1 means that `ask` (sell) orderbook side depth is greater than the depth of the `bid` (buy) orderbook side, while a value greater than 1 means opposite (depth of the buy side is higher than the depth of the sell side).
 
+#### Buy price side
+
+The configuration option `bid_strategy.price_side` defines the side of the spread the bot looks for when buying.
+
+The following displays an orderbook.
+
+``` explanation
+...
+103
+102
+101  # ask
+-------------Current spread
+99   # bid
+98
+97
+...
+```
+
+If `bid_strategy.price_side` is set to `"bid"`, then the bot will use 99 as buying price.  
+In line with that, if `bid_strategy.price_side` is set to `"ask"`, then the bot will use 101 as buying price.
+
+Using `ask` price often guarantees quicker filled orders, but the bot can also end up paying more than what would have been necessary.
+
+
 #### Buy price with Orderbook enabled
 
-When buying with the orderbook enabled (`bid_strategy.use_order_book=True`), Freqtrade fetches the `bid_strategy.order_book_top` entries from the orderbook and then uses the entry specified as `bid_strategy.order_book_top` on the `bid` (buy) side of the orderbook. 1 specifies the topmost entry in the orderbook, while 2 would use the 2nd entry in the orderbook, and so on.
+When buying with the orderbook enabled (`bid_strategy.use_order_book=True`), Freqtrade fetches the `bid_strategy.order_book_top` entries from the orderbook and then uses the entry specified as `bid_strategy.order_book_top` on the configured side (`bid_strategy.price_side`) of the orderbook. 1 specifies the topmost entry in the orderbook, while 2 would use the 2nd entry in the orderbook, and so on.
 
 #### Buy price without Orderbook enabled
 
-When not using orderbook (`bid_strategy.use_order_book=False`), Freqtrade uses the best `ask` (sell) price from the ticker if it's below the `last` traded price from the ticker. Otherwise (when the `ask` price is not below the `last` price), it calculates a rate between `ask` and `last` price.
+The following section uses `side` as the configured `bid_strategy.price_side`.
 
-The `bid_strategy.ask_last_balance` configuration parameter controls this. A value of `0.0` will use `ask` price, while `1.0` will use the `last` price and values between those interpolate between ask and last price.
+When not using orderbook (`bid_strategy.use_order_book=False`), Freqtrade uses the best `side` price from the ticker if it's below the `last` traded price from the ticker. Otherwise (when the `side` price is above the `last` price), it calculates a rate between `side` and `last` price.
 
-Using `ask` price often guarantees quicker success in the bid, but the bot can also end up paying more than what would have been necessary.
+The `bid_strategy.ask_last_balance` configuration parameter controls this. A value of `0.0` will use `side` price, while `1.0` will use the `last` price and values between those interpolate between ask and last price.
 
 ### Sell price
 
+#### Sell price side
+
+The configuration option `ask_strategy.price_side` defines the side of the spread the bot looks for when selling.
+
+The following displays an orderbook:
+
+``` explanation
+...
+103
+102
+101  # ask
+-------------Current spread
+99   # bid
+98
+97
+...
+```
+
+If `ask_strategy.price_side` is set to `"ask"`, then the bot will use 101 as selling price.  
+In line with that, if `ask_strategy.price_side` is set to `"bid"`, then the bot will use 99 as selling price.
+
 #### Sell price with Orderbook enabled
 
-When selling with the orderbook enabled (`ask_strategy.use_order_book=True`), Freqtrade fetches the `ask_strategy.order_book_max` entries in the orderbook. Then each of the orderbook steps between `ask_strategy.order_book_min` and `ask_strategy.order_book_max` on the `ask` orderbook side are validated for a profitable sell-possibility based on the strategy configuration and the sell order is placed at the first profitable spot.
+When selling with the orderbook enabled (`ask_strategy.use_order_book=True`), Freqtrade fetches the `ask_strategy.order_book_max` entries in the orderbook. Then each of the orderbook steps between `ask_strategy.order_book_min` and `ask_strategy.order_book_max` on the configured orderbook side are validated for a profitable sell-possibility based on the strategy configuration and the sell order is placed at the first profitable spot.
+
+!!! Note:
+    Using `order_book_max` higher than `order_book_min` only makes sense when ask_strategy.price_side is set to `"ask"`.
 
 The idea here is to place the sell order early, to be ahead in the queue.
 
@@ -488,7 +538,7 @@ A fixed slot (mirroring `bid_strategy.order_book_top`) can be defined by setting
 
 #### Sell price without Orderbook enabled
 
-When not using orderbook (`ask_strategy.use_order_book=False`), the `bid` price from the ticker will be used as the sell price.
+When not using orderbook (`ask_strategy.use_order_book=False`), the price at the `ask_strategy.price_side` side (defaults to `"ask"`) from the ticker will be used as the sell price.
 
 ## Pairlists
 

From 0fea3a7ea74451243a9518d3059599d15ea7a9aa Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 26 Feb 2020 19:49:54 +0100
Subject: [PATCH 0637/1106] Some final polish to configurable_side

---
 docs/configuration.md      | 2 +-
 freqtrade/freqtradebot.py  | 4 +---
 tests/test_freqtradebot.py | 3 ++-
 3 files changed, 4 insertions(+), 5 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 54470f278..c70f3425c 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -526,7 +526,7 @@ In line with that, if `ask_strategy.price_side` is set to `"bid"`, then the bot
 
 When selling with the orderbook enabled (`ask_strategy.use_order_book=True`), Freqtrade fetches the `ask_strategy.order_book_max` entries in the orderbook. Then each of the orderbook steps between `ask_strategy.order_book_min` and `ask_strategy.order_book_max` on the configured orderbook side are validated for a profitable sell-possibility based on the strategy configuration and the sell order is placed at the first profitable spot.
 
-!!! Note:
+!!! Note
     Using `order_book_max` higher than `order_book_min` only makes sense when ask_strategy.price_side is set to `"ask"`.
 
 The idea here is to place the sell order early, to be ahead in the queue.
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 22a73a273..53493ad4c 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -647,12 +647,10 @@ class FreqtradeBot:
 
         config_ask_strategy = self.config.get('ask_strategy', {})
         if config_ask_strategy.get('use_order_book', False):
+            # This code is only used for notifications, selling uses the generator directly
             logger.debug('Using order book to get sell rate')
             rate = next(self._order_book_gen(pair, f"{config_ask_strategy['price_side']}s"))
 
-            # order_book = self.exchange.get_order_book(pair, 1)
-            # rate = order_book[f"{config_ask_strategy['price_side']}s"][0][0]
-
         else:
             rate = self.exchange.fetch_ticker(pair)[config_ask_strategy['price_side']]
         self._sell_rate_cache[pair] = rate
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 655fe4684..49000382f 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -922,7 +922,8 @@ def test_process_informative_pairs_added(default_conf, ticker, mocker) -> None:
     ('bid', 4, 5, 10, 1.0, 5),  # last bigger than bid
     ('bid', 4, 5, 10, 0.5, 5),  # last bigger than bid
 ])
-def test_get_buy_rate(mocker, default_conf, caplog, side, ask, bid, last, last_ab, expected) -> None:
+def test_get_buy_rate(mocker, default_conf, caplog, side, ask, bid,
+                      last, last_ab, expected) -> None:
     default_conf['bid_strategy']['ask_last_balance'] = last_ab
     default_conf['bid_strategy']['price_side'] = side
     freqtrade = get_patched_freqtradebot(mocker, default_conf)

From b6839289ec2cba080c3bfeb2d956e1e70660770e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 26 Feb 2020 20:03:03 +0100
Subject: [PATCH 0638/1106] Add price_side to sample config files

---
 config_full.json.example                | 2 ++
 freqtrade/templates/base_config.json.j2 | 2 ++
 2 files changed, 4 insertions(+)

diff --git a/config_full.json.example b/config_full.json.example
index cdb7e841e..f0414bd0d 100644
--- a/config_full.json.example
+++ b/config_full.json.example
@@ -25,6 +25,7 @@
         "sell": 30
     },
     "bid_strategy": {
+        "price_side": "bid",
         "use_order_book": false,
         "ask_last_balance": 0.0,
         "order_book_top": 1,
@@ -34,6 +35,7 @@
         }
     },
     "ask_strategy":{
+        "price_side": "ask",
         "use_order_book": false,
         "order_book_min": 1,
         "order_book_max": 9,
diff --git a/freqtrade/templates/base_config.json.j2 b/freqtrade/templates/base_config.json.j2
index 88edeb1e8..0049d59a0 100644
--- a/freqtrade/templates/base_config.json.j2
+++ b/freqtrade/templates/base_config.json.j2
@@ -11,6 +11,7 @@
         "sell": 30
     },
     "bid_strategy": {
+        "price_side": "bid",
         "ask_last_balance": 0.0,
         "use_order_book": false,
         "order_book_top": 1,
@@ -20,6 +21,7 @@
         }
     },
     "ask_strategy": {
+        "price_side": "ask",
         "use_order_book": false,
         "order_book_min": 1,
         "order_book_max": 9,

From e5ec97495ddbf331fe43a0ed55a2f938d343d943 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 27 Feb 2020 07:01:00 +0100
Subject: [PATCH 0639/1106] Logging should be initialized first

---
 freqtrade/configuration/configuration.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index 21b3e3bd3..035b091b3 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -96,6 +96,8 @@ class Configuration:
         # Keep a copy of the original configuration file
         config['original_config'] = deepcopy(config)
 
+        self._process_logging_options(config)
+
         self._process_runmode(config)
 
         self._process_common_options(config)
@@ -146,8 +148,6 @@ class Configuration:
 
     def _process_common_options(self, config: Dict[str, Any]) -> None:
 
-        self._process_logging_options(config)
-
         # Set strategy if not specified in config and or if it's non default
         if self.args.get("strategy") or not config.get('strategy'):
             config.update({'strategy': self.args.get("strategy")})
@@ -379,7 +379,7 @@ class Configuration:
         if not self.runmode:
             # Handle real mode, infer dry/live from config
             self.runmode = RunMode.DRY_RUN if config.get('dry_run', True) else RunMode.LIVE
-            logger.info(f"Runmode set to {self.runmode}.")
+            logger.info(f"Runmode set to {self.runmode.value}.")
 
         config.update({'runmode': self.runmode})
 

From bbb438bd4093d38e8e41e05fd151ec1fa2799411 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Thu, 27 Feb 2020 06:18:09 +0000
Subject: [PATCH 0640/1106] Bump python from 3.8.1-slim-buster to
 3.8.2-slim-buster

Bumps python from 3.8.1-slim-buster to 3.8.2-slim-buster.

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index 923285f39..d986f20ae 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.8.1-slim-buster
+FROM python:3.8.2-slim-buster
 
 RUN apt-get update \
     && apt-get -y install curl build-essential libssl-dev \

From 55d471190a3afc52984edab5035b460abd429434 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Thu, 27 Feb 2020 13:28:28 +0100
Subject: [PATCH 0641/1106] Changed table style of backtesting and alignment of
 headers

---
 freqtrade/optimize/backtesting.py       | 47 +++++++++++++++----------
 freqtrade/optimize/optimize_reports.py  |  8 ++---
 tests/optimize/test_optimize_reports.py | 43 +++++++++++-----------
 3 files changed, 53 insertions(+), 45 deletions(-)

diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index c18aefc76..94441ce24 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -423,28 +423,37 @@ class Backtesting:
                                             strategy if len(self.strategylist) > 1 else None)
 
             print(f"Result for strategy {strategy}")
-            print(' BACKTESTING REPORT '.center(133, '='))
-            print(generate_text_table(data,
-                                      stake_currency=self.config['stake_currency'],
-                                      max_open_trades=self.config['max_open_trades'],
-                                      results=results))
+            table = generate_text_table(data, stake_currency=self.config['stake_currency'],
+                                        max_open_trades=self.config['max_open_trades'],
+                                        results=results)
+            if isinstance(table, str):
+                print(' BACKTESTING REPORT '.center(len(table.splitlines()[0]), '='))
+            print(table)
 
-            print(' SELL REASON STATS '.center(133, '='))
-            print(generate_text_table_sell_reason(data,
-                                                  stake_currency=self.config['stake_currency'],
-                                                  max_open_trades=self.config['max_open_trades'],
-                                                  results=results))
+            table = generate_text_table_sell_reason(data,
+                                                    stake_currency=self.config['stake_currency'],
+                                                    max_open_trades=self.config['max_open_trades'],
+                                                    results=results)
+            if isinstance(table, str):
+                print(' SELL REASON STATS '.center(len(table.splitlines()[0]), '='))
+            print(table)
 
-            print(' LEFT OPEN TRADES REPORT '.center(133, '='))
-            print(generate_text_table(data,
-                                      stake_currency=self.config['stake_currency'],
-                                      max_open_trades=self.config['max_open_trades'],
-                                      results=results.loc[results.open_at_end], skip_nan=True))
+            table = generate_text_table(data,
+                                        stake_currency=self.config['stake_currency'],
+                                        max_open_trades=self.config['max_open_trades'],
+                                        results=results.loc[results.open_at_end], skip_nan=True)
+            if isinstance(table, str):
+                print(' LEFT OPEN TRADES REPORT '.center(len(table.splitlines()[0]), '='))
+            print(table)
+            if isinstance(table, str):
+                print('=' * len(table.splitlines()[0]))
             print()
         if len(all_results) > 1:
             # Print Strategy summary table
-            print(' STRATEGY SUMMARY '.center(133, '='))
-            print(generate_text_table_strategy(self.config['stake_currency'],
-                                               self.config['max_open_trades'],
-                                               all_results=all_results))
+            table = generate_text_table_strategy(self.config['stake_currency'],
+                                                 self.config['max_open_trades'],
+                                                 all_results=all_results)
+            print(' STRATEGY SUMMARY '.center(len(table.splitlines()[0]), '='))
+            print(table)
+            print('=' * len(table.splitlines()[0]))
             print('\nFor more details, please look at the detail tables above')
diff --git a/freqtrade/optimize/optimize_reports.py b/freqtrade/optimize/optimize_reports.py
index b00adbd48..39bde50a8 100644
--- a/freqtrade/optimize/optimize_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -66,7 +66,7 @@ def generate_text_table(data: Dict[str, Dict], stake_currency: str, max_open_tra
     ])
     # Ignore type as floatfmt does allow tuples but mypy does not know that
     return tabulate(tabular_data, headers=headers,
-                    floatfmt=floatfmt, tablefmt="pipe")  # type: ignore
+                    floatfmt=floatfmt, tablefmt="orgtbl", stralign="right")  # type: ignore
 
 
 def generate_text_table_sell_reason(
@@ -112,7 +112,7 @@ def generate_text_table_sell_reason(
                 profit_percent_tot,
             ]
         )
-    return tabulate(tabular_data, headers=headers, tablefmt="pipe")
+    return tabulate(tabular_data, headers=headers, tablefmt="orgtbl", stralign="right")
 
 
 def generate_text_table_strategy(stake_currency: str, max_open_trades: str,
@@ -146,7 +146,7 @@ def generate_text_table_strategy(stake_currency: str, max_open_trades: str,
         ])
     # Ignore type as floatfmt does allow tuples but mypy does not know that
     return tabulate(tabular_data, headers=headers,
-                    floatfmt=floatfmt, tablefmt="pipe")  # type: ignore
+                    floatfmt=floatfmt, tablefmt="orgtbl", stralign="right")  # type: ignore
 
 
 def generate_edge_table(results: dict) -> str:
@@ -172,4 +172,4 @@ def generate_edge_table(results: dict) -> str:
 
     # Ignore type as floatfmt does allow tuples but mypy does not know that
     return tabulate(tabular_data, headers=headers,
-                    floatfmt=floatfmt, tablefmt="pipe")  # type: ignore
+                    floatfmt=floatfmt, tablefmt="orgtbl", stralign="right")  # type: ignore
diff --git a/tests/optimize/test_optimize_reports.py b/tests/optimize/test_optimize_reports.py
index 57e928cca..285ecaa02 100644
--- a/tests/optimize/test_optimize_reports.py
+++ b/tests/optimize/test_optimize_reports.py
@@ -22,14 +22,14 @@ def test_generate_text_table(default_conf, mocker):
     )
 
     result_str = (
-        '| Pair    |   Buys |   Avg Profit % |   Cum Profit % |   Tot Profit BTC |'
-        '   Tot Profit % | Avg Duration   |   Wins |   Draws |   Losses |\n'
-        '|:--------|-------:|---------------:|---------------:|-----------------:|'
-        '---------------:|:---------------|-------:|--------:|---------:|\n'
+        '|    Pair |   Buys |   Avg Profit % |   Cum Profit % |   Tot Profit BTC |'
+        '   Tot Profit % |   Avg Duration |   Wins |   Draws |   Losses |\n'
+        '|---------+--------+----------------+----------------+------------------+'
+        '----------------+----------------+--------+---------+----------|\n'
         '| ETH/BTC |      2 |          15.00 |          30.00 |       0.60000000 |'
-        '          15.00 | 0:20:00        |      2 |       0 |        0 |\n'
-        '| TOTAL   |      2 |          15.00 |          30.00 |       0.60000000 |'
-        '          15.00 | 0:20:00        |      2 |       0 |        0 |'
+        '          15.00 |        0:20:00 |      2 |       0 |        0 |\n'
+        '|   TOTAL |      2 |          15.00 |          30.00 |       0.60000000 |'
+        '          15.00 |        0:20:00 |      2 |       0 |        0 |'
     )
     assert generate_text_table(data={'ETH/BTC': {}},
                                stake_currency='BTC', max_open_trades=2,
@@ -52,13 +52,13 @@ def test_generate_text_table_sell_reason(default_conf, mocker):
     )
 
     result_str = (
-        '| Sell Reason   |   Sells |   Wins |   Draws |   Losses |'
+        '|   Sell Reason |   Sells |   Wins |   Draws |   Losses |'
         '   Avg Profit % |   Cum Profit % |   Tot Profit BTC |   Tot Profit % |\n'
-        '|:--------------|--------:|-------:|--------:|---------:|'
-        '---------------:|---------------:|-----------------:|---------------:|\n'
-        '| roi           |       2 |      2 |       0 |        0 |'
+        '|---------------+---------+--------+---------+----------+'
+        '----------------+----------------+------------------+----------------|\n'
+        '|           roi |       2 |      2 |       0 |        0 |'
         '             15 |             30 |              0.6 |             15 |\n'
-        '| stop_loss     |       1 |      0 |       0 |        1 |'
+        '|     stop_loss |       1 |      0 |       0 |        1 |'
         '            -10 |            -10 |             -0.2 |             -5 |'
     )
     assert generate_text_table_sell_reason(
@@ -95,14 +95,14 @@ def test_generate_text_table_strategy(default_conf, mocker):
     )
 
     result_str = (
-        '| Strategy      |   Buys |   Avg Profit % |   Cum Profit % |   Tot'
-        ' Profit BTC |   Tot Profit % | Avg Duration   |   Wins |   Draws |   Losses |\n'
-        '|:--------------|-------:|---------------:|---------------:|------'
-        '-----------:|---------------:|:---------------|-------:|--------:|---------:|\n'
-        '| TestStrategy1 |      3 |          20.00 |          60.00 |      '
-        ' 1.10000000 |          30.00 | 0:17:00        |      3 |       0 |        0 |\n'
-        '| TestStrategy2 |      3 |          30.00 |          90.00 |      '
-        ' 1.30000000 |          45.00 | 0:20:00        |      3 |       0 |        0 |'
+        '|      Strategy |   Buys |   Avg Profit % |   Cum Profit % |   Tot'
+        ' Profit BTC |   Tot Profit % |   Avg Duration |   Wins |   Draws |   Losses |\n'
+        '|---------------+--------+----------------+----------------+------------------+'
+        '----------------+----------------+--------+---------+----------|\n'
+        '| TestStrategy1 |      3 |          20.00 |          60.00 |       1.10000000 |'
+        '          30.00 |        0:17:00 |      3 |       0 |        0 |\n'
+        '| TestStrategy2 |      3 |          30.00 |          90.00 |       1.30000000 |'
+        '          45.00 |        0:20:00 |      3 |       0 |        0 |'
     )
     assert generate_text_table_strategy('BTC', 2, all_results=results) == result_str
 
@@ -111,8 +111,7 @@ def test_generate_edge_table(edge_conf, mocker):
 
     results = {}
     results['ETH/BTC'] = PairInfo(-0.01, 0.60, 2, 1, 3, 10, 60)
-
-    assert generate_edge_table(results).count(':|') == 7
+    assert generate_edge_table(results).count('+') == 7
     assert generate_edge_table(results).count('| ETH/BTC |') == 1
     assert generate_edge_table(results).count(
         '|   Risk Reward Ratio |   Required Risk Reward |   Expectancy |') == 1

From e5a9c81412b4a6846872fde59489203184244288 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 27 Feb 2020 14:04:12 +0100
Subject: [PATCH 0642/1106] Add 0 entry to enhanced ROI example

---
 docs/strategy-customization.md | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index fd40a971e..4aacd3af6 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -257,11 +257,12 @@ from freqtrade.exchange import timeframe_to_minutes
 
 class AwesomeStrategy(IStrategy):
 
-    ticker_interval = '1d'
+    ticker_interval = "1d"
     ticker_interval_mins = timeframe_to_minutes(ticker_interval)
     minimal_roi = {
-        str(ticker_interval_mins * 3)): 0.02,  # After 3 candles
-        str(ticker_interval_mins * 6)): 0.01,  # After 6 candles
+        "0": 0.05,                             # 5% for the first 3 candles
+        str(ticker_interval_mins * 3)): 0.02,  # 2% after 3 candles
+        str(ticker_interval_mins * 6)): 0.01,  # 1% After 6 candles
     }
 ```
 

From 15e59654d9121bbbe8a1a20f4d1e0529906cc18d Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Thu, 27 Feb 2020 16:10:45 +0100
Subject: [PATCH 0643/1106] Minor change to standardize table style. This PR
 will target commands.

---
 freqtrade/commands/list_commands.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/commands/list_commands.py b/freqtrade/commands/list_commands.py
index 49674b81a..327901dc0 100644
--- a/freqtrade/commands/list_commands.py
+++ b/freqtrade/commands/list_commands.py
@@ -58,7 +58,7 @@ def _print_objs_tabular(objs: List, print_colorized: bool) -> None:
                    else yellow + "DUPLICATE NAME" + reset)
     } for s in objs]
 
-    print(tabulate(objss_to_print, headers='keys', tablefmt='pipe'))
+    print(tabulate(objss_to_print, headers='keys', tablefmt='psql', stralign='right'))
 
 
 def start_list_strategies(args: Dict[str, Any]) -> None:
@@ -192,7 +192,7 @@ def start_list_markets(args: Dict[str, Any], pairs_only: bool = False) -> None:
             else:
                 # print data as a table, with the human-readable summary
                 print(f"{summary_str}:")
-                print(tabulate(tabular_data, headers='keys', tablefmt='pipe'))
+                print(tabulate(tabular_data, headers='keys', tablefmt='psql', stralign='right'))
         elif not (args.get('print_one_column', False) or
                   args.get('list_pairs_print_json', False) or
                   args.get('print_csv', False)):

From 5a02026f82decd18789f78440e4a71b51e24ff89 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 27 Feb 2020 19:35:58 +0100
Subject: [PATCH 0644/1106] Add test validating behaviour

---
 tests/test_configuration.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index a58e88ea0..1e9d6440d 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -319,6 +319,7 @@ def test_load_dry_run(default_conf, mocker, config_value, expected, arglist) ->
     validated_conf = configuration.load_config()
 
     assert validated_conf['dry_run'] is expected
+    assert validated_conf['runmode'] == (RunMode.DRY_RUN if expected else RunMode.LIVE)
 
 
 def test_load_custom_strategy(default_conf, mocker) -> None:

From a55964a6221c1806ba195bf7be1dfe4167fd15f2 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 27 Feb 2020 19:36:54 +0100
Subject: [PATCH 0645/1106] we Must parse --dry-run before setting run-mode

---
 freqtrade/configuration/configuration.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index 035b091b3..6a0441957 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -167,10 +167,6 @@ class Configuration:
         if 'sd_notify' in self.args and self.args["sd_notify"]:
             config['internals'].update({'sd_notify': True})
 
-        self._args_to_config(config, argname='dry_run',
-                             logstring='Parameter --dry-run detected, '
-                             'overriding dry_run to: {} ...')
-
     def _process_datadir_options(self, config: Dict[str, Any]) -> None:
         """
         Extract information for sys.argv and load directory configurations
@@ -376,6 +372,10 @@ class Configuration:
 
     def _process_runmode(self, config: Dict[str, Any]) -> None:
 
+        self._args_to_config(config, argname='dry_run',
+                             logstring='Parameter --dry-run detected, '
+                             'overriding dry_run to: {} ...')
+
         if not self.runmode:
             # Handle real mode, infer dry/live from config
             self.runmode = RunMode.DRY_RUN if config.get('dry_run', True) else RunMode.LIVE

From e411717de9397afe29b58c62a7aca5c3aa6f8f65 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 28 Feb 2020 12:36:39 +0300
Subject: [PATCH 0646/1106] No percent where ratio is to be used

---
 freqtrade/edge/edge_positioning.py | 12 ++++++------
 freqtrade/freqtradebot.py          | 12 ++++++------
 freqtrade/persistence.py           |  4 ++--
 freqtrade/rpc/rpc.py               | 20 ++++++++++----------
 freqtrade/rpc/telegram.py          |  2 +-
 freqtrade/strategy/interface.py    |  7 ++++---
 tests/edge/test_edge.py            |  2 +-
 tests/rpc/test_rpc_telegram.py     | 12 ++++++------
 tests/test_freqtradebot.py         |  8 ++++----
 9 files changed, 40 insertions(+), 39 deletions(-)

diff --git a/freqtrade/edge/edge_positioning.py b/freqtrade/edge/edge_positioning.py
index ee5c3e95d..57a8f4a7c 100644
--- a/freqtrade/edge/edge_positioning.py
+++ b/freqtrade/edge/edge_positioning.py
@@ -246,7 +246,8 @@ class Edge:
 
         # we set stake amount to an arbitrary amount.
         # as it doesn't change the calculation.
-        # all returned values are relative. they are percentages.
+        # all returned values are relative.
+        # they are defined as ratios.
         stake = 0.015
         fee = self.fee
         open_fee = fee / 2
@@ -269,8 +270,8 @@ class Edge:
         result['sell_fee'] = result['sell_sum'] * close_fee
         result['sell_take'] = result['sell_sum'] - result['sell_fee']
 
-        # profit_percent
-        result['profit_percent'] = (result['sell_take'] - result['buy_spend']) / result['buy_spend']
+        # profit_ratio
+        result['profit_ratio'] = (result['sell_take'] - result['buy_spend']) / result['buy_spend']
 
         # Absolute profit
         result['profit_abs'] = result['sell_take'] - result['buy_spend']
@@ -399,9 +400,8 @@ class Edge:
                 # trade opens in reality on the next candle
                 open_trade_index += 1
 
-            stop_price_percentage = stoploss + 1
             open_price = ohlc_columns[open_trade_index, 0]
-            stop_price = (open_price * stop_price_percentage)
+            stop_price = (open_price * (stoploss + 1))
 
             # Searching for the index where stoploss is hit
             stop_index = utf1st.find_1st(
@@ -441,7 +441,7 @@ class Edge:
 
             trade = {'pair': pair,
                      'stoploss': stoploss,
-                     'profit_percent': '',
+                     'profit_ratio': '',
                      'profit_abs': '',
                      'open_time': date_column[open_trade_index],
                      'close_time': date_column[exit_index],
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index dffec940c..f50244dac 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1034,8 +1034,8 @@ class FreqtradeBot:
         profit_trade = trade.calc_profit(rate=profit_rate)
         # Use cached ticker here - it was updated seconds ago.
         current_rate = self.get_sell_rate(trade.pair, False)
-        profit_percent = trade.calc_profit_ratio(profit_rate)
-        gain = "profit" if profit_percent > 0 else "loss"
+        profit_ratio = trade.calc_profit_ratio(profit_rate)
+        gain = "profit" if profit_ratio > 0 else "loss"
 
         msg = {
             'type': RPCMessageType.SELL_NOTIFICATION,
@@ -1048,7 +1048,7 @@ class FreqtradeBot:
             'open_rate': trade.open_rate,
             'current_rate': current_rate,
             'profit_amount': profit_trade,
-            'profit_percent': profit_percent,
+            'profit_ratio': profit_ratio,
             'sell_reason': trade.sell_reason,
             'open_date': trade.open_date,
             'close_date': trade.close_date or datetime.utcnow(),
@@ -1071,8 +1071,8 @@ class FreqtradeBot:
         profit_rate = trade.close_rate if trade.close_rate else trade.close_rate_requested
         profit_trade = trade.calc_profit(rate=profit_rate)
         current_rate = self.get_sell_rate(trade.pair, False)
-        profit_percent = trade.calc_profit_ratio(profit_rate)
-        gain = "profit" if profit_percent > 0 else "loss"
+        profit_ratio = trade.calc_profit_ratio(profit_rate)
+        gain = "profit" if profit_ratio > 0 else "loss"
 
         msg = {
             'type': RPCMessageType.SELL_CANCEL_NOTIFICATION,
@@ -1085,7 +1085,7 @@ class FreqtradeBot:
             'open_rate': trade.open_rate,
             'current_rate': current_rate,
             'profit_amount': profit_trade,
-            'profit_percent': profit_percent,
+            'profit_ratio': profit_ratio,
             'sell_reason': trade.sell_reason,
             'open_date': trade.open_date,
             'close_date': trade.close_date,
diff --git a/freqtrade/persistence.py b/freqtrade/persistence.py
index fa041abc3..ac084d12e 100644
--- a/freqtrade/persistence.py
+++ b/freqtrade/persistence.py
@@ -405,8 +405,8 @@ class Trade(_DECL_BASE):
             rate=(rate or self.close_rate),
             fee=(fee or self.fee_close)
         )
-        profit_percent = (close_trade_price / self.open_trade_price) - 1
-        return float(f"{profit_percent:.8f}")
+        profit_ratio = (close_trade_price / self.open_trade_price) - 1
+        return float(f"{profit_ratio:.8f}")
 
     @staticmethod
     def get_trades(trade_filter=None) -> Query:
diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 1e4eaa3e0..9014c1874 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -155,9 +155,9 @@ class RPC:
                     current_rate = self._freqtrade.get_sell_rate(trade.pair, False)
                 except DependencyException:
                     current_rate = NAN
-                trade_perc = (100 * trade.calc_profit_ratio(current_rate))
+                trade_percent = (100 * trade.calc_profit_ratio(current_rate))
                 trade_profit = trade.calc_profit(current_rate)
-                profit_str = f'{trade_perc:.2f}%'
+                profit_str = f'{trade_percent:.2f}%'
                 if self._fiat_converter:
                     fiat_profit = self._fiat_converter.convert_amount(
                         trade_profit,
@@ -232,9 +232,9 @@ class RPC:
         trades = Trade.get_trades().order_by(Trade.id).all()
 
         profit_all_coin = []
-        profit_all_perc = []
+        profit_all_ratio = []
         profit_closed_coin = []
-        profit_closed_perc = []
+        profit_closed_ratio = []
         durations = []
 
         for trade in trades:
@@ -246,21 +246,21 @@ class RPC:
                 durations.append((trade.close_date - trade.open_date).total_seconds())
 
             if not trade.is_open:
-                profit_percent = trade.calc_profit_ratio()
+                profit_ratio = trade.calc_profit_ratio()
                 profit_closed_coin.append(trade.calc_profit())
-                profit_closed_perc.append(profit_percent)
+                profit_closed_ratio.append(profit_ratio)
             else:
                 # Get current rate
                 try:
                     current_rate = self._freqtrade.get_sell_rate(trade.pair, False)
                 except DependencyException:
                     current_rate = NAN
-                profit_percent = trade.calc_profit_ratio(rate=current_rate)
+                profit_ratio = trade.calc_profit_ratio(rate=current_rate)
 
             profit_all_coin.append(
                 trade.calc_profit(rate=trade.close_rate or current_rate)
             )
-            profit_all_perc.append(profit_percent)
+            profit_all_ratio.append(profit_ratio)
 
         best_pair = Trade.get_best_pair()
 
@@ -271,7 +271,7 @@ class RPC:
 
         # Prepare data to display
         profit_closed_coin_sum = round(sum(profit_closed_coin), 8)
-        profit_closed_percent = (round(mean(profit_closed_perc) * 100, 2) if profit_closed_perc
+        profit_closed_percent = (round(mean(profit_closed_ratio) * 100, 2) if profit_closed_ratio
                                  else 0.0)
         profit_closed_fiat = self._fiat_converter.convert_amount(
             profit_closed_coin_sum,
@@ -280,7 +280,7 @@ class RPC:
         ) if self._fiat_converter else 0
 
         profit_all_coin_sum = round(sum(profit_all_coin), 8)
-        profit_all_percent = round(mean(profit_all_perc) * 100, 2) if profit_all_perc else 0.0
+        profit_all_percent = round(mean(profit_all_ratio) * 100, 2) if profit_all_ratio else 0.0
         profit_all_fiat = self._fiat_converter.convert_amount(
             profit_all_coin_sum,
             stake_currency,
diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py
index e3958b31a..ad01700ab 100644
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@@ -148,7 +148,7 @@ class Telegram(RPC):
 
         elif msg['type'] == RPCMessageType.SELL_NOTIFICATION:
             msg['amount'] = round(msg['amount'], 8)
-            msg['profit_percent'] = round(msg['profit_percent'] * 100, 2)
+            msg['profit_percent'] = round(msg['profit_ratio'] * 100, 2)
             msg['duration'] = msg['close_date'].replace(
                 microsecond=0) - msg['open_date'].replace(microsecond=0)
             msg['duration_min'] = msg['duration'].total_seconds() / 60
diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index ae3dbd307..d23af3f6e 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -364,7 +364,7 @@ class IStrategy(ABC):
         """
         Based on current profit of the trade and configured (trailing) stoploss,
         decides to sell or not
-        :param current_profit: current profit in percent
+        :param current_profit: current profit as ratio
         """
         stop_loss_value = force_stoploss if force_stoploss else self.stoploss
 
@@ -427,8 +427,9 @@ class IStrategy(ABC):
 
     def min_roi_reached(self, trade: Trade, current_profit: float, current_time: datetime) -> bool:
         """
-        Based on trade duration, current price and ROI configuration, decides whether bot should
-        sell. Requires current_profit to be in percent!!
+        Based on trade duration, current profit of the trade and ROI configuration,
+        decides whether bot should sell.
+        :param current_profit: current profit as ratio
         :return: True if bot should sell at current rate
         """
         # Check if time matches and current rate is above threshold
diff --git a/tests/edge/test_edge.py b/tests/edge/test_edge.py
index 6b86d9c1f..2a0d19128 100644
--- a/tests/edge/test_edge.py
+++ b/tests/edge/test_edge.py
@@ -158,7 +158,7 @@ def test_edge_results(edge_conf, mocker, caplog, data) -> None:
     assert len(trades) == len(data.trades)
 
     if not results.empty:
-        assert round(results["profit_percent"].sum(), 3) == round(data.profit_perc, 3)
+        assert round(results["profit_ratio"].sum(), 3) == round(data.profit_perc, 3)
 
     for c, trade in enumerate(data.trades):
         res = results.iloc[c]
diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py
index a8b8e0c5a..1ac03f812 100644
--- a/tests/rpc/test_rpc_telegram.py
+++ b/tests/rpc/test_rpc_telegram.py
@@ -726,7 +726,7 @@ def test_forcesell_handle(default_conf, update, ticker, fee,
         'open_rate': 1.099e-05,
         'current_rate': 1.172e-05,
         'profit_amount': 6.126e-05,
-        'profit_percent': 0.0611052,
+        'profit_ratio': 0.0611052,
         'stake_currency': 'BTC',
         'fiat_currency': 'USD',
         'sell_reason': SellType.FORCE_SELL.value,
@@ -785,7 +785,7 @@ def test_forcesell_down_handle(default_conf, update, ticker, fee,
         'open_rate': 1.099e-05,
         'current_rate': 1.044e-05,
         'profit_amount': -5.492e-05,
-        'profit_percent': -0.05478342,
+        'profit_ratio': -0.05478342,
         'stake_currency': 'BTC',
         'fiat_currency': 'USD',
         'sell_reason': SellType.FORCE_SELL.value,
@@ -833,7 +833,7 @@ def test_forcesell_all_handle(default_conf, update, ticker, fee, mocker) -> None
         'open_rate': 1.099e-05,
         'current_rate': 1.098e-05,
         'profit_amount': -5.91e-06,
-        'profit_percent': -0.00589291,
+        'profit_ratio': -0.00589291,
         'stake_currency': 'BTC',
         'fiat_currency': 'USD',
         'sell_reason': SellType.FORCE_SELL.value,
@@ -1253,7 +1253,7 @@ def test_send_msg_sell_notification(default_conf, mocker) -> None:
         'open_rate': 7.5e-05,
         'current_rate': 3.201e-05,
         'profit_amount': -0.05746268,
-        'profit_percent': -0.57405275,
+        'profit_ratio': -0.57405275,
         'stake_currency': 'ETH',
         'fiat_currency': 'USD',
         'sell_reason': SellType.STOP_LOSS.value,
@@ -1282,7 +1282,7 @@ def test_send_msg_sell_notification(default_conf, mocker) -> None:
         'open_rate': 7.5e-05,
         'current_rate': 3.201e-05,
         'profit_amount': -0.05746268,
-        'profit_percent': -0.57405275,
+        'profit_ratio': -0.57405275,
         'stake_currency': 'ETH',
         'sell_reason': SellType.STOP_LOSS.value,
         'open_date': arrow.utcnow().shift(days=-1, hours=-2, minutes=-30),
@@ -1448,7 +1448,7 @@ def test_send_msg_sell_notification_no_fiat(default_conf, mocker) -> None:
         'open_rate': 7.5e-05,
         'current_rate': 3.201e-05,
         'profit_amount': -0.05746268,
-        'profit_percent': -0.57405275,
+        'profit_ratio': -0.57405275,
         'stake_currency': 'ETH',
         'fiat_currency': 'USD',
         'sell_reason': SellType.STOP_LOSS.value,
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 852b6b990..61f69bd85 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2297,7 +2297,7 @@ def test_execute_sell_up(default_conf, ticker, fee, ticker_sell_up, mocker) -> N
         'open_rate': 1.099e-05,
         'current_rate': 1.172e-05,
         'profit_amount': 6.126e-05,
-        'profit_percent': 0.0611052,
+        'profit_ratio': 0.0611052,
         'stake_currency': 'BTC',
         'fiat_currency': 'USD',
         'sell_reason': SellType.ROI.value,
@@ -2346,7 +2346,7 @@ def test_execute_sell_down(default_conf, ticker, fee, ticker_sell_down, mocker)
         'open_rate': 1.099e-05,
         'current_rate': 1.044e-05,
         'profit_amount': -5.492e-05,
-        'profit_percent': -0.05478342,
+        'profit_ratio': -0.05478342,
         'stake_currency': 'BTC',
         'fiat_currency': 'USD',
         'sell_reason': SellType.STOP_LOSS.value,
@@ -2402,7 +2402,7 @@ def test_execute_sell_down_stoploss_on_exchange_dry_run(default_conf, ticker, fe
         'open_rate': 1.099e-05,
         'current_rate': 1.044e-05,
         'profit_amount': -1.498e-05,
-        'profit_percent': -0.01493766,
+        'profit_ratio': -0.01493766,
         'stake_currency': 'BTC',
         'fiat_currency': 'USD',
         'sell_reason': SellType.STOP_LOSS.value,
@@ -2602,7 +2602,7 @@ def test_execute_sell_market_order(default_conf, ticker, fee,
         'open_rate': 1.099e-05,
         'current_rate': 1.172e-05,
         'profit_amount': 6.126e-05,
-        'profit_percent': 0.0611052,
+        'profit_ratio': 0.0611052,
         'stake_currency': 'BTC',
         'fiat_currency': 'USD',
         'sell_reason': SellType.ROI.value,

From bee8e92f0287aec18b77e936a5a5d1771aa869a0 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Fri, 28 Feb 2020 23:50:25 +0300
Subject: [PATCH 0647/1106] Final changes, use sqrt i.o. statistics.pstdev

---
 freqtrade/optimize/hyperopt_loss_sortino_daily.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/freqtrade/optimize/hyperopt_loss_sortino_daily.py b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
index 0f81ffca5..16dc26142 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino_daily.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
@@ -5,7 +5,6 @@ This module defines the alternative HyperOptLoss class which can be used for
 Hyperoptimization.
 """
 import math
-import statistics
 from datetime import datetime
 
 from pandas import DataFrame, date_range
@@ -56,7 +55,9 @@ class SortinoHyperOptLossDaily(IHyperOptLoss):
         sum_daily['downside_returns'] = 0
         sum_daily.loc[total_profit < 0, 'downside_returns'] = total_profit
         total_downside = sum_daily['downside_returns']
-        down_stdev = statistics.pstdev(total_downside, 0)
+        # Here total_downside contains min(0, P - MAR) values,
+        # where P = sum_daily["profit_percent_after_slippage"]
+        down_stdev = math.sqrt((total_downside**2).sum() / len(total_downside))
 
         if (down_stdev != 0.):
             sortino_ratio = expected_returns_mean / down_stdev * math.sqrt(days_in_year)

From 349aa2f9574d04f7f20c9c04e6008767129a17e5 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Fri, 28 Feb 2020 21:54:04 +0100
Subject: [PATCH 0648/1106] Added dynamic print table function to hyperopt

---
 freqtrade/commands/hyperopt_commands.py |  2 +-
 freqtrade/optimize/hyperopt.py          | 22 +++++++++++++++-------
 2 files changed, 16 insertions(+), 8 deletions(-)

diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index ccaa59e54..72e5bf12f 100755
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -51,7 +51,7 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
 
     try:
         Hyperopt.print_result_table(config, trials, total_epochs,
-                                    not filteroptions['only_best'], print_colorized)
+                                    not filteroptions['only_best'], print_colorized, 0)
     except KeyboardInterrupt:
         print('User interrupted..')
 
diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 66ea18bd1..84cd078a0 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -116,6 +116,7 @@ class Hyperopt:
             self.config['ask_strategy']['use_sell_signal'] = True
 
         self.print_all = self.config.get('print_all', False)
+        self.hyperopt_table_header = 0
         self.print_colorized = self.config.get('print_colorized', False)
         self.print_json = self.config.get('print_json', False)
 
@@ -272,8 +273,13 @@ class Hyperopt:
             if not self.print_all:
                 # Separate the results explanation string from dots
                 print("\n")
-            self.print_results_explanation(results, self.total_epochs, self.print_all,
-                                           self.print_colorized)
+            self.print_result_table(self.config, results, self.total_epochs,
+                                    self.print_all, self.print_colorized,
+                                    self.hyperopt_table_header)
+            if is_best:
+                self.hyperopt_table_header = 2
+            else:
+                self.hyperopt_table_header = 3
 
     @staticmethod
     def print_results_explanation(results, total_epochs, highlight_best: bool,
@@ -299,7 +305,7 @@ class Hyperopt:
 
     @staticmethod
     def print_result_table(config: dict, results: list, total_epochs: int, highlight_best: bool,
-                           print_colorized: bool) -> None:
+                           print_colorized: bool, remove_header: int) -> None:
         """
         Log result table
         """
@@ -328,7 +334,7 @@ class Hyperopt:
         trials['Profit'] = trials['Profit'].apply(
             lambda x: '{:,.2f}%'.format(x) if not isna(x) else x)
         trials['Total profit'] = trials['Total profit'].apply(
-            lambda x: '{: 11.8f} '.format(x) + config['stake_currency'] if not isna(x) else x)
+            lambda x: '{:,.8f} '.format(x) + config['stake_currency'] if not isna(x) else x)
         trials['Avg duration'] = trials['Avg duration'].apply(
             lambda x: '{:,.1f}m'.format(x) if not isna(x) else x)
         if print_colorized:
@@ -343,9 +349,11 @@ class Hyperopt:
                                                            str(trials.loc[i][z]), Style.RESET_ALL)
 
         trials = trials.drop(columns=['is_initial_point', 'is_best', 'is_profit'])
-
-        print(tabulate(trials.to_dict(orient='list'), headers='keys', tablefmt='psql',
-                       stralign="right"))
+        table = tabulate(trials.to_dict(orient='list'), tablefmt='psql',
+                         headers='keys', stralign="right")
+        if remove_header > 0:
+            table = table.split("\n", remove_header)[remove_header]
+        print(table)
 
     def has_space(self, space: str) -> bool:
         """

From 5277d71913566088747c6499740bcdc68ac51f27 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 29 Feb 2020 14:56:04 +0100
Subject: [PATCH 0649/1106] Add test for empty stake-currency

---
 tests/exchange/test_exchange.py | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 179566bb0..6bec53d49 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -511,6 +511,22 @@ def test_validate_pairs_stakecompatibility(default_conf, mocker, caplog):
     Exchange(default_conf)
 
 
+def test_validate_pairs_stakecompatibility_downloaddata(default_conf, mocker, caplog):
+    api_mock = MagicMock()
+    default_conf['stake_currency'] = ''
+    type(api_mock).markets = PropertyMock(return_value={
+        'ETH/BTC': {'quote': 'BTC'}, 'LTC/BTC': {'quote': 'BTC'},
+        'XRP/BTC': {'quote': 'BTC'}, 'NEO/BTC': {'quote': 'BTC'},
+        'HELLO-WORLD': {'quote': 'BTC'},
+    })
+    mocker.patch('freqtrade.exchange.Exchange._init_ccxt', MagicMock(return_value=api_mock))
+    mocker.patch('freqtrade.exchange.Exchange.validate_timeframes')
+    mocker.patch('freqtrade.exchange.Exchange._load_async_markets')
+    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
+
+    Exchange(default_conf)
+
+
 def test_validate_pairs_stakecompatibility_fail(default_conf, mocker, caplog):
     default_conf['exchange']['pair_whitelist'].append('HELLO-WORLD')
     api_mock = MagicMock()

From 60579485e52dd36d1bc20344766baf9850510b57 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 29 Feb 2020 14:56:36 +0100
Subject: [PATCH 0650/1106] fix empty stake currency problem

---
 freqtrade/exchange/exchange.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 799ee2c37..f6b722c9a 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -332,7 +332,8 @@ class Exchange:
                 logger.warning(f"Pair {pair} is restricted for some users on this exchange."
                                f"Please check if you are impacted by this restriction "
                                f"on the exchange and eventually remove {pair} from your whitelist.")
-            if not self.get_pair_quote_currency(pair) == self._config['stake_currency']:
+            if (self._config['stake_currency'] and
+                    not self.get_pair_quote_currency(pair) == self._config['stake_currency']):
                 invalid_pairs.append(pair)
         if invalid_pairs:
             raise OperationalException(

From 9336d8ee02d63e56513fe0a76c5bbef00aab9390 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 29 Feb 2020 15:44:45 +0100
Subject: [PATCH 0651/1106] Try fix random testfailure

---
 tests/commands/test_commands.py | 10 ++++------
 1 file changed, 4 insertions(+), 6 deletions(-)

diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index 5f9bc0aa2..1877aaa43 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -447,11 +447,9 @@ def test_create_datadir_failed(caplog):
 
 
 def test_create_datadir(caplog, mocker):
-    # Ensure that caplog is empty before starting ...
-    # Should prevent random failures.
-    caplog.clear()
-    # Added assert here to analyze random test-failures ...
-    assert len(caplog.record_tuples) == 0
+
+    # Capture caplog length here trying to avoid random test failure
+    len_caplog_before = len(caplog.record_tuples)
 
     cud = mocker.patch("freqtrade.commands.deploy_commands.create_userdata_dir", MagicMock())
     csf = mocker.patch("freqtrade.commands.deploy_commands.copy_sample_files", MagicMock())
@@ -464,7 +462,7 @@ def test_create_datadir(caplog, mocker):
 
     assert cud.call_count == 1
     assert csf.call_count == 1
-    assert len(caplog.record_tuples) == 0
+    assert len(caplog.record_tuples) == len_caplog_before
 
 
 def test_start_new_strategy(mocker, caplog):

From f25adf3b12096fab33dbcb098a8d679067334a17 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 29 Feb 2020 15:48:36 +0100
Subject: [PATCH 0652/1106] improve and correct release documentation

---
 docs/developer.md | 7 +------
 1 file changed, 1 insertion(+), 6 deletions(-)

diff --git a/docs/developer.md b/docs/developer.md
index b128ffd2b..ef9232a59 100644
--- a/docs/developer.md
+++ b/docs/developer.md
@@ -234,7 +234,7 @@ git checkout -b new_release <commitid>
 
 Determine if crucial bugfixes have been made between this commit and the current state, and eventually cherry-pick these.
 
-* Edit `freqtrade/__init__.py` and add the version matching the current date (for example `2019.7` for July 2019). Minor versions can be `2019.7-1` should we need to do a second release that month.
+* Edit `freqtrade/__init__.py` and add the version matching the current date (for example `2019.7` for July 2019). Minor versions can be `2019.7.1` should we need to do a second release that month. Version numbers must follow allowed versions from PEP0440 to avoid failures pushing to pypi.
 * Commit this part
 * push that branch to the remote and create a PR against the master branch
 
@@ -268,11 +268,6 @@ Once the PR against master is merged (best right after merging):
 * Use "master" as reference (this step comes after the above PR is merged).
 * Use the above changelog as release comment (as codeblock)
 
-### After-release
-
-* Update version in develop by postfixing that with `-dev` (`2019.6 -> 2019.6-dev`).
-* Create a PR against develop to update that branch.
-
 ## Releases
 
 ### pypi

From 848054d140243a18e2dfa8eb70077e6be15a4f94 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 29 Feb 2020 15:53:54 +0100
Subject: [PATCH 0653/1106] Fix jupyter notebook example -

generate_candlestick_graph() needs a filtered pairlist, not a list
containing all pairs
---
 docs/strategy_analysis_example.md                   | 6 ++++--
 freqtrade/templates/strategy_analysis_example.ipynb | 6 ++++--
 2 files changed, 8 insertions(+), 4 deletions(-)

diff --git a/docs/strategy_analysis_example.md b/docs/strategy_analysis_example.md
index 53b35ca09..d26d684ce 100644
--- a/docs/strategy_analysis_example.md
+++ b/docs/strategy_analysis_example.md
@@ -121,7 +121,6 @@ from freqtrade.data.btanalysis import analyze_trade_parallelism
 # Analyze the above
 parallel_trades = analyze_trade_parallelism(trades, '5m')
 
-
 parallel_trades.plot()
 ```
 
@@ -134,11 +133,14 @@ Freqtrade offers interactive plotting capabilities based on plotly.
 from freqtrade.plot.plotting import  generate_candlestick_graph
 # Limit graph period to keep plotly quick and reactive
 
+# Filter trades to one pair
+trades_red = trades.loc[trades['pair'] == pair]
+
 data_red = data['2019-06-01':'2019-06-10']
 # Generate candlestick graph
 graph = generate_candlestick_graph(pair=pair,
                                    data=data_red,
-                                   trades=trades,
+                                   trades=trades_red,
                                    indicators1=['sma20', 'ema50', 'ema55'],
                                    indicators2=['rsi', 'macd', 'macdsignal', 'macdhist']
                                   )
diff --git a/freqtrade/templates/strategy_analysis_example.ipynb b/freqtrade/templates/strategy_analysis_example.ipynb
index 399235cfe..dffa308ce 100644
--- a/freqtrade/templates/strategy_analysis_example.ipynb
+++ b/freqtrade/templates/strategy_analysis_example.ipynb
@@ -190,7 +190,6 @@
     "# Analyze the above\n",
     "parallel_trades = analyze_trade_parallelism(trades, '5m')\n",
     "\n",
-    "\n",
     "parallel_trades.plot()"
    ]
   },
@@ -212,11 +211,14 @@
     "from freqtrade.plot.plotting import  generate_candlestick_graph\n",
     "# Limit graph period to keep plotly quick and reactive\n",
     "\n",
+    "# Filter trades to one pair\n",
+    "trades_red = trades.loc[trades['pair'] == pair]\n",
+    "\n",
     "data_red = data['2019-06-01':'2019-06-10']\n",
     "# Generate candlestick graph\n",
     "graph = generate_candlestick_graph(pair=pair,\n",
     "                                   data=data_red,\n",
-    "                                   trades=trades,\n",
+    "                                   trades=trades_red,\n",
     "                                   indicators1=['sma20', 'ema50', 'ema55'],\n",
     "                                   indicators2=['rsi', 'macd', 'macdsignal', 'macdhist']\n",
     "                                  )\n",

From 4c39f360844a5db0352914e190a7a933489adb4d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 29 Feb 2020 16:36:33 +0100
Subject: [PATCH 0654/1106] Add note about InvalidNonce to documentation

---
 docs/exchanges.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/docs/exchanges.md b/docs/exchanges.md
index f615bc61a..70dae0aa5 100644
--- a/docs/exchanges.md
+++ b/docs/exchanges.md
@@ -62,6 +62,11 @@ res = [ f"{x['MarketCurrency']}/{x['BaseCurrency']}" for x in ct.publicGetMarket
 print(res)
 ```
 
+## All exchanges
+
+Should you experience constant errors with Nonce (like `InvalidNonce`), it is best to regenerate the API keys. Resetting Nonce is difficult and it's usually easier to regenerate the API keys.
+
+
 ## Random notes for other exchanges
 
 * The Ocean (exchange id: `theocean`) exchange uses Web3 functionality and requires `web3` python package to be installed:

From d7373be55344f80883203fa493f766d542911882 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 29 Feb 2020 16:58:22 +0100
Subject: [PATCH 0655/1106] Add official support for Kraken

---
 README.md                      | 3 ++-
 docs/configuration.md          | 5 ++++-
 freqtrade/exchange/exchange.py | 2 +-
 3 files changed, 7 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index 59799da84..88070d45e 100644
--- a/README.md
+++ b/README.md
@@ -25,7 +25,8 @@ hesitate to read the source code and understand the mechanism of this bot.
 ## Exchange marketplaces supported
 
 - [X] [Bittrex](https://bittrex.com/)
-- [X] [Binance](https://www.binance.com/) ([*Note for binance users](#a-note-on-binance))
+- [X] [Binance](https://www.binance.com/) ([*Note for binance users](docs/exchanges.md#blacklists))
+- [X] [Kraken](https://kraken.com/)
 - [ ] [113 others to tests](https://github.com/ccxt/ccxt/). _(We cannot guarantee they will work)_
 
 ## Documentation
diff --git a/docs/configuration.md b/docs/configuration.md
index b05dab7c9..95af2c049 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -371,15 +371,18 @@ The possible values are: `gtc` (default), `fok` or `ioc`.
 Freqtrade is based on [CCXT library](https://github.com/ccxt/ccxt) that supports over 100 cryptocurrency
 exchange markets and trading APIs. The complete up-to-date list can be found in the
 [CCXT repo homepage](https://github.com/ccxt/ccxt/tree/master/python). However, the bot was tested
-with only Bittrex and Binance.
+with only Bittrex, Binance and Kraken.
 
 The bot was tested with the following exchanges:
 
 - [Bittrex](https://bittrex.com/): "bittrex"
 - [Binance](https://www.binance.com/): "binance"
+- [Kraken](https://kraken.com/): "kraken"
 
 Feel free to test other exchanges and submit your PR to improve the bot.
 
+Some exchanges require special configuration, which can be found on the [Exchange-specific Notes](exchanges.md) documentation page.
+
 #### Sample exchange configuration
 
 A exchange configuration for "binance" would look as follows:
diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 799ee2c37..4f03bde80 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -1023,7 +1023,7 @@ def is_exchange_known_ccxt(exchange_name: str, ccxt_module: CcxtModuleType = Non
 
 
 def is_exchange_officially_supported(exchange_name: str) -> bool:
-    return exchange_name in ['bittrex', 'binance']
+    return exchange_name in ['bittrex', 'binance', 'kraken']
 
 
 def ccxt_exchanges(ccxt_module: CcxtModuleType = None) -> List[str]:

From 18d724f7a18994ba4bf50b605218f9ee76e5750a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 29 Feb 2020 19:22:36 +0100
Subject: [PATCH 0656/1106] Adjust wording of supported exchanges

---
 docs/configuration.md | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 95af2c049..b3f032bc6 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -370,10 +370,9 @@ The possible values are: `gtc` (default), `fok` or `ioc`.
 
 Freqtrade is based on [CCXT library](https://github.com/ccxt/ccxt) that supports over 100 cryptocurrency
 exchange markets and trading APIs. The complete up-to-date list can be found in the
-[CCXT repo homepage](https://github.com/ccxt/ccxt/tree/master/python). However, the bot was tested
-with only Bittrex, Binance and Kraken.
-
-The bot was tested with the following exchanges:
+[CCXT repo homepage](https://github.com/ccxt/ccxt/tree/master/python).
+ However, the bot was tested by the development team with only Bittrex, Binance and Kraken,
+ so the these are the only officially supported exhanges:
 
 - [Bittrex](https://bittrex.com/): "bittrex"
 - [Binance](https://www.binance.com/): "binance"

From 60f04cff4de955361b310295b702150e256b8789 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 29 Feb 2020 20:41:03 +0100
Subject: [PATCH 0657/1106] Simplify expression

---
 freqtrade/exchange/exchange.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index f6b722c9a..d1397a282 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -333,7 +333,7 @@ class Exchange:
                                f"Please check if you are impacted by this restriction "
                                f"on the exchange and eventually remove {pair} from your whitelist.")
             if (self._config['stake_currency'] and
-                    not self.get_pair_quote_currency(pair) == self._config['stake_currency']):
+                    self.get_pair_quote_currency(pair) != self._config['stake_currency']):
                 invalid_pairs.append(pair)
         if invalid_pairs:
             raise OperationalException(

From 23ae0653bd6a92ccdfc0a513dde1fa7f120ceb49 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sat, 29 Feb 2020 23:24:08 +0100
Subject: [PATCH 0658/1106] Changed table output to match hyperopt-list command

---
 freqtrade/optimize/hyperopt.py | 18 +++++++++++-------
 1 file changed, 11 insertions(+), 7 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 84cd078a0..700614453 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -276,10 +276,7 @@ class Hyperopt:
             self.print_result_table(self.config, results, self.total_epochs,
                                     self.print_all, self.print_colorized,
                                     self.hyperopt_table_header)
-            if is_best:
-                self.hyperopt_table_header = 2
-            else:
-                self.hyperopt_table_header = 3
+            self.hyperopt_table_header = 2
 
     @staticmethod
     def print_results_explanation(results, total_epochs, highlight_best: bool,
@@ -349,10 +346,17 @@ class Hyperopt:
                                                            str(trials.loc[i][z]), Style.RESET_ALL)
 
         trials = trials.drop(columns=['is_initial_point', 'is_best', 'is_profit'])
-        table = tabulate(trials.to_dict(orient='list'), tablefmt='psql',
-                         headers='keys', stralign="right")
         if remove_header > 0:
+            table = tabulate(trials.to_dict(orient='list'), tablefmt='orgtbl',
+                             headers='keys', stralign="right")
             table = table.split("\n", remove_header)[remove_header]
+        elif remove_header < 0:
+            table = tabulate(trials.to_dict(orient='list'), tablefmt='psql',
+                             headers='keys', stralign="right")
+            table = "\n".join(table.split("\n")[0:remove_header])
+        else:
+            table = tabulate(trials.to_dict(orient='list'), tablefmt='psql',
+                             headers='keys', stralign="right")
         print(table)
 
     def has_space(self, space: str) -> bool:
@@ -541,7 +545,7 @@ class Hyperopt:
     def start(self) -> None:
         self.random_state = self._set_random_state(self.config.get('hyperopt_random_state', None))
         logger.info(f"Using optimizer random state: {self.random_state}")
-
+        self.hyperopt_table_header = -1
         data, timerange = self.backtesting.load_bt_data()
 
         preprocessed = self.backtesting.strategy.tickerdata_to_dataframe(data)

From 7a4edb1cd8f0c397bd16b19bcb67c4e0b7f40fd9 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sat, 29 Feb 2020 23:41:59 +0100
Subject: [PATCH 0659/1106] Fix: When total epochs is less than cpu cores

---
 freqtrade/optimize/hyperopt.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 66ea18bd1..ee3f4d2c4 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -557,6 +557,8 @@ class Hyperopt:
         cpus = cpu_count()
         logger.info(f"Found {cpus} CPU cores. Let's make them scream!")
         config_jobs = self.config.get('hyperopt_jobs', -1)
+        if self.total_epochs < cpus:
+            config_jobs = self.total_epochs
         logger.info(f'Number of parallel jobs set as: {config_jobs}')
 
         self.dimensions: List[Dimension] = self.hyperopt_space()

From e89fd33229e0b8c6e9ebbd8e49920205fcf0a81c Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sat, 29 Feb 2020 23:57:15 +0100
Subject: [PATCH 0660/1106] Fix for more arguments

---
 freqtrade/optimize/hyperopt.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index ee3f4d2c4..6b334507a 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -557,7 +557,7 @@ class Hyperopt:
         cpus = cpu_count()
         logger.info(f"Found {cpus} CPU cores. Let's make them scream!")
         config_jobs = self.config.get('hyperopt_jobs', -1)
-        if self.total_epochs < cpus:
+        if self.total_epochs < cpus and (config_jobs > self.total_epochs or config_jobs < 0):
             config_jobs = self.total_epochs
         logger.info(f'Number of parallel jobs set as: {config_jobs}')
 

From 267416ecedf34c4019cac403fe18f808c38a2b06 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sun, 1 Mar 2020 03:11:00 +0100
Subject: [PATCH 0661/1106] Changed test for new table printing

---
 tests/optimize/test_hyperopt.py | 129 +++++++++++++++++++++++++++-----
 1 file changed, 109 insertions(+), 20 deletions(-)

diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index e3212e0cd..0fa5b9536 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -390,17 +390,30 @@ def test_onlyprofit_loss_prefers_higher_profits(default_conf, hyperopt_results)
 def test_log_results_if_loss_improves(hyperopt, capsys) -> None:
     hyperopt.current_best_loss = 2
     hyperopt.total_epochs = 2
+
     hyperopt.print_results(
         {
-            'is_best': True,
             'loss': 1,
+            'results_metrics':
+                {
+                    'trade_count': 1,
+                    'avg_profit': 0.1,
+                    'total_profit': 0.001,
+                    'profit': 1.0,
+                    'duration': 20.0
+                },
+            'total_profit': 0,
             'current_epoch': 2,  # This starts from 1 (in a human-friendly manner)
-            'results_explanation': 'foo.',
-            'is_initial_point': False
+            'is_initial_point': False,
+            'is_best': True
         }
     )
     out, err = capsys.readouterr()
-    assert '    2/2: foo. Objective: 1.00000' in out
+    result_str = (
+        '|   Best |     2/2 |        1 |        0.10% | 0.00100000 BTC |'
+        '    1.00% |          20.0m |           1 |'
+    )
+    assert result_str in out
 
 
 def test_no_log_if_loss_does_not_improve(hyperopt, caplog) -> None:
@@ -467,7 +480,16 @@ def test_start_calls_optimizer(mocker, default_conf, caplog, capsys) -> None:
     parallel = mocker.patch(
         'freqtrade.optimize.hyperopt.Hyperopt.run_optimizer_parallel',
         MagicMock(return_value=[{'loss': 1, 'results_explanation': 'foo result',
-                                 'params': {'buy': {}, 'sell': {}, 'roi': {}, 'stoploss': 0.0}}])
+                                 'params': {'buy': {}, 'sell': {}, 'roi': {}, 'stoploss': 0.0},
+                                 'results_metrics':
+                                     {
+                                         'trade_count': 1,
+                                         'avg_profit': 0.1,
+                                         'total_profit': 0.001,
+                                         'profit': 1.0,
+                                         'duration': 20.0
+                                     },
+                                 }])
     )
     patch_exchange(mocker)
     # Co-test loading ticker-interval from strategy
@@ -761,11 +783,23 @@ def test_print_json_spaces_all(mocker, default_conf, caplog, capsys) -> None:
 
     parallel = mocker.patch(
         'freqtrade.optimize.hyperopt.Hyperopt.run_optimizer_parallel',
-        MagicMock(return_value=[{'loss': 1, 'results_explanation': 'foo result', 'params': {},
-                                 'params_details': {'buy': {'mfi-value': None},
-                                                    'sell': {'sell-mfi-value': None},
-                                                    'roi': {}, 'stoploss': {'stoploss': None},
-                                                    'trailing': {'trailing_stop': None}}}])
+        MagicMock(return_value=[{
+            'loss': 1, 'results_explanation': 'foo result', 'params': {},
+            'params_details': {
+                'buy': {'mfi-value': None},
+                'sell': {'sell-mfi-value': None},
+                'roi': {}, 'stoploss': {'stoploss': None},
+                'trailing': {'trailing_stop': None}
+            },
+            'results_metrics':
+            {
+                'trade_count': 1,
+                'avg_profit': 0.1,
+                'total_profit': 0.001,
+                'profit': 1.0,
+                'duration': 20.0
+            }
+        }])
     )
     patch_exchange(mocker)
 
@@ -787,7 +821,11 @@ def test_print_json_spaces_all(mocker, default_conf, caplog, capsys) -> None:
     parallel.assert_called_once()
 
     out, err = capsys.readouterr()
-    assert '{"params":{"mfi-value":null,"sell-mfi-value":null},"minimal_roi":{},"stoploss":null,"trailing_stop":null}' in out  # noqa: E501
+    result_str = (
+        '{"params":{"mfi-value":null,"sell-mfi-value":null},"minimal_roi"'
+        ':{},"stoploss":null,"trailing_stop":null}'
+    )
+    assert result_str in out  # noqa: E501
     assert dumper.called
     # Should be called twice, once for tickerdata, once to save evaluations
     assert dumper.call_count == 2
@@ -804,10 +842,22 @@ def test_print_json_spaces_default(mocker, default_conf, caplog, capsys) -> None
 
     parallel = mocker.patch(
         'freqtrade.optimize.hyperopt.Hyperopt.run_optimizer_parallel',
-        MagicMock(return_value=[{'loss': 1, 'results_explanation': 'foo result', 'params': {},
-                                 'params_details': {'buy': {'mfi-value': None},
-                                                    'sell': {'sell-mfi-value': None},
-                                                    'roi': {}, 'stoploss': {'stoploss': None}}}])
+        MagicMock(return_value=[{
+            'loss': 1, 'results_explanation': 'foo result', 'params': {},
+            'params_details': {
+                'buy': {'mfi-value': None},
+                'sell': {'sell-mfi-value': None},
+                'roi': {}, 'stoploss': {'stoploss': None}
+            },
+            'results_metrics':
+            {
+                'trade_count': 1,
+                'avg_profit': 0.1,
+                'total_profit': 0.001,
+                'profit': 1.0,
+                'duration': 20.0
+            }
+        }])
     )
     patch_exchange(mocker)
 
@@ -846,8 +896,18 @@ def test_print_json_spaces_roi_stoploss(mocker, default_conf, caplog, capsys) ->
 
     parallel = mocker.patch(
         'freqtrade.optimize.hyperopt.Hyperopt.run_optimizer_parallel',
-        MagicMock(return_value=[{'loss': 1, 'results_explanation': 'foo result', 'params': {},
-                                 'params_details': {'roi': {}, 'stoploss': {'stoploss': None}}}])
+        MagicMock(return_value=[{
+            'loss': 1, 'results_explanation': 'foo result', 'params': {},
+            'params_details': {'roi': {}, 'stoploss': {'stoploss': None}},
+            'results_metrics':
+            {
+                'trade_count': 1,
+                'avg_profit': 0.1,
+                'total_profit': 0.001,
+                'profit': 1.0,
+                'duration': 20.0
+            }
+        }])
     )
     patch_exchange(mocker)
 
@@ -887,7 +947,16 @@ def test_simplified_interface_roi_stoploss(mocker, default_conf, caplog, capsys)
     parallel = mocker.patch(
         'freqtrade.optimize.hyperopt.Hyperopt.run_optimizer_parallel',
         MagicMock(return_value=[{
-            'loss': 1, 'results_explanation': 'foo result', 'params': {'stoploss': 0.0}}])
+            'loss': 1, 'results_explanation': 'foo result', 'params': {'stoploss': 0.0},
+            'results_metrics':
+            {
+                'trade_count': 1,
+                'avg_profit': 0.1,
+                'total_profit': 0.001,
+                'profit': 1.0,
+                'duration': 20.0
+            }
+        }])
     )
     patch_exchange(mocker)
 
@@ -965,7 +1034,17 @@ def test_simplified_interface_buy(mocker, default_conf, caplog, capsys) -> None:
 
     parallel = mocker.patch(
         'freqtrade.optimize.hyperopt.Hyperopt.run_optimizer_parallel',
-        MagicMock(return_value=[{'loss': 1, 'results_explanation': 'foo result', 'params': {}}])
+        MagicMock(return_value=[{
+            'loss': 1, 'results_explanation': 'foo result', 'params': {},
+            'results_metrics':
+            {
+                'trade_count': 1,
+                'avg_profit': 0.1,
+                'total_profit': 0.001,
+                'profit': 1.0,
+                'duration': 20.0
+            }
+        }])
     )
     patch_exchange(mocker)
 
@@ -1012,7 +1091,17 @@ def test_simplified_interface_sell(mocker, default_conf, caplog, capsys) -> None
 
     parallel = mocker.patch(
         'freqtrade.optimize.hyperopt.Hyperopt.run_optimizer_parallel',
-        MagicMock(return_value=[{'loss': 1, 'results_explanation': 'foo result', 'params': {}}])
+        MagicMock(return_value=[{
+            'loss': 1, 'results_explanation': 'foo result', 'params': {},
+            'results_metrics':
+            {
+                'trade_count': 1,
+                'avg_profit': 0.1,
+                'total_profit': 0.001,
+                'profit': 1.0,
+                'duration': 20.0
+            }
+        }])
     )
     patch_exchange(mocker)
 

From 379275e2d6446f8f5950a61b0b233933c851f632 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sun, 1 Mar 2020 03:24:04 +0100
Subject: [PATCH 0662/1106] Updated tests

---
 tests/optimize/test_hyperopt.py | 23 ++++++++++++-----------
 1 file changed, 12 insertions(+), 11 deletions(-)

diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index 0fa5b9536..5bd9e542f 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -479,17 +479,18 @@ def test_start_calls_optimizer(mocker, default_conf, caplog, capsys) -> None:
 
     parallel = mocker.patch(
         'freqtrade.optimize.hyperopt.Hyperopt.run_optimizer_parallel',
-        MagicMock(return_value=[{'loss': 1, 'results_explanation': 'foo result',
-                                 'params': {'buy': {}, 'sell': {}, 'roi': {}, 'stoploss': 0.0},
-                                 'results_metrics':
-                                     {
-                                         'trade_count': 1,
-                                         'avg_profit': 0.1,
-                                         'total_profit': 0.001,
-                                         'profit': 1.0,
-                                         'duration': 20.0
-                                     },
-                                 }])
+        MagicMock(return_value=[{
+            'loss': 1, 'results_explanation': 'foo result',
+            'params': {'buy': {}, 'sell': {}, 'roi': {}, 'stoploss': 0.0},
+            'results_metrics':
+            {
+                'trade_count': 1,
+                'avg_profit': 0.1,
+                'total_profit': 0.001,
+                'profit': 1.0,
+                'duration': 20.0
+            },
+        }])
     )
     patch_exchange(mocker)
     # Co-test loading ticker-interval from strategy

From eda77aeec8555bf5c27e1a574f63497773e4d38c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 1 Mar 2020 09:30:30 +0100
Subject: [PATCH 0663/1106] Add render_template fallback

---
 freqtrade/misc.py | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/freqtrade/misc.py b/freqtrade/misc.py
index 96bac28d8..9eb309e13 100644
--- a/freqtrade/misc.py
+++ b/freqtrade/misc.py
@@ -148,3 +148,15 @@ def render_template(templatefile: str, arguments: dict = {}) -> str:
     )
     template = env.get_template(templatefile)
     return template.render(**arguments)
+
+
+def render_template_with_fallback(templatefile: str, templatefallbackfile: str,
+                                  arguments: dict = {}) -> str:
+    """
+    Use templatefile if possible, otherwise fall back to templatefallbackfile
+    """
+    from jinja2.exceptions import TemplateNotFound
+    try:
+        return render_template(templatefile, arguments)
+    except TemplateNotFound:
+        return render_template(templatefallbackfile, arguments)

From 7736f8d0180f8e4ae86aed14867131443be9557a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 1 Mar 2020 09:34:42 +0100
Subject: [PATCH 0664/1106] Add tests for fallkback

---
 tests/test_misc.py | 17 ++++++++++++++++-
 1 file changed, 16 insertions(+), 1 deletion(-)

diff --git a/tests/test_misc.py b/tests/test_misc.py
index 83e008466..23775c85e 100644
--- a/tests/test_misc.py
+++ b/tests/test_misc.py
@@ -9,7 +9,8 @@ import pytest
 from freqtrade.data.converter import parse_ticker_dataframe
 from freqtrade.misc import (datesarray_to_datetimearray, file_dump_json,
                             file_load_json, format_ms_time, pair_to_filename,
-                            plural, shorten_date)
+                            plural, render_template,
+                            render_template_with_fallback, shorten_date)
 
 
 def test_shorten_date() -> None:
@@ -123,3 +124,17 @@ def test_plural() -> None:
     assert plural(1.5, "ox", "oxen") == "oxen"
     assert plural(-0.5, "ox", "oxen") == "oxen"
     assert plural(-1.5, "ox", "oxen") == "oxen"
+
+
+def test_render_template_fallback(mocker):
+    from jinja2.exceptions import TemplateNotFound
+    with pytest.raises(TemplateNotFound):
+        val = render_template(
+            templatefile='subtemplates/indicators_does-not-exist.j2',)
+
+    val = render_template_with_fallback(
+        templatefile='subtemplates/indicators_does-not-exist.j2',
+        templatefallbackfile='subtemplates/indicators_minimal.j2',
+    )
+    assert isinstance(val, str)
+    assert 'if self.dp' in val

From 791148176c90ce493952268c6401052c2b6f32ba Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 1 Mar 2020 09:35:53 +0100
Subject: [PATCH 0665/1106] Add callback functions to new-strategy --template
 advanced

---
 freqtrade/commands/cli_options.py             |  6 +--
 freqtrade/commands/deploy_commands.py         | 53 ++++++++++++++-----
 freqtrade/templates/base_strategy.py.j2       |  1 +
 .../subtemplates/strategy_methods_advanced.j2 | 36 +++++++++++++
 .../subtemplates/strategy_methods_empty.j2    |  0
 5 files changed, 80 insertions(+), 16 deletions(-)
 create mode 100644 freqtrade/templates/subtemplates/strategy_methods_advanced.j2
 create mode 100644 freqtrade/templates/subtemplates/strategy_methods_empty.j2

diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index a8d4bc198..2c49d7487 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -379,9 +379,9 @@ AVAILABLE_CLI_OPTIONS = {
     # Templating options
     "template": Arg(
         '--template',
-        help='Use a template which is either `minimal` or '
-        '`full` (containing multiple sample indicators). Default: `%(default)s`.',
-        choices=['full', 'minimal'],
+        help='Use a template which is either `minimal`, '
+        '`full` (containing multiple sample indicators) or `advanced`. Default: `%(default)s`.',
+        choices=['full', 'minimal', 'advanced'],
         default='full',
     ),
     # Plot dataframe
diff --git a/freqtrade/commands/deploy_commands.py b/freqtrade/commands/deploy_commands.py
index f5a68f748..a29ba346f 100644
--- a/freqtrade/commands/deploy_commands.py
+++ b/freqtrade/commands/deploy_commands.py
@@ -8,7 +8,7 @@ from freqtrade.configuration.directory_operations import (copy_sample_files,
                                                           create_userdata_dir)
 from freqtrade.constants import USERPATH_HYPEROPTS, USERPATH_STRATEGIES
 from freqtrade.exceptions import OperationalException
-from freqtrade.misc import render_template
+from freqtrade.misc import render_template, render_template_with_fallback
 from freqtrade.state import RunMode
 
 logger = logging.getLogger(__name__)
@@ -32,10 +32,27 @@ def deploy_new_strategy(strategy_name: str, strategy_path: Path, subtemplate: st
     """
     Deploy new strategy from template to strategy_path
     """
-    indicators = render_template(templatefile=f"subtemplates/indicators_{subtemplate}.j2",)
-    buy_trend = render_template(templatefile=f"subtemplates/buy_trend_{subtemplate}.j2",)
-    sell_trend = render_template(templatefile=f"subtemplates/sell_trend_{subtemplate}.j2",)
-    plot_config = render_template(templatefile=f"subtemplates/plot_config_{subtemplate}.j2",)
+    fallback = 'full'
+    indicators = render_template_with_fallback(
+        templatefile=f"subtemplates/indicators_{subtemplate}.j2",
+        templatefallbackfile=f"subtemplates/indicators_{fallback}.j2",
+        )
+    buy_trend = render_template_with_fallback(
+        templatefile=f"subtemplates/buy_trend_{subtemplate}.j2",
+        templatefallbackfile=f"subtemplates/buy_trend_{fallback}.j2",
+        )
+    sell_trend = render_template_with_fallback(
+        templatefile=f"subtemplates/sell_trend_{subtemplate}.j2",
+        templatefallbackfile=f"subtemplates/sell_trend_{fallback}.j2",
+        )
+    plot_config = render_template_with_fallback(
+        templatefile=f"subtemplates/plot_config_{subtemplate}.j2",
+        templatefallbackfile=f"subtemplates/plot_config_{fallback}.j2",
+    )
+    additional_methods = render_template_with_fallback(
+        templatefile=f"subtemplates/strategy_methods_{subtemplate}.j2",
+        templatefallbackfile=f"subtemplates/strategy_methods_empty.j2",
+    )
 
     strategy_text = render_template(templatefile='base_strategy.py.j2',
                                     arguments={"strategy": strategy_name,
@@ -43,6 +60,7 @@ def deploy_new_strategy(strategy_name: str, strategy_path: Path, subtemplate: st
                                                "buy_trend": buy_trend,
                                                "sell_trend": sell_trend,
                                                "plot_config": plot_config,
+                                               "additional_methods": additional_methods,
                                                })
 
     logger.info(f"Writing strategy to `{strategy_path}`.")
@@ -73,14 +91,23 @@ def deploy_new_hyperopt(hyperopt_name: str, hyperopt_path: Path, subtemplate: st
     """
     Deploys a new hyperopt template to hyperopt_path
     """
-    buy_guards = render_template(
-        templatefile=f"subtemplates/hyperopt_buy_guards_{subtemplate}.j2",)
-    sell_guards = render_template(
-        templatefile=f"subtemplates/hyperopt_sell_guards_{subtemplate}.j2",)
-    buy_space = render_template(
-        templatefile=f"subtemplates/hyperopt_buy_space_{subtemplate}.j2",)
-    sell_space = render_template(
-        templatefile=f"subtemplates/hyperopt_sell_space_{subtemplate}.j2",)
+    fallback = 'full'
+    buy_guards = render_template_with_fallback(
+        templatefile=f"subtemplates/hyperopt_buy_guards_{subtemplate}.j2",
+        templatefallbackfile=f"subtemplates/hyperopt_buy_guards_{fallback}.j2",
+        )
+    sell_guards = render_template_with_fallback(
+        templatefile=f"subtemplates/hyperopt_sell_guards_{subtemplate}.j2",
+        templatefallbackfile=f"subtemplates/hyperopt_sell_guards_{fallback}.j2",
+        )
+    buy_space = render_template_with_fallback(
+        templatefile=f"subtemplates/hyperopt_buy_space_{subtemplate}.j2",
+        templatefallbackfile=f"subtemplates/hyperopt_buy_space_{fallback}.j2",
+        )
+    sell_space = render_template_with_fallback(
+        templatefile=f"subtemplates/hyperopt_sell_space_{subtemplate}.j2",
+        templatefallbackfile=f"subtemplates/hyperopt_sell_space_{fallback}.j2",
+        )
 
     strategy_text = render_template(templatefile='base_hyperopt.py.j2',
                                     arguments={"hyperopt": hyperopt_name,
diff --git a/freqtrade/templates/base_strategy.py.j2 b/freqtrade/templates/base_strategy.py.j2
index fbf083387..a1b9f7388 100644
--- a/freqtrade/templates/base_strategy.py.j2
+++ b/freqtrade/templates/base_strategy.py.j2
@@ -137,3 +137,4 @@ class {{ strategy }}(IStrategy):
             ),
             'sell'] = 1
         return dataframe
+    {{ additional_methods | indent(4) }}
diff --git a/freqtrade/templates/subtemplates/strategy_methods_advanced.j2 b/freqtrade/templates/subtemplates/strategy_methods_advanced.j2
new file mode 100644
index 000000000..05541d1c7
--- /dev/null
+++ b/freqtrade/templates/subtemplates/strategy_methods_advanced.j2
@@ -0,0 +1,36 @@
+
+def check_buy_timeout(self, pair: str, trade: Trade, order: Dict, **kwargs) -> bool:
+    """
+    Check buy timeout function callback.
+    This method can be used to override the buy-timeout.
+    It is called whenever a limit buy order has been created,
+    and is not yet fully filled.
+    Configuration options in `unfilledtimeout` will be verified before this,
+    so ensure to set these timeouts high enough.
+
+    When not implemented by a strategy, this simply returns False.
+    :param pair: Pair the trade is for
+    :param trade: trade object.
+    :param order: Order dictionary as returned from CCXT.
+    :param **kwargs: Ensure to keep this here so updates to this won't break your strategy.
+    :return bool: When True is returned, then the buy-order is cancelled.
+    """
+    return False
+
+def check_sell_timeout(self, pair: str, trade: Trade, order: Dict, **kwargs) -> bool:
+    """
+    Check sell timeout function callback.
+    This method can be used to override the sell-timeout.
+    It is called whenever a limit sell order has been created,
+    and is not yet fully filled.
+    Configuration options in `unfilledtimeout` will be verified before this,
+    so ensure to set these timeouts high enough.
+
+    When not implemented by a strategy, this simply returns False.
+    :param pair: Pair the trade is for
+    :param trade: trade object.
+    :param order: Order dictionary as returned from CCXT.
+    :param **kwargs: Ensure to keep this here so updates to this won't break your strategy.
+    :return bool: When True is returned, then the sell-order is cancelled.
+    """
+    return False
diff --git a/freqtrade/templates/subtemplates/strategy_methods_empty.j2 b/freqtrade/templates/subtemplates/strategy_methods_empty.j2
new file mode 100644
index 000000000..e69de29bb

From cd54875f03ab8fb2444503bf50ec9bd8837a42fe Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 1 Mar 2020 09:40:07 +0100
Subject: [PATCH 0666/1106] Add documentation link to advanced functions

---
 .../templates/subtemplates/strategy_methods_advanced.j2   | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/freqtrade/templates/subtemplates/strategy_methods_advanced.j2 b/freqtrade/templates/subtemplates/strategy_methods_advanced.j2
index 05541d1c7..20144125c 100644
--- a/freqtrade/templates/subtemplates/strategy_methods_advanced.j2
+++ b/freqtrade/templates/subtemplates/strategy_methods_advanced.j2
@@ -1,5 +1,5 @@
 
-def check_buy_timeout(self, pair: str, trade: Trade, order: Dict, **kwargs) -> bool:
+def check_buy_timeout(self, pair: str, trade: 'Trade', order: Dict, **kwargs) -> bool:
     """
     Check buy timeout function callback.
     This method can be used to override the buy-timeout.
@@ -8,6 +8,8 @@ def check_buy_timeout(self, pair: str, trade: Trade, order: Dict, **kwargs) -> b
     Configuration options in `unfilledtimeout` will be verified before this,
     so ensure to set these timeouts high enough.
 
+    For full documentation please go to https://www.freqtrade.io/en/latest/strategy-advanced/
+
     When not implemented by a strategy, this simply returns False.
     :param pair: Pair the trade is for
     :param trade: trade object.
@@ -17,7 +19,7 @@ def check_buy_timeout(self, pair: str, trade: Trade, order: Dict, **kwargs) -> b
     """
     return False
 
-def check_sell_timeout(self, pair: str, trade: Trade, order: Dict, **kwargs) -> bool:
+def check_sell_timeout(self, pair: str, trade: 'Trade', order: Dict, **kwargs) -> bool:
     """
     Check sell timeout function callback.
     This method can be used to override the sell-timeout.
@@ -26,6 +28,8 @@ def check_sell_timeout(self, pair: str, trade: Trade, order: Dict, **kwargs) ->
     Configuration options in `unfilledtimeout` will be verified before this,
     so ensure to set these timeouts high enough.
 
+    For full documentation please go to https://www.freqtrade.io/en/latest/strategy-advanced/
+
     When not implemented by a strategy, this simply returns False.
     :param pair: Pair the trade is for
     :param trade: trade object.

From 4d8430c687de23be59b7914374f5d5c5f72b92c6 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 1 Mar 2020 09:43:20 +0100
Subject: [PATCH 0667/1106] Use string typehints to avoid import errors

---
 docs/strategy-advanced.md                                     | 4 ++--
 freqtrade/strategy/interface.py                               | 4 ++--
 freqtrade/templates/subtemplates/strategy_methods_advanced.j2 | 4 ++--
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/docs/strategy-advanced.md b/docs/strategy-advanced.md
index 8d241cc86..dcb8018f9 100644
--- a/docs/strategy-advanced.md
+++ b/docs/strategy-advanced.md
@@ -33,7 +33,7 @@ class Awesomestrategy(IStrategy):
         'sell': 60 * 25
     }
 
-    def check_buy_timeout(self, pair: str, trade: Trade, order: dict, **kwargs) -> bool:
+    def check_buy_timeout(self, pair: str, trade: 'Trade', order: dict, **kwargs) -> bool:
         if trade.open_rate > 100 and trade.open_date < datetime.utcnow() - timedelta(minutes=5):
             return True
         elif trade.open_rate > 10 and trade.open_date < datetime.utcnow() - timedelta(minutes=3):
@@ -43,7 +43,7 @@ class Awesomestrategy(IStrategy):
         return False
 
 
-    def check_sell_timeout(self, pair: str, trade: Trade, order: dict, **kwargs) -> bool:
+    def check_sell_timeout(self, pair: str, trade: 'Trade', order: dict, **kwargs) -> bool:
         if trade.open_rate > 100 and trade.open_date < datetime.utcnow() - timedelta(minutes=5):
             return True
         elif trade.open_rate > 10 and trade.open_date < datetime.utcnow() - timedelta(minutes=3):
diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index 95dbbb99f..a5945ae1f 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -149,7 +149,7 @@ class IStrategy(ABC):
         :return: DataFrame with sell column
         """
 
-    def check_buy_timeout(self, pair: str, trade: Trade, order: Dict, **kwargs) -> bool:
+    def check_buy_timeout(self, pair: str, trade: Trade, order: dict, **kwargs) -> bool:
         """
         Check buy timeout function callback.
         This method can be used to override the buy-timeout.
@@ -167,7 +167,7 @@ class IStrategy(ABC):
         """
         return False
 
-    def check_sell_timeout(self, pair: str, trade: Trade, order: Dict, **kwargs) -> bool:
+    def check_sell_timeout(self, pair: str, trade: Trade, order: dict, **kwargs) -> bool:
         """
         Check sell timeout function callback.
         This method can be used to override the sell-timeout.
diff --git a/freqtrade/templates/subtemplates/strategy_methods_advanced.j2 b/freqtrade/templates/subtemplates/strategy_methods_advanced.j2
index 20144125c..0ca35e117 100644
--- a/freqtrade/templates/subtemplates/strategy_methods_advanced.j2
+++ b/freqtrade/templates/subtemplates/strategy_methods_advanced.j2
@@ -1,5 +1,5 @@
 
-def check_buy_timeout(self, pair: str, trade: 'Trade', order: Dict, **kwargs) -> bool:
+def check_buy_timeout(self, pair: str, trade: 'Trade', order: dict, **kwargs) -> bool:
     """
     Check buy timeout function callback.
     This method can be used to override the buy-timeout.
@@ -19,7 +19,7 @@ def check_buy_timeout(self, pair: str, trade: 'Trade', order: Dict, **kwargs) ->
     """
     return False
 
-def check_sell_timeout(self, pair: str, trade: 'Trade', order: Dict, **kwargs) -> bool:
+def check_sell_timeout(self, pair: str, trade: 'Trade', order: dict, **kwargs) -> bool:
     """
     Check sell timeout function callback.
     This method can be used to override the sell-timeout.

From 0f2d77163455ed1c163a26bee03592a5c8f3a2d6 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 1 Mar 2020 09:46:12 +0100
Subject: [PATCH 0668/1106] update docs

---
 docs/utils.md | 26 ++++++++++++++++----------
 1 file changed, 16 insertions(+), 10 deletions(-)

diff --git a/docs/utils.md b/docs/utils.md
index cdf0c31af..78185be38 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -77,7 +77,7 @@ Results will be located in `user_data/strategies/<strategyclassname>.py`.
 
 ``` output
 usage: freqtrade new-strategy [-h] [--userdir PATH] [-s NAME]
-                              [--template {full,minimal}]
+                              [--template {full,minimal,advanced}]
 
 optional arguments:
   -h, --help            show this help message and exit
@@ -86,10 +86,10 @@ optional arguments:
   -s NAME, --strategy NAME
                         Specify strategy class name which will be used by the
                         bot.
-  --template {full,minimal}
-                        Use a template which is either `minimal` or `full`
-                        (containing multiple sample indicators). Default:
-                        `full`.
+  --template {full,minimal,advanced}
+                        Use a template which is either `minimal`, `full`
+                        (containing multiple sample indicators) or `advanced`.
+                        Default: `full`.
 
 ```
 
@@ -105,6 +105,12 @@ With custom user directory
 freqtrade new-strategy --userdir ~/.freqtrade/ --strategy AwesomeStrategy
 ```
 
+Using the advanced template (populates all optional functions and methods)
+
+```bash
+freqtrade new-strategy --strategy AwesomeStrategy --template advanced
+```
+
 ## Create new hyperopt
 
 Creates a new hyperopt from a template similar to SampleHyperopt.
@@ -114,7 +120,7 @@ Results will be located in `user_data/hyperopts/<classname>.py`.
 
 ``` output
 usage: freqtrade new-hyperopt [-h] [--userdir PATH] [--hyperopt NAME]
-                              [--template {full,minimal}]
+                              [--template {full,minimal,advanced}]
 
 optional arguments:
   -h, --help            show this help message and exit
@@ -122,10 +128,10 @@ optional arguments:
                         Path to userdata directory.
   --hyperopt NAME       Specify hyperopt class name which will be used by the
                         bot.
-  --template {full,minimal}
-                        Use a template which is either `minimal` or `full`
-                        (containing multiple sample indicators). Default:
-                        `full`.
+  --template {full,minimal,advanced}
+                        Use a template which is either `minimal`, `full`
+                        (containing multiple sample indicators) or `advanced`.
+                        Default: `full`.
 ```
 
 ### Sample usage of new-hyperopt

From 75b4f1a442e29084c4a93bda81419fe4223cd33d Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sun, 1 Mar 2020 14:12:27 +0100
Subject: [PATCH 0669/1106] Fix alignment of higher values

---
 freqtrade/optimize/hyperopt.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 6b334507a..947aa78bf 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -9,6 +9,7 @@ import logging
 import random
 import sys
 import warnings
+from math import ceil, floor
 from collections import OrderedDict
 from operator import itemgetter
 from pathlib import Path
@@ -571,7 +572,7 @@ class Hyperopt:
             with Parallel(n_jobs=config_jobs) as parallel:
                 jobs = parallel._effective_n_jobs()
                 logger.info(f'Effective number of parallel workers used: {jobs}')
-                EVALS = max(self.total_epochs // jobs, 1)
+                EVALS = ceil(self.total_epochs / jobs)
                 for i in range(EVALS):
                     asked = self.opt.ask(n_points=jobs)
                     f_val = self.run_optimizer_parallel(parallel, asked, i)
@@ -580,6 +581,8 @@ class Hyperopt:
                     for j in range(jobs):
                         # Use human-friendly indexes here (starting from 1)
                         current = i * jobs + j + 1
+                        if current > self.total_epochs:
+                            continue
                         val = f_val[j]
                         val['current_epoch'] = current
                         val['is_initial_point'] = current <= INITIAL_POINTS

From f08c7eedf1b583a65e01d4ea5f30ead17f7bfad3 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sun, 1 Mar 2020 14:35:13 +0100
Subject: [PATCH 0670/1106] Changed jobs to be dynamic for last loop

---
 freqtrade/optimize/hyperopt.py | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 947aa78bf..91507c347 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -9,7 +9,7 @@ import logging
 import random
 import sys
 import warnings
-from math import ceil, floor
+from math import ceil
 from collections import OrderedDict
 from operator import itemgetter
 from pathlib import Path
@@ -578,11 +578,13 @@ class Hyperopt:
                     f_val = self.run_optimizer_parallel(parallel, asked, i)
                     self.opt.tell(asked, [v['loss'] for v in f_val])
                     self.fix_optimizer_models_list()
-                    for j in range(jobs):
+                    if (i * jobs + jobs) > self.total_epochs:
+                        current_jobs = jobs - ((i * jobs + jobs) - self.total_epochs)
+                    else:
+                        current_jobs = jobs
+                    for j in range(current_jobs):
                         # Use human-friendly indexes here (starting from 1)
                         current = i * jobs + j + 1
-                        if current > self.total_epochs:
-                            continue
                         val = f_val[j]
                         val['current_epoch'] = current
                         val['is_initial_point'] = current <= INITIAL_POINTS

From 77b7f95efb786c71e325cc662dea0bb6bc61d291 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Mon, 2 Mar 2020 00:14:01 +0100
Subject: [PATCH 0671/1106] simple code styling fixes

---
 freqtrade/commands/hyperopt_commands.py | 56 ++++++++++++-------------
 1 file changed, 28 insertions(+), 28 deletions(-)

diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index ccaa59e54..e7f89a375 100755
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -97,10 +97,10 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
 
     if n > trials_epochs:
         raise OperationalException(
-                f"The index of the epoch to show should be less than {trials_epochs + 1}.")
+            f"The index of the epoch to show should be less than {trials_epochs + 1}.")
     if n < -trials_epochs:
         raise OperationalException(
-                f"The index of the epoch to show should be greater than {-trials_epochs - 1}.")
+            f"The index of the epoch to show should be greater than {-trials_epochs - 1}.")
 
     # Translate epoch index from human-readable format to pythonic
     if n > 0:
@@ -122,52 +122,52 @@ def _hyperopt_filter_trials(trials: List, filteroptions: dict) -> List:
         trials = [x for x in trials if x['results_metrics']['profit'] > 0]
     if filteroptions['filter_min_trades'] > 0:
         trials = [
-                    x for x in trials
-                    if x['results_metrics']['trade_count'] > filteroptions['filter_min_trades']
-                 ]
+            x for x in trials
+            if x['results_metrics']['trade_count'] > filteroptions['filter_min_trades']
+        ]
     if filteroptions['filter_max_trades'] > 0:
         trials = [
-                    x for x in trials
-                    if x['results_metrics']['trade_count'] < filteroptions['filter_max_trades']
-                 ]
+            x for x in trials
+            if x['results_metrics']['trade_count'] < filteroptions['filter_max_trades']
+        ]
     if filteroptions['filter_min_avg_time'] is not None:
         trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
         trials = [
-                    x for x in trials
-                    if x['results_metrics']['duration'] > filteroptions['filter_min_avg_time']
-                 ]
+            x for x in trials
+            if x['results_metrics']['duration'] > filteroptions['filter_min_avg_time']
+        ]
     if filteroptions['filter_max_avg_time'] is not None:
         trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
         trials = [
-                    x for x in trials
-                    if x['results_metrics']['duration'] < filteroptions['filter_max_avg_time']
-                 ]
+            x for x in trials
+            if x['results_metrics']['duration'] < filteroptions['filter_max_avg_time']
+        ]
     if filteroptions['filter_min_avg_profit'] is not None:
         trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
         trials = [
-                    x for x in trials
-                    if x['results_metrics']['avg_profit']
-                    > filteroptions['filter_min_avg_profit']
-                 ]
+            x for x in trials
+            if x['results_metrics']['avg_profit']
+            > filteroptions['filter_min_avg_profit']
+        ]
     if filteroptions['filter_max_avg_profit'] is not None:
         trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
         trials = [
-                    x for x in trials
-                    if x['results_metrics']['avg_profit']
-                    < filteroptions['filter_max_avg_profit']
-                 ]
+            x for x in trials
+            if x['results_metrics']['avg_profit']
+            < filteroptions['filter_max_avg_profit']
+        ]
     if filteroptions['filter_min_total_profit'] is not None:
         trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
         trials = [
-                    x for x in trials
-                    if x['results_metrics']['profit'] > filteroptions['filter_min_total_profit']
-                 ]
+            x for x in trials
+            if x['results_metrics']['profit'] > filteroptions['filter_min_total_profit']
+        ]
     if filteroptions['filter_max_total_profit'] is not None:
         trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
         trials = [
-                    x for x in trials
-                    if x['results_metrics']['profit'] < filteroptions['filter_max_total_profit']
-                 ]
+            x for x in trials
+            if x['results_metrics']['profit'] < filteroptions['filter_max_total_profit']
+        ]
 
     logger.info(f"{len(trials)} " +
                 ("best " if filteroptions['only_best'] else "") +

From e204e3277bd277f3dbfcee58c764b559f105740b Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 2 Mar 2020 08:37:58 +0000
Subject: [PATCH 0672/1106] Bump ccxt from 1.22.95 to 1.23.30

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.22.95 to 1.23.30.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/CHANGELOG.md)
- [Commits](https://github.com/ccxt/ccxt/compare/1.22.95...1.23.30)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index bdb1f1127..10d567a96 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.22.95
+ccxt==1.23.30
 SQLAlchemy==1.3.13
 python-telegram-bot==12.4.2
 arrow==0.15.5

From 485075b8f2e8cd4a5f19456388d6b482b404b413 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 2 Mar 2020 08:38:36 +0000
Subject: [PATCH 0673/1106] Bump scikit-learn from 0.22.1 to 0.22.2

Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 0.22.1 to 0.22.2.
- [Release notes](https://github.com/scikit-learn/scikit-learn/releases)
- [Commits](https://github.com/scikit-learn/scikit-learn/compare/0.22.1...0.22.2)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-hyperopt.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-hyperopt.txt b/requirements-hyperopt.txt
index 2984229c1..c713317ec 100644
--- a/requirements-hyperopt.txt
+++ b/requirements-hyperopt.txt
@@ -3,7 +3,7 @@
 
 # Required for hyperopt
 scipy==1.4.1
-scikit-learn==0.22.1
+scikit-learn==0.22.2
 scikit-optimize==0.7.4
 filelock==3.0.12
 joblib==0.14.1

From a17f3fb8be7229fb064cb74f853a61b5428b3b0c Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 2 Mar 2020 08:39:25 +0000
Subject: [PATCH 0674/1106] Bump plotly from 4.5.1 to 4.5.2

Bumps [plotly](https://github.com/plotly/plotly.py) from 4.5.1 to 4.5.2.
- [Release notes](https://github.com/plotly/plotly.py/releases)
- [Changelog](https://github.com/plotly/plotly.py/blob/master/CHANGELOG.md)
- [Commits](https://github.com/plotly/plotly.py/compare/v4.5.1...v4.5.2)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-plot.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-plot.txt b/requirements-plot.txt
index 5e62a5e95..a70c3e0cf 100644
--- a/requirements-plot.txt
+++ b/requirements-plot.txt
@@ -1,5 +1,5 @@
 # Include all requirements to run the bot.
 -r requirements.txt
 
-plotly==4.5.1
+plotly==4.5.2
 

From 6e2290c4f0d142de4e924f7ee78b209d90ec3643 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 2 Mar 2020 20:05:54 +0100
Subject: [PATCH 0675/1106] Allow last to be empty -

closes #3005
---
 freqtrade/freqtradebot.py  | 8 +++-----
 tests/test_freqtradebot.py | 8 ++++++++
 2 files changed, 11 insertions(+), 5 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 53493ad4c..04e3dd72f 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -257,12 +257,10 @@ class FreqtradeBot:
         else:
             logger.info(f"Using Last {bid_strategy['price_side'].capitalize()} / Last Price")
             ticker = self.exchange.fetch_ticker(pair)
-            rate = ticker[bid_strategy['price_side']]
-            if rate < ticker['last']:
-                ticker_rate = rate
-            else:
+            ticker_rate = ticker[bid_strategy['price_side']]
+            if ticker['last'] and ticker_rate > ticker['last']:
                 balance = self.config['bid_strategy']['ask_last_balance']
-                ticker_rate = rate + balance * (ticker['last'] - rate)
+                ticker_rate = ticker_rate + balance * (ticker['last'] - ticker_rate)
             used_rate = ticker_rate
 
         self._buy_rate_cache[pair] = used_rate
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 49000382f..a5506017c 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -914,6 +914,10 @@ def test_process_informative_pairs_added(default_conf, ticker, mocker) -> None:
     ('ask', 20, 19, 10, 0.3, 17),  # Between ask and last
     ('ask', 5, 6, 10, 1.0, 5),  # last bigger than ask
     ('ask', 5, 6, 10, 0.5, 5),  # last bigger than ask
+    ('ask', 10, 20, None, 0.5, 10),  # last not available - uses ask
+    ('ask', 4, 5, None, 0.5, 4),  # last not available - uses ask
+    ('ask', 4, 5, None, 1, 4),  # last not available - uses ask
+    ('ask', 4, 5, None, 0, 4),  # last not available - uses ask
     ('bid', 10, 20, 10, 0.0, 20),  # Full bid side
     ('bid', 10, 20, 10, 1.0, 10),  # Full last side
     ('bid', 10, 20, 10, 0.5, 15),  # Between bid and last
@@ -921,6 +925,10 @@ def test_process_informative_pairs_added(default_conf, ticker, mocker) -> None:
     ('bid', 10, 20, 10, 0.3, 17),  # Between bid and last
     ('bid', 4, 5, 10, 1.0, 5),  # last bigger than bid
     ('bid', 4, 5, 10, 0.5, 5),  # last bigger than bid
+    ('bid', 10, 20, None, 0.5, 20),  # last not available - uses bid
+    ('bid', 4, 5, None, 0.5, 5),  # last not available - uses bid
+    ('bid', 4, 5, None, 1, 5),  # last not available - uses bid
+    ('bid', 4, 5, None, 0, 5),  # last not available - uses bid
 ])
 def test_get_buy_rate(mocker, default_conf, caplog, side, ask, bid,
                       last, last_ab, expected) -> None:

From 7713cfeb7996b478f20c65afab9a1b49318b062b Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Mon, 2 Mar 2020 21:02:32 +0100
Subject: [PATCH 0676/1106] Corrected logic for -j + and - argument

---
 freqtrade/optimize/hyperopt.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 91507c347..c500e71bf 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -558,7 +558,8 @@ class Hyperopt:
         cpus = cpu_count()
         logger.info(f"Found {cpus} CPU cores. Let's make them scream!")
         config_jobs = self.config.get('hyperopt_jobs', -1)
-        if self.total_epochs < cpus and (config_jobs > self.total_epochs or config_jobs < 0):
+        if (config_jobs < 0 and (cpus + config_jobs + 1) > self.total_epochs) \
+           or (config_jobs > 0 and config_jobs > self.total_epochs):
             config_jobs = self.total_epochs
         logger.info(f'Number of parallel jobs set as: {config_jobs}')
 

From 0e4862b0c8f8cc927675eb4e3fb098f479f1d0b9 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Mon, 2 Mar 2020 22:58:54 +0100
Subject: [PATCH 0677/1106] Added logging if argument is miss-configured

---
 freqtrade/optimize/hyperopt.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index c500e71bf..98c19f15b 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -561,6 +561,7 @@ class Hyperopt:
         if (config_jobs < 0 and (cpus + config_jobs + 1) > self.total_epochs) \
            or (config_jobs > 0 and config_jobs > self.total_epochs):
             config_jobs = self.total_epochs
+            logger.info("Job count invalid will correct")
         logger.info(f'Number of parallel jobs set as: {config_jobs}')
 
         self.dimensions: List[Dimension] = self.hyperopt_space()

From 92425642da922740e319f9563c93a36873af946f Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Tue, 3 Mar 2020 01:00:24 +0300
Subject: [PATCH 0678/1106] Fix config_jobs

---
 freqtrade/optimize/hyperopt.py | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 98c19f15b..66ce94ae0 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -558,10 +558,6 @@ class Hyperopt:
         cpus = cpu_count()
         logger.info(f"Found {cpus} CPU cores. Let's make them scream!")
         config_jobs = self.config.get('hyperopt_jobs', -1)
-        if (config_jobs < 0 and (cpus + config_jobs + 1) > self.total_epochs) \
-           or (config_jobs > 0 and config_jobs > self.total_epochs):
-            config_jobs = self.total_epochs
-            logger.info("Job count invalid will correct")
         logger.info(f'Number of parallel jobs set as: {config_jobs}')
 
         self.dimensions: List[Dimension] = self.hyperopt_space()

From a7d4755859740a62cc87dc7f168eb2f7fbb54f81 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Tue, 3 Mar 2020 01:20:14 +0300
Subject: [PATCH 0679/1106] optimize calculation of current_jobs

---
 freqtrade/optimize/hyperopt.py | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 66ce94ae0..27fb7bcdb 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -576,10 +576,12 @@ class Hyperopt:
                     f_val = self.run_optimizer_parallel(parallel, asked, i)
                     self.opt.tell(asked, [v['loss'] for v in f_val])
                     self.fix_optimizer_models_list()
-                    if (i * jobs + jobs) > self.total_epochs:
-                        current_jobs = jobs - ((i * jobs + jobs) - self.total_epochs)
-                    else:
-                        current_jobs = jobs
+
+                    # Correct the number of epochs to handled for the last
+                    # iteration (should not exceed self.total_epochs)
+                    n_rest = (i + 1) * jobs - self.total_epochs
+                    current_jobs = jobs - n_rest if n_rest > 0 else jobs
+
                     for j in range(current_jobs):
                         # Use human-friendly indexes here (starting from 1)
                         current = i * jobs + j + 1

From 45c94967927609b556f3b5ec226cc5dc31d9a8a9 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Tue, 3 Mar 2020 01:33:11 +0300
Subject: [PATCH 0680/1106] Do not run optimizer for 'jobs' epochs for the last
 iteration

---
 freqtrade/optimize/hyperopt.py | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 27fb7bcdb..41e2ce82b 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -572,16 +572,16 @@ class Hyperopt:
                 logger.info(f'Effective number of parallel workers used: {jobs}')
                 EVALS = ceil(self.total_epochs / jobs)
                 for i in range(EVALS):
-                    asked = self.opt.ask(n_points=jobs)
+                    # Correct the number of epochs to be processed for the last
+                    # iteration (should not exceed self.total_epochs in total)
+                    n_rest = (i + 1) * jobs - self.total_epochs
+                    current_jobs = jobs - n_rest if n_rest > 0 else jobs
+
+                    asked = self.opt.ask(n_points=current_jobs)
                     f_val = self.run_optimizer_parallel(parallel, asked, i)
                     self.opt.tell(asked, [v['loss'] for v in f_val])
                     self.fix_optimizer_models_list()
 
-                    # Correct the number of epochs to handled for the last
-                    # iteration (should not exceed self.total_epochs)
-                    n_rest = (i + 1) * jobs - self.total_epochs
-                    current_jobs = jobs - n_rest if n_rest > 0 else jobs
-
                     for j in range(current_jobs):
                         # Use human-friendly indexes here (starting from 1)
                         current = i * jobs + j + 1

From 52cd5f912789d7b151702ba6c0a7caf3e4414846 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Tue, 3 Mar 2020 01:42:25 +0300
Subject: [PATCH 0681/1106] Better use enumerate: more correct and more
 pythonic

---
 freqtrade/optimize/hyperopt.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 41e2ce82b..b3be3f160 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -582,10 +582,9 @@ class Hyperopt:
                     self.opt.tell(asked, [v['loss'] for v in f_val])
                     self.fix_optimizer_models_list()
 
-                    for j in range(current_jobs):
+                    for j, val in enumerate(f_val):
                         # Use human-friendly indexes here (starting from 1)
                         current = i * jobs + j + 1
-                        val = f_val[j]
                         val['current_epoch'] = current
                         val['is_initial_point'] = current <= INITIAL_POINTS
                         logger.debug(f"Optimizer epoch evaluated: {val}")

From 399c419163cd8acf867f16b9702b9936a1d05c7d Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Tue, 3 Mar 2020 01:14:56 +0100
Subject: [PATCH 0682/1106] Changed table formating. Adding some code to align
 hyperopt table generation. WIP

---
 freqtrade/optimize/hyperopt.py  | 15 ++++++++++-----
 tests/optimize/test_hyperopt.py |  4 +++-
 2 files changed, 13 insertions(+), 6 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 700614453..ac272128e 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -325,15 +325,20 @@ class Hyperopt:
         trials['Trades'] = trials['Trades'].astype(str)
 
         trials['Epoch'] = trials['Epoch'].apply(
-            lambda x: "{}/{}".format(x, total_epochs))
+            lambda x: '{}/{}'.format(str(x).rjust(len(str(total_epochs)), ' '), total_epochs))
         trials['Avg profit'] = trials['Avg profit'].apply(
-            lambda x: '{:,.2f}%'.format(x) if not isna(x) else x)
+            lambda x: ('{:,.2f}%'.format(x)).rjust(7, ' ') if not isna(x) else "--".rjust(7, ' '))
         trials['Profit'] = trials['Profit'].apply(
-            lambda x: '{:,.2f}%'.format(x) if not isna(x) else x)
+            lambda x: ('{:,.2f}%'.format(x)) if not isna(x) else "--")
         trials['Total profit'] = trials['Total profit'].apply(
-            lambda x: '{:,.8f} '.format(x) + config['stake_currency'] if not isna(x) else x)
+            lambda x: ('{:,.8f} '.format(x)) + config['stake_currency'] if not isna(x) else "--")
         trials['Avg duration'] = trials['Avg duration'].apply(
-            lambda x: '{:,.1f}m'.format(x) if not isna(x) else x)
+            lambda x: ('{:,.1f}m'.format(x)).rjust(7, ' ') if not isna(x) else "--".rjust(7, ' '))
+        trials['Objective'] = trials['Objective'].apply(
+            lambda x: str(x).rjust(10, ' ') if str(x) != str(100000) else "N/A".rjust(10, ' '))
+        trials['Profit'] = trials['Total profit'] + " (" + trials['Profit'] + ")"
+        trials = trials.drop(columns=['Total profit'])
+
         if print_colorized:
             for i in range(len(trials)):
                 if trials.loc[i]['is_profit']:
diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index 5bd9e542f..8de812d2d 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -413,7 +413,9 @@ def test_log_results_if_loss_improves(hyperopt, capsys) -> None:
         '|   Best |     2/2 |        1 |        0.10% | 0.00100000 BTC |'
         '    1.00% |          20.0m |           1 |'
     )
-    assert result_str in out
+    # assert result_str in out
+    assert all(x in out
+               for x in ["Best", "2/2", " 1", "0.10%", "0.00100000 BTC", "1.00%", "20.0m"])
 
 
 def test_no_log_if_loss_does_not_improve(hyperopt, caplog) -> None:

From 4aca8d7fcc2e217652572325aa72a61a70d8ec98 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Tue, 3 Mar 2020 01:35:18 +0100
Subject: [PATCH 0683/1106] PEP8 fix

---
 tests/optimize/test_hyperopt.py | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index 8de812d2d..6c7e1e16f 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -409,11 +409,6 @@ def test_log_results_if_loss_improves(hyperopt, capsys) -> None:
         }
     )
     out, err = capsys.readouterr()
-    result_str = (
-        '|   Best |     2/2 |        1 |        0.10% | 0.00100000 BTC |'
-        '    1.00% |          20.0m |           1 |'
-    )
-    # assert result_str in out
     assert all(x in out
                for x in ["Best", "2/2", " 1", "0.10%", "0.00100000 BTC", "1.00%", "20.0m"])
 

From 3479f7d986a044de4db94c6d1c9f3ac02b4544f6 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 3 Mar 2020 07:13:11 +0100
Subject: [PATCH 0684/1106] Add max_drawdown function

---
 freqtrade/data/btanalysis.py | 22 +++++++++++++++++++++-
 1 file changed, 21 insertions(+), 1 deletion(-)

diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index c28e462ba..9407a3139 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -3,7 +3,7 @@ Helpers when analyzing backtest data
 """
 import logging
 from pathlib import Path
-from typing import Dict, Union
+from typing import Dict, Union, Tuple
 
 import numpy as np
 import pandas as pd
@@ -188,3 +188,23 @@ def create_cum_profit(df: pd.DataFrame, trades: pd.DataFrame, col_name: str,
     # FFill to get continuous
     df[col_name] = df[col_name].ffill()
     return df
+
+
+def calculate_max_drawdown(trades: pd.DataFrame) -> Tuple[float, pd.Timestamp, pd.Timestamp]:
+    """
+    Calculate max drawdown and the corresponding close dates
+    :param trades: DataFrame containing trades (requires columns close_time and profitperc)
+    :return: Tuple (float, highdate, lowdate) with absolute max drawdown, high and low time
+    :raise: ValueError if trade-dataframe was found empty.
+    """
+    if len(trades) == 0:
+        raise ValueError("Trade dataframe empty")
+    profit_results = trades.sort_values('close_time')
+    max_drawdown_df = pd.DataFrame()
+    max_drawdown_df['cumulative'] = profit_results['profitperc'].cumsum()
+    max_drawdown_df['high_value'] = max_drawdown_df['cumulative'].cummax()
+    max_drawdown_df['drawdown'] = max_drawdown_df['cumulative'] - max_drawdown_df['high_value']
+    high_date = profit_results.loc[max_drawdown_df['high_value'].idxmax(), 'close_time']
+    low_date = profit_results.loc[max_drawdown_df['drawdown'].idxmin(), 'close_time']
+
+    return abs(min(max_drawdown_df['drawdown'])), high_date, low_date

From e050511ddcd295841590cfd99c4897e97dc678e3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 3 Mar 2020 07:20:41 +0100
Subject: [PATCH 0685/1106] Add test for max_drawdown calculation

---
 freqtrade/data/btanalysis.py  |  2 +-
 tests/data/test_btanalysis.py | 20 ++++++++++++++++++--
 2 files changed, 19 insertions(+), 3 deletions(-)

diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 9407a3139..799f15011 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -198,7 +198,7 @@ def calculate_max_drawdown(trades: pd.DataFrame) -> Tuple[float, pd.Timestamp, p
     :raise: ValueError if trade-dataframe was found empty.
     """
     if len(trades) == 0:
-        raise ValueError("Trade dataframe empty")
+        raise ValueError("Trade dataframe empty.")
     profit_results = trades.sort_values('close_time')
     max_drawdown_df = pd.DataFrame()
     max_drawdown_df['cumulative'] = profit_results['profitperc'].cumsum()
diff --git a/tests/data/test_btanalysis.py b/tests/data/test_btanalysis.py
index 60d9c3ea5..7e3c1f077 100644
--- a/tests/data/test_btanalysis.py
+++ b/tests/data/test_btanalysis.py
@@ -2,15 +2,17 @@ from unittest.mock import MagicMock
 
 import pytest
 from arrow import Arrow
-from pandas import DataFrame, DateOffset, to_datetime
+from pandas import DataFrame, DateOffset, to_datetime, Timestamp
 
 from freqtrade.configuration import TimeRange
 from freqtrade.data.btanalysis import (BT_DATA_COLUMNS,
+                                       analyze_trade_parallelism,
+                                       calculate_max_drawdown,
                                        combine_tickers_with_mean,
                                        create_cum_profit,
                                        extract_trades_of_period,
                                        load_backtest_data, load_trades,
-                                       load_trades_from_db, analyze_trade_parallelism)
+                                       load_trades_from_db)
 from freqtrade.data.history import load_data, load_pair_history
 from tests.test_persistence import create_mock_trades
 
@@ -163,3 +165,17 @@ def test_create_cum_profit1(testdatadir):
     assert "cum_profits" in cum_profits.columns
     assert cum_profits.iloc[0]['cum_profits'] == 0
     assert cum_profits.iloc[-1]['cum_profits'] == 0.0798005
+
+
+def test_calculate_max_drawdown(testdatadir):
+    filename = testdatadir / "backtest-result_test.json"
+    bt_data = load_backtest_data(filename)
+    drawdown, h, low = calculate_max_drawdown(bt_data)
+    assert isinstance(drawdown, float)
+    assert pytest.approx(drawdown) == 0.21142322
+    assert isinstance(h, Timestamp)
+    assert isinstance(low, Timestamp)
+    assert h == Timestamp('2018-01-24 14:25:00', tz='UTC')
+    assert low == Timestamp('2018-01-30 04:45:00', tz='UTC')
+    with pytest.raises(ValueError, match='Trade dataframe empty.'):
+        drawdown, h, low = calculate_max_drawdown(DataFrame())

From 88e7cab5b99873d3f5af59ca61333013d8e2234b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 3 Mar 2020 07:21:14 +0100
Subject: [PATCH 0686/1106] Add max_drawdown to profit plot

---
 freqtrade/plot/plotting.py | 34 +++++++++++++++++++++++++++++++++-
 1 file changed, 33 insertions(+), 1 deletion(-)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index 4a892792a..2ce4f1501 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -5,7 +5,8 @@ from typing import Any, Dict, List
 import pandas as pd
 
 from freqtrade.configuration import TimeRange
-from freqtrade.data.btanalysis import (combine_tickers_with_mean,
+from freqtrade.data.btanalysis import (calculate_max_drawdown,
+                                       combine_tickers_with_mean,
                                        create_cum_profit,
                                        extract_trades_of_period, load_trades)
 from freqtrade.data.converter import trim_dataframe
@@ -111,6 +112,36 @@ def add_profit(fig, row, data: pd.DataFrame, column: str, name: str) -> make_sub
     return fig
 
 
+def add_max_drawdown(fig, row, trades: pd.DataFrame, df_comb: pd.DataFrame) -> make_subplots:
+    """
+    Add scatter points indicating max drawdown
+    """
+    try:
+        max_drawdown, highdate, lowdate = calculate_max_drawdown(trades)
+
+        drawdown = go.Scatter(
+            x=[highdate, lowdate],
+            y=[
+                df_comb.loc[highdate, 'cum_profit'],
+                df_comb.loc[lowdate, 'cum_profit'],
+            ],
+            mode='markers',
+            name='Max Drawdown',
+            text=f"Max drawdown {max_drawdown}",
+            marker=dict(
+                symbol='square-open',
+                size=9,
+                line=dict(width=2),
+                color='green'
+
+            )
+        )
+        fig.add_trace(drawdown, row, 1)
+    except ValueError:
+        logger.warning("No trades found - not plotting max drawdown.")
+    return fig
+
+
 def plot_trades(fig, trades: pd.DataFrame) -> make_subplots:
     """
     Add trades to "fig"
@@ -364,6 +395,7 @@ def generate_profit_graph(pairs: str, tickers: Dict[str, pd.DataFrame],
 
     fig.add_trace(avgclose, 1, 1)
     fig = add_profit(fig, 2, df_comb, 'cum_profit', 'Profit')
+    fig = add_max_drawdown(fig, 2, trades, df_comb)
 
     for pair in pairs:
         profit_col = f'cum_profit_{pair}'

From 33a63562cbacdeb858a29b09c4a11b9d3f31ae7b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 3 Mar 2020 07:23:38 +0100
Subject: [PATCH 0687/1106] make drawdown function less restrictive

---
 freqtrade/data/btanalysis.py | 15 ++++++++++-----
 1 file changed, 10 insertions(+), 5 deletions(-)

diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 799f15011..394c40112 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -190,21 +190,26 @@ def create_cum_profit(df: pd.DataFrame, trades: pd.DataFrame, col_name: str,
     return df
 
 
-def calculate_max_drawdown(trades: pd.DataFrame) -> Tuple[float, pd.Timestamp, pd.Timestamp]:
+def calculate_max_drawdown(trades: pd.DataFrame, date_col: str = 'close_time',
+                           value_col: str = 'profitperc'
+                           ) -> Tuple[float, pd.Timestamp, pd.Timestamp]:
     """
     Calculate max drawdown and the corresponding close dates
     :param trades: DataFrame containing trades (requires columns close_time and profitperc)
+    :param date_col: Column in DataFrame to use for dates (defaults to 'close_time')
+    :param value_col: Column in DataFrame to use for values (defaults to 'profitperc')
     :return: Tuple (float, highdate, lowdate) with absolute max drawdown, high and low time
     :raise: ValueError if trade-dataframe was found empty.
     """
     if len(trades) == 0:
         raise ValueError("Trade dataframe empty.")
-    profit_results = trades.sort_values('close_time')
+    profit_results = trades.sort_values(date_col)
     max_drawdown_df = pd.DataFrame()
-    max_drawdown_df['cumulative'] = profit_results['profitperc'].cumsum()
+    max_drawdown_df['cumulative'] = profit_results[value_col].cumsum()
     max_drawdown_df['high_value'] = max_drawdown_df['cumulative'].cummax()
     max_drawdown_df['drawdown'] = max_drawdown_df['cumulative'] - max_drawdown_df['high_value']
-    high_date = profit_results.loc[max_drawdown_df['high_value'].idxmax(), 'close_time']
-    low_date = profit_results.loc[max_drawdown_df['drawdown'].idxmin(), 'close_time']
+
+    high_date = profit_results.loc[max_drawdown_df['high_value'].idxmax(), date_col]
+    low_date = profit_results.loc[max_drawdown_df['drawdown'].idxmin(), date_col]
 
     return abs(min(max_drawdown_df['drawdown'])), high_date, low_date

From d9e83cc4e2892bb9210c166dbd0857fc7b9e87b9 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 3 Mar 2020 09:33:08 +0100
Subject: [PATCH 0688/1106] Run CI on windows python 3.8

---
 .github/workflows/ci.yml                       |   5 ++---
 .../TA_Lib-0.4.17-cp38-cp38-win_amd64.whl      | Bin 0 -> 662134 bytes
 build_helpers/install_windows.ps1              |  10 +++++++++-
 3 files changed, 11 insertions(+), 4 deletions(-)
 create mode 100644 build_helpers/TA_Lib-0.4.17-cp38-cp38-win_amd64.whl

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index dc3d324a1..42668e46f 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -115,7 +115,7 @@ jobs:
     strategy:
       matrix:
         os: [ windows-latest ]
-        python-version: [3.7]
+        python-version: [3.7, 3.8]
 
     steps:
     - uses: actions/checkout@v2
@@ -130,8 +130,7 @@ jobs:
       if: startsWith(runner.os, 'Windows')
       with:
         path: ~\AppData\Local\pip\Cache
-        key: ${{ runner.os }}-pip
-        restore-keys: ${{ runner.os }}-pip
+        key: ${{ matrix.os }}-${{ matrix.python-version }}-pip
 
     - name: Installation
       run: |
diff --git a/build_helpers/TA_Lib-0.4.17-cp38-cp38-win_amd64.whl b/build_helpers/TA_Lib-0.4.17-cp38-cp38-win_amd64.whl
new file mode 100644
index 0000000000000000000000000000000000000000..90626b183a42e55d12ddabf57d3d257aea29fbf5
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/build_helpers/install_windows.ps1 b/build_helpers/install_windows.ps1
index 138fba208..af1768d18 100644
--- a/build_helpers/install_windows.ps1
+++ b/build_helpers/install_windows.ps1
@@ -3,7 +3,15 @@
 # Invoke-WebRequest -Uri "https://download.lfd.uci.edu/pythonlibs/xxxxxxx/TA_Lib-0.4.17-cp37-cp37m-win_amd64.whl" -OutFile "TA_Lib-0.4.17-cp37-cp37m-win_amd64.whl"
 
 python -m pip install --upgrade pip
-pip install build_helpers\TA_Lib-0.4.17-cp37-cp37m-win_amd64.whl
+
+$pyv = python -c "import sys; print(f'{sys.version_info.major}.{sys.version_info.minor}')"
+
+if ($pyv == '3.7') {
+    pip install build_helpers\TA_Lib-0.4.17-cp37-cp37m-win_amd64.whl
+}
+if ($pyv == '3.8') {
+    pip install build_helpers\TA_Lib-0.4.17-cp38-cp38-win_amd64.whl
+}
 
 pip install -r requirements-dev.txt
 pip install -e .

From 720ed0eddd8c15d6c2d37941fe2665b953d93927 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 3 Mar 2020 09:36:04 +0100
Subject: [PATCH 0689/1106] Remove flucky test assert

---
 tests/commands/test_commands.py | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index 1877aaa43..3e1c0a581 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -448,9 +448,6 @@ def test_create_datadir_failed(caplog):
 
 def test_create_datadir(caplog, mocker):
 
-    # Capture caplog length here trying to avoid random test failure
-    len_caplog_before = len(caplog.record_tuples)
-
     cud = mocker.patch("freqtrade.commands.deploy_commands.create_userdata_dir", MagicMock())
     csf = mocker.patch("freqtrade.commands.deploy_commands.copy_sample_files", MagicMock())
     args = [
@@ -462,7 +459,6 @@ def test_create_datadir(caplog, mocker):
 
     assert cud.call_count == 1
     assert csf.call_count == 1
-    assert len(caplog.record_tuples) == len_caplog_before
 
 
 def test_start_new_strategy(mocker, caplog):

From 9bebc9ba7699426a86271f711f98e080142531a8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 3 Mar 2020 09:40:41 +0100
Subject: [PATCH 0690/1106] Fix powershell comparison

---
 build_helpers/install_windows.ps1 | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/build_helpers/install_windows.ps1 b/build_helpers/install_windows.ps1
index af1768d18..7dbdd77dd 100644
--- a/build_helpers/install_windows.ps1
+++ b/build_helpers/install_windows.ps1
@@ -6,10 +6,10 @@ python -m pip install --upgrade pip
 
 $pyv = python -c "import sys; print(f'{sys.version_info.major}.{sys.version_info.minor}')"
 
-if ($pyv == '3.7') {
+if ($pyv -eq '3.7') {
     pip install build_helpers\TA_Lib-0.4.17-cp37-cp37m-win_amd64.whl
 }
-if ($pyv == '3.8') {
+if ($pyv -eq '3.8') {
     pip install build_helpers\TA_Lib-0.4.17-cp38-cp38-win_amd64.whl
 }
 

From 53dcb5d5ed1dd1dc741e9cf3f6d0b49f90e55029 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 3 Mar 2020 19:36:03 +0100
Subject: [PATCH 0691/1106] Fix logging expression

---
 freqtrade/freqtradebot.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 04e3dd72f..920c9203e 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -685,7 +685,8 @@ class FreqtradeBot:
                                               order_book_max=order_book_max)
             for i in range(order_book_min, order_book_max + 1):
                 sell_rate = next(order_book)
-                logger.debug('  order book asks top %s: %0.8f', i, sell_rate)
+                logger.debug(f"  order book {config_ask_strategy['price_side']} top {i}: "
+                             f"{sell_rate:0.8f}")
 
                 if self._check_and_execute_sell(trade, sell_rate, buy, sell):
                     return True

From 9d8970a76bdff307482bdf82dffe2279af3fa731 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 3 Mar 2020 20:18:38 +0100
Subject: [PATCH 0692/1106] Add test and formatting to drawdown

---
 docs/plotting.md             | 1 +
 freqtrade/data/btanalysis.py | 2 +-
 freqtrade/plot/plotting.py   | 4 ++--
 tests/test_plotting.py       | 8 ++++++--
 4 files changed, 10 insertions(+), 5 deletions(-)

diff --git a/docs/plotting.md b/docs/plotting.md
index ecd5e1603..3eef8f8e7 100644
--- a/docs/plotting.md
+++ b/docs/plotting.md
@@ -196,6 +196,7 @@ The first graph is good to get a grip of how the overall market progresses.
 
 The second graph will show if your algorithm works or doesn't.
 Perhaps you want an algorithm that steadily makes small profits, or one that acts less often, but makes big swings.
+This graph will also highlight the start (and end) of the Max drawdown period.
 
 The third graph can be useful to spot outliers, events in pairs that cause profit spikes.
 
diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 394c40112..7972c6333 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -190,7 +190,7 @@ def create_cum_profit(df: pd.DataFrame, trades: pd.DataFrame, col_name: str,
     return df
 
 
-def calculate_max_drawdown(trades: pd.DataFrame, date_col: str = 'close_time',
+def calculate_max_drawdown(trades: pd.DataFrame, *, date_col: str = 'close_time',
                            value_col: str = 'profitperc'
                            ) -> Tuple[float, pd.Timestamp, pd.Timestamp]:
     """
diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index 2ce4f1501..d979a40e0 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -126,8 +126,8 @@ def add_max_drawdown(fig, row, trades: pd.DataFrame, df_comb: pd.DataFrame) -> m
                 df_comb.loc[lowdate, 'cum_profit'],
             ],
             mode='markers',
-            name='Max Drawdown',
-            text=f"Max drawdown {max_drawdown}",
+            name=f"Max drawdown {max_drawdown:.2f}%",
+            text=f"Max drawdown {max_drawdown:.2f}%",
             marker=dict(
                 symbol='square-open',
                 size=9,
diff --git a/tests/test_plotting.py b/tests/test_plotting.py
index 34d1f2b0c..dd04035b7 100644
--- a/tests/test_plotting.py
+++ b/tests/test_plotting.py
@@ -3,15 +3,16 @@ from copy import deepcopy
 from pathlib import Path
 from unittest.mock import MagicMock
 
+import pandas as pd
 import plotly.graph_objects as go
 import pytest
 from plotly.subplots import make_subplots
 
+from freqtrade.commands import start_plot_dataframe, start_plot_profit
 from freqtrade.configuration import TimeRange
 from freqtrade.data import history
 from freqtrade.data.btanalysis import create_cum_profit, load_backtest_data
 from freqtrade.exceptions import OperationalException
-from freqtrade.commands import start_plot_dataframe, start_plot_profit
 from freqtrade.plot.plotting import (add_indicators, add_profit,
                                      create_plotconfig,
                                      generate_candlestick_graph,
@@ -266,6 +267,7 @@ def test_generate_profit_graph(testdatadir):
     trades = load_backtest_data(filename)
     timerange = TimeRange.parse_timerange("20180110-20180112")
     pairs = ["TRX/BTC", "ADA/BTC"]
+    trades = trades[trades['close_time'] < pd.Timestamp('2018-01-12', tz='UTC')]
 
     tickers = history.load_data(datadir=testdatadir,
                                 pairs=pairs,
@@ -283,13 +285,15 @@ def test_generate_profit_graph(testdatadir):
     assert fig.layout.yaxis3.title.text == "Profit"
 
     figure = fig.layout.figure
-    assert len(figure.data) == 4
+    assert len(figure.data) == 5
 
     avgclose = find_trace_in_fig_data(figure.data, "Avg close price")
     assert isinstance(avgclose, go.Scatter)
 
     profit = find_trace_in_fig_data(figure.data, "Profit")
     assert isinstance(profit, go.Scatter)
+    profit = find_trace_in_fig_data(figure.data, "Max drawdown 0.00%")
+    assert isinstance(profit, go.Scatter)
 
     for pair in pairs:
         profit_pair = find_trace_in_fig_data(figure.data, f"Profit {pair}")

From 7652a2bb95451ad907aec48ff4a8cc133901ae40 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Wed, 4 Mar 2020 00:10:47 +0100
Subject: [PATCH 0693/1106] Updated table layout and aligning better for
 hyperopt

---
 freqtrade/optimize/hyperopt.py  | 50 ++++++++++++++++++++-------------
 tests/optimize/test_hyperopt.py |  2 +-
 2 files changed, 31 insertions(+), 21 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index ac272128e..7937ad611 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -21,7 +21,7 @@ from colorama import init as colorama_init
 from joblib import (Parallel, cpu_count, delayed, dump, load,
                     wrap_non_picklable_objects)
 from pandas import DataFrame, json_normalize, isna
-from tabulate import tabulate
+import tabulate
 
 from freqtrade.data.converter import trim_dataframe
 from freqtrade.data.history import get_timerange
@@ -309,6 +309,8 @@ class Hyperopt:
         if not results:
             return
 
+        tabulate.PRESERVE_WHITESPACE = True
+
         trials = json_normalize(results, max_level=1)
         trials['Best'] = ''
         trials = trials[['Best', 'current_epoch', 'results_metrics.trade_count',
@@ -325,43 +327,51 @@ class Hyperopt:
         trials['Trades'] = trials['Trades'].astype(str)
 
         trials['Epoch'] = trials['Epoch'].apply(
-            lambda x: '{}/{}'.format(str(x).rjust(len(str(total_epochs)), ' '), total_epochs))
+            lambda x: '{}/{}'.format(str(x).rjust(len(str(total_epochs)), ' '), total_epochs)
+        )
         trials['Avg profit'] = trials['Avg profit'].apply(
-            lambda x: ('{:,.2f}%'.format(x)).rjust(7, ' ') if not isna(x) else "--".rjust(7, ' '))
-        trials['Profit'] = trials['Profit'].apply(
-            lambda x: ('{:,.2f}%'.format(x)) if not isna(x) else "--")
-        trials['Total profit'] = trials['Total profit'].apply(
-            lambda x: ('{:,.8f} '.format(x)) + config['stake_currency'] if not isna(x) else "--")
+            lambda x: ('{:,.2f}%'.format(x)).rjust(7, ' ') if not isna(x) else "--".rjust(7, ' ')
+        )
         trials['Avg duration'] = trials['Avg duration'].apply(
-            lambda x: ('{:,.1f}m'.format(x)).rjust(7, ' ') if not isna(x) else "--".rjust(7, ' '))
+            lambda x: ('{:,.1f} m'.format(x)).rjust(7, ' ') if not isna(x) else "--".rjust(7, ' ')
+        )
         trials['Objective'] = trials['Objective'].apply(
-            lambda x: str(x).rjust(10, ' ') if str(x) != str(100000) else "N/A".rjust(10, ' '))
-        trials['Profit'] = trials['Total profit'] + " (" + trials['Profit'] + ")"
+            lambda x: str(x).rjust(10, ' ') if str(x) != str(100000) else "N/A".rjust(10, ' ')
+        )
+
+        trials['Profit'] = trials.apply(
+            lambda x: '{:,.8f} {} ({:,.2f}%)'.format(
+                x['Total profit'], config['stake_currency'],
+                x['Profit']).rjust(24+len(config['stake_currency']))
+            if x['Total profit'] != 0.0 else '--'.rjust(24+len(config['stake_currency'])),
+            axis=1
+        )
         trials = trials.drop(columns=['Total profit'])
 
         if print_colorized:
             for i in range(len(trials)):
                 if trials.loc[i]['is_profit']:
                     for z in range(len(trials.loc[i])-3):
-                        trials.iat[i, z] = "{}{}{}".format(Fore.GREEN,
-                                                           str(trials.loc[i][z]), Fore.RESET)
+                        trials.iat[i, z] = "{}{}{}".format(
+                            Fore.GREEN, str(trials.loc[i][z]), Fore.RESET)
                 if trials.loc[i]['is_best'] and highlight_best:
                     for z in range(len(trials.loc[i])-3):
-                        trials.iat[i, z] = "{}{}{}".format(Style.BRIGHT,
-                                                           str(trials.loc[i][z]), Style.RESET_ALL)
+                        trials.iat[i, z] = "{}{}{}".format(
+                            Style.BRIGHT, str(trials.loc[i][z]), Style.RESET_ALL)
 
         trials = trials.drop(columns=['is_initial_point', 'is_best', 'is_profit'])
         if remove_header > 0:
-            table = tabulate(trials.to_dict(orient='list'), tablefmt='orgtbl',
-                             headers='keys', stralign="right")
+            table = tabulate.tabulate(
+                trials.to_dict(orient='list'), tablefmt='orgtbl', headers='keys', stralign="right")
+            # print(table)
             table = table.split("\n", remove_header)[remove_header]
         elif remove_header < 0:
-            table = tabulate(trials.to_dict(orient='list'), tablefmt='psql',
-                             headers='keys', stralign="right")
+            table = tabulate.tabulate(
+                trials.to_dict(orient='list'), tablefmt='psql', headers='keys', stralign="right")
             table = "\n".join(table.split("\n")[0:remove_header])
         else:
-            table = tabulate(trials.to_dict(orient='list'), tablefmt='psql',
-                             headers='keys', stralign="right")
+            table = tabulate.tabulate(
+                trials.to_dict(orient='list'), tablefmt='psql', headers='keys', stralign="right")
         print(table)
 
     def has_space(self, space: str) -> bool:
diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index 6c7e1e16f..5820cc9f9 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -410,7 +410,7 @@ def test_log_results_if_loss_improves(hyperopt, capsys) -> None:
     )
     out, err = capsys.readouterr()
     assert all(x in out
-               for x in ["Best", "2/2", " 1", "0.10%", "0.00100000 BTC", "1.00%", "20.0m"])
+               for x in ["Best", "2/2", " 1", "0.10%", "0.00100000 BTC (1.00%)", "20.0 m"])
 
 
 def test_no_log_if_loss_does_not_improve(hyperopt, caplog) -> None:

From 8de35e1c83becae0f226deb1f55fd7277510cf41 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 4 Mar 2020 06:40:19 +0100
Subject: [PATCH 0694/1106] Documentation suggestions from Review

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/configuration.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index c70f3425c..c2c144541 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -465,7 +465,7 @@ Orderbook `bid` (buy) side depth is then divided by the orderbook `ask` (sell) s
 
 #### Buy price side
 
-The configuration option `bid_strategy.price_side` defines the side of the spread the bot looks for when buying.
+The configuration setting `bid_strategy.price_side` defines the side of the spread the bot looks for when buying.
 
 The following displays an orderbook.
 
@@ -503,7 +503,7 @@ The `bid_strategy.ask_last_balance` configuration parameter controls this. A val
 
 #### Sell price side
 
-The configuration option `ask_strategy.price_side` defines the side of the spread the bot looks for when selling.
+The configuration setting `ask_strategy.price_side` defines the side of the spread the bot looks for when selling.
 
 The following displays an orderbook:
 
@@ -524,7 +524,7 @@ In line with that, if `ask_strategy.price_side` is set to `"bid"`, then the bot
 
 #### Sell price with Orderbook enabled
 
-When selling with the orderbook enabled (`ask_strategy.use_order_book=True`), Freqtrade fetches the `ask_strategy.order_book_max` entries in the orderbook. Then each of the orderbook steps between `ask_strategy.order_book_min` and `ask_strategy.order_book_max` on the configured orderbook side are validated for a profitable sell-possibility based on the strategy configuration and the sell order is placed at the first profitable spot.
+When selling with the orderbook enabled (`ask_strategy.use_order_book=True`), Freqtrade fetches the `ask_strategy.order_book_max` entries in the orderbook. Then each of the orderbook steps between `ask_strategy.order_book_min` and `ask_strategy.order_book_max` on the configured orderbook side are validated for a profitable sell-possibility based on the strategy configuration (`minimal_roi` conditions) and the sell order is placed at the first profitable spot.
 
 !!! Note
     Using `order_book_max` higher than `order_book_min` only makes sense when ask_strategy.price_side is set to `"ask"`.

From 2f54aff0ce25d04edf25f9663c62c9138cabf622 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 4 Mar 2020 06:44:47 +0100
Subject: [PATCH 0695/1106] Improve documentation wording for price sides

---
 docs/configuration.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index c2c144541..7e33f1528 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -485,7 +485,8 @@ If `bid_strategy.price_side` is set to `"bid"`, then the bot will use 99 as buyi
 In line with that, if `bid_strategy.price_side` is set to `"ask"`, then the bot will use 101 as buying price.
 
 Using `ask` price often guarantees quicker filled orders, but the bot can also end up paying more than what would have been necessary.
-
+Taker fees instead of maker fees will most likely apply even when using limit buy orders.
+Also, prices at the "ask" side of the spread are higher than prices at the "bid" side in the orderbook, so the order behaves similar to a market order (however with a maximum price).
 
 #### Buy price with Orderbook enabled
 

From 090d1e8a709d9c0abcbd1cff667207f4e22d25dd Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Wed, 4 Mar 2020 20:51:09 +0100
Subject: [PATCH 0696/1106] Alignment and cleanups

---
 freqtrade/optimize/hyperopt.py  | 38 +++++++++++++++++++--------------
 tests/optimize/test_hyperopt.py |  4 +---
 2 files changed, 23 insertions(+), 19 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 7937ad611..bc0a0d58f 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -154,7 +154,7 @@ class Hyperopt:
         """
         num_trials = len(self.trials)
         if num_trials > self.num_trials_saved:
-            logger.info(f"Saving {num_trials} {plural(num_trials, 'epoch')}.")
+            logger.debug(f"Saving {num_trials} {plural(num_trials, 'epoch')}.")
             dump(self.trials, self.trials_file)
             self.num_trials_saved = num_trials
         if final:
@@ -322,7 +322,6 @@ class Hyperopt:
         trials['is_profit'] = False
         trials.loc[trials['is_initial_point'], 'Best'] = '*'
         trials.loc[trials['is_best'], 'Best'] = 'Best'
-        trials['Objective'] = trials['Objective'].astype(str)
         trials.loc[trials['Total profit'] > 0, 'is_profit'] = True
         trials['Trades'] = trials['Trades'].astype(str)
 
@@ -336,14 +335,15 @@ class Hyperopt:
             lambda x: ('{:,.1f} m'.format(x)).rjust(7, ' ') if not isna(x) else "--".rjust(7, ' ')
         )
         trials['Objective'] = trials['Objective'].apply(
-            lambda x: str(x).rjust(10, ' ') if str(x) != str(100000) else "N/A".rjust(10, ' ')
+            lambda x: '{:,.5f}'.format(x).rjust(8, ' ') if x != 100000 else "N/A".rjust(8, ' ')
         )
 
         trials['Profit'] = trials.apply(
-            lambda x: '{:,.8f} {} ({:,.2f}%)'.format(
+            lambda x: '{:,.8f} {} {}'.format(
                 x['Total profit'], config['stake_currency'],
-                x['Profit']).rjust(24+len(config['stake_currency']))
-            if x['Total profit'] != 0.0 else '--'.rjust(24+len(config['stake_currency'])),
+                '({:,.2f}%)'.format(x['Profit']).rjust(10, ' ')
+            ).rjust(25+len(config['stake_currency']))
+            if x['Total profit'] != 0.0 else '--'.rjust(25+len(config['stake_currency'])),
             axis=1
         )
         trials = trials.drop(columns=['Total profit'])
@@ -351,27 +351,33 @@ class Hyperopt:
         if print_colorized:
             for i in range(len(trials)):
                 if trials.loc[i]['is_profit']:
-                    for z in range(len(trials.loc[i])-3):
-                        trials.iat[i, z] = "{}{}{}".format(
-                            Fore.GREEN, str(trials.loc[i][z]), Fore.RESET)
+                    for j in range(len(trials.loc[i])-3):
+                        trials.iat[i, j] = "{}{}{}".format(Fore.GREEN,
+                                                           str(trials.loc[i][j]), Fore.RESET)
                 if trials.loc[i]['is_best'] and highlight_best:
-                    for z in range(len(trials.loc[i])-3):
-                        trials.iat[i, z] = "{}{}{}".format(
-                            Style.BRIGHT, str(trials.loc[i][z]), Style.RESET_ALL)
+                    for j in range(len(trials.loc[i])-3):
+                        trials.iat[i, j] = "{}{}{}".format(Style.BRIGHT,
+                                                           str(trials.loc[i][j]), Style.RESET_ALL)
 
         trials = trials.drop(columns=['is_initial_point', 'is_best', 'is_profit'])
         if remove_header > 0:
             table = tabulate.tabulate(
-                trials.to_dict(orient='list'), tablefmt='orgtbl', headers='keys', stralign="right")
-            # print(table)
+                trials.to_dict(orient='list'), tablefmt='orgtbl',
+                headers='keys', stralign="right"
+            )
+
             table = table.split("\n", remove_header)[remove_header]
         elif remove_header < 0:
             table = tabulate.tabulate(
-                trials.to_dict(orient='list'), tablefmt='psql', headers='keys', stralign="right")
+                trials.to_dict(orient='list'), tablefmt='psql',
+                headers='keys', stralign="right"
+            )
             table = "\n".join(table.split("\n")[0:remove_header])
         else:
             table = tabulate.tabulate(
-                trials.to_dict(orient='list'), tablefmt='psql', headers='keys', stralign="right")
+                trials.to_dict(orient='list'), tablefmt='psql',
+                headers='keys', stralign="right"
+            )
         print(table)
 
     def has_space(self, space: str) -> bool:
diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index 5820cc9f9..0e35ff827 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -410,7 +410,7 @@ def test_log_results_if_loss_improves(hyperopt, capsys) -> None:
     )
     out, err = capsys.readouterr()
     assert all(x in out
-               for x in ["Best", "2/2", " 1", "0.10%", "0.00100000 BTC (1.00%)", "20.0 m"])
+               for x in ["Best", "2/2", " 1", "0.10%", "0.00100000 BTC    (1.00%)", "20.0 m"])
 
 
 def test_no_log_if_loss_does_not_improve(hyperopt, caplog) -> None:
@@ -432,13 +432,11 @@ def test_save_trials_saves_trials(mocker, hyperopt, testdatadir, caplog) -> None
 
     hyperopt.trials = trials
     hyperopt.save_trials(final=True)
-    assert log_has("Saving 1 epoch.", caplog)
     assert log_has(f"1 epoch saved to '{trials_file}'.", caplog)
     mock_dump.assert_called_once()
 
     hyperopt.trials = trials + trials
     hyperopt.save_trials(final=True)
-    assert log_has("Saving 2 epochs.", caplog)
     assert log_has(f"2 epochs saved to '{trials_file}'.", caplog)
 
 

From 7606d814fa3158f7383ecca47e60ebb9c8be9595 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Thu, 5 Mar 2020 01:58:33 +0100
Subject: [PATCH 0697/1106] Initial work on csv-file export. Missing docs and
 tests

---
 freqtrade/commands/arguments.py          |  3 +-
 freqtrade/commands/cli_options.py        |  6 +++
 freqtrade/commands/hyperopt_commands.py  | 12 +++++
 freqtrade/configuration/configuration.py |  3 ++
 freqtrade/optimize/hyperopt.py           | 58 ++++++++++++++++++++++++
 5 files changed, 81 insertions(+), 1 deletion(-)

diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 73e77d69d..8a8b06782 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -69,7 +69,8 @@ ARGS_HYPEROPT_LIST = ["hyperopt_list_best", "hyperopt_list_profitable",
                       "hyperopt_list_min_avg_time", "hyperopt_list_max_avg_time",
                       "hyperopt_list_min_avg_profit", "hyperopt_list_max_avg_profit",
                       "hyperopt_list_min_total_profit", "hyperopt_list_max_total_profit",
-                      "print_colorized", "print_json", "hyperopt_list_no_details"]
+                      "print_colorized", "print_json", "hyperopt_list_no_details",
+                      "export_csv"]
 
 ARGS_HYPEROPT_SHOW = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperopt_show_index",
                       "print_json", "hyperopt_show_no_header"]
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index ef674c5c2..77fba8eef 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -221,6 +221,12 @@ AVAILABLE_CLI_OPTIONS = {
         action='store_true',
         default=False,
     ),
+    "export_csv": Arg(
+        '--export-csv',
+        help='Export to CSV-File. Put + in front of filename to overwrite.'
+        'Example: --export-csv +hyperopt.csv',
+        metavar='FILE',
+    ),
     "hyperopt_jobs": Arg(
         '-j', '--job-workers',
         help='The number of concurrently running jobs for hyperoptimization '
diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index 4803f6885..f4f119351 100755
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -21,6 +21,7 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
 
     print_colorized = config.get('print_colorized', False)
     print_json = config.get('print_json', False)
+    export_csv = config.get('export_csv', None)
     no_details = config.get('hyperopt_list_no_details', False)
     no_header = False
 
@@ -59,6 +60,17 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
         sorted_trials = sorted(trials, key=itemgetter('loss'))
         results = sorted_trials[0]
         Hyperopt.print_epoch_details(results, total_epochs, print_json, no_header)
+    print(export_csv)
+    if trials and export_csv:
+        overwrite_csv = False
+        if export_csv[0] == '+':
+            overwrite_csv = True
+            export_csv = export_csv[1:]
+
+        Hyperopt.export_csv_file(
+            config, trials, total_epochs,
+            not filteroptions['only_best'], export_csv, overwrite_csv
+        )
 
 
 def start_hyperopt_show(args: Dict[str, Any]) -> None:
diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index 6a0441957..0645d72be 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -282,6 +282,9 @@ class Configuration:
         self._args_to_config(config, argname='print_json',
                              logstring='Parameter --print-json detected ...')
 
+        self._args_to_config(config, argname='export_csv',
+                             logstring='Parameter --export-csv detected: {}')
+
         self._args_to_config(config, argname='hyperopt_jobs',
                              logstring='Parameter -j/--job-workers detected: {}')
 
diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index e9ab469f4..d397c720c 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -23,6 +23,8 @@ from joblib import (Parallel, cpu_count, delayed, dump, load,
                     wrap_non_picklable_objects)
 from pandas import DataFrame, json_normalize, isna
 import tabulate
+from os import path
+import io
 
 from freqtrade.data.converter import trim_dataframe
 from freqtrade.data.history import get_timerange
@@ -381,6 +383,62 @@ class Hyperopt:
             )
         print(table)
 
+    @staticmethod
+    def export_csv_file(config: dict, results: list, total_epochs: int, highlight_best: bool,
+                        csv_file: str, overwrite: bool) -> None:
+        """
+        Log result to csv-file
+        """
+        if not results:
+            return
+
+        # Verification for owerwrite
+        if not overwrite and path.isfile(csv_file):
+            logging.error("CSV-File already exists and no overwrite specified!")
+            return
+
+        try:
+            io.open(csv_file, 'w+').close()
+        except IOError:
+            logging.error("Filed to create/overwrite CSV-File!")
+            return
+
+        trials = json_normalize(results, max_level=1)
+        trials['Best'] = ''
+        trials['Stake currency'] = config['stake_currency']
+        trials = trials[['Best', 'current_epoch', 'results_metrics.trade_count',
+                         'results_metrics.avg_profit', 'results_metrics.total_profit',
+                         'Stake currency', 'results_metrics.profit', 'results_metrics.duration',
+                         'loss', 'is_initial_point', 'is_best']]
+        trials.columns = ['Best', 'Epoch', 'Trades', 'Avg profit', 'Total profit', 'Stake currency',
+                          'Profit', 'Avg duration', 'Objective', 'is_initial_point', 'is_best']
+        trials['is_profit'] = False
+        trials.loc[trials['is_initial_point'], 'Best'] = '*'
+        trials.loc[trials['is_best'], 'Best'] = 'Best'
+        trials.loc[trials['Total profit'] > 0, 'is_profit'] = True
+        trials['Epoch'] = trials['Epoch'].astype(str)
+        trials['Trades'] = trials['Trades'].astype(str)
+
+        trials['Total profit'] = trials['Total profit'].apply(
+            lambda x: '{:,.8f}'.format(x) if x != 0.0 else "--"
+        )
+        trials['Profit'] = trials['Profit'].apply(
+            lambda x: '{:,.2f}'.format(x) if not isna(x) else "--"
+        )
+        trials['Avg profit'] = trials['Avg profit'].apply(
+            lambda x: ('{:,.2f}%'.format(x)) if not isna(x) else "--"
+        )
+        trials['Avg duration'] = trials['Avg duration'].apply(
+            lambda x: ('{:,.1f} m'.format(x)) if not isna(x) else "--"
+        )
+        trials['Objective'] = trials['Objective'].apply(
+            lambda x: '{:,.5f}'.format(x) if x != 100000 else "N/A"
+        )
+
+        trials = trials.drop(columns=['is_initial_point', 'is_best', 'is_profit'])
+        trials.to_csv(csv_file, index=False, header=True, mode='w', encoding='UTF-8')
+        print("CSV-File created!")
+
     def has_space(self, space: str) -> bool:
         """
         Tell if the space value is contained in the configuration

From 97b194a45485310199b76abadba46446f31ab42f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 5 Mar 2020 06:20:36 +0100
Subject: [PATCH 0698/1106] Throttle may take longer than .10s on slow machines

This made this test fluky on windows CI ...
---
 tests/test_worker.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/test_worker.py b/tests/test_worker.py
index 7b446ac6a..839f7cdac 100644
--- a/tests/test_worker.py
+++ b/tests/test_worker.py
@@ -60,7 +60,7 @@ def test_throttle(mocker, default_conf, caplog) -> None:
 
     assert result == 42
     assert end - start > 0.1
-    assert log_has_re(r"Throttling with 'throttled_func\(\)': sleep for 0\.10 s.*", caplog)
+    assert log_has_re(r"Throttling with 'throttled_func\(\)': sleep for \d\.\d{2} s.*", caplog)
 
     result = worker._throttle(throttled_func, throttle_secs=-1)
     assert result == 42

From 7a3660cd6b0abca9dc42017f0c2303c602e05a67 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Thu, 5 Mar 2020 17:44:21 +0300
Subject: [PATCH 0699/1106] Adjust webhook tests

---
 tests/rpc/test_rpc_webhook.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/tests/rpc/test_rpc_webhook.py b/tests/rpc/test_rpc_webhook.py
index 3f3f36766..1ced62746 100644
--- a/tests/rpc/test_rpc_webhook.py
+++ b/tests/rpc/test_rpc_webhook.py
@@ -28,12 +28,12 @@ def get_webhook_dict() -> dict:
         "webhooksell": {
             "value1": "Selling {pair}",
             "value2": "limit {limit:8f}",
-            "value3": "profit: {profit_amount:8f} {stake_currency}"
+            "value3": "profit: {profit_amount:8f} {stake_currency} ({profit_ratio})"
         },
         "webhooksellcancel": {
             "value1": "Cancelling Open Sell Order for {pair}",
             "value2": "limit {limit:8f}",
-            "value3": "profit: {profit_amount:8f} {stake_currency}"
+            "value3": "profit: {profit_amount:8f} {stake_currency} ({profit_ratio})"
         },
         "webhookstatus": {
             "value1": "Status: {status}",
@@ -110,7 +110,7 @@ def test_send_msg(default_conf, mocker):
         'open_rate': 0.004,
         'current_rate': 0.005,
         'profit_amount': 0.001,
-        'profit_percent': 0.20,
+        'profit_ratio': 0.20,
         'stake_currency': 'BTC',
         'sell_reason': SellType.STOP_LOSS.value
     }
@@ -136,7 +136,7 @@ def test_send_msg(default_conf, mocker):
         'open_rate': 0.004,
         'current_rate': 0.005,
         'profit_amount': 0.001,
-        'profit_percent': 0.20,
+        'profit_ratio': 0.20,
         'stake_currency': 'BTC',
         'sell_reason': SellType.STOP_LOSS.value
     }

From eee5727426fd0001ec8ddfdbf529dac435d503c4 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Thu, 5 Mar 2020 17:44:38 +0300
Subject: [PATCH 0700/1106] Adjust webhook docs

---
 docs/webhook-config.md | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/docs/webhook-config.md b/docs/webhook-config.md
index e53aa8af5..70a41dd46 100644
--- a/docs/webhook-config.md
+++ b/docs/webhook-config.md
@@ -23,12 +23,12 @@ Sample configuration (tested using IFTTT).
         "webhooksell": {
             "value1": "Selling {pair}",
             "value2": "limit {limit:8f}",
-            "value3": "profit: {profit_amount:8f} {stake_currency}"
+            "value3": "profit: {profit_amount:8f} {stake_currency} ({profit_ratio})"
         },
         "webhooksellcancel": {
             "value1": "Cancelling Open Sell Order for {pair}",
             "value2": "limit {limit:8f}",
-            "value3": "profit: {profit_amount:8f} {stake_currency}"
+            "value3": "profit: {profit_amount:8f} {stake_currency} ({profit_ratio})"
         },
         "webhookstatus": {
             "value1": "Status: {status}",
@@ -87,7 +87,7 @@ Possible parameters are:
 * `open_rate`
 * `current_rate`
 * `profit_amount`
-* `profit_percent`
+* `profit_ratio`
 * `stake_currency`
 * `fiat_currency`
 * `sell_reason`
@@ -108,7 +108,7 @@ Possible parameters are:
 * `open_rate`
 * `current_rate`
 * `profit_amount`
-* `profit_percent`
+* `profit_ratio`
 * `stake_currency`
 * `fiat_currency`
 * `sell_reason`

From 91db75a7073763d8c00c1057b5485d50e5103e46 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Thu, 5 Mar 2020 19:43:43 +0100
Subject: [PATCH 0701/1106] Added tests and updated doc

---
 docs/utils.md                           |  3 +++
 freqtrade/commands/cli_options.py       |  3 ++-
 freqtrade/commands/hyperopt_commands.py | 13 +++++++------
 tests/commands/test_commands.py         | 16 +++++++++++++++-
 4 files changed, 27 insertions(+), 8 deletions(-)

diff --git a/docs/utils.md b/docs/utils.md
index cdf0c31af..dd7a9dfe3 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -450,6 +450,9 @@ optional arguments:
                         useful if you are redirecting output to a file.
   --print-json          Print best result detailization in JSON format.
   --no-details          Do not print best epoch details.
+  --export-csv FILE     Export to CSV-File. Put + in front of filename to
+                        overwrite. This will disable table print. Example:
+                        --export-csv +hyperopt.csv
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 77fba8eef..b782c2fb9 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -224,7 +224,8 @@ AVAILABLE_CLI_OPTIONS = {
     "export_csv": Arg(
         '--export-csv',
         help='Export to CSV-File. Put + in front of filename to overwrite.'
-        'Example: --export-csv +hyperopt.csv',
+        ' This will disable table print.'
+        ' Example: --export-csv +hyperopt.csv',
         metavar='FILE',
     ),
     "hyperopt_jobs": Arg(
diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index f4f119351..efc9aba88 100755
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -50,17 +50,18 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
     if print_colorized:
         colorama_init(autoreset=True)
 
-    try:
-        Hyperopt.print_result_table(config, trials, total_epochs,
-                                    not filteroptions['only_best'], print_colorized, 0)
-    except KeyboardInterrupt:
-        print('User interrupted..')
+    if not export_csv:
+        try:
+            Hyperopt.print_result_table(config, trials, total_epochs,
+                                        not filteroptions['only_best'], print_colorized, 0)
+        except KeyboardInterrupt:
+            print('User interrupted..')
 
     if trials and not no_details:
         sorted_trials = sorted(trials, key=itemgetter('loss'))
         results = sorted_trials[0]
         Hyperopt.print_epoch_details(results, total_epochs, print_json, no_header)
-    print(export_csv)
+
     if trials and export_csv:
         overwrite_csv = False
         if export_csv[0] == '+':
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index 3e1c0a581..58e97fd49 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -902,7 +902,21 @@ def test_hyperopt_list(mocker, capsys, hyperopt_results):
     assert all(x not in captured.out
                for x in [" 1/12", " 3/12", " 4/12", " 5/12", " 7/12", " 8/12"
                          " 9/12", " 10/12", " 11/12", " 12/12"])
-
+    args = [
+        "hyperopt-list",
+        "--no-details",
+        "--export-csv", "+test_file.csv"
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_hyperopt_list(pargs)
+    captured = capsys.readouterr()
+    assert all(x in captured.out
+               for x in ["CSV-File created!"])
+    f = Path("test_file.csv")
+    assert 'Best,1,2,-1.25%,-0.00125625,,-2.51,"3,930.0 m",0.43662' in f.read_text()
+    assert f.is_file()
+    f.unlink()
 
 def test_hyperopt_show(mocker, capsys, hyperopt_results):
     mocker.patch(

From f0d56e23a340e77dac0c6cd64ea3de2eeaedc1c4 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Thu, 5 Mar 2020 19:58:01 +0100
Subject: [PATCH 0702/1106] PEP8 fix

---
 tests/commands/test_commands.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index 58e97fd49..f404a4671 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -918,6 +918,7 @@ def test_hyperopt_list(mocker, capsys, hyperopt_results):
     assert f.is_file()
     f.unlink()
 
+
 def test_hyperopt_show(mocker, capsys, hyperopt_results):
     mocker.patch(
         'freqtrade.optimize.hyperopt.Hyperopt.load_previous_results',

From 4474482307cb280bd3119dc7a34b96cb3582339b Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Thu, 5 Mar 2020 20:44:29 +0100
Subject: [PATCH 0703/1106] unifying get_sell_rate with get_buy_rate

---
 freqtrade/freqtradebot.py | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 4cbacdb1e..c800e4f7f 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -246,7 +246,7 @@ class FreqtradeBot:
         if 'use_order_book' in bid_strategy and bid_strategy.get('use_order_book', False):
             logger.info(
                 f"Getting price from order book {bid_strategy['price_side'].capitalize()} side."
-                )
+            )
             order_book_top = bid_strategy.get('order_book_top', 1)
             order_book = self.exchange.get_order_book(pair, order_book_top)
             logger.debug('order_book %s', order_book)
@@ -643,14 +643,16 @@ class FreqtradeBot:
                 logger.info(f"Using cached sell rate for {pair}.")
                 return rate
 
-        config_ask_strategy = self.config.get('ask_strategy', {})
-        if config_ask_strategy.get('use_order_book', False):
+        ask_strategy = self.config.get('ask_strategy', {})
+        if ask_strategy.get('use_order_book', False):
             # This code is only used for notifications, selling uses the generator directly
-            logger.debug('Using order book to get sell rate')
-            rate = next(self._order_book_gen(pair, f"{config_ask_strategy['price_side']}s"))
+            logger.info(
+                f"Getting price from order book {ask_strategy['price_side'].capitalize()} side."
+            )
+            rate = next(self._order_book_gen(pair, f"{ask_strategy['price_side']}s"))
 
         else:
-            rate = self.exchange.fetch_ticker(pair)[config_ask_strategy['price_side']]
+            rate = self.exchange.fetch_ticker(pair)[ask_strategy['price_side']]
         self._sell_rate_cache[pair] = rate
         return rate
 

From 0587256733a1f9df8deb4ac4c6f63a2ded10e274 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Thu, 5 Mar 2020 21:57:01 +0100
Subject: [PATCH 0704/1106] minor create_trade() optimization

---
 freqtrade/freqtradebot.py | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 4cbacdb1e..e5ae9043a 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -246,7 +246,7 @@ class FreqtradeBot:
         if 'use_order_book' in bid_strategy and bid_strategy.get('use_order_book', False):
             logger.info(
                 f"Getting price from order book {bid_strategy['price_side'].capitalize()} side."
-                )
+            )
             order_book_top = bid_strategy.get('order_book_top', 1)
             order_book = self.exchange.get_order_book(pair, order_book_top)
             logger.debug('order_book %s', order_book)
@@ -394,21 +394,21 @@ class FreqtradeBot:
             logger.info(f"Pair {pair} is currently locked.")
             return False
 
+        if not self.get_free_open_trades():
+            logger.debug(f"Can't open a new trade for {pair}: max number of trades is reached.")
+            return False
+
+        stake_amount = self.get_trade_stake_amount(pair)
+        if not stake_amount:
+            logger.debug(f"Stake amount is 0, ignoring possible trade for {pair}.")
+            return False
+
         # running get_signal on historical data fetched
         (buy, sell) = self.strategy.get_signal(
             pair, self.strategy.ticker_interval,
             self.dataprovider.ohlcv(pair, self.strategy.ticker_interval))
 
         if buy and not sell:
-            if not self.get_free_open_trades():
-                logger.debug("Can't open a new trade: max number of trades is reached.")
-                return False
-
-            stake_amount = self.get_trade_stake_amount(pair)
-            if not stake_amount:
-                logger.debug(f"Stake amount is 0, ignoring possible trade for {pair}.")
-                return False
-
             logger.info(f"Buy signal found: about create a new trade with stake_amount: "
                         f"{stake_amount} ...")
 

From b8d05d87511c6f29971a1d422b7d57eef9cda5a5 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Thu, 5 Mar 2020 22:14:05 +0100
Subject: [PATCH 0705/1106] found instance of config get without default

---
 freqtrade/freqtradebot.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 4cbacdb1e..4d4ad14fc 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -246,7 +246,7 @@ class FreqtradeBot:
         if 'use_order_book' in bid_strategy and bid_strategy.get('use_order_book', False):
             logger.info(
                 f"Getting price from order book {bid_strategy['price_side'].capitalize()} side."
-                )
+            )
             order_book_top = bid_strategy.get('order_book_top', 1)
             order_book = self.exchange.get_order_book(pair, order_book_top)
             logger.debug('order_book %s', order_book)
@@ -669,7 +669,7 @@ class FreqtradeBot:
         config_ask_strategy = self.config.get('ask_strategy', {})
 
         if (config_ask_strategy.get('use_sell_signal', True) or
-                config_ask_strategy.get('ignore_roi_if_buy_signal')):
+                config_ask_strategy.get('ignore_roi_if_buy_signal', False)):
             (buy, sell) = self.strategy.get_signal(
                 trade.pair, self.strategy.ticker_interval,
                 self.dataprovider.ohlcv(trade.pair, self.strategy.ticker_interval))

From 78908e24965405a13755f62cf25659d26c55cd51 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 6 Mar 2020 15:47:16 +0100
Subject: [PATCH 0706/1106] Fix travis build failure

---
 .travis.yml | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/.travis.yml b/.travis.yml
index ec688a1f4..0cb76b78b 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,4 +1,3 @@
-sudo: true
 os:
 - linux
 dist: xenial
@@ -11,10 +10,10 @@ env:
   global:
     - IMAGE_NAME=freqtradeorg/freqtrade
 install:
-- cd build_helpers && ./install_ta-lib.sh ${HOME}/dependencies/; cd ..
+- cd build_helpers && ./install_ta-lib.sh ${HOME}/dependencies; cd ..
 - export LD_LIBRARY_PATH=${HOME}/dependencies/lib:$LD_LIBRARY_PATH
 - export TA_LIBRARY_PATH=${HOME}/dependencies/lib
-- export TA_INCLUDE_PATH=${HOME}/dependencies/lib/include
+- export TA_INCLUDE_PATH=${HOME}/dependencies/include
 - pip install -r requirements-dev.txt
 - pip install -e .
 jobs:

From 93fc14d72653caae85bc7ae5139418c0ac0b3b3a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 7 Mar 2020 11:52:02 +0100
Subject: [PATCH 0707/1106] Exchange dependencies to coingekko

---
 requirements-common.txt | 2 +-
 setup.py                | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 10d567a96..a844e81bc 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -11,7 +11,7 @@ wrapt==1.12.0
 jsonschema==3.2.0
 TA-Lib==0.4.17
 tabulate==0.8.6
-coinmarketcap==5.0.3
+pycoingecko==1.2.0
 jinja2==2.11.1
 
 # find first, C search in arrays
diff --git a/setup.py b/setup.py
index 63a595f32..7890f862e 100644
--- a/setup.py
+++ b/setup.py
@@ -73,7 +73,7 @@ setup(name='freqtrade',
           'jsonschema',
           'TA-Lib',
           'tabulate',
-          'coinmarketcap',
+          'pycoingecko',
           'py_find_1st',
           'python-rapidjson',
           'sdnotify',

From df5adb6ca59358aa2df47039b66deb89f900dda0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 7 Mar 2020 11:52:26 +0100
Subject: [PATCH 0708/1106] Exchange coingekko for coinmarketcap

---
 freqtrade/rpc/fiat_convert.py  | 52 ++++++++++++++++----------------
 tests/conftest.py              | 24 +++++++--------
 tests/rpc/test_fiat_convert.py | 54 +++++++++++++++++-----------------
 3 files changed, 65 insertions(+), 65 deletions(-)

diff --git a/freqtrade/rpc/fiat_convert.py b/freqtrade/rpc/fiat_convert.py
index d40f9221e..99d06dde0 100644
--- a/freqtrade/rpc/fiat_convert.py
+++ b/freqtrade/rpc/fiat_convert.py
@@ -7,7 +7,7 @@ import logging
 import time
 from typing import Dict, List
 
-from coinmarketcap import Market
+from pycoingecko import CoinGeckoAPI
 
 from freqtrade.constants import SUPPORTED_FIAT
 
@@ -38,8 +38,8 @@ class CryptoFiat:
         # Private attributes
         self._expiration = 0.0
 
-        self.crypto_symbol = crypto_symbol.upper()
-        self.fiat_symbol = fiat_symbol.upper()
+        self.crypto_symbol = crypto_symbol.lower()
+        self.fiat_symbol = fiat_symbol.lower()
         self.set_price(price=price)
 
     def set_price(self, price: float) -> None:
@@ -67,17 +67,20 @@ class CryptoToFiatConverter:
     This object is also a Singleton
     """
     __instance = None
-    _coinmarketcap: Market = None
+    _coingekko: CoinGeckoAPI = None
 
     _cryptomap: Dict = {}
 
     def __new__(cls):
+        """
+        This class is a singleton - should not be instanciated twice.
+        """
         if CryptoToFiatConverter.__instance is None:
             CryptoToFiatConverter.__instance = object.__new__(cls)
             try:
-                CryptoToFiatConverter._coinmarketcap = Market()
+                CryptoToFiatConverter._coingekko = CoinGeckoAPI()
             except BaseException:
-                CryptoToFiatConverter._coinmarketcap = None
+                CryptoToFiatConverter._coingekko = None
         return CryptoToFiatConverter.__instance
 
     def __init__(self) -> None:
@@ -86,14 +89,12 @@ class CryptoToFiatConverter:
 
     def _load_cryptomap(self) -> None:
         try:
-            coinlistings = self._coinmarketcap.listings()
-            self._cryptomap = dict(map(lambda coin: (coin["symbol"], str(coin["id"])),
-                                       coinlistings["data"]))
-        except (BaseException) as exception:
+            coinlistings = self._coingekko.get_coins_list()
+            # Create mapping table from synbol to coingekko_id
+            self._cryptomap = {x['symbol']: x['id'] for x in coinlistings}
+        except (Exception) as exception:
             logger.error(
-                "Could not load FIAT Cryptocurrency map for the following problem: %s",
-                type(exception).__name__
-            )
+                f"Could not load FIAT Cryptocurrency map for the following problem: {exception}")
 
     def convert_amount(self, crypto_amount: float, crypto_symbol: str, fiat_symbol: str) -> float:
         """
@@ -115,8 +116,8 @@ class CryptoToFiatConverter:
         :param fiat_symbol: FIAT currency you want to convert to (e.g USD)
         :return: Price in FIAT
         """
-        crypto_symbol = crypto_symbol.upper()
-        fiat_symbol = fiat_symbol.upper()
+        crypto_symbol = crypto_symbol.lower()
+        fiat_symbol = fiat_symbol.lower()
 
         # Check if the fiat convertion you want is supported
         if not self._is_supported_fiat(fiat=fiat_symbol):
@@ -170,15 +171,13 @@ class CryptoToFiatConverter:
         :return: bool, True supported, False not supported
         """
 
-        fiat = fiat.upper()
-
-        return fiat in SUPPORTED_FIAT
+        return fiat.upper() in SUPPORTED_FIAT
 
     def _find_price(self, crypto_symbol: str, fiat_symbol: str) -> float:
         """
-        Call CoinMarketCap API to retrieve the price in the FIAT
-        :param crypto_symbol: Crypto-currency you want to convert (e.g BTC)
-        :param fiat_symbol: FIAT currency you want to convert to (e.g USD)
+        Call CoinGekko API to retrieve the price in the FIAT
+        :param crypto_symbol: Crypto-currency you want to convert (e.g btc)
+        :param fiat_symbol: FIAT currency you want to convert to (e.g usd)
         :return: float, price of the crypto-currency in Fiat
         """
         # Check if the fiat convertion you want is supported
@@ -195,12 +194,13 @@ class CryptoToFiatConverter:
             return 0.0
 
         try:
+            _gekko_id = self._cryptomap[crypto_symbol]
             return float(
-                self._coinmarketcap.ticker(
-                    currency=self._cryptomap[crypto_symbol],
-                    convert=fiat_symbol
-                )['data']['quotes'][fiat_symbol.upper()]['price']
+                self._coingekko.get_price(
+                    ids=_gekko_id,
+                    vs_currencies=fiat_symbol
+                )[_gekko_id][fiat_symbol]
             )
-        except BaseException as exception:
+        except Exception as exception:
             logger.error("Error in _find_price: %s", exception)
             return 0.0
diff --git a/tests/conftest.py b/tests/conftest.py
index 000f62868..e8e3fe9e3 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -167,23 +167,23 @@ def patch_get_signal(freqtrade: FreqtradeBot, value=(True, False)) -> None:
 
 
 @pytest.fixture(autouse=True)
-def patch_coinmarketcap(mocker) -> None:
+def patch_coingekko(mocker) -> None:
     """
-    Mocker to coinmarketcap to speed up tests
-    :param mocker: mocker to patch coinmarketcap class
+    Mocker to coingekko to speed up tests
+    :param mocker: mocker to patch coingekko class
     :return: None
     """
 
-    tickermock = MagicMock(return_value={'price_usd': 12345.0})
-    listmock = MagicMock(return_value={'data': [{'id': 1, 'name': 'Bitcoin', 'symbol': 'BTC',
-                                                 'website_slug': 'bitcoin'},
-                                                {'id': 1027, 'name': 'Ethereum', 'symbol': 'ETH',
-                                                 'website_slug': 'ethereum'}
-                                                ]})
+    tickermock = MagicMock(return_value={'bitcoin': {'usd': 12345.0}, 'ethereum': {'usd': 12345.0}})
+    listmock = MagicMock(return_value=[{'id': 'bitcoin', 'name': 'Bitcoin', 'symbol': 'btc',
+                                        'website_slug': 'bitcoin'},
+                                       {'id': 'ethereum', 'name': 'Ethereum', 'symbol': 'eth',
+                                        'website_slug': 'ethereum'}
+                                       ])
     mocker.patch.multiple(
-        'freqtrade.rpc.fiat_convert.Market',
-        ticker=tickermock,
-        listings=listmock,
+        'freqtrade.rpc.fiat_convert.CoinGeckoAPI',
+        get_price=tickermock,
+        get_coins_list=listmock,
 
     )
 
diff --git a/tests/rpc/test_fiat_convert.py b/tests/rpc/test_fiat_convert.py
index 05760ce25..ed21bc516 100644
--- a/tests/rpc/test_fiat_convert.py
+++ b/tests/rpc/test_fiat_convert.py
@@ -8,7 +8,7 @@ import pytest
 from requests.exceptions import RequestException
 
 from freqtrade.rpc.fiat_convert import CryptoFiat, CryptoToFiatConverter
-from tests.conftest import log_has
+from tests.conftest import log_has, log_has_re
 
 
 def test_pair_convertion_object():
@@ -22,8 +22,8 @@ def test_pair_convertion_object():
     assert pair_convertion.CACHE_DURATION == 6 * 60 * 60
 
     # Check a regular usage
-    assert pair_convertion.crypto_symbol == 'BTC'
-    assert pair_convertion.fiat_symbol == 'USD'
+    assert pair_convertion.crypto_symbol == 'btc'
+    assert pair_convertion.fiat_symbol == 'usd'
     assert pair_convertion.price == 12345.0
     assert pair_convertion.is_expired() is False
 
@@ -57,15 +57,15 @@ def test_fiat_convert_add_pair(mocker):
     fiat_convert._add_pair(crypto_symbol='btc', fiat_symbol='usd', price=12345.0)
     pair_len = len(fiat_convert._pairs)
     assert pair_len == 1
-    assert fiat_convert._pairs[0].crypto_symbol == 'BTC'
-    assert fiat_convert._pairs[0].fiat_symbol == 'USD'
+    assert fiat_convert._pairs[0].crypto_symbol == 'btc'
+    assert fiat_convert._pairs[0].fiat_symbol == 'usd'
     assert fiat_convert._pairs[0].price == 12345.0
 
     fiat_convert._add_pair(crypto_symbol='btc', fiat_symbol='Eur', price=13000.2)
     pair_len = len(fiat_convert._pairs)
     assert pair_len == 2
-    assert fiat_convert._pairs[1].crypto_symbol == 'BTC'
-    assert fiat_convert._pairs[1].fiat_symbol == 'EUR'
+    assert fiat_convert._pairs[1].crypto_symbol == 'btc'
+    assert fiat_convert._pairs[1].fiat_symbol == 'eur'
     assert fiat_convert._pairs[1].price == 13000.2
 
 
@@ -100,15 +100,15 @@ def test_fiat_convert_get_price(mocker):
 
     fiat_convert = CryptoToFiatConverter()
 
-    with pytest.raises(ValueError, match=r'The fiat US DOLLAR is not supported.'):
-        fiat_convert.get_price(crypto_symbol='BTC', fiat_symbol='US Dollar')
+    with pytest.raises(ValueError, match=r'The fiat us dollar is not supported.'):
+        fiat_convert.get_price(crypto_symbol='btc', fiat_symbol='US Dollar')
 
     # Check the value return by the method
     pair_len = len(fiat_convert._pairs)
     assert pair_len == 0
-    assert fiat_convert.get_price(crypto_symbol='BTC', fiat_symbol='USD') == 28000.0
-    assert fiat_convert._pairs[0].crypto_symbol == 'BTC'
-    assert fiat_convert._pairs[0].fiat_symbol == 'USD'
+    assert fiat_convert.get_price(crypto_symbol='btc', fiat_symbol='usd') == 28000.0
+    assert fiat_convert._pairs[0].crypto_symbol == 'btc'
+    assert fiat_convert._pairs[0].fiat_symbol == 'usd'
     assert fiat_convert._pairs[0].price == 28000.0
     assert fiat_convert._pairs[0]._expiration != 0
     assert len(fiat_convert._pairs) == 1
@@ -116,13 +116,13 @@ def test_fiat_convert_get_price(mocker):
     # Verify the cached is used
     fiat_convert._pairs[0].price = 9867.543
     expiration = fiat_convert._pairs[0]._expiration
-    assert fiat_convert.get_price(crypto_symbol='BTC', fiat_symbol='USD') == 9867.543
+    assert fiat_convert.get_price(crypto_symbol='btc', fiat_symbol='usd') == 9867.543
     assert fiat_convert._pairs[0]._expiration == expiration
 
     # Verify the cache expiration
     expiration = time.time() - 2 * 60 * 60
     fiat_convert._pairs[0]._expiration = expiration
-    assert fiat_convert.get_price(crypto_symbol='BTC', fiat_symbol='USD') == 28000.0
+    assert fiat_convert.get_price(crypto_symbol='btc', fiat_symbol='usd') == 28000.0
     assert fiat_convert._pairs[0]._expiration is not expiration
 
 
@@ -143,15 +143,15 @@ def test_loadcryptomap(mocker):
     fiat_convert = CryptoToFiatConverter()
     assert len(fiat_convert._cryptomap) == 2
 
-    assert fiat_convert._cryptomap["BTC"] == "1"
+    assert fiat_convert._cryptomap["btc"] == "bitcoin"
 
 
 def test_fiat_init_network_exception(mocker):
     # Because CryptoToFiatConverter is a Singleton we reset the listings
     listmock = MagicMock(side_effect=RequestException)
     mocker.patch.multiple(
-        'freqtrade.rpc.fiat_convert.Market',
-        listings=listmock,
+        'freqtrade.rpc.fiat_convert.CoinGeckoAPI',
+        get_coins_list=listmock,
     )
     # with pytest.raises(RequestEsxception):
     fiat_convert = CryptoToFiatConverter()
@@ -163,24 +163,24 @@ def test_fiat_init_network_exception(mocker):
 
 
 def test_fiat_convert_without_network(mocker):
-    # Because CryptoToFiatConverter is a Singleton we reset the value of _coinmarketcap
+    # Because CryptoToFiatConverter is a Singleton we reset the value of _coingekko
 
     fiat_convert = CryptoToFiatConverter()
 
-    cmc_temp = CryptoToFiatConverter._coinmarketcap
-    CryptoToFiatConverter._coinmarketcap = None
+    cmc_temp = CryptoToFiatConverter._coingekko
+    CryptoToFiatConverter._coingekko = None
 
-    assert fiat_convert._coinmarketcap is None
-    assert fiat_convert._find_price(crypto_symbol='BTC', fiat_symbol='USD') == 0.0
-    CryptoToFiatConverter._coinmarketcap = cmc_temp
+    assert fiat_convert._coingekko is None
+    assert fiat_convert._find_price(crypto_symbol='btc', fiat_symbol='usd') == 0.0
+    CryptoToFiatConverter._coingekko = cmc_temp
 
 
 def test_fiat_invalid_response(mocker, caplog):
     # Because CryptoToFiatConverter is a Singleton we reset the listings
     listmock = MagicMock(return_value="{'novalidjson':DEADBEEFf}")
     mocker.patch.multiple(
-        'freqtrade.rpc.fiat_convert.Market',
-        listings=listmock,
+        'freqtrade.rpc.fiat_convert.CoinGeckoAPI',
+        get_coins_list=listmock,
     )
     # with pytest.raises(RequestEsxception):
     fiat_convert = CryptoToFiatConverter()
@@ -189,8 +189,8 @@ def test_fiat_invalid_response(mocker, caplog):
 
     length_cryptomap = len(fiat_convert._cryptomap)
     assert length_cryptomap == 0
-    assert log_has('Could not load FIAT Cryptocurrency map for the following problem: TypeError',
-                   caplog)
+    assert log_has_re('Could not load FIAT Cryptocurrency map for the following problem: .*',
+                      caplog)
 
 
 def test_convert_amount(mocker):

From acea49beaf364bc9890a4d08e0897fe45fd8ff0e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 7 Mar 2020 13:01:26 +0100
Subject: [PATCH 0709/1106] Fix tests / test mocks

---
 tests/rpc/test_rpc.py          | 22 +++++++++++-----------
 tests/rpc/test_rpc_telegram.py |  2 +-
 2 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index 6319ab9e6..47ffb771b 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -95,8 +95,8 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
 
 def test_rpc_status_table(default_conf, ticker, fee, mocker) -> None:
     mocker.patch.multiple(
-        'freqtrade.rpc.fiat_convert.Market',
-        ticker=MagicMock(return_value={'price_usd': 15000.0}),
+        'freqtrade.rpc.fiat_convert.CoinGeckoAPI',
+        get_price=MagicMock(return_value={'bitcoin': {'usd': 15000.0}}),
     )
     mocker.patch('freqtrade.rpc.rpc.CryptoToFiatConverter._find_price', return_value=15000.0)
     mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
@@ -178,7 +178,7 @@ def test_rpc_daily_profit(default_conf, update, ticker, fee,
                 day[1] == '0.00006217 BTC')
 
         assert (day[2] == '0.000 USD' or
-                day[2] == '0.933 USD')
+                day[2] == '0.767 USD')
     # ensure first day is current date
     assert str(days[0][0]) == str(datetime.utcnow().date())
 
@@ -190,8 +190,8 @@ def test_rpc_daily_profit(default_conf, update, ticker, fee,
 def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
                               limit_buy_order, limit_sell_order, mocker) -> None:
     mocker.patch.multiple(
-        'freqtrade.rpc.fiat_convert.Market',
-        ticker=MagicMock(return_value={'price_usd': 15000.0}),
+        'freqtrade.rpc.fiat_convert.CoinGeckoAPI',
+        get_price=MagicMock(return_value={'bitcoin': {'usd': 15000.0}}),
     )
     mocker.patch('freqtrade.rpc.rpc.CryptoToFiatConverter._find_price', return_value=15000.0)
     mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
@@ -273,8 +273,8 @@ def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
 def test_rpc_trade_statistics_closed(mocker, default_conf, ticker, fee,
                                      ticker_sell_up, limit_buy_order, limit_sell_order):
     mocker.patch.multiple(
-        'freqtrade.rpc.fiat_convert.Market',
-        ticker=MagicMock(return_value={'price_usd': 15000.0}),
+        'freqtrade.rpc.fiat_convert.CoinGeckoAPI',
+        get_price=MagicMock(return_value={'bitcoin': {'usd': 15000.0}}),
     )
     mocker.patch('freqtrade.rpc.fiat_convert.CryptoToFiatConverter._find_price',
                  return_value=15000.0)
@@ -341,8 +341,8 @@ def test_rpc_balance_handle_error(default_conf, mocker):
     # ETH will be skipped due to mocked Error below
 
     mocker.patch.multiple(
-        'freqtrade.rpc.fiat_convert.Market',
-        ticker=MagicMock(return_value={'price_usd': 15000.0}),
+        'freqtrade.rpc.fiat_convert.CoinGeckoAPI',
+        get_price=MagicMock(return_value={'bitcoin': {'usd': 15000.0}}),
     )
     mocker.patch('freqtrade.rpc.rpc.CryptoToFiatConverter._find_price', return_value=15000.0)
     mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
@@ -380,8 +380,8 @@ def test_rpc_balance_handle(default_conf, mocker, tickers):
     }
 
     mocker.patch.multiple(
-        'freqtrade.rpc.fiat_convert.Market',
-        ticker=MagicMock(return_value={'price_usd': 15000.0}),
+        'freqtrade.rpc.fiat_convert.CoinGeckoAPI',
+        get_price=MagicMock(return_value={'bitcoin': {'usd': 15000.0}}),
     )
     mocker.patch('freqtrade.rpc.rpc.CryptoToFiatConverter._find_price', return_value=15000.0)
     mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py
index cea863ac8..d769016c4 100644
--- a/tests/rpc/test_rpc_telegram.py
+++ b/tests/rpc/test_rpc_telegram.py
@@ -1210,7 +1210,7 @@ def test_send_msg_buy_notification(default_conf, mocker) -> None:
            '*Amount:* `1333.33333333`\n' \
            '*Open Rate:* `0.00001099`\n' \
            '*Current Rate:* `0.00001099`\n' \
-           '*Total:* `(0.001000 BTC, 0.000 USD)`'
+           '*Total:* `(0.001000 BTC, 12.345 USD)`'
 
 
 def test_send_msg_buy_cancel_notification(default_conf, mocker) -> None:

From 1b3038390a5298e3774047e5aac46e6d6d9711bb Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 7 Mar 2020 13:05:46 +0100
Subject: [PATCH 0710/1106] Update comment

---
 freqtrade/rpc/fiat_convert.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/rpc/fiat_convert.py b/freqtrade/rpc/fiat_convert.py
index 99d06dde0..4e26432d4 100644
--- a/freqtrade/rpc/fiat_convert.py
+++ b/freqtrade/rpc/fiat_convert.py
@@ -73,7 +73,7 @@ class CryptoToFiatConverter:
 
     def __new__(cls):
         """
-        This class is a singleton - should not be instanciated twice.
+        This class is a singleton - cannot be instantiated twice.
         """
         if CryptoToFiatConverter.__instance is None:
             CryptoToFiatConverter.__instance = object.__new__(cls)

From d51bb9acfb27d090272f9a2b67fbd61cc3d3f898 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 7 Mar 2020 13:11:36 +0100
Subject: [PATCH 0711/1106] Update conda environment file

---
 environment.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/environment.yml b/environment.yml
index 4e8c1efcc..86ea03519 100644
--- a/environment.yml
+++ b/environment.yml
@@ -45,7 +45,7 @@ dependencies:
   - pip:
     # Required for app
     - cython
-    - coinmarketcap
+    - pycoingecko
     - ccxt
     - TA-Lib
     - py_find_1st

From 281cf577d1b63601265361c739fc04b1f404fa37 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 7 Mar 2020 17:03:31 +0100
Subject: [PATCH 0712/1106] Remove unsupported FIAT

---
 freqtrade/constants.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index ac1a8a6a9..54f620631 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -43,7 +43,7 @@ SUPPORTED_FIAT = [
     "EUR", "GBP", "HKD", "HUF", "IDR", "ILS", "INR", "JPY",
     "KRW", "MXN", "MYR", "NOK", "NZD", "PHP", "PKR", "PLN",
     "RUB", "SEK", "SGD", "THB", "TRY", "TWD", "ZAR", "USD",
-    "BTC", "XBT", "ETH", "XRP", "LTC", "BCH", "USDT"
+    "BTC", "ETH", "XRP", "LTC", "BCH"
 ]
 
 MINIMAL_CONFIG = {

From 3208faf7ede6be0898951b8d0bffd2966071f1b7 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 8 Mar 2020 13:35:31 +0300
Subject: [PATCH 0713/1106] Do not use ticker where it's not a ticker

---
 docs/backtesting.md                         |  12 +--
 docs/configuration.md                       |   8 +-
 docs/data-download.md                       |  12 +--
 docs/developer.md                           |   6 +-
 docs/edge.md                                |   2 +-
 docs/exchanges.md                           |   4 +-
 docs/hyperopt.md                            |  17 ++--
 docs/strategy-customization.md              |  17 ++--
 docs/utils.md                               |   6 +-
 freqtrade/commands/arguments.py             |   4 +-
 freqtrade/commands/build_config_commands.py |   2 +-
 freqtrade/commands/cli_options.py           |   2 +-
 freqtrade/configuration/timerange.py        |   2 +-
 freqtrade/data/btanalysis.py                |  10 +-
 freqtrade/data/converter.py                 |  55 +++++------
 freqtrade/data/dataprovider.py              |  14 +--
 freqtrade/data/history/history_utils.py     |  22 ++---
 freqtrade/data/history/idatahandler.py      |  25 +++--
 freqtrade/data/history/jsondatahandler.py   |   4 +-
 freqtrade/edge/edge_positioning.py          |  16 +--
 freqtrade/exchange/exchange.py              |  79 +++++++--------
 freqtrade/freqtradebot.py                   |   8 +-
 freqtrade/misc.py                           |  12 +--
 freqtrade/optimize/backtesting.py           |  48 ++++-----
 freqtrade/optimize/hyperopt.py              |  12 +--
 freqtrade/plot/plotting.py                  |  24 ++---
 freqtrade/strategy/interface.py             |  30 +++---
 freqtrade/templates/base_strategy.py.j2     |   2 +-
 freqtrade/templates/sample_strategy.py      |   2 +-
 tests/conftest.py                           |  23 ++---
 tests/data/test_btanalysis.py               |  11 +--
 tests/data/test_converter.py                |  28 +++---
 tests/data/test_dataprovider.py             |  36 +++----
 tests/data/test_history.py                  |  48 ++++-----
 tests/edge/test_edge.py                     |  26 ++---
 tests/exchange/test_exchange.py             | 102 ++++++++++----------
 tests/optimize/__init__.py                  |  10 +-
 tests/optimize/test_backtesting.py          |  44 ++++-----
 tests/optimize/test_hyperopt.py             |  44 ++++-----
 tests/strategy/strats/default_strategy.py   |   2 +-
 tests/strategy/test_interface.py            |  52 +++++-----
 tests/test_misc.py                          |   8 +-
 tests/test_plotting.py                      |  20 ++--
 43 files changed, 459 insertions(+), 452 deletions(-)

diff --git a/docs/backtesting.md b/docs/backtesting.md
index 79bfa2350..3d08d5332 100644
--- a/docs/backtesting.md
+++ b/docs/backtesting.md
@@ -11,8 +11,8 @@ Now you have good Buy and Sell strategies and some historic data, you want to te
 real data. This is what we call
 [backtesting](https://en.wikipedia.org/wiki/Backtesting).
 
-Backtesting will use the crypto-currencies (pairs) from your config file and load ticker data from `user_data/data/<exchange>` by default.
-If no data is available for the exchange / pair / ticker interval combination, backtesting will ask you to download them first using `freqtrade download-data`.
+Backtesting will use the crypto-currencies (pairs) from your config file and load historical candle (OHCLV) data from `user_data/data/<exchange>` by default.
+If no data is available for the exchange / pair / timeframe (ticker interval) combination, backtesting will ask you to download them first using `freqtrade download-data`.
 For details on downloading, please refer to the [Data Downloading](data-download.md) section in the documentation.
 
 The result of backtesting will confirm if your bot has better odds of making a profit than a loss.
@@ -22,19 +22,19 @@ The result of backtesting will confirm if your bot has better odds of making a p
 
 ### Run a backtesting against the currencies listed in your config file
 
-#### With 5 min tickers (Per default)
+#### With 5 min candle (OHLCV) data (per default)
 
 ```bash
 freqtrade backtesting
 ```
 
-#### With 1 min tickers
+#### With 1 min candle (OHLCV) data
 
 ```bash
 freqtrade backtesting --ticker-interval 1m
 ```
 
-#### Using a different on-disk ticker-data source
+#### Using a different on-disk historical candle (OHLCV) data source
 
 Assume you downloaded the history data from the Bittrex exchange and kept it in the `user_data/data/bittrex-20180101` directory. 
 You can then use this data for backtesting as follows:
@@ -223,7 +223,7 @@ You can then load the trades to perform further analysis as shown in our [data a
 
 To compare multiple strategies, a list of Strategies can be provided to backtesting.
 
-This is limited to 1 ticker-interval per run, however, data is only loaded once from disk so if you have multiple
+This is limited to 1 timeframe (ticker interval) value per run. However, data is only loaded once from disk so if you have multiple
 strategies you'd like to compare, this will give a nice runtime boost.
 
 All listed Strategies need to be in the same directory.
diff --git a/docs/configuration.md b/docs/configuration.md
index 5580b9c68..42018a499 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -47,7 +47,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `amend_last_stake_amount` | Use reduced last stake amount if necessary. [More information below](#configuring-amount-per-trade). <br>*Defaults to `false`.* <br> **Datatype:** Boolean
 | `last_stake_amount_min_ratio` | Defines minimum stake amount that has to be left and executed. Applies only to the last stake amount when it's amended to a reduced value (i.e. if `amend_last_stake_amount` is set to `true`). [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.5`.* <br> **Datatype:** Float (as ratio)
 | `amount_reserve_percent` | Reserve some amount in min pair stake amount. The bot will reserve `amount_reserve_percent` + stoploss value when calculating min pair stake amount in order to avoid possible trade refusals. <br>*Defaults to `0.05` (5%).* <br> **Datatype:** Positive Float as ratio.
-| `ticker_interval` | The ticker interval to use (e.g `1m`, `5m`, `15m`, `30m`, `1h` ...). [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** String
+| `ticker_interval` | The timeframe (ticker interval) to use (e.g `1m`, `5m`, `15m`, `30m`, `1h` ...). [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** String
 | `fiat_display_currency` | Fiat currency used to show your profits. [More information below](#what-values-can-be-used-for-fiat_display_currency). <br> **Datatype:** String
 | `dry_run` | **Required.** Define if the bot must be in Dry Run or production mode. <br>*Defaults to `true`.* <br> **Datatype:** Boolean
 | `dry_run_wallet` | Define the starting amount in stake currency for the simulated wallet used by the bot running in the Dry Run mode.<br>*Defaults to `1000`.* <br> **Datatype:** Float
@@ -113,8 +113,8 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `internals.sd_notify` | Enables use of the sd_notify protocol to tell systemd service manager about changes in the bot state and issue keep-alive pings. See [here](installation.md#7-optional-configure-freqtrade-as-a-systemd-service) for more details. <br> **Datatype:** Boolean
 | `logfile` | Specifies logfile name. Uses a rolling strategy for log file rotation for 10 files with the 1MB limit per file. <br> **Datatype:** String
 | `user_data_dir` | Directory containing user data. <br> *Defaults to `./user_data/`*. <br> **Datatype:** String
-| `dataformat_ohlcv` | Data format to use to store OHLCV historic data. <br> *Defaults to `json`*. <br> **Datatype:** String
-| `dataformat_trades` | Data format to use to store trades historic data. <br> *Defaults to `jsongz`*. <br> **Datatype:** String
+| `dataformat_ohlcv` | Data format to use to store historical candle (OHLCV) data. <br> *Defaults to `json`*. <br> **Datatype:** String
+| `dataformat_trades` | Data format to use to store historical trades data. <br> *Defaults to `jsongz`*. <br> **Datatype:** String
 
 ### Parameters in the strategy
 
@@ -413,7 +413,7 @@ Advanced options can be configured using the `_ft_has_params` setting, which wil
 
 Available options are listed in the exchange-class as `_ft_has_default`.
 
-For example, to test the order type `FOK` with Kraken, and modify candle_limit to 200 (so you only get 200 candles per call):
+For example, to test the order type `FOK` with Kraken, and modify candle limit to 200 (so you only get 200 candles per API call):
 
 ```json
 "exchange": {
diff --git a/docs/data-download.md b/docs/data-download.md
index 76e22f4ea..903d62854 100644
--- a/docs/data-download.md
+++ b/docs/data-download.md
@@ -33,7 +33,7 @@ optional arguments:
                         Specify which tickers to download. Space-separated list. Default: `1m 5m`.
   --erase               Clean all existing data for the selected exchange/pairs/timeframes.
   --data-format-ohlcv {json,jsongz}
-                        Storage format for downloaded ohlcv data. (default: `json`).
+                        Storage format for downloaded candle (OHLCV) data. (default: `json`).
   --data-format-trades {json,jsongz}
                         Storage format for downloaded trades data. (default: `jsongz`).
 
@@ -105,7 +105,7 @@ Common arguments:
 
 ##### Example converting data
 
-The following command will convert all ohlcv (candle) data available in `~/.freqtrade/data/binance` from json to jsongz, saving diskspace in the process.
+The following command will convert all candle (OHLCV) data available in `~/.freqtrade/data/binance` from json to jsongz, saving diskspace in the process.
 It'll also remove original json data files (`--erase` parameter).
 
 ``` bash
@@ -192,15 +192,15 @@ Then run:
 freqtrade download-data --exchange binance
 ```
 
-This will download ticker data for all the currency pairs you defined in `pairs.json`.
+This will download historical candle (OHLCV) data for all the currency pairs you defined in `pairs.json`.
 
 ### Other Notes
 
 - To use a different directory than the exchange specific default, use `--datadir user_data/data/some_directory`.
-- To change the exchange used to download the tickers, please use a different configuration file (you'll probably need to adjust ratelimits etc.)
+- To change the exchange used to download the historical data from, please use a different configuration file (you'll probably need to adjust ratelimits etc.)
 - To use `pairs.json` from some other directory, use `--pairs-file some_other_dir/pairs.json`.
-- To download ticker data for only 10 days, use `--days 10` (defaults to 30 days).
-- Use `--timeframes` to specify which tickers to download. Default is `--timeframes 1m 5m` which will download 1-minute and 5-minute tickers.
+- To download historical candle (OHLCV) data for only 10 days, use `--days 10` (defaults to 30 days).
+- Use `--timeframes` to specify what timeframe download the historical candle (OHLCV) data for. Default is `--timeframes 1m 5m` which will download 1-minute and 5-minute data.
 - To use exchange, timeframe and list of pairs as defined in your configuration file, use the `-c/--config` option. With this, the script uses the whitelist defined in the config as the list of currency pairs to download data for and does not require the pairs.json file. You can combine `-c/--config` with most other options.
 
 ### Trades (tick) data
diff --git a/docs/developer.md b/docs/developer.md
index ef9232a59..34b2f1ba5 100644
--- a/docs/developer.md
+++ b/docs/developer.md
@@ -165,7 +165,7 @@ Since CCXT does not provide unification for Stoploss On Exchange yet, we'll need
 
 ### Incomplete candles
 
-While fetching OHLCV data, we're may end up getting incomplete candles (Depending on the exchange).
+While fetching candle (OHLCV) data, we may end up getting incomplete candles (depending on the exchange).
 To demonstrate this, we'll use daily candles (`"1d"`) to keep things simple.
 We query the api (`ct.fetch_ohlcv()`) for the timeframe and look at the date of the last entry. If this entry changes or shows the date of a "incomplete" candle, then we should drop this since having incomplete candles is problematic because indicators assume that only complete candles are passed to them, and will generate a lot of false buy signals. By default, we're therefore removing the last candle assuming it's incomplete.
 
@@ -174,14 +174,14 @@ To check how the new exchange behaves, you can use the following snippet:
 ``` python
 import ccxt
 from datetime import datetime
-from freqtrade.data.converter import parse_ticker_dataframe
+from freqtrade.data.converter import ohlcv_to_dataframe
 ct = ccxt.binance()
 timeframe = "1d"
 pair = "XLM/BTC"  # Make sure to use a pair that exists on that exchange!
 raw = ct.fetch_ohlcv(pair, timeframe=timeframe)
 
 # convert to dataframe
-df1 = parse_ticker_dataframe(raw, timeframe, pair=pair, drop_incomplete=False)
+df1 = ohlcv_to_dataframe(raw, timeframe, pair=pair, drop_incomplete=False)
 
 print(df1.tail(1))
 print(datetime.utcnow())
diff --git a/docs/edge.md b/docs/edge.md
index 6a301b044..721f570c7 100644
--- a/docs/edge.md
+++ b/docs/edge.md
@@ -156,7 +156,7 @@ Edge module has following configuration options:
 | `minimum_winrate` | It filters out pairs which don't have at least minimum_winrate. <br>This comes handy if you want to be conservative and don't comprise win rate in favour of risk reward ratio. <br>*Defaults to `0.60`.* <br> **Datatype:** Float
 | `minimum_expectancy` | It filters out pairs which have the expectancy lower than this number. <br>Having an expectancy of 0.20 means if you put 10$ on a trade you expect a 12$ return. <br>*Defaults to `0.20`.* <br> **Datatype:** Float
 | `min_trade_number` | When calculating *W*, *R* and *E* (expectancy) against historical data, you always want to have a minimum number of trades. The more this number is the more Edge is reliable. <br>Having a win rate of 100% on a single trade doesn't mean anything at all. But having a win rate of 70% over past 100 trades means clearly something. <br>*Defaults to `10` (it is highly recommended not to decrease this number).* <br> **Datatype:** Integer
-| `max_trade_duration_minute` | Edge will filter out trades with long duration. If a trade is profitable after 1 month, it is hard to evaluate the strategy based on it. But if most of trades are profitable and they have maximum duration of 30 minutes, then it is clearly a good sign.<br>**NOTICE:** While configuring this value, you should take into consideration your ticker interval. As an example filtering out trades having duration less than one day for a strategy which has 4h interval does not make sense. Default value is set assuming your strategy interval is relatively small (1m or 5m, etc.).<br>*Defaults to `1440` (one day).* <br> **Datatype:** Integer
+| `max_trade_duration_minute` | Edge will filter out trades with long duration. If a trade is profitable after 1 month, it is hard to evaluate the strategy based on it. But if most of trades are profitable and they have maximum duration of 30 minutes, then it is clearly a good sign.<br>**NOTICE:** While configuring this value, you should take into consideration your timeframe (ticker interval). As an example filtering out trades having duration less than one day for a strategy which has 4h interval does not make sense. Default value is set assuming your strategy interval is relatively small (1m or 5m, etc.).<br>*Defaults to `1440` (one day).* <br> **Datatype:** Integer
 | `remove_pumps` | Edge will remove sudden pumps in a given market while going through historical data. However, given that pumps happen very often in crypto markets, we recommend you keep this off.<br>*Defaults to `false`.* <br> **Datatype:** Boolean
 
 ## Running Edge independently
diff --git a/docs/exchanges.md b/docs/exchanges.md
index 70dae0aa5..66a0e96da 100644
--- a/docs/exchanges.md
+++ b/docs/exchanges.md
@@ -76,8 +76,8 @@ $ pip3 install web3
 
 ### Send incomplete candles to the strategy
 
-Most exchanges return incomplete candles via their ohlcv / klines interface.
-By default, Freqtrade assumes that incomplete candles are returned and removes the last candle assuming it's an incomplete candle.
+Most exchanges return current incomplete candle via their OHLCV/klines API interface.
+By default, Freqtrade assumes that incomplete candle is fetched from the exchange and removes the last candle assuming it's the incomplete candle.
 
 Whether your exchange returns incomplete candles or not can be checked using [the helper script](developer.md#Incomplete-candles) from the Contributor documentation.
 
diff --git a/docs/hyperopt.md b/docs/hyperopt.md
index 9bc5888ce..abd7aa7ce 100644
--- a/docs/hyperopt.md
+++ b/docs/hyperopt.md
@@ -103,9 +103,10 @@ Place the corresponding settings into the following methods
 The configuration and rules are the same than for buy signals.
 To avoid naming collisions in the search-space, please prefix all sell-spaces with `sell-`.
 
-#### Using ticker-interval as part of the Strategy
+#### Using timeframe as a part of the Strategy
 
-The Strategy exposes the ticker-interval as `self.ticker_interval`. The same value is available as class-attribute `HyperoptName.ticker_interval`.
+The Strategy class exposes the timeframe (ticker interval) value as the `self.ticker_interval` attribute.
+The same value is available as class-attribute `HyperoptName.ticker_interval`.
 In the case of the linked sample-value this would be `SampleHyperOpt.ticker_interval`.
 
 ## Solving a Mystery
@@ -222,11 +223,11 @@ The `--spaces all` option determines that all possible parameters should be opti
 !!! Warning
     When switching parameters or changing configuration options, make sure to not use the argument `--continue` so temporary results can be removed.
 
-### Execute Hyperopt with Different Ticker-Data Source
+### Execute Hyperopt with different historical data source
 
-If you would like to hyperopt parameters using an alternate ticker data that
-you have on-disk, use the `--datadir PATH` option. Default hyperopt will
-use data from directory `user_data/data`.
+If you would like to hyperopt parameters using an alternate historical data set that
+you have on-disk, use the `--datadir PATH` option. By default, hyperopt
+uses data from directory `user_data/data`.
 
 ### Running Hyperopt with Smaller Testset
 
@@ -380,7 +381,7 @@ As stated in the comment, you can also use it as the value of the `minimal_roi`
 
 #### Default ROI Search Space
 
-If you are optimizing ROI, Freqtrade creates the 'roi' optimization hyperspace for you -- it's the hyperspace of components for the ROI tables. By default, each ROI table generated by the Freqtrade consists of 4 rows (steps). Hyperopt implements adaptive ranges for ROI tables with ranges for values in the ROI steps that depend on the ticker_interval used. By default the values vary in the following ranges (for some of the most used ticker intervals, values are rounded to 5 digits after the decimal point):
+If you are optimizing ROI, Freqtrade creates the 'roi' optimization hyperspace for you -- it's the hyperspace of components for the ROI tables. By default, each ROI table generated by the Freqtrade consists of 4 rows (steps). Hyperopt implements adaptive ranges for ROI tables with ranges for values in the ROI steps that depend on the ticker_interval used. By default the values vary in the following ranges (for some of the most used timeframes, values are rounded to 5 digits after the decimal point):
 
 | # step | 1m     |                   | 5m       |             | 1h         |                   | 1d           |                   |
 | ------ | ------ | ----------------- | -------- | ----------- | ---------- | ----------------- | ------------ | ----------------- |
@@ -389,7 +390,7 @@ If you are optimizing ROI, Freqtrade creates the 'roi' optimization hyperspace f
 | 3      | 4...20 | 0.00387...0.01547 | 20...100 | 0.01...0.04 | 240...1200 | 0.02294...0.09177 | 5760...28800 | 0.04059...0.16237 |
 | 4      | 6...44 | 0.0               | 30...220 | 0.0         | 360...2640 | 0.0               | 8640...63360 | 0.0               |
 
-These ranges should be sufficient in most cases. The minutes in the steps (ROI dict keys) are scaled linearly depending on the ticker interval used. The ROI values in the steps (ROI dict values) are scaled logarithmically depending on the ticker interval used.
+These ranges should be sufficient in most cases. The minutes in the steps (ROI dict keys) are scaled linearly depending on the timeframe (ticker interval) used. The ROI values in the steps (ROI dict values) are scaled logarithmically depending on the timeframe used.
 
 If you have the `generate_roi_table()` and `roi_space()` methods in your custom hyperopt file, remove them in order to utilize these adaptive ROI tables and the ROI hyperoptimization space generated by Freqtrade by default.
 
diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index 4aacd3af6..7793ea148 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -84,7 +84,7 @@ def populate_indicators(self, dataframe: DataFrame, metadata: dict) -> DataFrame
     Performance Note: For the best performance be frugal on the number of indicators
     you are using. Let uncomment only the indicator you are using in your strategies
     or your hyperopt configuration, otherwise you will waste your memory and CPU usage.
-    :param dataframe: Raw data from the exchange and parsed by parse_ticker_dataframe()
+    :param dataframe: Dataframe with data from the exchange
     :param metadata: Additional information, like the currently traded pair
     :return: a Dataframe with all mandatory indicators for the strategies
     """
@@ -284,13 +284,14 @@ If your exchange supports it, it's recommended to also set `"stoploss_on_exchang
 
 For more information on order_types please look [here](configuration.md#understand-order_types).
 
-### Ticker interval
+### Timeframe (ticker interval)
 
 This is the set of candles the bot should download and use for the analysis.
 Common values are `"1m"`, `"5m"`, `"15m"`, `"1h"`, however all values supported by your exchange should work.
 
-Please note that the same buy/sell signals may work with one interval, but not the other.
-This setting is accessible within the strategy by using `self.ticker_interval`.
+Please note that the same buy/sell signals may work well with one timeframe, but not with the others.
+
+This setting is accessible within the strategy methods as the `self.ticker_interval` attribute.
 
 ### Metadata dict
 
@@ -335,14 +336,14 @@ Please always check the mode of operation to select the correct method to get da
 #### Possible options for DataProvider
 
 - `available_pairs` - Property with tuples listing cached pairs with their intervals (pair, interval).
-- `ohlcv(pair, timeframe)` - Currently cached ticker data for the pair, returns DataFrame or empty DataFrame.
+- `ohlcv(pair, timeframe)` - Currently cached candle (OHLCV) data for the pair, returns DataFrame or empty DataFrame.
 - `historic_ohlcv(pair, timeframe)` - Returns historical data stored on disk.
 - `get_pair_dataframe(pair, timeframe)` - This is a universal method, which returns either historical data (for backtesting) or cached live data (for the Dry-Run and Live-Run modes).
 - `orderbook(pair, maximum)` - Returns latest orderbook data for the pair, a dict with bids/asks with a total of `maximum` entries.
 - `market(pair)` - Returns market data for the pair: fees, limits, precisions, activity flag, etc. See [ccxt documentation](https://github.com/ccxt/ccxt/wiki/Manual#markets) for more details on Market data structure.
 - `runmode` - Property containing the current runmode.
 
-#### Example: fetch live ohlcv / historic data for the first informative pair
+#### Example: fetch live / historical candle (OHLCV) data for the first informative pair
 
 ``` python
 if self.dp:
@@ -377,8 +378,8 @@ if self.dp:
 
 ``` python
 if self.dp:
-    for pair, ticker in self.dp.available_pairs:
-        print(f"available {pair}, {ticker}")
+    for pair, timeframe in self.dp.available_pairs:
+        print(f"available {pair}, {timeframe}")
 ```
 
 #### Get data for non-tradeable pairs
diff --git a/docs/utils.md b/docs/utils.md
index cdf0c31af..ec9ceeac9 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -61,8 +61,8 @@ $ freqtrade new-config --config config_binance.json
 ? Do you want to enable Dry-run (simulated trades)?  Yes
 ? Please insert your stake currency: BTC
 ? Please insert your stake amount: 0.05
-? Please insert max_open_trades (Integer or 'unlimited'): 5
-? Please insert your ticker interval: 15m
+? Please insert max_open_trades (Integer or 'unlimited'): 3
+? Please insert your timeframe (ticker interval): 5m
 ? Please insert your display Currency (for reporting): USD
 ? Select exchange  binance
 ? Do you want to enable Telegram?  No
@@ -258,7 +258,7 @@ All exchanges supported by the ccxt library: _1btcxe, acx, adara, allcoin, anxpr
 
 ## List Timeframes
 
-Use the `list-timeframes` subcommand to see the list of ticker intervals (timeframes) available for the exchange.
+Use the `list-timeframes` subcommand to see the list of timeframes (ticker intervals) available for the exchange.
 
 ```
 usage: freqtrade list-timeframes [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH] [--userdir PATH] [--exchange EXCHANGE] [-1]
diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 73e77d69d..06acea69e 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -296,7 +296,7 @@ class Arguments:
         # Add convert-data subcommand
         convert_data_cmd = subparsers.add_parser(
             'convert-data',
-            help='Convert OHLCV data from one format to another.',
+            help='Convert candle (OHLCV) data from one format to another.',
             parents=[_common_parser],
         )
         convert_data_cmd.set_defaults(func=partial(start_convert_data, ohlcv=True))
@@ -305,7 +305,7 @@ class Arguments:
         # Add convert-trade-data subcommand
         convert_trade_data_cmd = subparsers.add_parser(
             'convert-trade-data',
-            help='Convert trade-data from one format to another.',
+            help='Convert trade data from one format to another.',
             parents=[_common_parser],
         )
         convert_trade_data_cmd.set_defaults(func=partial(start_convert_data, ohlcv=False))
diff --git a/freqtrade/commands/build_config_commands.py b/freqtrade/commands/build_config_commands.py
index 1598fa2ae..58ac6ec27 100644
--- a/freqtrade/commands/build_config_commands.py
+++ b/freqtrade/commands/build_config_commands.py
@@ -76,7 +76,7 @@ def ask_user_config() -> Dict[str, Any]:
         {
             "type": "text",
             "name": "ticker_interval",
-            "message": "Please insert your ticker interval:",
+            "message": "Please insert your timeframe (ticker interval):",
             "default": "5m",
         },
         {
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index ef674c5c2..e92acef30 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -348,7 +348,7 @@ AVAILABLE_CLI_OPTIONS = {
     ),
     "dataformat_ohlcv": Arg(
         '--data-format-ohlcv',
-        help='Storage format for downloaded ohlcv data. (default: `%(default)s`).',
+        help='Storage format for downloaded candle (OHLCV) data. (default: `%(default)s`).',
         choices=constants.AVAILABLE_DATAHANDLERS,
         default='json'
     ),
diff --git a/freqtrade/configuration/timerange.py b/freqtrade/configuration/timerange.py
index 3db5f6217..151003999 100644
--- a/freqtrade/configuration/timerange.py
+++ b/freqtrade/configuration/timerange.py
@@ -45,7 +45,7 @@ class TimeRange:
         """
         Adjust startts by <startup_candles> candles.
         Applies only if no startup-candles have been available.
-        :param timeframe_secs: Ticker timeframe in seconds e.g. `timeframe_to_seconds('5m')`
+        :param timeframe_secs: Timeframe in seconds e.g. `timeframe_to_seconds('5m')`
         :param startup_candles: Number of candles to move start-date forward
         :param min_date: Minimum data date loaded. Key kriterium to decide if start-time
                          has to be moved
diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 7972c6333..681bf6734 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -151,17 +151,17 @@ def extract_trades_of_period(dataframe: pd.DataFrame, trades: pd.DataFrame) -> p
     return trades
 
 
-def combine_tickers_with_mean(tickers: Dict[str, pd.DataFrame],
-                              column: str = "close") -> pd.DataFrame:
+def combine_dataframes_with_mean(data: Dict[str, pd.DataFrame],
+                                 column: str = "close") -> pd.DataFrame:
     """
     Combine multiple dataframes "column"
-    :param tickers: Dict of Dataframes, dict key should be pair.
+    :param data: Dict of Dataframes, dict key should be pair.
     :param column: Column in the original dataframes to use
     :return: DataFrame with the column renamed to the dict key, and a column
         named mean, containing the mean of all pairs.
     """
-    df_comb = pd.concat([tickers[pair].set_index('date').rename(
-        {column: pair}, axis=1)[pair] for pair in tickers], axis=1)
+    df_comb = pd.concat([data[pair].set_index('date').rename(
+        {column: pair}, axis=1)[pair] for pair in data], axis=1)
 
     df_comb['mean'] = df_comb.mean(axis=1)
 
diff --git a/freqtrade/data/converter.py b/freqtrade/data/converter.py
index 49a2a25bc..77371bf27 100644
--- a/freqtrade/data/converter.py
+++ b/freqtrade/data/converter.py
@@ -13,12 +13,12 @@ from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS
 logger = logging.getLogger(__name__)
 
 
-def parse_ticker_dataframe(ticker: list, timeframe: str, pair: str, *,
-                           fill_missing: bool = True,
-                           drop_incomplete: bool = True) -> DataFrame:
+def ohlcv_to_dataframe(ohlcv: list, timeframe: str, pair: str, *,
+                       fill_missing: bool = True, drop_incomplete: bool = True) -> DataFrame:
     """
-    Converts a ticker-list (format ccxt.fetch_ohlcv) to a Dataframe
-    :param ticker: ticker list, as returned by exchange.async_get_candle_history
+    Converts a list with candle (OHLCV) data (in format returned by ccxt.fetch_ohlcv)
+    to a Dataframe
+    :param ohlcv: list with candle (OHLCV) data, as returned by exchange.async_get_candle_history
     :param timeframe: timeframe (e.g. 5m). Used to fill up eventual missing data
     :param pair: Pair this data is for (used to warn if fillup was necessary)
     :param fill_missing: fill up missing candles with 0 candles
@@ -26,21 +26,18 @@ def parse_ticker_dataframe(ticker: list, timeframe: str, pair: str, *,
     :param drop_incomplete: Drop the last candle of the dataframe, assuming it's incomplete
     :return: DataFrame
     """
-    logger.debug("Parsing tickerlist to dataframe")
+    logger.debug(f"Converting candle (OHLCV) data to dataframe for pair {pair}.")
     cols = DEFAULT_DATAFRAME_COLUMNS
-    frame = DataFrame(ticker, columns=cols)
+    df = DataFrame(ohlcv, columns=cols)
 
-    frame['date'] = to_datetime(frame['date'],
-                                unit='ms',
-                                utc=True,
-                                infer_datetime_format=True)
+    df['date'] = to_datetime(df['date'], unit='ms', utc=True, infer_datetime_format=True)
 
-    # Some exchanges return int values for volume and even for ohlc.
+    # Some exchanges return int values for Volume and even for OHLC.
     # Convert them since TA-LIB indicators used in the strategy assume floats
     # and fail with exception...
-    frame = frame.astype(dtype={'open': 'float', 'high': 'float', 'low': 'float', 'close': 'float',
-                                'volume': 'float'})
-    return clean_ohlcv_dataframe(frame, timeframe, pair,
+    df = df.astype(dtype={'open': 'float', 'high': 'float', 'low': 'float', 'close': 'float',
+                          'volume': 'float'})
+    return clean_ohlcv_dataframe(df, timeframe, pair,
                                  fill_missing=fill_missing,
                                  drop_incomplete=drop_incomplete)
 
@@ -49,11 +46,11 @@ def clean_ohlcv_dataframe(data: DataFrame, timeframe: str, pair: str, *,
                           fill_missing: bool = True,
                           drop_incomplete: bool = True) -> DataFrame:
     """
-    Clense a ohlcv dataframe by
+    Clense a OHLCV dataframe by
       * Grouping it by date (removes duplicate tics)
       * dropping last candles if requested
       * Filling up missing data (if requested)
-    :param data: DataFrame containing ohlcv data.
+    :param data: DataFrame containing candle (OHLCV) data.
     :param timeframe: timeframe (e.g. 5m). Used to fill up eventual missing data
     :param pair: Pair this data is for (used to warn if fillup was necessary)
     :param fill_missing: fill up missing candles with 0 candles
@@ -88,16 +85,16 @@ def ohlcv_fill_up_missing_data(dataframe: DataFrame, timeframe: str, pair: str)
     """
     from freqtrade.exchange import timeframe_to_minutes
 
-    ohlc_dict = {
+    ohlcv_dict = {
         'open': 'first',
         'high': 'max',
         'low': 'min',
         'close': 'last',
         'volume': 'sum'
     }
-    ticker_minutes = timeframe_to_minutes(timeframe)
+    timeframe_minutes = timeframe_to_minutes(timeframe)
     # Resample to create "NAN" values
-    df = dataframe.resample(f'{ticker_minutes}min', on='date').agg(ohlc_dict)
+    df = dataframe.resample(f'{timeframe_minutes}min', on='date').agg(ohlcv_dict)
 
     # Forwardfill close for missing columns
     df['close'] = df['close'].fillna(method='ffill')
@@ -159,20 +156,20 @@ def order_book_to_dataframe(bids: list, asks: list) -> DataFrame:
 
 def trades_to_ohlcv(trades: list, timeframe: str) -> DataFrame:
     """
-    Converts trades list to ohlcv list
+    Converts trades list to OHLCV list
     TODO: This should get a dedicated test
     :param trades: List of trades, as returned by ccxt.fetch_trades.
-    :param timeframe: Ticker timeframe to resample data to
-    :return: ohlcv Dataframe.
+    :param timeframe: Timeframe to resample data to
+    :return: OHLCV Dataframe.
     """
     from freqtrade.exchange import timeframe_to_minutes
-    ticker_minutes = timeframe_to_minutes(timeframe)
+    timeframe_minutes = timeframe_to_minutes(timeframe)
     df = pd.DataFrame(trades)
     df['datetime'] = pd.to_datetime(df['datetime'])
     df = df.set_index('datetime')
 
-    df_new = df['price'].resample(f'{ticker_minutes}min').ohlc()
-    df_new['volume'] = df['amount'].resample(f'{ticker_minutes}min').sum()
+    df_new = df['price'].resample(f'{timeframe_minutes}min').ohlc()
+    df_new['volume'] = df['amount'].resample(f'{timeframe_minutes}min').sum()
     df_new['date'] = df_new.index
     # Drop 0 volume rows
     df_new = df_new.dropna()
@@ -206,7 +203,7 @@ def convert_trades_format(config: Dict[str, Any], convert_from: str, convert_to:
 
 def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to: str, erase: bool):
     """
-    Convert ohlcv from one format to another format.
+    Convert OHLCV from one format to another
     :param config: Config dictionary
     :param convert_from: Source format
     :param convert_to: Target format
@@ -216,7 +213,7 @@ def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to:
     src = get_datahandler(config['datadir'], convert_from)
     trg = get_datahandler(config['datadir'], convert_to)
     timeframes = config.get('timeframes', [config.get('ticker_interval')])
-    logger.info(f"Converting OHLCV for timeframe {timeframes}")
+    logger.info(f"Converting candle (OHLCV) for timeframe {timeframes}")
 
     if 'pairs' not in config:
         config['pairs'] = []
@@ -224,7 +221,7 @@ def convert_ohlcv_format(config: Dict[str, Any], convert_from: str, convert_to:
         for timeframe in timeframes:
             config['pairs'].extend(src.ohlcv_get_pairs(config['datadir'],
                                                        timeframe))
-    logger.info(f"Converting OHLCV for {config['pairs']}")
+    logger.info(f"Converting candle (OHLCV) data for {config['pairs']}")
 
     for timeframe in timeframes:
         for pair in config['pairs']:
diff --git a/freqtrade/data/dataprovider.py b/freqtrade/data/dataprovider.py
index 2964d1cb7..1df710152 100644
--- a/freqtrade/data/dataprovider.py
+++ b/freqtrade/data/dataprovider.py
@@ -1,7 +1,7 @@
 """
 Dataprovider
 Responsible to provide data to the bot
-including Klines, tickers, historic data
+including ticker and orderbook data, live and historical candle (OHLCV) data
 Common Interface for bot and strategy to access data.
 """
 import logging
@@ -43,10 +43,10 @@ class DataProvider:
 
     def ohlcv(self, pair: str, timeframe: str = None, copy: bool = True) -> DataFrame:
         """
-        Get ohlcv data for the given pair as DataFrame
+        Get candle (OHLCV) data for the given pair as DataFrame
         Please use the `available_pairs` method to verify which pairs are currently cached.
         :param pair: pair to get the data for
-        :param timeframe: Ticker timeframe to get data for
+        :param timeframe: Timeframe to get data for
         :param copy: copy dataframe before returning if True.
                      Use False only for read-only operations (where the dataframe is not modified)
         """
@@ -58,7 +58,7 @@ class DataProvider:
 
     def historic_ohlcv(self, pair: str, timeframe: str = None) -> DataFrame:
         """
-        Get stored historic ohlcv data
+        Get stored historical candle (OHLCV) data
         :param pair: pair to get the data for
         :param timeframe: timeframe to get data for
         """
@@ -69,17 +69,17 @@ class DataProvider:
 
     def get_pair_dataframe(self, pair: str, timeframe: str = None) -> DataFrame:
         """
-        Return pair ohlcv data, either live or cached historical -- depending
+        Return pair candle (OHLCV) data, either live or cached historical -- depending
         on the runmode.
         :param pair: pair to get the data for
         :param timeframe: timeframe to get data for
         :return: Dataframe for this pair
         """
         if self.runmode in (RunMode.DRY_RUN, RunMode.LIVE):
-            # Get live ohlcv data.
+            # Get live OHLCV data.
             data = self.ohlcv(pair=pair, timeframe=timeframe)
         else:
-            # Get historic ohlcv data (cached on disk).
+            # Get historical OHLCV data (cached on disk).
             data = self.historic_ohlcv(pair=pair, timeframe=timeframe)
         if len(data) == 0:
             logger.warning(f"No data found for ({pair}, {timeframe}).")
diff --git a/freqtrade/data/history/history_utils.py b/freqtrade/data/history/history_utils.py
index 5f9a7da20..89d29d33b 100644
--- a/freqtrade/data/history/history_utils.py
+++ b/freqtrade/data/history/history_utils.py
@@ -9,7 +9,7 @@ from pandas import DataFrame
 
 from freqtrade.configuration import TimeRange
 from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS
-from freqtrade.data.converter import parse_ticker_dataframe, trades_to_ohlcv
+from freqtrade.data.converter import ohlcv_to_dataframe, trades_to_ohlcv
 from freqtrade.data.history.idatahandler import IDataHandler, get_datahandler
 from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import Exchange
@@ -28,10 +28,10 @@ def load_pair_history(pair: str,
                       data_handler: IDataHandler = None,
                       ) -> DataFrame:
     """
-    Load cached ticker history for the given pair.
+    Load cached ohlcv history for the given pair.
 
     :param pair: Pair to load data for
-    :param timeframe: Ticker timeframe (e.g. "5m")
+    :param timeframe: Timeframe (e.g. "5m")
     :param datadir: Path to the data storage location.
     :param data_format: Format of the data. Ignored if data_handler is set.
     :param timerange: Limit data to be loaded to this timerange
@@ -63,10 +63,10 @@ def load_data(datadir: Path,
               data_format: str = 'json',
               ) -> Dict[str, DataFrame]:
     """
-    Load ticker history data for a list of pairs.
+    Load ohlcv history data for a list of pairs.
 
     :param datadir: Path to the data storage location.
-    :param timeframe: Ticker Timeframe (e.g. "5m")
+    :param timeframe: Timeframe (e.g. "5m")
     :param pairs: List of pairs to load
     :param timerange: Limit data to be loaded to this timerange
     :param fill_up_missing: Fill missing values with "No action"-candles
@@ -104,10 +104,10 @@ def refresh_data(datadir: Path,
                  timerange: Optional[TimeRange] = None,
                  ) -> None:
     """
-    Refresh ticker history data for a list of pairs.
+    Refresh ohlcv history data for a list of pairs.
 
     :param datadir: Path to the data storage location.
-    :param timeframe: Ticker Timeframe (e.g. "5m")
+    :param timeframe: Timeframe (e.g. "5m")
     :param pairs: List of pairs to load
     :param exchange: Exchange object
     :param timerange: Limit data to be loaded to this timerange
@@ -165,7 +165,7 @@ def _download_pair_history(datadir: Path,
     Based on @Rybolov work: https://github.com/rybolov/freqtrade-data
 
     :param pair: pair to download
-    :param timeframe: Ticker Timeframe (e.g 5m)
+    :param timeframe: Timeframe (e.g "5m")
     :param timerange: range of time to download
     :return: bool with success state
     """
@@ -194,8 +194,8 @@ def _download_pair_history(datadir: Path,
                                                    days=-30).float_timestamp) * 1000
                                                )
         # TODO: Maybe move parsing to exchange class (?)
-        new_dataframe = parse_ticker_dataframe(new_data, timeframe, pair,
-                                               fill_missing=False, drop_incomplete=True)
+        new_dataframe = ohlcv_to_dataframe(new_data, timeframe, pair,
+                                           fill_missing=False, drop_incomplete=True)
         if data.empty:
             data = new_dataframe
         else:
@@ -362,7 +362,7 @@ def validate_backtest_data(data: DataFrame, pair: str, min_date: datetime,
     :param pair: pair used for log output.
     :param min_date: start-date of the data
     :param max_date: end-date of the data
-    :param timeframe_min: ticker Timeframe in minutes
+    :param timeframe_min: Timeframe in minutes
     """
     # total difference in minutes / timeframe-minutes
     expected_frames = int((max_date - min_date).total_seconds() // 60 // timeframe_min)
diff --git a/freqtrade/data/history/idatahandler.py b/freqtrade/data/history/idatahandler.py
index df03e7713..b08292604 100644
--- a/freqtrade/data/history/idatahandler.py
+++ b/freqtrade/data/history/idatahandler.py
@@ -55,7 +55,7 @@ class IDataHandler(ABC):
         Implements the loading and conversion to a Pandas dataframe.
         Timerange trimming and dataframe validation happens outside of this method.
         :param pair: Pair to load data
-        :param timeframe: Ticker timeframe (e.g. "5m")
+        :param timeframe: Timeframe (e.g. "5m")
         :param timerange: Limit data to be loaded to this timerange.
                         Optionally implemented by subclasses to avoid loading
                         all data where possible.
@@ -67,7 +67,7 @@ class IDataHandler(ABC):
         """
         Remove data for this pair
         :param pair: Delete data for this pair.
-        :param timeframe: Ticker timeframe (e.g. "5m")
+        :param timeframe: Timeframe (e.g. "5m")
         :return: True when deleted, false if file did not exist.
         """
 
@@ -129,10 +129,10 @@ class IDataHandler(ABC):
                    warn_no_data: bool = True
                    ) -> DataFrame:
         """
-        Load cached ticker history for the given pair.
+        Load cached candle (OHLCV) data for the given pair.
 
         :param pair: Pair to load data for
-        :param timeframe: Ticker timeframe (e.g. "5m")
+        :param timeframe: Timeframe (e.g. "5m")
         :param timerange: Limit data to be loaded to this timerange
         :param fill_missing: Fill missing values with "No action"-candles
         :param drop_incomplete: Drop last candle assuming it may be incomplete.
@@ -145,28 +145,27 @@ class IDataHandler(ABC):
         if startup_candles > 0 and timerange_startup:
             timerange_startup.subtract_start(timeframe_to_seconds(timeframe) * startup_candles)
 
-        pairdf = self._ohlcv_load(pair, timeframe,
-                                  timerange=timerange_startup)
-        if pairdf.empty:
+        df = self._ohlcv_load(pair, timeframe, timerange=timerange_startup)
+        if df.empty:
             if warn_no_data:
                 logger.warning(
                     f'No history data for pair: "{pair}", timeframe: {timeframe}. '
                     'Use `freqtrade download-data` to download the data'
                 )
-            return pairdf
+            return df
         else:
-            enddate = pairdf.iloc[-1]['date']
+            enddate = df.iloc[-1]['date']
 
             if timerange_startup:
-                self._validate_pairdata(pair, pairdf, timerange_startup)
-                pairdf = trim_dataframe(pairdf, timerange_startup)
+                self._validate_pairdata(pair, df, timerange_startup)
+                df = trim_dataframe(df, timerange_startup)
 
             # incomplete candles should only be dropped if we didn't trim the end beforehand.
-            return clean_ohlcv_dataframe(pairdf, timeframe,
+            return clean_ohlcv_dataframe(df, timeframe,
                                          pair=pair,
                                          fill_missing=fill_missing,
                                          drop_incomplete=(drop_incomplete and
-                                                          enddate == pairdf.iloc[-1]['date']))
+                                                          enddate == df.iloc[-1]['date']))
 
     def _validate_pairdata(self, pair, pairdata: DataFrame, timerange: TimeRange):
         """
diff --git a/freqtrade/data/history/jsondatahandler.py b/freqtrade/data/history/jsondatahandler.py
index 2b738a94a..363b03958 100644
--- a/freqtrade/data/history/jsondatahandler.py
+++ b/freqtrade/data/history/jsondatahandler.py
@@ -60,7 +60,7 @@ class JsonDataHandler(IDataHandler):
         Implements the loading and conversion to a Pandas dataframe.
         Timerange trimming and dataframe validation happens outside of this method.
         :param pair: Pair to load data
-        :param timeframe: Ticker timeframe (e.g. "5m")
+        :param timeframe: Timeframe (e.g. "5m")
         :param timerange: Limit data to be loaded to this timerange.
                         Optionally implemented by subclasses to avoid loading
                         all data where possible.
@@ -83,7 +83,7 @@ class JsonDataHandler(IDataHandler):
         """
         Remove data for this pair
         :param pair: Delete data for this pair.
-        :param timeframe: Ticker timeframe (e.g. "5m")
+        :param timeframe: Timeframe (e.g. "5m")
         :return: True when deleted, false if file did not exist.
         """
         filename = self._pair_data_filename(self._datadir, pair, timeframe)
diff --git a/freqtrade/edge/edge_positioning.py b/freqtrade/edge/edge_positioning.py
index 57a8f4a7c..a24e29efb 100644
--- a/freqtrade/edge/edge_positioning.py
+++ b/freqtrade/edge/edge_positioning.py
@@ -119,7 +119,7 @@ class Edge:
             logger.critical("No data found. Edge is stopped ...")
             return False
 
-        preprocessed = self.strategy.tickerdata_to_dataframe(data)
+        preprocessed = self.strategy.ohlcvdata_to_dataframe(data)
 
         # Print timeframe
         min_date, max_date = history.get_timerange(preprocessed)
@@ -137,10 +137,10 @@ class Edge:
             pair_data = pair_data.sort_values(by=['date'])
             pair_data = pair_data.reset_index(drop=True)
 
-            ticker_data = self.strategy.advise_sell(
+            dataframe = self.strategy.advise_sell(
                 self.strategy.advise_buy(pair_data, {'pair': pair}), {'pair': pair})[headers].copy()
 
-            trades += self._find_trades_for_stoploss_range(ticker_data, pair, self._stoploss_range)
+            trades += self._find_trades_for_stoploss_range(dataframe, pair, self._stoploss_range)
 
         # If no trade found then exit
         if len(trades) == 0:
@@ -359,11 +359,11 @@ class Edge:
         # Returning a list of pairs in order of "expectancy"
         return final
 
-    def _find_trades_for_stoploss_range(self, ticker_data, pair, stoploss_range):
-        buy_column = ticker_data['buy'].values
-        sell_column = ticker_data['sell'].values
-        date_column = ticker_data['date'].values
-        ohlc_columns = ticker_data[['open', 'high', 'low', 'close']].values
+    def _find_trades_for_stoploss_range(self, dataframe, pair, stoploss_range):
+        buy_column = dataframe['buy'].values
+        sell_column = dataframe['sell'].values
+        date_column = dataframe['date'].values
+        ohlc_columns = dataframe[['open', 'high', 'low', 'close']].values
 
         result: list = []
         for stoploss in stoploss_range:
diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 522b4e40e..f4c94a1ca 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -18,7 +18,7 @@ from ccxt.base.decimal_to_precision import (ROUND_DOWN, ROUND_UP, TICK_SIZE,
                                             TRUNCATE, decimal_to_precision)
 from pandas import DataFrame
 
-from freqtrade.data.converter import parse_ticker_dataframe
+from freqtrade.data.converter import ohlcv_to_dataframe
 from freqtrade.exceptions import (DependencyException, InvalidOrderException,
                                   OperationalException, TemporaryError)
 from freqtrade.exchange.common import BAD_EXCHANGES, retrier, retrier_async
@@ -351,7 +351,7 @@ class Exchange:
 
     def validate_timeframes(self, timeframe: Optional[str]) -> None:
         """
-        Checks if ticker interval from config is a supported timeframe on the exchange
+        Check if timeframe from config is a supported timeframe on the exchange
         """
         if not hasattr(self._api, "timeframes") or self._api.timeframes is None:
             # If timeframes attribute is missing (or is None), the exchange probably
@@ -364,7 +364,7 @@ class Exchange:
 
         if timeframe and (timeframe not in self.timeframes):
             raise OperationalException(
-                f"Invalid ticker interval '{timeframe}'. This exchange supports: {self.timeframes}")
+                f"Invalid timeframe '{timeframe}'. This exchange supports: {self.timeframes}")
 
         if timeframe and timeframe_to_minutes(timeframe) < 1:
             raise OperationalException(
@@ -599,7 +599,7 @@ class Exchange:
             return self._api.fetch_tickers()
         except ccxt.NotSupported as e:
             raise OperationalException(
-                f'Exchange {self._api.name} does not support fetching tickers in batch.'
+                f'Exchange {self._api.name} does not support fetching tickers in batch. '
                 f'Message: {e}') from e
         except (ccxt.NetworkError, ccxt.ExchangeError) as e:
             raise TemporaryError(
@@ -623,13 +623,13 @@ class Exchange:
     def get_historic_ohlcv(self, pair: str, timeframe: str,
                            since_ms: int) -> List:
         """
-        Gets candle history using asyncio and returns the list of candles.
-        Handles all async doing.
-        Async over one pair, assuming we get `_ohlcv_candle_limit` candles per call.
+        Get candle history using asyncio and returns the list of candles.
+        Handles all async work for this.
+        Async over one pair, assuming we get `self._ohlcv_candle_limit` candles per call.
         :param pair: Pair to download
-        :param timeframe: Ticker Timeframe to get
+        :param timeframe: Timeframe to get data for
         :param since_ms: Timestamp in milliseconds to get history from
-        :returns List of tickers
+        :returns List with candle (OHLCV) data
         """
         return asyncio.get_event_loop().run_until_complete(
             self._async_get_historic_ohlcv(pair=pair, timeframe=timeframe,
@@ -649,26 +649,27 @@ class Exchange:
             pair, timeframe, since) for since in
             range(since_ms, arrow.utcnow().timestamp * 1000, one_call)]
 
-        tickers = await asyncio.gather(*input_coroutines, return_exceptions=True)
+        results = await asyncio.gather(*input_coroutines, return_exceptions=True)
 
-        # Combine tickers
+        # Combine gathered results
         data: List = []
-        for p, timeframe, ticker in tickers:
+        for p, timeframe, res in results:
             if p == pair:
-                data.extend(ticker)
+                data.extend(res)
         # Sort data again after extending the result - above calls return in "async order"
         data = sorted(data, key=lambda x: x[0])
-        logger.info("downloaded %s with length %s.", pair, len(data))
+        logger.info("Downloaded data for %s with length %s.", pair, len(data))
         return data
 
     def refresh_latest_ohlcv(self, pair_list: List[Tuple[str, str]]) -> List[Tuple[str, List]]:
         """
-        Refresh in-memory ohlcv asynchronously and set `_klines` with the result
+        Refresh in-memory OHLCV asynchronously and set `_klines` with the result
         Loops asynchronously over pair_list and downloads all pairs async (semi-parallel).
+        Only used in the dataprovider.refresh() method.
         :param pair_list: List of 2 element tuples containing pair, interval to refresh
-        :return: Returns a List of ticker-dataframes.
+        :return: TODO: return value is only used in the tests, get rid of it
         """
-        logger.debug("Refreshing ohlcv data for %d pairs", len(pair_list))
+        logger.debug("Refreshing candle (OHLCV) data for %d pairs", len(pair_list))
 
         input_coroutines = []
 
@@ -679,15 +680,15 @@ class Exchange:
                 input_coroutines.append(self._async_get_candle_history(pair, timeframe))
             else:
                 logger.debug(
-                    "Using cached ohlcv data for pair %s, timeframe %s ...",
+                    "Using cached candle (OHLCV) data for pair %s, timeframe %s ...",
                     pair, timeframe
                 )
 
-        tickers = asyncio.get_event_loop().run_until_complete(
+        results = asyncio.get_event_loop().run_until_complete(
             asyncio.gather(*input_coroutines, return_exceptions=True))
 
         # handle caching
-        for res in tickers:
+        for res in results:
             if isinstance(res, Exception):
                 logger.warning("Async code raised an exception: %s", res.__class__.__name__)
                 continue
@@ -698,13 +699,14 @@ class Exchange:
             if ticks:
                 self._pairs_last_refresh_time[(pair, timeframe)] = ticks[-1][0] // 1000
             # keeping parsed dataframe in cache
-            self._klines[(pair, timeframe)] = parse_ticker_dataframe(
+            self._klines[(pair, timeframe)] = ohlcv_to_dataframe(
                 ticks, timeframe, pair=pair, fill_missing=True,
                 drop_incomplete=self._ohlcv_partial_candle)
-        return tickers
+
+        return results
 
     def _now_is_time_to_refresh(self, pair: str, timeframe: str) -> bool:
-        # Calculating ticker interval in seconds
+        # Timeframe in seconds
         interval_in_sec = timeframe_to_seconds(timeframe)
 
         return not ((self._pairs_last_refresh_time.get((pair, timeframe), 0)
@@ -714,11 +716,11 @@ class Exchange:
     async def _async_get_candle_history(self, pair: str, timeframe: str,
                                         since_ms: Optional[int] = None) -> Tuple[str, str, List]:
         """
-        Asynchronously gets candle histories using fetch_ohlcv
+        Asynchronously get candle history data using fetch_ohlcv
         returns tuple: (pair, timeframe, ohlcv_list)
         """
         try:
-            # fetch ohlcv asynchronously
+            # Fetch OHLCV asynchronously
             s = '(' + arrow.get(since_ms // 1000).isoformat() + ') ' if since_ms is not None else ''
             logger.debug(
                 "Fetching pair %s, interval %s, since %s %s...",
@@ -728,9 +730,9 @@ class Exchange:
             data = await self._api_async.fetch_ohlcv(pair, timeframe=timeframe,
                                                      since=since_ms)
 
-            # Because some exchange sort Tickers ASC and other DESC.
-            # Ex: Bittrex returns a list of tickers ASC (oldest first, newest last)
-            # when GDAX returns a list of tickers DESC (newest first, oldest last)
+            # Some exchanges sort OHLCV in ASC order and others in DESC.
+            # Ex: Bittrex returns the list of OHLCV in ASC order (oldest first, newest last)
+            # while GDAX returns the list of OHLCV in DESC order (newest first, oldest last)
             # Only sort if necessary to save computing time
             try:
                 if data and data[0][0] > data[-1][0]:
@@ -743,14 +745,15 @@ class Exchange:
 
         except ccxt.NotSupported as e:
             raise OperationalException(
-                f'Exchange {self._api.name} does not support fetching historical candlestick data.'
-                f'Message: {e}') from e
+                f'Exchange {self._api.name} does not support fetching historical '
+                f'candle (OHLCV) data. Message: {e}') from e
         except (ccxt.NetworkError, ccxt.ExchangeError) as e:
-            raise TemporaryError(f'Could not load ticker history for pair {pair} due to '
-                                 f'{e.__class__.__name__}. Message: {e}') from e
+            raise TemporaryError(f'Could not fetch historical candle (OHLCV) data '
+                                 f'for pair {pair} due to {e.__class__.__name__}. '
+                                 f'Message: {e}') from e
         except ccxt.BaseError as e:
-            raise OperationalException(f'Could not fetch ticker data for pair {pair}. '
-                                       f'Msg: {e}') from e
+            raise OperationalException(f'Could not fetch historical candle (OHLCV) data '
+                                       f'for pair {pair}. Message: {e}') from e
 
     @retrier_async
     async def _async_fetch_trades(self, pair: str,
@@ -883,14 +886,14 @@ class Exchange:
                             until: Optional[int] = None,
                             from_id: Optional[str] = None) -> Tuple[str, List]:
         """
-        Gets candle history using asyncio and returns the list of candles.
-        Handles all async doing.
-        Async over one pair, assuming we get `_ohlcv_candle_limit` candles per call.
+        Get trade history data using asyncio.
+        Handles all async work and returns the list of candles.
+        Async over one pair, assuming we get `self._ohlcv_candle_limit` candles per call.
         :param pair: Pair to download
         :param since: Timestamp in milliseconds to get history from
         :param until: Timestamp in milliseconds. Defaults to current timestamp if not defined.
         :param from_id: Download data starting with ID (if id is known)
-        :returns List of tickers
+        :returns List of trade data
         """
         if not self.exchange_has("fetchTrades"):
             raise OperationalException("This exchange does not suport downloading Trades.")
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 914b8d9cd..9897b39b4 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -172,8 +172,8 @@ class FreqtradeBot:
             _whitelist = self.edge.adjust(_whitelist)
 
         if trades:
-            # Extend active-pair whitelist with pairs from open trades
-            # It ensures that tickers are downloaded for open trades
+            # Extend active-pair whitelist with pairs of open trades
+            # It ensures that candle (OHLCV) data are downloaded for open trades as well
             _whitelist.extend([trade.pair for trade in trades if trade.pair not in _whitelist])
         return _whitelist
 
@@ -628,7 +628,7 @@ class FreqtradeBot:
 
     def get_sell_rate(self, pair: str, refresh: bool) -> float:
         """
-        Get sell rate - either using get-ticker bid or first bid based on orderbook
+        Get sell rate - either using ticker bid or first bid based on orderbook
         The orderbook portion is only used for rpc messaging, which would otherwise fail
         for BitMex (has no bid/ask in fetch_ticker)
         or remain static in any other case since it's not updating.
@@ -1043,7 +1043,7 @@ class FreqtradeBot:
         """
         profit_rate = trade.close_rate if trade.close_rate else trade.close_rate_requested
         profit_trade = trade.calc_profit(rate=profit_rate)
-        # Use cached ticker here - it was updated seconds ago.
+        # Use cached rates here - it was updated seconds ago.
         current_rate = self.get_sell_rate(trade.pair, False)
         profit_ratio = trade.calc_profit_ratio(profit_rate)
         gain = "profit" if profit_ratio > 0 else "loss"
diff --git a/freqtrade/misc.py b/freqtrade/misc.py
index 96bac28d8..1f52b75ec 100644
--- a/freqtrade/misc.py
+++ b/freqtrade/misc.py
@@ -81,13 +81,13 @@ def file_load_json(file):
         gzipfile = file
     # Try gzip file first, otherwise regular json file.
     if gzipfile.is_file():
-        logger.debug('Loading ticker data from file %s', gzipfile)
-        with gzip.open(gzipfile) as tickerdata:
-            pairdata = json_load(tickerdata)
+        logger.debug(f"Loading historical data from file {gzipfile}")
+        with gzip.open(gzipfile) as datafile:
+            pairdata = json_load(datafile)
     elif file.is_file():
-        logger.debug('Loading ticker data from file %s', file)
-        with open(file) as tickerdata:
-            pairdata = json_load(tickerdata)
+        logger.debug(f"Loading historical data from file {file}")
+        with open(file) as datafile:
+            pairdata = json_load(datafile)
     else:
         return None
     return pairdata
diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 94441ce24..949c072c5 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -88,8 +88,8 @@ class Backtesting:
             validate_config_consistency(self.config)
 
         if "ticker_interval" not in self.config:
-            raise OperationalException("Ticker-interval needs to be set in either configuration "
-                                       "or as cli argument `--ticker-interval 5m`")
+            raise OperationalException("Timeframe (ticker interval) needs to be set in either "
+                                       "configuration or as cli argument `--ticker-interval 5m`")
         self.timeframe = str(self.config.get('ticker_interval'))
         self.timeframe_min = timeframe_to_minutes(self.timeframe)
 
@@ -151,32 +151,33 @@ class Backtesting:
             logger.info(f'Dumping backtest results to {recordfilename}')
             file_dump_json(recordfilename, records)
 
-    def _get_ticker_list(self, processed: Dict) -> Dict[str, DataFrame]:
+    def _get_ohlcv_as_lists(self, processed: Dict) -> Dict[str, DataFrame]:
         """
-        Helper function to convert a processed tickerlist into a list for performance reasons.
+        Helper function to convert a processed dataframes into lists for performance reasons.
 
         Used by backtest() - so keep this optimized for performance.
         """
         headers = ['date', 'buy', 'open', 'close', 'sell', 'low', 'high']
-        ticker: Dict = {}
-        # Create ticker dict
+        data: Dict = {}
+        # Create dict with data
         for pair, pair_data in processed.items():
             pair_data.loc[:, 'buy'] = 0  # cleanup from previous run
             pair_data.loc[:, 'sell'] = 0  # cleanup from previous run
 
-            ticker_data = self.strategy.advise_sell(
+            dataframe = self.strategy.advise_sell(
                 self.strategy.advise_buy(pair_data, {'pair': pair}), {'pair': pair})[headers].copy()
 
-            # to avoid using data from future, we buy/sell with signal from previous candle
-            ticker_data.loc[:, 'buy'] = ticker_data['buy'].shift(1)
-            ticker_data.loc[:, 'sell'] = ticker_data['sell'].shift(1)
+            # To avoid using data from future, we use buy/sell signals shifted
+            # from the previous candle
+            dataframe.loc[:, 'buy'] = dataframe['buy'].shift(1)
+            dataframe.loc[:, 'sell'] = dataframe['sell'].shift(1)
 
-            ticker_data.drop(ticker_data.head(1).index, inplace=True)
+            dataframe.drop(dataframe.head(1).index, inplace=True)
 
             # Convert from Pandas to list for performance reasons
             # (Looping Pandas is slow.)
-            ticker[pair] = [x for x in ticker_data.itertuples()]
-        return ticker
+            data[pair] = [x for x in dataframe.itertuples()]
+        return data
 
     def _get_close_rate(self, sell_row, trade: Trade, sell: SellCheckTuple,
                         trade_dur: int) -> float:
@@ -220,7 +221,7 @@ class Backtesting:
 
     def _get_sell_trade_entry(
             self, pair: str, buy_row: DataFrame,
-            partial_ticker: List, trade_count_lock: Dict,
+            partial_ohlcv: List, trade_count_lock: Dict,
             stake_amount: float, max_open_trades: int) -> Optional[BacktestResult]:
 
         trade = Trade(
@@ -235,7 +236,7 @@ class Backtesting:
         )
         logger.debug(f"{pair} - Backtesting emulates creation of new trade: {trade}.")
         # calculate win/lose forwards from buy point
-        for sell_row in partial_ticker:
+        for sell_row in partial_ohlcv:
             if max_open_trades > 0:
                 # Increase trade_count_lock for every iteration
                 trade_count_lock[sell_row.date] = trade_count_lock.get(sell_row.date, 0) + 1
@@ -259,9 +260,9 @@ class Backtesting:
                                       close_rate=closerate,
                                       sell_reason=sell.sell_type
                                       )
-        if partial_ticker:
+        if partial_ohlcv:
             # no sell condition found - trade stil open at end of backtest period
-            sell_row = partial_ticker[-1]
+            sell_row = partial_ohlcv[-1]
             bt_res = BacktestResult(pair=pair,
                                     profit_percent=trade.calc_profit_ratio(rate=sell_row.open),
                                     profit_abs=trade.calc_profit(rate=sell_row.open),
@@ -308,8 +309,9 @@ class Backtesting:
         trades = []
         trade_count_lock: Dict = {}
 
-        # Dict of ticker-lists for performance (looping lists is a lot faster than dataframes)
-        ticker: Dict = self._get_ticker_list(processed)
+        # Use dict of lists with data for performance
+        # (looping lists is a lot faster than pandas DataFrames)
+        data: Dict = self._get_ohlcv_as_lists(processed)
 
         lock_pair_until: Dict = {}
         # Indexes per pair, so some pairs are allowed to have a missing start.
@@ -319,12 +321,12 @@ class Backtesting:
         # Loop timerange and get candle for each pair at that point in time
         while tmp < end_date:
 
-            for i, pair in enumerate(ticker):
+            for i, pair in enumerate(data):
                 if pair not in indexes:
                     indexes[pair] = 0
 
                 try:
-                    row = ticker[pair][indexes[pair]]
+                    row = data[pair][indexes[pair]]
                 except IndexError:
                     # missing Data for one pair at the end.
                     # Warnings for this are shown during data loading
@@ -352,7 +354,7 @@ class Backtesting:
 
                 # since indexes has been incremented before, we need to go one step back to
                 # also check the buying candle for sell conditions.
-                trade_entry = self._get_sell_trade_entry(pair, row, ticker[pair][indexes[pair]-1:],
+                trade_entry = self._get_sell_trade_entry(pair, row, data[pair][indexes[pair]-1:],
                                                          trade_count_lock, stake_amount,
                                                          max_open_trades)
 
@@ -395,7 +397,7 @@ class Backtesting:
             self._set_strategy(strat)
 
             # need to reprocess data every time to populate signals
-            preprocessed = self.strategy.tickerdata_to_dataframe(data)
+            preprocessed = self.strategy.ohlcvdata_to_dataframe(data)
 
             # Trim startup period from analyzed dataframe
             for pair, df in preprocessed.items():
diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index e9ab469f4..ed58db977 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -75,8 +75,8 @@ class Hyperopt:
 
         self.trials_file = (self.config['user_data_dir'] /
                             'hyperopt_results' / 'hyperopt_results.pickle')
-        self.tickerdata_pickle = (self.config['user_data_dir'] /
-                                  'hyperopt_results' / 'hyperopt_tickerdata.pkl')
+        self.data_pickle_file = (self.config['user_data_dir'] /
+                                 'hyperopt_results' / 'hyperopt_data.pkl')
         self.total_epochs = config.get('epochs', 0)
 
         self.current_best_loss = 100
@@ -130,7 +130,7 @@ class Hyperopt:
         """
         Remove hyperopt pickle files to restart hyperopt.
         """
-        for f in [self.tickerdata_pickle, self.trials_file]:
+        for f in [self.data_pickle_file, self.trials_file]:
             p = Path(f)
             if p.is_file():
                 logger.info(f"Removing `{p}`.")
@@ -454,7 +454,7 @@ class Hyperopt:
             self.backtesting.strategy.trailing_only_offset_is_reached = \
                 d['trailing_only_offset_is_reached']
 
-        processed = load(self.tickerdata_pickle)
+        processed = load(self.data_pickle_file)
 
         min_date, max_date = get_timerange(processed)
 
@@ -570,7 +570,7 @@ class Hyperopt:
         self.hyperopt_table_header = -1
         data, timerange = self.backtesting.load_bt_data()
 
-        preprocessed = self.backtesting.strategy.tickerdata_to_dataframe(data)
+        preprocessed = self.backtesting.strategy.ohlcvdata_to_dataframe(data)
 
         # Trim startup period from analyzed dataframe
         for pair, df in preprocessed.items():
@@ -581,7 +581,7 @@ class Hyperopt:
             'Hyperopting with data from %s up to %s (%s days)..',
             min_date.isoformat(), max_date.isoformat(), (max_date - min_date).days
         )
-        dump(preprocessed, self.tickerdata_pickle)
+        dump(preprocessed, self.data_pickle_file)
 
         # We don't need exchange instance anymore while running hyperopt
         self.backtesting.exchange = None  # type: ignore
diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index d979a40e0..cfbda6714 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -6,7 +6,7 @@ import pandas as pd
 
 from freqtrade.configuration import TimeRange
 from freqtrade.data.btanalysis import (calculate_max_drawdown,
-                                       combine_tickers_with_mean,
+                                       combine_dataframes_with_mean,
                                        create_cum_profit,
                                        extract_trades_of_period, load_trades)
 from freqtrade.data.converter import trim_dataframe
@@ -29,7 +29,7 @@ except ImportError:
 def init_plotscript(config):
     """
     Initialize objects needed for plotting
-    :return: Dict with tickers, trades and pairs
+    :return: Dict with candle (OHLCV) data, trades and pairs
     """
 
     if "pairs" in config:
@@ -40,7 +40,7 @@ def init_plotscript(config):
     # Set timerange to use
     timerange = TimeRange.parse_timerange(config.get("timerange"))
 
-    tickers = load_data(
+    data = load_data(
         datadir=config.get("datadir"),
         pairs=pairs,
         timeframe=config.get('ticker_interval', '5m'),
@@ -53,7 +53,7 @@ def init_plotscript(config):
                          exportfilename=config.get('exportfilename'),
                          )
     trades = trim_dataframe(trades, timerange, 'open_time')
-    return {"tickers": tickers,
+    return {"ohlcv": data,
             "trades": trades,
             "pairs": pairs,
             }
@@ -368,10 +368,10 @@ def generate_candlestick_graph(pair: str, data: pd.DataFrame, trades: pd.DataFra
     return fig
 
 
-def generate_profit_graph(pairs: str, tickers: Dict[str, pd.DataFrame],
+def generate_profit_graph(pairs: str, data: Dict[str, pd.DataFrame],
                           trades: pd.DataFrame, timeframe: str) -> go.Figure:
     # Combine close-values for all pairs, rename columns to "pair"
-    df_comb = combine_tickers_with_mean(tickers, "close")
+    df_comb = combine_dataframes_with_mean(data, "close")
 
     # Add combined cumulative profit
     df_comb = create_cum_profit(df_comb, trades, 'cum_profit', timeframe)
@@ -439,7 +439,7 @@ def load_and_plot_trades(config: Dict[str, Any]):
     """
     From configuration provided
     - Initializes plot-script
-    - Get tickers data
+    - Get candle (OHLCV) data
     - Generate Dafaframes populated with indicators and signals based on configured strategy
     - Load trades excecuted during the selected period
     - Generate Plotly plot objects
@@ -451,13 +451,13 @@ def load_and_plot_trades(config: Dict[str, Any]):
     plot_elements = init_plotscript(config)
     trades = plot_elements['trades']
     pair_counter = 0
-    for pair, data in plot_elements["tickers"].items():
+    for pair, data in plot_elements["ohlcv"].items():
         pair_counter += 1
         logger.info("analyse pair %s", pair)
-        tickers = {}
-        tickers[pair] = data
+        ohlcv = {}
+        ohlcv[pair] = data
 
-        dataframe = strategy.analyze_ticker(tickers[pair], {'pair': pair})
+        dataframe = strategy.analyze_ticker(ohlcv[pair], {'pair': pair})
         trades_pair = trades.loc[trades['pair'] == pair]
         trades_pair = extract_trades_of_period(dataframe, trades_pair)
 
@@ -494,7 +494,7 @@ def plot_profit(config: Dict[str, Any]) -> None:
 
     # Create an average close price of all the pairs that were involved.
     # this could be useful to gauge the overall market trend
-    fig = generate_profit_graph(plot_elements["pairs"], plot_elements["tickers"],
+    fig = generate_profit_graph(plot_elements["pairs"], plot_elements["ohlcv"],
                                 trades, config.get('ticker_interval', '5m'))
     store_plot_file(fig, filename='freqtrade-profit-plot.html',
                     directory=config['user_data_dir'] / "plot", auto_open=True)
diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index d23af3f6e..696d2b2d2 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -59,7 +59,7 @@ class IStrategy(ABC):
     Attributes you can use:
         minimal_roi -> Dict: Minimal ROI designed for the strategy
         stoploss -> float: optimal stoploss designed for the strategy
-        ticker_interval -> str: value of the ticker interval to use for the strategy
+        ticker_interval -> str: value of the timeframe (ticker interval) to use with the strategy
     """
     # Strategy interface version
     # Default to version 2
@@ -125,7 +125,7 @@ class IStrategy(ABC):
     def populate_indicators(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
         """
         Populate indicators that will be used in the Buy and Sell strategy
-        :param dataframe: Raw data from the exchange and parsed by parse_ticker_dataframe()
+        :param dataframe: DataFrame with data from the exchange
         :param metadata: Additional information, like the currently traded pair
         :return: a Dataframe with all mandatory indicators for the strategies
         """
@@ -200,11 +200,11 @@ class IStrategy(ABC):
 
     def analyze_ticker(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
         """
-        Parses the given ticker history and returns a populated DataFrame
+        Parses the given candle (OHLCV) data and returns a populated DataFrame
         add several TA indicators and buy signal to it
-        :param dataframe: Dataframe containing ticker data
+        :param dataframe: Dataframe containing data from exchange
         :param metadata: Metadata dictionary with additional data (e.g. 'pair')
-        :return: DataFrame with ticker data and indicator data
+        :return: DataFrame of candle (OHLCV) data with indicator data and signals added
         """
         logger.debug("TA Analysis Launched")
         dataframe = self.advise_indicators(dataframe, metadata)
@@ -214,12 +214,12 @@ class IStrategy(ABC):
 
     def _analyze_ticker_internal(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
         """
-        Parses the given ticker history and returns a populated DataFrame
+        Parses the given candle (OHLCV) data and returns a populated DataFrame
         add several TA indicators and buy signal to it
         WARNING: Used internally only, may skip analysis if `process_only_new_candles` is set.
-        :param dataframe: Dataframe containing ticker data
+        :param dataframe: Dataframe containing data from exchange
         :param metadata: Metadata dictionary with additional data (e.g. 'pair')
-        :return: DataFrame with ticker data and indicator data
+        :return: DataFrame of candle (OHLCV) data with indicator data and signals added
         """
         pair = str(metadata.get('pair'))
 
@@ -251,21 +251,21 @@ class IStrategy(ABC):
         :return: (Buy, Sell) A bool-tuple indicating buy/sell signal
         """
         if not isinstance(dataframe, DataFrame) or dataframe.empty:
-            logger.warning('Empty ticker history for pair %s', pair)
+            logger.warning('Empty candle (OHLCV) data for pair %s', pair)
             return False, False
 
         try:
             dataframe = self._analyze_ticker_internal(dataframe, {'pair': pair})
         except ValueError as error:
             logger.warning(
-                'Unable to analyze ticker for pair %s: %s',
+                'Unable to analyze candle (OHLCV) data for pair %s: %s',
                 pair,
                 str(error)
             )
             return False, False
         except Exception as error:
             logger.exception(
-                'Unexpected error when analyzing ticker for pair %s: %s',
+                'Unexpected error when analyzing candle (OHLCV) data for pair %s: %s',
                 pair,
                 str(error)
             )
@@ -440,19 +440,19 @@ class IStrategy(ABC):
         else:
             return current_profit > roi
 
-    def tickerdata_to_dataframe(self, tickerdata: Dict[str, DataFrame]) -> Dict[str, DataFrame]:
+    def ohlcvdata_to_dataframe(self, data: Dict[str, DataFrame]) -> Dict[str, DataFrame]:
         """
-        Creates a dataframe and populates indicators for given ticker data
+        Creates a dataframe and populates indicators for given candle (OHLCV) data
         Used by optimize operations only, not during dry / live runs.
         """
         return {pair: self.advise_indicators(pair_data, {'pair': pair})
-                for pair, pair_data in tickerdata.items()}
+                for pair, pair_data in data.items()}
 
     def advise_indicators(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
         """
         Populate indicators that will be used in the Buy and Sell strategy
         This method should not be overridden.
-        :param dataframe: Raw data from the exchange and parsed by parse_ticker_dataframe()
+        :param dataframe: Dataframe with data from the exchange
         :param metadata: Additional information, like the currently traded pair
         :return: a Dataframe with all mandatory indicators for the strategies
         """
diff --git a/freqtrade/templates/base_strategy.py.j2 b/freqtrade/templates/base_strategy.py.j2
index fbf083387..97a189ff4 100644
--- a/freqtrade/templates/base_strategy.py.j2
+++ b/freqtrade/templates/base_strategy.py.j2
@@ -99,7 +99,7 @@ class {{ strategy }}(IStrategy):
         Performance Note: For the best performance be frugal on the number of indicators
         you are using. Let uncomment only the indicator you are using in your strategies
         or your hyperopt configuration, otherwise you will waste your memory and CPU usage.
-        :param dataframe: Raw data from the exchange and parsed by parse_ticker_dataframe()
+        :param dataframe: Dataframe with data from the exchange
         :param metadata: Additional information, like the currently traded pair
         :return: a Dataframe with all mandatory indicators for the strategies
         """
diff --git a/freqtrade/templates/sample_strategy.py b/freqtrade/templates/sample_strategy.py
index 17372e1e0..f78489173 100644
--- a/freqtrade/templates/sample_strategy.py
+++ b/freqtrade/templates/sample_strategy.py
@@ -116,7 +116,7 @@ class SampleStrategy(IStrategy):
         Performance Note: For the best performance be frugal on the number of indicators
         you are using. Let uncomment only the indicator you are using in your strategies
         or your hyperopt configuration, otherwise you will waste your memory and CPU usage.
-        :param dataframe: Raw data from the exchange and parsed by parse_ticker_dataframe()
+        :param dataframe: Dataframe with data from the exchange
         :param metadata: Additional information, like the currently traded pair
         :return: a Dataframe with all mandatory indicators for the strategies
         """
diff --git a/tests/conftest.py b/tests/conftest.py
index e8e3fe9e3..64d0cd5ee 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -15,7 +15,7 @@ from telegram import Chat, Message, Update
 
 from freqtrade import constants, persistence
 from freqtrade.commands import Arguments
-from freqtrade.data.converter import parse_ticker_dataframe
+from freqtrade.data.converter import ohlcv_to_dataframe
 from freqtrade.edge import Edge, PairInfo
 from freqtrade.exchange import Exchange
 from freqtrade.freqtradebot import FreqtradeBot
@@ -849,15 +849,15 @@ def order_book_l2():
 
 
 @pytest.fixture
-def ticker_history_list():
+def ohlcv_history_list():
     return [
         [
             1511686200000,  # unix timestamp ms
-            8.794e-05,  # open
-            8.948e-05,  # high
-            8.794e-05,  # low
-            8.88e-05,  # close
-            0.0877869,  # volume (in quote currency)
+            8.794e-05,      # open
+            8.948e-05,      # high
+            8.794e-05,      # low
+            8.88e-05,       # close
+            0.0877869,      # volume (in quote currency)
         ],
         [
             1511686500000,
@@ -879,8 +879,9 @@ def ticker_history_list():
 
 
 @pytest.fixture
-def ticker_history(ticker_history_list):
-    return parse_ticker_dataframe(ticker_history_list, "5m", pair="UNITTEST/BTC", fill_missing=True)
+def ohlcv_history(ohlcv_history_list):
+    return ohlcv_to_dataframe(ohlcv_history_list, "5m", pair="UNITTEST/BTC",
+                              fill_missing=True)
 
 
 @pytest.fixture
@@ -1195,8 +1196,8 @@ def tickers():
 @pytest.fixture
 def result(testdatadir):
     with (testdatadir / 'UNITTEST_BTC-1m.json').open('r') as data_file:
-        return parse_ticker_dataframe(json.load(data_file), '1m', pair="UNITTEST/BTC",
-                                      fill_missing=True)
+        return ohlcv_to_dataframe(json.load(data_file), '1m', pair="UNITTEST/BTC",
+                                  fill_missing=True)
 
 
 @pytest.fixture(scope="function")
diff --git a/tests/data/test_btanalysis.py b/tests/data/test_btanalysis.py
index 7e3c1f077..da5d225b9 100644
--- a/tests/data/test_btanalysis.py
+++ b/tests/data/test_btanalysis.py
@@ -8,7 +8,7 @@ from freqtrade.configuration import TimeRange
 from freqtrade.data.btanalysis import (BT_DATA_COLUMNS,
                                        analyze_trade_parallelism,
                                        calculate_max_drawdown,
-                                       combine_tickers_with_mean,
+                                       combine_dataframes_with_mean,
                                        create_cum_profit,
                                        extract_trades_of_period,
                                        load_backtest_data, load_trades,
@@ -120,13 +120,10 @@ def test_load_trades(default_conf, mocker):
     assert bt_mock.call_count == 1
 
 
-def test_combine_tickers_with_mean(testdatadir):
+def test_combine_dataframes_with_mean(testdatadir):
     pairs = ["ETH/BTC", "ADA/BTC"]
-    tickers = load_data(datadir=testdatadir,
-                        pairs=pairs,
-                        timeframe='5m'
-                        )
-    df = combine_tickers_with_mean(tickers)
+    data = load_data(datadir=testdatadir, pairs=pairs, timeframe='5m')
+    df = combine_dataframes_with_mean(data)
     assert isinstance(df, DataFrame)
     assert "ETH/BTC" in df.columns
     assert "ADA/BTC" in df.columns
diff --git a/tests/data/test_converter.py b/tests/data/test_converter.py
index a0ec2f46f..7dff520e0 100644
--- a/tests/data/test_converter.py
+++ b/tests/data/test_converter.py
@@ -5,9 +5,12 @@ from freqtrade.configuration.timerange import TimeRange
 from freqtrade.data.converter import (convert_ohlcv_format,
                                       convert_trades_format,
                                       ohlcv_fill_up_missing_data,
-                                      parse_ticker_dataframe, trim_dataframe)
-from freqtrade.data.history import (get_timerange, load_data,
-                                    load_pair_history, validate_backtest_data)
+                                      ohlcv_to_dataframe,
+                                      trim_dataframe)
+from freqtrade.data.history import (get_timerange,
+                                    load_data,
+                                    load_pair_history,
+                                    validate_backtest_data)
 from tests.conftest import log_has
 from tests.data.test_history import _backup_file, _clean_test_file
 
@@ -16,15 +19,15 @@ def test_dataframe_correct_columns(result):
     assert result.columns.tolist() == ['date', 'open', 'high', 'low', 'close', 'volume']
 
 
-def test_parse_ticker_dataframe(ticker_history_list, caplog):
+def test_ohlcv_to_dataframe(ohlcv_history_list, caplog):
     columns = ['date', 'open', 'high', 'low', 'close', 'volume']
 
     caplog.set_level(logging.DEBUG)
     # Test file with BV data
-    dataframe = parse_ticker_dataframe(ticker_history_list, '5m',
-                                       pair="UNITTEST/BTC", fill_missing=True)
+    dataframe = ohlcv_to_dataframe(ohlcv_history_list, '5m', pair="UNITTEST/BTC",
+                                   fill_missing=True)
     assert dataframe.columns.tolist() == columns
-    assert log_has('Parsing tickerlist to dataframe', caplog)
+    assert log_has('Converting candle (OHLCV) data to dataframe for pair UNITTEST/BTC.', caplog)
 
 
 def test_ohlcv_fill_up_missing_data(testdatadir, caplog):
@@ -84,7 +87,8 @@ def test_ohlcv_fill_up_missing_data2(caplog):
     ]
 
     # Generate test-data without filling missing
-    data = parse_ticker_dataframe(ticks, timeframe, pair="UNITTEST/BTC", fill_missing=False)
+    data = ohlcv_to_dataframe(ticks, timeframe, pair="UNITTEST/BTC",
+                              fill_missing=False)
     assert len(data) == 3
     caplog.set_level(logging.DEBUG)
     data2 = ohlcv_fill_up_missing_data(data, timeframe, "UNITTEST/BTC")
@@ -140,14 +144,14 @@ def test_ohlcv_drop_incomplete(caplog):
      ]
     ]
     caplog.set_level(logging.DEBUG)
-    data = parse_ticker_dataframe(ticks, timeframe, pair="UNITTEST/BTC",
-                                  fill_missing=False, drop_incomplete=False)
+    data = ohlcv_to_dataframe(ticks, timeframe, pair="UNITTEST/BTC",
+                              fill_missing=False, drop_incomplete=False)
     assert len(data) == 4
     assert not log_has("Dropping last candle", caplog)
 
     # Drop last candle
-    data = parse_ticker_dataframe(ticks, timeframe, pair="UNITTEST/BTC",
-                                  fill_missing=False, drop_incomplete=True)
+    data = ohlcv_to_dataframe(ticks, timeframe, pair="UNITTEST/BTC",
+                              fill_missing=False, drop_incomplete=True)
     assert len(data) == 3
 
     assert log_has("Dropping last candle", caplog)
diff --git a/tests/data/test_dataprovider.py b/tests/data/test_dataprovider.py
index 1dbe20936..2b3dda188 100644
--- a/tests/data/test_dataprovider.py
+++ b/tests/data/test_dataprovider.py
@@ -7,19 +7,19 @@ from freqtrade.state import RunMode
 from tests.conftest import get_patched_exchange
 
 
-def test_ohlcv(mocker, default_conf, ticker_history):
+def test_ohlcv(mocker, default_conf, ohlcv_history):
     default_conf["runmode"] = RunMode.DRY_RUN
     timeframe = default_conf["ticker_interval"]
     exchange = get_patched_exchange(mocker, default_conf)
-    exchange._klines[("XRP/BTC", timeframe)] = ticker_history
-    exchange._klines[("UNITTEST/BTC", timeframe)] = ticker_history
+    exchange._klines[("XRP/BTC", timeframe)] = ohlcv_history
+    exchange._klines[("UNITTEST/BTC", timeframe)] = ohlcv_history
 
     dp = DataProvider(default_conf, exchange)
     assert dp.runmode == RunMode.DRY_RUN
-    assert ticker_history.equals(dp.ohlcv("UNITTEST/BTC", timeframe))
+    assert ohlcv_history.equals(dp.ohlcv("UNITTEST/BTC", timeframe))
     assert isinstance(dp.ohlcv("UNITTEST/BTC", timeframe), DataFrame)
-    assert dp.ohlcv("UNITTEST/BTC", timeframe) is not ticker_history
-    assert dp.ohlcv("UNITTEST/BTC", timeframe, copy=False) is ticker_history
+    assert dp.ohlcv("UNITTEST/BTC", timeframe) is not ohlcv_history
+    assert dp.ohlcv("UNITTEST/BTC", timeframe, copy=False) is ohlcv_history
     assert not dp.ohlcv("UNITTEST/BTC", timeframe).empty
     assert dp.ohlcv("NONESENSE/AAA", timeframe).empty
 
@@ -37,8 +37,8 @@ def test_ohlcv(mocker, default_conf, ticker_history):
     assert dp.ohlcv("UNITTEST/BTC", timeframe).empty
 
 
-def test_historic_ohlcv(mocker, default_conf, ticker_history):
-    historymock = MagicMock(return_value=ticker_history)
+def test_historic_ohlcv(mocker, default_conf, ohlcv_history):
+    historymock = MagicMock(return_value=ohlcv_history)
     mocker.patch("freqtrade.data.dataprovider.load_pair_history", historymock)
 
     dp = DataProvider(default_conf, None)
@@ -48,18 +48,18 @@ def test_historic_ohlcv(mocker, default_conf, ticker_history):
     assert historymock.call_args_list[0][1]["timeframe"] == "5m"
 
 
-def test_get_pair_dataframe(mocker, default_conf, ticker_history):
+def test_get_pair_dataframe(mocker, default_conf, ohlcv_history):
     default_conf["runmode"] = RunMode.DRY_RUN
     ticker_interval = default_conf["ticker_interval"]
     exchange = get_patched_exchange(mocker, default_conf)
-    exchange._klines[("XRP/BTC", ticker_interval)] = ticker_history
-    exchange._klines[("UNITTEST/BTC", ticker_interval)] = ticker_history
+    exchange._klines[("XRP/BTC", ticker_interval)] = ohlcv_history
+    exchange._klines[("UNITTEST/BTC", ticker_interval)] = ohlcv_history
 
     dp = DataProvider(default_conf, exchange)
     assert dp.runmode == RunMode.DRY_RUN
-    assert ticker_history.equals(dp.get_pair_dataframe("UNITTEST/BTC", ticker_interval))
+    assert ohlcv_history.equals(dp.get_pair_dataframe("UNITTEST/BTC", ticker_interval))
     assert isinstance(dp.get_pair_dataframe("UNITTEST/BTC", ticker_interval), DataFrame)
-    assert dp.get_pair_dataframe("UNITTEST/BTC", ticker_interval) is not ticker_history
+    assert dp.get_pair_dataframe("UNITTEST/BTC", ticker_interval) is not ohlcv_history
     assert not dp.get_pair_dataframe("UNITTEST/BTC", ticker_interval).empty
     assert dp.get_pair_dataframe("NONESENSE/AAA", ticker_interval).empty
 
@@ -73,7 +73,7 @@ def test_get_pair_dataframe(mocker, default_conf, ticker_history):
     assert isinstance(dp.get_pair_dataframe("UNITTEST/BTC", ticker_interval), DataFrame)
     assert dp.get_pair_dataframe("NONESENSE/AAA", ticker_interval).empty
 
-    historymock = MagicMock(return_value=ticker_history)
+    historymock = MagicMock(return_value=ohlcv_history)
     mocker.patch("freqtrade.data.dataprovider.load_pair_history", historymock)
     default_conf["runmode"] = RunMode.BACKTEST
     dp = DataProvider(default_conf, exchange)
@@ -82,11 +82,11 @@ def test_get_pair_dataframe(mocker, default_conf, ticker_history):
     # assert dp.get_pair_dataframe("NONESENSE/AAA", ticker_interval).empty
 
 
-def test_available_pairs(mocker, default_conf, ticker_history):
+def test_available_pairs(mocker, default_conf, ohlcv_history):
     exchange = get_patched_exchange(mocker, default_conf)
     ticker_interval = default_conf["ticker_interval"]
-    exchange._klines[("XRP/BTC", ticker_interval)] = ticker_history
-    exchange._klines[("UNITTEST/BTC", ticker_interval)] = ticker_history
+    exchange._klines[("XRP/BTC", ticker_interval)] = ohlcv_history
+    exchange._klines[("UNITTEST/BTC", ticker_interval)] = ohlcv_history
 
     dp = DataProvider(default_conf, exchange)
     assert len(dp.available_pairs) == 2
@@ -96,7 +96,7 @@ def test_available_pairs(mocker, default_conf, ticker_history):
     ]
 
 
-def test_refresh(mocker, default_conf, ticker_history):
+def test_refresh(mocker, default_conf, ohlcv_history):
     refresh_mock = MagicMock()
     mocker.patch("freqtrade.exchange.Exchange.refresh_latest_ohlcv", refresh_mock)
 
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 9c9af9acd..12390538a 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -12,7 +12,7 @@ from pandas import DataFrame
 from pandas.testing import assert_frame_equal
 
 from freqtrade.configuration import TimeRange
-from freqtrade.data.converter import parse_ticker_dataframe
+from freqtrade.data.converter import ohlcv_to_dataframe
 from freqtrade.data.history.history_utils import (
     _download_pair_history, _download_trades_history,
     _load_cached_data_for_updating, convert_trades_to_ohlcv, get_timerange,
@@ -63,7 +63,7 @@ def _clean_test_file(file: Path) -> None:
         file_swp.rename(file)
 
 
-def test_load_data_30min_ticker(mocker, caplog, default_conf, testdatadir) -> None:
+def test_load_data_30min_timeframe(mocker, caplog, default_conf, testdatadir) -> None:
     ld = load_pair_history(pair='UNITTEST/BTC', timeframe='30m', datadir=testdatadir)
     assert isinstance(ld, DataFrame)
     assert not log_has(
@@ -72,7 +72,7 @@ def test_load_data_30min_ticker(mocker, caplog, default_conf, testdatadir) -> No
     )
 
 
-def test_load_data_7min_ticker(mocker, caplog, default_conf, testdatadir) -> None:
+def test_load_data_7min_timeframe(mocker, caplog, default_conf, testdatadir) -> None:
     ld = load_pair_history(pair='UNITTEST/BTC', timeframe='7m', datadir=testdatadir)
     assert isinstance(ld, DataFrame)
     assert ld.empty
@@ -82,8 +82,8 @@ def test_load_data_7min_ticker(mocker, caplog, default_conf, testdatadir) -> Non
     )
 
 
-def test_load_data_1min_ticker(ticker_history, mocker, caplog, testdatadir) -> None:
-    mocker.patch('freqtrade.exchange.Exchange.get_historic_ohlcv', return_value=ticker_history)
+def test_load_data_1min_timeframe(ohlcv_history, mocker, caplog, testdatadir) -> None:
+    mocker.patch('freqtrade.exchange.Exchange.get_historic_ohlcv', return_value=ohlcv_history)
     file = testdatadir / 'UNITTEST_BTC-1m.json'
     _backup_file(file, copy_file=True)
     load_data(datadir=testdatadir, timeframe='1m', pairs=['UNITTEST/BTC'])
@@ -110,12 +110,12 @@ def test_load_data_startup_candles(mocker, caplog, default_conf, testdatadir) ->
     assert ltfmock.call_args_list[0][1]['timerange'].startts == timerange.startts - 20 * 60
 
 
-def test_load_data_with_new_pair_1min(ticker_history_list, mocker, caplog,
+def test_load_data_with_new_pair_1min(ohlcv_history_list, mocker, caplog,
                                       default_conf, testdatadir) -> None:
     """
-    Test load_pair_history() with 1 min ticker
+    Test load_pair_history() with 1 min timeframe
     """
-    mocker.patch('freqtrade.exchange.Exchange.get_historic_ohlcv', return_value=ticker_history_list)
+    mocker.patch('freqtrade.exchange.Exchange.get_historic_ohlcv', return_value=ohlcv_history_list)
     exchange = get_patched_exchange(mocker, default_conf)
     file = testdatadir / 'MEME_BTC-1m.json'
 
@@ -188,8 +188,8 @@ def test_load_cached_data_for_updating(mocker, testdatadir) -> None:
     with open(test_filename, "rt") as file:
         test_data = json.load(file)
 
-    test_data_df = parse_ticker_dataframe(test_data, '1m', 'UNITTEST/BTC',
-                                          fill_missing=False, drop_incomplete=False)
+    test_data_df = ohlcv_to_dataframe(test_data, '1m', 'UNITTEST/BTC',
+                                      fill_missing=False, drop_incomplete=False)
     # now = last cached item + 1 hour
     now_ts = test_data[-1][0] / 1000 + 60 * 60
     mocker.patch('arrow.utcnow', return_value=arrow.get(now_ts))
@@ -230,8 +230,8 @@ def test_load_cached_data_for_updating(mocker, testdatadir) -> None:
     assert start_ts is None
 
 
-def test_download_pair_history(ticker_history_list, mocker, default_conf, testdatadir) -> None:
-    mocker.patch('freqtrade.exchange.Exchange.get_historic_ohlcv', return_value=ticker_history_list)
+def test_download_pair_history(ohlcv_history_list, mocker, default_conf, testdatadir) -> None:
+    mocker.patch('freqtrade.exchange.Exchange.get_historic_ohlcv', return_value=ohlcv_history_list)
     exchange = get_patched_exchange(mocker, default_conf)
     file1_1 = testdatadir / 'MEME_BTC-1m.json'
     file1_5 = testdatadir / 'MEME_BTC-5m.json'
@@ -293,7 +293,7 @@ def test_download_pair_history2(mocker, default_conf, testdatadir) -> None:
     assert json_dump_mock.call_count == 2
 
 
-def test_download_backtesting_data_exception(ticker_history, mocker, caplog,
+def test_download_backtesting_data_exception(ohlcv_history, mocker, caplog,
                                              default_conf, testdatadir) -> None:
     mocker.patch('freqtrade.exchange.Exchange.get_historic_ohlcv',
                  side_effect=Exception('File Error'))
@@ -321,15 +321,15 @@ def test_load_partial_missing(testdatadir, caplog) -> None:
     # Make sure we start fresh - test missing data at start
     start = arrow.get('2018-01-01T00:00:00')
     end = arrow.get('2018-01-11T00:00:00')
-    tickerdata = load_data(testdatadir, '5m', ['UNITTEST/BTC'], startup_candles=20,
-                           timerange=TimeRange('date', 'date', start.timestamp, end.timestamp))
+    data = load_data(testdatadir, '5m', ['UNITTEST/BTC'], startup_candles=20,
+                     timerange=TimeRange('date', 'date', start.timestamp, end.timestamp))
     assert log_has(
         'Using indicator startup period: 20 ...', caplog
     )
     # timedifference in 5 minutes
     td = ((end - start).total_seconds() // 60 // 5) + 1
-    assert td != len(tickerdata['UNITTEST/BTC'])
-    start_real = tickerdata['UNITTEST/BTC'].iloc[0, 0]
+    assert td != len(data['UNITTEST/BTC'])
+    start_real = data['UNITTEST/BTC'].iloc[0, 0]
     assert log_has(f'Missing data at start for pair '
                    f'UNITTEST/BTC, data starts at {start_real.strftime("%Y-%m-%d %H:%M:%S")}',
                    caplog)
@@ -337,14 +337,14 @@ def test_load_partial_missing(testdatadir, caplog) -> None:
     caplog.clear()
     start = arrow.get('2018-01-10T00:00:00')
     end = arrow.get('2018-02-20T00:00:00')
-    tickerdata = load_data(datadir=testdatadir, timeframe='5m', pairs=['UNITTEST/BTC'],
-                           timerange=TimeRange('date', 'date', start.timestamp, end.timestamp))
+    data = load_data(datadir=testdatadir, timeframe='5m', pairs=['UNITTEST/BTC'],
+                     timerange=TimeRange('date', 'date', start.timestamp, end.timestamp))
     # timedifference in 5 minutes
     td = ((end - start).total_seconds() // 60 // 5) + 1
-    assert td != len(tickerdata['UNITTEST/BTC'])
+    assert td != len(data['UNITTEST/BTC'])
 
     # Shift endtime with +5 - as last candle is dropped (partial candle)
-    end_real = arrow.get(tickerdata['UNITTEST/BTC'].iloc[-1, 0]).shift(minutes=5)
+    end_real = arrow.get(data['UNITTEST/BTC'].iloc[-1, 0]).shift(minutes=5)
     assert log_has(f'Missing data at end for pair '
                    f'UNITTEST/BTC, data ends at {end_real.strftime("%Y-%m-%d %H:%M:%S")}',
                    caplog)
@@ -403,7 +403,7 @@ def test_get_timerange(default_conf, mocker, testdatadir) -> None:
     default_conf.update({'strategy': 'DefaultStrategy'})
     strategy = StrategyResolver.load_strategy(default_conf)
 
-    data = strategy.tickerdata_to_dataframe(
+    data = strategy.ohlcvdata_to_dataframe(
         load_data(
             datadir=testdatadir,
             timeframe='1m',
@@ -421,7 +421,7 @@ def test_validate_backtest_data_warn(default_conf, mocker, caplog, testdatadir)
     default_conf.update({'strategy': 'DefaultStrategy'})
     strategy = StrategyResolver.load_strategy(default_conf)
 
-    data = strategy.tickerdata_to_dataframe(
+    data = strategy.ohlcvdata_to_dataframe(
         load_data(
             datadir=testdatadir,
             timeframe='1m',
@@ -446,7 +446,7 @@ def test_validate_backtest_data(default_conf, mocker, caplog, testdatadir) -> No
     strategy = StrategyResolver.load_strategy(default_conf)
 
     timerange = TimeRange('index', 'index', 200, 250)
-    data = strategy.tickerdata_to_dataframe(
+    data = strategy.ohlcvdata_to_dataframe(
         load_data(
             datadir=testdatadir,
             timeframe='5m',
diff --git a/tests/edge/test_edge.py b/tests/edge/test_edge.py
index 2a0d19128..c68ac477c 100644
--- a/tests/edge/test_edge.py
+++ b/tests/edge/test_edge.py
@@ -11,7 +11,7 @@ import pytest
 from pandas import DataFrame, to_datetime
 
 from freqtrade.exceptions import OperationalException
-from freqtrade.data.converter import parse_ticker_dataframe
+from freqtrade.data.converter import ohlcv_to_dataframe
 from freqtrade.edge import Edge, PairInfo
 from freqtrade.strategy.interface import SellType
 from tests.conftest import get_patched_freqtradebot, log_has
@@ -26,7 +26,7 @@ from tests.optimize import (BTContainer, BTrade, _build_backtest_dataframe,
 # 5) Stoploss and sell are hit. should sell on stoploss
 ####################################################################
 
-ticker_start_time = arrow.get(2018, 10, 3)
+tests_start_time = arrow.get(2018, 10, 3)
 ticker_interval_in_minute = 60
 _ohlc = {'date': 0, 'buy': 1, 'open': 2, 'high': 3, 'low': 4, 'close': 5, 'sell': 6, 'volume': 7}
 
@@ -43,10 +43,10 @@ def _validate_ohlc(buy_ohlc_sell_matrice):
 
 def _build_dataframe(buy_ohlc_sell_matrice):
     _validate_ohlc(buy_ohlc_sell_matrice)
-    tickers = []
+    data = []
     for ohlc in buy_ohlc_sell_matrice:
-        ticker = {
-            'date': ticker_start_time.shift(
+        d = {
+            'date': tests_start_time.shift(
                 minutes=(
                     ohlc[0] *
                     ticker_interval_in_minute)).timestamp *
@@ -57,9 +57,9 @@ def _build_dataframe(buy_ohlc_sell_matrice):
             'low': ohlc[4],
             'close': ohlc[5],
             'sell': ohlc[6]}
-        tickers.append(ticker)
+        data.append(d)
 
-    frame = DataFrame(tickers)
+    frame = DataFrame(data)
     frame['date'] = to_datetime(frame['date'],
                                 unit='ms',
                                 utc=True,
@@ -69,7 +69,7 @@ def _build_dataframe(buy_ohlc_sell_matrice):
 
 
 def _time_on_candle(number):
-    return np.datetime64(ticker_start_time.shift(
+    return np.datetime64(tests_start_time.shift(
         minutes=(number * ticker_interval_in_minute)).timestamp * 1000, 'ms')
 
 
@@ -262,7 +262,7 @@ def mocked_load_data(datadir, pairs=[], timeframe='0m',
 
     NEOBTC = [
         [
-            ticker_start_time.shift(minutes=(x * ticker_interval_in_minute)).timestamp * 1000,
+            tests_start_time.shift(minutes=(x * ticker_interval_in_minute)).timestamp * 1000,
             math.sin(x * hz) / 1000 + base,
             math.sin(x * hz) / 1000 + base + 0.0001,
             math.sin(x * hz) / 1000 + base - 0.0001,
@@ -274,7 +274,7 @@ def mocked_load_data(datadir, pairs=[], timeframe='0m',
     base = 0.002
     LTCBTC = [
         [
-            ticker_start_time.shift(minutes=(x * ticker_interval_in_minute)).timestamp * 1000,
+            tests_start_time.shift(minutes=(x * ticker_interval_in_minute)).timestamp * 1000,
             math.sin(x * hz) / 1000 + base,
             math.sin(x * hz) / 1000 + base + 0.0001,
             math.sin(x * hz) / 1000 + base - 0.0001,
@@ -282,8 +282,10 @@ def mocked_load_data(datadir, pairs=[], timeframe='0m',
             123.45
         ] for x in range(0, 500)]
 
-    pairdata = {'NEO/BTC': parse_ticker_dataframe(NEOBTC, '1h', pair="NEO/BTC", fill_missing=True),
-                'LTC/BTC': parse_ticker_dataframe(LTCBTC, '1h', pair="LTC/BTC", fill_missing=True)}
+    pairdata = {'NEO/BTC': ohlcv_to_dataframe(NEOBTC, '1h', pair="NEO/BTC",
+                                              fill_missing=True),
+                'LTC/BTC': ohlcv_to_dataframe(LTCBTC, '1h', pair="LTC/BTC",
+                                              fill_missing=True)}
     return pairdata
 
 
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 6bec53d49..8d8930f66 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -581,7 +581,7 @@ def test_validate_timeframes_failed(default_conf, mocker):
     mocker.patch('freqtrade.exchange.Exchange._load_markets', MagicMock(return_value={}))
     mocker.patch('freqtrade.exchange.Exchange.validate_pairs', MagicMock())
     with pytest.raises(OperationalException,
-                       match=r"Invalid ticker interval '3m'. This exchange supports.*"):
+                       match=r"Invalid timeframe '3m'. This exchange supports.*"):
         Exchange(default_conf)
     default_conf["ticker_interval"] = "15s"
 
@@ -1211,7 +1211,7 @@ def test_fetch_ticker(default_conf, mocker, exchange_name):
 @pytest.mark.parametrize("exchange_name", EXCHANGES)
 def test_get_historic_ohlcv(default_conf, mocker, caplog, exchange_name):
     exchange = get_patched_exchange(mocker, default_conf, id=exchange_name)
-    tick = [
+    ohlcv = [
         [
             arrow.utcnow().timestamp * 1000,  # unix timestamp ms
             1,  # open
@@ -1224,7 +1224,7 @@ def test_get_historic_ohlcv(default_conf, mocker, caplog, exchange_name):
     pair = 'ETH/BTC'
 
     async def mock_candle_hist(pair, timeframe, since_ms):
-        return pair, timeframe, tick
+        return pair, timeframe, ohlcv
 
     exchange._async_get_candle_history = Mock(wraps=mock_candle_hist)
     # one_call calculation * 1.8 should do 2 calls
@@ -1232,12 +1232,12 @@ def test_get_historic_ohlcv(default_conf, mocker, caplog, exchange_name):
     ret = exchange.get_historic_ohlcv(pair, "5m", int((arrow.utcnow().timestamp - since) * 1000))
 
     assert exchange._async_get_candle_history.call_count == 2
-    # Returns twice the above tick
+    # Returns twice the above OHLCV data
     assert len(ret) == 2
 
 
 def test_refresh_latest_ohlcv(mocker, default_conf, caplog) -> None:
-    tick = [
+    ohlcv = [
         [
             (arrow.utcnow().timestamp - 1) * 1000,  # unix timestamp ms
             1,  # open
@@ -1258,14 +1258,14 @@ def test_refresh_latest_ohlcv(mocker, default_conf, caplog) -> None:
 
     caplog.set_level(logging.DEBUG)
     exchange = get_patched_exchange(mocker, default_conf)
-    exchange._api_async.fetch_ohlcv = get_mock_coro(tick)
+    exchange._api_async.fetch_ohlcv = get_mock_coro(ohlcv)
 
     pairs = [('IOTA/ETH', '5m'), ('XRP/ETH', '5m')]
     # empty dicts
     assert not exchange._klines
     exchange.refresh_latest_ohlcv(pairs)
 
-    assert log_has(f'Refreshing ohlcv data for {len(pairs)} pairs', caplog)
+    assert log_has(f'Refreshing candle (OHLCV) data for {len(pairs)} pairs', caplog)
     assert exchange._klines
     assert exchange._api_async.fetch_ohlcv.call_count == 2
     for pair in pairs:
@@ -1283,14 +1283,15 @@ def test_refresh_latest_ohlcv(mocker, default_conf, caplog) -> None:
     exchange.refresh_latest_ohlcv([('IOTA/ETH', '5m'), ('XRP/ETH', '5m')])
 
     assert exchange._api_async.fetch_ohlcv.call_count == 2
-    assert log_has(f"Using cached ohlcv data for pair {pairs[0][0]}, timeframe {pairs[0][1]} ...",
+    assert log_has(f"Using cached candle (OHLCV) data for pair {pairs[0][0]}, "
+                   f"timeframe {pairs[0][1]} ...",
                    caplog)
 
 
 @pytest.mark.asyncio
 @pytest.mark.parametrize("exchange_name", EXCHANGES)
 async def test__async_get_candle_history(default_conf, mocker, caplog, exchange_name):
-    tick = [
+    ohlcv = [
         [
             arrow.utcnow().timestamp * 1000,  # unix timestamp ms
             1,  # open
@@ -1304,7 +1305,7 @@ async def test__async_get_candle_history(default_conf, mocker, caplog, exchange_
     caplog.set_level(logging.DEBUG)
     exchange = get_patched_exchange(mocker, default_conf, id=exchange_name)
     # Monkey-patch async function
-    exchange._api_async.fetch_ohlcv = get_mock_coro(tick)
+    exchange._api_async.fetch_ohlcv = get_mock_coro(ohlcv)
 
     pair = 'ETH/BTC'
     res = await exchange._async_get_candle_history(pair, "5m")
@@ -1312,9 +1313,9 @@ async def test__async_get_candle_history(default_conf, mocker, caplog, exchange_
     assert len(res) == 3
     assert res[0] == pair
     assert res[1] == "5m"
-    assert res[2] == tick
+    assert res[2] == ohlcv
     assert exchange._api_async.fetch_ohlcv.call_count == 1
-    assert not log_has(f"Using cached ohlcv data for {pair} ...", caplog)
+    assert not log_has(f"Using cached candle (OHLCV) data for {pair} ...", caplog)
 
     # exchange = Exchange(default_conf)
     await async_ccxt_exception(mocker, default_conf, MagicMock(),
@@ -1322,14 +1323,15 @@ async def test__async_get_candle_history(default_conf, mocker, caplog, exchange_
                                pair='ABCD/BTC', timeframe=default_conf['ticker_interval'])
 
     api_mock = MagicMock()
-    with pytest.raises(OperationalException, match=r'Could not fetch ticker data*'):
+    with pytest.raises(OperationalException,
+                       match=r'Could not fetch historical candle \(OHLCV\) data.*'):
         api_mock.fetch_ohlcv = MagicMock(side_effect=ccxt.BaseError("Unknown error"))
         exchange = get_patched_exchange(mocker, default_conf, api_mock, id=exchange_name)
         await exchange._async_get_candle_history(pair, "5m",
                                                  (arrow.utcnow().timestamp - 2000) * 1000)
 
     with pytest.raises(OperationalException, match=r'Exchange.* does not support fetching '
-                                                   r'historical candlestick data\..*'):
+                                                   r'historical candle \(OHLCV\) data\..*'):
         api_mock.fetch_ohlcv = MagicMock(side_effect=ccxt.NotSupported("Not supported"))
         exchange = get_patched_exchange(mocker, default_conf, api_mock, id=exchange_name)
         await exchange._async_get_candle_history(pair, "5m",
@@ -1339,7 +1341,7 @@ async def test__async_get_candle_history(default_conf, mocker, caplog, exchange_
 @pytest.mark.asyncio
 async def test__async_get_candle_history_empty(default_conf, mocker, caplog):
     """ Test empty exchange result """
-    tick = []
+    ohlcv = []
 
     caplog.set_level(logging.DEBUG)
     exchange = get_patched_exchange(mocker, default_conf)
@@ -1353,7 +1355,7 @@ async def test__async_get_candle_history_empty(default_conf, mocker, caplog):
     assert len(res) == 3
     assert res[0] == pair
     assert res[1] == "5m"
-    assert res[2] == tick
+    assert res[2] == ohlcv
     assert exchange._api_async.fetch_ohlcv.call_count == 1
 
 
@@ -1431,8 +1433,8 @@ async def test___async_get_candle_history_sort(default_conf, mocker, exchange_na
         return sorted(data, key=key)
 
     # GDAX use-case (real data from GDAX)
-    # This ticker history is ordered DESC (newest first, oldest last)
-    tick = [
+    # This OHLCV data is ordered DESC (newest first, oldest last)
+    ohlcv = [
         [1527833100000, 0.07666, 0.07671, 0.07666, 0.07668, 16.65244264],
         [1527832800000, 0.07662, 0.07666, 0.07662, 0.07666, 1.30051526],
         [1527832500000, 0.07656, 0.07661, 0.07656, 0.07661, 12.034778840000001],
@@ -1445,31 +1447,31 @@ async def test___async_get_candle_history_sort(default_conf, mocker, exchange_na
         [1527830400000, 0.07649, 0.07651, 0.07649, 0.07651, 2.5734867]
     ]
     exchange = get_patched_exchange(mocker, default_conf, id=exchange_name)
-    exchange._api_async.fetch_ohlcv = get_mock_coro(tick)
+    exchange._api_async.fetch_ohlcv = get_mock_coro(ohlcv)
     sort_mock = mocker.patch('freqtrade.exchange.exchange.sorted', MagicMock(side_effect=sort_data))
-    # Test the ticker history sort
+    # Test the OHLCV data sort
     res = await exchange._async_get_candle_history('ETH/BTC', default_conf['ticker_interval'])
     assert res[0] == 'ETH/BTC'
-    ticks = res[2]
+    res_ohlcv = res[2]
 
     assert sort_mock.call_count == 1
-    assert ticks[0][0] == 1527830400000
-    assert ticks[0][1] == 0.07649
-    assert ticks[0][2] == 0.07651
-    assert ticks[0][3] == 0.07649
-    assert ticks[0][4] == 0.07651
-    assert ticks[0][5] == 2.5734867
+    assert res_ohlcv[0][0] == 1527830400000
+    assert res_ohlcv[0][1] == 0.07649
+    assert res_ohlcv[0][2] == 0.07651
+    assert res_ohlcv[0][3] == 0.07649
+    assert res_ohlcv[0][4] == 0.07651
+    assert res_ohlcv[0][5] == 2.5734867
 
-    assert ticks[9][0] == 1527833100000
-    assert ticks[9][1] == 0.07666
-    assert ticks[9][2] == 0.07671
-    assert ticks[9][3] == 0.07666
-    assert ticks[9][4] == 0.07668
-    assert ticks[9][5] == 16.65244264
+    assert res_ohlcv[9][0] == 1527833100000
+    assert res_ohlcv[9][1] == 0.07666
+    assert res_ohlcv[9][2] == 0.07671
+    assert res_ohlcv[9][3] == 0.07666
+    assert res_ohlcv[9][4] == 0.07668
+    assert res_ohlcv[9][5] == 16.65244264
 
     # Bittrex use-case (real data from Bittrex)
-    # This ticker history is ordered ASC (oldest first, newest last)
-    tick = [
+    # This OHLCV data is ordered ASC (oldest first, newest last)
+    ohlcv = [
         [1527827700000, 0.07659999, 0.0766, 0.07627, 0.07657998, 1.85216924],
         [1527828000000, 0.07657995, 0.07657995, 0.0763, 0.0763, 26.04051037],
         [1527828300000, 0.0763, 0.07659998, 0.0763, 0.0764, 10.36434124],
@@ -1481,29 +1483,29 @@ async def test___async_get_candle_history_sort(default_conf, mocker, exchange_na
         [1527830100000, 0.076695, 0.07671, 0.07624171, 0.07671, 1.80689244],
         [1527830400000, 0.07671, 0.07674399, 0.07629216, 0.07655213, 2.31452783]
     ]
-    exchange._api_async.fetch_ohlcv = get_mock_coro(tick)
+    exchange._api_async.fetch_ohlcv = get_mock_coro(ohlcv)
     # Reset sort mock
     sort_mock = mocker.patch('freqtrade.exchange.sorted', MagicMock(side_effect=sort_data))
-    # Test the ticker history sort
+    # Test the OHLCV data sort
     res = await exchange._async_get_candle_history('ETH/BTC', default_conf['ticker_interval'])
     assert res[0] == 'ETH/BTC'
     assert res[1] == default_conf['ticker_interval']
-    ticks = res[2]
+    res_ohlcv = res[2]
     # Sorted not called again - data is already in order
     assert sort_mock.call_count == 0
-    assert ticks[0][0] == 1527827700000
-    assert ticks[0][1] == 0.07659999
-    assert ticks[0][2] == 0.0766
-    assert ticks[0][3] == 0.07627
-    assert ticks[0][4] == 0.07657998
-    assert ticks[0][5] == 1.85216924
+    assert res_ohlcv[0][0] == 1527827700000
+    assert res_ohlcv[0][1] == 0.07659999
+    assert res_ohlcv[0][2] == 0.0766
+    assert res_ohlcv[0][3] == 0.07627
+    assert res_ohlcv[0][4] == 0.07657998
+    assert res_ohlcv[0][5] == 1.85216924
 
-    assert ticks[9][0] == 1527830400000
-    assert ticks[9][1] == 0.07671
-    assert ticks[9][2] == 0.07674399
-    assert ticks[9][3] == 0.07629216
-    assert ticks[9][4] == 0.07655213
-    assert ticks[9][5] == 2.31452783
+    assert res_ohlcv[9][0] == 1527830400000
+    assert res_ohlcv[9][1] == 0.07671
+    assert res_ohlcv[9][2] == 0.07674399
+    assert res_ohlcv[9][3] == 0.07629216
+    assert res_ohlcv[9][4] == 0.07655213
+    assert res_ohlcv[9][5] == 2.31452783
 
 
 @pytest.mark.asyncio
diff --git a/tests/optimize/__init__.py b/tests/optimize/__init__.py
index 13605a38c..8bc66f02c 100644
--- a/tests/optimize/__init__.py
+++ b/tests/optimize/__init__.py
@@ -6,7 +6,7 @@ from pandas import DataFrame
 from freqtrade.exchange import timeframe_to_minutes
 from freqtrade.strategy.interface import SellType
 
-ticker_start_time = arrow.get(2018, 10, 3)
+tests_start_time = arrow.get(2018, 10, 3)
 tests_timeframe = '1h'
 
 
@@ -36,14 +36,14 @@ class BTContainer(NamedTuple):
 
 
 def _get_frame_time_from_offset(offset):
-    return ticker_start_time.shift(minutes=(offset * timeframe_to_minutes(tests_timeframe))
-                                   ).datetime
+    minutes = offset * timeframe_to_minutes(tests_timeframe)
+    return tests_start_time.shift(minutes=minutes).datetime
 
 
-def _build_backtest_dataframe(ticker_with_signals):
+def _build_backtest_dataframe(data):
     columns = ['date', 'open', 'high', 'low', 'close', 'volume', 'buy', 'sell']
 
-    frame = DataFrame.from_records(ticker_with_signals, columns=columns)
+    frame = DataFrame.from_records(data, columns=columns)
     frame['date'] = frame['date'].apply(_get_frame_time_from_offset)
     # Ensure floats are in place
     for column in ['open', 'high', 'low', 'close', 'volume']:
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 96855dc9d..1b6e23ffa 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -84,7 +84,7 @@ def simple_backtest(config, contour, num_results, mocker, testdatadir) -> None:
     backtesting = Backtesting(config)
 
     data = load_data_test(contour, testdatadir)
-    processed = backtesting.strategy.tickerdata_to_dataframe(data)
+    processed = backtesting.strategy.ohlcvdata_to_dataframe(data)
     min_date, max_date = get_timerange(processed)
     assert isinstance(processed, dict)
     results = backtesting.backtest(
@@ -105,7 +105,7 @@ def _make_backtest_conf(mocker, datadir, conf=None, pair='UNITTEST/BTC'):
     data = trim_dictlist(data, -201)
     patch_exchange(mocker)
     backtesting = Backtesting(conf)
-    processed = backtesting.strategy.tickerdata_to_dataframe(data)
+    processed = backtesting.strategy.ohlcvdata_to_dataframe(data)
     min_date, max_date = get_timerange(processed)
     return {
         'processed': processed,
@@ -275,7 +275,7 @@ def test_backtesting_init(mocker, default_conf, order_types) -> None:
     backtesting = Backtesting(default_conf)
     assert backtesting.config == default_conf
     assert backtesting.timeframe == '5m'
-    assert callable(backtesting.strategy.tickerdata_to_dataframe)
+    assert callable(backtesting.strategy.ohlcvdata_to_dataframe)
     assert callable(backtesting.strategy.advise_buy)
     assert callable(backtesting.strategy.advise_sell)
     assert isinstance(backtesting.strategy.dp, DataProvider)
@@ -297,7 +297,7 @@ def test_backtesting_init_no_ticker_interval(mocker, default_conf, caplog) -> No
             "or as cli argument `--ticker-interval 5m`", caplog)
 
 
-def test_tickerdata_with_fee(default_conf, mocker, testdatadir) -> None:
+def test_data_with_fee(default_conf, mocker, testdatadir) -> None:
     patch_exchange(mocker)
     default_conf['fee'] = 0.1234
 
@@ -307,21 +307,21 @@ def test_tickerdata_with_fee(default_conf, mocker, testdatadir) -> None:
     assert fee_mock.call_count == 0
 
 
-def test_tickerdata_to_dataframe_bt(default_conf, mocker, testdatadir) -> None:
+def test_data_to_dataframe_bt(default_conf, mocker, testdatadir) -> None:
     patch_exchange(mocker)
     timerange = TimeRange.parse_timerange('1510694220-1510700340')
-    tickerlist = history.load_data(testdatadir, '1m', ['UNITTEST/BTC'], timerange=timerange,
-                                   fill_up_missing=True)
+    data = history.load_data(testdatadir, '1m', ['UNITTEST/BTC'], timerange=timerange,
+                             fill_up_missing=True)
     backtesting = Backtesting(default_conf)
-    data = backtesting.strategy.tickerdata_to_dataframe(tickerlist)
-    assert len(data['UNITTEST/BTC']) == 102
+    processed = backtesting.strategy.ohlcvdata_to_dataframe(data)
+    assert len(processed['UNITTEST/BTC']) == 102
 
     # Load strategy to compare the result between Backtesting function and strategy are the same
     default_conf.update({'strategy': 'DefaultStrategy'})
     strategy = StrategyResolver.load_strategy(default_conf)
 
-    data2 = strategy.tickerdata_to_dataframe(tickerlist)
-    assert data['UNITTEST/BTC'].equals(data2['UNITTEST/BTC'])
+    processed2 = strategy.ohlcvdata_to_dataframe(data)
+    assert processed['UNITTEST/BTC'].equals(processed2['UNITTEST/BTC'])
 
 
 def test_backtesting_start(default_conf, mocker, testdatadir, caplog) -> None:
@@ -329,7 +329,6 @@ def test_backtesting_start(default_conf, mocker, testdatadir, caplog) -> None:
         return Arrow(2017, 11, 14, 21, 17), Arrow(2017, 11, 14, 22, 59)
 
     mocker.patch('freqtrade.data.history.get_timerange', get_timerange)
-    mocker.patch('freqtrade.exchange.Exchange.refresh_latest_ohlcv', MagicMock())
     patch_exchange(mocker)
     mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', MagicMock())
     mocker.patch('freqtrade.optimize.backtesting.generate_text_table', MagicMock(return_value=1))
@@ -360,7 +359,6 @@ def test_backtesting_start_no_data(default_conf, mocker, caplog, testdatadir) ->
     mocker.patch('freqtrade.data.history.history_utils.load_pair_history',
                  MagicMock(return_value=pd.DataFrame()))
     mocker.patch('freqtrade.data.history.get_timerange', get_timerange)
-    mocker.patch('freqtrade.exchange.Exchange.refresh_latest_ohlcv', MagicMock())
     patch_exchange(mocker)
     mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', MagicMock())
     mocker.patch('freqtrade.optimize.backtesting.generate_text_table', MagicMock(return_value=1))
@@ -385,10 +383,10 @@ def test_backtest(default_conf, fee, mocker, testdatadir) -> None:
     timerange = TimeRange('date', None, 1517227800, 0)
     data = history.load_data(datadir=testdatadir, timeframe='5m', pairs=['UNITTEST/BTC'],
                              timerange=timerange)
-    data_processed = backtesting.strategy.tickerdata_to_dataframe(data)
-    min_date, max_date = get_timerange(data_processed)
+    processed = backtesting.strategy.ohlcvdata_to_dataframe(data)
+    min_date, max_date = get_timerange(processed)
     results = backtesting.backtest(
-        processed=data_processed,
+        processed=processed,
         stake_amount=default_conf['stake_amount'],
         start_date=min_date,
         end_date=max_date,
@@ -416,7 +414,7 @@ def test_backtest(default_conf, fee, mocker, testdatadir) -> None:
          'sell_reason': [SellType.ROI, SellType.ROI]
          })
     pd.testing.assert_frame_equal(results, expected)
-    data_pair = data_processed[pair]
+    data_pair = processed[pair]
     for _, t in results.iterrows():
         ln = data_pair.loc[data_pair["date"] == t["open_time"]]
         # Check open trade rate alignes to open rate
@@ -439,7 +437,7 @@ def test_backtest_1min_ticker_interval(default_conf, fee, mocker, testdatadir) -
     timerange = TimeRange.parse_timerange('1510688220-1510700340')
     data = history.load_data(datadir=testdatadir, timeframe='1m', pairs=['UNITTEST/BTC'],
                              timerange=timerange)
-    processed = backtesting.strategy.tickerdata_to_dataframe(data)
+    processed = backtesting.strategy.ohlcvdata_to_dataframe(data)
     min_date, max_date = get_timerange(processed)
     results = backtesting.backtest(
         processed=processed,
@@ -458,7 +456,7 @@ def test_processed(default_conf, mocker, testdatadir) -> None:
     backtesting = Backtesting(default_conf)
 
     dict_of_tickerrows = load_data_test('raise', testdatadir)
-    dataframes = backtesting.strategy.tickerdata_to_dataframe(dict_of_tickerrows)
+    dataframes = backtesting.strategy.ohlcvdata_to_dataframe(dict_of_tickerrows)
     dataframe = dataframes['UNITTEST/BTC']
     cols = dataframe.columns
     # assert the dataframe got some of the indicator columns
@@ -557,10 +555,10 @@ def test_backtest_multi_pair(default_conf, fee, mocker, tres, pair, testdatadir)
     backtesting.strategy.advise_buy = _trend_alternate_hold  # Override
     backtesting.strategy.advise_sell = _trend_alternate_hold  # Override
 
-    data_processed = backtesting.strategy.tickerdata_to_dataframe(data)
-    min_date, max_date = get_timerange(data_processed)
+    processed = backtesting.strategy.ohlcvdata_to_dataframe(data)
+    min_date, max_date = get_timerange(processed)
     backtest_conf = {
-        'processed': data_processed,
+        'processed': processed,
         'stake_amount': default_conf['stake_amount'],
         'start_date': min_date,
         'end_date': max_date,
@@ -576,7 +574,7 @@ def test_backtest_multi_pair(default_conf, fee, mocker, tres, pair, testdatadir)
     assert len(evaluate_result_multi(results, '5m', 3)) == 0
 
     backtest_conf = {
-        'processed': data_processed,
+        'processed': processed,
         'stake_amount': default_conf['stake_amount'],
         'start_date': min_date,
         'end_date': max_date,
diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index 0406157f6..eefc6b28a 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -524,7 +524,7 @@ def test_start_calls_optimizer(mocker, default_conf, caplog, capsys) -> None:
         }])
     )
     patch_exchange(mocker)
-    # Co-test loading ticker-interval from strategy
+    # Co-test loading timeframe from strategy
     del default_conf['ticker_interval']
     default_conf.update({'config': 'config.json.example',
                          'hyperopt': 'DefaultHyperOpt',
@@ -534,7 +534,7 @@ def test_start_calls_optimizer(mocker, default_conf, caplog, capsys) -> None:
                          'hyperopt_jobs': 1, })
 
     hyperopt = Hyperopt(default_conf)
-    hyperopt.backtesting.strategy.tickerdata_to_dataframe = MagicMock()
+    hyperopt.backtesting.strategy.ohlcvdata_to_dataframe = MagicMock()
     hyperopt.custom_hyperopt.generate_roi_table = MagicMock(return_value={})
 
     hyperopt.start()
@@ -544,7 +544,7 @@ def test_start_calls_optimizer(mocker, default_conf, caplog, capsys) -> None:
     out, err = capsys.readouterr()
     assert 'Best result:\n\n*    1/1: foo result Objective: 1.00000\n' in out
     assert dumper.called
-    # Should be called twice, once for tickerdata, once to save evaluations
+    # Should be called twice, once for historical candle data, once to save evaluations
     assert dumper.call_count == 2
     assert hasattr(hyperopt.backtesting.strategy, "advise_sell")
     assert hasattr(hyperopt.backtesting.strategy, "advise_buy")
@@ -630,8 +630,8 @@ def test_has_space(hyperopt, spaces, expected_results):
 
 
 def test_populate_indicators(hyperopt, testdatadir) -> None:
-    tickerlist = load_data(testdatadir, '1m', ['UNITTEST/BTC'], fill_up_missing=True)
-    dataframes = hyperopt.backtesting.strategy.tickerdata_to_dataframe(tickerlist)
+    data = load_data(testdatadir, '1m', ['UNITTEST/BTC'], fill_up_missing=True)
+    dataframes = hyperopt.backtesting.strategy.ohlcvdata_to_dataframe(data)
     dataframe = hyperopt.custom_hyperopt.populate_indicators(dataframes['UNITTEST/BTC'],
                                                              {'pair': 'UNITTEST/BTC'})
 
@@ -642,8 +642,8 @@ def test_populate_indicators(hyperopt, testdatadir) -> None:
 
 
 def test_buy_strategy_generator(hyperopt, testdatadir) -> None:
-    tickerlist = load_data(testdatadir, '1m', ['UNITTEST/BTC'], fill_up_missing=True)
-    dataframes = hyperopt.backtesting.strategy.tickerdata_to_dataframe(tickerlist)
+    data = load_data(testdatadir, '1m', ['UNITTEST/BTC'], fill_up_missing=True)
+    dataframes = hyperopt.backtesting.strategy.ohlcvdata_to_dataframe(data)
     dataframe = hyperopt.custom_hyperopt.populate_indicators(dataframes['UNITTEST/BTC'],
                                                              {'pair': 'UNITTEST/BTC'})
 
@@ -783,7 +783,7 @@ def test_clean_hyperopt(mocker, default_conf, caplog):
     h = Hyperopt(default_conf)
 
     assert unlinkmock.call_count == 2
-    assert log_has(f"Removing `{h.tickerdata_pickle}`.", caplog)
+    assert log_has(f"Removing `{h.data_pickle_file}`.", caplog)
 
 
 def test_continue_hyperopt(mocker, default_conf, caplog):
@@ -845,7 +845,7 @@ def test_print_json_spaces_all(mocker, default_conf, caplog, capsys) -> None:
                          })
 
     hyperopt = Hyperopt(default_conf)
-    hyperopt.backtesting.strategy.tickerdata_to_dataframe = MagicMock()
+    hyperopt.backtesting.strategy.ohlcvdata_to_dataframe = MagicMock()
     hyperopt.custom_hyperopt.generate_roi_table = MagicMock(return_value={})
 
     hyperopt.start()
@@ -859,7 +859,7 @@ def test_print_json_spaces_all(mocker, default_conf, caplog, capsys) -> None:
     )
     assert result_str in out  # noqa: E501
     assert dumper.called
-    # Should be called twice, once for tickerdata, once to save evaluations
+    # Should be called twice, once for historical candle data, once to save evaluations
     assert dumper.call_count == 2
 
 
@@ -903,7 +903,7 @@ def test_print_json_spaces_default(mocker, default_conf, caplog, capsys) -> None
                          })
 
     hyperopt = Hyperopt(default_conf)
-    hyperopt.backtesting.strategy.tickerdata_to_dataframe = MagicMock()
+    hyperopt.backtesting.strategy.ohlcvdata_to_dataframe = MagicMock()
     hyperopt.custom_hyperopt.generate_roi_table = MagicMock(return_value={})
 
     hyperopt.start()
@@ -913,7 +913,7 @@ def test_print_json_spaces_default(mocker, default_conf, caplog, capsys) -> None
     out, err = capsys.readouterr()
     assert '{"params":{"mfi-value":null,"sell-mfi-value":null},"minimal_roi":{},"stoploss":null}' in out  # noqa: E501
     assert dumper.called
-    # Should be called twice, once for tickerdata, once to save evaluations
+    # Should be called twice, once for historical candle data, once to save evaluations
     assert dumper.call_count == 2
 
 
@@ -953,7 +953,7 @@ def test_print_json_spaces_roi_stoploss(mocker, default_conf, caplog, capsys) ->
                          })
 
     hyperopt = Hyperopt(default_conf)
-    hyperopt.backtesting.strategy.tickerdata_to_dataframe = MagicMock()
+    hyperopt.backtesting.strategy.ohlcvdata_to_dataframe = MagicMock()
     hyperopt.custom_hyperopt.generate_roi_table = MagicMock(return_value={})
 
     hyperopt.start()
@@ -963,7 +963,7 @@ def test_print_json_spaces_roi_stoploss(mocker, default_conf, caplog, capsys) ->
     out, err = capsys.readouterr()
     assert '{"minimal_roi":{},"stoploss":null}' in out
     assert dumper.called
-    # Should be called twice, once for tickerdata, once to save evaluations
+    # Should be called twice, once for historical candle data, once to save evaluations
     assert dumper.call_count == 2
 
 
@@ -1000,7 +1000,7 @@ def test_simplified_interface_roi_stoploss(mocker, default_conf, caplog, capsys)
                          'hyperopt_jobs': 1, })
 
     hyperopt = Hyperopt(default_conf)
-    hyperopt.backtesting.strategy.tickerdata_to_dataframe = MagicMock()
+    hyperopt.backtesting.strategy.ohlcvdata_to_dataframe = MagicMock()
     hyperopt.custom_hyperopt.generate_roi_table = MagicMock(return_value={})
 
     del hyperopt.custom_hyperopt.__class__.buy_strategy_generator
@@ -1015,7 +1015,7 @@ def test_simplified_interface_roi_stoploss(mocker, default_conf, caplog, capsys)
     out, err = capsys.readouterr()
     assert 'Best result:\n\n*    1/1: foo result Objective: 1.00000\n' in out
     assert dumper.called
-    # Should be called twice, once for tickerdata, once to save evaluations
+    # Should be called twice, once for historical candle data, once to save evaluations
     assert dumper.call_count == 2
     assert hasattr(hyperopt.backtesting.strategy, "advise_sell")
     assert hasattr(hyperopt.backtesting.strategy, "advise_buy")
@@ -1043,7 +1043,7 @@ def test_simplified_interface_all_failed(mocker, default_conf, caplog, capsys) -
                          'hyperopt_jobs': 1, })
 
     hyperopt = Hyperopt(default_conf)
-    hyperopt.backtesting.strategy.tickerdata_to_dataframe = MagicMock()
+    hyperopt.backtesting.strategy.ohlcvdata_to_dataframe = MagicMock()
     hyperopt.custom_hyperopt.generate_roi_table = MagicMock(return_value={})
 
     del hyperopt.custom_hyperopt.__class__.buy_strategy_generator
@@ -1088,7 +1088,7 @@ def test_simplified_interface_buy(mocker, default_conf, caplog, capsys) -> None:
                          'hyperopt_jobs': 1, })
 
     hyperopt = Hyperopt(default_conf)
-    hyperopt.backtesting.strategy.tickerdata_to_dataframe = MagicMock()
+    hyperopt.backtesting.strategy.ohlcvdata_to_dataframe = MagicMock()
     hyperopt.custom_hyperopt.generate_roi_table = MagicMock(return_value={})
 
     # TODO: sell_strategy_generator() is actually not called because
@@ -1103,7 +1103,7 @@ def test_simplified_interface_buy(mocker, default_conf, caplog, capsys) -> None:
     out, err = capsys.readouterr()
     assert 'Best result:\n\n*    1/1: foo result Objective: 1.00000\n' in out
     assert dumper.called
-    # Should be called twice, once for tickerdata, once to save evaluations
+    # Should be called twice, once for historical candle data, once to save evaluations
     assert dumper.call_count == 2
     assert hasattr(hyperopt.backtesting.strategy, "advise_sell")
     assert hasattr(hyperopt.backtesting.strategy, "advise_buy")
@@ -1145,7 +1145,7 @@ def test_simplified_interface_sell(mocker, default_conf, caplog, capsys) -> None
                          'hyperopt_jobs': 1, })
 
     hyperopt = Hyperopt(default_conf)
-    hyperopt.backtesting.strategy.tickerdata_to_dataframe = MagicMock()
+    hyperopt.backtesting.strategy.ohlcvdata_to_dataframe = MagicMock()
     hyperopt.custom_hyperopt.generate_roi_table = MagicMock(return_value={})
 
     # TODO: buy_strategy_generator() is actually not called because
@@ -1160,7 +1160,7 @@ def test_simplified_interface_sell(mocker, default_conf, caplog, capsys) -> None
     out, err = capsys.readouterr()
     assert 'Best result:\n\n*    1/1: foo result Objective: 1.00000\n' in out
     assert dumper.called
-    # Should be called twice, once for tickerdata, once to save evaluations
+    # Should be called twice, once for historical candle data, once to save evaluations
     assert dumper.call_count == 2
     assert hasattr(hyperopt.backtesting.strategy, "advise_sell")
     assert hasattr(hyperopt.backtesting.strategy, "advise_buy")
@@ -1194,7 +1194,7 @@ def test_simplified_interface_failed(mocker, default_conf, caplog, capsys, metho
                          'hyperopt_jobs': 1, })
 
     hyperopt = Hyperopt(default_conf)
-    hyperopt.backtesting.strategy.tickerdata_to_dataframe = MagicMock()
+    hyperopt.backtesting.strategy.ohlcvdata_to_dataframe = MagicMock()
     hyperopt.custom_hyperopt.generate_roi_table = MagicMock(return_value={})
 
     delattr(hyperopt.custom_hyperopt.__class__, method)
diff --git a/tests/strategy/strats/default_strategy.py b/tests/strategy/strats/default_strategy.py
index 6c343b477..7ea55d3f9 100644
--- a/tests/strategy/strats/default_strategy.py
+++ b/tests/strategy/strats/default_strategy.py
@@ -68,7 +68,7 @@ class DefaultStrategy(IStrategy):
         Performance Note: For the best performance be frugal on the number of indicators
         you are using. Let uncomment only the indicator you are using in your strategies
         or your hyperopt configuration, otherwise you will waste your memory and CPU usage.
-        :param dataframe: Raw data from the exchange and parsed by parse_ticker_dataframe()
+        :param dataframe: Dataframe with data from the exchange
         :param metadata: Additional information, like the currently traded pair
         :return: a Dataframe with all mandatory indicators for the strategies
         """
diff --git a/tests/strategy/test_interface.py b/tests/strategy/test_interface.py
index 86d0738c6..949dda4a0 100644
--- a/tests/strategy/test_interface.py
+++ b/tests/strategy/test_interface.py
@@ -17,69 +17,69 @@ from tests.conftest import get_patched_exchange, log_has
 _STRATEGY = DefaultStrategy(config={})
 
 
-def test_returns_latest_buy_signal(mocker, default_conf, ticker_history):
+def test_returns_latest_buy_signal(mocker, default_conf, ohlcv_history):
     mocker.patch.object(
         _STRATEGY, '_analyze_ticker_internal',
         return_value=DataFrame([{'buy': 1, 'sell': 0, 'date': arrow.utcnow()}])
     )
-    assert _STRATEGY.get_signal('ETH/BTC', '5m', ticker_history) == (True, False)
+    assert _STRATEGY.get_signal('ETH/BTC', '5m', ohlcv_history) == (True, False)
 
     mocker.patch.object(
         _STRATEGY, '_analyze_ticker_internal',
         return_value=DataFrame([{'buy': 0, 'sell': 1, 'date': arrow.utcnow()}])
     )
-    assert _STRATEGY.get_signal('ETH/BTC', '5m', ticker_history) == (False, True)
+    assert _STRATEGY.get_signal('ETH/BTC', '5m', ohlcv_history) == (False, True)
 
 
-def test_returns_latest_sell_signal(mocker, default_conf, ticker_history):
+def test_returns_latest_sell_signal(mocker, default_conf, ohlcv_history):
     mocker.patch.object(
         _STRATEGY, '_analyze_ticker_internal',
         return_value=DataFrame([{'sell': 1, 'buy': 0, 'date': arrow.utcnow()}])
     )
 
-    assert _STRATEGY.get_signal('ETH/BTC', '5m', ticker_history) == (False, True)
+    assert _STRATEGY.get_signal('ETH/BTC', '5m', ohlcv_history) == (False, True)
 
     mocker.patch.object(
         _STRATEGY, '_analyze_ticker_internal',
         return_value=DataFrame([{'sell': 0, 'buy': 1, 'date': arrow.utcnow()}])
     )
-    assert _STRATEGY.get_signal('ETH/BTC', '5m', ticker_history) == (True, False)
+    assert _STRATEGY.get_signal('ETH/BTC', '5m', ohlcv_history) == (True, False)
 
 
 def test_get_signal_empty(default_conf, mocker, caplog):
     assert (False, False) == _STRATEGY.get_signal('foo', default_conf['ticker_interval'],
                                                   DataFrame())
-    assert log_has('Empty ticker history for pair foo', caplog)
+    assert log_has('Empty candle (OHLCV) data for pair foo', caplog)
     caplog.clear()
 
     assert (False, False) == _STRATEGY.get_signal('bar', default_conf['ticker_interval'],
                                                   [])
-    assert log_has('Empty ticker history for pair bar', caplog)
+    assert log_has('Empty candle (OHLCV) data for pair bar', caplog)
 
 
-def test_get_signal_exception_valueerror(default_conf, mocker, caplog, ticker_history):
+def test_get_signal_exception_valueerror(default_conf, mocker, caplog, ohlcv_history):
     caplog.set_level(logging.INFO)
     mocker.patch.object(
         _STRATEGY, '_analyze_ticker_internal',
         side_effect=ValueError('xyz')
     )
     assert (False, False) == _STRATEGY.get_signal('foo', default_conf['ticker_interval'],
-                                                  ticker_history)
-    assert log_has('Unable to analyze ticker for pair foo: xyz', caplog)
+                                                  ohlcv_history)
+    assert log_has('Unable to analyze candle (OHLCV) data for pair foo: xyz', caplog)
 
 
-def test_get_signal_empty_dataframe(default_conf, mocker, caplog, ticker_history):
+def test_get_signal_empty_dataframe(default_conf, mocker, caplog, ohlcv_history):
     caplog.set_level(logging.INFO)
     mocker.patch.object(
         _STRATEGY, '_analyze_ticker_internal',
         return_value=DataFrame([])
     )
     assert (False, False) == _STRATEGY.get_signal('xyz', default_conf['ticker_interval'],
-                                                  ticker_history)
+                                                  ohlcv_history)
     assert log_has('Empty dataframe for pair xyz', caplog)
 
 
-def test_get_signal_old_dataframe(default_conf, mocker, caplog, ticker_history):
+def test_get_signal_old_dataframe(default_conf, mocker, caplog, ohlcv_history):
     caplog.set_level(logging.INFO)
     # default_conf defines a 5m interval. we check interval * 2 + 5m
     # this is necessary as the last candle is removed (partial candles) by default
@@ -90,7 +90,7 @@ def test_get_signal_old_dataframe(default_conf, mocker, caplog, ticker_history):
         return_value=DataFrame(ticks)
     )
     assert (False, False) == _STRATEGY.get_signal('xyz', default_conf['ticker_interval'],
-                                                  ticker_history)
+                                                  ohlcv_history)
     assert log_has('Outdated history for pair xyz. Last tick is 16 minutes old', caplog)
 
 
@@ -103,15 +103,15 @@ def test_get_signal_handles_exceptions(mocker, default_conf):
     assert _STRATEGY.get_signal(exchange, 'ETH/BTC', '5m') == (False, False)
 
 
-def test_tickerdata_to_dataframe(default_conf, testdatadir) -> None:
+def test_ohlcvdata_to_dataframe(default_conf, testdatadir) -> None:
     default_conf.update({'strategy': 'DefaultStrategy'})
     strategy = StrategyResolver.load_strategy(default_conf)
 
     timerange = TimeRange.parse_timerange('1510694220-1510700340')
-    tickerlist = load_data(testdatadir, '1m', ['UNITTEST/BTC'], timerange=timerange,
-                           fill_up_missing=True)
-    data = strategy.tickerdata_to_dataframe(tickerlist)
-    assert len(data['UNITTEST/BTC']) == 102       # partial candle was removed
+    data = load_data(testdatadir, '1m', ['UNITTEST/BTC'], timerange=timerange,
+                     fill_up_missing=True)
+    processed = strategy.ohlcvdata_to_dataframe(data)
+    assert len(processed['UNITTEST/BTC']) == 102  # partial candle was removed
 
 
 def test_min_roi_reached(default_conf, fee) -> None:
@@ -222,7 +222,7 @@ def test_min_roi_reached3(default_conf, fee) -> None:
     assert strategy.min_roi_reached(trade, 0.31, arrow.utcnow().shift(minutes=-2).datetime)
 
 
-def test_analyze_ticker_default(ticker_history, mocker, caplog) -> None:
+def test_analyze_ticker_default(ohlcv_history, mocker, caplog) -> None:
     caplog.set_level(logging.DEBUG)
     ind_mock = MagicMock(side_effect=lambda x, meta: x)
     buy_mock = MagicMock(side_effect=lambda x, meta: x)
@@ -235,7 +235,7 @@ def test_analyze_ticker_default(ticker_history, mocker, caplog) -> None:
 
     )
     strategy = DefaultStrategy({})
-    strategy.analyze_ticker(ticker_history, {'pair': 'ETH/BTC'})
+    strategy.analyze_ticker(ohlcv_history, {'pair': 'ETH/BTC'})
     assert ind_mock.call_count == 1
     assert buy_mock.call_count == 1
     assert buy_mock.call_count == 1
@@ -244,7 +244,7 @@ def test_analyze_ticker_default(ticker_history, mocker, caplog) -> None:
     assert not log_has('Skipping TA Analysis for already analyzed candle', caplog)
     caplog.clear()
 
-    strategy.analyze_ticker(ticker_history, {'pair': 'ETH/BTC'})
+    strategy.analyze_ticker(ohlcv_history, {'pair': 'ETH/BTC'})
     # No analysis happens as process_only_new_candles is true
     assert ind_mock.call_count == 2
     assert buy_mock.call_count == 2
@@ -253,7 +253,7 @@ def test_analyze_ticker_default(ticker_history, mocker, caplog) -> None:
     assert not log_has('Skipping TA Analysis for already analyzed candle', caplog)
 
 
-def test__analyze_ticker_internal_skip_analyze(ticker_history, mocker, caplog) -> None:
+def test__analyze_ticker_internal_skip_analyze(ohlcv_history, mocker, caplog) -> None:
     caplog.set_level(logging.DEBUG)
     ind_mock = MagicMock(side_effect=lambda x, meta: x)
     buy_mock = MagicMock(side_effect=lambda x, meta: x)
@@ -268,7 +268,7 @@ def test__analyze_ticker_internal_skip_analyze(ticker_history, mocker, caplog) -
     strategy = DefaultStrategy({})
     strategy.process_only_new_candles = True
 
-    ret = strategy._analyze_ticker_internal(ticker_history, {'pair': 'ETH/BTC'})
+    ret = strategy._analyze_ticker_internal(ohlcv_history, {'pair': 'ETH/BTC'})
     assert 'high' in ret.columns
     assert 'low' in ret.columns
     assert 'close' in ret.columns
@@ -280,7 +280,7 @@ def test__analyze_ticker_internal_skip_analyze(ticker_history, mocker, caplog) -
     assert not log_has('Skipping TA Analysis for already analyzed candle', caplog)
     caplog.clear()
 
-    ret = strategy._analyze_ticker_internal(ticker_history, {'pair': 'ETH/BTC'})
+    ret = strategy._analyze_ticker_internal(ohlcv_history, {'pair': 'ETH/BTC'})
     # No analysis happens as process_only_new_candles is true
     assert ind_mock.call_count == 1
     assert buy_mock.call_count == 1
diff --git a/tests/test_misc.py b/tests/test_misc.py
index 83e008466..c1e23926b 100644
--- a/tests/test_misc.py
+++ b/tests/test_misc.py
@@ -6,7 +6,7 @@ from unittest.mock import MagicMock
 
 import pytest
 
-from freqtrade.data.converter import parse_ticker_dataframe
+from freqtrade.data.converter import ohlcv_to_dataframe
 from freqtrade.misc import (datesarray_to_datetimearray, file_dump_json,
                             file_load_json, format_ms_time, pair_to_filename,
                             plural, shorten_date)
@@ -18,9 +18,9 @@ def test_shorten_date() -> None:
     assert shorten_date(str_data) == str_shorten_data
 
 
-def test_datesarray_to_datetimearray(ticker_history_list):
-    dataframes = parse_ticker_dataframe(ticker_history_list, "5m", pair="UNITTEST/BTC",
-                                        fill_missing=True)
+def test_datesarray_to_datetimearray(ohlcv_history_list):
+    dataframes = ohlcv_to_dataframe(ohlcv_history_list, "5m", pair="UNITTEST/BTC",
+                                    fill_missing=True)
     dates = datesarray_to_datetimearray(dataframes['date'])
 
     assert isinstance(dates[0], datetime.datetime)
diff --git a/tests/test_plotting.py b/tests/test_plotting.py
index dd04035b7..42010ad0d 100644
--- a/tests/test_plotting.py
+++ b/tests/test_plotting.py
@@ -51,15 +51,15 @@ def test_init_plotscript(default_conf, mocker, testdatadir):
     default_conf["datadir"] = testdatadir
     default_conf['exportfilename'] = str(testdatadir / "backtest-result_test.json")
     ret = init_plotscript(default_conf)
-    assert "tickers" in ret
+    assert "ohlcv" in ret
     assert "trades" in ret
     assert "pairs" in ret
 
     default_conf['pairs'] = ["TRX/BTC", "ADA/BTC"]
     ret = init_plotscript(default_conf)
-    assert "tickers" in ret
-    assert "TRX/BTC" in ret["tickers"]
-    assert "ADA/BTC" in ret["tickers"]
+    assert "ohlcv" in ret
+    assert "TRX/BTC" in ret["ohlcv"]
+    assert "ADA/BTC" in ret["ohlcv"]
 
 
 def test_add_indicators(default_conf, testdatadir, caplog):
@@ -269,14 +269,14 @@ def test_generate_profit_graph(testdatadir):
     pairs = ["TRX/BTC", "ADA/BTC"]
     trades = trades[trades['close_time'] < pd.Timestamp('2018-01-12', tz='UTC')]
 
-    tickers = history.load_data(datadir=testdatadir,
-                                pairs=pairs,
-                                timeframe='5m',
-                                timerange=timerange
-                                )
+    data = history.load_data(datadir=testdatadir,
+                             pairs=pairs,
+                             timeframe='5m',
+                             timerange=timerange)
+
     trades = trades[trades['pair'].isin(pairs)]
 
-    fig = generate_profit_graph(pairs, tickers, trades, timeframe="5m")
+    fig = generate_profit_graph(pairs, data, trades, timeframe="5m")
     assert isinstance(fig, go.Figure)
 
     assert fig.layout.title.text == "Freqtrade Profit plot"

From 4ad93ed6bbe2f9f5b653552d05f7d9b73fb9a30c Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sun, 8 Mar 2020 22:41:05 +0100
Subject: [PATCH 0714/1106] Changed output for null columns

---
 freqtrade/optimize/hyperopt.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index d397c720c..f0c992760 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -420,19 +420,19 @@ class Hyperopt:
         trials['Trades'] = trials['Trades'].astype(str)
 
         trials['Total profit'] = trials['Total profit'].apply(
-            lambda x: '{:,.8f}'.format(x) if x != 0.0 else "--"
+            lambda x: '{:,.8f}'.format(x) if x != 0.0 else ""
         )
         trials['Profit'] = trials['Profit'].apply(
-            lambda x: '{:,.2f}'.format(x) if not isna(x) else "--"
+            lambda x: '{:,.2f}'.format(x) if not isna(x) else ""
         )
         trials['Avg profit'] = trials['Avg profit'].apply(
-            lambda x: ('{:,.2f}%'.format(x)) if not isna(x) else "--"
+            lambda x: ('{:,.2f}%'.format(x)) if not isna(x) else ""
         )
         trials['Avg duration'] = trials['Avg duration'].apply(
-            lambda x: ('{:,.1f} m'.format(x)) if not isna(x) else "--"
+            lambda x: ('{:,.1f} m'.format(x)) if not isna(x) else ""
         )
         trials['Objective'] = trials['Objective'].apply(
-            lambda x: '{:,.5f}'.format(x) if x != 100000 else "N/A"
+            lambda x: '{:,.5f}'.format(x) if x != 100000 else ""
         )
 
         trials = trials.drop(columns=['is_initial_point', 'is_best', 'is_profit'])

From cb419614cd10ae7e4fb063e4bc2b28c795a0ce31 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sun, 8 Mar 2020 23:00:21 +0100
Subject: [PATCH 0715/1106] Spelling miss

---
 freqtrade/optimize/hyperopt.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index f0c992760..d12e9cd45 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -392,7 +392,7 @@ class Hyperopt:
         if not results:
             return
 
-        # Verification for owerwrite
+        # Verification for overwrite
         if not overwrite and path.isfile(csv_file):
             logging.error("CSV-File already exists and no overwrite specified!")
             return

From c7b2f173ebcade7092be49f4d2aa87ec19745768 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 9 Mar 2020 08:32:42 +0000
Subject: [PATCH 0716/1106] Bump wrapt from 1.12.0 to 1.12.1

Bumps [wrapt](https://github.com/GrahamDumpleton/wrapt) from 1.12.0 to 1.12.1.
- [Release notes](https://github.com/GrahamDumpleton/wrapt/releases)
- [Changelog](https://github.com/GrahamDumpleton/wrapt/blob/develop/docs/changes.rst)
- [Commits](https://github.com/GrahamDumpleton/wrapt/compare/1.12.0...1.12.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index a844e81bc..e44881041 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -7,7 +7,7 @@ arrow==0.15.5
 cachetools==4.0.0
 requests==2.23.0
 urllib3==1.25.8
-wrapt==1.12.0
+wrapt==1.12.1
 jsonschema==3.2.0
 TA-Lib==0.4.17
 tabulate==0.8.6

From 09c25faa51a68ab7c0e42795bc809b0da135782a Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 9 Mar 2020 08:33:37 +0000
Subject: [PATCH 0717/1106] Bump ccxt from 1.23.30 to 1.23.81

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.23.30 to 1.23.81.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/CHANGELOG.md)
- [Commits](https://github.com/ccxt/ccxt/compare/1.23.30...1.23.81)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index a844e81bc..f64644db9 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.23.30
+ccxt==1.23.81
 SQLAlchemy==1.3.13
 python-telegram-bot==12.4.2
 arrow==0.15.5

From 46763e148b6ccec222d849467f0cabb60f900f7e Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 9 Mar 2020 08:33:59 +0000
Subject: [PATCH 0718/1106] Bump prompt-toolkit from 3.0.3 to 3.0.4

Bumps [prompt-toolkit](https://github.com/prompt-toolkit/python-prompt-toolkit) from 3.0.3 to 3.0.4.
- [Release notes](https://github.com/prompt-toolkit/python-prompt-toolkit/releases)
- [Changelog](https://github.com/prompt-toolkit/python-prompt-toolkit/blob/master/CHANGELOG)
- [Commits](https://github.com/prompt-toolkit/python-prompt-toolkit/compare/3.0.3...3.0.4)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index a844e81bc..ec12f1c65 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -30,4 +30,4 @@ flask==1.1.1
 colorama==0.4.3
 # Building config files interactively
 questionary==1.5.1
-prompt-toolkit==3.0.3
+prompt-toolkit==3.0.4

From 23127b8da08ab45641a955dc94b58bfec582d38d Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 9 Mar 2020 08:34:33 +0000
Subject: [PATCH 0719/1106] Bump scikit-learn from 0.22.2 to 0.22.2.post1

Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 0.22.2 to 0.22.2.post1.
- [Release notes](https://github.com/scikit-learn/scikit-learn/releases)
- [Commits](https://github.com/scikit-learn/scikit-learn/compare/0.22.2...0.22.2.post1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-hyperopt.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-hyperopt.txt b/requirements-hyperopt.txt
index c713317ec..c7e586a33 100644
--- a/requirements-hyperopt.txt
+++ b/requirements-hyperopt.txt
@@ -3,7 +3,7 @@
 
 # Required for hyperopt
 scipy==1.4.1
-scikit-learn==0.22.2
+scikit-learn==0.22.2.post1
 scikit-optimize==0.7.4
 filelock==3.0.12
 joblib==0.14.1

From 4cc0d3dbc42600136a7539e7f523a31f375683c9 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 9 Mar 2020 08:35:16 +0000
Subject: [PATCH 0720/1106] Bump plotly from 4.5.2 to 4.5.3

Bumps [plotly](https://github.com/plotly/plotly.py) from 4.5.2 to 4.5.3.
- [Release notes](https://github.com/plotly/plotly.py/releases)
- [Changelog](https://github.com/plotly/plotly.py/blob/master/CHANGELOG.md)
- [Commits](https://github.com/plotly/plotly.py/compare/v4.5.2...v4.5.3)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-plot.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-plot.txt b/requirements-plot.txt
index a70c3e0cf..381334a66 100644
--- a/requirements-plot.txt
+++ b/requirements-plot.txt
@@ -1,5 +1,5 @@
 # Include all requirements to run the bot.
 -r requirements.txt
 
-plotly==4.5.2
+plotly==4.5.3
 

From 5cbf325fda4f0a3d9bb6032122aa56d085118d83 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 9 Mar 2020 11:30:13 +0100
Subject: [PATCH 0721/1106] Allow different loglevels for message

---
 freqtrade/pairlist/IPairList.py       | 24 ++++++++++++++++++++----
 freqtrade/pairlist/VolumePairList.py  |  2 +-
 freqtrade/pairlist/pairlistmanager.py |  2 +-
 3 files changed, 22 insertions(+), 6 deletions(-)

diff --git a/freqtrade/pairlist/IPairList.py b/freqtrade/pairlist/IPairList.py
index d45a329dd..f591fa8da 100644
--- a/freqtrade/pairlist/IPairList.py
+++ b/freqtrade/pairlist/IPairList.py
@@ -67,21 +67,37 @@ class IPairList(ABC):
         """
 
     @staticmethod
-    def verify_blacklist(pairlist: List[str], blacklist: List[str]) -> List[str]:
+    def verify_blacklist(pairlist: List[str], blacklist: List[str],
+                         aswarning: bool) -> List[str]:
         """
         Verify and remove items from pairlist - returning a filtered pairlist.
+        Logs a warning or info depending on `aswarning`.
+        Pairlists explicitly using this method shall use `aswarning=False`!
+        :param pairlist: Pairlist to validate
+        :param blacklist: Blacklist to validate pairlist against
+        :param aswarning: Log message as Warning or info
+        :return: pairlist - blacklisted pairs
         """
         for pair in deepcopy(pairlist):
             if pair in blacklist:
-                logger.warning(f"Pair {pair} in your blacklist. Removing it from whitelist...")
+                if aswarning:
+                    logger.warning(f"Pair {pair} in your blacklist. Removing it from whitelist...")
+                else:
+                    logger.info(f"Pair {pair} in your blacklist. Removing it from whitelist...")
                 pairlist.remove(pair)
         return pairlist
 
-    def _verify_blacklist(self, pairlist: List[str]) -> List[str]:
+    def _verify_blacklist(self, pairlist: List[str], aswarning: bool = True) -> List[str]:
         """
         Proxy method to verify_blacklist for easy access for child classes.
+        Logs a warning or info depending on `aswarning`.
+        Pairlists explicitly using this method shall use aswarning=False!
+        :param pairlist: Pairlist to validate
+        :param aswarning: Log message as Warning or info.
+        :return: pairlist - blacklisted pairs
         """
-        return IPairList.verify_blacklist(pairlist, self._pairlistmanager.blacklist)
+        return IPairList.verify_blacklist(pairlist, self._pairlistmanager.blacklist,
+                                          aswarning=aswarning)
 
     def _whitelist_for_active_markets(self, pairlist: List[str]) -> List[str]:
         """
diff --git a/freqtrade/pairlist/VolumePairList.py b/freqtrade/pairlist/VolumePairList.py
index d067d5e8a..9ce2adc9e 100644
--- a/freqtrade/pairlist/VolumePairList.py
+++ b/freqtrade/pairlist/VolumePairList.py
@@ -106,7 +106,7 @@ class VolumePairList(IPairList):
 
         # Validate whitelist to only have active market pairs
         pairs = self._whitelist_for_active_markets([s['symbol'] for s in sorted_tickers])
-        pairs = self._verify_blacklist(pairs)
+        pairs = self._verify_blacklist(pairs, aswarning=False)
         # Limit to X number of pairs
         pairs = pairs[:self._number_pairs]
         logger.info(f"Searching {self._number_pairs} pairs: {pairs}")
diff --git a/freqtrade/pairlist/pairlistmanager.py b/freqtrade/pairlist/pairlistmanager.py
index 55828c6ef..5b4c5b602 100644
--- a/freqtrade/pairlist/pairlistmanager.py
+++ b/freqtrade/pairlist/pairlistmanager.py
@@ -91,6 +91,6 @@ class PairListManager():
             pairlist = pl.filter_pairlist(pairlist, tickers)
 
         # Validation against blacklist happens after the pairlists to ensure blacklist is respected.
-        pairlist = IPairList.verify_blacklist(pairlist, self.blacklist)
+        pairlist = IPairList.verify_blacklist(pairlist, self.blacklist, True)
 
         self._whitelist = pairlist

From c049651784491f82807a07cbc2b3d3d6a8f57e22 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 9 Mar 2020 11:30:28 +0100
Subject: [PATCH 0722/1106] whitelist_for_active_markets should not remove
 blacklisted items

---
 freqtrade/pairlist/IPairList.py | 1 -
 tests/pairlist/test_pairlist.py | 2 --
 2 files changed, 3 deletions(-)

diff --git a/freqtrade/pairlist/IPairList.py b/freqtrade/pairlist/IPairList.py
index f591fa8da..35844a99e 100644
--- a/freqtrade/pairlist/IPairList.py
+++ b/freqtrade/pairlist/IPairList.py
@@ -129,6 +129,5 @@ class IPairList(ABC):
             if pair not in sanitized_whitelist:
                 sanitized_whitelist.append(pair)
 
-        sanitized_whitelist = self._verify_blacklist(sanitized_whitelist)
         # We need to remove pairs that are unknown
         return sanitized_whitelist
diff --git a/tests/pairlist/test_pairlist.py b/tests/pairlist/test_pairlist.py
index b8a4be037..1ce1151b7 100644
--- a/tests/pairlist/test_pairlist.py
+++ b/tests/pairlist/test_pairlist.py
@@ -240,8 +240,6 @@ def test_pairlist_class(mocker, whitelist_conf, markets, pairlist):
     (['ETH/BTC', 'TKN/BTC', 'ETH/USDT'], "is not compatible with your stake currency"),
     # BCH/BTC not available
     (['ETH/BTC', 'TKN/BTC', 'BCH/BTC'], "is not compatible with exchange"),
-    # BLK/BTC in blacklist
-    (['ETH/BTC', 'TKN/BTC', 'BLK/BTC'], "in your blacklist. Removing "),
     # BTT/BTC is inactive
     (['ETH/BTC', 'TKN/BTC', 'BTT/BTC'], "Market is not active")
 ])

From 856ba203d959716d40a5f0bab3569e63b807d76d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 9 Mar 2020 15:04:28 +0100
Subject: [PATCH 0723/1106] Update hyperopt samples docstring

---
 freqtrade/templates/base_hyperopt.py.j2       | 15 +++++++++------
 freqtrade/templates/sample_hyperopt.py        | 19 ++++++++++++-------
 .../templates/sample_hyperopt_advanced.py     |  7 ++++---
 3 files changed, 25 insertions(+), 16 deletions(-)

diff --git a/freqtrade/templates/base_hyperopt.py.j2 b/freqtrade/templates/base_hyperopt.py.j2
index 05ba08b81..08178da4b 100644
--- a/freqtrade/templates/base_hyperopt.py.j2
+++ b/freqtrade/templates/base_hyperopt.py.j2
@@ -21,7 +21,7 @@ class {{ hyperopt }}(IHyperOpt):
     """
     This is a Hyperopt template to get you started.
 
-    More information in https://github.com/freqtrade/freqtrade/blob/develop/docs/hyperopt.md
+    More information in the documentation: https://www.freqtrade.io/en/latest/hyperopt/
 
     You should:
     - Add any lib you need to build your hyperopt.
@@ -29,11 +29,14 @@ class {{ hyperopt }}(IHyperOpt):
     You must keep:
     - The prototypes for the methods: populate_indicators, indicator_space, buy_strategy_generator.
 
-    The roi_space, generate_roi_table, stoploss_space methods are no longer required to be
-    copied in every custom hyperopt. However, you may override them if you need the
-    'roi' and the 'stoploss' spaces that differ from the defaults offered by Freqtrade.
-    Sample implementation of these methods can be found in
-    https://github.com/freqtrade/freqtrade/blob/develop/user_data/hyperopts/sample_hyperopt_advanced.py
+    The methods roi_space, generate_roi_table and stoploss_space are not required
+    and are provided by default.
+    However, you may override them if you need 'roi' and 'stoploss' spaces that
+    differ from the defaults offered by Freqtrade.
+    Sample implementation of these methods will be copied to `user_data/hyperopts` when
+    creating the user-data directory using `freqtrade create-userdir --userdir user_data`,
+    or is available online under the following URL:
+    https://github.com/freqtrade/freqtrade/blob/develop/freqtrade/templates/sample_hyperopt_advanced.py.
     """
 
     @staticmethod
diff --git a/freqtrade/templates/sample_hyperopt.py b/freqtrade/templates/sample_hyperopt.py
index f1dcb404a..0baa00442 100644
--- a/freqtrade/templates/sample_hyperopt.py
+++ b/freqtrade/templates/sample_hyperopt.py
@@ -20,23 +20,28 @@ import freqtrade.vendor.qtpylib.indicators as qtpylib
 class SampleHyperOpt(IHyperOpt):
     """
     This is a sample Hyperopt to inspire you.
-    Feel free to customize it.
 
-    More information in https://github.com/freqtrade/freqtrade/blob/develop/docs/hyperopt.md
+    More information in the documentation: https://www.freqtrade.io/en/latest/hyperopt/
 
     You should:
     - Rename the class name to some unique name.
     - Add any methods you want to build your hyperopt.
     - Add any lib you need to build your hyperopt.
 
+    An easier way to get a new hyperopt file is by using
+    `freqtrade new-hyperopt --hyperopt MyCoolHyperopt`.
+
     You must keep:
     - The prototypes for the methods: populate_indicators, indicator_space, buy_strategy_generator.
 
-    The roi_space, generate_roi_table, stoploss_space methods are no longer required to be
-    copied in every custom hyperopt. However, you may override them if you need the
-    'roi' and the 'stoploss' spaces that differ from the defaults offered by Freqtrade.
-    Sample implementation of these methods can be found in
-    https://github.com/freqtrade/freqtrade/blob/develop/user_data/hyperopts/sample_hyperopt_advanced.py
+    The methods roi_space, generate_roi_table and stoploss_space are not required
+    and are provided by default.
+    However, you may override them if you need 'roi' and 'stoploss' spaces that
+    differ from the defaults offered by Freqtrade.
+    Sample implementation of these methods will be copied to `user_data/hyperopts` when
+    creating the user-data directory using `freqtrade create-userdir --userdir user_data`,
+    or is available online under the following URL:
+    https://github.com/freqtrade/freqtrade/blob/develop/freqtrade/templates/sample_hyperopt_advanced.py.
     """
 
     @staticmethod
diff --git a/freqtrade/templates/sample_hyperopt_advanced.py b/freqtrade/templates/sample_hyperopt_advanced.py
index e66ef948b..c8067ad28 100644
--- a/freqtrade/templates/sample_hyperopt_advanced.py
+++ b/freqtrade/templates/sample_hyperopt_advanced.py
@@ -22,7 +22,7 @@ class AdvancedSampleHyperOpt(IHyperOpt):
     This is a sample hyperopt to inspire you.
     Feel free to customize it.
 
-    More information in https://github.com/freqtrade/freqtrade/blob/develop/docs/hyperopt.md
+    More information in the documentation: https://www.freqtrade.io/en/latest/hyperopt/
 
     You should:
     - Rename the class name to some unique name.
@@ -32,8 +32,9 @@ class AdvancedSampleHyperOpt(IHyperOpt):
     You must keep:
     - The prototypes for the methods: populate_indicators, indicator_space, buy_strategy_generator.
 
-    The roi_space, generate_roi_table, stoploss_space methods are no longer required to be
-    copied in every custom hyperopt. However, you may override them if you need the
+    The methods roi_space, generate_roi_table and stoploss_space are not required
+    and are provided by default.
+    However, you may override them if you need the
     'roi' and the 'stoploss' spaces that differ from the defaults offered by Freqtrade.
 
     This sample illustrates how to override these methods.

From 5da63d399be30908273ce7b2db7178e380a54dad Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 9 Mar 2020 17:38:25 +0100
Subject: [PATCH 0724/1106] Reduce default order_book_max to 1

---
 config.json.example                     | 2 +-
 config_binance.json.example             | 2 +-
 config_full.json.example                | 2 +-
 config_kraken.json.example              | 2 +-
 freqtrade/templates/base_config.json.j2 | 2 +-
 5 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/config.json.example b/config.json.example
index 46441e72d..8ebb092e1 100644
--- a/config.json.example
+++ b/config.json.example
@@ -23,7 +23,7 @@
     "ask_strategy":{
         "use_order_book": false,
         "order_book_min": 1,
-        "order_book_max": 9,
+        "order_book_max": 1,
         "use_sell_signal": true,
         "sell_profit_only": false,
         "ignore_roi_if_buy_signal": false
diff --git a/config_binance.json.example b/config_binance.json.example
index e2c9879b0..d324ce883 100644
--- a/config_binance.json.example
+++ b/config_binance.json.example
@@ -23,7 +23,7 @@
     "ask_strategy":{
         "use_order_book": false,
         "order_book_min": 1,
-        "order_book_max": 9,
+        "order_book_max": 1,
         "use_sell_signal": true,
         "sell_profit_only": false,
         "ignore_roi_if_buy_signal": false
diff --git a/config_full.json.example b/config_full.json.example
index f0414bd0d..181740b9a 100644
--- a/config_full.json.example
+++ b/config_full.json.example
@@ -38,7 +38,7 @@
         "price_side": "ask",
         "use_order_book": false,
         "order_book_min": 1,
-        "order_book_max": 9,
+        "order_book_max": 1,
         "use_sell_signal": true,
         "sell_profit_only": false,
         "ignore_roi_if_buy_signal": false
diff --git a/config_kraken.json.example b/config_kraken.json.example
index 4f74d0b7d..dcf4c552a 100644
--- a/config_kraken.json.example
+++ b/config_kraken.json.example
@@ -23,7 +23,7 @@
     "ask_strategy":{
         "use_order_book": false,
         "order_book_min": 1,
-        "order_book_max": 9,
+        "order_book_max": 1,
         "use_sell_signal": true,
         "sell_profit_only": false,
         "ignore_roi_if_buy_signal": false
diff --git a/freqtrade/templates/base_config.json.j2 b/freqtrade/templates/base_config.json.j2
index 0049d59a0..134719273 100644
--- a/freqtrade/templates/base_config.json.j2
+++ b/freqtrade/templates/base_config.json.j2
@@ -24,7 +24,7 @@
         "price_side": "ask",
         "use_order_book": false,
         "order_book_min": 1,
-        "order_book_max": 9,
+        "order_book_max": 1,
         "use_sell_signal": true,
         "sell_profit_only": false,
         "ignore_roi_if_buy_signal": false

From 74a17c7b7b45cac99238bcb684e7089c5b92c735 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 9 Mar 2020 17:38:35 +0100
Subject: [PATCH 0725/1106] Clarify warning in the documentation

---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 5580b9c68..aedd3e043 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -537,7 +537,7 @@ The idea here is to place the sell order early, to be ahead in the queue.
 A fixed slot (mirroring `bid_strategy.order_book_top`) can be defined by setting `ask_strategy.order_book_min` and `ask_strategy.order_book_max` to the same number.
 
 !!! Warning "Orderbook and stoploss_on_exchange"
-    Using `ask_strategy.order_book_max` higher than 1 may increase the risk, since an eventual [stoploss on exchange](#understand-order_types) will be needed to be cancelled as soon as the order is placed.
+    Using `ask_strategy.order_book_max` higher than 1 will increase the risk, since an eventual [stoploss on exchange](#understand-order_types) will be needed to be cancelled as soon as the order is placed. Also, the sell order will remain on the exchange for `unfilledtimeout.sell` (or until it's filled) - which can lead to missed stoplosses (even without stoploss on exchange).
 
 #### Sell price without Orderbook enabled
 

From e0afbcd4af8e2b1e51a5eaca2b7e5ecd457f9f53 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 9 Mar 2020 17:41:44 +0100
Subject: [PATCH 0726/1106] Additional warning about order_book-max

---
 docs/configuration.md | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index aedd3e043..a9487a0ed 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -536,8 +536,14 @@ The idea here is to place the sell order early, to be ahead in the queue.
 
 A fixed slot (mirroring `bid_strategy.order_book_top`) can be defined by setting `ask_strategy.order_book_min` and `ask_strategy.order_book_max` to the same number.
 
-!!! Warning "Orderbook and stoploss_on_exchange"
-    Using `ask_strategy.order_book_max` higher than 1 will increase the risk, since an eventual [stoploss on exchange](#understand-order_types) will be needed to be cancelled as soon as the order is placed. Also, the sell order will remain on the exchange for `unfilledtimeout.sell` (or until it's filled) - which can lead to missed stoplosses (even without stoploss on exchange).
+!!! Warning "Order_book_max > 1 - increased Risk!"
+    Using `ask_strategy.order_book_max` higher than 1 will increase the risk, since an eventual [stoploss on exchange](#understand-order_types) will be needed to be cancelled as soon as the order is placed.
+    Also, the sell order will remain on the exchange for `unfilledtimeout.sell` (or until it's filled) - which can lead to missed stoplosses (with or without using stoploss_on_exchange).
+
+!!! Warning "Order_book_max > 1 in dry-run"
+    Using `ask_strategy.order_book_max` higher than 1 will result in improved dry-run results, since dry-run assumes orders to be filled almost instantly.
+    It is therefore advised to not use this setting for dry-runs.
+
 
 #### Sell price without Orderbook enabled
 

From 3eaae4661d3256ca27c92329b60661734c3ed716 Mon Sep 17 00:00:00 2001
From: orehunt <basso.bassista@gmail.com>
Date: Mon, 9 Mar 2020 07:39:23 +0100
Subject: [PATCH 0727/1106] check again for emptiness after trimming dataframe

---
 freqtrade/data/history/idatahandler.py | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/freqtrade/data/history/idatahandler.py b/freqtrade/data/history/idatahandler.py
index df03e7713..87810c95f 100644
--- a/freqtrade/data/history/idatahandler.py
+++ b/freqtrade/data/history/idatahandler.py
@@ -160,6 +160,13 @@ class IDataHandler(ABC):
             if timerange_startup:
                 self._validate_pairdata(pair, pairdf, timerange_startup)
                 pairdf = trim_dataframe(pairdf, timerange_startup)
+                if pairdf.empty:
+                    if warn_no_data:
+                        logger.warning(
+                            f'No history data for pair: "{pair}", timeframe: {timeframe}. '
+                            'Use `freqtrade download-data` to download the data'
+                        )
+                    return pairdf
 
             # incomplete candles should only be dropped if we didn't trim the end beforehand.
             return clean_ohlcv_dataframe(pairdf, timeframe,

From 2f5fc731bba51239a3195cbd0fb79e9e58a20d33 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Mon, 9 Mar 2020 18:53:30 +0100
Subject: [PATCH 0728/1106] Removed overwrite option

---
 docs/utils.md                           | 13 +++++++------
 freqtrade/commands/cli_options.py       |  4 ++--
 freqtrade/commands/hyperopt_commands.py |  8 +-------
 freqtrade/optimize/hyperopt.py          |  6 +++---
 tests/commands/test_commands.py         |  2 +-
 5 files changed, 14 insertions(+), 19 deletions(-)

diff --git a/docs/utils.md b/docs/utils.md
index dd7a9dfe3..eb71c509c 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -429,6 +429,7 @@ usage: freqtrade hyperopt-list [-h] [-v] [--logfile FILE] [-V] [-c PATH]
                                [--min-total-profit FLOAT]
                                [--max-total-profit FLOAT] [--no-color]
                                [--print-json] [--no-details]
+                               [--export-csv FILE]
 
 optional arguments:
   -h, --help            show this help message and exit
@@ -450,9 +451,8 @@ optional arguments:
                         useful if you are redirecting output to a file.
   --print-json          Print best result detailization in JSON format.
   --no-details          Do not print best epoch details.
-  --export-csv FILE     Export to CSV-File. Put + in front of filename to
-                        overwrite. This will disable table print. Example:
-                        --export-csv +hyperopt.csv
+  --export-csv FILE     Export to CSV-File. This will disable table print.
+                        Example: --export-csv hyperopt.csv
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
@@ -461,9 +461,10 @@ Common arguments:
                         details.
   -V, --version         show program's version number and exit
   -c PATH, --config PATH
-                        Specify configuration file (default: `config.json`).
-                        Multiple --config options may be used. Can be set to
-                        `-` to read config from stdin.
+                        Specify configuration file (default:
+                        `userdir/config.json` or `config.json` whichever
+                        exists). Multiple --config options may be used. Can be
+                        set to `-` to read config from stdin.
   -d PATH, --datadir PATH
                         Path to directory with historical backtesting data.
   --userdir PATH, --user-data-dir PATH
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index b782c2fb9..8548bd887 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -223,9 +223,9 @@ AVAILABLE_CLI_OPTIONS = {
     ),
     "export_csv": Arg(
         '--export-csv',
-        help='Export to CSV-File. Put + in front of filename to overwrite.'
+        help='Export to CSV-File.'
         ' This will disable table print.'
-        ' Example: --export-csv +hyperopt.csv',
+        ' Example: --export-csv hyperopt.csv',
         metavar='FILE',
     ),
     "hyperopt_jobs": Arg(
diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index efc9aba88..5b2388252 100755
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -63,14 +63,8 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
         Hyperopt.print_epoch_details(results, total_epochs, print_json, no_header)
 
     if trials and export_csv:
-        overwrite_csv = False
-        if export_csv[0] == '+':
-            overwrite_csv = True
-            export_csv = export_csv[1:]
-
         Hyperopt.export_csv_file(
-            config, trials, total_epochs,
-            not filteroptions['only_best'], export_csv, overwrite_csv
+            config, trials, total_epochs, not filteroptions['only_best'], export_csv
         )
 
 
diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index d12e9cd45..8e0eba4d7 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -385,7 +385,7 @@ class Hyperopt:
 
     @staticmethod
     def export_csv_file(config: dict, results: list, total_epochs: int, highlight_best: bool,
-                        csv_file: str, overwrite: bool) -> None:
+                        csv_file: str) -> None:
         """
         Log result to csv-file
         """
@@ -393,8 +393,8 @@ class Hyperopt:
             return
 
         # Verification for overwrite
-        if not overwrite and path.isfile(csv_file):
-            logging.error("CSV-File already exists and no overwrite specified!")
+        if path.isfile(csv_file):
+            logging.error("CSV-File already exists!")
             return
 
         try:
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index f404a4671..4530cd03d 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -905,7 +905,7 @@ def test_hyperopt_list(mocker, capsys, hyperopt_results):
     args = [
         "hyperopt-list",
         "--no-details",
-        "--export-csv", "+test_file.csv"
+        "--export-csv", "test_file.csv"
     ]
     pargs = get_args(args)
     pargs['config'] = None

From bd158eefd29a3cdec29887e7f54895935a379179 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Tue, 10 Mar 2020 03:02:52 +0100
Subject: [PATCH 0729/1106] Fixed loggin

---
 freqtrade/optimize/hyperopt.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 8e0eba4d7..1b6343208 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -394,13 +394,13 @@ class Hyperopt:
 
         # Verification for overwrite
         if path.isfile(csv_file):
-            logging.error("CSV-File already exists!")
+            logger.error("CSV-File already exists!")
             return
 
         try:
             io.open(csv_file, 'w+').close()
         except IOError:
-            logging.error("Filed to create/overwrite CSV-File!")
+            logger.error("Filed to create CSV-File!")
             return
 
         trials = json_normalize(results, max_level=1)

From 42038da7f1f47d5e34cc10af04f9b42c5f6e4533 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 10 Mar 2020 07:57:25 +0100
Subject: [PATCH 0730/1106] Update docs/configuration.md

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index a9487a0ed..1fca61fdb 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -541,7 +541,7 @@ A fixed slot (mirroring `bid_strategy.order_book_top`) can be defined by setting
     Also, the sell order will remain on the exchange for `unfilledtimeout.sell` (or until it's filled) - which can lead to missed stoplosses (with or without using stoploss_on_exchange).
 
 !!! Warning "Order_book_max > 1 in dry-run"
-    Using `ask_strategy.order_book_max` higher than 1 will result in improved dry-run results, since dry-run assumes orders to be filled almost instantly.
+    Using `ask_strategy.order_book_max` higher than 1 will result in improper dry-run results (significantly better than real orders executed on exchange), since dry-run assumes orders to be filled almost instantly.
     It is therefore advised to not use this setting for dry-runs.
 
 

From f148b5f73450861d8f416f0e3b03d355c568ec6e Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Tue, 10 Mar 2020 10:38:37 +0300
Subject: [PATCH 0731/1106] cosmetics in lambdas

---
 freqtrade/optimize/hyperopt.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 1b6343208..4c32a0543 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -332,10 +332,10 @@ class Hyperopt:
             lambda x: '{}/{}'.format(str(x).rjust(len(str(total_epochs)), ' '), total_epochs)
         )
         trials['Avg profit'] = trials['Avg profit'].apply(
-            lambda x: ('{:,.2f}%'.format(x)).rjust(7, ' ') if not isna(x) else "--".rjust(7, ' ')
+            lambda x: '{:,.2f}%'.format(x).rjust(7, ' ') if not isna(x) else "--".rjust(7, ' ')
         )
         trials['Avg duration'] = trials['Avg duration'].apply(
-            lambda x: ('{:,.1f} m'.format(x)).rjust(7, ' ') if not isna(x) else "--".rjust(7, ' ')
+            lambda x: '{:,.1f} m'.format(x).rjust(7, ' ') if not isna(x) else "--".rjust(7, ' ')
         )
         trials['Objective'] = trials['Objective'].apply(
             lambda x: '{:,.5f}'.format(x).rjust(8, ' ') if x != 100000 else "N/A".rjust(8, ' ')
@@ -426,10 +426,10 @@ class Hyperopt:
             lambda x: '{:,.2f}'.format(x) if not isna(x) else ""
         )
         trials['Avg profit'] = trials['Avg profit'].apply(
-            lambda x: ('{:,.2f}%'.format(x)) if not isna(x) else ""
+            lambda x: '{:,.2f}%'.format(x) if not isna(x) else ""
         )
         trials['Avg duration'] = trials['Avg duration'].apply(
-            lambda x: ('{:,.1f} m'.format(x)) if not isna(x) else ""
+            lambda x: '{:,.1f} m'.format(x) if not isna(x) else ""
         )
         trials['Objective'] = trials['Objective'].apply(
             lambda x: '{:,.5f}'.format(x) if x != 100000 else ""

From a046c4829c01ad2934337c59a304b181cb4f2a23 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 10 Mar 2020 09:03:44 +0100
Subject: [PATCH 0732/1106] Apply suggestions from code review

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/configuration.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 1fca61fdb..76df5bd08 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -536,9 +536,9 @@ The idea here is to place the sell order early, to be ahead in the queue.
 
 A fixed slot (mirroring `bid_strategy.order_book_top`) can be defined by setting `ask_strategy.order_book_min` and `ask_strategy.order_book_max` to the same number.
 
-!!! Warning "Order_book_max > 1 - increased Risk!"
-    Using `ask_strategy.order_book_max` higher than 1 will increase the risk, since an eventual [stoploss on exchange](#understand-order_types) will be needed to be cancelled as soon as the order is placed.
-    Also, the sell order will remain on the exchange for `unfilledtimeout.sell` (or until it's filled) - which can lead to missed stoplosses (with or without using stoploss_on_exchange).
+!!! Warning "Order_book_max > 1 - increased risks for stoplosses!"
+    Using `ask_strategy.order_book_max` higher than 1 will increase the risk the stoploss on exchange is cancelled too early, since an eventual [stoploss on exchange](#understand-order_types) will be cancelled as soon as the order is placed.
+    Also, the sell order will remain on the exchange for `unfilledtimeout.sell` (or until it's filled) - which can lead to missed stoplosses (with or without using stoploss on exchange).
 
 !!! Warning "Order_book_max > 1 in dry-run"
     Using `ask_strategy.order_book_max` higher than 1 will result in improper dry-run results (significantly better than real orders executed on exchange), since dry-run assumes orders to be filled almost instantly.

From f7ad6c20c7276ca6f76721d8195034ec2993bb87 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Tue, 10 Mar 2020 12:02:23 +0300
Subject: [PATCH 0733/1106] Do not allow unlimited stake_amount for hyperopt

---
 freqtrade/commands/optimize_commands.py | 13 +++++++++----
 1 file changed, 9 insertions(+), 4 deletions(-)

diff --git a/freqtrade/commands/optimize_commands.py b/freqtrade/commands/optimize_commands.py
index a2d1b4601..2fc605926 100644
--- a/freqtrade/commands/optimize_commands.py
+++ b/freqtrade/commands/optimize_commands.py
@@ -17,10 +17,15 @@ def setup_optimize_configuration(args: Dict[str, Any], method: RunMode) -> Dict[
     """
     config = setup_utils_configuration(args, method)
 
-    if method == RunMode.BACKTEST:
-        if config['stake_amount'] == constants.UNLIMITED_STAKE_AMOUNT:
-            raise DependencyException('stake amount could not be "%s" for backtesting' %
-                                      constants.UNLIMITED_STAKE_AMOUNT)
+    no_unlimited_runmodes = {
+        RunMode.BACKTEST: 'backtesting',
+        RunMode.HYPEROPT: 'hyperoptimization',
+    }
+    if (method in no_unlimited_runmodes.keys() and
+            config['stake_amount'] == constants.UNLIMITED_STAKE_AMOUNT):
+        raise DependencyException(
+            f'The value of `stake_amount` cannot be set as "{constants.UNLIMITED_STAKE_AMOUNT}" '
+            f'for {no_unlimited_runmodes[method]}')
 
     return config
 

From 81b6a950ac58e231e7e29bd1429b34b40b40c1ff Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Tue, 10 Mar 2020 12:42:11 +0300
Subject: [PATCH 0734/1106] Adjust test for backtesting

---
 tests/optimize/test_backtesting.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 96855dc9d..702337463 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -241,7 +241,7 @@ def test_setup_optimize_configuration_unlimited_stake_amount(mocker, default_con
         '--strategy', 'DefaultStrategy',
     ]
 
-    with pytest.raises(DependencyException, match=r'.*stake amount.*'):
+    with pytest.raises(DependencyException, match=r'.`stake_amount`.*'):
         setup_optimize_configuration(get_args(args), RunMode.BACKTEST)
 
 

From 1b6e77649a437a75f4eae10d78d3fc0bc7dd7ba7 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Tue, 10 Mar 2020 12:42:31 +0300
Subject: [PATCH 0735/1106] Add test for hyperopt

---
 tests/optimize/test_hyperopt.py | 18 +++++++++++++++++-
 1 file changed, 17 insertions(+), 1 deletion(-)

diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index 0406157f6..c0bddd085 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -10,10 +10,11 @@ import pytest
 from arrow import Arrow
 from filelock import Timeout
 
+from freqtrade import constants
 from freqtrade.commands.optimize_commands import (setup_optimize_configuration,
                                                   start_hyperopt)
 from freqtrade.data.history import load_data
-from freqtrade.exceptions import OperationalException
+from freqtrade.exceptions import DependencyException, OperationalException
 from freqtrade.optimize.default_hyperopt import DefaultHyperOpt
 from freqtrade.optimize.default_hyperopt_loss import DefaultHyperOptLoss
 from freqtrade.optimize.hyperopt import Hyperopt
@@ -158,6 +159,21 @@ def test_setup_hyperopt_configuration_with_arguments(mocker, default_conf, caplo
     assert log_has('Parameter --print-all detected ...', caplog)
 
 
+def test_setup_hyperopt_configuration_unlimited_stake_amount(mocker, default_conf, caplog) -> None:
+    default_conf['stake_amount'] = constants.UNLIMITED_STAKE_AMOUNT
+
+    patched_configuration_load_config_file(mocker, default_conf)
+
+    args = [
+        'hyperopt',
+        '--config', 'config.json',
+        '--hyperopt', 'DefaultHyperOpt',
+    ]
+
+    with pytest.raises(DependencyException, match=r'.`stake_amount`.*'):
+        setup_optimize_configuration(get_args(args), RunMode.HYPEROPT)
+
+
 def test_hyperoptresolver(mocker, default_conf, caplog) -> None:
     patched_configuration_load_config_file(mocker, default_conf)
 

From 73c19da4b988e13db70ec6f434baf773aa71faba Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Tue, 10 Mar 2020 13:44:16 +0300
Subject: [PATCH 0736/1106] Adjust handling of zero stdev in loss functions

---
 freqtrade/optimize/hyperopt_loss_sharpe.py        | 2 +-
 freqtrade/optimize/hyperopt_loss_sharpe_daily.py  | 2 +-
 freqtrade/optimize/hyperopt_loss_sortino.py       | 2 +-
 freqtrade/optimize/hyperopt_loss_sortino_daily.py | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/freqtrade/optimize/hyperopt_loss_sharpe.py b/freqtrade/optimize/hyperopt_loss_sharpe.py
index a4ec6f90a..29377bdd5 100644
--- a/freqtrade/optimize/hyperopt_loss_sharpe.py
+++ b/freqtrade/optimize/hyperopt_loss_sharpe.py
@@ -36,7 +36,7 @@ class SharpeHyperOptLoss(IHyperOptLoss):
         expected_returns_mean = total_profit.sum() / days_period
         up_stdev = np.std(total_profit)
 
-        if (np.std(total_profit) != 0.):
+        if up_stdev != 0:
             sharp_ratio = expected_returns_mean / up_stdev * np.sqrt(365)
         else:
             # Define high (negative) sharpe ratio to be clear that this is NOT optimal.
diff --git a/freqtrade/optimize/hyperopt_loss_sharpe_daily.py b/freqtrade/optimize/hyperopt_loss_sharpe_daily.py
index 5a8ebaa11..e4cd1d749 100644
--- a/freqtrade/optimize/hyperopt_loss_sharpe_daily.py
+++ b/freqtrade/optimize/hyperopt_loss_sharpe_daily.py
@@ -51,7 +51,7 @@ class SharpeHyperOptLossDaily(IHyperOptLoss):
         expected_returns_mean = total_profit.mean()
         up_stdev = total_profit.std()
 
-        if (up_stdev != 0.):
+        if up_stdev != 0:
             sharp_ratio = expected_returns_mean / up_stdev * math.sqrt(days_in_year)
         else:
             # Define high (negative) sharpe ratio to be clear that this is NOT optimal.
diff --git a/freqtrade/optimize/hyperopt_loss_sortino.py b/freqtrade/optimize/hyperopt_loss_sortino.py
index 83f644a43..d470a9977 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino.py
@@ -39,7 +39,7 @@ class SortinoHyperOptLoss(IHyperOptLoss):
         results.loc[total_profit < 0, 'downside_returns'] = results['profit_percent']
         down_stdev = np.std(results['downside_returns'])
 
-        if np.std(total_profit) != 0.0:
+        if down_stdev != 0:
             sortino_ratio = expected_returns_mean / down_stdev * np.sqrt(365)
         else:
             # Define high (negative) sortino ratio to be clear that this is NOT optimal.
diff --git a/freqtrade/optimize/hyperopt_loss_sortino_daily.py b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
index 16dc26142..cd6a8bcc2 100644
--- a/freqtrade/optimize/hyperopt_loss_sortino_daily.py
+++ b/freqtrade/optimize/hyperopt_loss_sortino_daily.py
@@ -59,7 +59,7 @@ class SortinoHyperOptLossDaily(IHyperOptLoss):
         # where P = sum_daily["profit_percent_after_slippage"]
         down_stdev = math.sqrt((total_downside**2).sum() / len(total_downside))
 
-        if (down_stdev != 0.):
+        if down_stdev != 0:
             sortino_ratio = expected_returns_mean / down_stdev * math.sqrt(days_in_year)
         else:
             # Define high (negative) sortino ratio to be clear that this is NOT optimal.

From 2b1c146940633b50dc0d9a9d225f44cc893bb088 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 10 Mar 2020 16:05:33 +0100
Subject: [PATCH 0737/1106] Add default volume > 0 filter

---
 docs/hyperopt.md                                | 3 +++
 freqtrade/templates/base_hyperopt.py.j2         | 6 ++++++
 freqtrade/templates/sample_hyperopt.py          | 6 ++++++
 freqtrade/templates/sample_hyperopt_advanced.py | 6 ++++++
 4 files changed, 21 insertions(+)

diff --git a/docs/hyperopt.md b/docs/hyperopt.md
index 9bc5888ce..1293c7ab4 100644
--- a/docs/hyperopt.md
+++ b/docs/hyperopt.md
@@ -159,6 +159,9 @@ So let's write the buy strategy using these values:
                         dataframe['macd'], dataframe['macdsignal']
                     ))
 
+            # Check that volume is not 0
+            conditions.append(dataframe['volume'] > 0)
+
             if conditions:
                 dataframe.loc[
                     reduce(lambda x, y: x & y, conditions),
diff --git a/freqtrade/templates/base_hyperopt.py.j2 b/freqtrade/templates/base_hyperopt.py.j2
index 08178da4b..ec787cbb6 100644
--- a/freqtrade/templates/base_hyperopt.py.j2
+++ b/freqtrade/templates/base_hyperopt.py.j2
@@ -66,6 +66,9 @@ class {{ hyperopt }}(IHyperOpt):
                         dataframe['close'], dataframe['sar']
                     ))
 
+            # Check that the candle had volume
+            conditions.append(dataframe['volume'] > 0)
+
             if conditions:
                 dataframe.loc[
                     reduce(lambda x, y: x & y, conditions),
@@ -111,6 +114,9 @@ class {{ hyperopt }}(IHyperOpt):
                         dataframe['sar'], dataframe['close']
                     ))
 
+            # Check that the candle had volume
+            conditions.append(dataframe['volume'] > 0)
+
             if conditions:
                 dataframe.loc[
                     reduce(lambda x, y: x & y, conditions),
diff --git a/freqtrade/templates/sample_hyperopt.py b/freqtrade/templates/sample_hyperopt.py
index 0baa00442..0b6d030db 100644
--- a/freqtrade/templates/sample_hyperopt.py
+++ b/freqtrade/templates/sample_hyperopt.py
@@ -78,6 +78,9 @@ class SampleHyperOpt(IHyperOpt):
                         dataframe['close'], dataframe['sar']
                     ))
 
+            # Check that volume is not 0
+            conditions.append(dataframe['volume'] > 0)
+
             if conditions:
                 dataframe.loc[
                     reduce(lambda x, y: x & y, conditions),
@@ -138,6 +141,9 @@ class SampleHyperOpt(IHyperOpt):
                         dataframe['sar'], dataframe['close']
                     ))
 
+            # Check that volume is not 0
+            conditions.append(dataframe['volume'] > 0)
+
             if conditions:
                 dataframe.loc[
                     reduce(lambda x, y: x & y, conditions),
diff --git a/freqtrade/templates/sample_hyperopt_advanced.py b/freqtrade/templates/sample_hyperopt_advanced.py
index c8067ad28..7f05c4430 100644
--- a/freqtrade/templates/sample_hyperopt_advanced.py
+++ b/freqtrade/templates/sample_hyperopt_advanced.py
@@ -93,6 +93,9 @@ class AdvancedSampleHyperOpt(IHyperOpt):
                         dataframe['close'], dataframe['sar']
                     ))
 
+            # Check that volume is not 0
+            conditions.append(dataframe['volume'] > 0)
+
             if conditions:
                 dataframe.loc[
                     reduce(lambda x, y: x & y, conditions),
@@ -153,6 +156,9 @@ class AdvancedSampleHyperOpt(IHyperOpt):
                         dataframe['sar'], dataframe['close']
                     ))
 
+            # Check that volume is not 0
+            conditions.append(dataframe['volume'] > 0)
+
             if conditions:
                 dataframe.loc[
                     reduce(lambda x, y: x & y, conditions),

From 3a8b68c0fd721094c606286b4dce6a86d89442d9 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Tue, 10 Mar 2020 20:30:36 +0100
Subject: [PATCH 0738/1106] Initial work on progressbar

---
 freqtrade/loggers.py           |  9 ++++++---
 freqtrade/optimize/hyperopt.py | 34 ++++++++++++++++++++++++++++++----
 requirements-hyperopt.txt      |  1 +
 3 files changed, 37 insertions(+), 7 deletions(-)

diff --git a/freqtrade/loggers.py b/freqtrade/loggers.py
index c69388430..609604ff2 100644
--- a/freqtrade/loggers.py
+++ b/freqtrade/loggers.py
@@ -4,6 +4,7 @@ import sys
 from logging import Formatter
 from logging.handlers import RotatingFileHandler, SysLogHandler
 from typing import Any, Dict, List
+import progressbar
 
 from freqtrade.exceptions import OperationalException
 
@@ -18,13 +19,13 @@ def _set_loggers(verbosity: int = 0) -> None:
     """
 
     logging.getLogger('requests').setLevel(
-            logging.INFO if verbosity <= 1 else logging.DEBUG
+        logging.INFO if verbosity <= 1 else logging.DEBUG
     )
     logging.getLogger("urllib3").setLevel(
-            logging.INFO if verbosity <= 1 else logging.DEBUG
+        logging.INFO if verbosity <= 1 else logging.DEBUG
     )
     logging.getLogger('ccxt.base.exchange').setLevel(
-            logging.INFO if verbosity <= 2 else logging.DEBUG
+        logging.INFO if verbosity <= 2 else logging.DEBUG
     )
     logging.getLogger('telegram').setLevel(logging.INFO)
 
@@ -36,6 +37,8 @@ def setup_logging(config: Dict[str, Any]) -> None:
     # Log level
     verbosity = config['verbosity']
 
+    progressbar.streams.wrap_stderr()
+
     # Log to stderr
     log_handlers: List[logging.Handler] = [logging.StreamHandler(sys.stderr)]
 
diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 4c32a0543..93fc3c558 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -7,7 +7,6 @@ This module contains the hyperopt logic
 import locale
 import logging
 import random
-import sys
 import warnings
 from math import ceil
 from collections import OrderedDict
@@ -22,8 +21,9 @@ from colorama import init as colorama_init
 from joblib import (Parallel, cpu_count, delayed, dump, load,
                     wrap_non_picklable_objects)
 from pandas import DataFrame, json_normalize, isna
+import progressbar
 import tabulate
-from os import path
+from os import path, popen
 import io
 
 from freqtrade.data.converter import trim_dataframe
@@ -270,7 +270,6 @@ class Hyperopt:
             # Print '\n' after each 100th epoch to separate dots from the log messages.
             # Otherwise output is messy on a terminal.
             print('.', end='' if results['current_epoch'] % 100 != 0 else None)  # type: ignore
-            sys.stdout.flush()
 
         if self.print_all or is_best:
             if not self.print_all:
@@ -622,6 +621,10 @@ class Hyperopt:
     def _set_random_state(self, random_state: Optional[int]) -> int:
         return random_state or random.randint(1, 2**16 - 1)
 
+    def _get_height(self) -> int:
+        rows = int((popen('stty size', 'r').read().split())[0])
+        return rows
+
     def start(self) -> None:
         self.random_state = self._set_random_state(self.config.get('hyperopt_random_state', None))
         logger.info(f"Using optimizer random state: {self.random_state}")
@@ -629,7 +632,6 @@ class Hyperopt:
         data, timerange = self.backtesting.load_bt_data()
 
         preprocessed = self.backtesting.strategy.tickerdata_to_dataframe(data)
-
         # Trim startup period from analyzed dataframe
         for pair, df in preprocessed.items():
             preprocessed[pair] = trim_dataframe(df, timerange)
@@ -659,6 +661,14 @@ class Hyperopt:
 
         try:
             with Parallel(n_jobs=config_jobs) as parallel:
+                self.progress_bar = progressbar.ProgressBar(
+                    min_value=0,
+                    max_value=self.total_epochs,
+                    initial_value=0,
+                    line_breaks=True,
+                    enable_colors=self.print_colorized
+                )
+                self.progress_bar.start()
                 jobs = parallel._effective_n_jobs()
                 logger.info(f'Effective number of parallel workers used: {jobs}')
                 EVALS = ceil(self.total_epochs / jobs)
@@ -673,6 +683,9 @@ class Hyperopt:
                     self.opt.tell(asked, [v['loss'] for v in f_val])
                     self.fix_optimizer_models_list()
 
+                    # Calculate progressbar outputs
+                    pbar_line = ceil(self._get_height() / 2)
+
                     for j, val in enumerate(f_val):
                         # Use human-friendly indexes here (starting from 1)
                         current = i * jobs + j + 1
@@ -689,12 +702,19 @@ class Hyperopt:
 
                         self.print_results(val)
 
+                        if pbar_line <= current:
+                            self.progress_bar.update(current)
+                            pbar_line = current + ceil(self._get_height() / 2)
+
                         if is_best:
                             self.current_best_loss = val['loss']
                         self.trials.append(val)
                         # Save results after each best epoch and every 100 epochs
                         if is_best or current % 100 == 0:
                             self.save_trials()
+                self.progress_bar.finish()
+
+                # self.progress_bar.update(current)
         except KeyboardInterrupt:
             print('User interrupted..')
 
@@ -708,3 +728,9 @@ class Hyperopt:
             # This is printed when Ctrl+C is pressed quickly, before first epochs have
             # a chance to be evaluated.
             print("No epochs evaluated yet, no best result.")
+
+    def __getstate__(self):
+        state = self.__dict__.copy()
+        del state['trials']
+        del state['progress_bar']
+        return state
diff --git a/requirements-hyperopt.txt b/requirements-hyperopt.txt
index c7e586a33..3c500839e 100644
--- a/requirements-hyperopt.txt
+++ b/requirements-hyperopt.txt
@@ -7,3 +7,4 @@ scikit-learn==0.22.2.post1
 scikit-optimize==0.7.4
 filelock==3.0.12
 joblib==0.14.1
+progressbar2==3.50.0

From 129a88d5da1879e1cae93e1771a995da6d5f0bfc Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 11 Mar 2020 19:53:28 +0100
Subject: [PATCH 0739/1106] Extract emptyness check to it's own method

---
 freqtrade/data/history/idatahandler.py | 27 ++++++++++++++------------
 1 file changed, 15 insertions(+), 12 deletions(-)

diff --git a/freqtrade/data/history/idatahandler.py b/freqtrade/data/history/idatahandler.py
index 87810c95f..bde9612f2 100644
--- a/freqtrade/data/history/idatahandler.py
+++ b/freqtrade/data/history/idatahandler.py
@@ -147,12 +147,7 @@ class IDataHandler(ABC):
 
         pairdf = self._ohlcv_load(pair, timeframe,
                                   timerange=timerange_startup)
-        if pairdf.empty:
-            if warn_no_data:
-                logger.warning(
-                    f'No history data for pair: "{pair}", timeframe: {timeframe}. '
-                    'Use `freqtrade download-data` to download the data'
-                )
+        if self._check_empty_df(pairdf, pair, timeframe, warn_no_data):
             return pairdf
         else:
             enddate = pairdf.iloc[-1]['date']
@@ -160,12 +155,7 @@ class IDataHandler(ABC):
             if timerange_startup:
                 self._validate_pairdata(pair, pairdf, timerange_startup)
                 pairdf = trim_dataframe(pairdf, timerange_startup)
-                if pairdf.empty:
-                    if warn_no_data:
-                        logger.warning(
-                            f'No history data for pair: "{pair}", timeframe: {timeframe}. '
-                            'Use `freqtrade download-data` to download the data'
-                        )
+                if self._check_empty_df(pairdf, pair, timeframe, warn_no_data):
                     return pairdf
 
             # incomplete candles should only be dropped if we didn't trim the end beforehand.
@@ -175,6 +165,19 @@ class IDataHandler(ABC):
                                          drop_incomplete=(drop_incomplete and
                                                           enddate == pairdf.iloc[-1]['date']))
 
+    def _check_empty_df(self, pairdf: DataFrame, pair: str, timeframe: str, warn_no_data: bool):
+        """
+        Warn on empty dataframe
+        """
+        if pairdf.empty:
+            if warn_no_data:
+                logger.warning(
+                    f'No history data for pair: "{pair}", timeframe: {timeframe}. '
+                    'Use `freqtrade download-data` to download the data'
+                )
+            return True
+        return False
+
     def _validate_pairdata(self, pair, pairdata: DataFrame, timerange: TimeRange):
         """
         Validates pairdata for missing data at start end end and logs warnings.

From 81cbb925568dbae6260caf88ced5c90f7abc1a3b Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Wed, 11 Mar 2020 22:30:36 +0100
Subject: [PATCH 0740/1106] Switch to TQDM

---
 freqtrade/commands/hyperopt_commands.py |  4 +-
 freqtrade/optimize/hyperopt.py          | 71 +++++++++++++++++++------
 2 files changed, 57 insertions(+), 18 deletions(-)

diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index 5b2388252..3f61ea66c 100755
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -52,8 +52,8 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
 
     if not export_csv:
         try:
-            Hyperopt.print_result_table(config, trials, total_epochs,
-                                        not filteroptions['only_best'], print_colorized, 0)
+            print(Hyperopt.get_result_table(config, trials, total_epochs,
+                                            not filteroptions['only_best'], print_colorized, 0))
         except KeyboardInterrupt:
             print('User interrupted..')
 
diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 93fc3c558..e110f7e9c 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -21,7 +21,7 @@ from colorama import init as colorama_init
 from joblib import (Parallel, cpu_count, delayed, dump, load,
                     wrap_non_picklable_objects)
 from pandas import DataFrame, json_normalize, isna
-import progressbar
+from tqdm import tqdm
 import tabulate
 from os import path, popen
 import io
@@ -275,11 +275,37 @@ class Hyperopt:
             if not self.print_all:
                 # Separate the results explanation string from dots
                 print("\n")
-            self.print_result_table(self.config, results, self.total_epochs,
-                                    self.print_all, self.print_colorized,
-                                    self.hyperopt_table_header)
+            print(self.get_result_table(
+                    self.config, results, self.total_epochs,
+                    self.print_all, self.print_colorized,
+                    self.hyperopt_table_header
+                )
+            )
             self.hyperopt_table_header = 2
 
+    def get_results(self, results) -> str:
+        """
+        Log results if it is better than any previous evaluation
+        """
+        output = ''
+        is_best = results['is_best']
+        # if not self.print_all:
+        #    Print '\n' after each 100th epoch to separate dots from the log messages.
+        #    Otherwise output is messy on a terminal.
+        #    return '.', end='' if results['current_epoch'] % 100 != 0 else None  # type: ignore
+
+        if self.print_all or is_best:
+            # if not self.print_all:
+            #    Separate the results explanation string from dots
+            #    print("\n")
+            output = self.get_result_table(
+                self.config, results, self.total_epochs,
+                self.print_all, self.print_colorized,
+                self.hyperopt_table_header
+            )
+            self.hyperopt_table_header = 2
+        return output
+
     @staticmethod
     def print_results_explanation(results, total_epochs, highlight_best: bool,
                                   print_colorized: bool) -> None:
@@ -303,13 +329,13 @@ class Hyperopt:
                 f"Objective: {results['loss']:.5f}")
 
     @staticmethod
-    def print_result_table(config: dict, results: list, total_epochs: int, highlight_best: bool,
-                           print_colorized: bool, remove_header: int) -> None:
+    def get_result_table(config: dict, results: list, total_epochs: int, highlight_best: bool,
+                         print_colorized: bool, remove_header: int) -> str:
         """
         Log result table
         """
         if not results:
-            return
+            return ''
 
         tabulate.PRESERVE_WHITESPACE = True
 
@@ -380,7 +406,7 @@ class Hyperopt:
                 trials.to_dict(orient='list'), tablefmt='psql',
                 headers='keys', stralign="right"
             )
-        print(table)
+        return table
 
     @staticmethod
     def export_csv_file(config: dict, results: list, total_epochs: int, highlight_best: bool,
@@ -661,6 +687,7 @@ class Hyperopt:
 
         try:
             with Parallel(n_jobs=config_jobs) as parallel:
+                """
                 self.progress_bar = progressbar.ProgressBar(
                     min_value=0,
                     max_value=self.total_epochs,
@@ -668,9 +695,17 @@ class Hyperopt:
                     line_breaks=True,
                     enable_colors=self.print_colorized
                 )
-                self.progress_bar.start()
+                """
                 jobs = parallel._effective_n_jobs()
                 logger.info(f'Effective number of parallel workers used: {jobs}')
+
+                # Define progressbar
+                self.progress_bar = tqdm(
+                    total=self.total_epochs, ncols=108, unit=' Epoch',
+                    bar_format='Epoch {n_fmt}/{total_fmt} ({percentage:3.0f}%)|{bar}|'
+                    ' [{elapsed}<{remaining} {rate_fmt}{postfix}]'
+                )
+
                 EVALS = ceil(self.total_epochs / jobs)
                 for i in range(EVALS):
                     # Correct the number of epochs to be processed for the last
@@ -684,8 +719,7 @@ class Hyperopt:
                     self.fix_optimizer_models_list()
 
                     # Calculate progressbar outputs
-                    pbar_line = ceil(self._get_height() / 2)
-
+                    # pbar_line = ceil(self._get_height() / 2)
                     for j, val in enumerate(f_val):
                         # Use human-friendly indexes here (starting from 1)
                         current = i * jobs + j + 1
@@ -699,20 +733,25 @@ class Hyperopt:
                         # evaluations can take different time. Here they are aligned in the
                         # order they will be shown to the user.
                         val['is_best'] = is_best
-
-                        self.print_results(val)
-
+                        # print(current)
+                        output = self.get_results(val)
+                        self.progress_bar.write(output)
+                        # self.progress_bar.write(str(len(output.split('\n')[0])))
+                        self.progress_bar.ncols = len(output.split('\n')[0])
+                        self.progress_bar.update(1)
+                        """
                         if pbar_line <= current:
                             self.progress_bar.update(current)
                             pbar_line = current + ceil(self._get_height() / 2)
-
+                        """
                         if is_best:
                             self.current_best_loss = val['loss']
                         self.trials.append(val)
                         # Save results after each best epoch and every 100 epochs
                         if is_best or current % 100 == 0:
                             self.save_trials()
-                self.progress_bar.finish()
+                self.progress_bar.ncols = 108
+                self.progress_bar.close()
 
                 # self.progress_bar.update(current)
         except KeyboardInterrupt:

From 755763ec42b51370c7326e4e90f5c35921ba2125 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Wed, 11 Mar 2020 22:43:27 +0100
Subject: [PATCH 0741/1106] Update requirements

---
 requirements-hyperopt.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-hyperopt.txt b/requirements-hyperopt.txt
index 3c500839e..7469674cd 100644
--- a/requirements-hyperopt.txt
+++ b/requirements-hyperopt.txt
@@ -7,4 +7,4 @@ scikit-learn==0.22.2.post1
 scikit-optimize==0.7.4
 filelock==3.0.12
 joblib==0.14.1
-progressbar2==3.50.0
+tqdm==4.43.0

From 40a413c524b9eb2b2d13e222ac1e81173a1d5b1e Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Wed, 11 Mar 2020 22:50:23 +0100
Subject: [PATCH 0742/1106] More remove of progressbar2

---
 freqtrade/loggers.py | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/freqtrade/loggers.py b/freqtrade/loggers.py
index 609604ff2..153ce8c80 100644
--- a/freqtrade/loggers.py
+++ b/freqtrade/loggers.py
@@ -4,7 +4,6 @@ import sys
 from logging import Formatter
 from logging.handlers import RotatingFileHandler, SysLogHandler
 from typing import Any, Dict, List
-import progressbar
 
 from freqtrade.exceptions import OperationalException
 
@@ -37,8 +36,6 @@ def setup_logging(config: Dict[str, Any]) -> None:
     # Log level
     verbosity = config['verbosity']
 
-    progressbar.streams.wrap_stderr()
-
     # Log to stderr
     log_handlers: List[logging.Handler] = [logging.StreamHandler(sys.stderr)]
 

From 9387ed923c97a2dffebfa1ca57662745d97a0f44 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Thu, 12 Mar 2020 02:07:50 +0100
Subject: [PATCH 0743/1106] fix for empty lines

---
 freqtrade/optimize/hyperopt.py | 12 +++---------
 1 file changed, 3 insertions(+), 9 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index e110f7e9c..48a89e1d6 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -289,15 +289,8 @@ class Hyperopt:
         """
         output = ''
         is_best = results['is_best']
-        # if not self.print_all:
-        #    Print '\n' after each 100th epoch to separate dots from the log messages.
-        #    Otherwise output is messy on a terminal.
-        #    return '.', end='' if results['current_epoch'] % 100 != 0 else None  # type: ignore
 
         if self.print_all or is_best:
-            # if not self.print_all:
-            #    Separate the results explanation string from dots
-            #    print("\n")
             output = self.get_result_table(
                 self.config, results, self.total_epochs,
                 self.print_all, self.print_colorized,
@@ -735,9 +728,10 @@ class Hyperopt:
                         val['is_best'] = is_best
                         # print(current)
                         output = self.get_results(val)
-                        self.progress_bar.write(output)
+                        if output:
+                            self.progress_bar.write(output)
                         # self.progress_bar.write(str(len(output.split('\n')[0])))
-                        self.progress_bar.ncols = len(output.split('\n')[0])
+                        self.progress_bar.ncols = 108
                         self.progress_bar.update(1)
                         """
                         if pbar_line <= current:

From df1ae565dc09c93b046b2ba79cb5a1ce647c1d09 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Thu, 12 Mar 2020 02:26:41 +0100
Subject: [PATCH 0744/1106] clean-up

---
 freqtrade/optimize/hyperopt.py | 32 +++-----------------------------
 1 file changed, 3 insertions(+), 29 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 48a89e1d6..a6da8c4b8 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -23,7 +23,7 @@ from joblib import (Parallel, cpu_count, delayed, dump, load,
 from pandas import DataFrame, json_normalize, isna
 from tqdm import tqdm
 import tabulate
-from os import path, popen
+from os import path
 import io
 
 from freqtrade.data.converter import trim_dataframe
@@ -640,10 +640,6 @@ class Hyperopt:
     def _set_random_state(self, random_state: Optional[int]) -> int:
         return random_state or random.randint(1, 2**16 - 1)
 
-    def _get_height(self) -> int:
-        rows = int((popen('stty size', 'r').read().split())[0])
-        return rows
-
     def start(self) -> None:
         self.random_state = self._set_random_state(self.config.get('hyperopt_random_state', None))
         logger.info(f"Using optimizer random state: {self.random_state}")
@@ -680,15 +676,6 @@ class Hyperopt:
 
         try:
             with Parallel(n_jobs=config_jobs) as parallel:
-                """
-                self.progress_bar = progressbar.ProgressBar(
-                    min_value=0,
-                    max_value=self.total_epochs,
-                    initial_value=0,
-                    line_breaks=True,
-                    enable_colors=self.print_colorized
-                )
-                """
                 jobs = parallel._effective_n_jobs()
                 logger.info(f'Effective number of parallel workers used: {jobs}')
 
@@ -712,7 +699,6 @@ class Hyperopt:
                     self.fix_optimizer_models_list()
 
                     # Calculate progressbar outputs
-                    # pbar_line = ceil(self._get_height() / 2)
                     for j, val in enumerate(f_val):
                         # Use human-friendly indexes here (starting from 1)
                         current = i * jobs + j + 1
@@ -726,18 +712,12 @@ class Hyperopt:
                         # evaluations can take different time. Here they are aligned in the
                         # order they will be shown to the user.
                         val['is_best'] = is_best
-                        # print(current)
                         output = self.get_results(val)
                         if output:
                             self.progress_bar.write(output)
-                        # self.progress_bar.write(str(len(output.split('\n')[0])))
                         self.progress_bar.ncols = 108
                         self.progress_bar.update(1)
-                        """
-                        if pbar_line <= current:
-                            self.progress_bar.update(current)
-                            pbar_line = current + ceil(self._get_height() / 2)
-                        """
+
                         if is_best:
                             self.current_best_loss = val['loss']
                         self.trials.append(val)
@@ -747,8 +727,8 @@ class Hyperopt:
                 self.progress_bar.ncols = 108
                 self.progress_bar.close()
 
-                # self.progress_bar.update(current)
         except KeyboardInterrupt:
+            self.progress_bar.close()
             print('User interrupted..')
 
         self.save_trials(final=True)
@@ -761,9 +741,3 @@ class Hyperopt:
             # This is printed when Ctrl+C is pressed quickly, before first epochs have
             # a chance to be evaluated.
             print("No epochs evaluated yet, no best result.")
-
-    def __getstate__(self):
-        state = self.__dict__.copy()
-        del state['trials']
-        del state['progress_bar']
-        return state

From 1a59fc11be8312c19cd5723f641ac66128b05117 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Thu, 12 Mar 2020 02:36:18 +0100
Subject: [PATCH 0745/1106] doh

---
 freqtrade/optimize/hyperopt.py | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index a6da8c4b8..9ff4a1ead 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -741,3 +741,9 @@ class Hyperopt:
             # This is printed when Ctrl+C is pressed quickly, before first epochs have
             # a chance to be evaluated.
             print("No epochs evaluated yet, no best result.")
+
+    def __getstate__(self):
+        state = self.__dict__.copy()
+        del state['trials']
+        del state['progress_bar']
+        return state

From 5737139979351eab8482cbe230b111310e11981b Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Thu, 12 Mar 2020 16:47:09 +0100
Subject: [PATCH 0746/1106] Small fix

---
 freqtrade/optimize/hyperopt.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 9ff4a1ead..a5921703f 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -7,6 +7,7 @@ This module contains the hyperopt logic
 import locale
 import logging
 import random
+import sys
 import warnings
 from math import ceil
 from collections import OrderedDict
@@ -270,6 +271,7 @@ class Hyperopt:
             # Print '\n' after each 100th epoch to separate dots from the log messages.
             # Otherwise output is messy on a terminal.
             print('.', end='' if results['current_epoch'] % 100 != 0 else None)  # type: ignore
+            sys.stdout.flush()
 
         if self.print_all or is_best:
             if not self.print_all:

From 6f67b8d9b900961afb93508214d981925261d3ec Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 12 Mar 2020 19:50:46 +0100
Subject: [PATCH 0747/1106] iCheck after clean_dataframe, too

---
 freqtrade/data/history/idatahandler.py | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/freqtrade/data/history/idatahandler.py b/freqtrade/data/history/idatahandler.py
index bde9612f2..b0a6a97dc 100644
--- a/freqtrade/data/history/idatahandler.py
+++ b/freqtrade/data/history/idatahandler.py
@@ -159,11 +159,13 @@ class IDataHandler(ABC):
                     return pairdf
 
             # incomplete candles should only be dropped if we didn't trim the end beforehand.
-            return clean_ohlcv_dataframe(pairdf, timeframe,
-                                         pair=pair,
-                                         fill_missing=fill_missing,
-                                         drop_incomplete=(drop_incomplete and
-                                                          enddate == pairdf.iloc[-1]['date']))
+            pairdf = clean_ohlcv_dataframe(pairdf, timeframe,
+                                           pair=pair,
+                                           fill_missing=fill_missing,
+                                           drop_incomplete=(drop_incomplete and
+                                                            enddate == pairdf.iloc[-1]['date']))
+            self._check_empty_df(pairdf, pair, timeframe, warn_no_data)
+            return pairdf
 
     def _check_empty_df(self, pairdf: DataFrame, pair: str, timeframe: str, warn_no_data: bool):
         """

From ebb0187f4040aa7f23ed54cacd8faa9919640994 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 13 Mar 2020 03:54:56 +0300
Subject: [PATCH 0748/1106] dataframe -> df_analyzed in backtesting and edge

---
 freqtrade/edge/edge_positioning.py | 14 +++++++-------
 freqtrade/optimize/backtesting.py  | 10 +++++-----
 2 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/freqtrade/edge/edge_positioning.py b/freqtrade/edge/edge_positioning.py
index a24e29efb..256b67383 100644
--- a/freqtrade/edge/edge_positioning.py
+++ b/freqtrade/edge/edge_positioning.py
@@ -137,10 +137,10 @@ class Edge:
             pair_data = pair_data.sort_values(by=['date'])
             pair_data = pair_data.reset_index(drop=True)
 
-            dataframe = self.strategy.advise_sell(
+            df_analyzed = self.strategy.advise_sell(
                 self.strategy.advise_buy(pair_data, {'pair': pair}), {'pair': pair})[headers].copy()
 
-            trades += self._find_trades_for_stoploss_range(dataframe, pair, self._stoploss_range)
+            trades += self._find_trades_for_stoploss_range(df_analyzed, pair, self._stoploss_range)
 
         # If no trade found then exit
         if len(trades) == 0:
@@ -359,11 +359,11 @@ class Edge:
         # Returning a list of pairs in order of "expectancy"
         return final
 
-    def _find_trades_for_stoploss_range(self, dataframe, pair, stoploss_range):
-        buy_column = dataframe['buy'].values
-        sell_column = dataframe['sell'].values
-        date_column = dataframe['date'].values
-        ohlc_columns = dataframe[['open', 'high', 'low', 'close']].values
+    def _find_trades_for_stoploss_range(self, df, pair, stoploss_range):
+        buy_column = df['buy'].values
+        sell_column = df['sell'].values
+        date_column = df['date'].values
+        ohlc_columns = df[['open', 'high', 'low', 'close']].values
 
         result: list = []
         for stoploss in stoploss_range:
diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 949c072c5..210fe3c66 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -164,19 +164,19 @@ class Backtesting:
             pair_data.loc[:, 'buy'] = 0  # cleanup from previous run
             pair_data.loc[:, 'sell'] = 0  # cleanup from previous run
 
-            dataframe = self.strategy.advise_sell(
+            df_analyzed = self.strategy.advise_sell(
                 self.strategy.advise_buy(pair_data, {'pair': pair}), {'pair': pair})[headers].copy()
 
             # To avoid using data from future, we use buy/sell signals shifted
             # from the previous candle
-            dataframe.loc[:, 'buy'] = dataframe['buy'].shift(1)
-            dataframe.loc[:, 'sell'] = dataframe['sell'].shift(1)
+            df_analyzed.loc[:, 'buy'] = df_analyzed['buy'].shift(1)
+            df_analyzed.loc[:, 'sell'] = df_analyzed['sell'].shift(1)
 
-            dataframe.drop(dataframe.head(1).index, inplace=True)
+            df_analyzed.drop(df_analyzed.head(1).index, inplace=True)
 
             # Convert from Pandas to list for performance reasons
             # (Looping Pandas is slow.)
-            data[pair] = [x for x in dataframe.itertuples()]
+            data[pair] = [x for x in df_analyzed.itertuples()]
         return data
 
     def _get_close_rate(self, sell_row, trade: Trade, sell: SellCheckTuple,

From b2952cd42ad22ecb0e623909524c07ac273803f3 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 13 Mar 2020 03:58:16 +0300
Subject: [PATCH 0749/1106] remove redundant dict

---
 freqtrade/plot/plotting.py | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index cfbda6714..220056d2d 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -454,10 +454,8 @@ def load_and_plot_trades(config: Dict[str, Any]):
     for pair, data in plot_elements["ohlcv"].items():
         pair_counter += 1
         logger.info("analyse pair %s", pair)
-        ohlcv = {}
-        ohlcv[pair] = data
 
-        dataframe = strategy.analyze_ticker(ohlcv[pair], {'pair': pair})
+        dataframe = strategy.analyze_ticker(data, {'pair': pair})
         trades_pair = trades.loc[trades['pair'] == pair]
         trades_pair = extract_trades_of_period(dataframe, trades_pair)
 

From ddfe5b5f1cb4788936699afbc36c1f19e85d2fc4 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 13 Mar 2020 04:00:24 +0300
Subject: [PATCH 0750/1106] dataframe -> df_analyzed in plotting

---
 freqtrade/plot/plotting.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index 220056d2d..be7be2de0 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -455,13 +455,13 @@ def load_and_plot_trades(config: Dict[str, Any]):
         pair_counter += 1
         logger.info("analyse pair %s", pair)
 
-        dataframe = strategy.analyze_ticker(data, {'pair': pair})
+        df_analyzed = strategy.analyze_ticker(data, {'pair': pair})
         trades_pair = trades.loc[trades['pair'] == pair]
-        trades_pair = extract_trades_of_period(dataframe, trades_pair)
+        trades_pair = extract_trades_of_period(df_analyzed, trades_pair)
 
         fig = generate_candlestick_graph(
             pair=pair,
-            data=dataframe,
+            data=df_analyzed,
             trades=trades_pair,
             indicators1=config.get("indicators1", []),
             indicators2=config.get("indicators2", []),

From a7ed51c6424202dccb27f44a847721dbbf4eecde Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 13 Mar 2020 04:04:23 +0300
Subject: [PATCH 0751/1106] return back the name of the hyperopt data file

---
 freqtrade/optimize/hyperopt.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index ed58db977..a6b13f93f 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -76,7 +76,7 @@ class Hyperopt:
         self.trials_file = (self.config['user_data_dir'] /
                             'hyperopt_results' / 'hyperopt_results.pickle')
         self.data_pickle_file = (self.config['user_data_dir'] /
-                                 'hyperopt_results' / 'hyperopt_data.pkl')
+                                 'hyperopt_results' / 'hyperopt_tickerdata.pkl')
         self.total_epochs = config.get('epochs', 0)
 
         self.current_best_loss = 100

From 59fadabb5ba01bc113c0d87cced31a7e7074df66 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 13 Mar 2020 20:26:14 +0300
Subject: [PATCH 0752/1106] Fix merging

---
 freqtrade/data/history/idatahandler.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/data/history/idatahandler.py b/freqtrade/data/history/idatahandler.py
index ae050103b..1bb4d5971 100644
--- a/freqtrade/data/history/idatahandler.py
+++ b/freqtrade/data/history/idatahandler.py
@@ -150,7 +150,7 @@ class IDataHandler(ABC):
         if self._check_empty_df(pairdf, pair, timeframe, warn_no_data):
             return pairdf
         else:
-            enddate = df.iloc[-1]['date']
+            enddate = pairdf.iloc[-1]['date']
 
             if timerange_startup:
                 self._validate_pairdata(pair, pairdf, timerange_startup)

From c56cbc21b1658102d912435fa00316ae3da51443 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 14 Mar 2020 10:42:01 +0100
Subject: [PATCH 0753/1106] Remove indexing warning in edge

---
 freqtrade/edge/edge_positioning.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/edge/edge_positioning.py b/freqtrade/edge/edge_positioning.py
index 256b67383..d196ab4b3 100644
--- a/freqtrade/edge/edge_positioning.py
+++ b/freqtrade/edge/edge_positioning.py
@@ -317,7 +317,7 @@ class Edge:
         }
 
         # Group by (pair and stoploss) by applying above aggregator
-        df = results.groupby(['pair', 'stoploss'])['profit_abs', 'trade_duration'].agg(
+        df = results.groupby(['pair', 'stoploss'])[['profit_abs', 'trade_duration']].agg(
             groupby_aggregator).reset_index(col_level=1)
 
         # Dropping level 0 as we don't need it

From 308d8fe2a9daf78fd58642c884dd6a9c4bd9a119 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 14 Mar 2020 10:44:46 +0100
Subject: [PATCH 0754/1106] Remove deprecation warnings due to date conversion

---
 tests/edge/test_edge.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/edge/test_edge.py b/tests/edge/test_edge.py
index c68ac477c..3bebeee65 100644
--- a/tests/edge/test_edge.py
+++ b/tests/edge/test_edge.py
@@ -163,8 +163,8 @@ def test_edge_results(edge_conf, mocker, caplog, data) -> None:
     for c, trade in enumerate(data.trades):
         res = results.iloc[c]
         assert res.exit_type == trade.sell_reason
-        assert res.open_time == np.datetime64(_get_frame_time_from_offset(trade.open_tick))
-        assert res.close_time == np.datetime64(_get_frame_time_from_offset(trade.close_tick))
+        assert res.open_time == _get_frame_time_from_offset(trade.open_tick).replace(tzinfo=None)
+        assert res.close_time == _get_frame_time_from_offset(trade.close_tick).replace(tzinfo=None)
 
 
 def test_adjust(mocker, edge_conf):

From 27faf12fdeef84f404aa7bf32f27e7591cc1a910 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sat, 14 Mar 2020 22:15:03 +0100
Subject: [PATCH 0755/1106] Fix if no file exists

---
 freqtrade/commands/arguments.py   |  2 +-
 freqtrade/commands/cli_options.py |  5 +++++
 freqtrade/data/btanalysis.py      |  8 ++++++--
 freqtrade/plot/plotting.py        | 19 +++++++++++++++----
 tests/data/test_btanalysis.py     |  5 ++++-
 5 files changed, 31 insertions(+), 8 deletions(-)

diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 1a8cca72b..66fa0b038 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -59,7 +59,7 @@ ARGS_DOWNLOAD_DATA = ["pairs", "pairs_file", "days", "download_trades", "exchang
 
 ARGS_PLOT_DATAFRAME = ["pairs", "indicators1", "indicators2", "plot_limit",
                        "db_url", "trade_source", "export", "exportfilename",
-                       "timerange", "ticker_interval"]
+                       "timerange", "ticker_interval", "skip_trades"]
 
 ARGS_PLOT_PROFIT = ["pairs", "timerange", "export", "exportfilename", "db_url",
                     "trade_source", "ticker_interval"]
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 42c697d56..187e0a424 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -413,6 +413,11 @@ AVAILABLE_CLI_OPTIONS = {
         metavar='INT',
         default=750,
     ),
+    "skip_trades": Arg(
+        '--skip-trades',
+        help='Skip using trades file from backtesting and DB.',
+        action='store_true',
+    ),
     "trade_source": Arg(
         '--trade-source',
         help='Specify the source for trades (Can be DB or file (backtest file)) '
diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 681bf6734..fc938ad7e 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -111,7 +111,7 @@ def load_trades_from_db(db_url: str) -> pd.DataFrame:
                             t.calc_profit(), t.calc_profit_ratio(),
                             t.open_rate, t.close_rate, t.amount,
                             (round((t.close_date.timestamp() - t.open_date.timestamp()) / 60, 2)
-                                if t.close_date else None),
+                             if t.close_date else None),
                             t.sell_reason,
                             t.fee_open, t.fee_close,
                             t.open_rate_requested,
@@ -129,12 +129,16 @@ def load_trades_from_db(db_url: str) -> pd.DataFrame:
     return trades
 
 
-def load_trades(source: str, db_url: str, exportfilename: str) -> pd.DataFrame:
+def load_trades(source: str, db_url: str, exportfilename: str, skip_trades: bool) -> pd.DataFrame:
     """
     Based on configuration option "trade_source":
     * loads data from DB (using `db_url`)
     * loads data from backtestfile (using `exportfilename`)
     """
+    if skip_trades:
+        df = pd.DataFrame(columns=BT_DATA_COLUMNS)
+        return df
+
     if source == "DB":
         return load_trades_from_db(db_url)
     elif source == "file":
diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index be7be2de0..cb2686878 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -3,6 +3,7 @@ from pathlib import Path
 from typing import Any, Dict, List
 
 import pandas as pd
+from os.path import isfile
 
 from freqtrade.configuration import TimeRange
 from freqtrade.data.btanalysis import (calculate_max_drawdown,
@@ -48,11 +49,21 @@ def init_plotscript(config):
         data_format=config.get('dataformat_ohlcv', 'json'),
     )
 
-    trades = load_trades(config['trade_source'],
-                         db_url=config.get('db_url'),
-                         exportfilename=config.get('exportfilename'),
-                         )
+    skip_trades = False
+    if not isfile(config.get('exportfilename')) and config['trade_source'] == 'file':
+        logger.info("Backtest file is missing skipping trades.")
+        skip_trades = True
+    elif config.get('skip_trades', False):
+        skip_trades = True
+
+    trades = load_trades(
+        config['trade_source'],
+        db_url=config.get('db_url'),
+        exportfilename=config.get('exportfilename'),
+        skip_trades=skip_trades
+    )
     trades = trim_dataframe(trades, timerange, 'open_time')
+
     return {"ohlcv": data,
             "trades": trades,
             "pairs": pairs,
diff --git a/tests/data/test_btanalysis.py b/tests/data/test_btanalysis.py
index da5d225b9..44e9c1072 100644
--- a/tests/data/test_btanalysis.py
+++ b/tests/data/test_btanalysis.py
@@ -104,6 +104,7 @@ def test_load_trades(default_conf, mocker):
     load_trades("DB",
                 db_url=default_conf.get('db_url'),
                 exportfilename=default_conf.get('exportfilename'),
+                skip_trades=False
                 )
 
     assert db_mock.call_count == 1
@@ -114,7 +115,9 @@ def test_load_trades(default_conf, mocker):
     default_conf['exportfilename'] = "testfile.json"
     load_trades("file",
                 db_url=default_conf.get('db_url'),
-                exportfilename=default_conf.get('exportfilename'),)
+                exportfilename=default_conf.get('exportfilename'),
+                skip_trades=False
+                )
 
     assert db_mock.call_count == 0
     assert bt_mock.call_count == 1

From cf7e80f45d5d664c1dcb1cc92335cffb67186d12 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sat, 14 Mar 2020 23:55:13 +0100
Subject: [PATCH 0756/1106] Docs and logging

---
 docs/plotting.md           | 62 +++++++++++++++++++++++++-------------
 freqtrade/plot/plotting.py |  2 +-
 2 files changed, 42 insertions(+), 22 deletions(-)

diff --git a/docs/plotting.md b/docs/plotting.md
index 3eef8f8e7..ef28f0fe3 100644
--- a/docs/plotting.md
+++ b/docs/plotting.md
@@ -23,44 +23,64 @@ The `freqtrade plot-dataframe` subcommand shows an interactive graph with three
 Possible arguments:
 
 ```
-usage: freqtrade plot-dataframe [-h] [-v] [--logfile FILE] [-V] [-c PATH] [-d PATH] [--userdir PATH] [-s NAME]
-                                [--strategy-path PATH] [-p PAIRS [PAIRS ...]] [--indicators1 INDICATORS1 [INDICATORS1 ...]]
-                                [--indicators2 INDICATORS2 [INDICATORS2 ...]] [--plot-limit INT] [--db-url PATH]
-                                [--trade-source {DB,file}] [--export EXPORT] [--export-filename PATH] [--timerange TIMERANGE]
-                                [-i TICKER_INTERVAL]
+usage: freqtrade plot-dataframe [-h] [-v] [--logfile FILE] [-V] [-c PATH]
+                                [-d PATH] [--userdir PATH] [-s NAME]
+                                [--strategy-path PATH] [-p PAIRS [PAIRS ...]]
+                                [--indicators1 INDICATORS1 [INDICATORS1 ...]]
+                                [--indicators2 INDICATORS2 [INDICATORS2 ...]]
+                                [--plot-limit INT] [--db-url PATH]
+                                [--trade-source {DB,file}] [--export EXPORT]
+                                [--export-filename PATH]
+                                [--timerange TIMERANGE] [-i TICKER_INTERVAL]
+                                [--skip-trades]
 
 optional arguments:
   -h, --help            show this help message and exit
   -p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
-                        Show profits for only these pairs. Pairs are space-separated.
+                        Show profits for only these pairs. Pairs are space-
+                        separated.
   --indicators1 INDICATORS1 [INDICATORS1 ...]
-                        Set indicators from your strategy you want in the first row of the graph. Space-separated list. Example:
+                        Set indicators from your strategy you want in the
+                        first row of the graph. Space-separated list. Example:
                         `ema3 ema5`. Default: `['sma', 'ema3', 'ema5']`.
   --indicators2 INDICATORS2 [INDICATORS2 ...]
-                        Set indicators from your strategy you want in the third row of the graph. Space-separated list. Example:
+                        Set indicators from your strategy you want in the
+                        third row of the graph. Space-separated list. Example:
                         `fastd fastk`. Default: `['macd', 'macdsignal']`.
-  --plot-limit INT      Specify tick limit for plotting. Notice: too high values cause huge files. Default: 750.
-  --db-url PATH         Override trades database URL, this is useful in custom deployments (default: `sqlite:///tradesv3.sqlite`
-                        for Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for Dry Run).
+  --plot-limit INT      Specify tick limit for plotting. Notice: too high
+                        values cause huge files. Default: 750.
+  --db-url PATH         Override trades database URL, this is useful in custom
+                        deployments (default: `sqlite:///tradesv3.sqlite` for
+                        Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for
+                        Dry Run).
   --trade-source {DB,file}
-                        Specify the source for trades (Can be DB or file (backtest file)) Default: file
-  --export EXPORT       Export backtest results, argument are: trades. Example: `--export=trades`
+                        Specify the source for trades (Can be DB or file
+                        (backtest file)) Default: file
+  --export EXPORT       Export backtest results, argument are: trades.
+                        Example: `--export=trades`
   --export-filename PATH
-                        Save backtest results to the file with this filename. Requires `--export` to be set as well. Example:
-                        `--export-filename=user_data/backtest_results/backtest_today.json`
+                        Save backtest results to the file with this filename.
+                        Requires `--export` to be set as well. Example:
+                        `--export-filename=user_data/backtest_results/backtest
+                        _today.json`
   --timerange TIMERANGE
                         Specify what timerange of data to use.
   -i TICKER_INTERVAL, --ticker-interval TICKER_INTERVAL
-                        Specify ticker interval (`1m`, `5m`, `30m`, `1h`, `1d`).
+                        Specify ticker interval (`1m`, `5m`, `30m`, `1h`,
+                        `1d`).
+  --skip-trades         Skip using trades file from backtesting and DB.
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
-  --logfile FILE        Log to the file specified. Special values are: 'syslog', 'journald'. See the documentation for more
+  --logfile FILE        Log to the file specified. Special values are:
+                        'syslog', 'journald'. See the documentation for more
                         details.
   -V, --version         show program's version number and exit
   -c PATH, --config PATH
-                        Specify configuration file (default: `config.json`). Multiple --config options may be used. Can be set to
-                        `-` to read config from stdin.
+                        Specify configuration file (default:
+                        `userdir/config.json` or `config.json` whichever
+                        exists). Multiple --config options may be used. Can be
+                        set to `-` to read config from stdin.
   -d PATH, --datadir PATH
                         Path to directory with historical backtesting data.
   --userdir PATH, --user-data-dir PATH
@@ -68,9 +88,9 @@ Common arguments:
 
 Strategy arguments:
   -s NAME, --strategy NAME
-                        Specify strategy class name which will be used by the bot.
+                        Specify strategy class name which will be used by the
+                        bot.
   --strategy-path PATH  Specify additional strategy lookup path.
-
 ```
 
 Example:
diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index cb2686878..8da61597f 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -51,7 +51,7 @@ def init_plotscript(config):
 
     skip_trades = False
     if not isfile(config.get('exportfilename')) and config['trade_source'] == 'file':
-        logger.info("Backtest file is missing skipping trades.")
+        logger.warning("Backtest file is missing skipping trades.")
         skip_trades = True
     elif config.get('skip_trades', False):
         skip_trades = True

From 2c0980aa3ab2af40e46411819f2e53b76eae6fa4 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sun, 15 Mar 2020 00:09:08 +0100
Subject: [PATCH 0757/1106] Tests

---
 tests/data/test_btanalysis.py | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/tests/data/test_btanalysis.py b/tests/data/test_btanalysis.py
index 44e9c1072..95f371d7f 100644
--- a/tests/data/test_btanalysis.py
+++ b/tests/data/test_btanalysis.py
@@ -122,6 +122,18 @@ def test_load_trades(default_conf, mocker):
     assert db_mock.call_count == 0
     assert bt_mock.call_count == 1
 
+    db_mock.reset_mock()
+    bt_mock.reset_mock()
+    default_conf['exportfilename'] = "testfile.json"
+    load_trades("file",
+                db_url=default_conf.get('db_url'),
+                exportfilename=default_conf.get('exportfilename'),
+                skip_trades=True
+                )
+
+    assert db_mock.call_count == 0
+    assert bt_mock.call_count == 0
+
 
 def test_combine_dataframes_with_mean(testdatadir):
     pairs = ["ETH/BTC", "ADA/BTC"]

From 0f1640bed4691cc0d27ed1d665e77c8d2dd85944 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 15 Mar 2020 09:39:45 +0100
Subject: [PATCH 0758/1106] convert exportfilename to Path when config parsing

---
 freqtrade/configuration/configuration.py | 1 +
 freqtrade/data/btanalysis.py             | 8 ++++++--
 freqtrade/optimize/backtesting.py        | 2 +-
 tests/data/test_btanalysis.py            | 5 +++--
 tests/optimize/test_backtesting.py       | 1 +
 tests/test_plotting.py                   | 6 +++---
 6 files changed, 15 insertions(+), 8 deletions(-)

diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index 0645d72be..ce2101441 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -196,6 +196,7 @@ class Configuration:
         if self.args.get('exportfilename'):
             self._args_to_config(config, argname='exportfilename',
                                  logstring='Storing backtest results to {} ...')
+            config['exportfilename'] = Path(config['exportfilename'])
         else:
             config['exportfilename'] = (config['user_data_dir']
                                         / 'backtest_results/backtest-result.json')
diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 681bf6734..e8ec03fea 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -129,16 +129,20 @@ def load_trades_from_db(db_url: str) -> pd.DataFrame:
     return trades
 
 
-def load_trades(source: str, db_url: str, exportfilename: str) -> pd.DataFrame:
+def load_trades(source: str, db_url: str, exportfilename: Path) -> pd.DataFrame:
     """
     Based on configuration option "trade_source":
     * loads data from DB (using `db_url`)
     * loads data from backtestfile (using `exportfilename`)
+    :param source: "DB" or "file" - specify source to load from
+    :param db_url: sqlalchemy formatted url to a database
+    :param exportfilename: Json file generated by backtesting
+    :return: DataFrame containing trades
     """
     if source == "DB":
         return load_trades_from_db(db_url)
     elif source == "file":
-        return load_backtest_data(Path(exportfilename))
+        return load_backtest_data(exportfilename)
 
 
 def extract_trades_of_period(dataframe: pd.DataFrame, trades: pd.DataFrame) -> pd.DataFrame:
diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 210fe3c66..40e6590f7 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -421,7 +421,7 @@ class Backtesting:
         for strategy, results in all_results.items():
 
             if self.config.get('export', False):
-                self._store_backtest_result(Path(self.config['exportfilename']), results,
+                self._store_backtest_result(self.config['exportfilename'], results,
                                             strategy if len(self.strategylist) > 1 else None)
 
             print(f"Result for strategy {strategy}")
diff --git a/tests/data/test_btanalysis.py b/tests/data/test_btanalysis.py
index da5d225b9..7513991ea 100644
--- a/tests/data/test_btanalysis.py
+++ b/tests/data/test_btanalysis.py
@@ -1,8 +1,9 @@
+from pathlib import Path
 from unittest.mock import MagicMock
 
 import pytest
 from arrow import Arrow
-from pandas import DataFrame, DateOffset, to_datetime, Timestamp
+from pandas import DataFrame, DateOffset, Timestamp, to_datetime
 
 from freqtrade.configuration import TimeRange
 from freqtrade.data.btanalysis import (BT_DATA_COLUMNS,
@@ -111,7 +112,7 @@ def test_load_trades(default_conf, mocker):
 
     db_mock.reset_mock()
     bt_mock.reset_mock()
-    default_conf['exportfilename'] = "testfile.json"
+    default_conf['exportfilename'] = Path("testfile.json")
     load_trades("file",
                 db_url=default_conf.get('db_url'),
                 exportfilename=default_conf.get('exportfilename'),)
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index f78b44704..da23a9af4 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -224,6 +224,7 @@ def test_setup_bt_configuration_with_arguments(mocker, default_conf, caplog) ->
     assert 'export' in config
     assert log_has('Parameter --export detected: {} ...'.format(config['export']), caplog)
     assert 'exportfilename' in config
+    assert isinstance(config['exportfilename'], Path)
     assert log_has('Storing backtest results to {} ...'.format(config['exportfilename']), caplog)
 
     assert 'fee' in config
diff --git a/tests/test_plotting.py b/tests/test_plotting.py
index 42010ad0d..a5c965429 100644
--- a/tests/test_plotting.py
+++ b/tests/test_plotting.py
@@ -49,7 +49,7 @@ def test_init_plotscript(default_conf, mocker, testdatadir):
     default_conf['trade_source'] = "file"
     default_conf['ticker_interval'] = "5m"
     default_conf["datadir"] = testdatadir
-    default_conf['exportfilename'] = str(testdatadir / "backtest-result_test.json")
+    default_conf['exportfilename'] = testdatadir / "backtest-result_test.json"
     ret = init_plotscript(default_conf)
     assert "ohlcv" in ret
     assert "trades" in ret
@@ -318,7 +318,7 @@ def test_start_plot_dataframe(mocker):
 def test_load_and_plot_trades(default_conf, mocker, caplog, testdatadir):
     default_conf['trade_source'] = 'file'
     default_conf["datadir"] = testdatadir
-    default_conf['exportfilename'] = str(testdatadir / "backtest-result_test.json")
+    default_conf['exportfilename'] = testdatadir / "backtest-result_test.json"
     default_conf['indicators1'] = ["sma5", "ema10"]
     default_conf['indicators2'] = ["macd"]
     default_conf['pairs'] = ["ETH/BTC", "LTC/BTC"]
@@ -374,7 +374,7 @@ def test_start_plot_profit_error(mocker):
 def test_plot_profit(default_conf, mocker, testdatadir, caplog):
     default_conf['trade_source'] = 'file'
     default_conf["datadir"] = testdatadir
-    default_conf['exportfilename'] = str(testdatadir / "backtest-result_test.json")
+    default_conf['exportfilename'] = testdatadir / "backtest-result_test.json"
     default_conf['pairs'] = ["ETH/BTC", "LTC/BTC"]
 
     profit_mock = MagicMock()

From 328dbd3930981103d2646e27e53156f104e59745 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 15 Mar 2020 15:04:48 +0100
Subject: [PATCH 0759/1106] Remove unnecessary parameter to
 generate_text_table_sell_reason

---
 freqtrade/optimize/backtesting.py       | 7 +++----
 freqtrade/optimize/optimize_reports.py  | 8 ++++----
 tests/optimize/test_optimize_reports.py | 6 ++----
 3 files changed, 9 insertions(+), 12 deletions(-)

diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 40e6590f7..5ee5a058f 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -7,7 +7,7 @@ import logging
 from copy import deepcopy
 from datetime import datetime, timedelta
 from pathlib import Path
-from typing import Any, Dict, List, NamedTuple, Optional
+from typing import Any, Dict, List, NamedTuple, Optional, Tuple
 
 import arrow
 from pandas import DataFrame
@@ -108,7 +108,7 @@ class Backtesting:
         # And the regular "stoploss" function would not apply to that case
         self.strategy.order_types['stoploss_on_exchange'] = False
 
-    def load_bt_data(self):
+    def load_bt_data(self) -> Tuple[Dict[str, DataFrame], TimeRange]:
         timerange = TimeRange.parse_timerange(None if self.config.get(
             'timerange') is None else str(self.config.get('timerange')))
 
@@ -432,8 +432,7 @@ class Backtesting:
                 print(' BACKTESTING REPORT '.center(len(table.splitlines()[0]), '='))
             print(table)
 
-            table = generate_text_table_sell_reason(data,
-                                                    stake_currency=self.config['stake_currency'],
+            table = generate_text_table_sell_reason(stake_currency=self.config['stake_currency'],
                                                     max_open_trades=self.config['max_open_trades'],
                                                     results=results)
             if isinstance(table, str):
diff --git a/freqtrade/optimize/optimize_reports.py b/freqtrade/optimize/optimize_reports.py
index 39bde50a8..ee29aa283 100644
--- a/freqtrade/optimize/optimize_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -69,12 +69,12 @@ def generate_text_table(data: Dict[str, Dict], stake_currency: str, max_open_tra
                     floatfmt=floatfmt, tablefmt="orgtbl", stralign="right")  # type: ignore
 
 
-def generate_text_table_sell_reason(
-    data: Dict[str, Dict], stake_currency: str, max_open_trades: int, results: DataFrame
-) -> str:
+def generate_text_table_sell_reason(stake_currency: str, max_open_trades: int,
+                                    results: DataFrame) -> str:
     """
     Generate small table outlining Backtest results
-    :param data: Dict of <pair: dataframe> containing data that was used during backtesting.
+    :param stake_currency: Stakecurrency used
+    :param max_open_trades: Max_open_trades parameter
     :param results: Dataframe containing the backtest results
     :return: pretty printed table with tabulate as string
     """
diff --git a/tests/optimize/test_optimize_reports.py b/tests/optimize/test_optimize_reports.py
index 285ecaa02..5e68a5ef8 100644
--- a/tests/optimize/test_optimize_reports.py
+++ b/tests/optimize/test_optimize_reports.py
@@ -61,10 +61,8 @@ def test_generate_text_table_sell_reason(default_conf, mocker):
         '|     stop_loss |       1 |      0 |       0 |        1 |'
         '            -10 |            -10 |             -0.2 |             -5 |'
     )
-    assert generate_text_table_sell_reason(
-        data={'ETH/BTC': {}},
-        stake_currency='BTC', max_open_trades=2,
-        results=results) == result_str
+    assert generate_text_table_sell_reason(stake_currency='BTC', max_open_trades=2,
+                                           results=results) == result_str
 
 
 def test_generate_text_table_strategy(default_conf, mocker):

From 6106d59e1a0122863849e03e671db698f02c5c96 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 15 Mar 2020 15:17:35 +0100
Subject: [PATCH 0760/1106] Move store_backtest_results to optimize_reports

---
 freqtrade/optimize/backtesting.py      | 18 ------------------
 freqtrade/optimize/optimize_reports.py | 26 +++++++++++++++++++++++++-
 2 files changed, 25 insertions(+), 19 deletions(-)

diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 5ee5a058f..9dd1b8429 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -6,7 +6,6 @@ This module contains the backtesting logic
 import logging
 from copy import deepcopy
 from datetime import datetime, timedelta
-from pathlib import Path
 from typing import Any, Dict, List, NamedTuple, Optional, Tuple
 
 import arrow
@@ -134,23 +133,6 @@ class Backtesting:
 
         return data, timerange
 
-    def _store_backtest_result(self, recordfilename: Path, results: DataFrame,
-                               strategyname: Optional[str] = None) -> None:
-
-        records = [(t.pair, t.profit_percent, t.open_time.timestamp(),
-                    t.close_time.timestamp(), t.open_index - 1, t.trade_duration,
-                    t.open_rate, t.close_rate, t.open_at_end, t.sell_reason.value)
-                   for index, t in results.iterrows()]
-
-        if records:
-            if strategyname:
-                # Inject strategyname to filename
-                recordfilename = Path.joinpath(
-                    recordfilename.parent,
-                    f'{recordfilename.stem}-{strategyname}').with_suffix(recordfilename.suffix)
-            logger.info(f'Dumping backtest results to {recordfilename}')
-            file_dump_json(recordfilename, records)
-
     def _get_ohlcv_as_lists(self, processed: Dict) -> Dict[str, DataFrame]:
         """
         Helper function to convert a processed dataframes into lists for performance reasons.
diff --git a/freqtrade/optimize/optimize_reports.py b/freqtrade/optimize/optimize_reports.py
index ee29aa283..fb407f681 100644
--- a/freqtrade/optimize/optimize_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -1,9 +1,33 @@
+import logging
 from datetime import timedelta
-from typing import Dict
+from pathlib import Path
+from typing import Dict, Optional
 
 from pandas import DataFrame
 from tabulate import tabulate
 
+from freqtrade.misc import file_dump_json
+
+logger = logging.getLogger(__name__)
+
+
+def store_backtest_result(recordfilename: Path, results: DataFrame,
+                          strategyname: Optional[str] = None) -> None:
+
+    records = [(t.pair, t.profit_percent, t.open_time.timestamp(),
+                t.close_time.timestamp(), t.open_index - 1, t.trade_duration,
+                t.open_rate, t.close_rate, t.open_at_end, t.sell_reason.value)
+               for index, t in results.iterrows()]
+
+    if records:
+        if strategyname:
+            # Inject strategyname to filename
+            recordfilename = Path.joinpath(
+                recordfilename.parent,
+                f'{recordfilename.stem}-{strategyname}').with_suffix(recordfilename.suffix)
+        logger.info(f'Dumping backtest results to {recordfilename}')
+        file_dump_json(recordfilename, records)
+
 
 def generate_text_table(data: Dict[str, Dict], stake_currency: str, max_open_trades: int,
                         results: DataFrame, skip_nan: bool = False) -> str:

From a13d581658173fb764c110ae9966767f17c85e7d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 15 Mar 2020 15:17:53 +0100
Subject: [PATCH 0761/1106] Move backtest-result visualization out of
 backtesting class

---
 freqtrade/optimize/backtesting.py      | 48 ++------------------------
 freqtrade/optimize/optimize_reports.py | 44 +++++++++++++++++++++++
 2 files changed, 47 insertions(+), 45 deletions(-)

diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 9dd1b8429..323331bc6 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -18,10 +18,7 @@ from freqtrade.data.converter import trim_dataframe
 from freqtrade.data.dataprovider import DataProvider
 from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import timeframe_to_minutes, timeframe_to_seconds
-from freqtrade.misc import file_dump_json
-from freqtrade.optimize.optimize_reports import (
-    generate_text_table, generate_text_table_sell_reason,
-    generate_text_table_strategy)
+from freqtrade.optimize.optimize_reports import show_backtest_results
 from freqtrade.persistence import Trade
 from freqtrade.resolvers import ExchangeResolver, StrategyResolver
 from freqtrade.state import RunMode
@@ -399,44 +396,5 @@ class Backtesting:
                 max_open_trades=max_open_trades,
                 position_stacking=position_stacking,
             )
-
-        for strategy, results in all_results.items():
-
-            if self.config.get('export', False):
-                self._store_backtest_result(self.config['exportfilename'], results,
-                                            strategy if len(self.strategylist) > 1 else None)
-
-            print(f"Result for strategy {strategy}")
-            table = generate_text_table(data, stake_currency=self.config['stake_currency'],
-                                        max_open_trades=self.config['max_open_trades'],
-                                        results=results)
-            if isinstance(table, str):
-                print(' BACKTESTING REPORT '.center(len(table.splitlines()[0]), '='))
-            print(table)
-
-            table = generate_text_table_sell_reason(stake_currency=self.config['stake_currency'],
-                                                    max_open_trades=self.config['max_open_trades'],
-                                                    results=results)
-            if isinstance(table, str):
-                print(' SELL REASON STATS '.center(len(table.splitlines()[0]), '='))
-            print(table)
-
-            table = generate_text_table(data,
-                                        stake_currency=self.config['stake_currency'],
-                                        max_open_trades=self.config['max_open_trades'],
-                                        results=results.loc[results.open_at_end], skip_nan=True)
-            if isinstance(table, str):
-                print(' LEFT OPEN TRADES REPORT '.center(len(table.splitlines()[0]), '='))
-            print(table)
-            if isinstance(table, str):
-                print('=' * len(table.splitlines()[0]))
-            print()
-        if len(all_results) > 1:
-            # Print Strategy summary table
-            table = generate_text_table_strategy(self.config['stake_currency'],
-                                                 self.config['max_open_trades'],
-                                                 all_results=all_results)
-            print(' STRATEGY SUMMARY '.center(len(table.splitlines()[0]), '='))
-            print(table)
-            print('=' * len(table.splitlines()[0]))
-            print('\nFor more details, please look at the detail tables above')
+        # Show backtest results
+        show_backtest_results(self.config, data, all_results)
diff --git a/freqtrade/optimize/optimize_reports.py b/freqtrade/optimize/optimize_reports.py
index fb407f681..fef0accb0 100644
--- a/freqtrade/optimize/optimize_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -197,3 +197,47 @@ def generate_edge_table(results: dict) -> str:
     # Ignore type as floatfmt does allow tuples but mypy does not know that
     return tabulate(tabular_data, headers=headers,
                     floatfmt=floatfmt, tablefmt="orgtbl", stralign="right")  # type: ignore
+
+
+def show_backtest_results(config: Dict, btdata: Dict[str, DataFrame],
+                          all_results: Dict[str, DataFrame]):
+    for strategy, results in all_results.items():
+
+        if config.get('export', False):
+            store_backtest_result(config['exportfilename'], results,
+                                  strategy if len(all_results) > 1 else None)
+
+        print(f"Result for strategy {strategy}")
+        table = generate_text_table(btdata, stake_currency=config['stake_currency'],
+                                    max_open_trades=config['max_open_trades'],
+                                    results=results)
+        if isinstance(table, str):
+            print(' BACKTESTING REPORT '.center(len(table.splitlines()[0]), '='))
+        print(table)
+
+        table = generate_text_table_sell_reason(stake_currency=config['stake_currency'],
+                                                max_open_trades=config['max_open_trades'],
+                                                results=results)
+        if isinstance(table, str):
+            print(' SELL REASON STATS '.center(len(table.splitlines()[0]), '='))
+        print(table)
+
+        table = generate_text_table(btdata,
+                                    stake_currency=config['stake_currency'],
+                                    max_open_trades=config['max_open_trades'],
+                                    results=results.loc[results.open_at_end], skip_nan=True)
+        if isinstance(table, str):
+            print(' LEFT OPEN TRADES REPORT '.center(len(table.splitlines()[0]), '='))
+        print(table)
+        if isinstance(table, str):
+            print('=' * len(table.splitlines()[0]))
+        print()
+    if len(all_results) > 1:
+        # Print Strategy summary table
+        table = generate_text_table_strategy(config['stake_currency'],
+                                                config['max_open_trades'],
+                                                all_results=all_results)
+        print(' STRATEGY SUMMARY '.center(len(table.splitlines()[0]), '='))
+        print(table)
+        print('=' * len(table.splitlines()[0]))
+        print('\nFor more details, please look at the detail tables above')

From e95665cecaeec2337dee47660674401535b406a7 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 15 Mar 2020 15:36:23 +0100
Subject: [PATCH 0762/1106] Make backtestresult storing independent from
 printing

---
 freqtrade/optimize/backtesting.py      |  6 ++++-
 freqtrade/optimize/optimize_reports.py | 36 ++++++++++++--------------
 2 files changed, 21 insertions(+), 21 deletions(-)

diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 323331bc6..1725a7d13 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -18,7 +18,8 @@ from freqtrade.data.converter import trim_dataframe
 from freqtrade.data.dataprovider import DataProvider
 from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import timeframe_to_minutes, timeframe_to_seconds
-from freqtrade.optimize.optimize_reports import show_backtest_results
+from freqtrade.optimize.optimize_reports import (show_backtest_results,
+                                                 store_backtest_result)
 from freqtrade.persistence import Trade
 from freqtrade.resolvers import ExchangeResolver, StrategyResolver
 from freqtrade.state import RunMode
@@ -396,5 +397,8 @@ class Backtesting:
                 max_open_trades=max_open_trades,
                 position_stacking=position_stacking,
             )
+
+        if self.config.get('export', False):
+            store_backtest_result(self.config['exportfilename'], all_results)
         # Show backtest results
         show_backtest_results(self.config, data, all_results)
diff --git a/freqtrade/optimize/optimize_reports.py b/freqtrade/optimize/optimize_reports.py
index fef0accb0..701432071 100644
--- a/freqtrade/optimize/optimize_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -11,22 +11,22 @@ from freqtrade.misc import file_dump_json
 logger = logging.getLogger(__name__)
 
 
-def store_backtest_result(recordfilename: Path, results: DataFrame,
-                          strategyname: Optional[str] = None) -> None:
+def store_backtest_result(recordfilename: Path, all_results: Dict[str, DataFrame]) -> None:
 
-    records = [(t.pair, t.profit_percent, t.open_time.timestamp(),
-                t.close_time.timestamp(), t.open_index - 1, t.trade_duration,
-                t.open_rate, t.close_rate, t.open_at_end, t.sell_reason.value)
-               for index, t in results.iterrows()]
+    for strategy, results in all_results.items():
+        records = [(t.pair, t.profit_percent, t.open_time.timestamp(),
+                    t.close_time.timestamp(), t.open_index - 1, t.trade_duration,
+                    t.open_rate, t.close_rate, t.open_at_end, t.sell_reason.value)
+                   for index, t in results.iterrows()]
 
-    if records:
-        if strategyname:
-            # Inject strategyname to filename
-            recordfilename = Path.joinpath(
-                recordfilename.parent,
-                f'{recordfilename.stem}-{strategyname}').with_suffix(recordfilename.suffix)
-        logger.info(f'Dumping backtest results to {recordfilename}')
-        file_dump_json(recordfilename, records)
+        if records:
+            if len(all_results) > 1:
+                # Inject strategy to filename
+                recordfilename = Path.joinpath(
+                    recordfilename.parent,
+                    f'{recordfilename.stem}-{strategy}').with_suffix(recordfilename.suffix)
+            logger.info(f'Dumping backtest results to {recordfilename}')
+            file_dump_json(recordfilename, records)
 
 
 def generate_text_table(data: Dict[str, Dict], stake_currency: str, max_open_trades: int,
@@ -203,10 +203,6 @@ def show_backtest_results(config: Dict, btdata: Dict[str, DataFrame],
                           all_results: Dict[str, DataFrame]):
     for strategy, results in all_results.items():
 
-        if config.get('export', False):
-            store_backtest_result(config['exportfilename'], results,
-                                  strategy if len(all_results) > 1 else None)
-
         print(f"Result for strategy {strategy}")
         table = generate_text_table(btdata, stake_currency=config['stake_currency'],
                                     max_open_trades=config['max_open_trades'],
@@ -235,8 +231,8 @@ def show_backtest_results(config: Dict, btdata: Dict[str, DataFrame],
     if len(all_results) > 1:
         # Print Strategy summary table
         table = generate_text_table_strategy(config['stake_currency'],
-                                                config['max_open_trades'],
-                                                all_results=all_results)
+                                             config['max_open_trades'],
+                                             all_results=all_results)
         print(' STRATEGY SUMMARY '.center(len(table.splitlines()[0]), '='))
         print(table)
         print('=' * len(table.splitlines()[0]))

From fe50a0f3a13e0d0f92084314af081ce1230acaac Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 15 Mar 2020 15:36:53 +0100
Subject: [PATCH 0763/1106] Move test for store_bt_results to optimize_reports

---
 tests/optimize/test_backtesting.py      | 89 +++----------------------
 tests/optimize/test_optimize_reports.py | 76 ++++++++++++++++++++-
 2 files changed, 83 insertions(+), 82 deletions(-)

diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index da23a9af4..1c4d3b16a 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -331,8 +331,8 @@ def test_backtesting_start(default_conf, mocker, testdatadir, caplog) -> None:
 
     mocker.patch('freqtrade.data.history.get_timerange', get_timerange)
     patch_exchange(mocker)
-    mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', MagicMock())
-    mocker.patch('freqtrade.optimize.backtesting.generate_text_table', MagicMock(return_value=1))
+    mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest')
+    mocker.patch('freqtrade.optimize.backtesting.show_backtest_results')
 
     default_conf['exchange']['pair_whitelist'] = ['UNITTEST/BTC']
     default_conf['ticker_interval'] = '1m'
@@ -361,8 +361,8 @@ def test_backtesting_start_no_data(default_conf, mocker, caplog, testdatadir) ->
                  MagicMock(return_value=pd.DataFrame()))
     mocker.patch('freqtrade.data.history.get_timerange', get_timerange)
     patch_exchange(mocker)
-    mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', MagicMock())
-    mocker.patch('freqtrade.optimize.backtesting.generate_text_table', MagicMock(return_value=1))
+    mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest')
+    mocker.patch('freqtrade.optimize.backtesting.show_backtest_results')
 
     default_conf['exchange']['pair_whitelist'] = ['UNITTEST/BTC']
     default_conf['ticker_interval'] = "1m"
@@ -507,7 +507,6 @@ def test_backtest_only_sell(mocker, default_conf, testdatadir):
 
 def test_backtest_alternate_buy_sell(default_conf, fee, mocker, testdatadir):
     mocker.patch('freqtrade.exchange.Exchange.get_fee', fee)
-    mocker.patch('freqtrade.optimize.backtesting.file_dump_json', MagicMock())
     backtest_conf = _make_backtest_conf(mocker, conf=default_conf,
                                         pair='UNITTEST/BTC', datadir=testdatadir)
     default_conf['ticker_interval'] = '1m'
@@ -515,7 +514,6 @@ def test_backtest_alternate_buy_sell(default_conf, fee, mocker, testdatadir):
     backtesting.strategy.advise_buy = _trend_alternate  # Override
     backtesting.strategy.advise_sell = _trend_alternate  # Override
     results = backtesting.backtest(**backtest_conf)
-    backtesting._store_backtest_result("test_.json", results)
     # 200 candles in backtest data
     # won't buy on first (shifted by 1)
     # 100 buys signals
@@ -586,84 +584,12 @@ def test_backtest_multi_pair(default_conf, fee, mocker, tres, pair, testdatadir)
     assert len(evaluate_result_multi(results, '5m', 1)) == 0
 
 
-def test_backtest_record(default_conf, fee, mocker):
-    names = []
-    records = []
-    patch_exchange(mocker)
-    mocker.patch('freqtrade.exchange.Exchange.get_fee', fee)
-    mocker.patch(
-        'freqtrade.optimize.backtesting.file_dump_json',
-        new=lambda n, r: (names.append(n), records.append(r))
-    )
-
-    backtesting = Backtesting(default_conf)
-    results = pd.DataFrame({"pair": ["UNITTEST/BTC", "UNITTEST/BTC",
-                                     "UNITTEST/BTC", "UNITTEST/BTC"],
-                            "profit_percent": [0.003312, 0.010801, 0.013803, 0.002780],
-                            "profit_abs": [0.000003, 0.000011, 0.000014, 0.000003],
-                            "open_time": [Arrow(2017, 11, 14, 19, 32, 00).datetime,
-                                          Arrow(2017, 11, 14, 21, 36, 00).datetime,
-                                          Arrow(2017, 11, 14, 22, 12, 00).datetime,
-                                          Arrow(2017, 11, 14, 22, 44, 00).datetime],
-                            "close_time": [Arrow(2017, 11, 14, 21, 35, 00).datetime,
-                                           Arrow(2017, 11, 14, 22, 10, 00).datetime,
-                                           Arrow(2017, 11, 14, 22, 43, 00).datetime,
-                                           Arrow(2017, 11, 14, 22, 58, 00).datetime],
-                            "open_rate": [0.002543, 0.003003, 0.003089, 0.003214],
-                            "close_rate": [0.002546, 0.003014, 0.003103, 0.003217],
-                            "open_index": [1, 119, 153, 185],
-                            "close_index": [118, 151, 184, 199],
-                            "trade_duration": [123, 34, 31, 14],
-                            "open_at_end": [False, False, False, True],
-                            "sell_reason": [SellType.ROI, SellType.STOP_LOSS,
-                                            SellType.ROI, SellType.FORCE_SELL]
-                            })
-    backtesting._store_backtest_result("backtest-result.json", results)
-    assert len(results) == 4
-    # Assert file_dump_json was only called once
-    assert names == ['backtest-result.json']
-    records = records[0]
-    # Ensure records are of correct type
-    assert len(records) == 4
-
-    # reset test to test with strategy name
-    names = []
-    records = []
-    backtesting._store_backtest_result(Path("backtest-result.json"), results, "DefStrat")
-    assert len(results) == 4
-    # Assert file_dump_json was only called once
-    assert names == [Path('backtest-result-DefStrat.json')]
-    records = records[0]
-    # Ensure records are of correct type
-    assert len(records) == 4
-
-    # ('UNITTEST/BTC', 0.00331158, '1510684320', '1510691700', 0, 117)
-    # Below follows just a typecheck of the schema/type of trade-records
-    oix = None
-    for (pair, profit, date_buy, date_sell, buy_index, dur,
-         openr, closer, open_at_end, sell_reason) in records:
-        assert pair == 'UNITTEST/BTC'
-        assert isinstance(profit, float)
-        # FIX: buy/sell should be converted to ints
-        assert isinstance(date_buy, float)
-        assert isinstance(date_sell, float)
-        assert isinstance(openr, float)
-        assert isinstance(closer, float)
-        assert isinstance(open_at_end, bool)
-        assert isinstance(sell_reason, str)
-        isinstance(buy_index, pd._libs.tslib.Timestamp)
-        if oix:
-            assert buy_index > oix
-        oix = buy_index
-        assert dur > 0
-
-
 def test_backtest_start_timerange(default_conf, mocker, caplog, testdatadir):
     default_conf['exchange']['pair_whitelist'] = ['UNITTEST/BTC']
 
     patch_exchange(mocker)
     mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', MagicMock())
-    mocker.patch('freqtrade.optimize.backtesting.generate_text_table', MagicMock())
+    mocker.patch('freqtrade.optimize.backtesting.show_backtest_results', MagicMock())
 
     patched_configuration_load_config_file(mocker, default_conf)
 
@@ -705,9 +631,10 @@ def test_backtest_start_multi_strat(default_conf, mocker, caplog, testdatadir):
     backtestmock = MagicMock()
     mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', backtestmock)
     gen_table_mock = MagicMock()
-    mocker.patch('freqtrade.optimize.backtesting.generate_text_table', gen_table_mock)
+    mocker.patch('freqtrade.optimize.optimize_reports.generate_text_table', gen_table_mock)
     gen_strattable_mock = MagicMock()
-    mocker.patch('freqtrade.optimize.backtesting.generate_text_table_strategy', gen_strattable_mock)
+    mocker.patch('freqtrade.optimize.optimize_reports.generate_text_table_strategy',
+                 gen_strattable_mock)
     patched_configuration_load_config_file(mocker, default_conf)
 
     args = [
diff --git a/tests/optimize/test_optimize_reports.py b/tests/optimize/test_optimize_reports.py
index 5e68a5ef8..36c9a93b3 100644
--- a/tests/optimize/test_optimize_reports.py
+++ b/tests/optimize/test_optimize_reports.py
@@ -1,10 +1,14 @@
+from pathlib import Path
+
 import pandas as pd
+from arrow import Arrow
 
 from freqtrade.edge import PairInfo
 from freqtrade.optimize.optimize_reports import (
     generate_edge_table, generate_text_table, generate_text_table_sell_reason,
-    generate_text_table_strategy)
+    generate_text_table_strategy, store_backtest_result)
 from freqtrade.strategy.interface import SellType
+from tests.conftest import patch_exchange
 
 
 def test_generate_text_table(default_conf, mocker):
@@ -113,3 +117,73 @@ def test_generate_edge_table(edge_conf, mocker):
     assert generate_edge_table(results).count('| ETH/BTC |') == 1
     assert generate_edge_table(results).count(
         '|   Risk Reward Ratio |   Required Risk Reward |   Expectancy |') == 1
+
+
+def test_backtest_record(default_conf, fee, mocker):
+    names = []
+    records = []
+    patch_exchange(mocker)
+    mocker.patch('freqtrade.exchange.Exchange.get_fee', fee)
+    mocker.patch(
+        'freqtrade.optimize.optimize_reports.file_dump_json',
+        new=lambda n, r: (names.append(n), records.append(r))
+    )
+
+    results = {'DefStrat': pd.DataFrame({"pair": ["UNITTEST/BTC", "UNITTEST/BTC",
+                                               "UNITTEST/BTC", "UNITTEST/BTC"],
+                                      "profit_percent": [0.003312, 0.010801, 0.013803, 0.002780],
+                                      "profit_abs": [0.000003, 0.000011, 0.000014, 0.000003],
+                                      "open_time": [Arrow(2017, 11, 14, 19, 32, 00).datetime,
+                                                    Arrow(2017, 11, 14, 21, 36, 00).datetime,
+                                                    Arrow(2017, 11, 14, 22, 12, 00).datetime,
+                                                    Arrow(2017, 11, 14, 22, 44, 00).datetime],
+                                      "close_time": [Arrow(2017, 11, 14, 21, 35, 00).datetime,
+                                                     Arrow(2017, 11, 14, 22, 10, 00).datetime,
+                                                     Arrow(2017, 11, 14, 22, 43, 00).datetime,
+                                                     Arrow(2017, 11, 14, 22, 58, 00).datetime],
+                                      "open_rate": [0.002543, 0.003003, 0.003089, 0.003214],
+                                      "close_rate": [0.002546, 0.003014, 0.003103, 0.003217],
+                                      "open_index": [1, 119, 153, 185],
+                                      "close_index": [118, 151, 184, 199],
+                                      "trade_duration": [123, 34, 31, 14],
+                                      "open_at_end": [False, False, False, True],
+                                      "sell_reason": [SellType.ROI, SellType.STOP_LOSS,
+                                                      SellType.ROI, SellType.FORCE_SELL]
+                                      })}
+    store_backtest_result(Path("backtest-result.json"), results)
+    # Assert file_dump_json was only called once
+    assert names == [Path('backtest-result.json')]
+    records = records[0]
+    # Ensure records are of correct type
+    assert len(records) == 4
+
+    # reset test to test with strategy name
+    names = []
+    records = []
+    results['Strat'] = pd.DataFrame()
+    store_backtest_result(Path("backtest-result.json"), results)
+    # Assert file_dump_json was only called once
+    assert names == [Path('backtest-result-DefStrat.json')]
+    records = records[0]
+    # Ensure records are of correct type
+    assert len(records) == 4
+
+    # ('UNITTEST/BTC', 0.00331158, '1510684320', '1510691700', 0, 117)
+    # Below follows just a typecheck of the schema/type of trade-records
+    oix = None
+    for (pair, profit, date_buy, date_sell, buy_index, dur,
+         openr, closer, open_at_end, sell_reason) in records:
+        assert pair == 'UNITTEST/BTC'
+        assert isinstance(profit, float)
+        # FIX: buy/sell should be converted to ints
+        assert isinstance(date_buy, float)
+        assert isinstance(date_sell, float)
+        assert isinstance(openr, float)
+        assert isinstance(closer, float)
+        assert isinstance(open_at_end, bool)
+        assert isinstance(sell_reason, str)
+        isinstance(buy_index, pd._libs.tslib.Timestamp)
+        if oix:
+            assert buy_index > oix
+        oix = buy_index
+        assert dur > 0

From e1b08ad76caf8482ee712d782bad482c643b0307 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 15 Mar 2020 15:38:26 +0100
Subject: [PATCH 0764/1106] Add docstring to store_backtest_result

---
 freqtrade/optimize/optimize_reports.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/freqtrade/optimize/optimize_reports.py b/freqtrade/optimize/optimize_reports.py
index 701432071..abfbaf1d8 100644
--- a/freqtrade/optimize/optimize_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -12,7 +12,11 @@ logger = logging.getLogger(__name__)
 
 
 def store_backtest_result(recordfilename: Path, all_results: Dict[str, DataFrame]) -> None:
-
+    """
+    Stores backtest results to file (one file per strategy)
+    :param recordfilename: Destination filename
+    :param all_results: Dict of Dataframes, one results dataframe per strategy
+    """
     for strategy, results in all_results.items():
         records = [(t.pair, t.profit_percent, t.open_time.timestamp(),
                     t.close_time.timestamp(), t.open_index - 1, t.trade_duration,

From 3d4664c2a6da70027189d73a04b75bdd1821f79e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 15 Mar 2020 15:40:12 +0100
Subject: [PATCH 0765/1106] Remove unnecessary import

---
 freqtrade/optimize/optimize_reports.py  |  2 +-
 tests/optimize/test_optimize_reports.py | 40 ++++++++++++-------------
 2 files changed, 21 insertions(+), 21 deletions(-)

diff --git a/freqtrade/optimize/optimize_reports.py b/freqtrade/optimize/optimize_reports.py
index abfbaf1d8..251da9159 100644
--- a/freqtrade/optimize/optimize_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -1,7 +1,7 @@
 import logging
 from datetime import timedelta
 from pathlib import Path
-from typing import Dict, Optional
+from typing import Dict
 
 from pandas import DataFrame
 from tabulate import tabulate
diff --git a/tests/optimize/test_optimize_reports.py b/tests/optimize/test_optimize_reports.py
index 36c9a93b3..f19668459 100644
--- a/tests/optimize/test_optimize_reports.py
+++ b/tests/optimize/test_optimize_reports.py
@@ -130,26 +130,26 @@ def test_backtest_record(default_conf, fee, mocker):
     )
 
     results = {'DefStrat': pd.DataFrame({"pair": ["UNITTEST/BTC", "UNITTEST/BTC",
-                                               "UNITTEST/BTC", "UNITTEST/BTC"],
-                                      "profit_percent": [0.003312, 0.010801, 0.013803, 0.002780],
-                                      "profit_abs": [0.000003, 0.000011, 0.000014, 0.000003],
-                                      "open_time": [Arrow(2017, 11, 14, 19, 32, 00).datetime,
-                                                    Arrow(2017, 11, 14, 21, 36, 00).datetime,
-                                                    Arrow(2017, 11, 14, 22, 12, 00).datetime,
-                                                    Arrow(2017, 11, 14, 22, 44, 00).datetime],
-                                      "close_time": [Arrow(2017, 11, 14, 21, 35, 00).datetime,
-                                                     Arrow(2017, 11, 14, 22, 10, 00).datetime,
-                                                     Arrow(2017, 11, 14, 22, 43, 00).datetime,
-                                                     Arrow(2017, 11, 14, 22, 58, 00).datetime],
-                                      "open_rate": [0.002543, 0.003003, 0.003089, 0.003214],
-                                      "close_rate": [0.002546, 0.003014, 0.003103, 0.003217],
-                                      "open_index": [1, 119, 153, 185],
-                                      "close_index": [118, 151, 184, 199],
-                                      "trade_duration": [123, 34, 31, 14],
-                                      "open_at_end": [False, False, False, True],
-                                      "sell_reason": [SellType.ROI, SellType.STOP_LOSS,
-                                                      SellType.ROI, SellType.FORCE_SELL]
-                                      })}
+                                                  "UNITTEST/BTC", "UNITTEST/BTC"],
+                                         "profit_percent": [0.003312, 0.010801, 0.013803, 0.002780],
+                                         "profit_abs": [0.000003, 0.000011, 0.000014, 0.000003],
+                                         "open_time": [Arrow(2017, 11, 14, 19, 32, 00).datetime,
+                                                       Arrow(2017, 11, 14, 21, 36, 00).datetime,
+                                                       Arrow(2017, 11, 14, 22, 12, 00).datetime,
+                                                       Arrow(2017, 11, 14, 22, 44, 00).datetime],
+                                         "close_time": [Arrow(2017, 11, 14, 21, 35, 00).datetime,
+                                                        Arrow(2017, 11, 14, 22, 10, 00).datetime,
+                                                        Arrow(2017, 11, 14, 22, 43, 00).datetime,
+                                                        Arrow(2017, 11, 14, 22, 58, 00).datetime],
+                                         "open_rate": [0.002543, 0.003003, 0.003089, 0.003214],
+                                         "close_rate": [0.002546, 0.003014, 0.003103, 0.003217],
+                                         "open_index": [1, 119, 153, 185],
+                                         "close_index": [118, 151, 184, 199],
+                                         "trade_duration": [123, 34, 31, 14],
+                                         "open_at_end": [False, False, False, True],
+                                         "sell_reason": [SellType.ROI, SellType.STOP_LOSS,
+                                                         SellType.ROI, SellType.FORCE_SELL]
+                                         })}
     store_backtest_result(Path("backtest-result.json"), results)
     # Assert file_dump_json was only called once
     assert names == [Path('backtest-result.json')]

From 8c33e07dc660853eee0eee0d10109063f52d11cf Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sun, 15 Mar 2020 21:20:32 +0100
Subject: [PATCH 0766/1106] Update based on comments

---
 docs/plotting.md                  |  2 +-
 freqtrade/commands/arguments.py   |  2 +-
 freqtrade/commands/cli_options.py |  6 +++---
 freqtrade/data/btanalysis.py      |  6 +++---
 freqtrade/plot/plotting.py        | 13 ++++++-------
 tests/data/test_btanalysis.py     |  6 +++---
 6 files changed, 17 insertions(+), 18 deletions(-)

diff --git a/docs/plotting.md b/docs/plotting.md
index ef28f0fe3..56906ebec 100644
--- a/docs/plotting.md
+++ b/docs/plotting.md
@@ -68,7 +68,7 @@ optional arguments:
   -i TICKER_INTERVAL, --ticker-interval TICKER_INTERVAL
                         Specify ticker interval (`1m`, `5m`, `30m`, `1h`,
                         `1d`).
-  --skip-trades         Skip using trades file from backtesting and DB.
+  --no-trades           Skip using trades from backtesting file and DB.
 
 Common arguments:
   -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 66fa0b038..8c64c5857 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -59,7 +59,7 @@ ARGS_DOWNLOAD_DATA = ["pairs", "pairs_file", "days", "download_trades", "exchang
 
 ARGS_PLOT_DATAFRAME = ["pairs", "indicators1", "indicators2", "plot_limit",
                        "db_url", "trade_source", "export", "exportfilename",
-                       "timerange", "ticker_interval", "skip_trades"]
+                       "timerange", "ticker_interval", "no_trades"]
 
 ARGS_PLOT_PROFIT = ["pairs", "timerange", "export", "exportfilename", "db_url",
                     "trade_source", "ticker_interval"]
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 187e0a424..5cf1b7fce 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -413,9 +413,9 @@ AVAILABLE_CLI_OPTIONS = {
         metavar='INT',
         default=750,
     ),
-    "skip_trades": Arg(
-        '--skip-trades',
-        help='Skip using trades file from backtesting and DB.',
+    "no_trades": Arg(
+        '--no-trades',
+        help='Skip using trades from backtesting file and DB.',
         action='store_true',
     ),
     "trade_source": Arg(
diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 8670f30c6..17b243f56 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -129,7 +129,7 @@ def load_trades_from_db(db_url: str) -> pd.DataFrame:
     return trades
 
 
-def load_trades(source: str, db_url: str, exportfilename: Path, skip_trades: bool) -> pd.DataFrame:
+def load_trades(source: str, db_url: str, exportfilename: Path, no_trades: bool) -> pd.DataFrame:
     """
     Based on configuration option "trade_source":
     * loads data from DB (using `db_url`)
@@ -137,10 +137,10 @@ def load_trades(source: str, db_url: str, exportfilename: Path, skip_trades: boo
     :param source: "DB" or "file" - specify source to load from
     :param db_url: sqlalchemy formatted url to a database
     :param exportfilename: Json file generated by backtesting
-    :param skip_trades: Skip using trades, only return backtesting data columns
+    :param no_trades: Skip using trades, only return backtesting data columns
     :return: DataFrame containing trades
     """
-    if skip_trades:
+    if no_trades:
         df = pd.DataFrame(columns=BT_DATA_COLUMNS)
         return df
 
diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index 8da61597f..fc8f25612 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -3,7 +3,6 @@ from pathlib import Path
 from typing import Any, Dict, List
 
 import pandas as pd
-from os.path import isfile
 
 from freqtrade.configuration import TimeRange
 from freqtrade.data.btanalysis import (calculate_max_drawdown,
@@ -49,18 +48,18 @@ def init_plotscript(config):
         data_format=config.get('dataformat_ohlcv', 'json'),
     )
 
-    skip_trades = False
-    if not isfile(config.get('exportfilename')) and config['trade_source'] == 'file':
+    no_trades = False
+    if config.get('no_trades', False):
+        no_trades = True
+    elif not config['exportfilename'].is_file() and config['trade_source'] == 'file':
         logger.warning("Backtest file is missing skipping trades.")
-        skip_trades = True
-    elif config.get('skip_trades', False):
-        skip_trades = True
+        no_trades = True
 
     trades = load_trades(
         config['trade_source'],
         db_url=config.get('db_url'),
         exportfilename=config.get('exportfilename'),
-        skip_trades=skip_trades
+        no_trades=no_trades
     )
     trades = trim_dataframe(trades, timerange, 'open_time')
 
diff --git a/tests/data/test_btanalysis.py b/tests/data/test_btanalysis.py
index 8561f2b84..4b47faeee 100644
--- a/tests/data/test_btanalysis.py
+++ b/tests/data/test_btanalysis.py
@@ -105,7 +105,7 @@ def test_load_trades(default_conf, mocker):
     load_trades("DB",
                 db_url=default_conf.get('db_url'),
                 exportfilename=default_conf.get('exportfilename'),
-                skip_trades=False
+                no_trades=False
                 )
 
     assert db_mock.call_count == 1
@@ -117,7 +117,7 @@ def test_load_trades(default_conf, mocker):
     load_trades("file",
                 db_url=default_conf.get('db_url'),
                 exportfilename=default_conf.get('exportfilename'),
-                skip_trades=False
+                no_trades=False
                 )
 
     assert db_mock.call_count == 0
@@ -129,7 +129,7 @@ def test_load_trades(default_conf, mocker):
     load_trades("file",
                 db_url=default_conf.get('db_url'),
                 exportfilename=default_conf.get('exportfilename'),
-                skip_trades=True
+                no_trades=True
                 )
 
     assert db_mock.call_count == 0

From 06198c00283eeaef44f0dda391a3cc769acce6ae Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sun, 15 Mar 2020 21:27:45 +0100
Subject: [PATCH 0767/1106] Missed configuration.py

---
 freqtrade/configuration/configuration.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index ce2101441..e5515670d 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -359,6 +359,9 @@ class Configuration:
         self._args_to_config(config, argname='erase',
                              logstring='Erase detected. Deleting existing data.')
 
+        self._args_to_config(config, argname='no_trades',
+                             logstring='Parameter --no-trades detected.')
+
         self._args_to_config(config, argname='timeframes',
                              logstring='timeframes --timeframes: {}')
 

From e8a92cb3136971bbcd96257e4dc036e7b701da26 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 16 Mar 2020 08:17:21 +0000
Subject: [PATCH 0768/1106] Bump pandas from 1.0.1 to 1.0.2

Bumps [pandas](https://github.com/pandas-dev/pandas) from 1.0.1 to 1.0.2.
- [Release notes](https://github.com/pandas-dev/pandas/releases)
- [Changelog](https://github.com/pandas-dev/pandas/blob/master/RELEASE.md)
- [Commits](https://github.com/pandas-dev/pandas/compare/v1.0.1...v1.0.2)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index 68024f587..12d7336aa 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,4 +2,4 @@
 -r requirements-common.txt
 
 numpy==1.18.1
-pandas==1.0.1
+pandas==1.0.2

From 0b341757525c23f1242e7e9b189d97b76f5b54b2 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 16 Mar 2020 08:17:53 +0000
Subject: [PATCH 0769/1106] Bump ccxt from 1.23.81 to 1.24.31

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.23.81 to 1.24.31.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/doc/exchanges-by-country.rst)
- [Commits](https://github.com/ccxt/ccxt/compare/1.23.81...1.24.31)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 784eef93c..f3f7d8a07 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.23.81
+ccxt==1.24.31
 SQLAlchemy==1.3.13
 python-telegram-bot==12.4.2
 arrow==0.15.5

From 8cfff40fcfb2ba7145c12b165f75e34debcedae6 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 16 Mar 2020 08:18:07 +0000
Subject: [PATCH 0770/1106] Bump plotly from 4.5.3 to 4.5.4

Bumps [plotly](https://github.com/plotly/plotly.py) from 4.5.3 to 4.5.4.
- [Release notes](https://github.com/plotly/plotly.py/releases)
- [Changelog](https://github.com/plotly/plotly.py/blob/master/CHANGELOG.md)
- [Commits](https://github.com/plotly/plotly.py/compare/v4.5.3...v4.5.4)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-plot.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-plot.txt b/requirements-plot.txt
index 381334a66..7a5b21e2d 100644
--- a/requirements-plot.txt
+++ b/requirements-plot.txt
@@ -1,5 +1,5 @@
 # Include all requirements to run the bot.
 -r requirements.txt
 
-plotly==4.5.3
+plotly==4.5.4
 

From 3eee0c43a727fe91bad3481e1dab0551793afa4e Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 16 Mar 2020 08:18:33 +0000
Subject: [PATCH 0771/1106] Bump pytest from 5.3.5 to 5.4.1

Bumps [pytest](https://github.com/pytest-dev/pytest) from 5.3.5 to 5.4.1.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/5.3.5...5.4.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index 1e58ae6e0..f2801c15b 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -8,7 +8,7 @@ flake8==3.7.9
 flake8-type-annotations==0.1.0
 flake8-tidy-imports==4.0.0
 mypy==0.761
-pytest==5.3.5
+pytest==5.4.1
 pytest-asyncio==0.10.0
 pytest-cov==2.8.1
 pytest-mock==2.0.0

From 7a7530d57d4ef7d39ff715ccee7cf9ddf2a820a0 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 16 Mar 2020 08:53:20 +0000
Subject: [PATCH 0772/1106] Bump sqlalchemy from 1.3.13 to 1.3.15

Bumps [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) from 1.3.13 to 1.3.15.
- [Release notes](https://github.com/sqlalchemy/sqlalchemy/releases)
- [Changelog](https://github.com/sqlalchemy/sqlalchemy/blob/master/CHANGES)
- [Commits](https://github.com/sqlalchemy/sqlalchemy/commits)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index f3f7d8a07..7c2ad4283 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,7 +1,7 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
 ccxt==1.24.31
-SQLAlchemy==1.3.13
+SQLAlchemy==1.3.15
 python-telegram-bot==12.4.2
 arrow==0.15.5
 cachetools==4.0.0

From 62d449251cc8a02182a46015bc2a36e71d549c85 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 16 Mar 2020 08:54:12 +0000
Subject: [PATCH 0773/1106] Bump mypy from 0.761 to 0.770

Bumps [mypy](https://github.com/python/mypy) from 0.761 to 0.770.
- [Release notes](https://github.com/python/mypy/releases)
- [Commits](https://github.com/python/mypy/compare/v0.761...v0.770)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index f2801c15b..a4d83eb4f 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -7,7 +7,7 @@ coveralls==1.11.1
 flake8==3.7.9
 flake8-type-annotations==0.1.0
 flake8-tidy-imports==4.0.0
-mypy==0.761
+mypy==0.770
 pytest==5.4.1
 pytest-asyncio==0.10.0
 pytest-cov==2.8.1

From 4f46fb9bf5cb0ae22e3b365e552f62da712bd99f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 17 Mar 2020 19:33:18 +0100
Subject: [PATCH 0774/1106] Add template and jupyter files to release

---
 MANIFEST.in | 1 +
 1 file changed, 1 insertion(+)

diff --git a/MANIFEST.in b/MANIFEST.in
index 7529152a0..c67f5258f 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -2,3 +2,4 @@ include LICENSE
 include README.md
 include config.json.example
 recursive-include freqtrade *.py
+recursive-include freqtrade/templates/ *.j2 *.ipynb

From 05250ba6611278b794677780a2e00febdb14f476 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Wed, 18 Mar 2020 11:00:33 +0100
Subject: [PATCH 0775/1106] Update docs/plotting.md

Co-Authored-By: Matthias <xmatthias@outlook.com>
---
 docs/plotting.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/plotting.md b/docs/plotting.md
index 56906ebec..be83065a6 100644
--- a/docs/plotting.md
+++ b/docs/plotting.md
@@ -32,7 +32,7 @@ usage: freqtrade plot-dataframe [-h] [-v] [--logfile FILE] [-V] [-c PATH]
                                 [--trade-source {DB,file}] [--export EXPORT]
                                 [--export-filename PATH]
                                 [--timerange TIMERANGE] [-i TICKER_INTERVAL]
-                                [--skip-trades]
+                                [--no-trades]
 
 optional arguments:
   -h, --help            show this help message and exit

From 0920d6fce4d35ebd3f99ed321131764fde628206 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Wed, 18 Mar 2020 11:01:09 +0100
Subject: [PATCH 0776/1106] Update freqtrade/data/btanalysis.py

Co-Authored-By: Matthias <xmatthias@outlook.com>
---
 freqtrade/data/btanalysis.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 17b243f56..898072748 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -129,7 +129,7 @@ def load_trades_from_db(db_url: str) -> pd.DataFrame:
     return trades
 
 
-def load_trades(source: str, db_url: str, exportfilename: Path, no_trades: bool) -> pd.DataFrame:
+def load_trades(source: str, db_url: str, exportfilename: Path, no_trades: bool = False) -> pd.DataFrame:
     """
     Based on configuration option "trade_source":
     * loads data from DB (using `db_url`)

From 3e1bef888ab1344f8763e130cdef835b0b030d6b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 18 Mar 2020 11:42:42 +0100
Subject: [PATCH 0777/1106] Fix flake8 error

---
 freqtrade/data/btanalysis.py  | 3 ++-
 tests/data/test_btanalysis.py | 1 -
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 898072748..23a9f720c 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -129,7 +129,8 @@ def load_trades_from_db(db_url: str) -> pd.DataFrame:
     return trades
 
 
-def load_trades(source: str, db_url: str, exportfilename: Path, no_trades: bool = False) -> pd.DataFrame:
+def load_trades(source: str, db_url: str, exportfilename: Path,
+                no_trades: bool = False) -> pd.DataFrame:
     """
     Based on configuration option "trade_source":
     * loads data from DB (using `db_url`)
diff --git a/tests/data/test_btanalysis.py b/tests/data/test_btanalysis.py
index 4b47faeee..463e5ae36 100644
--- a/tests/data/test_btanalysis.py
+++ b/tests/data/test_btanalysis.py
@@ -117,7 +117,6 @@ def test_load_trades(default_conf, mocker):
     load_trades("file",
                 db_url=default_conf.get('db_url'),
                 exportfilename=default_conf.get('exportfilename'),
-                no_trades=False
                 )
 
     assert db_mock.call_count == 0

From ecf3a3e07076e3101e804e5216ec38ff236a1686 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 19 Mar 2020 19:42:51 +0100
Subject: [PATCH 0778/1106] Add test validating different return values

---
 tests/test_freqtradebot.py | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 9f6e5ef0c..e37270bd3 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2228,10 +2228,16 @@ def test_handle_timedout_limit_buy(mocker, default_conf, limit_buy_order) -> Non
     assert cancel_order_mock.call_count == 1
 
 
-def test_handle_timedout_limit_buy_corder_empty(mocker, default_conf, limit_buy_order) -> None:
+@pytest.mark.parametrize('cancelorder', [
+    {},
+    'String Return value',
+    123
+])
+def test_handle_timedout_limit_buy_corder_empty(mocker, default_conf, limit_buy_order,
+                                                cancelorder) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
-    cancel_order_mock = MagicMock(return_value={})
+    cancel_order_mock = MagicMock(return_value=cancelorder)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         cancel_order=cancel_order_mock

From 5e702f6891c76a066aae85833026780cc01ebee5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 19 Mar 2020 19:43:19 +0100
Subject: [PATCH 0779/1106] Verify cancel_order returnvalue is a dictionary

---
 freqtrade/freqtradebot.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 9897b39b4..bc3078a5c 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -891,6 +891,9 @@ class FreqtradeBot:
         if order['status'] != 'canceled':
             reason = "cancelled due to timeout"
             corder = self.exchange.cancel_order(trade.open_order_id, trade.pair)
+            # Some exchanges don't return a dict here.
+            if not isinstance(corder, dict):
+                corder = {}
             logger.info('Buy order %s for %s.', reason, trade)
         else:
             # Order was cancelled already, so we can reuse the existing dict

From 5f9479b39fe4c31ac0171501c28186ef0b1065b9 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 20 Mar 2020 02:10:44 +0300
Subject: [PATCH 0780/1106] Edge import cosmetics

---
 freqtrade/edge/edge_positioning.py | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/freqtrade/edge/edge_positioning.py b/freqtrade/edge/edge_positioning.py
index d196ab4b3..5305e23cf 100644
--- a/freqtrade/edge/edge_positioning.py
+++ b/freqtrade/edge/edge_positioning.py
@@ -8,10 +8,10 @@ import numpy as np
 import utils_find_1st as utf1st
 from pandas import DataFrame
 
-from freqtrade import constants
 from freqtrade.configuration import TimeRange
-from freqtrade.data import history
+from freqtrade.constants import UNLIMITED_STAKE_AMOUNT
 from freqtrade.exceptions import OperationalException
+from freqtrade.data.history import get_timerange, load_data, refresh_data
 from freqtrade.strategy.interface import SellType
 
 logger = logging.getLogger(__name__)
@@ -54,7 +54,7 @@ class Edge:
         if self.config['max_open_trades'] != float('inf'):
             logger.critical('max_open_trades should be -1 in config !')
 
-        if self.config['stake_amount'] != constants.UNLIMITED_STAKE_AMOUNT:
+        if self.config['stake_amount'] != UNLIMITED_STAKE_AMOUNT:
             raise OperationalException('Edge works only with unlimited stake amount')
 
         # Deprecated capital_available_percentage. Will use tradable_balance_ratio in the future.
@@ -96,7 +96,7 @@ class Edge:
         logger.info('Using local backtesting data (using whitelist in given config) ...')
 
         if self._refresh_pairs:
-            history.refresh_data(
+            refresh_data(
                 datadir=self.config['datadir'],
                 pairs=pairs,
                 exchange=self.exchange,
@@ -104,7 +104,7 @@ class Edge:
                 timerange=self._timerange,
             )
 
-        data = history.load_data(
+        data = load_data(
             datadir=self.config['datadir'],
             pairs=pairs,
             timeframe=self.strategy.ticker_interval,
@@ -122,7 +122,7 @@ class Edge:
         preprocessed = self.strategy.ohlcvdata_to_dataframe(data)
 
         # Print timeframe
-        min_date, max_date = history.get_timerange(preprocessed)
+        min_date, max_date = get_timerange(preprocessed)
         logger.info(
             'Measuring data from %s up to %s (%s days) ...',
             min_date.isoformat(),

From 3e0ffdce75aa6795caa830bfeb4c614a1750c207 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 20 Mar 2020 04:21:17 +0300
Subject: [PATCH 0781/1106] Adjust tests

---
 tests/edge/test_edge.py | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/tests/edge/test_edge.py b/tests/edge/test_edge.py
index 3bebeee65..2304c53c2 100644
--- a/tests/edge/test_edge.py
+++ b/tests/edge/test_edge.py
@@ -292,8 +292,8 @@ def mocked_load_data(datadir, pairs=[], timeframe='0m',
 def test_edge_process_downloaded_data(mocker, edge_conf):
     freqtrade = get_patched_freqtradebot(mocker, edge_conf)
     mocker.patch('freqtrade.exchange.Exchange.get_fee', MagicMock(return_value=0.001))
-    mocker.patch('freqtrade.data.history.refresh_data', MagicMock())
-    mocker.patch('freqtrade.data.history.load_data', mocked_load_data)
+    mocker.patch('freqtrade.edge.edge_positioning.refresh_data', MagicMock())
+    mocker.patch('freqtrade.edge.edge_positioning.load_data', mocked_load_data)
     edge = Edge(edge_conf, freqtrade.exchange, freqtrade.strategy)
 
     assert edge.calculate()
@@ -304,8 +304,8 @@ def test_edge_process_downloaded_data(mocker, edge_conf):
 def test_edge_process_no_data(mocker, edge_conf, caplog):
     freqtrade = get_patched_freqtradebot(mocker, edge_conf)
     mocker.patch('freqtrade.exchange.Exchange.get_fee', MagicMock(return_value=0.001))
-    mocker.patch('freqtrade.data.history.refresh_data', MagicMock())
-    mocker.patch('freqtrade.data.history.load_data', MagicMock(return_value={}))
+    mocker.patch('freqtrade.edge.edge_positioning.refresh_data', MagicMock())
+    mocker.patch('freqtrade.edge.edge_positioning.load_data', MagicMock(return_value={}))
     edge = Edge(edge_conf, freqtrade.exchange, freqtrade.strategy)
 
     assert not edge.calculate()
@@ -317,8 +317,8 @@ def test_edge_process_no_data(mocker, edge_conf, caplog):
 def test_edge_process_no_trades(mocker, edge_conf, caplog):
     freqtrade = get_patched_freqtradebot(mocker, edge_conf)
     mocker.patch('freqtrade.exchange.Exchange.get_fee', MagicMock(return_value=0.001))
-    mocker.patch('freqtrade.data.history.refresh_data', MagicMock())
-    mocker.patch('freqtrade.data.history.load_data', mocked_load_data)
+    mocker.patch('freqtrade.edge.edge_positioning.refresh_data', MagicMock())
+    mocker.patch('freqtrade.edge.edge_positioning.load_data', mocked_load_data)
     # Return empty
     mocker.patch('freqtrade.edge.Edge._find_trades_for_stoploss_range', MagicMock(return_value=[]))
     edge = Edge(edge_conf, freqtrade.exchange, freqtrade.strategy)

From 942792f1233f35eba31d51d96ecbc92163376af1 Mon Sep 17 00:00:00 2001
From: Yazeed Al Oyoun <yazeed.aloyoun@gmail.com>
Date: Fri, 20 Mar 2020 05:48:53 +0100
Subject: [PATCH 0782/1106] updated as suggested

---
 freqtrade/freqtradebot.py | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index e5ae9043a..378252c29 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -394,21 +394,23 @@ class FreqtradeBot:
             logger.info(f"Pair {pair} is currently locked.")
             return False
 
+        # get_free_open_trades is checked before create_trade is called
+        # but it is still used here to prevent opening too many trades within one iteration
         if not self.get_free_open_trades():
             logger.debug(f"Can't open a new trade for {pair}: max number of trades is reached.")
             return False
 
-        stake_amount = self.get_trade_stake_amount(pair)
-        if not stake_amount:
-            logger.debug(f"Stake amount is 0, ignoring possible trade for {pair}.")
-            return False
-
         # running get_signal on historical data fetched
         (buy, sell) = self.strategy.get_signal(
             pair, self.strategy.ticker_interval,
             self.dataprovider.ohlcv(pair, self.strategy.ticker_interval))
 
         if buy and not sell:
+            stake_amount = self.get_trade_stake_amount(pair)
+            if not stake_amount:
+                logger.debug(f"Stake amount is 0, ignoring possible trade for {pair}.")
+                return False
+
             logger.info(f"Buy signal found: about create a new trade with stake_amount: "
                         f"{stake_amount} ...")
 

From e30faf8c8c371de43b0e1c35b5eae89489e01ab9 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 21 Mar 2020 20:04:05 +0100
Subject: [PATCH 0783/1106] Remove partial candle documentation

It wasn't working 100% correctly - see #2993
---
 docs/exchanges.md | 16 +++-------------
 1 file changed, 3 insertions(+), 13 deletions(-)

diff --git a/docs/exchanges.md b/docs/exchanges.md
index 66a0e96da..c600077ce 100644
--- a/docs/exchanges.md
+++ b/docs/exchanges.md
@@ -74,23 +74,13 @@ Should you experience constant errors with Nonce (like `InvalidNonce`), it is be
 $ pip3 install web3
 ```
 
-### Send incomplete candles to the strategy
+### Getting latest price / Incomplete candles
 
 Most exchanges return current incomplete candle via their OHLCV/klines API interface.
 By default, Freqtrade assumes that incomplete candle is fetched from the exchange and removes the last candle assuming it's the incomplete candle.
 
 Whether your exchange returns incomplete candles or not can be checked using [the helper script](developer.md#Incomplete-candles) from the Contributor documentation.
 
-If the exchange does return incomplete candles and you would like to have incomplete candles in your strategy, you can set the following parameter in the configuration file.
+Due to the danger of repainting, Freqtrade does not allow you to use this incomplete candle.
 
-``` json
-{
-
-    "exchange": {
-        "_ft_has_params": {"ohlcv_partial_candle": false}
-    }
-}
-```
-
-!!! Warning "Danger of repainting"
-    Changing this parameter makes the strategy responsible to avoid repainting and handle this accordingly. Doing this is therefore not recommended, and should only be performed by experienced users who are fully aware of the impact this setting has.
+However, usually, this requirement is based on the need for the latest price - which can be aquired using the [data provider](strategy-customization.md#possible-options-for-dataprovider) from within the strategy.

From 2c434e9b116fdfb71c2da4f57db4e25683ce7d39 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Mar 2020 11:16:09 +0100
Subject: [PATCH 0784/1106] Add close_proit_abs column

---
 freqtrade/freqtradebot.py |  1 +
 freqtrade/persistence.py  | 11 ++++++++---
 tests/test_persistence.py | 20 ++++++++++++++++++++
 3 files changed, 29 insertions(+), 3 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index db632693a..570f8bea8 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -954,6 +954,7 @@ class FreqtradeBot:
 
             trade.close_rate = None
             trade.close_profit = None
+            trade.close_profit_abs = None
             trade.close_date = None
             trade.is_open = True
             trade.open_order_id = None
diff --git a/freqtrade/persistence.py b/freqtrade/persistence.py
index ac084d12e..0d668596c 100644
--- a/freqtrade/persistence.py
+++ b/freqtrade/persistence.py
@@ -86,7 +86,7 @@ def check_migrate(engine) -> None:
         logger.debug(f'trying {table_back_name}')
 
     # Check for latest column
-    if not has_column(cols, 'open_trade_price'):
+    if not has_column(cols, 'close_profit_abs'):
         logger.info(f'Running database migration - backup available as {table_back_name}')
 
         fee_open = get_column_def(cols, 'fee_open', 'fee')
@@ -106,6 +106,9 @@ def check_migrate(engine) -> None:
         ticker_interval = get_column_def(cols, 'ticker_interval', 'null')
         open_trade_price = get_column_def(cols, 'open_trade_price',
                                           f'amount * open_rate * (1 + {fee_open})')
+        close_profit_abs = get_column_def(
+            cols, 'close_profit_abs',
+            f"(amount * close_rate * (1 - {fee_close})) - {open_trade_price}")
 
         # Schema migration necessary
         engine.execute(f"alter table trades rename to {table_back_name}")
@@ -123,7 +126,7 @@ def check_migrate(engine) -> None:
                 stop_loss, stop_loss_pct, initial_stop_loss, initial_stop_loss_pct,
                 stoploss_order_id, stoploss_last_update,
                 max_rate, min_rate, sell_reason, strategy,
-                ticker_interval, open_trade_price
+                ticker_interval, open_trade_price, close_profit_abs
                 )
             select id, lower(exchange),
                 case
@@ -143,7 +146,7 @@ def check_migrate(engine) -> None:
                 {stoploss_order_id} stoploss_order_id, {stoploss_last_update} stoploss_last_update,
                 {max_rate} max_rate, {min_rate} min_rate, {sell_reason} sell_reason,
                 {strategy} strategy, {ticker_interval} ticker_interval,
-                {open_trade_price} open_trade_price
+                {open_trade_price} open_trade_price, {close_profit_abs} close_profit_abs
                 from {table_back_name}
              """)
 
@@ -190,6 +193,7 @@ class Trade(_DECL_BASE):
     close_rate = Column(Float)
     close_rate_requested = Column(Float)
     close_profit = Column(Float)
+    close_profit_abs = Column(Float)
     stake_amount = Column(Float, nullable=False)
     amount = Column(Float)
     open_date = Column(DateTime, nullable=False, default=datetime.utcnow)
@@ -334,6 +338,7 @@ class Trade(_DECL_BASE):
         """
         self.close_rate = Decimal(rate)
         self.close_profit = self.calc_profit_ratio()
+        self.close_profit_abs = self.calc_profit()
         self.close_date = datetime.utcnow()
         self.is_open = False
         self.open_order_id = None
diff --git a/tests/test_persistence.py b/tests/test_persistence.py
index 6bd7971a7..991922cba 100644
--- a/tests/test_persistence.py
+++ b/tests/test_persistence.py
@@ -476,12 +476,22 @@ def test_migrate_old(mocker, default_conf, fee):
                                      stake=default_conf.get("stake_amount"),
                                      amount=amount
                                      )
+    insert_table_old2 = """INSERT INTO trades (exchange, pair, is_open, fee,
+                          open_rate, close_rate, stake_amount, amount, open_date)
+                          VALUES ('BITTREX', 'BTC_ETC', 0, {fee},
+                          0.00258580, 0.00268580, {stake}, {amount},
+                          '2017-11-28 12:44:24.000000')
+                          """.format(fee=fee.return_value,
+                                     stake=default_conf.get("stake_amount"),
+                                     amount=amount
+                                     )
     engine = create_engine('sqlite://')
     mocker.patch('freqtrade.persistence.create_engine', lambda *args, **kwargs: engine)
 
     # Create table using the old format
     engine.execute(create_table_old)
     engine.execute(insert_table_old)
+    engine.execute(insert_table_old2)
     # Run init to test migration
     init(default_conf['db_url'], default_conf['dry_run'])
 
@@ -500,6 +510,15 @@ def test_migrate_old(mocker, default_conf, fee):
     assert trade.stop_loss == 0.0
     assert trade.initial_stop_loss == 0.0
     assert trade.open_trade_price == trade._calc_open_trade_price()
+    assert trade.close_profit_abs is None
+
+    trade = Trade.query.filter(Trade.id == 2).first()
+    assert trade.close_rate is not None
+    assert trade.is_open == 0
+    assert trade.open_rate_requested is None
+    assert trade.close_rate_requested is None
+    assert trade.close_rate is not None
+    assert pytest.approx(trade.close_profit_abs) == trade.calc_profit()
 
 
 def test_migrate_new(mocker, default_conf, fee, caplog):
@@ -583,6 +602,7 @@ def test_migrate_new(mocker, default_conf, fee, caplog):
     assert log_has("trying trades_bak2", caplog)
     assert log_has("Running database migration - backup available as trades_bak2", caplog)
     assert trade.open_trade_price == trade._calc_open_trade_price()
+    assert trade.close_profit_abs is None
 
 
 def test_migrate_mid_state(mocker, default_conf, fee, caplog):

From efd94c84debab78c00bc141b6108f43b366c2e07 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Mar 2020 11:22:49 +0100
Subject: [PATCH 0785/1106] Add example notebook to gitignore again

---
 .gitignore | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.gitignore b/.gitignore
index 9ac2c9d5d..f206fce66 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,7 +6,6 @@ user_data/*
 !user_data/strategy/sample_strategy.py
 !user_data/notebooks
 user_data/notebooks/*
-!user_data/notebooks/*example.ipynb
 freqtrade-plot.html
 freqtrade-profit-plot.html
 

From f14c496ce9ffca5186d4479a611c37c76c0a35ce Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Mar 2020 11:28:18 +0100
Subject: [PATCH 0786/1106] Remove calc_close_profit from RPC

This is now possible - but only for closed trades, so certain occurances
need to remain.
---
 freqtrade/rpc/rpc.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 9014c1874..a0f50b070 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -197,7 +197,7 @@ class RPC:
                 Trade.close_date >= profitday,
                 Trade.close_date < (profitday + timedelta(days=1))
             ]).order_by(Trade.close_date).all()
-            curdayprofit = sum(trade.calc_profit() for trade in trades)
+            curdayprofit = sum(trade.close_profit_abs for trade in trades)
             profit_days[profitday] = {
                 'amount': f'{curdayprofit:.8f}',
                 'trades': len(trades)
@@ -246,8 +246,8 @@ class RPC:
                 durations.append((trade.close_date - trade.open_date).total_seconds())
 
             if not trade.is_open:
-                profit_ratio = trade.calc_profit_ratio()
-                profit_closed_coin.append(trade.calc_profit())
+                profit_ratio = trade.close_profit
+                profit_closed_coin.append(trade.close_profit_abs)
                 profit_closed_ratio.append(profit_ratio)
             else:
                 # Get current rate

From acd402187a179e1f040fc42fe1dba22b2519a2e9 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Mar 2020 19:39:36 +0100
Subject: [PATCH 0787/1106] Update max_open_trades documentation

---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index b0f4c7554..78c643868 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -40,7 +40,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 
 |  Parameter | Description |
 |------------|-------------|
-| `max_open_trades` | **Required.** Number of trades open your bot will have. If -1 then it is ignored (i.e. potentially unlimited open trades). [More information below](#configuring-amount-per-trade).<br> **Datatype:** Positive integer or -1.
+| `max_open_trades` | **Required.** Number of open trades your bot is allowed to have. Only one open trade per pair is possible, so the lenght of your whitelist another limitation which can apply. If -1 then it is ignored (i.e. potentially unlimited open trades). [More information below](#configuring-amount-per-trade).<br> **Datatype:** Positive integer or -1.
 | `stake_currency` | **Required.** Crypto-currency used for trading. [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** String
 | `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#configuring-amount-per-trade). [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** Positive float or `"unlimited"`.
 | `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.99` 99%).*<br> **Datatype:** Positive float between `0.1` and `1.0`.

From 45aaa8c09d2a704e49b56ef47b360425f305b7b5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Mar 2020 20:09:01 +0100
Subject: [PATCH 0788/1106] Parse and show relevant configuration section

---
 freqtrade/configuration/load_config.py | 28 ++++++++++++++++++++++++--
 1 file changed, 26 insertions(+), 2 deletions(-)

diff --git a/freqtrade/configuration/load_config.py b/freqtrade/configuration/load_config.py
index 19179c6c3..0d2dc0955 100644
--- a/freqtrade/configuration/load_config.py
+++ b/freqtrade/configuration/load_config.py
@@ -1,13 +1,15 @@
 """
 This module contain functions to load the configuration file
 """
-import rapidjson
 import logging
+import re
 import sys
+from pathlib import Path
 from typing import Any, Dict
 
-from freqtrade.exceptions import OperationalException
+import rapidjson
 
+from freqtrade.exceptions import OperationalException
 
 logger = logging.getLogger(__name__)
 
@@ -15,6 +17,22 @@ logger = logging.getLogger(__name__)
 CONFIG_PARSE_MODE = rapidjson.PM_COMMENTS | rapidjson.PM_TRAILING_COMMAS
 
 
+def log_config_error_range(path: str, errmsg: str) -> str:
+    """
+    Parses configuration file and prints range around error
+    """
+    if path != '-':
+        offsetlist = re.findall(r'(?<=Parse\serror\sat\soffset\s)\d+', errmsg)
+        if offsetlist:
+            offset = int(offsetlist[0])
+            text = Path(path).read_text()
+            # Fetch an offset of 80 characters around the error line
+            subtext = text[offset-min(80, offset):offset+80]
+            segments = subtext.split('\n')
+            # Remove first and last lines, to avoid odd truncations
+            return '\n'.join(segments[1:-1])
+
+
 def load_config_file(path: str) -> Dict[str, Any]:
     """
     Loads a config file from the given path
@@ -29,5 +47,11 @@ def load_config_file(path: str) -> Dict[str, Any]:
         raise OperationalException(
             f'Config file "{path}" not found!'
             ' Please create a config file or check whether it exists.')
+    except rapidjson.JSONDecodeError as e:
+        err_range = log_config_error_range(path, str(e))
+        raise OperationalException(
+            f'{e}\n'
+            f'Please verify the following segment of your configuration:\n{err_range}'
+        )
 
     return config

From 6c55b40fe04f4cea4b92841212b150d69f5d200a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 22 Mar 2020 20:15:33 +0100
Subject: [PATCH 0789/1106] Add test verifying config printing

---
 tests/test_configuration.py | 11 +++++++++++
 1 file changed, 11 insertions(+)

diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index 1e9d6440d..ec6753feb 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -66,6 +66,17 @@ def test_load_config_file(default_conf, mocker, caplog) -> None:
     assert validated_conf.items() >= default_conf.items()
 
 
+def test_load_config_file_error(default_conf, mocker, caplog) -> None:
+    del default_conf['user_data_dir']
+    filedata = json.dumps(default_conf).replace(
+        '"stake_amount": 0.001,', '"stake_amount": .001,')
+    mocker.patch('freqtrade.configuration.load_config.open', mocker.mock_open(read_data=filedata))
+    mocker.patch.object(Path, "read_text", MagicMock(return_value=filedata))
+
+    with pytest.raises(OperationalException, match=f".*Please verify the following segment.*"):
+        load_config_file('somefile')
+
+
 def test__args_to_config(caplog):
 
     arg_list = ['trade', '--strategy-path', 'TestTest']

From 8f7e113d798bb8b973efd6a66b59d1abf18722f4 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Mar 2020 07:54:27 +0100
Subject: [PATCH 0790/1106] Add additional test

---
 freqtrade/configuration/load_config.py |  7 +++++--
 tests/test_configuration.py            | 15 ++++++++++++++-
 2 files changed, 19 insertions(+), 3 deletions(-)

diff --git a/freqtrade/configuration/load_config.py b/freqtrade/configuration/load_config.py
index 0d2dc0955..55da28913 100644
--- a/freqtrade/configuration/load_config.py
+++ b/freqtrade/configuration/load_config.py
@@ -29,8 +29,11 @@ def log_config_error_range(path: str, errmsg: str) -> str:
             # Fetch an offset of 80 characters around the error line
             subtext = text[offset-min(80, offset):offset+80]
             segments = subtext.split('\n')
-            # Remove first and last lines, to avoid odd truncations
-            return '\n'.join(segments[1:-1])
+            if len(segments) > 3:
+                # Remove first and last lines, to avoid odd truncations
+                return '\n'.join(segments[1:-1])
+            else:
+                return subtext
 
 
 def load_config_file(path: str) -> Dict[str, Any]:
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index ec6753feb..a1936aee0 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -18,7 +18,7 @@ from freqtrade.configuration.config_validation import validate_config_schema
 from freqtrade.configuration.deprecated_settings import (
     check_conflicting_settings, process_deprecated_setting,
     process_temporary_deprecated_settings)
-from freqtrade.configuration.load_config import load_config_file
+from freqtrade.configuration.load_config import load_config_file, log_config_error_range
 from freqtrade.constants import DEFAULT_DB_DRYRUN_URL, DEFAULT_DB_PROD_URL
 from freqtrade.exceptions import OperationalException
 from freqtrade.loggers import _set_loggers, setup_logging
@@ -77,6 +77,19 @@ def test_load_config_file_error(default_conf, mocker, caplog) -> None:
         load_config_file('somefile')
 
 
+def test_load_config_file_error_range(default_conf, mocker, caplog) -> None:
+    del default_conf['user_data_dir']
+    filedata = json.dumps(default_conf).replace(
+        '"stake_amount": 0.001,', '"stake_amount": .001,')
+    mocker.patch.object(Path, "read_text", MagicMock(return_value=filedata))
+
+    x = log_config_error_range('somefile', 'Parse error at offset 64: Invalid value.')
+    assert isinstance(x, str)
+    assert (x == '{"max_open_trades": 1, "stake_currency": "BTC", '
+            '"stake_amount": .001, "fiat_display_currency": "USD", '
+            '"ticker_interval": "5m", "dry_run": true, ')
+
+
 def test__args_to_config(caplog):
 
     arg_list = ['trade', '--strategy-path', 'TestTest']

From d581b7e2d79493ddccb6cbd2cbe41b6baa028b38 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 23 Mar 2020 07:57:30 +0100
Subject: [PATCH 0791/1106] Add fallback if no error could be determined

---
 freqtrade/configuration/load_config.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/freqtrade/configuration/load_config.py b/freqtrade/configuration/load_config.py
index 55da28913..a24ee3d0a 100644
--- a/freqtrade/configuration/load_config.py
+++ b/freqtrade/configuration/load_config.py
@@ -34,6 +34,7 @@ def log_config_error_range(path: str, errmsg: str) -> str:
                 return '\n'.join(segments[1:-1])
             else:
                 return subtext
+    return ''
 
 
 def load_config_file(path: str) -> Dict[str, Any]:
@@ -55,6 +56,7 @@ def load_config_file(path: str) -> Dict[str, Any]:
         raise OperationalException(
             f'{e}\n'
             f'Please verify the following segment of your configuration:\n{err_range}'
+            if err_range else 'Please verify your configuration file for syntax errors.'
         )
 
     return config

From f4a69ba5a753c38f9b18ec81e596d38c86ce66de Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 23 Mar 2020 09:04:50 +0000
Subject: [PATCH 0792/1106] Bump numpy from 1.18.1 to 1.18.2

Bumps [numpy](https://github.com/numpy/numpy) from 1.18.1 to 1.18.2.
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/master/doc/HOWTO_RELEASE.rst.txt)
- [Commits](https://github.com/numpy/numpy/compare/v1.18.1...v1.18.2)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index 12d7336aa..e69d919e0 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
 # Load common requirements
 -r requirements-common.txt
 
-numpy==1.18.1
+numpy==1.18.2
 pandas==1.0.2

From de91e169bc6f3316f5d3a5ad52add147ec71eba6 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 23 Mar 2020 09:05:12 +0000
Subject: [PATCH 0793/1106] Bump tabulate from 0.8.6 to 0.8.7

Bumps [tabulate](https://github.com/astanin/python-tabulate) from 0.8.6 to 0.8.7.
- [Release notes](https://github.com/astanin/python-tabulate/releases)
- [Changelog](https://github.com/astanin/python-tabulate/blob/master/CHANGELOG)
- [Commits](https://github.com/astanin/python-tabulate/compare/v0.8.6...v0.8.7)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 7c2ad4283..c1e23dfa9 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -10,7 +10,7 @@ urllib3==1.25.8
 wrapt==1.12.1
 jsonschema==3.2.0
 TA-Lib==0.4.17
-tabulate==0.8.6
+tabulate==0.8.7
 pycoingecko==1.2.0
 jinja2==2.11.1
 

From 98dc4b4ca3893452e80db2f58dd9d72baaeb5f26 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 23 Mar 2020 09:06:41 +0000
Subject: [PATCH 0794/1106] Bump ccxt from 1.24.31 to 1.24.83

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.24.31 to 1.24.83.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/doc/exchanges-by-country.rst)
- [Commits](https://github.com/ccxt/ccxt/compare/1.24.31...1.24.83)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 7c2ad4283..6274297c2 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.24.31
+ccxt==1.24.83
 SQLAlchemy==1.3.15
 python-telegram-bot==12.4.2
 arrow==0.15.5

From cb1bc5d5abb1b125be1282c7538f9e169d17d3b8 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 23 Mar 2020 09:15:43 +0000
Subject: [PATCH 0795/1106] Bump pandas from 1.0.2 to 1.0.3

Bumps [pandas](https://github.com/pandas-dev/pandas) from 1.0.2 to 1.0.3.
- [Release notes](https://github.com/pandas-dev/pandas/releases)
- [Changelog](https://github.com/pandas-dev/pandas/blob/master/RELEASE.md)
- [Commits](https://github.com/pandas-dev/pandas/compare/v1.0.2...v1.0.3)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index e69d919e0..b1a4b4403 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,4 +2,4 @@
 -r requirements-common.txt
 
 numpy==1.18.2
-pandas==1.0.2
+pandas==1.0.3

From 0f53e646fd7d3e707f470244d785539211a17793 Mon Sep 17 00:00:00 2001
From: orehunt <basso.bassista@gmail.com>
Date: Tue, 24 Mar 2020 13:54:46 +0100
Subject: [PATCH 0796/1106] check that the strategy dataframe matches the one
 given by the bot

---
 freqtrade/strategy/interface.py | 19 ++++++++++++++++---
 1 file changed, 16 insertions(+), 3 deletions(-)

diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index 696d2b2d2..530cd0af4 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -241,8 +241,18 @@ class IStrategy(ABC):
 
         return dataframe
 
-    def get_signal(self, pair: str, interval: str,
-                   dataframe: DataFrame) -> Tuple[bool, bool]:
+    @staticmethod
+    def preserve_df(d: DataFrame) -> Tuple[int, float, datetime]:
+        """ keep some data for dataframes """
+        return len(d), d["close"].iloc[-1], d["date"].iloc[-1]
+
+    @staticmethod
+    def assert_df(d: DataFrame, df_len: int, df_close: float, df_date: datetime):
+        """ make sure data is unmodified """
+        if df_len != len(d) or df_close != d["close"].iloc[-1] or df_date != d["date"].iloc[-1]:
+            raise Exception("Dataframe returned from strategy does not match original")
+
+    def get_signal(self, pair: str, interval: str, dataframe: DataFrame) -> Tuple[bool, bool]:
         """
         Calculates current signal based several technical analysis indicators
         :param pair: pair in format ANT/BTC
@@ -254,8 +264,11 @@ class IStrategy(ABC):
             logger.warning('Empty candle (OHLCV) data for pair %s', pair)
             return False, False
 
+        latest_date = dataframe['date'].max()
         try:
+            df_len, df_close, df_date = self.preserve_df(dataframe)
             dataframe = self._analyze_ticker_internal(dataframe, {'pair': pair})
+            self.assert_df(dataframe, df_len, df_close, df_date)
         except ValueError as error:
             logger.warning(
                 'Unable to analyze candle (OHLCV) data for pair %s: %s',
@@ -275,7 +288,7 @@ class IStrategy(ABC):
             logger.warning('Empty dataframe for pair %s', pair)
             return False, False
 
-        latest = dataframe.iloc[-1]
+        latest = dataframe.loc[dataframe['date'] == latest_date].iloc[-1]
 
         # Check if dataframe is out of date
         signal_date = arrow.get(latest['date'])

From be41981ef08f65d2d377d7a225456fbdc6221b83 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Mar 2020 20:10:15 +0100
Subject: [PATCH 0797/1106] Test warnings with filter always on

---
 tests/test_configuration.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index 1e9d6440d..79387ba7a 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -73,6 +73,7 @@ def test__args_to_config(caplog):
     configuration = Configuration(args)
     config = {}
     with warnings.catch_warnings(record=True) as w:
+        warnings.simplefilter("always")
         # No warnings ...
         configuration._args_to_config(config, argname="strategy_path", logstring="DeadBeef")
         assert len(w) == 0
@@ -82,6 +83,7 @@ def test__args_to_config(caplog):
     configuration = Configuration(args)
     config = {}
     with warnings.catch_warnings(record=True) as w:
+        warnings.simplefilter("always")
         # Deprecation warnings!
         configuration._args_to_config(config, argname="strategy_path", logstring="DeadBeef",
                                       deprecated_msg="Going away soon!")

From d9a5e1cd48955041a6e41e1e6138be75b15c46f1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Mar 2020 08:30:18 +0100
Subject: [PATCH 0798/1106] Update docs/exchanges.md

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/exchanges.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/exchanges.md b/docs/exchanges.md
index c600077ce..06db26f89 100644
--- a/docs/exchanges.md
+++ b/docs/exchanges.md
@@ -83,4 +83,4 @@ Whether your exchange returns incomplete candles or not can be checked using [th
 
 Due to the danger of repainting, Freqtrade does not allow you to use this incomplete candle.
 
-However, usually, this requirement is based on the need for the latest price - which can be aquired using the [data provider](strategy-customization.md#possible-options-for-dataprovider) from within the strategy.
+However, if it is based on the need for the latest price for your strategy - then this requirement can be acquired using the [data provider](strategy-customization.md#possible-options-for-dataprovider) from within the strategy.

From dfac7448d1260b81653e600fda27dc57d41af0ab Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Mar 2020 08:33:22 +0100
Subject: [PATCH 0799/1106] fix typo

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 78c643868..9ecb0a13e 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -40,7 +40,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 
 |  Parameter | Description |
 |------------|-------------|
-| `max_open_trades` | **Required.** Number of open trades your bot is allowed to have. Only one open trade per pair is possible, so the lenght of your whitelist another limitation which can apply. If -1 then it is ignored (i.e. potentially unlimited open trades). [More information below](#configuring-amount-per-trade).<br> **Datatype:** Positive integer or -1.
+| `max_open_trades` | **Required.** Number of open trades your bot is allowed to have. Only one open trade per pair is possible, so the length of your whitelist another limitation which can apply. If -1 then it is ignored (i.e. potentially unlimited open trades). [More information below](#configuring-amount-per-trade).<br> **Datatype:** Positive integer or -1.
 | `stake_currency` | **Required.** Crypto-currency used for trading. [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** String
 | `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#configuring-amount-per-trade). [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** Positive float or `"unlimited"`.
 | `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.99` 99%).*<br> **Datatype:** Positive float between `0.1` and `1.0`.

From 6f687c97ce1743e43dc8b4a1bcb166cf7be4a523 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Mar 2020 09:24:37 +0100
Subject: [PATCH 0800/1106] Update docs/configuration.md

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 9ecb0a13e..d8a9653c3 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -40,7 +40,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 
 |  Parameter | Description |
 |------------|-------------|
-| `max_open_trades` | **Required.** Number of open trades your bot is allowed to have. Only one open trade per pair is possible, so the length of your whitelist another limitation which can apply. If -1 then it is ignored (i.e. potentially unlimited open trades). [More information below](#configuring-amount-per-trade).<br> **Datatype:** Positive integer or -1.
+| `max_open_trades` | **Required.** Number of open trades your bot is allowed to have. Only one open trade per pair is possible, so the length of your pairlist is another limitation which can apply. If -1 then it is ignored (i.e. potentially unlimited open trades, limited by the pairlist). [More information below](#configuring-amount-per-trade).<br> **Datatype:** Positive integer or -1.
 | `stake_currency` | **Required.** Crypto-currency used for trading. [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** String
 | `stake_amount` | **Required.** Amount of crypto-currency your bot will use for each trade. Set it to `"unlimited"` to allow the bot to use all available balance. [More information below](#configuring-amount-per-trade). [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** Positive float or `"unlimited"`.
 | `tradable_balance_ratio` | Ratio of the total account balance the bot is allowed to trade. [More information below](#configuring-amount-per-trade). <br>*Defaults to `0.99` 99%).*<br> **Datatype:** Positive float between `0.1` and `1.0`.

From 91b058cf11d2ed585c0a67e9fa4dd89d280907f9 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Mar 2020 16:16:10 +0100
Subject: [PATCH 0801/1106] Fix typo in tests

---
 tests/test_freqtradebot.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index e37270bd3..abc9babba 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2129,7 +2129,7 @@ def test_check_handle_timedout_partial_fee(default_conf, ticker, open_trade, cap
     assert rpc_mock.call_count == 2
     trades = Trade.query.filter(Trade.open_order_id.is_(open_trade.open_order_id)).all()
     assert len(trades) == 1
-    # Verify that tradehas been updated
+    # Verify that trade has been updated
     assert trades[0].amount == (limit_buy_order_old_partial['amount'] -
                                 limit_buy_order_old_partial['remaining']) - 0.0001
     assert trades[0].open_order_id is None
@@ -2168,7 +2168,7 @@ def test_check_handle_timedout_partial_except(default_conf, ticker, open_trade,
     assert rpc_mock.call_count == 2
     trades = Trade.query.filter(Trade.open_order_id.is_(open_trade.open_order_id)).all()
     assert len(trades) == 1
-    # Verify that tradehas been updated
+    # Verify that trade has been updated
 
     assert trades[0].amount == (limit_buy_order_old_partial['amount'] -
                                 limit_buy_order_old_partial['remaining'])

From 1817e6fbdfecbbca308e2fbaf8bdc9b57756182e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Mar 2020 16:16:19 +0100
Subject: [PATCH 0802/1106] Combine real_amount updating into one method

---
 freqtrade/freqtradebot.py | 18 +++++-------------
 1 file changed, 5 insertions(+), 13 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 570f8bea8..b30f55ccd 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -916,17 +916,7 @@ class FreqtradeBot:
         # we need to fall back to the values from order if corder does not contain these keys.
         trade.amount = order['amount'] - corder.get('remaining', order['remaining'])
         trade.stake_amount = trade.amount * trade.open_rate
-        # verify if fees were taken from amount to avoid problems during selling
-        try:
-            new_amount = self.get_real_amount(trade, corder if 'fee' in corder else order,
-                                              trade.amount)
-            if not isclose(order['amount'], new_amount, abs_tol=constants.MATH_CLOSE_PREC):
-                trade.amount = new_amount
-                # Fee was applied, so set to 0
-                trade.fee_open = 0
-                trade.recalc_open_trade_price()
-        except DependencyException as e:
-            logger.warning("Could not update trade amount: %s", e)
+        self.update_trade_state(trade, corder if 'fee' in corder else order, trade.amount)
 
         trade.open_order_id = None
         logger.info('Partial buy order timeout for %s.', trade)
@@ -1122,9 +1112,11 @@ class FreqtradeBot:
 # Common update trade state methods
 #
 
-    def update_trade_state(self, trade: Trade, action_order: dict = None) -> None:
+    def update_trade_state(self, trade: Trade, action_order: dict = None,
+                           order_amount: float = None) -> None:
         """
         Checks trades with open orders and updates the amount if necessary
+        Handles closing both buy and sell orders.
         """
         # Get order details for actual price per unit
         if trade.open_order_id:
@@ -1137,7 +1129,7 @@ class FreqtradeBot:
                 return
             # Try update amount (binance-fix)
             try:
-                new_amount = self.get_real_amount(trade, order)
+                new_amount = self.get_real_amount(trade, order, order_amount)
                 if not isclose(order['amount'], new_amount, abs_tol=constants.MATH_CLOSE_PREC):
                     order['amount'] = new_amount
                     # Fee was applied, so set to 0

From 9c351007f5a1fa4b27f0c123f6a8c736c9843f55 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Mar 2020 17:12:24 +0100
Subject: [PATCH 0803/1106] Provide reason for cancelled sell order

---
 freqtrade/freqtradebot.py      | 12 +++++++-----
 freqtrade/rpc/telegram.py      |  3 ++-
 tests/rpc/test_rpc_telegram.py |  6 ++++--
 3 files changed, 13 insertions(+), 8 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index b30f55ccd..af0de108a 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -926,10 +926,10 @@ class FreqtradeBot:
         })
         return False
 
-    def handle_timedout_limit_sell(self, trade: Trade, order: Dict) -> bool:
+    def handle_timedout_limit_sell(self, trade: Trade, order: Dict) -> str:
         """
         Sell timeout - cancel order and update trade
-        :return: True if order was fully cancelled
+        :return: Reason for cancel
         """
         # if trade is not partially completed, just cancel the trade
         if order['remaining'] == order['amount']:
@@ -943,16 +943,17 @@ class FreqtradeBot:
                 logger.info('Sell order %s for %s.', reason, trade)
 
             trade.close_rate = None
+            trade.close_rate_requested = None
             trade.close_profit = None
             trade.close_profit_abs = None
             trade.close_date = None
             trade.is_open = True
             trade.open_order_id = None
 
-            return True
+            return reason
 
         # TODO: figure out how to handle partially complete sell orders
-        return False
+        return 'partially filled - keeping order open'
 
     def _safe_sell_amount(self, pair: str, amount: float) -> float:
         """
@@ -1071,7 +1072,7 @@ class FreqtradeBot:
         # Send the message
         self.rpc.send_msg(msg)
 
-    def _notify_sell_cancel(self, trade: Trade, order_type: str) -> None:
+    def _notify_sell_cancel(self, trade: Trade, order_type: str, reason: str) -> None:
         """
         Sends rpc notification when a sell cancel occured.
         """
@@ -1098,6 +1099,7 @@ class FreqtradeBot:
             'close_date': trade.close_date,
             'stake_currency': self.config['stake_currency'],
             'fiat_currency': self.config.get('fiat_display_currency', None),
+            'reason': reason,
         }
 
         if 'fiat_display_currency' in self.config:
diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py
index ad01700ab..a21f7556c 100644
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@@ -172,7 +172,8 @@ class Telegram(RPC):
                             ' / {profit_fiat:.3f} {fiat_currency})`').format(**msg)
 
         elif msg['type'] == RPCMessageType.SELL_CANCEL_NOTIFICATION:
-            message = "*{exchange}:* Cancelling Open Sell Order for {pair}".format(**msg)
+            message = ("*{exchange}:* Cancelling Open Sell Order "
+                       "for {pair}. Reason: {reason}").format(**msg)
 
         elif msg['type'] == RPCMessageType.STATUS_NOTIFICATION:
             message = '*Status:* `{status}`'.format(**msg)
diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py
index d769016c4..bbc961763 100644
--- a/tests/rpc/test_rpc_telegram.py
+++ b/tests/rpc/test_rpc_telegram.py
@@ -1316,18 +1316,20 @@ def test_send_msg_sell_cancel_notification(default_conf, mocker) -> None:
         'type': RPCMessageType.SELL_CANCEL_NOTIFICATION,
         'exchange': 'Binance',
         'pair': 'KEY/ETH',
+        'reason': 'Cancelled on exchange'
     })
     assert msg_mock.call_args[0][0] \
-        == ('*Binance:* Cancelling Open Sell Order for KEY/ETH')
+        == ('*Binance:* Cancelling Open Sell Order for KEY/ETH. Reason: Cancelled on exchange')
 
     msg_mock.reset_mock()
     telegram.send_msg({
         'type': RPCMessageType.SELL_CANCEL_NOTIFICATION,
         'exchange': 'Binance',
         'pair': 'KEY/ETH',
+        'reason': 'timeout'
     })
     assert msg_mock.call_args[0][0] \
-        == ('*Binance:* Cancelling Open Sell Order for KEY/ETH')
+        == ('*Binance:* Cancelling Open Sell Order for KEY/ETH. Reason: timeout')
     # Reset singleton function to avoid random breaks
     telegram._fiat_converter.convert_amount = old_convamount
 

From 270ac2e8c113f39a55a14c019e19c578f8b059ab Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Mar 2020 17:15:47 +0100
Subject: [PATCH 0804/1106] Add check_order_cancelled_empty method to exchange

---
 freqtrade/exchange/exchange.py  |  8 ++++++++
 tests/exchange/test_exchange.py | 12 ++++++++++++
 2 files changed, 20 insertions(+)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index f4c94a1ca..073e28659 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -902,6 +902,14 @@ class Exchange:
             self._async_get_trade_history(pair=pair, since=since,
                                           until=until, from_id=from_id))
 
+    def check_order_canceled_empty(self, order: Dict) -> bool:
+        """
+        Verify if an order has been cancelled without being partially filled
+        :param order: Order dict as returned from get_order()
+        :return: True if order has been cancelled without being filled, False otherwise.
+        """
+        return order['status'] in ('closed', 'canceled') and order.get('filled') == 0.0
+
     @retrier
     def cancel_order(self, order_id: str, pair: str) -> None:
         if self._config['dry_run']:
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 8d8930f66..7f03eb547 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -1705,6 +1705,18 @@ def test_cancel_order_dry_run(default_conf, mocker, exchange_name):
     assert exchange.cancel_order(order_id='123', pair='TKN/BTC') is None
 
 
+@pytest.mark.parametrize("exchange_name", EXCHANGES)
+@pytest.mark.parametrize("order,result", [
+    ({'status': 'closed', 'filled': 10}, False),
+    ({'status': 'closed', 'filled': 0.0}, True),
+    ({'status': 'canceled', 'filled': 0.0}, True),
+    ({'status': 'canceled', 'filled': 10.0}, False),
+    ])
+def test_check_order_canceled_empty(mocker, default_conf, exchange_name, order, result):
+    exchange = get_patched_exchange(mocker, default_conf, id=exchange_name)
+    assert exchange.check_order_canceled_empty(order) == result
+
+
 # Ensure that if not dry_run, we should call API
 @pytest.mark.parametrize("exchange_name", EXCHANGES)
 def test_cancel_order(default_conf, mocker, exchange_name):

From 7c47c6e3bd52e30d7d81462d0188c5c31baa18a0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Mar 2020 17:16:35 +0100
Subject: [PATCH 0805/1106] check for timeouts before exiting positions

---
 freqtrade/freqtradebot.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index af0de108a..14cda9192 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -143,6 +143,10 @@ class FreqtradeBot:
         self.dataprovider.refresh(self._create_pair_whitelist(self.active_pair_whitelist),
                                   self.strategy.informative_pairs())
 
+        with self._sell_lock:
+            # Check and handle any timed out open orders
+            self.check_handle_timedout()
+
         # Protect from collisions with forcesell.
         # Without this, freqtrade my try to recreate stoploss_on_exchange orders
         # while selling is in process, since telegram messages arrive in an different thread.
@@ -154,8 +158,6 @@ class FreqtradeBot:
         if self.get_free_open_trades():
             self.enter_positions()
 
-        # Check and handle any timed out open orders
-        self.check_handle_timedout()
         Trade.session.flush()
 
     def _refresh_whitelist(self, trades: List[Trade] = []) -> List[str]:

From 700cedc57312b02e18a2aa98b5f71ab253953c80 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Mar 2020 17:17:40 +0100
Subject: [PATCH 0806/1106] Unify handling of open orders to update_trade_state

---
 freqtrade/freqtradebot.py | 42 ++++++++++++++++++++++-----------------
 1 file changed, 24 insertions(+), 18 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 14cda9192..e27569317 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -602,7 +602,6 @@ class FreqtradeBot:
         trades_closed = 0
         for trade in trades:
             try:
-                self.update_trade_state(trade)
 
                 if (self.strategy.order_types.get('stoploss_on_exchange') and
                         self.handle_stoploss_on_exchange(trade)):
@@ -862,30 +861,32 @@ class FreqtradeBot:
                     continue
                 order = self.exchange.get_order(trade.open_order_id, trade.pair)
             except (RequestException, DependencyException, InvalidOrderException):
-                logger.info(
-                    'Cannot query order for %s due to %s',
-                    trade,
-                    traceback.format_exc())
+                logger.info('Cannot query order for %s due to %s', trade, traceback.format_exc())
                 continue
 
+            trade_state_update = self.update_trade_state(trade, order)
+
             # Check if trade is still actually open
-            if float(order.get('remaining', 0.0)) == 0.0:
-                self.wallets.update()
-                continue
+            # TODO: this seems questionable at best
+            # if float(order.get('remaining', 0.0)) == 0.0:
+            #     self.wallets.update()
+            #     continue
 
-            if ((order['side'] == 'buy' and order['status'] == 'canceled')
-                    or (self._check_timed_out('buy', order))):
+            if (order['side'] == 'buy' and (
+                    trade_state_update
+                    or self._check_timed_out('buy', order))):
                 self.handle_timedout_limit_buy(trade, order)
                 self.wallets.update()
                 order_type = self.strategy.order_types['buy']
                 self._notify_buy_cancel(trade, order_type)
 
-            elif ((order['side'] == 'sell' and order['status'] == 'canceled')
-                  or (self._check_timed_out('sell', order))):
-                self.handle_timedout_limit_sell(trade, order)
+            elif (order['side'] == 'sell' and (
+                    trade_state_update
+                    or self._check_timed_out('sell', order))):
+                reason = self.handle_timedout_limit_sell(trade, order)
                 self.wallets.update()
                 order_type = self.strategy.order_types['sell']
-                self._notify_sell_cancel(trade, order_type)
+                self._notify_sell_cancel(trade, order_type, reason)
 
     def handle_timedout_limit_buy(self, trade: Trade, order: Dict) -> bool:
         """
@@ -934,8 +935,8 @@ class FreqtradeBot:
         :return: Reason for cancel
         """
         # if trade is not partially completed, just cancel the trade
-        if order['remaining'] == order['amount']:
-            if order["status"] != "canceled":
+        if order['remaining'] == order['amount'] or order['filled'] == 0.0:
+            if not self.exchange.check_order_canceled_empty(order):
                 reason = "cancelled due to timeout"
                 # if trade is not partially completed, just delete the trade
                 self.exchange.cancel_order(trade.open_order_id, trade.pair)
@@ -1117,7 +1118,7 @@ class FreqtradeBot:
 #
 
     def update_trade_state(self, trade: Trade, action_order: dict = None,
-                           order_amount: float = None) -> None:
+                           order_amount: float = None) -> bool:
         """
         Checks trades with open orders and updates the amount if necessary
         Handles closing both buy and sell orders.
@@ -1139,16 +1140,21 @@ class FreqtradeBot:
                     # Fee was applied, so set to 0
                     trade.fee_open = 0
                     trade.recalc_open_trade_price()
-
             except DependencyException as exception:
                 logger.warning("Could not update trade amount: %s", exception)
 
+            if self.exchange.check_order_canceled_empty(order):
+                # Trade has been cancelled on exchange
+                # Handling of this will happen in check_handle_timeout.
+                return True
             trade.update(order)
 
             # Updating wallets when order is closed
             if not trade.is_open:
                 self.wallets.update()
 
+        return False
+
     def get_real_amount(self, trade: Trade, order: Dict, order_amount: float = None) -> float:
         """
         Get real amount for the trade

From f3103be15c22a09648b58bffbf88611faf9dc4d1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Mar 2020 17:20:16 +0100
Subject: [PATCH 0807/1106] Fix test

---
 freqtrade/freqtradebot.py  |  2 +-
 tests/test_freqtradebot.py | 13 ++++++++-----
 2 files changed, 9 insertions(+), 6 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index e27569317..bec08fbc2 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -935,7 +935,7 @@ class FreqtradeBot:
         :return: Reason for cancel
         """
         # if trade is not partially completed, just cancel the trade
-        if order['remaining'] == order['amount'] or order['filled'] == 0.0:
+        if order['remaining'] == order['amount'] or order.get('filled') == 0.0:
             if not self.exchange.check_order_canceled_empty(order):
                 reason = "cancelled due to timeout"
                 # if trade is not partially completed, just delete the trade
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index abc9babba..fd6136799 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1592,13 +1592,13 @@ def test_exit_positions_exception(mocker, default_conf, limit_buy_order, caplog)
     mocker.patch('freqtrade.exchange.Exchange.get_order', return_value=limit_buy_order)
 
     trade = MagicMock()
-    trade.open_order_id = '123'
+    trade.open_order_id = None
     trade.open_fee = 0.001
     trades = [trade]
 
     # Test raise of DependencyException exception
     mocker.patch(
-        'freqtrade.freqtradebot.FreqtradeBot.update_trade_state',
+        'freqtrade.freqtradebot.FreqtradeBot.handle_trade',
         side_effect=DependencyException()
     )
     n = freqtrade.exit_positions(trades)
@@ -1970,7 +1970,7 @@ def test_check_handle_cancelled_buy(default_conf, ticker, limit_buy_order_old, o
     rpc_mock = patch_RPCManager(mocker)
     cancel_order_mock = MagicMock()
     patch_exchange(mocker)
-    limit_buy_order_old.update({"status": "canceled"})
+    limit_buy_order_old.update({"status": "canceled", 'filled': 0.0})
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         fetch_ticker=ticker,
@@ -2049,7 +2049,7 @@ def test_check_handle_cancelled_sell(default_conf, ticker, limit_sell_order_old,
     """ Handle sell order cancelled on exchange"""
     rpc_mock = patch_RPCManager(mocker)
     cancel_order_mock = MagicMock()
-    limit_sell_order_old.update({"status": "canceled"})
+    limit_sell_order_old.update({"status": "canceled", 'filled': 0.0})
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
@@ -2276,7 +2276,7 @@ def test_handle_timedout_limit_sell(mocker, default_conf) -> None:
     assert freqtrade.handle_timedout_limit_sell(trade, order)
     assert cancel_order_mock.call_count == 1
     order['amount'] = 2
-    assert not freqtrade.handle_timedout_limit_sell(trade, order)
+    assert freqtrade.handle_timedout_limit_sell(trade, order) == 'partially filled - keeping order open'
     # Assert cancel_order was not called (callcount remains unchanged)
     assert cancel_order_mock.call_count == 1
 
@@ -2544,8 +2544,11 @@ def test_may_execute_sell_after_stoploss_on_exchange_hit(default_conf, ticker, f
 
     # Create some test data
     freqtrade.enter_positions()
+    freqtrade.check_handle_timedout()
     trade = Trade.query.first()
     trades = [trade]
+    assert trade.stoploss_order_id is None
+
     freqtrade.exit_positions(trades)
     assert trade
     assert trade.stoploss_order_id == '123'

From 19e5dbddc6670d9d759bc140bdbd4298ec9c13e4 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Mar 2020 19:53:35 +0100
Subject: [PATCH 0808/1106] Add filled to all orders

---
 tests/conftest.py | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/tests/conftest.py b/tests/conftest.py
index 64d0cd5ee..4b971c1bc 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -712,6 +712,7 @@ def limit_buy_order():
         'datetime': arrow.utcnow().isoformat(),
         'price': 0.00001099,
         'amount': 90.99181073,
+        'filled': 90.99181073,
         'remaining': 0.0,
         'status': 'closed'
     }
@@ -727,6 +728,7 @@ def market_buy_order():
         'datetime': arrow.utcnow().isoformat(),
         'price': 0.00004099,
         'amount': 91.99181073,
+        'filled': 91.99181073,
         'remaining': 0.0,
         'status': 'closed'
     }
@@ -742,6 +744,7 @@ def market_sell_order():
         'datetime': arrow.utcnow().isoformat(),
         'price': 0.00004173,
         'amount': 91.99181073,
+        'filled': 91.99181073,
         'remaining': 0.0,
         'status': 'closed'
     }
@@ -757,6 +760,7 @@ def limit_buy_order_old():
         'datetime': str(arrow.utcnow().shift(minutes=-601).datetime),
         'price': 0.00001099,
         'amount': 90.99181073,
+        'filled': 0.0,
         'remaining': 90.99181073,
         'status': 'open'
     }
@@ -772,6 +776,7 @@ def limit_sell_order_old():
         'datetime': arrow.utcnow().shift(minutes=-601).isoformat(),
         'price': 0.00001099,
         'amount': 90.99181073,
+        'filled': 0.0,
         'remaining': 90.99181073,
         'status': 'open'
     }
@@ -787,6 +792,7 @@ def limit_buy_order_old_partial():
         'datetime': arrow.utcnow().shift(minutes=-601).isoformat(),
         'price': 0.00001099,
         'amount': 90.99181073,
+        'filled': 23.0,
         'remaining': 67.99181073,
         'status': 'open'
     }
@@ -810,6 +816,7 @@ def limit_sell_order():
         'datetime': arrow.utcnow().isoformat(),
         'price': 0.00001173,
         'amount': 90.99181073,
+        'filled': 90.99181073,
         'remaining': 0.0,
         'status': 'closed'
     }

From f04f606b707ee39d03224e3c015610c12c5a252d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Mar 2020 19:53:50 +0100
Subject: [PATCH 0809/1106] Updateing order amount should use filled - not
 amount if possible

---
 freqtrade/persistence.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/persistence.py b/freqtrade/persistence.py
index 0d668596c..97a6b6084 100644
--- a/freqtrade/persistence.py
+++ b/freqtrade/persistence.py
@@ -315,7 +315,7 @@ class Trade(_DECL_BASE):
         if order_type in ('market', 'limit') and order['side'] == 'buy':
             # Update open rate and actual amount
             self.open_rate = Decimal(order['price'])
-            self.amount = Decimal(order['amount'])
+            self.amount = Decimal(order.get('filled', order['amount']))
             self.recalc_open_trade_price()
             logger.info('%s_BUY has been fulfilled for %s.', order_type.upper(), self)
             self.open_order_id = None

From 1e2fadbc022c93e4e4fb3b2679af3e86938d1182 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Mar 2020 19:54:13 +0100
Subject: [PATCH 0810/1106] Fix failing test

---
 tests/test_freqtradebot.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index fd6136799..4a633e0d8 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2499,6 +2499,7 @@ def test_execute_sell_with_stoploss_on_exchange(default_conf, ticker, fee, ticke
     assert trade
     trades = [trade]
 
+    freqtrade.check_handle_timedout()
     freqtrade.exit_positions(trades)
 
     # Increase the price and sell it

From 3c1b155e9ff0f837ffbd950545f93c4f8a9ffe1f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 24 Mar 2020 20:05:25 +0100
Subject: [PATCH 0811/1106] Remove filled if amount is modified to suit fee
 structure

---
 freqtrade/freqtradebot.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index bec08fbc2..d0b37fefb 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1122,6 +1122,7 @@ class FreqtradeBot:
         """
         Checks trades with open orders and updates the amount if necessary
         Handles closing both buy and sell orders.
+        :return: True if order has been cancelled without being filled partially, False otherwise
         """
         # Get order details for actual price per unit
         if trade.open_order_id:
@@ -1131,12 +1132,13 @@ class FreqtradeBot:
                 order = action_order or self.exchange.get_order(trade.open_order_id, trade.pair)
             except InvalidOrderException as exception:
                 logger.warning('Unable to fetch order %s: %s', trade.open_order_id, exception)
-                return
+                return False
             # Try update amount (binance-fix)
             try:
                 new_amount = self.get_real_amount(trade, order, order_amount)
                 if not isclose(order['amount'], new_amount, abs_tol=constants.MATH_CLOSE_PREC):
                     order['amount'] = new_amount
+                    del order['filled']
                     # Fee was applied, so set to 0
                     trade.fee_open = 0
                     trade.recalc_open_trade_price()

From 95011919d3c2857b6fb34cb61d83d00c8d791a0f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 25 Mar 2020 10:45:05 +0100
Subject: [PATCH 0812/1106] Remove questionable handling of orders

---
 freqtrade/freqtradebot.py  | 6 ------
 tests/test_freqtradebot.py | 3 ++-
 2 files changed, 2 insertions(+), 7 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index d0b37fefb..a0d142dee 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -866,12 +866,6 @@ class FreqtradeBot:
 
             trade_state_update = self.update_trade_state(trade, order)
 
-            # Check if trade is still actually open
-            # TODO: this seems questionable at best
-            # if float(order.get('remaining', 0.0)) == 0.0:
-            #     self.wallets.update()
-            #     continue
-
             if (order['side'] == 'buy' and (
                     trade_state_update
                     or self._check_timed_out('buy', order))):
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 4a633e0d8..9fb545b15 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2276,7 +2276,8 @@ def test_handle_timedout_limit_sell(mocker, default_conf) -> None:
     assert freqtrade.handle_timedout_limit_sell(trade, order)
     assert cancel_order_mock.call_count == 1
     order['amount'] = 2
-    assert freqtrade.handle_timedout_limit_sell(trade, order) == 'partially filled - keeping order open'
+    assert (freqtrade.handle_timedout_limit_sell(trade, order)
+            == 'partially filled - keeping order open')
     # Assert cancel_order was not called (callcount remains unchanged)
     assert cancel_order_mock.call_count == 1
 

From 3ef568029f48a55dc22b64d4ea904da75d50b2d3 Mon Sep 17 00:00:00 2001
From: orehunt <basso.bassista@gmail.com>
Date: Thu, 26 Mar 2020 07:05:30 +0100
Subject: [PATCH 0813/1106] different exception messages

---
 freqtrade/strategy/interface.py | 19 ++++++++++++++-----
 1 file changed, 14 insertions(+), 5 deletions(-)

diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index 530cd0af4..4f833be23 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -16,6 +16,7 @@ from freqtrade.data.dataprovider import DataProvider
 from freqtrade.exchange import timeframe_to_minutes
 from freqtrade.persistence import Trade
 from freqtrade.wallets import Wallets
+from freqtrade.exceptions import DependencyException
 
 
 logger = logging.getLogger(__name__)
@@ -242,15 +243,23 @@ class IStrategy(ABC):
         return dataframe
 
     @staticmethod
-    def preserve_df(d: DataFrame) -> Tuple[int, float, datetime]:
+    def preserve_df(dataframe: DataFrame) -> Tuple[int, float, datetime]:
         """ keep some data for dataframes """
-        return len(d), d["close"].iloc[-1], d["date"].iloc[-1]
+        return len(dataframe), dataframe["close"].iloc[-1], dataframe["date"].iloc[-1]
 
     @staticmethod
-    def assert_df(d: DataFrame, df_len: int, df_close: float, df_date: datetime):
+    def assert_df(dataframe: DataFrame, df_len: int, df_close: float, df_date: datetime):
         """ make sure data is unmodified """
-        if df_len != len(d) or df_close != d["close"].iloc[-1] or df_date != d["date"].iloc[-1]:
-            raise Exception("Dataframe returned from strategy does not match original")
+        message = ""
+        if df_len != len(dataframe):
+            message = "length"
+        elif df_close != dataframe["close"].iloc[-1]:
+            message = "last close price"
+        elif df_date != dataframe["date"].iloc[-1]:
+            message = "last date"
+        if message:
+            raise DependencyException("Dataframe returned from strategy has mismatching "
+                                      f"{message}.")
 
     def get_signal(self, pair: str, interval: str, dataframe: DataFrame) -> Tuple[bool, bool]:
         """

From 78aa65825550726142ca154b9b0c4427fac283c1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 29 Mar 2020 11:27:40 +0200
Subject: [PATCH 0814/1106] Remove unnecessary test (it's a copy of the
 remaining test)

---
 tests/strategy/test_interface.py | 38 ++++++++++++++++++--------------
 1 file changed, 22 insertions(+), 16 deletions(-)

diff --git a/tests/strategy/test_interface.py b/tests/strategy/test_interface.py
index 949dda4a0..4e8d8f708 100644
--- a/tests/strategy/test_interface.py
+++ b/tests/strategy/test_interface.py
@@ -17,33 +17,36 @@ from tests.conftest import get_patched_exchange, log_has
 _STRATEGY = DefaultStrategy(config={})
 
 
-def test_returns_latest_buy_signal(mocker, default_conf, ohlcv_history):
-    mocker.patch.object(
-        _STRATEGY, '_analyze_ticker_internal',
-        return_value=DataFrame([{'buy': 1, 'sell': 0, 'date': arrow.utcnow()}])
-    )
-    assert _STRATEGY.get_signal('ETH/BTC', '5m', ohlcv_history) == (True, False)
+def test_returns_latest_signal(mocker, default_conf, ohlcv_history):
+    ohlcv_history.loc[1, 'date'] = arrow.utcnow()
+    # Take a copy to correctly modify the call
+    mocked_history = ohlcv_history.copy()
+    mocked_history['sell'] = 0
+    mocked_history['buy'] = 0
+    mocked_history.loc[1, 'sell'] = 1
 
     mocker.patch.object(
         _STRATEGY, '_analyze_ticker_internal',
-        return_value=DataFrame([{'buy': 0, 'sell': 1, 'date': arrow.utcnow()}])
-    )
-    assert _STRATEGY.get_signal('ETH/BTC', '5m', ohlcv_history) == (False, True)
-
-
-def test_returns_latest_sell_signal(mocker, default_conf, ohlcv_history):
-    mocker.patch.object(
-        _STRATEGY, '_analyze_ticker_internal',
-        return_value=DataFrame([{'sell': 1, 'buy': 0, 'date': arrow.utcnow()}])
+        return_value=mocked_history
     )
 
     assert _STRATEGY.get_signal('ETH/BTC', '5m', ohlcv_history) == (False, True)
+    mocked_history.loc[1, 'sell'] = 0
+    mocked_history.loc[1, 'buy'] = 1
 
     mocker.patch.object(
         _STRATEGY, '_analyze_ticker_internal',
-        return_value=DataFrame([{'sell': 0, 'buy': 1, 'date': arrow.utcnow()}])
+        return_value=mocked_history
     )
     assert _STRATEGY.get_signal('ETH/BTC', '5m', ohlcv_history) == (True, False)
+    mocked_history.loc[1, 'sell'] = 0
+    mocked_history.loc[1, 'buy'] = 0
+
+    mocker.patch.object(
+        _STRATEGY, '_analyze_ticker_internal',
+        return_value=mocked_history
+    )
+    assert _STRATEGY.get_signal('ETH/BTC', '5m', ohlcv_history) == (False, False)
 
 
 def test_get_signal_empty(default_conf, mocker, caplog):
@@ -74,6 +77,8 @@ def test_get_signal_empty_dataframe(default_conf, mocker, caplog, ohlcv_history)
         _STRATEGY, '_analyze_ticker_internal',
         return_value=DataFrame([])
     )
+    mocker.patch.object(_STRATEGY, 'assert_df')
+
     assert (False, False) == _STRATEGY.get_signal('xyz', default_conf['ticker_interval'],
                                                   ohlcv_history)
     assert log_has('Empty dataframe for pair xyz', caplog)
@@ -89,6 +94,7 @@ def test_get_signal_old_dataframe(default_conf, mocker, caplog, ohlcv_history):
         _STRATEGY, '_analyze_ticker_internal',
         return_value=DataFrame(ticks)
     )
+    mocker.patch.object(_STRATEGY, 'assert_df')
     assert (False, False) == _STRATEGY.get_signal('xyz', default_conf['ticker_interval'],
                                                   ohlcv_history)
     assert log_has('Outdated history for pair xyz. Last tick is 16 minutes old', caplog)

From 0887a0212c73816e3ae68c7ca7f7a4cb09a3f192 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 29 Mar 2020 11:29:31 +0200
Subject: [PATCH 0815/1106] Adjust tests to pass validation

---
 tests/strategy/test_interface.py | 13 +++++++++----
 1 file changed, 9 insertions(+), 4 deletions(-)

diff --git a/tests/strategy/test_interface.py b/tests/strategy/test_interface.py
index 4e8d8f708..be8750c3c 100644
--- a/tests/strategy/test_interface.py
+++ b/tests/strategy/test_interface.py
@@ -85,14 +85,19 @@ def test_get_signal_empty_dataframe(default_conf, mocker, caplog, ohlcv_history)
 
 
 def test_get_signal_old_dataframe(default_conf, mocker, caplog, ohlcv_history):
-    caplog.set_level(logging.INFO)
     # default_conf defines a 5m interval. we check interval * 2 + 5m
     # this is necessary as the last candle is removed (partial candles) by default
-    oldtime = arrow.utcnow().shift(minutes=-16)
-    ticks = DataFrame([{'buy': 1, 'date': oldtime}])
+    ohlcv_history.loc[1, 'date'] = arrow.utcnow().shift(minutes=-16)
+    # Take a copy to correctly modify the call
+    mocked_history = ohlcv_history.copy()
+    mocked_history['sell'] = 0
+    mocked_history['buy'] = 0
+    mocked_history.loc[1, 'buy'] = 1
+
+    caplog.set_level(logging.INFO)
     mocker.patch.object(
         _STRATEGY, '_analyze_ticker_internal',
-        return_value=DataFrame(ticks)
+        return_value=mocked_history
     )
     mocker.patch.object(_STRATEGY, 'assert_df')
     assert (False, False) == _STRATEGY.get_signal('xyz', default_conf['ticker_interval'],

From cd2e738e351ae2e84d144009291c5346848f029b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 29 Mar 2020 11:40:13 +0200
Subject: [PATCH 0816/1106] Add test for assert error

---
 freqtrade/strategy/interface.py  | 11 ++++++-----
 tests/strategy/test_interface.py | 21 +++++++++++++++++++++
 2 files changed, 27 insertions(+), 5 deletions(-)

diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index 4f833be23..89a38bf54 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -279,11 +279,12 @@ class IStrategy(ABC):
             dataframe = self._analyze_ticker_internal(dataframe, {'pair': pair})
             self.assert_df(dataframe, df_len, df_close, df_date)
         except ValueError as error:
-            logger.warning(
-                'Unable to analyze candle (OHLCV) data for pair %s: %s',
-                pair,
-                str(error)
-            )
+            logger.warning('Unable to analyze candle (OHLCV) data for pair %s: %s',
+                           pair, str(error))
+            return False, False
+        except DependencyException as error:
+            logger.warning("Unable to analyze candle (OHLCV) data for pair %s: %s",
+                           pair, str(error))
             return False, False
         except Exception as error:
             logger.exception(
diff --git a/tests/strategy/test_interface.py b/tests/strategy/test_interface.py
index be8750c3c..1f496a01b 100644
--- a/tests/strategy/test_interface.py
+++ b/tests/strategy/test_interface.py
@@ -6,6 +6,7 @@ from unittest.mock import MagicMock
 import arrow
 from pandas import DataFrame
 
+from freqtrade.exceptions import DependencyException
 from freqtrade.configuration import TimeRange
 from freqtrade.data.history import load_data
 from freqtrade.persistence import Trade
@@ -105,6 +106,26 @@ def test_get_signal_old_dataframe(default_conf, mocker, caplog, ohlcv_history):
     assert log_has('Outdated history for pair xyz. Last tick is 16 minutes old', caplog)
 
 
+def test_assert_df_raise(default_conf, mocker, caplog, ohlcv_history):
+    # default_conf defines a 5m interval. we check interval * 2 + 5m
+    # this is necessary as the last candle is removed (partial candles) by default
+    ohlcv_history.loc[1, 'date'] = arrow.utcnow().shift(minutes=-16)
+    # Take a copy to correctly modify the call
+    mocked_history = ohlcv_history.copy()
+    mocked_history['sell'] = 0
+    mocked_history['buy'] = 0
+    mocked_history.loc[1, 'buy'] = 1
+
+    caplog.set_level(logging.INFO)
+    mocker.patch.object(
+        _STRATEGY, 'assert_df',
+        side_effect=DependencyException('Dataframe returned...')
+    )
+    assert (False, False) == _STRATEGY.get_signal('xyz', default_conf['ticker_interval'],
+                                                  ohlcv_history)
+    assert log_has('Unable to analyze candle (OHLCV) data for pair xyz: Dataframe returned...', caplog)
+
+
 def test_get_signal_handles_exceptions(mocker, default_conf):
     exchange = get_patched_exchange(mocker, default_conf)
     mocker.patch.object(

From 83cc121b706efe6e364885f24778255e9c0eb60a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 29 Mar 2020 11:44:36 +0200
Subject: [PATCH 0817/1106] Add tsts for assert_df (ensuring it raises when it
 should)

---
 tests/strategy/test_interface.py | 28 +++++++++++++++++++++++++---
 1 file changed, 25 insertions(+), 3 deletions(-)

diff --git a/tests/strategy/test_interface.py b/tests/strategy/test_interface.py
index 1f496a01b..8bc399f42 100644
--- a/tests/strategy/test_interface.py
+++ b/tests/strategy/test_interface.py
@@ -4,16 +4,18 @@ import logging
 from unittest.mock import MagicMock
 
 import arrow
+import pytest
 from pandas import DataFrame
 
-from freqtrade.exceptions import DependencyException
 from freqtrade.configuration import TimeRange
 from freqtrade.data.history import load_data
+from freqtrade.exceptions import DependencyException
 from freqtrade.persistence import Trade
 from freqtrade.resolvers import StrategyResolver
-from .strats.default_strategy import DefaultStrategy
 from tests.conftest import get_patched_exchange, log_has
 
+from .strats.default_strategy import DefaultStrategy
+
 # Avoid to reinit the same object again and again
 _STRATEGY = DefaultStrategy(config={})
 
@@ -123,7 +125,27 @@ def test_assert_df_raise(default_conf, mocker, caplog, ohlcv_history):
     )
     assert (False, False) == _STRATEGY.get_signal('xyz', default_conf['ticker_interval'],
                                                   ohlcv_history)
-    assert log_has('Unable to analyze candle (OHLCV) data for pair xyz: Dataframe returned...', caplog)
+    assert log_has('Unable to analyze candle (OHLCV) data for pair xyz: Dataframe returned...',
+                   caplog)
+
+
+def test_assert_df(default_conf, mocker, ohlcv_history):
+    # Ensure it's running when passed correctly
+    _STRATEGY.assert_df(ohlcv_history, len(ohlcv_history),
+                        ohlcv_history.loc[1, 'close'], ohlcv_history.loc[1, 'date'])
+
+    with pytest.raises(DependencyException, match=r"Dataframe returned from strategy.*length\."):
+        _STRATEGY.assert_df(ohlcv_history, len(ohlcv_history) + 1,
+                            ohlcv_history.loc[1, 'close'], ohlcv_history.loc[1, 'date'])
+
+    with pytest.raises(DependencyException,
+                       match=r"Dataframe returned from strategy.*last close price\."):
+        _STRATEGY.assert_df(ohlcv_history, len(ohlcv_history),
+                            ohlcv_history.loc[1, 'close'] + 0.01, ohlcv_history.loc[1, 'date'])
+    with pytest.raises(DependencyException,
+                       match=r"Dataframe returned from strategy.*last date\."):
+        _STRATEGY.assert_df(ohlcv_history, len(ohlcv_history),
+                            ohlcv_history.loc[1, 'close'], ohlcv_history.loc[0, 'date'])
 
 
 def test_get_signal_handles_exceptions(mocker, default_conf):

From a5d00ce7176a78058cb9af3d091a51902fa5b764 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 30 Mar 2020 07:56:17 +0200
Subject: [PATCH 0818/1106] Remove defaultstrategy occurance from docs

---
 docs/bot-usage.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/bot-usage.md b/docs/bot-usage.md
index 78e137676..60cacfb94 100644
--- a/docs/bot-usage.md
+++ b/docs/bot-usage.md
@@ -145,9 +145,9 @@ It is recommended to use version control to keep track of changes to your strate
 
 This parameter will allow you to load your custom strategy class.
 Per default without `--strategy` or `-s` the bot will load the
-`DefaultStrategy` included with the bot (`freqtrade/strategy/default_strategy.py`).
+`SampleStrategy` installed by the `create-userdir` subcommand (usually `user_data/strategy/sample_strategy.py`).
 
-The bot will search your strategy file within `user_data/strategies` and `freqtrade/strategy`.
+The bot will search your strategy file within `user_data/strategies`.
 
 To load a strategy, simply pass the class name (e.g.: `CustomStrategy`) in this parameter.
 

From f1b92e2569f8db26fb092ad3e579d94542d28f01 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 30 Mar 2020 08:11:38 +0200
Subject: [PATCH 0819/1106] Improve wording of documentation

---
 docs/bot-usage.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/bot-usage.md b/docs/bot-usage.md
index 60cacfb94..b1649374a 100644
--- a/docs/bot-usage.md
+++ b/docs/bot-usage.md
@@ -144,10 +144,10 @@ It is recommended to use version control to keep track of changes to your strate
 ### How to use **--strategy**?
 
 This parameter will allow you to load your custom strategy class.
-Per default without `--strategy` or `-s` the bot will load the
-`SampleStrategy` installed by the `create-userdir` subcommand (usually `user_data/strategy/sample_strategy.py`).
+To test the bot installation, you can use the `SampleStrategy` installed by the `create-userdir` subcommand (usually `user_data/strategy/sample_strategy.py`).
 
 The bot will search your strategy file within `user_data/strategies`.
+To use other directories, please read the next section about `--strategy-path`.
 
 To load a strategy, simply pass the class name (e.g.: `CustomStrategy`) in this parameter.
 

From 7e1719cfc71b0e4a26cf3922b6b279a78c4bd326 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 30 Mar 2020 08:56:50 +0000
Subject: [PATCH 0820/1106] Bump prompt-toolkit from 3.0.4 to 3.0.5

Bumps [prompt-toolkit](https://github.com/prompt-toolkit/python-prompt-toolkit) from 3.0.4 to 3.0.5.
- [Release notes](https://github.com/prompt-toolkit/python-prompt-toolkit/releases)
- [Changelog](https://github.com/prompt-toolkit/python-prompt-toolkit/blob/master/CHANGELOG)
- [Commits](https://github.com/prompt-toolkit/python-prompt-toolkit/compare/3.0.4...3.0.5)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index e490c8927..c3ae57c72 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -30,4 +30,4 @@ flask==1.1.1
 colorama==0.4.3
 # Building config files interactively
 questionary==1.5.1
-prompt-toolkit==3.0.4
+prompt-toolkit==3.0.5

From 7e60e0549afd5a20c8d10178baa33ab89ae72d02 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 30 Mar 2020 08:57:16 +0000
Subject: [PATCH 0821/1106] Bump flake8-tidy-imports from 4.0.0 to 4.1.0

Bumps [flake8-tidy-imports](https://github.com/adamchainz/flake8-tidy-imports) from 4.0.0 to 4.1.0.
- [Release notes](https://github.com/adamchainz/flake8-tidy-imports/releases)
- [Changelog](https://github.com/adamchainz/flake8-tidy-imports/blob/master/HISTORY.rst)
- [Commits](https://github.com/adamchainz/flake8-tidy-imports/compare/4.0.0...4.1.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index a4d83eb4f..01f189c56 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -6,7 +6,7 @@
 coveralls==1.11.1
 flake8==3.7.9
 flake8-type-annotations==0.1.0
-flake8-tidy-imports==4.0.0
+flake8-tidy-imports==4.1.0
 mypy==0.770
 pytest==5.4.1
 pytest-asyncio==0.10.0

From 2de10d4c5665e6183f2d9d72f035f20288beb1af Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 30 Mar 2020 08:58:21 +0000
Subject: [PATCH 0822/1106] Bump ccxt from 1.24.83 to 1.25.38

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.24.83 to 1.25.38.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/doc/exchanges-by-country.rst)
- [Commits](https://github.com/ccxt/ccxt/compare/1.24.83...1.25.38)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index e490c8927..54a738e06 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.24.83
+ccxt==1.25.38
 SQLAlchemy==1.3.15
 python-telegram-bot==12.4.2
 arrow==0.15.5

From d8d6fe3574ae73f8867233fc7f6daeb9cb03a3ec Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 30 Mar 2020 08:58:54 +0000
Subject: [PATCH 0823/1106] Bump python-telegram-bot from 12.4.2 to 12.5

Bumps [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) from 12.4.2 to 12.5.
- [Release notes](https://github.com/python-telegram-bot/python-telegram-bot/releases)
- [Changelog](https://github.com/python-telegram-bot/python-telegram-bot/blob/master/CHANGES.rst)
- [Commits](https://github.com/python-telegram-bot/python-telegram-bot/compare/v12.4.2...v12.5)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index e490c8927..57617697f 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -2,7 +2,7 @@
 # mainly used for Raspberry pi installs
 ccxt==1.24.83
 SQLAlchemy==1.3.15
-python-telegram-bot==12.4.2
+python-telegram-bot==12.5
 arrow==0.15.5
 cachetools==4.0.0
 requests==2.23.0

From 54d20cb81c90f567924e4a41a6aabeb19a46b288 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 30 Mar 2020 20:08:07 +0200
Subject: [PATCH 0824/1106] Plot percent correctly

---
 freqtrade/plot/plotting.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index fc8f25612..fac3aa2a3 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -136,8 +136,8 @@ def add_max_drawdown(fig, row, trades: pd.DataFrame, df_comb: pd.DataFrame) -> m
                 df_comb.loc[lowdate, 'cum_profit'],
             ],
             mode='markers',
-            name=f"Max drawdown {max_drawdown:.2f}%",
-            text=f"Max drawdown {max_drawdown:.2f}%",
+            name=f"Max drawdown {max_drawdown * 100:.2f}%",
+            text=f"Max drawdown {max_drawdown * 100:.2f}%",
             marker=dict(
                 symbol='square-open',
                 size=9,

From 45fb4d25abf06484c8a0020102fd9786826eaa8b Mon Sep 17 00:00:00 2001
From: orehunt <basso.bassista@gmail.com>
Date: Tue, 31 Mar 2020 18:47:53 +0200
Subject: [PATCH 0825/1106] use equality instead of index for row lookups

---
 freqtrade/plot/plotting.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index fc8f25612..b311c591a 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -132,8 +132,8 @@ def add_max_drawdown(fig, row, trades: pd.DataFrame, df_comb: pd.DataFrame) -> m
         drawdown = go.Scatter(
             x=[highdate, lowdate],
             y=[
-                df_comb.loc[highdate, 'cum_profit'],
-                df_comb.loc[lowdate, 'cum_profit'],
+                df_comb.loc[df_comb.index == highdate, 'cum_profit'],
+                df_comb.loc[df_comb.index == lowdate, 'cum_profit'],
             ],
             mode='markers',
             name=f"Max drawdown {max_drawdown:.2f}%",

From 8bfbbac74889095d6c6c9c97e443fbc50391fa3f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 31 Mar 2020 07:18:13 +0200
Subject: [PATCH 0826/1106] Add default trades columns

---
 freqtrade/constants.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 54f620631..0a35ab1fe 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -24,6 +24,7 @@ AVAILABLE_DATAHANDLERS = ['json', 'jsongz']
 DRY_RUN_WALLET = 1000
 MATH_CLOSE_PREC = 1e-14  # Precision used for float comparisons
 DEFAULT_DATAFRAME_COLUMNS = ['date', 'open', 'high', 'low', 'close', 'volume']
+DEFAULT_TRADES_COLUMNS = ['timestamp', 'type', 'side', 'price', 'amount', 'cost']
 
 USERPATH_HYPEROPTS = 'hyperopts'
 USERPATH_STRATEGIES = 'strategies'

From 1659ddcc5dc44fc00ef41b74f92302fa4d03e093 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 31 Mar 2020 20:12:01 +0200
Subject: [PATCH 0827/1106] Add conversion function from fetch_trades to list

---
 freqtrade/constants.py       |  4 +++-
 freqtrade/data/converter.py  | 16 ++++++++++---
 tests/conftest.py            | 44 ++++++++++++++++++++++++++++++++++++
 tests/data/test_converter.py | 23 +++++++++++++++----
 4 files changed, 78 insertions(+), 9 deletions(-)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 0a35ab1fe..34e1c63f1 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -24,7 +24,9 @@ AVAILABLE_DATAHANDLERS = ['json', 'jsongz']
 DRY_RUN_WALLET = 1000
 MATH_CLOSE_PREC = 1e-14  # Precision used for float comparisons
 DEFAULT_DATAFRAME_COLUMNS = ['date', 'open', 'high', 'low', 'close', 'volume']
-DEFAULT_TRADES_COLUMNS = ['timestamp', 'type', 'side', 'price', 'amount', 'cost']
+# Don't modify sequence of DEFAULT_TRADES_COLUMNS
+# it has wide consequences for stored trades files
+DEFAULT_TRADES_COLUMNS = ['timestamp', 'id', 'type', 'side', 'price', 'amount', 'cost']
 
 USERPATH_HYPEROPTS = 'hyperopts'
 USERPATH_STRATEGIES = 'strategies'
diff --git a/freqtrade/data/converter.py b/freqtrade/data/converter.py
index 77371bf27..7abd0453f 100644
--- a/freqtrade/data/converter.py
+++ b/freqtrade/data/converter.py
@@ -3,12 +3,13 @@ Functions to convert data from one format to another
 """
 import logging
 from datetime import datetime, timezone
-from typing import Any, Dict
+from typing import Any, Dict, List
 
 import pandas as pd
 from pandas import DataFrame, to_datetime
 
-from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS
+from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS, DEFAULT_TRADES_COLUMNS
+
 
 logger = logging.getLogger(__name__)
 
@@ -154,7 +155,16 @@ def order_book_to_dataframe(bids: list, asks: list) -> DataFrame:
     return frame
 
 
-def trades_to_ohlcv(trades: list, timeframe: str) -> DataFrame:
+def trades_dict_to_list(trades: List[Dict]) -> List[List]:
+    """
+    Convert fetch_trades result into a List (to be more memory efficient).
+    :param trades: List of trades, as returned by ccxt.fetch_trades.
+    :return: List of Lists, with constants.DEFAULT_TRADES_COLUMNS as columns
+    """
+    return [[t[col] for col in DEFAULT_TRADES_COLUMNS]for t in trades]
+
+
+def trades_to_ohlcv(trades: List, timeframe: str) -> DataFrame:
     """
     Converts trades list to OHLCV list
     TODO: This should get a dedicated test
diff --git a/tests/conftest.py b/tests/conftest.py
index 64d0cd5ee..72f9bfe46 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1391,6 +1391,50 @@ def buy_order_fee():
     }
 
 
+@pytest.fixture
+def fetch_trades_result():
+    return [{'info': {'a': 153942751,
+                      'p': '0.02059000',
+                      'q': '6.95500000',
+                      'f': 170811204,
+                      'l': 170811204,
+                      'T': 1585670882666,
+                      'm': True,
+                      'M': True},
+             'timestamp': 1585670882666,
+             'datetime': '2020-03-31T16:08:02.666Z',
+             'symbol': 'ETH/BTC',
+             'id': '153942751',
+             'order': None,
+             'type': None,
+             'takerOrMaker': None,
+             'side': 'sell',
+             'price': 0.02059,
+             'amount': 6.955,
+             'cost': 0.14320345,
+             'fee': None},
+            {'info': {'a': 153942752,
+                      'p': '0.02059100',
+                      'q': '0.04900000',
+                      'f': 170811205,
+                      'l': 170811205,
+                      'T': 1585670889154,
+                      'm': False,
+                      'M': True},
+             'timestamp': 1585670889154,
+             'datetime': '2020-03-31T16:08:09.154Z',
+             'symbol': 'ETH/BTC',
+             'id': '153942752',
+             'order': None,
+             'type': None,
+             'takerOrMaker': None,
+             'side': 'buy',
+             'price': 0.020591,
+             'amount': 0.049,
+             'cost': 0.001008959,
+             'fee': None}]
+
+
 @pytest.fixture(scope="function")
 def edge_conf(default_conf):
     conf = deepcopy(default_conf)
diff --git a/tests/data/test_converter.py b/tests/data/test_converter.py
index 7dff520e0..1f7837e46 100644
--- a/tests/data/test_converter.py
+++ b/tests/data/test_converter.py
@@ -5,12 +5,10 @@ from freqtrade.configuration.timerange import TimeRange
 from freqtrade.data.converter import (convert_ohlcv_format,
                                       convert_trades_format,
                                       ohlcv_fill_up_missing_data,
-                                      ohlcv_to_dataframe,
+                                      ohlcv_to_dataframe, trades_dict_to_list,
                                       trim_dataframe)
-from freqtrade.data.history import (get_timerange,
-                                    load_data,
-                                    load_pair_history,
-                                    validate_backtest_data)
+from freqtrade.data.history import (get_timerange, load_data,
+                                    load_pair_history, validate_backtest_data)
 from tests.conftest import log_has
 from tests.data.test_history import _backup_file, _clean_test_file
 
@@ -197,6 +195,21 @@ def test_trim_dataframe(testdatadir) -> None:
     assert all(data_modify.iloc[0] == data.iloc[25])
 
 
+def test_trades_dict_to_list(mocker, fetch_trades_result):
+    res = trades_dict_to_list(fetch_trades_result)
+    assert isinstance(res, list)
+    assert isinstance(res[0], list)
+    for i, t in enumerate(res):
+        assert t[0] == fetch_trades_result[i]['timestamp']
+        assert t[1] == fetch_trades_result[i]['id']
+        assert t[2] == fetch_trades_result[i]['type']
+        assert t[3] == fetch_trades_result[i]['side']
+        assert t[4] == fetch_trades_result[i]['price']
+        assert t[5] == fetch_trades_result[i]['amount']
+        assert t[6] == fetch_trades_result[i]['cost']
+
+
+
 def test_convert_trades_format(mocker, default_conf, testdatadir):
     file = testdatadir / "XRP_ETH-trades.json.gz"
     file_new = testdatadir / "XRP_ETH-trades.json"

From d76bb1ccf4eedbb0da4f2d0077bb264f26338ed8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 31 Mar 2020 20:20:10 +0200
Subject: [PATCH 0828/1106] Use List of Lists instead of list of Dicts for
 trades data

---
 freqtrade/data/history/history_utils.py   | 14 +++++----
 freqtrade/data/history/idatahandler.py    | 17 +++++++----
 freqtrade/data/history/jsondatahandler.py | 26 ++++++++++++-----
 freqtrade/exchange/exchange.py            | 35 ++++++++++++-----------
 4 files changed, 58 insertions(+), 34 deletions(-)

diff --git a/freqtrade/data/history/history_utils.py b/freqtrade/data/history/history_utils.py
index 89d29d33b..86d90f8aa 100644
--- a/freqtrade/data/history/history_utils.py
+++ b/freqtrade/data/history/history_utils.py
@@ -261,10 +261,14 @@ def _download_trades_history(exchange: Exchange,
 
         trades = data_handler.trades_load(pair)
 
-        from_id = trades[-1]['id'] if trades else None
+        # TradesList columns are defined in constants.DEFAULT_TRADES_COLUMNS
+        # DEFAULT_TRADES_COLUMNS: 0 -> timestamp
+        # DEFAULT_TRADES_COLUMNS: 1 -> id
+        from_id = trades[-1][1] if trades else None
 
-        logger.debug("Current Start: %s", trades[0]['datetime'] if trades else 'None')
-        logger.debug("Current End: %s", trades[-1]['datetime'] if trades else 'None')
+        logger.debug("Current Start: %s", trades[0][0] if trades else 'None')
+        logger.debug("Current End: %s", trades[-1][0] if trades else 'None')
+        logger.info(f"Current Amount of trades: {len(trades)}")
 
         # Default since_ms to 30 days if nothing is given
         new_trades = exchange.get_historic_trades(pair=pair,
@@ -276,8 +280,8 @@ def _download_trades_history(exchange: Exchange,
         trades.extend(new_trades[1])
         data_handler.trades_store(pair, data=trades)
 
-        logger.debug("New Start: %s", trades[0]['datetime'])
-        logger.debug("New End: %s", trades[-1]['datetime'])
+        logger.debug("New Start: %s", trades[0][0])
+        logger.debug("New End: %s", trades[-1][0])
         logger.info(f"New Amount of trades: {len(trades)}")
         return True
 
diff --git a/freqtrade/data/history/idatahandler.py b/freqtrade/data/history/idatahandler.py
index 1bb4d5971..4663c29ac 100644
--- a/freqtrade/data/history/idatahandler.py
+++ b/freqtrade/data/history/idatahandler.py
@@ -8,7 +8,7 @@ from abc import ABC, abstractclassmethod, abstractmethod
 from copy import deepcopy
 from datetime import datetime, timezone
 from pathlib import Path
-from typing import Dict, List, Optional, Type
+from typing import List, Optional, Type
 
 from pandas import DataFrame
 
@@ -18,6 +18,9 @@ from freqtrade.exchange import timeframe_to_seconds
 
 logger = logging.getLogger(__name__)
 
+# Type for trades list
+TradeList = List[List]
+
 
 class IDataHandler(ABC):
 
@@ -89,23 +92,25 @@ class IDataHandler(ABC):
         """
 
     @abstractmethod
-    def trades_store(self, pair: str, data: List[Dict]) -> None:
+    def trades_store(self, pair: str, data: TradeList) -> None:
         """
         Store trades data (list of Dicts) to file
         :param pair: Pair - used for filename
-        :param data: List of Dicts containing trade data
+        :param data: List of Lists containing trade data,
+                     column sequence as in DEFAULT_TRADES_COLUMNS
         """
 
     @abstractmethod
-    def trades_append(self, pair: str, data: List[Dict]):
+    def trades_append(self, pair: str, data: TradeList):
         """
         Append data to existing files
         :param pair: Pair - used for filename
-        :param data: List of Dicts containing trade data
+        :param data: List of Lists containing trade data,
+                     column sequence as in DEFAULT_TRADES_COLUMNS
         """
 
     @abstractmethod
-    def trades_load(self, pair: str, timerange: Optional[TimeRange] = None) -> List[Dict]:
+    def trades_load(self, pair: str, timerange: Optional[TimeRange] = None) -> TradeList:
         """
         Load a pair from file, either .json.gz or .json
         :param pair: Load trades for this pair
diff --git a/freqtrade/data/history/jsondatahandler.py b/freqtrade/data/history/jsondatahandler.py
index 363b03958..d4aa21a1d 100644
--- a/freqtrade/data/history/jsondatahandler.py
+++ b/freqtrade/data/history/jsondatahandler.py
@@ -1,6 +1,7 @@
+import logging
 import re
 from pathlib import Path
-from typing import Dict, List, Optional
+from typing import List, Optional
 
 import numpy as np
 from pandas import DataFrame, read_json, to_datetime
@@ -8,8 +9,11 @@ from pandas import DataFrame, read_json, to_datetime
 from freqtrade import misc
 from freqtrade.configuration import TimeRange
 from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS
+from freqtrade.converter import trades_dict_to_list
 
-from .idatahandler import IDataHandler
+from .idatahandler import IDataHandler, TradeList
+
+logger = logging.getLogger(__name__)
 
 
 class JsonDataHandler(IDataHandler):
@@ -113,24 +117,26 @@ class JsonDataHandler(IDataHandler):
         # Check if regex found something and only return these results to avoid exceptions.
         return [match[0].replace('_', '/') for match in _tmp if match]
 
-    def trades_store(self, pair: str, data: List[Dict]) -> None:
+    def trades_store(self, pair: str, data: TradeList) -> None:
         """
         Store trades data (list of Dicts) to file
         :param pair: Pair - used for filename
-        :param data: List of Dicts containing trade data
+        :param data: List of Lists containing trade data,
+                     column sequence as in DEFAULT_TRADES_COLUMNS
         """
         filename = self._pair_trades_filename(self._datadir, pair)
         misc.file_dump_json(filename, data, is_zip=self._use_zip)
 
-    def trades_append(self, pair: str, data: List[Dict]):
+    def trades_append(self, pair: str, data: TradeList):
         """
         Append data to existing files
         :param pair: Pair - used for filename
-        :param data: List of Dicts containing trade data
+        :param data: List of Lists containing trade data,
+                     column sequence as in DEFAULT_TRADES_COLUMNS
         """
         raise NotImplementedError()
 
-    def trades_load(self, pair: str, timerange: Optional[TimeRange] = None) -> List[Dict]:
+    def trades_load(self, pair: str, timerange: Optional[TimeRange] = None) -> TradeList:
         """
         Load a pair from file, either .json.gz or .json
         # TODO: respect timerange ...
@@ -140,9 +146,15 @@ class JsonDataHandler(IDataHandler):
         """
         filename = self._pair_trades_filename(self._datadir, pair)
         tradesdata = misc.file_load_json(filename)
+
         if not tradesdata:
             return []
 
+        if isinstance(tradesdata[0], dict):
+            # Convert trades dict to list
+            logger.info("Old trades format detected - converting")
+            tradesdata = trades_dict_to_list(tradesdata)
+            pass
         return tradesdata
 
     def trades_purge(self, pair: str) -> bool:
diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index f4c94a1ca..da23b290c 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -18,13 +18,12 @@ from ccxt.base.decimal_to_precision import (ROUND_DOWN, ROUND_UP, TICK_SIZE,
                                             TRUNCATE, decimal_to_precision)
 from pandas import DataFrame
 
-from freqtrade.data.converter import ohlcv_to_dataframe
+from freqtrade.data.converter import ohlcv_to_dataframe, trades_dict_to_list
 from freqtrade.exceptions import (DependencyException, InvalidOrderException,
                                   OperationalException, TemporaryError)
 from freqtrade.exchange.common import BAD_EXCHANGES, retrier, retrier_async
 from freqtrade.misc import deep_merge_dicts
 
-
 CcxtModuleType = Any
 
 
@@ -758,7 +757,7 @@ class Exchange:
     @retrier_async
     async def _async_fetch_trades(self, pair: str,
                                   since: Optional[int] = None,
-                                  params: Optional[dict] = None) -> List[Dict]:
+                                  params: Optional[dict] = None) -> List[List]:
         """
         Asyncronously gets trade history using fetch_trades.
         Handles exchange errors, does one call to the exchange.
@@ -778,7 +777,7 @@ class Exchange:
                     '(' + arrow.get(since // 1000).isoformat() + ') ' if since is not None else ''
                 )
                 trades = await self._api_async.fetch_trades(pair, since=since, limit=1000)
-            return trades
+            return trades_dict_to_list(trades)
         except ccxt.NotSupported as e:
             raise OperationalException(
                 f'Exchange {self._api.name} does not support fetching historical trade data.'
@@ -792,7 +791,7 @@ class Exchange:
     async def _async_get_trade_history_id(self, pair: str,
                                           until: int,
                                           since: Optional[int] = None,
-                                          from_id: Optional[str] = None) -> Tuple[str, List[Dict]]:
+                                          from_id: Optional[str] = None) -> Tuple[str, List[List]]:
         """
         Asyncronously gets trade history using fetch_trades
         use this when exchange uses id-based iteration (check `self._trades_pagination`)
@@ -803,7 +802,7 @@ class Exchange:
         returns tuple: (pair, trades-list)
         """
 
-        trades: List[Dict] = []
+        trades: List[List] = []
 
         if not from_id:
             # Fetch first elements using timebased method to get an ID to paginate on
@@ -812,7 +811,9 @@ class Exchange:
             # e.g. Binance returns the "last 1000" candles within a 1h time interval
             # - so we will miss the first trades.
             t = await self._async_fetch_trades(pair, since=since)
-            from_id = t[-1]['id']
+            # DEFAULT_TRADES_COLUMNS: 0 -> timestamp
+            # DEFAULT_TRADES_COLUMNS: 1 -> id
+            from_id = t[-1][1]
             trades.extend(t[:-1])
         while True:
             t = await self._async_fetch_trades(pair,
@@ -820,21 +821,21 @@ class Exchange:
             if len(t):
                 # Skip last id since its the key for the next call
                 trades.extend(t[:-1])
-                if from_id == t[-1]['id'] or t[-1]['timestamp'] > until:
+                if from_id == t[-1][1] or t[-1][0] > until:
                     logger.debug(f"Stopping because from_id did not change. "
-                                 f"Reached {t[-1]['timestamp']} > {until}")
+                                 f"Reached {t[-1][0]} > {until}")
                     # Reached the end of the defined-download period - add last trade as well.
                     trades.extend(t[-1:])
                     break
 
-                from_id = t[-1]['id']
+                from_id = t[-1][1]
             else:
                 break
 
         return (pair, trades)
 
     async def _async_get_trade_history_time(self, pair: str, until: int,
-                                            since: Optional[int] = None) -> Tuple[str, List]:
+                                            since: Optional[int] = None) -> Tuple[str, List[List]]:
         """
         Asyncronously gets trade history using fetch_trades,
         when the exchange uses time-based iteration (check `self._trades_pagination`)
@@ -844,16 +845,18 @@ class Exchange:
         returns tuple: (pair, trades-list)
         """
 
-        trades: List[Dict] = []
+        trades: List[List] = []
+        # DEFAULT_TRADES_COLUMNS: 0 -> timestamp
+        # DEFAULT_TRADES_COLUMNS: 1 -> id
         while True:
             t = await self._async_fetch_trades(pair, since=since)
             if len(t):
-                since = t[-1]['timestamp']
+                since = t[-1][1]
                 trades.extend(t)
                 # Reached the end of the defined-download period
-                if until and t[-1]['timestamp'] > until:
+                if until and t[-1][0] > until:
                     logger.debug(
-                        f"Stopping because until was reached. {t[-1]['timestamp']} > {until}")
+                        f"Stopping because until was reached. {t[-1][0]} > {until}")
                     break
             else:
                 break
@@ -863,7 +866,7 @@ class Exchange:
     async def _async_get_trade_history(self, pair: str,
                                        since: Optional[int] = None,
                                        until: Optional[int] = None,
-                                       from_id: Optional[str] = None) -> Tuple[str, List[Dict]]:
+                                       from_id: Optional[str] = None) -> Tuple[str, List[List]]:
         """
         Async wrapper handling downloading trades using either time or id based methods.
         """

From bac0eaab039410041f79beabf8f4651db7f562d5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 31 Mar 2020 20:46:42 +0200
Subject: [PATCH 0829/1106] fix convert to ohlcv

---
 freqtrade/data/converter.py               | 7 ++++---
 freqtrade/data/history/history_utils.py   | 4 ++++
 freqtrade/data/history/jsondatahandler.py | 2 +-
 3 files changed, 9 insertions(+), 4 deletions(-)

diff --git a/freqtrade/data/converter.py b/freqtrade/data/converter.py
index 7abd0453f..90db82f74 100644
--- a/freqtrade/data/converter.py
+++ b/freqtrade/data/converter.py
@@ -174,9 +174,10 @@ def trades_to_ohlcv(trades: List, timeframe: str) -> DataFrame:
     """
     from freqtrade.exchange import timeframe_to_minutes
     timeframe_minutes = timeframe_to_minutes(timeframe)
-    df = pd.DataFrame(trades)
-    df['datetime'] = pd.to_datetime(df['datetime'])
-    df = df.set_index('datetime')
+    df = pd.DataFrame(trades, columns=DEFAULT_TRADES_COLUMNS)
+    df['timestamp'] = pd.to_datetime(df['timestamp'], unit='ms',
+                                     utc=True,)
+    df = df.set_index('timestamp')
 
     df_new = df['price'].resample(f'{timeframe_minutes}min').ohlc()
     df_new['volume'] = df['amount'].resample(f'{timeframe_minutes}min').sum()
diff --git a/freqtrade/data/history/history_utils.py b/freqtrade/data/history/history_utils.py
index 86d90f8aa..a7490f17b 100644
--- a/freqtrade/data/history/history_utils.py
+++ b/freqtrade/data/history/history_utils.py
@@ -264,7 +264,11 @@ def _download_trades_history(exchange: Exchange,
         # TradesList columns are defined in constants.DEFAULT_TRADES_COLUMNS
         # DEFAULT_TRADES_COLUMNS: 0 -> timestamp
         # DEFAULT_TRADES_COLUMNS: 1 -> id
+
         from_id = trades[-1][1] if trades else None
+        if trades and since < trades[-1][0]:
+            # Reset since to the last available point
+            since = trades[-1][0]
 
         logger.debug("Current Start: %s", trades[0][0] if trades else 'None')
         logger.debug("Current End: %s", trades[-1][0] if trades else 'None')
diff --git a/freqtrade/data/history/jsondatahandler.py b/freqtrade/data/history/jsondatahandler.py
index d4aa21a1d..50a32603b 100644
--- a/freqtrade/data/history/jsondatahandler.py
+++ b/freqtrade/data/history/jsondatahandler.py
@@ -9,7 +9,7 @@ from pandas import DataFrame, read_json, to_datetime
 from freqtrade import misc
 from freqtrade.configuration import TimeRange
 from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS
-from freqtrade.converter import trades_dict_to_list
+from freqtrade.data.converter import trades_dict_to_list
 
 from .idatahandler import IDataHandler, TradeList
 

From b95e9fe3515a15898326fcac2c6fd16453e4b08e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 1 Apr 2020 06:53:04 +0200
Subject: [PATCH 0830/1106] Fix mocks to return correct things

---
 tests/conftest.py | 52 ++++++++---------------------------------------
 1 file changed, 8 insertions(+), 44 deletions(-)

diff --git a/tests/conftest.py b/tests/conftest.py
index 72f9bfe46..517a11b47 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1227,6 +1227,14 @@ def trades_for_order():
 
 @pytest.fixture(scope="function")
 def trades_history():
+    return [[1565798399463, '126181329', None, 'buy', 0.019627, 0.04, 0.00078508],
+            [1565798399629, '126181330', None, 'buy', 0.019627, 0.244, 0.004788987999999999],
+            [1565798399752, '126181331', None, 'sell', 0.019626, 0.011, 0.00021588599999999999],
+            [1565798399862, '126181332', None, 'sell', 0.019626, 0.011, 0.00021588599999999999],
+            [1565798399872, '126181333', None, 'sell', 0.019626, 0.011, 0.00021588599999999999]]
+
+@pytest.fixture(scope="function")
+def fetch_trades_result():
     return [{'info': {'a': 126181329,
                       'p': '0.01962700',
                       'q': '0.04000000',
@@ -1391,50 +1399,6 @@ def buy_order_fee():
     }
 
 
-@pytest.fixture
-def fetch_trades_result():
-    return [{'info': {'a': 153942751,
-                      'p': '0.02059000',
-                      'q': '6.95500000',
-                      'f': 170811204,
-                      'l': 170811204,
-                      'T': 1585670882666,
-                      'm': True,
-                      'M': True},
-             'timestamp': 1585670882666,
-             'datetime': '2020-03-31T16:08:02.666Z',
-             'symbol': 'ETH/BTC',
-             'id': '153942751',
-             'order': None,
-             'type': None,
-             'takerOrMaker': None,
-             'side': 'sell',
-             'price': 0.02059,
-             'amount': 6.955,
-             'cost': 0.14320345,
-             'fee': None},
-            {'info': {'a': 153942752,
-                      'p': '0.02059100',
-                      'q': '0.04900000',
-                      'f': 170811205,
-                      'l': 170811205,
-                      'T': 1585670889154,
-                      'm': False,
-                      'M': True},
-             'timestamp': 1585670889154,
-             'datetime': '2020-03-31T16:08:09.154Z',
-             'symbol': 'ETH/BTC',
-             'id': '153942752',
-             'order': None,
-             'type': None,
-             'takerOrMaker': None,
-             'side': 'buy',
-             'price': 0.020591,
-             'amount': 0.049,
-             'cost': 0.001008959,
-             'fee': None}]
-
-
 @pytest.fixture(scope="function")
 def edge_conf(default_conf):
     conf = deepcopy(default_conf)

From 59f1a061f733955c3b62c99d40b1c3b7e945f98c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 1 Apr 2020 06:53:58 +0200
Subject: [PATCH 0831/1106] adapt exchange tests to use lists instead of dicts

---
 tests/exchange/test_exchange.py | 42 ++++++++++++++++-----------------
 1 file changed, 21 insertions(+), 21 deletions(-)

diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 8d8930f66..535d1f87f 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -1511,18 +1511,18 @@ async def test___async_get_candle_history_sort(default_conf, mocker, exchange_na
 @pytest.mark.asyncio
 @pytest.mark.parametrize("exchange_name", EXCHANGES)
 async def test__async_fetch_trades(default_conf, mocker, caplog, exchange_name,
-                                   trades_history):
+                                   fetch_trades_result):
 
     caplog.set_level(logging.DEBUG)
     exchange = get_patched_exchange(mocker, default_conf, id=exchange_name)
     # Monkey-patch async function
-    exchange._api_async.fetch_trades = get_mock_coro(trades_history)
+    exchange._api_async.fetch_trades = get_mock_coro(fetch_trades_result)
 
     pair = 'ETH/BTC'
     res = await exchange._async_fetch_trades(pair, since=None, params=None)
     assert type(res) is list
-    assert isinstance(res[0], dict)
-    assert isinstance(res[1], dict)
+    assert isinstance(res[0], list)
+    assert isinstance(res[1], list)
 
     assert exchange._api_async.fetch_trades.call_count == 1
     assert exchange._api_async.fetch_trades.call_args[0][0] == pair
@@ -1568,7 +1568,7 @@ async def test__async_get_trade_history_id(default_conf, mocker, caplog, exchang
         if 'since' in kwargs:
             # Return first 3
             return trades_history[:-2]
-        elif kwargs.get('params', {}).get(pagination_arg) == trades_history[-3]['id']:
+        elif kwargs.get('params', {}).get(pagination_arg) == trades_history[-3][1]:
             # Return 2
             return trades_history[-3:-1]
         else:
@@ -1578,8 +1578,8 @@ async def test__async_get_trade_history_id(default_conf, mocker, caplog, exchang
     exchange._async_fetch_trades = MagicMock(side_effect=mock_get_trade_hist)
 
     pair = 'ETH/BTC'
-    ret = await exchange._async_get_trade_history_id(pair, since=trades_history[0]["timestamp"],
-                                                     until=trades_history[-1]["timestamp"]-1)
+    ret = await exchange._async_get_trade_history_id(pair, since=trades_history[0][0],
+                                                     until=trades_history[-1][0]-1)
     assert type(ret) is tuple
     assert ret[0] == pair
     assert type(ret[1]) is list
@@ -1588,7 +1588,7 @@ async def test__async_get_trade_history_id(default_conf, mocker, caplog, exchang
     fetch_trades_cal = exchange._async_fetch_trades.call_args_list
     # first call (using since, not fromId)
     assert fetch_trades_cal[0][0][0] == pair
-    assert fetch_trades_cal[0][1]['since'] == trades_history[0]["timestamp"]
+    assert fetch_trades_cal[0][1]['since'] == trades_history[0][0]
 
     # 2nd call
     assert fetch_trades_cal[1][0][0] == pair
@@ -1604,7 +1604,7 @@ async def test__async_get_trade_history_time(default_conf, mocker, caplog, excha
     caplog.set_level(logging.DEBUG)
 
     async def mock_get_trade_hist(pair, *args, **kwargs):
-        if kwargs['since'] == trades_history[0]["timestamp"]:
+        if kwargs['since'] == trades_history[0][0]:
             return trades_history[:-1]
         else:
             return trades_history[-1:]
@@ -1614,8 +1614,8 @@ async def test__async_get_trade_history_time(default_conf, mocker, caplog, excha
     # Monkey-patch async function
     exchange._async_fetch_trades = MagicMock(side_effect=mock_get_trade_hist)
     pair = 'ETH/BTC'
-    ret = await exchange._async_get_trade_history_time(pair, since=trades_history[0]["timestamp"],
-                                                       until=trades_history[-1]["timestamp"]-1)
+    ret = await exchange._async_get_trade_history_time(pair, since=trades_history[0][0],
+                                                       until=trades_history[-1][0]-1)
     assert type(ret) is tuple
     assert ret[0] == pair
     assert type(ret[1]) is list
@@ -1624,11 +1624,11 @@ async def test__async_get_trade_history_time(default_conf, mocker, caplog, excha
     fetch_trades_cal = exchange._async_fetch_trades.call_args_list
     # first call (using since, not fromId)
     assert fetch_trades_cal[0][0][0] == pair
-    assert fetch_trades_cal[0][1]['since'] == trades_history[0]["timestamp"]
+    assert fetch_trades_cal[0][1]['since'] == trades_history[0][0]
 
     # 2nd call
     assert fetch_trades_cal[1][0][0] == pair
-    assert fetch_trades_cal[0][1]['since'] == trades_history[0]["timestamp"]
+    assert fetch_trades_cal[0][1]['since'] == trades_history[0][0]
     assert log_has_re(r"Stopping because until was reached.*", caplog)
 
 
@@ -1640,7 +1640,7 @@ async def test__async_get_trade_history_time_empty(default_conf, mocker, caplog,
     caplog.set_level(logging.DEBUG)
 
     async def mock_get_trade_hist(pair, *args, **kwargs):
-        if kwargs['since'] == trades_history[0]["timestamp"]:
+        if kwargs['since'] == trades_history[0][0]:
             return trades_history[:-1]
         else:
             return []
@@ -1650,8 +1650,8 @@ async def test__async_get_trade_history_time_empty(default_conf, mocker, caplog,
     # Monkey-patch async function
     exchange._async_fetch_trades = MagicMock(side_effect=mock_get_trade_hist)
     pair = 'ETH/BTC'
-    ret = await exchange._async_get_trade_history_time(pair, since=trades_history[0]["timestamp"],
-                                                       until=trades_history[-1]["timestamp"]-1)
+    ret = await exchange._async_get_trade_history_time(pair, since=trades_history[0][0],
+                                                       until=trades_history[-1][0]-1)
     assert type(ret) is tuple
     assert ret[0] == pair
     assert type(ret[1]) is list
@@ -1660,7 +1660,7 @@ async def test__async_get_trade_history_time_empty(default_conf, mocker, caplog,
     fetch_trades_cal = exchange._async_fetch_trades.call_args_list
     # first call (using since, not fromId)
     assert fetch_trades_cal[0][0][0] == pair
-    assert fetch_trades_cal[0][1]['since'] == trades_history[0]["timestamp"]
+    assert fetch_trades_cal[0][1]['since'] == trades_history[0][0]
 
 
 @pytest.mark.parametrize("exchange_name", EXCHANGES)
@@ -1672,8 +1672,8 @@ def test_get_historic_trades(default_conf, mocker, caplog, exchange_name, trades
 
     exchange._async_get_trade_history_id = get_mock_coro((pair, trades_history))
     exchange._async_get_trade_history_time = get_mock_coro((pair, trades_history))
-    ret = exchange.get_historic_trades(pair, since=trades_history[0]["timestamp"],
-                                       until=trades_history[-1]["timestamp"])
+    ret = exchange.get_historic_trades(pair, since=trades_history[0][0],
+                                       until=trades_history[-1][0])
 
     # Depending on the exchange, one or the other method should be called
     assert sum([exchange._async_get_trade_history_id.call_count,
@@ -1694,8 +1694,8 @@ def test_get_historic_trades_notsupported(default_conf, mocker, caplog, exchange
 
     with pytest.raises(OperationalException,
                        match="This exchange does not suport downloading Trades."):
-        exchange.get_historic_trades(pair, since=trades_history[0]["timestamp"],
-                                     until=trades_history[-1]["timestamp"])
+        exchange.get_historic_trades(pair, since=trades_history[0][0],
+                                     until=trades_history[-1][0])
 
 
 @pytest.mark.parametrize("exchange_name", EXCHANGES)

From 0506caf986af7e6bc82e6584e5238e74232edca0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 1 Apr 2020 07:23:43 +0200
Subject: [PATCH 0832/1106] Implement trades_remove_dulicates

---
 freqtrade/data/converter.py  | 17 +++++++++++++++--
 tests/data/test_converter.py | 13 +++++++++++--
 2 files changed, 26 insertions(+), 4 deletions(-)

diff --git a/freqtrade/data/converter.py b/freqtrade/data/converter.py
index 90db82f74..d2108b9be 100644
--- a/freqtrade/data/converter.py
+++ b/freqtrade/data/converter.py
@@ -1,15 +1,17 @@
 """
 Functions to convert data from one format to another
 """
+import itertools
 import logging
 from datetime import datetime, timezone
+from operator import itemgetter
 from typing import Any, Dict, List
 
 import pandas as pd
 from pandas import DataFrame, to_datetime
 
-from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS, DEFAULT_TRADES_COLUMNS
-
+from freqtrade.constants import (DEFAULT_DATAFRAME_COLUMNS,
+                                 DEFAULT_TRADES_COLUMNS)
 
 logger = logging.getLogger(__name__)
 
@@ -155,6 +157,17 @@ def order_book_to_dataframe(bids: list, asks: list) -> DataFrame:
     return frame
 
 
+def trades_remove_duplicates(trades: List[List]) -> List[List]:
+    """
+    Removes duplicates from the trades list.
+    Uses itertools.groupby to avoid converting to pandas.
+    Tests show it as being pretty efficient on lists of 4M Lists.
+    :param trades: List of Lists with constants.DEFAULT_TRADES_COLUMNS as columns
+    :return: same format as above, but with duplicates removed
+    """
+    return [i for i, _ in itertools.groupby(sorted(trades, key=itemgetter(0)))]
+
+
 def trades_dict_to_list(trades: List[Dict]) -> List[List]:
     """
     Convert fetch_trades result into a List (to be more memory efficient).
diff --git a/tests/data/test_converter.py b/tests/data/test_converter.py
index 1f7837e46..463700d0c 100644
--- a/tests/data/test_converter.py
+++ b/tests/data/test_converter.py
@@ -6,7 +6,7 @@ from freqtrade.data.converter import (convert_ohlcv_format,
                                       convert_trades_format,
                                       ohlcv_fill_up_missing_data,
                                       ohlcv_to_dataframe, trades_dict_to_list,
-                                      trim_dataframe)
+                                      trades_remove_duplicates, trim_dataframe)
 from freqtrade.data.history import (get_timerange, load_data,
                                     load_pair_history, validate_backtest_data)
 from tests.conftest import log_has
@@ -195,7 +195,16 @@ def test_trim_dataframe(testdatadir) -> None:
     assert all(data_modify.iloc[0] == data.iloc[25])
 
 
-def test_trades_dict_to_list(mocker, fetch_trades_result):
+def test_trades_remove_duplicates(trades_history):
+    trades_history1 = trades_history * 3
+    assert len(trades_history1) == len(trades_history) * 3
+    res = trades_remove_duplicates(trades_history1)
+    assert len(res) == len(trades_history)
+    for i, t in enumerate(res):
+        assert t == trades_history[i]
+
+
+def test_trades_dict_to_list(fetch_trades_result):
     res = trades_dict_to_list(fetch_trades_result)
     assert isinstance(res, list)
     assert isinstance(res[0], list)

From ff9caf790be4118f18ebf2f9c8779cf717ae507d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 1 Apr 2020 07:58:39 +0200
Subject: [PATCH 0833/1106] remove trade duplicates in datahandler

---
 freqtrade/data/history/history_utils.py   |  6 +++++-
 freqtrade/data/history/idatahandler.py    | 15 +++++++++++++--
 freqtrade/data/history/jsondatahandler.py |  2 +-
 3 files changed, 19 insertions(+), 4 deletions(-)

diff --git a/freqtrade/data/history/history_utils.py b/freqtrade/data/history/history_utils.py
index a7490f17b..74c8e8b96 100644
--- a/freqtrade/data/history/history_utils.py
+++ b/freqtrade/data/history/history_utils.py
@@ -9,7 +9,9 @@ from pandas import DataFrame
 
 from freqtrade.configuration import TimeRange
 from freqtrade.constants import DEFAULT_DATAFRAME_COLUMNS
-from freqtrade.data.converter import ohlcv_to_dataframe, trades_to_ohlcv
+from freqtrade.data.converter import (ohlcv_to_dataframe,
+                                      trades_remove_duplicates,
+                                      trades_to_ohlcv)
 from freqtrade.data.history.idatahandler import IDataHandler, get_datahandler
 from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import Exchange
@@ -282,6 +284,8 @@ def _download_trades_history(exchange: Exchange,
                                                   from_id=from_id,
                                                   )
         trades.extend(new_trades[1])
+        # Remove duplicates to make sure we're not storing data we don't need
+        trades = trades_remove_duplicates(trades)
         data_handler.trades_store(pair, data=trades)
 
         logger.debug("New Start: %s", trades[0][0])
diff --git a/freqtrade/data/history/idatahandler.py b/freqtrade/data/history/idatahandler.py
index 4663c29ac..d5d7c16db 100644
--- a/freqtrade/data/history/idatahandler.py
+++ b/freqtrade/data/history/idatahandler.py
@@ -13,7 +13,8 @@ from typing import List, Optional, Type
 from pandas import DataFrame
 
 from freqtrade.configuration import TimeRange
-from freqtrade.data.converter import clean_ohlcv_dataframe, trim_dataframe
+from freqtrade.data.converter import (clean_ohlcv_dataframe,
+                                      trades_remove_duplicates, trim_dataframe)
 from freqtrade.exchange import timeframe_to_seconds
 
 logger = logging.getLogger(__name__)
@@ -110,7 +111,7 @@ class IDataHandler(ABC):
         """
 
     @abstractmethod
-    def trades_load(self, pair: str, timerange: Optional[TimeRange] = None) -> TradeList:
+    def _trades_load(self, pair: str, timerange: Optional[TimeRange] = None) -> TradeList:
         """
         Load a pair from file, either .json.gz or .json
         :param pair: Load trades for this pair
@@ -126,6 +127,16 @@ class IDataHandler(ABC):
         :return: True when deleted, false if file did not exist.
         """
 
+    def trades_load(self, pair: str, timerange: Optional[TimeRange] = None) -> TradeList:
+        """
+        Load a pair from file, either .json.gz or .json
+        Removes duplicates in the process.
+        :param pair: Load trades for this pair
+        :param timerange: Timerange to load trades for - currently not implemented
+        :return: List of trades
+        """
+        return trades_remove_duplicates(self._trades_load(pair, timerange=timerange))
+
     def ohlcv_load(self, pair, timeframe: str,
                    timerange: Optional[TimeRange] = None,
                    fill_missing: bool = True,
diff --git a/freqtrade/data/history/jsondatahandler.py b/freqtrade/data/history/jsondatahandler.py
index 50a32603b..01320f129 100644
--- a/freqtrade/data/history/jsondatahandler.py
+++ b/freqtrade/data/history/jsondatahandler.py
@@ -136,7 +136,7 @@ class JsonDataHandler(IDataHandler):
         """
         raise NotImplementedError()
 
-    def trades_load(self, pair: str, timerange: Optional[TimeRange] = None) -> TradeList:
+    def _trades_load(self, pair: str, timerange: Optional[TimeRange] = None) -> TradeList:
         """
         Load a pair from file, either .json.gz or .json
         # TODO: respect timerange ...

From ba03d96961a969bc43a8c930a35c0715e9a006f2 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 1 Apr 2020 20:04:36 +0200
Subject: [PATCH 0834/1106] Test 5s offset on since

---
 freqtrade/data/history/history_utils.py |  3 ++-
 tests/data/test_history.py              | 11 +++++++++++
 2 files changed, 13 insertions(+), 1 deletion(-)

diff --git a/freqtrade/data/history/history_utils.py b/freqtrade/data/history/history_utils.py
index 74c8e8b96..27aadc17c 100644
--- a/freqtrade/data/history/history_utils.py
+++ b/freqtrade/data/history/history_utils.py
@@ -270,7 +270,8 @@ def _download_trades_history(exchange: Exchange,
         from_id = trades[-1][1] if trades else None
         if trades and since < trades[-1][0]:
             # Reset since to the last available point
-            since = trades[-1][0]
+            # - 5 seconds (to ensure we're getting all trades)
+            since = trades[-1][0] - (5 * 1000)
 
         logger.debug("Current Start: %s", trades[0][0] if trades else 'None')
         logger.debug("Current End: %s", trades[-1][0] if trades else 'None')
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 12390538a..fedf63353 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -548,6 +548,17 @@ def test_download_trades_history(trades_history, mocker, default_conf, testdatad
     assert file1.is_file()
 
     # clean files freshly downloaded
+    _clean_test_file(file1)
+    ght_mock.reset_mock()
+    since_time = int(trades_history[-2][0] // 1000)
+    timerange = TimeRange('date', None, since_time, 0)
+    assert _download_trades_history(data_handler=data_handler, exchange=exchange,
+                                    pair='ETH/BTC', timerange=timerange)
+
+    assert ght_mock.call_count == 1
+    # Check this in seconds - since we had to convert to seconds above too.
+    assert int(ght_mock.call_args_list[0].kwargs['since'] // 1000) == since_time - 5
+
     _clean_test_file(file1)
 
     mocker.patch('freqtrade.exchange.Exchange.get_historic_trades',

From 437d4cda5d5cdcea0a033326eb9661d2e4b6e629 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 1 Apr 2020 20:12:13 +0200
Subject: [PATCH 0835/1106] Add test data for trades

---
 tests/testdata/XRP_ETH-trades.json.gz | Bin 473687 -> 190318 bytes
 tests/testdata/XRP_OLD-trades.json.gz | Bin 0 -> 473687 bytes
 2 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 tests/testdata/XRP_OLD-trades.json.gz

diff --git a/tests/testdata/XRP_ETH-trades.json.gz b/tests/testdata/XRP_ETH-trades.json.gz
index 69b92cac8a2b1abb62e2be99a200063a247dcf10..dad822005b977902d757523b80d1e7c51adfe31a 100644
GIT binary patch
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HcmV?d00001


From 5739ee6e15945ac459786e3961691c6391d07f8f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 1 Apr 2020 20:12:28 +0200
Subject: [PATCH 0836/1106] Add test for trades data conversation

---
 tests/data/test_history.py | 13 ++++++++++++-
 1 file changed, 12 insertions(+), 1 deletion(-)

diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index fedf63353..8df968217 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -612,7 +612,7 @@ def test_jsondatahandler_ohlcv_get_pairs(testdatadir):
 def test_jsondatahandler_trades_get_pairs(testdatadir):
     pairs = JsonGzDataHandler.trades_get_pairs(testdatadir)
     # Convert to set to avoid failures due to sorting
-    assert set(pairs) == {'XRP/ETH'}
+    assert set(pairs) == {'XRP/ETH', 'XRP/OLD'}
 
 
 def test_jsondatahandler_ohlcv_purge(mocker, testdatadir):
@@ -625,6 +625,17 @@ def test_jsondatahandler_ohlcv_purge(mocker, testdatadir):
     assert dh.ohlcv_purge('UNITTEST/NONEXIST', '5m')
 
 
+def test_jsondatahandler_trades_load(mocker, testdatadir, caplog):
+    dh = JsonGzDataHandler(testdatadir)
+    logmsg = "Old trades format detected - converting"
+    dh.trades_load('XRP/ETH')
+    assert not log_has(logmsg, caplog)
+
+    # Test conversation is happening
+    dh.trades_load('XRP/OLD')
+    assert log_has(logmsg, caplog)
+
+
 def test_jsondatahandler_trades_purge(mocker, testdatadir):
     mocker.patch.object(Path, "exists", MagicMock(return_value=False))
     mocker.patch.object(Path, "unlink", MagicMock())

From 0d51383b57fa7a09410bdeab9398e3f2b0b27761 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 1 Apr 2020 20:31:21 +0200
Subject: [PATCH 0837/1106] Format logmessages correctly

---
 freqtrade/data/history/history_utils.py | 11 +++++++----
 tests/data/test_history.py              |  8 ++++----
 2 files changed, 11 insertions(+), 8 deletions(-)

diff --git a/freqtrade/data/history/history_utils.py b/freqtrade/data/history/history_utils.py
index 27aadc17c..1b51b864c 100644
--- a/freqtrade/data/history/history_utils.py
+++ b/freqtrade/data/history/history_utils.py
@@ -15,6 +15,7 @@ from freqtrade.data.converter import (ohlcv_to_dataframe,
 from freqtrade.data.history.idatahandler import IDataHandler, get_datahandler
 from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import Exchange
+from freqtrade.misc import format_ms_time
 
 logger = logging.getLogger(__name__)
 
@@ -271,10 +272,12 @@ def _download_trades_history(exchange: Exchange,
         if trades and since < trades[-1][0]:
             # Reset since to the last available point
             # - 5 seconds (to ensure we're getting all trades)
+            logger.info(f"Using last trade date -5s - Downloading trades for {pair} "
+                        f"since: {format_ms_time(since)}.")
             since = trades[-1][0] - (5 * 1000)
 
-        logger.debug("Current Start: %s", trades[0][0] if trades else 'None')
-        logger.debug("Current End: %s", trades[-1][0] if trades else 'None')
+        logger.debug(f"Current Start: {format_ms_time(trades[0][0]) if trades else 'None'}")
+        logger.debug(f"Current End: {format_ms_time(trades[-1][0]) if trades else 'None'}")
         logger.info(f"Current Amount of trades: {len(trades)}")
 
         # Default since_ms to 30 days if nothing is given
@@ -289,8 +292,8 @@ def _download_trades_history(exchange: Exchange,
         trades = trades_remove_duplicates(trades)
         data_handler.trades_store(pair, data=trades)
 
-        logger.debug("New Start: %s", trades[0][0])
-        logger.debug("New End: %s", trades[-1][0])
+        logger.debug(f"New Start: {format_ms_time(trades[0][0])}")
+        logger.debug(f"New End: {format_ms_time(trades[-1][0])}")
         logger.info(f"New Amount of trades: {len(trades)}")
         return True
 
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 8df968217..072bf00f5 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -547,18 +547,18 @@ def test_download_trades_history(trades_history, mocker, default_conf, testdatad
     assert log_has("New Amount of trades: 5", caplog)
     assert file1.is_file()
 
-    # clean files freshly downloaded
-    _clean_test_file(file1)
     ght_mock.reset_mock()
-    since_time = int(trades_history[-2][0] // 1000)
+    since_time = int(trades_history[-3][0] // 1000)
+    since_time2 = int(trades_history[-1][0] // 1000)
     timerange = TimeRange('date', None, since_time, 0)
     assert _download_trades_history(data_handler=data_handler, exchange=exchange,
                                     pair='ETH/BTC', timerange=timerange)
 
     assert ght_mock.call_count == 1
     # Check this in seconds - since we had to convert to seconds above too.
-    assert int(ght_mock.call_args_list[0].kwargs['since'] // 1000) == since_time - 5
+    assert int(ght_mock.call_args_list[0].kwargs['since'] // 1000) == since_time2 - 5
 
+    # clean files freshly downloaded
     _clean_test_file(file1)
 
     mocker.patch('freqtrade.exchange.Exchange.get_historic_trades',

From eab6c9c5f2838a0d464a5a5f3f2bf672e0f27f1e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 1 Apr 2020 20:50:00 +0200
Subject: [PATCH 0838/1106] Fix message

---
 freqtrade/data/history/history_utils.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/data/history/history_utils.py b/freqtrade/data/history/history_utils.py
index 1b51b864c..5cdcd7276 100644
--- a/freqtrade/data/history/history_utils.py
+++ b/freqtrade/data/history/history_utils.py
@@ -272,9 +272,9 @@ def _download_trades_history(exchange: Exchange,
         if trades and since < trades[-1][0]:
             # Reset since to the last available point
             # - 5 seconds (to ensure we're getting all trades)
+            since = trades[-1][0] - (5 * 1000)
             logger.info(f"Using last trade date -5s - Downloading trades for {pair} "
                         f"since: {format_ms_time(since)}.")
-            since = trades[-1][0] - (5 * 1000)
 
         logger.debug(f"Current Start: {format_ms_time(trades[0][0]) if trades else 'None'}")
         logger.debug(f"Current End: {format_ms_time(trades[-1][0]) if trades else 'None'}")

From 9d7ad23d426a1c5e135e05c07cbb24985285efa4 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Apr 2020 08:20:50 +0200
Subject: [PATCH 0839/1106] Fix test leakage

---
 freqtrade/data/history/history_utils.py |  8 +++---
 tests/conftest.py                       |  1 +
 tests/data/test_converter.py            | 36 ++++++++++++++-----------
 3 files changed, 25 insertions(+), 20 deletions(-)

diff --git a/freqtrade/data/history/history_utils.py b/freqtrade/data/history/history_utils.py
index 5cdcd7276..4f3f75a87 100644
--- a/freqtrade/data/history/history_utils.py
+++ b/freqtrade/data/history/history_utils.py
@@ -260,7 +260,9 @@ def _download_trades_history(exchange: Exchange,
     """
     try:
 
-        since = timerange.startts * 1000 if timerange and timerange.starttype == 'date' else None
+        since = timerange.startts * 1000 if \
+            (timerange and timerange.starttype == 'date') else int(arrow.utcnow().shift(
+                days=-30).float_timestamp) * 1000
 
         trades = data_handler.trades_load(pair)
 
@@ -282,9 +284,7 @@ def _download_trades_history(exchange: Exchange,
 
         # Default since_ms to 30 days if nothing is given
         new_trades = exchange.get_historic_trades(pair=pair,
-                                                  since=since if since else
-                                                  int(arrow.utcnow().shift(
-                                                      days=-30).float_timestamp) * 1000,
+                                                  since=since,
                                                   from_id=from_id,
                                                   )
         trades.extend(new_trades[1])
diff --git a/tests/conftest.py b/tests/conftest.py
index 517a11b47..a4beeec33 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1233,6 +1233,7 @@ def trades_history():
             [1565798399862, '126181332', None, 'sell', 0.019626, 0.011, 0.00021588599999999999],
             [1565798399872, '126181333', None, 'sell', 0.019626, 0.011, 0.00021588599999999999]]
 
+
 @pytest.fixture(scope="function")
 def fetch_trades_result():
     return [{'info': {'a': 126181329,
diff --git a/tests/data/test_converter.py b/tests/data/test_converter.py
index 463700d0c..4a580366f 100644
--- a/tests/data/test_converter.py
+++ b/tests/data/test_converter.py
@@ -218,33 +218,37 @@ def test_trades_dict_to_list(fetch_trades_result):
         assert t[6] == fetch_trades_result[i]['cost']
 
 
-
 def test_convert_trades_format(mocker, default_conf, testdatadir):
-    file = testdatadir / "XRP_ETH-trades.json.gz"
-    file_new = testdatadir / "XRP_ETH-trades.json"
-    _backup_file(file, copy_file=True)
-    default_conf['datadir'] = testdatadir
+    files = [{'old': testdatadir / "XRP_ETH-trades.json.gz",
+              'new': testdatadir / "XRP_ETH-trades.json"},
+             {'old': testdatadir / "XRP_OLD-trades.json.gz",
+              'new': testdatadir / "XRP_OLD-trades.json"},
+             ]
+    for file in files:
+        _backup_file(file['old'], copy_file=True)
+        assert not file['new'].exists()
 
-    assert not file_new.exists()
+    default_conf['datadir'] = testdatadir
 
     convert_trades_format(default_conf, convert_from='jsongz',
                           convert_to='json', erase=False)
 
-    assert file_new.exists()
-    assert file.exists()
+    for file in files:
+        assert file['new'].exists()
+        assert file['old'].exists()
 
-    # Remove original file
-    file.unlink()
+        # Remove original file
+        file['old'].unlink()
     # Convert back
     convert_trades_format(default_conf, convert_from='json',
                           convert_to='jsongz', erase=True)
+    for file in files:
+        assert file['old'].exists()
+        assert not file['new'].exists()
 
-    assert file.exists()
-    assert not file_new.exists()
-
-    _clean_test_file(file)
-    if file_new.exists():
-        file_new.unlink()
+        _clean_test_file(file['old'])
+        if file['new'].exists():
+            file['new'].unlink()
 
 
 def test_convert_ohlcv_format(mocker, default_conf, testdatadir):

From 46f1d1f39f0bb1bf2e7379ab6b520d0c8e1baa47 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Apr 2020 11:54:30 +0200
Subject: [PATCH 0840/1106] Failing test might be incompatibility

---
 tests/data/test_history.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 072bf00f5..6fd4d9569 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -556,7 +556,7 @@ def test_download_trades_history(trades_history, mocker, default_conf, testdatad
 
     assert ght_mock.call_count == 1
     # Check this in seconds - since we had to convert to seconds above too.
-    assert int(ght_mock.call_args_list[0].kwargs['since'] // 1000) == since_time2 - 5
+    assert int(ght_mock.call_args_list[0][1]['since'] // 1000) == since_time2 - 5
 
     # clean files freshly downloaded
     _clean_test_file(file1)

From cf6e6488c72c58e80567bdc90a27de0550c9154b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Apr 2020 17:29:18 +0200
Subject: [PATCH 0841/1106] Fix filename handling with --strategy-list

---
 freqtrade/optimize/optimize_reports.py  | 7 ++++---
 tests/optimize/test_optimize_reports.py | 9 +++++++--
 2 files changed, 11 insertions(+), 5 deletions(-)

diff --git a/freqtrade/optimize/optimize_reports.py b/freqtrade/optimize/optimize_reports.py
index 251da9159..646afb5df 100644
--- a/freqtrade/optimize/optimize_reports.py
+++ b/freqtrade/optimize/optimize_reports.py
@@ -24,13 +24,14 @@ def store_backtest_result(recordfilename: Path, all_results: Dict[str, DataFrame
                    for index, t in results.iterrows()]
 
         if records:
+            filename = recordfilename
             if len(all_results) > 1:
                 # Inject strategy to filename
-                recordfilename = Path.joinpath(
+                filename = Path.joinpath(
                     recordfilename.parent,
                     f'{recordfilename.stem}-{strategy}').with_suffix(recordfilename.suffix)
-            logger.info(f'Dumping backtest results to {recordfilename}')
-            file_dump_json(recordfilename, records)
+            logger.info(f'Dumping backtest results to {filename}')
+            file_dump_json(filename, records)
 
 
 def generate_text_table(data: Dict[str, Dict], stake_currency: str, max_open_trades: int,
diff --git a/tests/optimize/test_optimize_reports.py b/tests/optimize/test_optimize_reports.py
index f19668459..3bbc396c8 100644
--- a/tests/optimize/test_optimize_reports.py
+++ b/tests/optimize/test_optimize_reports.py
@@ -160,10 +160,15 @@ def test_backtest_record(default_conf, fee, mocker):
     # reset test to test with strategy name
     names = []
     records = []
-    results['Strat'] = pd.DataFrame()
+    results['Strat'] = results['DefStrat']
+    results['Strat2'] = results['DefStrat']
     store_backtest_result(Path("backtest-result.json"), results)
     # Assert file_dump_json was only called once
-    assert names == [Path('backtest-result-DefStrat.json')]
+    assert names == [
+        Path('backtest-result-DefStrat.json'),
+        Path('backtest-result-Strat.json'),
+        Path('backtest-result-Strat2.json'),
+    ]
     records = records[0]
     # Ensure records are of correct type
     assert len(records) == 4

From 3fcd531eacbda7ca89e64ff68e0185efc8bd621d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 4 Nov 2019 20:19:43 +0100
Subject: [PATCH 0842/1106] Copy dataframe in interfac.py (reduces memory
 consumption)

---
 freqtrade/strategy/interface.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index 89a38bf54..6307e664e 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -468,7 +468,7 @@ class IStrategy(ABC):
         Creates a dataframe and populates indicators for given candle (OHLCV) data
         Used by optimize operations only, not during dry / live runs.
         """
-        return {pair: self.advise_indicators(pair_data, {'pair': pair})
+        return {pair: self.advise_indicators(pair_data.copy(), {'pair': pair})
                 for pair, pair_data in data.items()}
 
     def advise_indicators(self, dataframe: DataFrame, metadata: dict) -> DataFrame:

From de471862635f7344924c47ae91d2b00bd7a3c4e3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 25 Jan 2020 11:42:31 +0100
Subject: [PATCH 0843/1106] Use .loc for assignments

---
 freqtrade/optimize/backtesting.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 1725a7d13..f29f599a6 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -149,8 +149,8 @@ class Backtesting:
 
             # To avoid using data from future, we use buy/sell signals shifted
             # from the previous candle
-            df_analyzed.loc[:, 'buy'] = df_analyzed['buy'].shift(1)
-            df_analyzed.loc[:, 'sell'] = df_analyzed['sell'].shift(1)
+            df_analyzed.loc[:, 'buy'] = df_analyzed.loc[:, 'buy'].shift(1)
+            df_analyzed.loc[:, 'sell'] = df_analyzed.loc[:, 'sell'].shift(1)
 
             df_analyzed.drop(df_analyzed.head(1).index, inplace=True)
 

From c465552df4b37be165157a1ad6c7e9e22e92f4b2 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Apr 2020 20:17:54 +0200
Subject: [PATCH 0844/1106] Update comment to mention .copy() usage

---
 freqtrade/strategy/interface.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/freqtrade/strategy/interface.py b/freqtrade/strategy/interface.py
index 6307e664e..c6f711b74 100644
--- a/freqtrade/strategy/interface.py
+++ b/freqtrade/strategy/interface.py
@@ -467,6 +467,9 @@ class IStrategy(ABC):
         """
         Creates a dataframe and populates indicators for given candle (OHLCV) data
         Used by optimize operations only, not during dry / live runs.
+        Using .copy() to get a fresh copy of the dataframe for every strategy run.
+        Has positive effects on memory usage for whatever reason - also when
+        using only one strategy.
         """
         return {pair: self.advise_indicators(pair_data.copy(), {'pair': pair})
                 for pair, pair_data in data.items()}

From d4dde011405365fced9a93b2c916e31a66233344 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 2 Apr 2020 20:23:20 +0200
Subject: [PATCH 0845/1106] Add test

---
 tests/strategy/test_interface.py | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/tests/strategy/test_interface.py b/tests/strategy/test_interface.py
index 8bc399f42..1c31aeb6a 100644
--- a/tests/strategy/test_interface.py
+++ b/tests/strategy/test_interface.py
@@ -168,6 +168,19 @@ def test_ohlcvdata_to_dataframe(default_conf, testdatadir) -> None:
     assert len(processed['UNITTEST/BTC']) == 102  # partial candle was removed
 
 
+def test_ohlcvdata_to_dataframe_copy(mocker, default_conf, testdatadir) -> None:
+    default_conf.update({'strategy': 'DefaultStrategy'})
+    strategy = StrategyResolver.load_strategy(default_conf)
+    aimock = mocker.patch('freqtrade.strategy.interface.IStrategy.advise_indicators')
+    timerange = TimeRange.parse_timerange('1510694220-1510700340')
+    data = load_data(testdatadir, '1m', ['UNITTEST/BTC'], timerange=timerange,
+                     fill_up_missing=True)
+    strategy.ohlcvdata_to_dataframe(data)
+    assert aimock.call_count == 1
+    # Ensure that a copy of the dataframe is passed to advice_indicators
+    assert aimock.call_args_list[0][0][0] is not data
+
+
 def test_min_roi_reached(default_conf, fee) -> None:
 
     # Use list to confirm sequence does not matter

From a99c53f1ec4f89cd5fa2fe6c57f958f9fa4fd1cf Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 5 Apr 2020 14:29:03 +0200
Subject: [PATCH 0846/1106] Add test showing that high is before low

---
 tests/data/test_btanalysis.py | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/tests/data/test_btanalysis.py b/tests/data/test_btanalysis.py
index 463e5ae36..9f23ecf8f 100644
--- a/tests/data/test_btanalysis.py
+++ b/tests/data/test_btanalysis.py
@@ -191,3 +191,18 @@ def test_calculate_max_drawdown(testdatadir):
     assert low == Timestamp('2018-01-30 04:45:00', tz='UTC')
     with pytest.raises(ValueError, match='Trade dataframe empty.'):
         drawdown, h, low = calculate_max_drawdown(DataFrame())
+
+
+def test_calculate_max_drawdown2():
+    values = [0.011580, 0.010048, 0.011340, 0.012161, 0.010416, 0.010009, 0.020024,
+              -0.024662, -0.022350, 0.020496, -0.029859, -0.030511, 0.010041, 0.010872,
+              -0.025782, 0.010400, 0.012374, 0.012467, 0.114741, 0.010303, 0.010088,
+              -0.033961, 0.010680, 0.010886, -0.029274, 0.011178, 0.010693, 0.010711]
+
+    dates = [Arrow(2020, 1, 1).shift(days=i) for i in range(len(values))]
+    df = DataFrame(zip(values, dates), columns=['profit', 'open_time'])
+    drawdown, h, low = calculate_max_drawdown(df, date_col='open_time', value_col='profit')
+    assert isinstance(drawdown, float)
+    # High must be before low
+    assert h < low
+    assert drawdown == 0.091755

From e204170eb65055d487ab68e23150c658162d0007 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 5 Apr 2020 14:29:40 +0200
Subject: [PATCH 0847/1106] Fix max_drawdown bug finding low before high!

---
 freqtrade/data/btanalysis.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 23a9f720c..1ff737b90 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -219,7 +219,7 @@ def calculate_max_drawdown(trades: pd.DataFrame, *, date_col: str = 'close_time'
     max_drawdown_df['high_value'] = max_drawdown_df['cumulative'].cummax()
     max_drawdown_df['drawdown'] = max_drawdown_df['cumulative'] - max_drawdown_df['high_value']
 
-    high_date = profit_results.loc[max_drawdown_df['high_value'].idxmax(), date_col]
-    low_date = profit_results.loc[max_drawdown_df['drawdown'].idxmin(), date_col]
-
+    idxmin = max_drawdown_df['drawdown'].idxmin()
+    high_date = profit_results.loc[max_drawdown_df.iloc[:idxmin]['high_value'].idxmax(), date_col]
+    low_date = profit_results.loc[idxmin, date_col]
     return abs(min(max_drawdown_df['drawdown'])), high_date, low_date

From 4e907e2304da16c5ed28f93aa239f244e4c2a79d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 5 Apr 2020 14:35:53 +0200
Subject: [PATCH 0848/1106] Use timeframe_to_prev_date to move trade-date to
 candle

---
 freqtrade/plot/plotting.py | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index b311c591a..5da067069 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -10,6 +10,7 @@ from freqtrade.data.btanalysis import (calculate_max_drawdown,
                                        create_cum_profit,
                                        extract_trades_of_period, load_trades)
 from freqtrade.data.converter import trim_dataframe
+from freqtrade.exchange import timeframe_to_prev_date
 from freqtrade.data.history import load_data
 from freqtrade.misc import pair_to_filename
 from freqtrade.resolvers import StrategyResolver
@@ -122,7 +123,8 @@ def add_profit(fig, row, data: pd.DataFrame, column: str, name: str) -> make_sub
     return fig
 
 
-def add_max_drawdown(fig, row, trades: pd.DataFrame, df_comb: pd.DataFrame) -> make_subplots:
+def add_max_drawdown(fig, row, trades: pd.DataFrame, df_comb: pd.DataFrame,
+                     timeframe: str) -> make_subplots:
     """
     Add scatter points indicating max drawdown
     """
@@ -132,8 +134,8 @@ def add_max_drawdown(fig, row, trades: pd.DataFrame, df_comb: pd.DataFrame) -> m
         drawdown = go.Scatter(
             x=[highdate, lowdate],
             y=[
-                df_comb.loc[df_comb.index == highdate, 'cum_profit'],
-                df_comb.loc[df_comb.index == lowdate, 'cum_profit'],
+                df_comb.loc[timeframe_to_prev_date(timeframe, highdate), 'cum_profit'],
+                df_comb.loc[timeframe_to_prev_date(timeframe, lowdate), 'cum_profit'],
             ],
             mode='markers',
             name=f"Max drawdown {max_drawdown:.2f}%",
@@ -405,7 +407,7 @@ def generate_profit_graph(pairs: str, data: Dict[str, pd.DataFrame],
 
     fig.add_trace(avgclose, 1, 1)
     fig = add_profit(fig, 2, df_comb, 'cum_profit', 'Profit')
-    fig = add_max_drawdown(fig, 2, trades, df_comb)
+    fig = add_max_drawdown(fig, 2, trades, df_comb, timeframe)
 
     for pair in pairs:
         profit_col = f'cum_profit_{pair}'

From 41d5c40f1099a0f35c9906a6554edb7ff1de9015 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 5 Apr 2020 14:43:01 +0200
Subject: [PATCH 0849/1106] Correctly test drawdown plot

---
 freqtrade/data/btanalysis.py  | 2 ++
 tests/data/test_btanalysis.py | 4 ++++
 tests/test_plotting.py        | 4 ++--
 3 files changed, 8 insertions(+), 2 deletions(-)

diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 1ff737b90..4505ea52a 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -220,6 +220,8 @@ def calculate_max_drawdown(trades: pd.DataFrame, *, date_col: str = 'close_time'
     max_drawdown_df['drawdown'] = max_drawdown_df['cumulative'] - max_drawdown_df['high_value']
 
     idxmin = max_drawdown_df['drawdown'].idxmin()
+    if idxmin == 0:
+        raise ValueError("No losing trade, therefore no drawdown.")
     high_date = profit_results.loc[max_drawdown_df.iloc[:idxmin]['high_value'].idxmax(), date_col]
     low_date = profit_results.loc[idxmin, date_col]
     return abs(min(max_drawdown_df['drawdown'])), high_date, low_date
diff --git a/tests/data/test_btanalysis.py b/tests/data/test_btanalysis.py
index 9f23ecf8f..4eec20976 100644
--- a/tests/data/test_btanalysis.py
+++ b/tests/data/test_btanalysis.py
@@ -206,3 +206,7 @@ def test_calculate_max_drawdown2():
     # High must be before low
     assert h < low
     assert drawdown == 0.091755
+
+    df = DataFrame(zip(values[:5], dates[:5]), columns=['profit', 'open_time'])
+    with pytest.raises(ValueError, match='No losing trade, therefore no drawdown.'):
+        calculate_max_drawdown(df, date_col='open_time', value_col='profit')
diff --git a/tests/test_plotting.py b/tests/test_plotting.py
index a5c965429..0258b94d1 100644
--- a/tests/test_plotting.py
+++ b/tests/test_plotting.py
@@ -266,7 +266,7 @@ def test_generate_profit_graph(testdatadir):
     filename = testdatadir / "backtest-result_test.json"
     trades = load_backtest_data(filename)
     timerange = TimeRange.parse_timerange("20180110-20180112")
-    pairs = ["TRX/BTC", "ADA/BTC"]
+    pairs = ["TRX/BTC", "XLM/BTC"]
     trades = trades[trades['close_time'] < pd.Timestamp('2018-01-12', tz='UTC')]
 
     data = history.load_data(datadir=testdatadir,
@@ -292,7 +292,7 @@ def test_generate_profit_graph(testdatadir):
 
     profit = find_trace_in_fig_data(figure.data, "Profit")
     assert isinstance(profit, go.Scatter)
-    profit = find_trace_in_fig_data(figure.data, "Max drawdown 0.00%")
+    profit = find_trace_in_fig_data(figure.data, "Max drawdown 10.45%")
     assert isinstance(profit, go.Scatter)
 
     for pair in pairs:

From 0a14d5ec467bdab197d1d100446f7c4dd5fdb698 Mon Sep 17 00:00:00 2001
From: Ork Blutt <orkblutt@msn.com>
Date: Sun, 5 Apr 2020 16:14:02 +0200
Subject: [PATCH 0850/1106] trades history RPC

---
 freqtrade/rpc/api_server.py | 16 ++++++++++++-
 freqtrade/rpc/rpc.py        | 47 +++++++++++++++++++++++++++++++++++++
 scripts/rest_client.py      |  7 ++++++
 3 files changed, 69 insertions(+), 1 deletion(-)

diff --git a/freqtrade/rpc/api_server.py b/freqtrade/rpc/api_server.py
index 8f4cc4787..7e0cdd71d 100644
--- a/freqtrade/rpc/api_server.py
+++ b/freqtrade/rpc/api_server.py
@@ -173,7 +173,8 @@ class ApiServer(RPC):
                               view_func=self._show_config, methods=['GET'])
         self.app.add_url_rule(f'{BASE_URI}/ping', 'ping',
                               view_func=self._ping, methods=['GET'])
-
+        self.app.add_url_rule(f'{BASE_URI}/trades', 'trades',
+                              view_func=self._trades, methods=['GET'])
         # Combined actions and infos
         self.app.add_url_rule(f'{BASE_URI}/blacklist', 'blacklist', view_func=self._blacklist,
                               methods=['GET', 'POST'])
@@ -357,6 +358,19 @@ class ApiServer(RPC):
         results = self._rpc_balance(self._config['stake_currency'],
                                     self._config.get('fiat_display_currency', ''))
         return self.rest_dump(results)
+    
+    @require_login
+    @rpc_catch_errors
+    def _trades(self):
+        """
+        Handler for /trades.
+
+        Returns the X last trades in json format
+        """
+        last_trades_number = request.args.get('last_trades_number', 0)
+        last_trades_number = int(last_trades_number)
+        results = self._rpc_trade_history(last_trades_number)
+        return self.rest_dump(results)
 
     @require_login
     @rpc_catch_errors
diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index a0f50b070..b0c045e4a 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -226,6 +226,53 @@ class RPC:
             for key, value in profit_days.items()
         ]
 
+    def _rpc_trade_history(
+            self, last_trades_number: int) -> List[List[Any]]:
+        """ Returns the X last trades """
+        if last_trades_number > 0:
+            trades = Trade.get_trades().order_by(Trade.id.desc()).limit(last_trades_number)
+        else:
+            trades = Trade.get_trades().order_by(Trade.id.desc()).all()
+
+        output = []
+
+        for trade in trades:
+            output.append({
+                'id': trade.id,
+                'pair': trade.pair,
+                'exchange': trade.exchange,
+                'is_open': trade.is_open if trade.is_open is not None else 0,
+                'open_rate': trade.open_rate,
+                'close_rate': trade.close_rate,
+                'fee_open': trade.fee_open,
+                'fee_close': trade.fee_close,
+                'open_rate_requested': trade.open_rate_requested,
+                'open_trade_price': trade.open_trade_price,
+                'close_rate_requested': trade.close_rate_requested,
+                'close_profit': trade.close_profit,
+                'close_profit_abs': trade.close_profit_abs,
+                'stake_amount': trade.stake_amount,
+                'amount': trade.amount,
+                'open_date': trade.open_date,
+                'close_date': trade.close_date,
+                'open_order_id': trade.open_order_id,
+                'stop_loss': trade.stop_loss,
+                'stop_loss_pct': trade.stop_loss_pct,
+                'initial_stop_loss': trade.initial_stop_loss,
+                'initial_stop_loss_pct': trade.initial_stop_loss_pct,
+                'stoploss_order_id': trade.stoploss_order_id,
+                'stoploss_last_update': trade.stoploss_last_update,
+                'max_rate': trade.max_rate,
+                'min_rate': trade.min_rate,
+                'sell_reason': trade.sell_reason,
+                'strategy': trade.strategy,
+                'ticker_interval': trade.ticker_interval,
+            })
+
+        return {
+            "trades" : output
+        }
+
     def _rpc_trade_statistics(
             self, stake_currency: str, fiat_display_currency: str) -> Dict[str, Any]:
         """ Returns cumulative profit statistics """
diff --git a/scripts/rest_client.py b/scripts/rest_client.py
index ccb33604f..5cbdd8e07 100755
--- a/scripts/rest_client.py
+++ b/scripts/rest_client.py
@@ -156,6 +156,13 @@ class FtRestClient():
         """
         return self._get("show_config")
 
+    def history(self, number=None):
+        """Return the amount of open trades.
+
+        :return: json object
+        """
+        return self._get("trades", params={"last_trades_number": number} if number else 0)
+
     def whitelist(self):
         """Show the current whitelist.
 

From 15c45b984d20d3079875d4b1480e9bac0067b7cd Mon Sep 17 00:00:00 2001
From: Ork Blutt <orkblutt@msn.com>
Date: Sun, 5 Apr 2020 16:47:46 +0200
Subject: [PATCH 0851/1106] removing whitespace

---
 freqtrade/rpc/api_server.py | 2 +-
 freqtrade/rpc/rpc.py        | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/rpc/api_server.py b/freqtrade/rpc/api_server.py
index 7e0cdd71d..d2fb5bfad 100644
--- a/freqtrade/rpc/api_server.py
+++ b/freqtrade/rpc/api_server.py
@@ -358,7 +358,7 @@ class ApiServer(RPC):
         results = self._rpc_balance(self._config['stake_currency'],
                                     self._config.get('fiat_display_currency', ''))
         return self.rest_dump(results)
-    
+
     @require_login
     @rpc_catch_errors
     def _trades(self):
diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index b0c045e4a..a3506816b 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -270,7 +270,7 @@ class RPC:
             })
 
         return {
-            "trades" : output
+            "trades": output
         }
 
     def _rpc_trade_statistics(

From 8555c5b2110b29a65d20843fa1a66bf79a3a8219 Mon Sep 17 00:00:00 2001
From: Ork Blutt <orkblutt@msn.com>
Date: Sun, 5 Apr 2020 17:03:51 +0200
Subject: [PATCH 0852/1106] fix return value

---
 freqtrade/rpc/rpc.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index a3506816b..01e593e82 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -227,7 +227,7 @@ class RPC:
         ]
 
     def _rpc_trade_history(
-            self, last_trades_number: int) -> List[List[Any]]:
+            self, last_trades_number: int) -> Dict[str, List[Dict[str, Any]]]:
         """ Returns the X last trades """
         if last_trades_number > 0:
             trades = Trade.get_trades().order_by(Trade.id.desc()).limit(last_trades_number)

From 6256025c73ae59ce9f9f3c9e52216bd157db0a22 Mon Sep 17 00:00:00 2001
From: Ork Blutt <orkblutt@msn.com>
Date: Mon, 6 Apr 2020 11:00:31 +0200
Subject: [PATCH 0853/1106] various adjustement from PR discussion

---
 freqtrade/persistence.py    | 15 +++++++++++++-
 freqtrade/rpc/api_server.py |  5 ++---
 freqtrade/rpc/rpc.py        | 41 ++++++-------------------------------
 scripts/rest_client.py      |  7 ++++---
 4 files changed, 26 insertions(+), 42 deletions(-)

diff --git a/freqtrade/persistence.py b/freqtrade/persistence.py
index 0d668596c..b0ef4bd8f 100644
--- a/freqtrade/persistence.py
+++ b/freqtrade/persistence.py
@@ -188,7 +188,7 @@ class Trade(_DECL_BASE):
     fee_close = Column(Float, nullable=False, default=0.0)
     open_rate = Column(Float)
     open_rate_requested = Column(Float)
-    # open_trade_price - calcuated via _calc_open_trade_price
+    # open_trade_price - calculated via _calc_open_trade_price
     open_trade_price = Column(Float)
     close_rate = Column(Float)
     close_rate_requested = Column(Float)
@@ -233,6 +233,9 @@ class Trade(_DECL_BASE):
         return {
             'trade_id': self.id,
             'pair': self.pair,
+            'is_open': self.is_open,
+            'fee_open': self.fee_open,
+            'fee_close': self.fee_close,
             'open_date_hum': arrow.get(self.open_date).humanize(),
             'open_date': self.open_date.strftime("%Y-%m-%d %H:%M:%S"),
             'close_date_hum': (arrow.get(self.close_date).humanize()
@@ -240,14 +243,24 @@ class Trade(_DECL_BASE):
             'close_date': (self.close_date.strftime("%Y-%m-%d %H:%M:%S")
                            if self.close_date else None),
             'open_rate': self.open_rate,
+            'open_rate_requested': self.open_rate_requested,
+            'open_trade_price': self.open_trade_price,
             'close_rate': self.close_rate,
+            'close_rate_requested': self.close_rate_requested,
             'amount': round(self.amount, 8),
             'stake_amount': round(self.stake_amount, 8),
+            'close_profit': self.close_profit,
+            'sell_reason': self.sell_reason,
             'stop_loss': self.stop_loss,
             'stop_loss_pct': (self.stop_loss_pct * 100) if self.stop_loss_pct else None,
             'initial_stop_loss': self.initial_stop_loss,
             'initial_stop_loss_pct': (self.initial_stop_loss_pct * 100
                                       if self.initial_stop_loss_pct else None),
+            'min_rate': self.min_rate,
+            'max_rate': self.max_rate,
+            'strategy': self.strategy,
+            'ticker_interval': self.ticker_interval,
+            'open_order_id': self.open_order_id,
         }
 
     def adjust_min_max_rates(self, current_price: float) -> None:
diff --git a/freqtrade/rpc/api_server.py b/freqtrade/rpc/api_server.py
index d2fb5bfad..0335bb151 100644
--- a/freqtrade/rpc/api_server.py
+++ b/freqtrade/rpc/api_server.py
@@ -367,9 +367,8 @@ class ApiServer(RPC):
 
         Returns the X last trades in json format
         """
-        last_trades_number = request.args.get('last_trades_number', 0)
-        last_trades_number = int(last_trades_number)
-        results = self._rpc_trade_history(last_trades_number)
+        limit = int(request.args.get('limit', 0))
+        results = self._rpc_trade_history(limit)
         return self.rest_dump(results)
 
     @require_login
diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 01e593e82..b78856265 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -227,50 +227,21 @@ class RPC:
         ]
 
     def _rpc_trade_history(
-            self, last_trades_number: int) -> Dict[str, List[Dict[str, Any]]]:
+            self, limit: int) -> Dict[str, List[Dict[str, Any]]]:
         """ Returns the X last trades """
-        if last_trades_number > 0:
-            trades = Trade.get_trades().order_by(Trade.id.desc()).limit(last_trades_number)
+        if limit > 0:
+            trades = Trade.get_trades().order_by(Trade.id.desc()).limit(limit)
         else:
             trades = Trade.get_trades().order_by(Trade.id.desc()).all()
 
         output = []
 
         for trade in trades:
-            output.append({
-                'id': trade.id,
-                'pair': trade.pair,
-                'exchange': trade.exchange,
-                'is_open': trade.is_open if trade.is_open is not None else 0,
-                'open_rate': trade.open_rate,
-                'close_rate': trade.close_rate,
-                'fee_open': trade.fee_open,
-                'fee_close': trade.fee_close,
-                'open_rate_requested': trade.open_rate_requested,
-                'open_trade_price': trade.open_trade_price,
-                'close_rate_requested': trade.close_rate_requested,
-                'close_profit': trade.close_profit,
-                'close_profit_abs': trade.close_profit_abs,
-                'stake_amount': trade.stake_amount,
-                'amount': trade.amount,
-                'open_date': trade.open_date,
-                'close_date': trade.close_date,
-                'open_order_id': trade.open_order_id,
-                'stop_loss': trade.stop_loss,
-                'stop_loss_pct': trade.stop_loss_pct,
-                'initial_stop_loss': trade.initial_stop_loss,
-                'initial_stop_loss_pct': trade.initial_stop_loss_pct,
-                'stoploss_order_id': trade.stoploss_order_id,
-                'stoploss_last_update': trade.stoploss_last_update,
-                'max_rate': trade.max_rate,
-                'min_rate': trade.min_rate,
-                'sell_reason': trade.sell_reason,
-                'strategy': trade.strategy,
-                'ticker_interval': trade.ticker_interval,
-            })
+            output.append(trade.to_json())
 
         return {
-            "trades": output
+            "trades": output,
+            "trades_count": len(output)
         }
 
     def _rpc_trade_statistics(
diff --git a/scripts/rest_client.py b/scripts/rest_client.py
index 5cbdd8e07..116c00063 100755
--- a/scripts/rest_client.py
+++ b/scripts/rest_client.py
@@ -156,12 +156,13 @@ class FtRestClient():
         """
         return self._get("show_config")
 
-    def history(self, number=None):
-        """Return the amount of open trades.
+    def history(self, limit=None):
+        """Return trades history.
 
+        :param limit: Limits trades to the X last trades . No limit to get all the trades.
         :return: json object
         """
-        return self._get("trades", params={"last_trades_number": number} if number else 0)
+        return self._get("trades", params={"limit": limit} if limit else 0)
 
     def whitelist(self):
         """Show the current whitelist.

From a1e81a51efcc8497e1cdae8cb0303d894b6f2a17 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 6 Apr 2020 09:09:54 +0000
Subject: [PATCH 0854/1106] Bump ccxt from 1.25.38 to 1.25.81

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.25.38 to 1.25.81.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/doc/exchanges-by-country.rst)
- [Commits](https://github.com/ccxt/ccxt/compare/1.25.38...1.25.81)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 3c9802990..7e873aa83 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.25.38
+ccxt==1.25.81
 SQLAlchemy==1.3.15
 python-telegram-bot==12.5
 arrow==0.15.5

From 5de7ee3bdb1f11d3ae082face12a960c804136db Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 6 Apr 2020 09:10:07 +0000
Subject: [PATCH 0855/1106] Bump plotly from 4.5.4 to 4.6.0

Bumps [plotly](https://github.com/plotly/plotly.py) from 4.5.4 to 4.6.0.
- [Release notes](https://github.com/plotly/plotly.py/releases)
- [Changelog](https://github.com/plotly/plotly.py/blob/master/CHANGELOG.md)
- [Commits](https://github.com/plotly/plotly.py/compare/v4.5.4...v4.6.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-plot.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-plot.txt b/requirements-plot.txt
index 7a5b21e2d..3db48a201 100644
--- a/requirements-plot.txt
+++ b/requirements-plot.txt
@@ -1,5 +1,5 @@
 # Include all requirements to run the bot.
 -r requirements.txt
 
-plotly==4.5.4
+plotly==4.6.0
 

From 144d252e19bff28837f3f22fb29b3d42024e99eb Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 6 Apr 2020 09:10:30 +0000
Subject: [PATCH 0856/1106] Bump flask from 1.1.1 to 1.1.2

Bumps [flask](https://github.com/pallets/flask) from 1.1.1 to 1.1.2.
- [Release notes](https://github.com/pallets/flask/releases)
- [Changelog](https://github.com/pallets/flask/blob/master/CHANGES.rst)
- [Commits](https://github.com/pallets/flask/compare/1.1.1...1.1.2)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 3c9802990..310383680 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -24,7 +24,7 @@ python-rapidjson==0.9.1
 sdnotify==0.3.2
 
 # Api server
-flask==1.1.1
+flask==1.1.2
 
 # Support for colorized terminal output
 colorama==0.4.3

From 0b30cb7f8f42fd0e1fe430c3ec5299fda03dec09 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 6 Apr 2020 09:11:33 +0000
Subject: [PATCH 0857/1106] Bump pytest-mock from 2.0.0 to 3.0.0

Bumps [pytest-mock](https://github.com/pytest-dev/pytest-mock) from 2.0.0 to 3.0.0.
- [Release notes](https://github.com/pytest-dev/pytest-mock/releases)
- [Changelog](https://github.com/pytest-dev/pytest-mock/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest-mock/compare/v2.0.0...v3.0.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index 01f189c56..814003cbf 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -11,7 +11,7 @@ mypy==0.770
 pytest==5.4.1
 pytest-asyncio==0.10.0
 pytest-cov==2.8.1
-pytest-mock==2.0.0
+pytest-mock==3.0.0
 pytest-random-order==1.0.4
 
 # Convert jupyter notebooks to markdown documents

From be76e3c55482e9ae55bc820ca8b8e53dec247b75 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 6 Apr 2020 09:23:21 +0000
Subject: [PATCH 0858/1106] Bump python-telegram-bot from 12.5 to 12.5.1

Bumps [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) from 12.5 to 12.5.1.
- [Release notes](https://github.com/python-telegram-bot/python-telegram-bot/releases)
- [Changelog](https://github.com/python-telegram-bot/python-telegram-bot/blob/master/CHANGES.rst)
- [Commits](https://github.com/python-telegram-bot/python-telegram-bot/compare/v12.5...v12.5.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 7e873aa83..7f2b39ff2 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -2,7 +2,7 @@
 # mainly used for Raspberry pi installs
 ccxt==1.25.81
 SQLAlchemy==1.3.15
-python-telegram-bot==12.5
+python-telegram-bot==12.5.1
 arrow==0.15.5
 cachetools==4.0.0
 requests==2.23.0

From 815660c0700726d7c7cb9a8b82bf9e76186f016f Mon Sep 17 00:00:00 2001
From: Ork Blutt <orkblutt@msn.com>
Date: Mon, 6 Apr 2020 11:32:00 +0200
Subject: [PATCH 0859/1106] fix tests

---
 tests/rpc/test_rpc.py | 24 ++++++++++++++++++++++++
 1 file changed, 24 insertions(+)

diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index 47ffb771b..875a234b2 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -49,6 +49,18 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
         'base_currency': 'BTC',
         'open_date': ANY,
         'open_date_hum': ANY,
+        'is_open': ANY,
+        'fee_open': ANY,
+        'fee_close': ANY,
+        'open_rate_requested': ANY,
+        'open_trade_price': ANY,
+        'close_rate_requested': ANY,
+        'sell_reason': ANY,
+        'min_rate': ANY,
+        'max_rate': ANY,
+        'strategy': ANY,
+        'ticker_interval': ANY,
+        'open_order_id': ANY,
         'close_date': None,
         'close_date_hum': None,
         'open_rate': 1.098e-05,
@@ -76,6 +88,18 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
         'base_currency': 'BTC',
         'open_date': ANY,
         'open_date_hum': ANY,
+        'is_open': ANY,
+        'fee_open': ANY,
+        'fee_close': ANY,
+        'open_rate_requested': ANY,
+        'open_trade_price': ANY,
+        'close_rate_requested': ANY,
+        'sell_reason': ANY,
+        'min_rate': ANY,
+        'max_rate': ANY,
+        'strategy': ANY,
+        'ticker_interval': ANY,
+        'open_order_id': ANY,
         'close_date': None,
         'close_date_hum': None,
         'open_rate': 1.098e-05,

From d5609d49972f2d8ddc873b945090bba2635db00f Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Mon, 6 Apr 2020 13:12:32 +0200
Subject: [PATCH 0860/1106] Changed back to progressbar2 for better handling of
 logger. Coloring still needs some work (bug + what colors to use)

---
 freqtrade/optimize/hyperopt.py | 107 ++++++++++++++++++---------------
 requirements-hyperopt.txt      |   2 +-
 setup.py                       |   1 +
 3 files changed, 59 insertions(+), 51 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index a5921703f..1adaf54e1 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -22,7 +22,7 @@ from colorama import init as colorama_init
 from joblib import (Parallel, cpu_count, delayed, dump, load,
                     wrap_non_picklable_objects)
 from pandas import DataFrame, json_normalize, isna
-from tqdm import tqdm
+import progressbar
 import tabulate
 from os import path
 import io
@@ -44,7 +44,8 @@ with warnings.catch_warnings():
     from skopt import Optimizer
     from skopt.space import Dimension
 
-
+progressbar.streams.wrap_stderr()
+progressbar.streams.wrap_stdout()
 logger = logging.getLogger(__name__)
 
 
@@ -682,55 +683,67 @@ class Hyperopt:
                 logger.info(f'Effective number of parallel workers used: {jobs}')
 
                 # Define progressbar
-                self.progress_bar = tqdm(
-                    total=self.total_epochs, ncols=108, unit=' Epoch',
-                    bar_format='Epoch {n_fmt}/{total_fmt} ({percentage:3.0f}%)|{bar}|'
-                    ' [{elapsed}<{remaining} {rate_fmt}{postfix}]'
-                )
+                if self.print_colorized:
+                    widgets = [
+                        ' [Epoch ', progressbar.Counter(), ' of ', str(self.total_epochs),
+                        ' (', progressbar.Percentage(), ')] ',
+                        progressbar.Bar(marker=progressbar.AnimatedMarker(
+                            fill='█',
+                            fill_wrap='\x1b[32m{}\x1b[39m',
+                            marker_wrap='\x1b[31m{}\x1b[39m',
+                        )),
+                        ' [', progressbar.ETA(), ', ', progressbar.Timer(), ']',
+                    ]
+                else:
+                    widgets = [
+                        ' [Epoch ', progressbar.Counter(), ' of ', str(self.total_epochs), '] ',
+                        progressbar.Bar(marker='█'),
+                        ' [', progressbar.ETA(), ', ', progressbar.Timer(), ']',
+                    ]
+                with progressbar.ProgressBar(
+                         maxval=self.total_epochs, redirect_stdout=True, redirect_stderr=True,
+                         widgets=widgets
+                     ) as pbar:
+                    EVALS = ceil(self.total_epochs / jobs)
+                    for i in range(EVALS):
+                        # Correct the number of epochs to be processed for the last
+                        # iteration (should not exceed self.total_epochs in total)
+                        n_rest = (i + 1) * jobs - self.total_epochs
+                        current_jobs = jobs - n_rest if n_rest > 0 else jobs
 
-                EVALS = ceil(self.total_epochs / jobs)
-                for i in range(EVALS):
-                    # Correct the number of epochs to be processed for the last
-                    # iteration (should not exceed self.total_epochs in total)
-                    n_rest = (i + 1) * jobs - self.total_epochs
-                    current_jobs = jobs - n_rest if n_rest > 0 else jobs
+                        asked = self.opt.ask(n_points=current_jobs)
+                        f_val = self.run_optimizer_parallel(parallel, asked, i)
+                        self.opt.tell(asked, [v['loss'] for v in f_val])
+                        self.fix_optimizer_models_list()
 
-                    asked = self.opt.ask(n_points=current_jobs)
-                    f_val = self.run_optimizer_parallel(parallel, asked, i)
-                    self.opt.tell(asked, [v['loss'] for v in f_val])
-                    self.fix_optimizer_models_list()
+                        # Calculate progressbar outputs
+                        for j, val in enumerate(f_val):
+                            # Use human-friendly indexes here (starting from 1)
+                            current = i * jobs + j + 1
+                            val['current_epoch'] = current
+                            val['is_initial_point'] = current <= INITIAL_POINTS
 
-                    # Calculate progressbar outputs
-                    for j, val in enumerate(f_val):
-                        # Use human-friendly indexes here (starting from 1)
-                        current = i * jobs + j + 1
-                        val['current_epoch'] = current
-                        val['is_initial_point'] = current <= INITIAL_POINTS
-                        logger.debug(f"Optimizer epoch evaluated: {val}")
+                            logger.debug(f"Optimizer epoch evaluated: {val}")
 
-                        is_best = self.is_best_loss(val, self.current_best_loss)
-                        # This value is assigned here and not in the optimization method
-                        # to keep proper order in the list of results. That's because
-                        # evaluations can take different time. Here they are aligned in the
-                        # order they will be shown to the user.
-                        val['is_best'] = is_best
-                        output = self.get_results(val)
-                        if output:
-                            self.progress_bar.write(output)
-                        self.progress_bar.ncols = 108
-                        self.progress_bar.update(1)
+                            is_best = self.is_best_loss(val, self.current_best_loss)
+                            # This value is assigned here and not in the optimization method
+                            # to keep proper order in the list of results. That's because
+                            # evaluations can take different time. Here they are aligned in the
+                            # order they will be shown to the user.
+                            val['is_best'] = is_best
+                            self.print_results(val)
 
-                        if is_best:
-                            self.current_best_loss = val['loss']
-                        self.trials.append(val)
-                        # Save results after each best epoch and every 100 epochs
-                        if is_best or current % 100 == 0:
-                            self.save_trials()
-                self.progress_bar.ncols = 108
-                self.progress_bar.close()
+                            if is_best:
+                                self.current_best_loss = val['loss']
+                            self.trials.append(val)
+
+                            # Save results after each best epoch and every 100 epochs
+                            if is_best or current % 100 == 0:
+                                self.save_trials()
+
+                            pbar.update(current)
 
         except KeyboardInterrupt:
-            self.progress_bar.close()
             print('User interrupted..')
 
         self.save_trials(final=True)
@@ -743,9 +756,3 @@ class Hyperopt:
             # This is printed when Ctrl+C is pressed quickly, before first epochs have
             # a chance to be evaluated.
             print("No epochs evaluated yet, no best result.")
-
-    def __getstate__(self):
-        state = self.__dict__.copy()
-        del state['trials']
-        del state['progress_bar']
-        return state
diff --git a/requirements-hyperopt.txt b/requirements-hyperopt.txt
index 7469674cd..6df1eb157 100644
--- a/requirements-hyperopt.txt
+++ b/requirements-hyperopt.txt
@@ -7,4 +7,4 @@ scikit-learn==0.22.2.post1
 scikit-optimize==0.7.4
 filelock==3.0.12
 joblib==0.14.1
-tqdm==4.43.0
+progressbar2==3.50.1
diff --git a/setup.py b/setup.py
index 7890f862e..94c48a6a7 100644
--- a/setup.py
+++ b/setup.py
@@ -24,6 +24,7 @@ hyperopt = [
     'scikit-optimize',
     'filelock',
     'joblib',
+    'progressbar2',
     ]
 
 develop = [

From c1f9595086b3a3b2f7871ac0818c878a9c11b876 Mon Sep 17 00:00:00 2001
From: Ork Blutt <orkblutt@msn.com>
Date: Mon, 6 Apr 2020 15:49:24 +0200
Subject: [PATCH 0861/1106] fix broken tests

---
 tests/rpc/test_rpc_apiserver.py | 33 +++++++++++++++++++++++++++++++--
 tests/test_persistence.py       | 30 ++++++++++++++++++++++++++++--
 2 files changed, 59 insertions(+), 4 deletions(-)

diff --git a/tests/rpc/test_rpc_apiserver.py b/tests/rpc/test_rpc_apiserver.py
index e0abd886d..79073825d 100644
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -444,7 +444,22 @@ def test_api_status(botclient, mocker, ticker, fee, markets):
                         'stake_amount': 0.001,
                         'stop_loss': 0.0,
                         'stop_loss_pct': None,
-                        'trade_id': 1}]
+                        'trade_id': 1,
+                        'close_rate_requested': None,
+                        'current_profit': -0.41,
+                        'current_rate': 1.099e-05,
+                        'fee_close': 0.0025,
+                        'fee_open': 0.0025,
+                        'open_date': ANY,
+                        'is_open': True,
+                        'max_rate': 0.0,
+                        'min_rate': None,
+                        'open_order_id': ANY,
+                        'open_rate_requested': 1.098e-05,
+                        'open_trade_price': 0.0010025,
+                        'sell_reason': None,
+                        'strategy': 'DefaultStrategy',
+                        'ticker_interval': 5}]
 
 
 def test_api_version(botclient):
@@ -533,7 +548,21 @@ def test_api_forcebuy(botclient, mocker, fee):
                        'stake_amount': 1,
                        'stop_loss': None,
                        'stop_loss_pct': None,
-                       'trade_id': None}
+                       'trade_id': None,
+                       'close_profit': None,
+                       'close_rate_requested': None,
+                       'fee_close': 0.0025,
+                       'fee_open': 0.0025,
+                       'is_open': False,
+                       'max_rate': None,
+                       'min_rate': None,
+                       'open_order_id': '123456',
+                       'open_rate_requested': None,
+                       'open_trade_price': 0.2460546025,
+                       'sell_reason': None,
+                       'strategy': None,
+                       'ticker_interval': None
+                       }
 
 
 def test_api_forcesell(botclient, mocker, ticker, fee, markets):
diff --git a/tests/test_persistence.py b/tests/test_persistence.py
index 991922cba..c6de10e3d 100644
--- a/tests/test_persistence.py
+++ b/tests/test_persistence.py
@@ -777,18 +777,31 @@ def test_to_json(default_conf, fee):
 
     assert result == {'trade_id': None,
                       'pair': 'ETH/BTC',
+                      'is_open': None,
                       'open_date_hum': '2 hours ago',
                       'open_date': trade.open_date.strftime("%Y-%m-%d %H:%M:%S"),
+                      'open_order_id': 'dry_run_buy_12345',
                       'close_date_hum': None,
                       'close_date': None,
                       'open_rate': 0.123,
+                      'open_rate_requested': None,
+                      'open_trade_price': 15.1668225,
+                      'fee_close': 0.0025,
+                      'fee_open': 0.0025,
                       'close_rate': None,
+                      'close_rate_requested': None,
                       'amount': 123.0,
                       'stake_amount': 0.001,
+                      'close_profit': None,
+                      'sell_reason': None,
                       'stop_loss': None,
                       'stop_loss_pct': None,
                       'initial_stop_loss': None,
-                      'initial_stop_loss_pct': None}
+                      'initial_stop_loss_pct': None,
+                      'min_rate': None,
+                      'max_rate': None,
+                      'strategy': None,
+                      'ticker_interval': None}
 
     # Simulate dry_run entries
     trade = Trade(
@@ -819,7 +832,20 @@ def test_to_json(default_conf, fee):
                       'stop_loss': None,
                       'stop_loss_pct': None,
                       'initial_stop_loss': None,
-                      'initial_stop_loss_pct': None}
+                      'initial_stop_loss_pct': None,
+                      'close_profit': None,
+                      'close_rate_requested': None,
+                      'fee_close': 0.0025,
+                      'fee_open': 0.0025,
+                      'is_open': None,
+                      'max_rate': None,
+                      'min_rate': None,
+                      'open_order_id': None,
+                      'open_rate_requested': None,
+                      'open_trade_price': 12.33075,
+                      'sell_reason': None,
+                      'strategy': None,
+                      'ticker_interval': None}
 
 
 def test_stoploss_reinitialization(default_conf, fee):

From 20abb379aaeaea97f63b193d5e1a2caddb892533 Mon Sep 17 00:00:00 2001
From: orehunt <basso.bassista@gmail.com>
Date: Mon, 6 Apr 2020 15:49:59 +0200
Subject: [PATCH 0862/1106] trim trades to the available ohlcv data before
 plotting profits

---
 freqtrade/data/btanalysis.py | 13 ++++++++++---
 freqtrade/plot/plotting.py   |  3 +++
 2 files changed, 13 insertions(+), 3 deletions(-)

diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 23a9f720c..780980ad6 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -151,13 +151,20 @@ def load_trades(source: str, db_url: str, exportfilename: Path,
         return load_backtest_data(exportfilename)
 
 
-def extract_trades_of_period(dataframe: pd.DataFrame, trades: pd.DataFrame) -> pd.DataFrame:
+def extract_trades_of_period(dataframe: pd.DataFrame, trades: pd.DataFrame,
+                             date_index=False) -> pd.DataFrame:
     """
     Compare trades and backtested pair DataFrames to get trades performed on backtested period
     :return: the DataFrame of a trades of period
     """
-    trades = trades.loc[(trades['open_time'] >= dataframe.iloc[0]['date']) &
-                        (trades['close_time'] <= dataframe.iloc[-1]['date'])]
+    if date_index:
+        trades_start = dataframe.index[0]
+        trades_stop = dataframe.index[-1]
+    else:
+        trades_start = dataframe.iloc[0]['date']
+        trades_stop = dataframe.iloc[-1]['date']
+    trades = trades.loc[(trades['open_time'] >= trades_start) &
+                        (trades['close_time'] <= trades_stop)]
     return trades
 
 
diff --git a/freqtrade/plot/plotting.py b/freqtrade/plot/plotting.py
index 5da067069..6dcb71cc4 100644
--- a/freqtrade/plot/plotting.py
+++ b/freqtrade/plot/plotting.py
@@ -385,6 +385,9 @@ def generate_profit_graph(pairs: str, data: Dict[str, pd.DataFrame],
     # Combine close-values for all pairs, rename columns to "pair"
     df_comb = combine_dataframes_with_mean(data, "close")
 
+    # Trim trades to available OHLCV data
+    trades = extract_trades_of_period(df_comb, trades, date_index=True)
+
     # Add combined cumulative profit
     df_comb = create_cum_profit(df_comb, trades, 'cum_profit', timeframe)
 

From 2444fb9cd6afe8fe9cd086872d7e6d0b29e95ab7 Mon Sep 17 00:00:00 2001
From: Ork Blutt <orkblutt@msn.com>
Date: Mon, 6 Apr 2020 15:56:57 +0200
Subject: [PATCH 0863/1106] fix broken tests: remove duplicated value

---
 tests/rpc/test_rpc_apiserver.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/tests/rpc/test_rpc_apiserver.py b/tests/rpc/test_rpc_apiserver.py
index 79073825d..c96f68f29 100644
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -446,7 +446,6 @@ def test_api_status(botclient, mocker, ticker, fee, markets):
                         'stop_loss_pct': None,
                         'trade_id': 1,
                         'close_rate_requested': None,
-                        'current_profit': -0.41,
                         'current_rate': 1.099e-05,
                         'fee_close': 0.0025,
                         'fee_open': 0.0025,

From 200111fef6b4b8ff90818a4e76d6caa207fb4034 Mon Sep 17 00:00:00 2001
From: Ork Blutt <orkblutt@msn.com>
Date: Mon, 6 Apr 2020 16:07:43 +0200
Subject: [PATCH 0864/1106] fix method return value

---
 freqtrade/rpc/rpc.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index b78856265..35386760d 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -227,7 +227,7 @@ class RPC:
         ]
 
     def _rpc_trade_history(
-            self, limit: int) -> Dict[str, List[Dict[str, Any]]]:
+            self, limit: int) -> Dict:
         """ Returns the X last trades """
         if limit > 0:
             trades = Trade.get_trades().order_by(Trade.id.desc()).limit(limit)

From c95906cfcf89210b7045fc9f95ace14aa6c2cc31 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Tue, 7 Apr 2020 10:42:15 +0200
Subject: [PATCH 0865/1106] Update hyperopt.py

---
 freqtrade/optimize/hyperopt.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 1adaf54e1..a839d2111 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -649,7 +649,7 @@ class Hyperopt:
         self.hyperopt_table_header = -1
         data, timerange = self.backtesting.load_bt_data()
 
-        preprocessed = self.backtesting.strategy.tickerdata_to_dataframe(data)
+        preprocessed = self.backtesting.strategy.ohlcvdata_to_dataframe(data)
         # Trim startup period from analyzed dataframe
         for pair, df in preprocessed.items():
             preprocessed[pair] = trim_dataframe(df, timerange)

From 132f5f73f5bd7c083891802704e7bb208b12012b Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Tue, 7 Apr 2020 10:44:18 +0200
Subject: [PATCH 0866/1106] Update hyperopt.py

---
 freqtrade/optimize/hyperopt.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index a839d2111..bf32997c1 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -650,6 +650,7 @@ class Hyperopt:
         data, timerange = self.backtesting.load_bt_data()
 
         preprocessed = self.backtesting.strategy.ohlcvdata_to_dataframe(data)
+
         # Trim startup period from analyzed dataframe
         for pair, df in preprocessed.items():
             preprocessed[pair] = trim_dataframe(df, timerange)

From bdc85ec89b23a99abebe8722da799d81c42a208c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 7 Apr 2020 19:42:16 +0200
Subject: [PATCH 0867/1106] Move create_mock_tests to conftest and add test for
 test_trade-history

---
 tests/conftest.py             | 46 +++++++++++++++++++++++++++++++++
 tests/data/test_btanalysis.py |  2 +-
 tests/rpc/test_rpc.py         | 28 +++++++++++++++++++-
 tests/test_persistence.py     | 48 +----------------------------------
 4 files changed, 75 insertions(+), 49 deletions(-)

diff --git a/tests/conftest.py b/tests/conftest.py
index 64d0cd5ee..da1fbd6d4 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -166,6 +166,52 @@ def patch_get_signal(freqtrade: FreqtradeBot, value=(True, False)) -> None:
     freqtrade.exchange.refresh_latest_ohlcv = lambda p: None
 
 
+def create_mock_trades(fee):
+    """
+    Create some fake trades ...
+    """
+    # Simulate dry_run entries
+    trade = Trade(
+        pair='ETH/BTC',
+        stake_amount=0.001,
+        amount=123.0,
+        fee_open=fee.return_value,
+        fee_close=fee.return_value,
+        open_rate=0.123,
+        exchange='bittrex',
+        open_order_id='dry_run_buy_12345'
+    )
+    Trade.session.add(trade)
+
+    trade = Trade(
+        pair='ETC/BTC',
+        stake_amount=0.001,
+        amount=123.0,
+        fee_open=fee.return_value,
+        fee_close=fee.return_value,
+        open_rate=0.123,
+        close_rate=0.128,
+        close_profit=0.005,
+        exchange='bittrex',
+        is_open=False,
+        open_order_id='dry_run_sell_12345'
+    )
+    Trade.session.add(trade)
+
+    # Simulate prod entry
+    trade = Trade(
+        pair='ETC/BTC',
+        stake_amount=0.001,
+        amount=123.0,
+        fee_open=fee.return_value,
+        fee_close=fee.return_value,
+        open_rate=0.123,
+        exchange='bittrex',
+        open_order_id='prod_buy_12345'
+    )
+    Trade.session.add(trade)
+
+
 @pytest.fixture(autouse=True)
 def patch_coingekko(mocker) -> None:
     """
diff --git a/tests/data/test_btanalysis.py b/tests/data/test_btanalysis.py
index 463e5ae36..0edad8e78 100644
--- a/tests/data/test_btanalysis.py
+++ b/tests/data/test_btanalysis.py
@@ -15,7 +15,7 @@ from freqtrade.data.btanalysis import (BT_DATA_COLUMNS,
                                        load_backtest_data, load_trades,
                                        load_trades_from_db)
 from freqtrade.data.history import load_data, load_pair_history
-from tests.test_persistence import create_mock_trades
+from tests.conftest import create_mock_trades
 
 
 def test_load_backtest_data(testdatadir):
diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index 875a234b2..d2af4bd87 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -13,7 +13,7 @@ from freqtrade.persistence import Trade
 from freqtrade.rpc import RPC, RPCException
 from freqtrade.rpc.fiat_convert import CryptoToFiatConverter
 from freqtrade.state import State
-from tests.conftest import get_patched_freqtradebot, patch_get_signal
+from tests.conftest import get_patched_freqtradebot, patch_get_signal, create_mock_trades
 
 
 # Functions for recurrent object patching
@@ -211,6 +211,32 @@ def test_rpc_daily_profit(default_conf, update, ticker, fee,
         rpc._rpc_daily_profit(0, stake_currency, fiat_display_currency)
 
 
+def test_rpc_trade_history(mocker, default_conf, markets, fee):
+    mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
+    mocker.patch.multiple(
+        'freqtrade.exchange.Exchange',
+        markets=PropertyMock(return_value=markets)
+    )
+
+    freqtradebot = get_patched_freqtradebot(mocker, default_conf)
+    create_mock_trades(fee)
+    rpc = RPC(freqtradebot)
+    rpc._fiat_converter = CryptoToFiatConverter()
+    trades = rpc._rpc_trade_history(2)
+    assert len(trades['trades']) == 2
+    assert trades['trades_count'] == 2
+    assert isinstance(trades['trades'][0], dict)
+    assert isinstance(trades['trades'][1], dict)
+
+    trades = rpc._rpc_trade_history(0)
+    assert len(trades['trades']) == 3
+    assert trades['trades_count'] == 3
+    # The first trade is for ETH ... sorting is descending
+    assert trades['trades'][-1]['pair'] == 'ETH/BTC'
+    assert trades['trades'][0]['pair'] == 'ETC/BTC'
+    assert trades['trades'][1]['pair'] == 'ETC/BTC'
+
+
 def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
                               limit_buy_order, limit_sell_order, mocker) -> None:
     mocker.patch.multiple(
diff --git a/tests/test_persistence.py b/tests/test_persistence.py
index c6de10e3d..ceac24356 100644
--- a/tests/test_persistence.py
+++ b/tests/test_persistence.py
@@ -9,53 +9,7 @@ from sqlalchemy import create_engine
 from freqtrade import constants
 from freqtrade.exceptions import OperationalException
 from freqtrade.persistence import Trade, clean_dry_run_db, init
-from tests.conftest import log_has
-
-
-def create_mock_trades(fee):
-    """
-    Create some fake trades ...
-    """
-    # Simulate dry_run entries
-    trade = Trade(
-        pair='ETH/BTC',
-        stake_amount=0.001,
-        amount=123.0,
-        fee_open=fee.return_value,
-        fee_close=fee.return_value,
-        open_rate=0.123,
-        exchange='bittrex',
-        open_order_id='dry_run_buy_12345'
-    )
-    Trade.session.add(trade)
-
-    trade = Trade(
-        pair='ETC/BTC',
-        stake_amount=0.001,
-        amount=123.0,
-        fee_open=fee.return_value,
-        fee_close=fee.return_value,
-        open_rate=0.123,
-        close_rate=0.128,
-        close_profit=0.005,
-        exchange='bittrex',
-        is_open=False,
-        open_order_id='dry_run_sell_12345'
-    )
-    Trade.session.add(trade)
-
-    # Simulate prod entry
-    trade = Trade(
-        pair='ETC/BTC',
-        stake_amount=0.001,
-        amount=123.0,
-        fee_open=fee.return_value,
-        fee_close=fee.return_value,
-        open_rate=0.123,
-        exchange='bittrex',
-        open_order_id='prod_buy_12345'
-    )
-    Trade.session.add(trade)
+from tests.conftest import log_has, create_mock_trades
 
 
 def test_init_create_session(default_conf):

From 296c616ce7c2595ec65ba11d4c0ad0d7e670721f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 7 Apr 2020 19:50:13 +0200
Subject: [PATCH 0868/1106] Add test for api-trades call

---
 tests/rpc/test_rpc_apiserver.py | 26 +++++++++++++++++++++++++-
 1 file changed, 25 insertions(+), 1 deletion(-)

diff --git a/tests/rpc/test_rpc_apiserver.py b/tests/rpc/test_rpc_apiserver.py
index c96f68f29..6548790cb 100644
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -13,7 +13,7 @@ from freqtrade.__init__ import __version__
 from freqtrade.persistence import Trade
 from freqtrade.rpc.api_server import BASE_URI, ApiServer
 from freqtrade.state import State
-from tests.conftest import get_patched_freqtradebot, log_has, patch_get_signal
+from tests.conftest import get_patched_freqtradebot, log_has, patch_get_signal, create_mock_trades
 
 _TEST_USER = "FreqTrader"
 _TEST_PASS = "SuperSecurePassword1!"
@@ -302,6 +302,30 @@ def test_api_daily(botclient, mocker, ticker, fee, markets):
     assert rc.json[0][0] == str(datetime.utcnow().date())
 
 
+def test_api_trades(botclient, mocker, ticker, fee, markets):
+    ftbot, client = botclient
+    patch_get_signal(ftbot, (True, False))
+    mocker.patch.multiple(
+        'freqtrade.exchange.Exchange',
+        markets=PropertyMock(return_value=markets)
+    )
+    rc = client_get(client, f"{BASE_URI}/trades")
+    assert_response(rc)
+    assert len(rc.json) == 2
+    assert rc.json['trades_count'] == 0
+
+    create_mock_trades(fee)
+
+    rc = client_get(client, f"{BASE_URI}/trades")
+    assert_response(rc)
+    assert len(rc.json['trades']) == 3
+    assert rc.json['trades_count'] == 3
+    rc = client_get(client, f"{BASE_URI}/trades?limit=2")
+    assert_response(rc)
+    assert len(rc.json['trades']) == 2
+    assert rc.json['trades_count'] == 2
+
+
 def test_api_edge_disabled(botclient, mocker, ticker, fee, markets):
     ftbot, client = botclient
     patch_get_signal(ftbot, (True, False))

From 492c2799dc78c38ece251c06f4377fdf03113b61 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 7 Apr 2020 19:52:34 +0200
Subject: [PATCH 0869/1106] Rename rest-client script history to trades

---
 scripts/rest_client.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/scripts/rest_client.py b/scripts/rest_client.py
index 116c00063..b26c32479 100755
--- a/scripts/rest_client.py
+++ b/scripts/rest_client.py
@@ -156,10 +156,10 @@ class FtRestClient():
         """
         return self._get("show_config")
 
-    def history(self, limit=None):
+    def trades(self, limit=None):
         """Return trades history.
 
-        :param limit: Limits trades to the X last trades . No limit to get all the trades.
+        :param limit: Limits trades to the X last trades. No limit to get all the trades.
         :return: json object
         """
         return self._get("trades", params={"limit": limit} if limit else 0)

From 02192f28cd62a1fe4b0bf95545f718079122b715 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 8 Apr 2020 07:56:21 +0200
Subject: [PATCH 0870/1106] Small stylistic updates

---
 freqtrade/rpc/rpc.py | 8 ++------
 1 file changed, 2 insertions(+), 6 deletions(-)

diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 35386760d..8645e466e 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -226,18 +226,14 @@ class RPC:
             for key, value in profit_days.items()
         ]
 
-    def _rpc_trade_history(
-            self, limit: int) -> Dict:
+    def _rpc_trade_history(self, limit: int) -> Dict:
         """ Returns the X last trades """
         if limit > 0:
             trades = Trade.get_trades().order_by(Trade.id.desc()).limit(limit)
         else:
             trades = Trade.get_trades().order_by(Trade.id.desc()).all()
 
-        output = []
-
-        for trade in trades:
-            output.append(trade.to_json())
+        output = [trade.to_json() for trade in trades]
 
         return {
             "trades": output,

From 5cff72a42e1ab58d841d42cae43cf59f6fbcf932 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 9 Apr 2020 09:22:38 +0200
Subject: [PATCH 0871/1106] Improve logging to ensure which branch is used for
 buy order cancels

---
 freqtrade/freqtradebot.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 570f8bea8..16e4d4d2d 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -904,6 +904,7 @@ class FreqtradeBot:
             logger.info('Buy order %s for %s.', reason, trade)
 
         if corder.get('remaining', order['remaining']) == order['amount']:
+            logger.info('Buy order removed from database %s', trade)
             # if trade is not partially completed, just delete the trade
             Trade.session.delete(trade)
             Trade.session.flush()

From 4707484a4cf8982bb9aa1548b5ba754356981d0d Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Thu, 9 Apr 2020 11:42:13 +0200
Subject: [PATCH 0872/1106] Fix issue with colring enabled + styling

---
 freqtrade/optimize/hyperopt.py | 27 +++++++++------------------
 1 file changed, 9 insertions(+), 18 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index fac613549..f34967af2 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -7,7 +7,6 @@ This module contains the hyperopt logic
 import locale
 import logging
 import random
-import sys
 import warnings
 from math import ceil
 from collections import OrderedDict
@@ -18,7 +17,6 @@ from typing import Any, Dict, List, Optional
 
 import rapidjson
 from colorama import Fore, Style
-from colorama import init as colorama_init
 from joblib import (Parallel, cpu_count, delayed, dump, load,
                     wrap_non_picklable_objects)
 from pandas import DataFrame, json_normalize, isna
@@ -268,17 +266,10 @@ class Hyperopt:
         Log results if it is better than any previous evaluation
         """
         is_best = results['is_best']
-        if not self.print_all:
-            # Print '\n' after each 100th epoch to separate dots from the log messages.
-            # Otherwise output is messy on a terminal.
-            print('.', end='' if results['current_epoch'] % 100 != 0 else None)  # type: ignore
-            sys.stdout.flush()
 
         if self.print_all or is_best:
-            if not self.print_all:
-                # Separate the results explanation string from dots
-                print("\n")
-            print(self.get_result_table(
+            print(
+                self.get_result_table(
                     self.config, results, self.total_epochs,
                     self.print_all, self.print_colorized,
                     self.hyperopt_table_header
@@ -675,9 +666,6 @@ class Hyperopt:
         self.dimensions: List[Dimension] = self.hyperopt_space()
         self.opt = self.get_optimizer(self.dimensions, config_jobs)
 
-        if self.print_colorized:
-            colorama_init(autoreset=True)
-
         try:
             with Parallel(n_jobs=config_jobs) as parallel:
                 jobs = parallel._effective_n_jobs()
@@ -690,15 +678,18 @@ class Hyperopt:
                         ' (', progressbar.Percentage(), ')] ',
                         progressbar.Bar(marker=progressbar.AnimatedMarker(
                             fill='█',
-                            fill_wrap='\x1b[32m{}\x1b[39m',
-                            marker_wrap='\x1b[31m{}\x1b[39m',
+                            fill_wrap=Fore.GREEN + '{}' + Fore.RESET,
+                            marker_wrap=Style.BRIGHT + '{}' + Style.RESET_ALL,
                         )),
                         ' [', progressbar.ETA(), ', ', progressbar.Timer(), ']',
                     ]
                 else:
                     widgets = [
-                        ' [Epoch ', progressbar.Counter(), ' of ', str(self.total_epochs), '] ',
-                        progressbar.Bar(marker='█'),
+                        ' [Epoch ', progressbar.Counter(), ' of ', str(self.total_epochs),
+                        ' (', progressbar.Percentage(), ')] ',
+                        progressbar.Bar(marker=progressbar.AnimatedMarker(
+                            fill='█',
+                        )),
                         ' [', progressbar.ETA(), ', ', progressbar.Timer(), ']',
                     ]
                 with progressbar.ProgressBar(

From 346e09fed1045b73a9fa5aa25fa8226660fb7356 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 9 Apr 2020 19:32:10 +0200
Subject: [PATCH 0873/1106] Add test verifying that cancel_order with empty
 remaining is causing the bug

---
 tests/test_freqtradebot.py | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index e37270bd3..2536d57db 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2204,14 +2204,11 @@ def test_check_handle_timedout_exception(default_conf, ticker, open_trade, mocke
                       caplog)
 
 
-def test_handle_timedout_limit_buy(mocker, default_conf, limit_buy_order) -> None:
+def test_handle_timedout_limit_buy(mocker, caplog, default_conf, limit_buy_order) -> None:
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     cancel_order_mock = MagicMock(return_value=limit_buy_order)
-    mocker.patch.multiple(
-        'freqtrade.exchange.Exchange',
-        cancel_order=cancel_order_mock
-    )
+    mocker.patch('freqtrade.exchange.Exchange.cancel_order', cancel_order_mock)
 
     freqtrade = FreqtradeBot(default_conf)
 
@@ -2227,9 +2224,14 @@ def test_handle_timedout_limit_buy(mocker, default_conf, limit_buy_order) -> Non
     assert not freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
     assert cancel_order_mock.call_count == 1
 
+    mocker.patch('freqtrade.exchange.Exchange.cancel_order', side_effect=InvalidOrderException)
+    assert not freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
+    assert log_has_re(r"Could not cancel buy order", caplog)
+
 
 @pytest.mark.parametrize('cancelorder', [
     {},
+    {'remaining': None},
     'String Return value',
     123
 ])

From cbf5bf6735fa1b0aabfce9ba58fe370dd2d600c4 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 9 Apr 2020 19:34:48 +0200
Subject: [PATCH 0874/1106] Add safe_value_fallback function

---
 freqtrade/misc.py  | 15 +++++++++++++++
 tests/test_misc.py | 15 ++++++++++++++-
 2 files changed, 29 insertions(+), 1 deletion(-)

diff --git a/freqtrade/misc.py b/freqtrade/misc.py
index 1f52b75ec..ea7bab843 100644
--- a/freqtrade/misc.py
+++ b/freqtrade/misc.py
@@ -134,6 +134,21 @@ def round_dict(d, n):
     return {k: (round(v, n) if isinstance(v, float) else v) for k, v in d.items()}
 
 
+def safe_value_fallback(dict1: dict, dict2: dict, key1: str, key2: str, default_value=None):
+    """
+    Search a value in dict1, return this if it's not None.
+    Fall back to dict2 - return key2 from dict2 if it's not None.
+    Else falls back to None.
+
+    """
+    if key1 in dict1 and dict1[key1] is not None:
+        return dict1[key1]
+    else:
+        if key2 in dict2 and dict2[key2] is not None:
+            return dict2[key2]
+    return default_value
+
+
 def plural(num: float, singular: str, plural: str = None) -> str:
     return singular if (num == 1 or num == -1) else plural or singular + 's'
 
diff --git a/tests/test_misc.py b/tests/test_misc.py
index c1e23926b..1bb5b40af 100644
--- a/tests/test_misc.py
+++ b/tests/test_misc.py
@@ -9,7 +9,7 @@ import pytest
 from freqtrade.data.converter import ohlcv_to_dataframe
 from freqtrade.misc import (datesarray_to_datetimearray, file_dump_json,
                             file_load_json, format_ms_time, pair_to_filename,
-                            plural, shorten_date)
+                            plural, safe_value_fallback, shorten_date)
 
 
 def test_shorten_date() -> None:
@@ -93,6 +93,19 @@ def test_format_ms_time() -> None:
     assert format_ms_time(date_in_epoch_ms) == res.astimezone(None).strftime('%Y-%m-%dT%H:%M:%S')
 
 
+def test_safe_value_fallback():
+    dict1 = {'keya': None, 'keyb': 2, 'keyc': 5}
+    dict2 = {'keya': 20, 'keyb': None, 'keyc': 6}
+    assert safe_value_fallback(dict1, dict2, 'keya', 'keya') == 20
+    assert safe_value_fallback(dict2, dict1, 'keya', 'keya') == 20
+
+    assert safe_value_fallback(dict1, dict2, 'keyb', 'keyb') == 2
+    assert safe_value_fallback(dict2, dict1, 'keyb', 'keyb') == 2
+
+    assert safe_value_fallback(dict1, dict2, 'keyc', 'keyc') == 5
+    assert safe_value_fallback(dict2, dict1, 'keyc', 'keyc') == 6
+
+
 def test_plural() -> None:
     assert plural(0, "page") == "pages"
     assert plural(0.0, "page") == "pages"

From f39706cabd78c35aaf668bf290ba4c79ae744bcb Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 9 Apr 2020 19:35:27 +0200
Subject: [PATCH 0875/1106] Fix #3130 - when corder['remaining'] contains
 none-type

---
 freqtrade/freqtradebot.py | 19 +++++++++++++------
 1 file changed, 13 insertions(+), 6 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 16e4d4d2d..b5c2ac4ee 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -20,6 +20,7 @@ from freqtrade.data.dataprovider import DataProvider
 from freqtrade.edge import Edge
 from freqtrade.exceptions import DependencyException, InvalidOrderException
 from freqtrade.exchange import timeframe_to_minutes, timeframe_to_next_date
+from freqtrade.misc import safe_value_fallback
 from freqtrade.pairlist.pairlistmanager import PairListManager
 from freqtrade.persistence import Trade
 from freqtrade.resolvers import ExchangeResolver, StrategyResolver
@@ -892,18 +893,23 @@ class FreqtradeBot:
         """
         if order['status'] != 'canceled':
             reason = "cancelled due to timeout"
-            corder = self.exchange.cancel_order(trade.open_order_id, trade.pair)
-            # Some exchanges don't return a dict here.
-            if not isinstance(corder, dict):
+            try:
+                corder = self.exchange.cancel_order(trade.open_order_id, trade.pair)
+                # Some exchanges don't return a dict here.
+                if not isinstance(corder, dict):
+                    corder = {}
+                logger.info('Buy order %s for %s.', reason, trade)
+            except InvalidOrderException:
                 corder = {}
-            logger.info('Buy order %s for %s.', reason, trade)
+                logger.exception(
+                    f"Could not cancel buy order {trade.open_order_id} for pair {trade.pair}")
         else:
             # Order was cancelled already, so we can reuse the existing dict
             corder = order
             reason = "cancelled on exchange"
             logger.info('Buy order %s for %s.', reason, trade)
 
-        if corder.get('remaining', order['remaining']) == order['amount']:
+        if safe_value_fallback(corder, order, 'remaining', 'remaining') == order['amount']:
             logger.info('Buy order removed from database %s', trade)
             # if trade is not partially completed, just delete the trade
             Trade.session.delete(trade)
@@ -915,7 +921,8 @@ class FreqtradeBot:
         # cancel_order may not contain the full order dict, so we need to fallback
         # to the order dict aquired before cancelling.
         # we need to fall back to the values from order if corder does not contain these keys.
-        trade.amount = order['amount'] - corder.get('remaining', order['remaining'])
+        trade.amount = order['amount'] - safe_value_fallback(corder, order,
+                                                             'remaining', 'remaining')
         trade.stake_amount = trade.amount * trade.open_rate
         # verify if fees were taken from amount to avoid problems during selling
         try:

From c03f637f5b629b55e74c4b8e0405bc8f7767bd7e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 9 Apr 2020 19:40:04 +0200
Subject: [PATCH 0876/1106] Improve safe_value_fallback test

---
 tests/test_misc.py | 12 ++++++++++--
 1 file changed, 10 insertions(+), 2 deletions(-)

diff --git a/tests/test_misc.py b/tests/test_misc.py
index 1bb5b40af..832bcb3a9 100644
--- a/tests/test_misc.py
+++ b/tests/test_misc.py
@@ -94,8 +94,8 @@ def test_format_ms_time() -> None:
 
 
 def test_safe_value_fallback():
-    dict1 = {'keya': None, 'keyb': 2, 'keyc': 5}
-    dict2 = {'keya': 20, 'keyb': None, 'keyc': 6}
+    dict1 = {'keya': None, 'keyb': 2, 'keyc': 5, 'keyd': None}
+    dict2 = {'keya': 20, 'keyb': None, 'keyc': 6, 'keyd': None}
     assert safe_value_fallback(dict1, dict2, 'keya', 'keya') == 20
     assert safe_value_fallback(dict2, dict1, 'keya', 'keya') == 20
 
@@ -105,6 +105,14 @@ def test_safe_value_fallback():
     assert safe_value_fallback(dict1, dict2, 'keyc', 'keyc') == 5
     assert safe_value_fallback(dict2, dict1, 'keyc', 'keyc') == 6
 
+    assert safe_value_fallback(dict1, dict2, 'keyd', 'keyd') is None
+    assert safe_value_fallback(dict2, dict1, 'keyd', 'keyd') is None
+    assert safe_value_fallback(dict2, dict1, 'keyd', 'keyd', 1234) == 1234
+
+    assert safe_value_fallback(dict1, dict2, 'keyNo', 'keyNo') is None
+    assert safe_value_fallback(dict2, dict1, 'keyNo', 'keyNo') is None
+    assert safe_value_fallback(dict2, dict1, 'keyNo', 'keyNo', 1234) == 1234
+
 
 def test_plural() -> None:
     assert plural(0, "page") == "pages"

From d9e54ab7a4b386a1faa89dbb995fceb1f1c90a92 Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sat, 11 Apr 2020 17:42:19 +0200
Subject: [PATCH 0877/1106] Update freqtrade/optimize/hyperopt.py

nice find

Co-Authored-By: Matthias <xmatthias@outlook.com>
---
 freqtrade/optimize/hyperopt.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index f34967af2..4b9139681 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -677,7 +677,7 @@ class Hyperopt:
                         ' [Epoch ', progressbar.Counter(), ' of ', str(self.total_epochs),
                         ' (', progressbar.Percentage(), ')] ',
                         progressbar.Bar(marker=progressbar.AnimatedMarker(
-                            fill='█',
+                            fill='\N{FULL BLOCK}',
                             fill_wrap=Fore.GREEN + '{}' + Fore.RESET,
                             marker_wrap=Style.BRIGHT + '{}' + Style.RESET_ALL,
                         )),

From 2c1c1c7f166871d1ba7ce95803426c50f85ff4df Mon Sep 17 00:00:00 2001
From: Fredrik81 <devnull81@gmail.com>
Date: Sat, 11 Apr 2020 17:42:32 +0200
Subject: [PATCH 0878/1106] Update freqtrade/optimize/hyperopt.py

nice find

Co-Authored-By: Matthias <xmatthias@outlook.com>
---
 freqtrade/optimize/hyperopt.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 4b9139681..affd6f3b3 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -688,7 +688,7 @@ class Hyperopt:
                         ' [Epoch ', progressbar.Counter(), ' of ', str(self.total_epochs),
                         ' (', progressbar.Percentage(), ')] ',
                         progressbar.Bar(marker=progressbar.AnimatedMarker(
-                            fill='█',
+                            fill='\N{FULL BLOCK}',
                         )),
                         ' [', progressbar.ETA(), ', ', progressbar.Timer(), ']',
                     ]

From 952d2f7513a7b28d6ee0fad8142169aeb6ebe166 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 12 Apr 2020 09:55:21 +0200
Subject: [PATCH 0879/1106] have version-detection fall back to
 freqtrade_commit

this allows freqtrade --version to work in docker too.

sample command:
`docker-compose run --rm freqtrade -version`
---
 freqtrade/__init__.py | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/freqtrade/__init__.py b/freqtrade/__init__.py
index ad432a20b..4da56c3aa 100644
--- a/freqtrade/__init__.py
+++ b/freqtrade/__init__.py
@@ -24,4 +24,11 @@ if __version__ == 'develop':
         #     stderr=subprocess.DEVNULL).decode("utf-8").rstrip().strip('"')
     except Exception:
         # git not available, ignore
-        pass
+        try:
+            # Try Fallback to freqtrade_commit file (created by CI whild building docker image)
+            from pathlib import Path
+            versionfile = Path('./freqtrade_commit')
+            if versionfile.is_file():
+                __version__ = f"docker-{versionfile.read_text()[:8]}"
+        except Exception:
+            pass

From 4ee0cbb5751c2bdb67724d379c6f2e3b1d12b339 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 12 Apr 2020 10:40:02 +0200
Subject: [PATCH 0880/1106] Reset index to correctly gather index

---
 freqtrade/data/btanalysis.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 4505ea52a..a96e43dff 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -213,7 +213,7 @@ def calculate_max_drawdown(trades: pd.DataFrame, *, date_col: str = 'close_time'
     """
     if len(trades) == 0:
         raise ValueError("Trade dataframe empty.")
-    profit_results = trades.sort_values(date_col)
+    profit_results = trades.sort_values(date_col).reset_index()
     max_drawdown_df = pd.DataFrame()
     max_drawdown_df['cumulative'] = profit_results[value_col].cumsum()
     max_drawdown_df['high_value'] = max_drawdown_df['cumulative'].cummax()

From eac4dbcd287871aeff837b875d730118d2165081 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 13 Apr 2020 08:30:31 +0000
Subject: [PATCH 0881/1106] Bump sqlalchemy from 1.3.15 to 1.3.16

Bumps [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) from 1.3.15 to 1.3.16.
- [Release notes](https://github.com/sqlalchemy/sqlalchemy/releases)
- [Changelog](https://github.com/sqlalchemy/sqlalchemy/blob/master/CHANGES)
- [Commits](https://github.com/sqlalchemy/sqlalchemy/commits)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index eb6ed8464..4a5d66c09 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,7 +1,7 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
 ccxt==1.25.81
-SQLAlchemy==1.3.15
+SQLAlchemy==1.3.16
 python-telegram-bot==12.5.1
 arrow==0.15.5
 cachetools==4.0.0

From 350b4d5e7deaca04b36805503616f8f8001cad17 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 13 Apr 2020 08:31:00 +0000
Subject: [PATCH 0882/1106] Bump coveralls from 1.11.1 to 2.0.0

Bumps [coveralls](https://github.com/coveralls-clients/coveralls-python) from 1.11.1 to 2.0.0.
- [Release notes](https://github.com/coveralls-clients/coveralls-python/releases)
- [Changelog](https://github.com/coveralls-clients/coveralls-python/blob/master/CHANGELOG.md)
- [Commits](https://github.com/coveralls-clients/coveralls-python/compare/1.11.1...2.0.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index 814003cbf..ae240d7c8 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -3,7 +3,7 @@
 -r requirements-plot.txt
 -r requirements-hyperopt.txt
 
-coveralls==1.11.1
+coveralls==2.0.0
 flake8==3.7.9
 flake8-type-annotations==0.1.0
 flake8-tidy-imports==4.1.0

From cfcce0e657feb91f69198f426d9f91f2a46ea290 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 13 Apr 2020 08:32:29 +0000
Subject: [PATCH 0883/1106] Bump mkdocs-material from 4.6.3 to 5.1.0

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material) from 4.6.3 to 5.1.0.
- [Release notes](https://github.com/squidfunk/mkdocs-material/releases)
- [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG)
- [Commits](https://github.com/squidfunk/mkdocs-material/compare/4.6.3...5.1.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 docs/requirements-docs.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/requirements-docs.txt b/docs/requirements-docs.txt
index 48ade026e..138b6e862 100644
--- a/docs/requirements-docs.txt
+++ b/docs/requirements-docs.txt
@@ -1,2 +1,2 @@
-mkdocs-material==4.6.3
+mkdocs-material==5.1.0
 mdx_truly_sane_lists==1.2

From fb0d76b94a73c4764adff2fc89dbf98bfc2e5589 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 13 Apr 2020 11:47:12 +0000
Subject: [PATCH 0884/1106] Bump cachetools from 4.0.0 to 4.1.0

Bumps [cachetools](https://github.com/tkem/cachetools) from 4.0.0 to 4.1.0.
- [Release notes](https://github.com/tkem/cachetools/releases)
- [Changelog](https://github.com/tkem/cachetools/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/tkem/cachetools/compare/v4.0.0...v4.1.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 4a5d66c09..e22bebf28 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -4,7 +4,7 @@ ccxt==1.25.81
 SQLAlchemy==1.3.16
 python-telegram-bot==12.5.1
 arrow==0.15.5
-cachetools==4.0.0
+cachetools==4.1.0
 requests==2.23.0
 urllib3==1.25.8
 wrapt==1.12.1

From a166fc887f27e1670ea29f38155059206e85e8cf Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 13 Apr 2020 11:47:14 +0000
Subject: [PATCH 0885/1106] Bump python-telegram-bot from 12.5.1 to 12.6.1

Bumps [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) from 12.5.1 to 12.6.1.
- [Release notes](https://github.com/python-telegram-bot/python-telegram-bot/releases)
- [Changelog](https://github.com/python-telegram-bot/python-telegram-bot/blob/master/CHANGES.rst)
- [Commits](https://github.com/python-telegram-bot/python-telegram-bot/compare/v12.5.1...v12.6.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 4a5d66c09..e1572e215 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -2,7 +2,7 @@
 # mainly used for Raspberry pi installs
 ccxt==1.25.81
 SQLAlchemy==1.3.16
-python-telegram-bot==12.5.1
+python-telegram-bot==12.6.1
 arrow==0.15.5
 cachetools==4.0.0
 requests==2.23.0

From a1d2124e450db4993c9d0bd8c81db0aab8f59fc2 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 13 Apr 2020 12:29:38 +0000
Subject: [PATCH 0886/1106] Bump ccxt from 1.25.81 to 1.26.12

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.25.81 to 1.26.12.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/doc/exchanges-by-country.rst)
- [Commits](https://github.com/ccxt/ccxt/compare/1.25.81...1.26.12)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index ca8918caf..a6a0fb78e 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.25.81
+ccxt==1.26.12
 SQLAlchemy==1.3.16
 python-telegram-bot==12.6.1
 arrow==0.15.5

From ddf37ef059655c93ec9109382815e683ae834dd2 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 14 Apr 2020 08:02:42 +0200
Subject: [PATCH 0887/1106] Add test to demonstrate that the dataframe is not
 changed

---
 freqtrade/data/btanalysis.py  | 2 +-
 tests/data/test_btanalysis.py | 6 ++++++
 2 files changed, 7 insertions(+), 1 deletion(-)

diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index a96e43dff..0c2fbff1e 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -213,7 +213,7 @@ def calculate_max_drawdown(trades: pd.DataFrame, *, date_col: str = 'close_time'
     """
     if len(trades) == 0:
         raise ValueError("Trade dataframe empty.")
-    profit_results = trades.sort_values(date_col).reset_index()
+    profit_results = trades.sort_values(date_col).reset_index(drop=True)
     max_drawdown_df = pd.DataFrame()
     max_drawdown_df['cumulative'] = profit_results[value_col].cumsum()
     max_drawdown_df['high_value'] = max_drawdown_df['cumulative'].cummax()
diff --git a/tests/data/test_btanalysis.py b/tests/data/test_btanalysis.py
index 4eec20976..7b894cccc 100644
--- a/tests/data/test_btanalysis.py
+++ b/tests/data/test_btanalysis.py
@@ -201,7 +201,13 @@ def test_calculate_max_drawdown2():
 
     dates = [Arrow(2020, 1, 1).shift(days=i) for i in range(len(values))]
     df = DataFrame(zip(values, dates), columns=['profit', 'open_time'])
+    # sort by profit and reset index
+    df = df.sort_values('profit').reset_index(drop=True)
+    df1 = df.copy()
     drawdown, h, low = calculate_max_drawdown(df, date_col='open_time', value_col='profit')
+    # Ensure df has not been altered.
+    assert df.equals(df1)
+
     assert isinstance(drawdown, float)
     # High must be before low
     assert h < low

From 55a052bcf6853e0b1a6e2e21b3d1ff61d730db40 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 14 Apr 2020 08:05:46 +0200
Subject: [PATCH 0888/1106] fix typo in comment

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 freqtrade/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/__init__.py b/freqtrade/__init__.py
index 4da56c3aa..e96e7f530 100644
--- a/freqtrade/__init__.py
+++ b/freqtrade/__init__.py
@@ -25,7 +25,7 @@ if __version__ == 'develop':
     except Exception:
         # git not available, ignore
         try:
-            # Try Fallback to freqtrade_commit file (created by CI whild building docker image)
+            # Try Fallback to freqtrade_commit file (created by CI while building docker image)
             from pathlib import Path
             versionfile = Path('./freqtrade_commit')
             if versionfile.is_file():

From cfe1e4876a00196cd40b938360042d08468b8ca2 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 14 Apr 2020 19:20:47 +0200
Subject: [PATCH 0889/1106] Improve testcase for cancel_order_empty

---
 freqtrade/exchange/exchange.py  | 2 +-
 tests/exchange/test_exchange.py | 2 ++
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 073e28659..ad4824a10 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -908,7 +908,7 @@ class Exchange:
         :param order: Order dict as returned from get_order()
         :return: True if order has been cancelled without being filled, False otherwise.
         """
-        return order['status'] in ('closed', 'canceled') and order.get('filled') == 0.0
+        return order.get('status') in ('closed', 'canceled') and order.get('filled') == 0.0
 
     @retrier
     def cancel_order(self, order_id: str, pair: str) -> None:
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 7f03eb547..cc3f95735 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -1711,6 +1711,8 @@ def test_cancel_order_dry_run(default_conf, mocker, exchange_name):
     ({'status': 'closed', 'filled': 0.0}, True),
     ({'status': 'canceled', 'filled': 0.0}, True),
     ({'status': 'canceled', 'filled': 10.0}, False),
+    ({'status': 'unknown', 'filled': 10.0}, False),
+    ({'result': 'testest123'}, False),
     ])
 def test_check_order_canceled_empty(mocker, default_conf, exchange_name, order, result):
     exchange = get_patched_exchange(mocker, default_conf, id=exchange_name)

From 7c15375f5da6fb66efc00f356486eb4a5736534d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 14 Apr 2020 20:20:36 +0200
Subject: [PATCH 0890/1106] Add log_on_refresh - using TTL caching to avoid
 spamming logs

---
 freqtrade/pairlist/IPairList.py | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/freqtrade/pairlist/IPairList.py b/freqtrade/pairlist/IPairList.py
index 35844a99e..e57bc4e88 100644
--- a/freqtrade/pairlist/IPairList.py
+++ b/freqtrade/pairlist/IPairList.py
@@ -9,6 +9,8 @@ from abc import ABC, abstractmethod, abstractproperty
 from copy import deepcopy
 from typing import Any, Dict, List
 
+from cachetools import TTLCache, cached
+
 from freqtrade.exchange import market_is_active
 
 logger = logging.getLogger(__name__)
@@ -31,6 +33,9 @@ class IPairList(ABC):
         self._config = config
         self._pairlistconfig = pairlistconfig
         self._pairlist_pos = pairlist_pos
+        self.refresh_period = self._pairlistconfig.get('refresh_period', 1800)
+        self._last_refresh = 0
+        self._log_cache = TTLCache(maxsize=1024, ttl=self.refresh_period)
 
     @property
     def name(self) -> str:
@@ -40,6 +45,24 @@ class IPairList(ABC):
         """
         return self.__class__.__name__
 
+    def log_on_refresh(self, logmethod, message: str) -> None:
+        """
+        Logs message - not more often than "refresh_period" to avoid log spamming
+        Logs the log-message as debug as well to simplify debugging.
+        :param logmethod: Function that'll be called. Most likely `logger.info`.
+        :param message: String containing the message to be sent to the function.
+        :return: None.
+        """
+
+        @cached(cache=self._log_cache)
+        def _log_on_refresh(logmethod, message: str):
+            logmethod(message)
+
+        # Log as debug first
+        logger.debug(message)
+        # Call hidden function.
+        _log_on_refresh(logmethod, message)
+
     @abstractproperty
     def needstickers(self) -> bool:
         """

From 5d876ca0a359f129a79a3f486216261734fd9003 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 14 Apr 2020 20:21:10 +0200
Subject: [PATCH 0891/1106] Use log-spamprevention methods

---
 freqtrade/pairlist/PriceFilter.py  | 4 ++--
 freqtrade/pairlist/SpreadFilter.py | 6 +++---
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/freqtrade/pairlist/PriceFilter.py b/freqtrade/pairlist/PriceFilter.py
index dc02ae251..7ea1e6003 100644
--- a/freqtrade/pairlist/PriceFilter.py
+++ b/freqtrade/pairlist/PriceFilter.py
@@ -43,8 +43,8 @@ class PriceFilter(IPairList):
         compare = ticker['last'] + 1 / pow(10, precision)
         changeperc = (compare - ticker['last']) / ticker['last']
         if changeperc > self._low_price_ratio:
-            logger.info(f"Removed {ticker['symbol']} from whitelist, "
-                        f"because 1 unit is {changeperc * 100:.3f}%")
+            self.log_on_refresh(logger.info, f"Removed {ticker['symbol']} from whitelist, "
+                                             f"because 1 unit is {changeperc * 100:.3f}%")
             return False
         return True
 
diff --git a/freqtrade/pairlist/SpreadFilter.py b/freqtrade/pairlist/SpreadFilter.py
index 9361837cc..49731ef11 100644
--- a/freqtrade/pairlist/SpreadFilter.py
+++ b/freqtrade/pairlist/SpreadFilter.py
@@ -49,9 +49,9 @@ class SpreadFilter(IPairList):
             if 'bid' in ticker and 'ask' in ticker:
                 spread = 1 - ticker['bid'] / ticker['ask']
                 if not ticker or spread > self._max_spread_ratio:
-                    logger.info(f"Removed {ticker['symbol']} from whitelist, "
-                                f"because spread {spread * 100:.3f}% >"
-                                f"{self._max_spread_ratio * 100}%")
+                    self.log_on_refresh(logger.info, f"Removed {ticker['symbol']} from whitelist, "
+                                                     f"because spread {spread * 100:.3f}% >"
+                                                     f"{self._max_spread_ratio * 100}%")
                     pairlist.remove(p)
             else:
                 pairlist.remove(p)

From 13ee7a55c4756035d647f00a25767407e2cafe40 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 14 Apr 2020 20:21:30 +0200
Subject: [PATCH 0892/1106] Fix #3166

Always call _gen_pair_whitelist if volumepairlist is not the first in
the list.
---
 freqtrade/pairlist/VolumePairList.py | 21 ++++++++++-----------
 1 file changed, 10 insertions(+), 11 deletions(-)

diff --git a/freqtrade/pairlist/VolumePairList.py b/freqtrade/pairlist/VolumePairList.py
index 9ce2adc9e..65f43245c 100644
--- a/freqtrade/pairlist/VolumePairList.py
+++ b/freqtrade/pairlist/VolumePairList.py
@@ -39,7 +39,6 @@ class VolumePairList(IPairList):
         if not self._validate_keys(self._sort_key):
             raise OperationalException(
                 f'key {self._sort_key} not in {SORT_VALUES}')
-        self._last_refresh = 0
 
     @property
     def needstickers(self) -> bool:
@@ -68,16 +67,18 @@ class VolumePairList(IPairList):
         :return: new whitelist
         """
         # Generate dynamic whitelist
-        if self._last_refresh + self.refresh_period < datetime.now().timestamp():
+        # Must always run if this pairlist is not the first in the list.
+        if (self._pairlist_pos != 0 or
+                (self._last_refresh + self.refresh_period < datetime.now().timestamp())):
+
             self._last_refresh = int(datetime.now().timestamp())
-            return self._gen_pair_whitelist(pairlist,
-                                            tickers,
-                                            self._config['stake_currency'],
-                                            self._sort_key,
-                                            self._min_value
-                                            )
+            pairs = self._gen_pair_whitelist(pairlist, tickers,
+                                             self._config['stake_currency'],
+                                             self._sort_key, self._min_value)
         else:
-            return pairlist
+            pairs = pairlist
+        self.log_on_refresh(logger.info, f"Searching {self._number_pairs} pairs: {pairs}")
+        return pairs
 
     def _gen_pair_whitelist(self, pairlist: List[str], tickers: Dict,
                             base_currency: str, key: str, min_val: int) -> List[str]:
@@ -88,7 +89,6 @@ class VolumePairList(IPairList):
         :param tickers: Tickers (from exchange.get_tickers()).
         :return: List of pairs
         """
-
         if self._pairlist_pos == 0:
             # If VolumePairList is the first in the list, use fresh pairlist
             # Check if pair quote currency equals to the stake currency.
@@ -109,6 +109,5 @@ class VolumePairList(IPairList):
         pairs = self._verify_blacklist(pairs, aswarning=False)
         # Limit to X number of pairs
         pairs = pairs[:self._number_pairs]
-        logger.info(f"Searching {self._number_pairs} pairs: {pairs}")
 
         return pairs

From ceca0a659cef27ed872bcb504af6ec74c99f1511 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 14 Apr 2020 20:25:58 +0200
Subject: [PATCH 0893/1106] Simplify cached stuff to only what's needed

---
 freqtrade/pairlist/IPairList.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/pairlist/IPairList.py b/freqtrade/pairlist/IPairList.py
index e57bc4e88..e089e546c 100644
--- a/freqtrade/pairlist/IPairList.py
+++ b/freqtrade/pairlist/IPairList.py
@@ -55,13 +55,13 @@ class IPairList(ABC):
         """
 
         @cached(cache=self._log_cache)
-        def _log_on_refresh(logmethod, message: str):
+        def _log_on_refresh(message: str):
             logmethod(message)
 
         # Log as debug first
         logger.debug(message)
         # Call hidden function.
-        _log_on_refresh(logmethod, message)
+        _log_on_refresh(message)
 
     @abstractproperty
     def needstickers(self) -> bool:

From 1b2bf2c9b69680d2ed09e3edfeffc1d00451932a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 14 Apr 2020 20:39:54 +0200
Subject: [PATCH 0894/1106] Add test for cached log method

---
 tests/pairlist/test_pairlist.py | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/tests/pairlist/test_pairlist.py b/tests/pairlist/test_pairlist.py
index 1ce1151b7..6275bdafc 100644
--- a/tests/pairlist/test_pairlist.py
+++ b/tests/pairlist/test_pairlist.py
@@ -46,6 +46,28 @@ def static_pl_conf(whitelist_conf):
     return whitelist_conf
 
 
+def test_log_on_refresh(mocker, static_pl_conf, markets, tickers):
+    mocker.patch.multiple('freqtrade.exchange.Exchange',
+                          markets=PropertyMock(return_value=markets),
+                          exchange_has=MagicMock(return_value=True),
+                          get_tickers=tickers
+                          )
+    freqtrade = get_patched_freqtradebot(mocker, static_pl_conf)
+    logmock = MagicMock()
+    # Assign starting whitelist
+    pl = freqtrade.pairlists._pairlists[0]
+    pl.log_on_refresh(logmock, 'Hello world')
+    assert logmock.call_count == 1
+    pl.log_on_refresh(logmock, 'Hello world')
+    assert logmock.call_count == 1
+    assert pl._log_cache.currsize == 1
+    assert ('Hello world',) in pl._log_cache._Cache__data
+
+    pl.log_on_refresh(logmock, 'Hello world2')
+    assert logmock.call_count == 2
+    assert pl._log_cache.currsize == 2
+
+
 def test_load_pairlist_noexist(mocker, markets, default_conf):
     bot = get_patched_freqtradebot(mocker, default_conf)
     mocker.patch('freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets))

From 2b7376f6f334d78ede1d98fb1fee5ca3af4a9b34 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 14 Apr 2020 20:45:30 +0200
Subject: [PATCH 0895/1106] Implement log-filtering for all pairlists

---
 freqtrade/pairlist/PrecisionFilter.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/freqtrade/pairlist/PrecisionFilter.py b/freqtrade/pairlist/PrecisionFilter.py
index f16458ca5..2a2ba46b7 100644
--- a/freqtrade/pairlist/PrecisionFilter.py
+++ b/freqtrade/pairlist/PrecisionFilter.py
@@ -39,8 +39,9 @@ class PrecisionFilter(IPairList):
         stop_gap_price = self._exchange.price_to_precision(ticker["symbol"], stop_price * 0.99)
         logger.debug(f"{ticker['symbol']} - {sp} : {stop_gap_price}")
         if sp <= stop_gap_price:
-            logger.info(f"Removed {ticker['symbol']} from whitelist, "
-                        f"because stop price {sp} would be <= stop limit {stop_gap_price}")
+            self.log_on_refresh(logger.info,
+                                f"Removed {ticker['symbol']} from whitelist, "
+                                f"because stop price {sp} would be <= stop limit {stop_gap_price}")
             return False
         return True
 

From ac008a4758e16ef7da0523bc32a37e25ea85e32c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 15 Apr 2020 06:58:54 +0200
Subject: [PATCH 0896/1106] Remove obsolete comment in tests

---
 tests/optimize/test_optimize_reports.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/tests/optimize/test_optimize_reports.py b/tests/optimize/test_optimize_reports.py
index 3bbc396c8..e0782146a 100644
--- a/tests/optimize/test_optimize_reports.py
+++ b/tests/optimize/test_optimize_reports.py
@@ -163,7 +163,6 @@ def test_backtest_record(default_conf, fee, mocker):
     results['Strat'] = results['DefStrat']
     results['Strat2'] = results['DefStrat']
     store_backtest_result(Path("backtest-result.json"), results)
-    # Assert file_dump_json was only called once
     assert names == [
         Path('backtest-result-DefStrat.json'),
         Path('backtest-result-Strat.json'),

From 36e714a7b258576df0d920fef50fba700037ffad Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 15 Apr 2020 07:19:27 +0200
Subject: [PATCH 0897/1106] Add price_get_one_pip filter

---
 freqtrade/exchange/exchange.py    | 11 +++++++++++
 freqtrade/pairlist/PriceFilter.py |  5 ++---
 2 files changed, 13 insertions(+), 3 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index f4c94a1ca..7dd910fab 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -452,6 +452,17 @@ class Exchange:
                 price = ceil(big_price) / pow(10, symbol_prec)
         return price
 
+    def price_get_one_pip(self, pair: str, price: float) -> float:
+        """
+        Get's the "1 pip" value for this pair.
+        Used in PriceFilter to calculate the 1pip movements.
+        """
+        precision = self.markets[pair]['precision']['price']
+        if self.precisionMode == TICK_SIZE:
+            return price % precision
+        else:
+            return 1 / pow(10, precision)
+
     def dry_run_order(self, pair: str, ordertype: str, side: str, amount: float,
                       rate: float, params: Dict = {}) -> Dict[str, Any]:
         order_id = f'dry_run_{side}_{randint(0, 10**6)}'
diff --git a/freqtrade/pairlist/PriceFilter.py b/freqtrade/pairlist/PriceFilter.py
index dc02ae251..00c9d44c9 100644
--- a/freqtrade/pairlist/PriceFilter.py
+++ b/freqtrade/pairlist/PriceFilter.py
@@ -38,9 +38,8 @@ class PriceFilter(IPairList):
         :param precision: Precision
         :return: True if the pair can stay, false if it should be removed
         """
-        precision = self._exchange.markets[ticker['symbol']]['precision']['price']
-
-        compare = ticker['last'] + 1 / pow(10, precision)
+        compare = ticker['last'] + self._exchange.price_get_one_pip(ticker['symbol'],
+                                                                    ticker['last'])
         changeperc = (compare - ticker['last']) / ticker['last']
         if changeperc > self._low_price_ratio:
             logger.info(f"Removed {ticker['symbol']} from whitelist, "

From 33b6c7de5b01fdb31026da307b9546c6cbca3529 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 15 Apr 2020 07:53:31 +0200
Subject: [PATCH 0898/1106] Add tests for price_one_pip

---
 freqtrade/exchange/exchange.py  |  2 +-
 tests/exchange/test_exchange.py | 26 ++++++++++++++++++++++++++
 2 files changed, 27 insertions(+), 1 deletion(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 7dd910fab..b3255f1bd 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -459,7 +459,7 @@ class Exchange:
         """
         precision = self.markets[pair]['precision']['price']
         if self.precisionMode == TICK_SIZE:
-            return price % precision
+            return precision
         else:
             return 1 / pow(10, precision)
 
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 8d8930f66..c0aedc7f9 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -253,6 +253,32 @@ def test_price_to_precision(default_conf, mocker, price, precision_mode, precisi
     assert pytest.approx(exchange.price_to_precision(pair, price)) == expected
 
 
+@pytest.mark.parametrize("price,precision_mode,precision,expected", [
+    (2.34559, 2, 4, 0.0001),
+    (2.34559, 2, 5, 0.00001),
+    (2.34559, 2, 3, 0.001),
+    (2.9999, 2, 3, 0.001),
+    (200.0511, 2, 3, 0.001),
+    # Tests for Tick_size
+    (2.34559, 4, 0.0001, 0.0001),
+    (2.34559, 4, 0.00001, 0.00001),
+    (2.34559, 4, 0.0025, 0.0025),
+    (2.9909, 4, 0.0025, 0.0025),
+    (234.43, 4, 0.5, 0.5),
+    (234.43, 4, 0.0025, 0.0025),
+    (234.43, 4, 0.00013, 0.00013),
+
+])
+def test_price_get_one_pip(default_conf, mocker, price, precision_mode, precision, expected):
+    markets = PropertyMock(return_value={'ETH/BTC': {'precision': {'price': precision}}})
+    exchange = get_patched_exchange(mocker, default_conf, id="binance")
+    mocker.patch('freqtrade.exchange.Exchange.markets', markets)
+    mocker.patch('freqtrade.exchange.Exchange.precisionMode',
+                 PropertyMock(return_value=precision_mode))
+    pair = 'ETH/BTC'
+    assert pytest.approx(exchange.price_get_one_pip(pair, price)) == expected
+
+
 def test_set_sandbox(default_conf, mocker):
     """
     Test working scenario

From 99f3e9ed777c33ad537e799893d4675da8aa8aec Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 15 Apr 2020 07:55:15 +0200
Subject: [PATCH 0899/1106] Remove wrong comment

---
 freqtrade/pairlist/PriceFilter.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/freqtrade/pairlist/PriceFilter.py b/freqtrade/pairlist/PriceFilter.py
index 00c9d44c9..f0ba6cd7f 100644
--- a/freqtrade/pairlist/PriceFilter.py
+++ b/freqtrade/pairlist/PriceFilter.py
@@ -35,7 +35,6 @@ class PriceFilter(IPairList):
         """
         Check if if one price-step (pip) is > than a certain barrier.
         :param ticker: ticker dict as returned from ccxt.load_markets()
-        :param precision: Precision
         :return: True if the pair can stay, false if it should be removed
         """
         compare = ticker['last'] + self._exchange.price_get_one_pip(ticker['symbol'],

From 8314759228f019488df8e204b64ddc06dc0e0c0f Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Wed, 15 Apr 2020 12:14:35 +0000
Subject: [PATCH 0900/1106] Bump ccxt from 1.26.12 to 1.26.32

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.26.12 to 1.26.32.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/doc/exchanges-by-country.rst)
- [Commits](https://github.com/ccxt/ccxt/compare/1.26.12...1.26.32)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index a6a0fb78e..206e104ae 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.26.12
+ccxt==1.26.32
 SQLAlchemy==1.3.16
 python-telegram-bot==12.6.1
 arrow==0.15.5

From 16a810a0f61e59bb29f35fdd2333427b63f6c1a2 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Wed, 15 Apr 2020 12:14:53 +0000
Subject: [PATCH 0901/1106] Bump jinja2 from 2.11.1 to 2.11.2

Bumps [jinja2](https://github.com/pallets/jinja) from 2.11.1 to 2.11.2.
- [Release notes](https://github.com/pallets/jinja/releases)
- [Changelog](https://github.com/pallets/jinja/blob/master/CHANGES.rst)
- [Commits](https://github.com/pallets/jinja/compare/2.11.1...2.11.2)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index a6a0fb78e..e98540e18 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -12,7 +12,7 @@ jsonschema==3.2.0
 TA-Lib==0.4.17
 tabulate==0.8.7
 pycoingecko==1.2.0
-jinja2==2.11.1
+jinja2==2.11.2
 
 # find first, C search in arrays
 py_find_1st==1.1.4

From d36e2cf6ab85be1e0993f8ef69f67e117385dbf2 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 16 Apr 2020 07:06:47 +0200
Subject: [PATCH 0902/1106] Fix random test failure in hyperopt

---
 freqtrade/optimize/hyperopt.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index affd6f3b3..68e7032d9 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -665,7 +665,6 @@ class Hyperopt:
 
         self.dimensions: List[Dimension] = self.hyperopt_space()
         self.opt = self.get_optimizer(self.dimensions, config_jobs)
-
         try:
             with Parallel(n_jobs=config_jobs) as parallel:
                 jobs = parallel._effective_n_jobs()
@@ -693,7 +692,7 @@ class Hyperopt:
                         ' [', progressbar.ETA(), ', ', progressbar.Timer(), ']',
                     ]
                 with progressbar.ProgressBar(
-                         maxval=self.total_epochs, redirect_stdout=True, redirect_stderr=True,
+                         maxval=self.total_epochs, redirect_stdout=False, redirect_stderr=False,
                          widgets=widgets
                      ) as pbar:
                     EVALS = ceil(self.total_epochs / jobs)

From 1f70fcfa2da744b70f71190f575928c0c42ea6ca Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 16 Apr 2020 20:19:34 +0200
Subject: [PATCH 0903/1106] Update logmessage

---
 freqtrade/freqtradebot.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index b5c2ac4ee..8afe7d6f9 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -910,7 +910,7 @@ class FreqtradeBot:
             logger.info('Buy order %s for %s.', reason, trade)
 
         if safe_value_fallback(corder, order, 'remaining', 'remaining') == order['amount']:
-            logger.info('Buy order removed from database %s', trade)
+            logger.info('Buy order fully cancelled. Removing %s from database.', trade)
             # if trade is not partially completed, just delete the trade
             Trade.session.delete(trade)
             Trade.session.flush()

From 7aba9bc62abc56bdebc2015316f6ac4c38064c5f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 17 Apr 2020 06:22:25 +0200
Subject: [PATCH 0904/1106] Update freqtrade/data/converter.py

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 freqtrade/data/converter.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/data/converter.py b/freqtrade/data/converter.py
index d2108b9be..0ef7955a4 100644
--- a/freqtrade/data/converter.py
+++ b/freqtrade/data/converter.py
@@ -174,7 +174,7 @@ def trades_dict_to_list(trades: List[Dict]) -> List[List]:
     :param trades: List of trades, as returned by ccxt.fetch_trades.
     :return: List of Lists, with constants.DEFAULT_TRADES_COLUMNS as columns
     """
-    return [[t[col] for col in DEFAULT_TRADES_COLUMNS]for t in trades]
+    return [[t[col] for col in DEFAULT_TRADES_COLUMNS] for t in trades]
 
 
 def trades_to_ohlcv(trades: List, timeframe: str) -> DataFrame:

From fc684b00917d2d135704e52a2974e0c5a272fb26 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 17 Apr 2020 06:59:52 +0200
Subject: [PATCH 0905/1106] Ensure deleting filled is not raising an error if
 filled does not exist

---
 freqtrade/freqtradebot.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 213444f72..8865dd20b 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1140,7 +1140,7 @@ class FreqtradeBot:
                 new_amount = self.get_real_amount(trade, order, order_amount)
                 if not isclose(order['amount'], new_amount, abs_tol=constants.MATH_CLOSE_PREC):
                     order['amount'] = new_amount
-                    del order['filled']
+                    order.pop('filled', None)
                     # Fee was applied, so set to 0
                     trade.fee_open = 0
                     trade.recalc_open_trade_price()

From 800891a4759b3f2e96f3593be9471f089c7e2e92 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 17 Apr 2020 07:18:46 +0200
Subject: [PATCH 0906/1106] Add tests for cancel_order_with_result

---
 freqtrade/exchange/exchange.py  | 30 ++++++++++++++++++++++++++++++
 tests/exchange/test_exchange.py | 14 ++++++++++++++
 2 files changed, 44 insertions(+)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index f2f8cd69f..412a60386 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -937,6 +937,36 @@ class Exchange:
         except ccxt.BaseError as e:
             raise OperationalException(e) from e
 
+    def is_cancel_order_result_suitable(self, corder) -> bool:
+        if not isinstance(corder, dict):
+            return False
+
+        required = ('fee', 'status', 'amount')
+        return all(k in corder for k in required)
+
+    def cancel_order_with_result(self, order_id: str, pair: str, amount: float) -> Dict:
+        """
+        Cancel order returning a result.
+        Creates a fake result if cancel order returns a non-usable result
+        and get_order does not work (certain exchanges don't return cancelled orders)
+        :param order_id: Orderid to cancel
+        :param pair: Pair corresponding to order_id
+        :param amount: Amount to use for fake response
+        :return: Result from either cancel_order if usable, or fetch_order
+        """
+        if self._config['dry_run']:
+            return {'fee': {}, 'status': 'canceled', 'amount': amount, 'info': {}}
+        corder = self.cancel_order(order_id, pair)
+        if self.is_cancel_order_result_suitable(corder):
+            return corder
+        try:
+            order = self.get_order(order_id, pair)
+        except InvalidOrderException:
+            logger.warning(f"Could not fetch cancelled order {order_id}.")
+            order = {'fee': {}, 'status': 'canceled', 'amount': amount, 'info': {}}
+
+        return order
+
     @retrier
     def get_order(self, order_id: str, pair: str) -> Dict:
         if self._config['dry_run']:
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index b74ea1a6b..1f0df5aa5 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -1745,6 +1745,20 @@ def test_check_order_canceled_empty(mocker, default_conf, exchange_name, order,
     assert exchange.check_order_canceled_empty(order) == result
 
 
+@pytest.mark.parametrize("exchange_name", EXCHANGES)
+@pytest.mark.parametrize("order,result", [
+    ({'status': 'closed', 'amount': 10, 'fee': {}}, True),
+    ({'status': 'closed', 'amount': 0.0, 'fee': {}}, True),
+    ({'status': 'canceled', 'amount': 0.0, 'fee': {}}, True),
+    ({'status': 'canceled', 'amount': 10.0}, False),
+    ({'amount': 10.0, 'fee': {}}, False),
+    ({'result': 'testest123'}, False),
+    ('hello_world', False),
+])
+def test_is_cancel_order_result_suitable(mocker, default_conf, exchange_name, order, result):
+    exchange = get_patched_exchange(mocker, default_conf, id=exchange_name)
+    assert exchange.is_cancel_order_result_suitable(order) == result
+
 # Ensure that if not dry_run, we should call API
 @pytest.mark.parametrize("exchange_name", EXCHANGES)
 def test_cancel_order(default_conf, mocker, exchange_name):

From 5e3e0e819f20869b4d3e9a04abe4cb3b040bede9 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 17 Apr 2020 17:53:18 +0200
Subject: [PATCH 0907/1106] Add tests for cancel_order_with_result

---
 freqtrade/exchange/exchange.py  | 11 ++++++-----
 tests/exchange/test_exchange.py | 34 +++++++++++++++++++++++++++++++++
 2 files changed, 40 insertions(+), 5 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 412a60386..d3a520eaa 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -954,11 +954,12 @@ class Exchange:
         :param amount: Amount to use for fake response
         :return: Result from either cancel_order if usable, or fetch_order
         """
-        if self._config['dry_run']:
-            return {'fee': {}, 'status': 'canceled', 'amount': amount, 'info': {}}
-        corder = self.cancel_order(order_id, pair)
-        if self.is_cancel_order_result_suitable(corder):
-            return corder
+        try:
+            corder = self.cancel_order(order_id, pair)
+            if self.is_cancel_order_result_suitable(corder):
+                return corder
+        except InvalidOrderException:
+            logger.warning(f"Could not cancel order {order_id}.")
         try:
             order = self.get_order(order_id, pair)
         except InvalidOrderException:
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 1f0df5aa5..e3ab76b92 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -1759,6 +1759,40 @@ def test_is_cancel_order_result_suitable(mocker, default_conf, exchange_name, or
     exchange = get_patched_exchange(mocker, default_conf, id=exchange_name)
     assert exchange.is_cancel_order_result_suitable(order) == result
 
+
+@pytest.mark.parametrize("exchange_name", EXCHANGES)
+@pytest.mark.parametrize("corder,call_corder,call_forder", [
+    ({'status': 'closed', 'amount': 10, 'fee': {}}, 1, 0),
+    ({'amount': 10, 'fee': {}}, 1, 1),
+])
+def test_cancel_order_with_result(default_conf, mocker, exchange_name, corder,
+                                  call_corder, call_forder):
+    default_conf['dry_run'] = False
+    api_mock = MagicMock()
+    api_mock.cancel_order = MagicMock(return_value=corder)
+    api_mock.fetch_order = MagicMock(return_value={})
+    exchange = get_patched_exchange(mocker, default_conf, api_mock, id=exchange_name)
+    res = exchange.cancel_order_with_result('1234', 'ETH/BTC', 1234)
+    assert isinstance(res, dict)
+    assert api_mock.cancel_order.call_count == call_corder
+    assert api_mock.fetch_order.call_count == call_forder
+
+
+@pytest.mark.parametrize("exchange_name", EXCHANGES)
+def test_cancel_order_with_result_error(default_conf, mocker, exchange_name, caplog):
+    default_conf['dry_run'] = False
+    api_mock = MagicMock()
+    api_mock.cancel_order = MagicMock(side_effect=ccxt.InvalidOrder("Did not find order"))
+    api_mock.fetch_order = MagicMock(side_effect=ccxt.InvalidOrder("Did not find order"))
+    exchange = get_patched_exchange(mocker, default_conf, api_mock, id=exchange_name)
+
+    res = exchange.cancel_order_with_result('1234', 'ETH/BTC', 1541)
+    assert isinstance(res, dict)
+    assert log_has("Could not cancel order 1234.", caplog)
+    assert log_has("Could not fetch cancelled order 1234.", caplog)
+    assert res['amount'] == 1541
+
+
 # Ensure that if not dry_run, we should call API
 @pytest.mark.parametrize("exchange_name", EXCHANGES)
 def test_cancel_order(default_conf, mocker, exchange_name):

From 1069cb3616001e44bdc17e68e36d46bb93544d4a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 17 Apr 2020 17:53:56 +0200
Subject: [PATCH 0908/1106] Use cancel_order_with_result when cancelling orders
 after timeout

---
 freqtrade/freqtradebot.py  | 12 +++++-------
 tests/test_freqtradebot.py | 13 ++++++-------
 2 files changed, 11 insertions(+), 14 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 8865dd20b..f4aeba3fe 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -891,11 +891,8 @@ class FreqtradeBot:
         if order['status'] != 'canceled':
             reason = "cancelled due to timeout"
             try:
-                corder = self.exchange.cancel_order(trade.open_order_id, trade.pair)
-                # Some exchanges don't return a dict here.
-                if not isinstance(corder, dict):
-                    corder = {}
-                logger.info('Buy order %s for %s.', reason, trade)
+                corder = self.exchange.cancel_order_with_result(trade.open_order_id, trade.pair,
+                                                                trade.amount)
             except InvalidOrderException:
                 corder = {}
                 logger.exception(
@@ -904,7 +901,8 @@ class FreqtradeBot:
             # Order was cancelled already, so we can reuse the existing dict
             corder = order
             reason = "cancelled on exchange"
-            logger.info('Buy order %s for %s.', reason, trade)
+
+        logger.info('Buy order %s for %s.', reason, trade)
 
         if safe_value_fallback(corder, order, 'remaining', 'remaining') == order['amount']:
             logger.info('Buy order fully cancelled. Removing %s from database.', trade)
@@ -921,7 +919,7 @@ class FreqtradeBot:
         trade.amount = order['amount'] - safe_value_fallback(corder, order,
                                                              'remaining', 'remaining')
         trade.stake_amount = trade.amount * trade.open_rate
-        self.update_trade_state(trade, corder if 'fee' in corder else order, trade.amount)
+        self.update_trade_state(trade, corder, trade.amount)
 
         trade.open_order_id = None
         logger.info('Partial buy order timeout for %s.', trade)
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 1102dd344..c3e78c9be 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1948,7 +1948,7 @@ def test_check_handle_timedout_buy(default_conf, ticker, limit_buy_order_old, op
         'freqtrade.exchange.Exchange',
         fetch_ticker=ticker,
         get_order=MagicMock(return_value=limit_buy_order_old),
-        cancel_order=cancel_order_mock,
+        cancel_order_with_result=cancel_order_mock,
         get_fee=fee
     )
     freqtrade = FreqtradeBot(default_conf)
@@ -2055,7 +2055,7 @@ def test_check_handle_cancelled_sell(default_conf, ticker, limit_sell_order_old,
         'freqtrade.exchange.Exchange',
         fetch_ticker=ticker,
         get_order=MagicMock(return_value=limit_sell_order_old),
-        cancel_order=cancel_order_mock
+        cancel_order_with_result=cancel_order_mock
     )
     freqtrade = FreqtradeBot(default_conf)
 
@@ -2082,7 +2082,7 @@ def test_check_handle_timedout_partial(default_conf, ticker, limit_buy_order_old
         'freqtrade.exchange.Exchange',
         fetch_ticker=ticker,
         get_order=MagicMock(return_value=limit_buy_order_old_partial),
-        cancel_order=cancel_order_mock
+        cancel_order_with_result=cancel_order_mock
     )
     freqtrade = FreqtradeBot(default_conf)
 
@@ -2109,7 +2109,7 @@ def test_check_handle_timedout_partial_fee(default_conf, ticker, open_trade, cap
         'freqtrade.exchange.Exchange',
         fetch_ticker=ticker,
         get_order=MagicMock(return_value=limit_buy_order_old_partial),
-        cancel_order=cancel_order_mock,
+        cancel_order_with_result=cancel_order_mock,
         get_trades_for_order=MagicMock(return_value=trades_for_order),
     )
     freqtrade = FreqtradeBot(default_conf)
@@ -2146,7 +2146,7 @@ def test_check_handle_timedout_partial_except(default_conf, ticker, open_trade,
         'freqtrade.exchange.Exchange',
         fetch_ticker=ticker,
         get_order=MagicMock(return_value=limit_buy_order_old_partial),
-        cancel_order=cancel_order_mock,
+        cancel_order_with_result=cancel_order_mock,
         get_trades_for_order=MagicMock(return_value=trades_for_order),
     )
     mocker.patch('freqtrade.freqtradebot.FreqtradeBot.get_real_amount',
@@ -2208,7 +2208,7 @@ def test_handle_timedout_limit_buy(mocker, caplog, default_conf, limit_buy_order
     patch_RPCManager(mocker)
     patch_exchange(mocker)
     cancel_order_mock = MagicMock(return_value=limit_buy_order)
-    mocker.patch('freqtrade.exchange.Exchange.cancel_order', cancel_order_mock)
+    mocker.patch('freqtrade.exchange.Exchange.cancel_order_with_result', cancel_order_mock)
 
     freqtrade = FreqtradeBot(default_conf)
 
@@ -2226,7 +2226,6 @@ def test_handle_timedout_limit_buy(mocker, caplog, default_conf, limit_buy_order
 
     mocker.patch('freqtrade.exchange.Exchange.cancel_order', side_effect=InvalidOrderException)
     assert not freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
-    assert log_has_re(r"Could not cancel buy order", caplog)
 
 
 @pytest.mark.parametrize('cancelorder', [

From 55af8bf26f33cca56cf9b0ccda4f088bb2c7ef83 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 17 Apr 2020 19:49:43 +0200
Subject: [PATCH 0909/1106] document to install hyperopt dependencies

---
 docs/hyperopt.md | 18 ++++++++++++++++++
 1 file changed, 18 insertions(+)

diff --git a/docs/hyperopt.md b/docs/hyperopt.md
index c5055a3a8..825cc0267 100644
--- a/docs/hyperopt.md
+++ b/docs/hyperopt.md
@@ -16,6 +16,24 @@ To learn how to get data for the pairs and exchange you're interested in, head o
 !!! Bug
     Hyperopt can crash when used with only 1 CPU Core as found out in [Issue #1133](https://github.com/freqtrade/freqtrade/issues/1133)
 
+## Install hyperopt dependencies
+
+Since Hyperopt dependencies are not needed to run a bot, they are not installed by default.
+
+### Docker
+
+The docker-image includes hyperopt dependencies, no further action needed
+
+!!! Note
+    Since Hyperopt is a resource intensive process, running it on a Raspberry Pi is not recommended, therefore the Raspberry image does not include Hyperopt dependencies.
+
+### Simple installation script (setup.sh) / Manual installation
+
+```bash
+source .env/bin/activate
+pip install -r requirements-hyperopt.txt
+```
+
 ## Prepare Hyperopting
 
 Before we start digging into Hyperopt, we recommend you to take a look at

From 0273539f0614d58578f354bbc55448152d5036c8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 17 Apr 2020 19:55:53 +0200
Subject: [PATCH 0910/1106] Remove exceptionhandler, this exception is handled
 in cancel_with_response

---
 freqtrade/freqtradebot.py | 9 ++-------
 1 file changed, 2 insertions(+), 7 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index f4aeba3fe..65ba46987 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -890,13 +890,8 @@ class FreqtradeBot:
         """
         if order['status'] != 'canceled':
             reason = "cancelled due to timeout"
-            try:
-                corder = self.exchange.cancel_order_with_result(trade.open_order_id, trade.pair,
-                                                                trade.amount)
-            except InvalidOrderException:
-                corder = {}
-                logger.exception(
-                    f"Could not cancel buy order {trade.open_order_id} for pair {trade.pair}")
+            corder = self.exchange.cancel_order_with_result(trade.open_order_id, trade.pair,
+                                                            trade.amount)
         else:
             # Order was cancelled already, so we can reuse the existing dict
             corder = order

From 506781f4102064651423a923c2342e931c08f3d3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 17 Apr 2020 20:48:27 +0200
Subject: [PATCH 0911/1106] Reword hyperopt install docs

---
 docs/hyperopt.md | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/docs/hyperopt.md b/docs/hyperopt.md
index 825cc0267..ad812a5ad 100644
--- a/docs/hyperopt.md
+++ b/docs/hyperopt.md
@@ -18,16 +18,16 @@ To learn how to get data for the pairs and exchange you're interested in, head o
 
 ## Install hyperopt dependencies
 
-Since Hyperopt dependencies are not needed to run a bot, they are not installed by default.
+Since Hyperopt dependencies are not needed to run the bot itself, are heavy, can not be easily built on some platforms (like Raspberry PI), they are not installed by default. Before you run Hyperopt, you need to install the corresponding dependencies, as described in this section below.
+
+!!! Note
+    Since Hyperopt is a resource intensive process, running it on a Raspberry Pi is not recommended nor supported.
 
 ### Docker
 
-The docker-image includes hyperopt dependencies, no further action needed
+The docker-image includes hyperopt dependencies, no further action needed.
 
-!!! Note
-    Since Hyperopt is a resource intensive process, running it on a Raspberry Pi is not recommended, therefore the Raspberry image does not include Hyperopt dependencies.
-
-### Simple installation script (setup.sh) / Manual installation
+### Easy installation script (setup.sh) / Manual installation
 
 ```bash
 source .env/bin/activate

From 2f60d9cad4a6cc73542c6ff4f00d982241993f89 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Fri, 17 Apr 2020 23:23:22 +0300
Subject: [PATCH 0912/1106] minor: fix typo in the docs

---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index d8a9653c3..338299781 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -34,7 +34,7 @@ The prevelance for all Options is as follows:
 
 - CLI arguments override any other option
 - Configuration files are used in sequence (last file wins), and override Strategy configurations.
-- Strategy configurations are only used if they are not set via configuration or via command line arguments. These options are market with [Strategy Override](#parameters-in-the-strategy) in the below table.
+- Strategy configurations are only used if they are not set via configuration or via command line arguments. These options are marked with [Strategy Override](#parameters-in-the-strategy) in the below table.
 
 Mandatory parameters are marked as **Required**, which means that they are required to be set in one of the possible ways.
 

From c775d6512670916f206d39d02ca2ec8dc52ecfd8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 18 Apr 2020 06:55:25 +0200
Subject: [PATCH 0913/1106] Update typehint for cancel_order

---
 freqtrade/exchange/exchange.py  | 4 ++--
 tests/exchange/test_exchange.py | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index d3a520eaa..1a0565959 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -922,9 +922,9 @@ class Exchange:
         return order.get('status') in ('closed', 'canceled') and order.get('filled') == 0.0
 
     @retrier
-    def cancel_order(self, order_id: str, pair: str) -> None:
+    def cancel_order(self, order_id: str, pair: str) -> Dict:
         if self._config['dry_run']:
-            return
+            return {}
 
         try:
             return self._api.cancel_order(order_id, pair)
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index e3ab76b92..3c92612a0 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -1728,7 +1728,7 @@ def test_get_historic_trades_notsupported(default_conf, mocker, caplog, exchange
 def test_cancel_order_dry_run(default_conf, mocker, exchange_name):
     default_conf['dry_run'] = True
     exchange = get_patched_exchange(mocker, default_conf, id=exchange_name)
-    assert exchange.cancel_order(order_id='123', pair='TKN/BTC') is None
+    assert exchange.cancel_order(order_id='123', pair='TKN/BTC') == {}
 
 
 @pytest.mark.parametrize("exchange_name", EXCHANGES)

From 76dd388b3cba461d48139599c9daf47a7d8e87bb Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 20 Apr 2020 09:25:17 +0000
Subject: [PATCH 0914/1106] Bump pytest-mock from 3.0.0 to 3.1.0

Bumps [pytest-mock](https://github.com/pytest-dev/pytest-mock) from 3.0.0 to 3.1.0.
- [Release notes](https://github.com/pytest-dev/pytest-mock/releases)
- [Changelog](https://github.com/pytest-dev/pytest-mock/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest-mock/compare/v3.0.0...v3.1.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index ae240d7c8..d269676af 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -11,7 +11,7 @@ mypy==0.770
 pytest==5.4.1
 pytest-asyncio==0.10.0
 pytest-cov==2.8.1
-pytest-mock==3.0.0
+pytest-mock==3.1.0
 pytest-random-order==1.0.4
 
 # Convert jupyter notebooks to markdown documents

From 4742fc665733b719d68e1455fc31ceb1bb8ea66d Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 20 Apr 2020 09:26:09 +0000
Subject: [PATCH 0915/1106] Bump urllib3 from 1.25.8 to 1.25.9

Bumps [urllib3](https://github.com/urllib3/urllib3) from 1.25.8 to 1.25.9.
- [Release notes](https://github.com/urllib3/urllib3/releases)
- [Changelog](https://github.com/urllib3/urllib3/blob/master/CHANGES.rst)
- [Commits](https://github.com/urllib3/urllib3/compare/1.25.8...1.25.9)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index caf1c226a..6d49f3f89 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -6,7 +6,7 @@ python-telegram-bot==12.6.1
 arrow==0.15.5
 cachetools==4.1.0
 requests==2.23.0
-urllib3==1.25.8
+urllib3==1.25.9
 wrapt==1.12.1
 jsonschema==3.2.0
 TA-Lib==0.4.17

From d395d7ac7d94a0e16a1b32f76481a7fe481fe2c5 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 20 Apr 2020 09:26:31 +0000
Subject: [PATCH 0916/1106] Bump mkdocs-material from 5.1.0 to 5.1.1

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material) from 5.1.0 to 5.1.1.
- [Release notes](https://github.com/squidfunk/mkdocs-material/releases)
- [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG)
- [Commits](https://github.com/squidfunk/mkdocs-material/compare/5.1.0...5.1.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 docs/requirements-docs.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/requirements-docs.txt b/docs/requirements-docs.txt
index 138b6e862..1f8d710a9 100644
--- a/docs/requirements-docs.txt
+++ b/docs/requirements-docs.txt
@@ -1,2 +1,2 @@
-mkdocs-material==5.1.0
+mkdocs-material==5.1.1
 mdx_truly_sane_lists==1.2

From 84d09eb96da22cee3c1485ed6b5ead2c32ca4361 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 20 Apr 2020 09:27:16 +0000
Subject: [PATCH 0917/1106] Bump questionary from 1.5.1 to 1.5.2

Bumps [questionary](https://github.com/tmbo/questionary) from 1.5.1 to 1.5.2.
- [Release notes](https://github.com/tmbo/questionary/releases)
- [Commits](https://github.com/tmbo/questionary/compare/1.5.1...1.5.2)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index caf1c226a..133f961ae 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -29,5 +29,5 @@ flask==1.1.2
 # Support for colorized terminal output
 colorama==0.4.3
 # Building config files interactively
-questionary==1.5.1
+questionary==1.5.2
 prompt-toolkit==3.0.5

From 597f053ae3a9fa0ebc167c07a1098b2c9bdde42a Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 20 Apr 2020 09:27:37 +0000
Subject: [PATCH 0918/1106] Bump numpy from 1.18.2 to 1.18.3

Bumps [numpy](https://github.com/numpy/numpy) from 1.18.2 to 1.18.3.
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/master/doc/HOWTO_RELEASE.rst.txt)
- [Commits](https://github.com/numpy/numpy/compare/v1.18.2...v1.18.3)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index b1a4b4403..967f8df10 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
 # Load common requirements
 -r requirements-common.txt
 
-numpy==1.18.2
+numpy==1.18.3
 pandas==1.0.3

From a7249f3865d5cca2d98c5a5c30c01fd094850a72 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 20 Apr 2020 09:28:19 +0000
Subject: [PATCH 0919/1106] Bump ccxt from 1.26.32 to 1.26.53

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.26.32 to 1.26.53.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/doc/exchanges-by-country.rst)
- [Commits](https://github.com/ccxt/ccxt/compare/1.26.32...1.26.53)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index caf1c226a..ccaaecc07 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.26.32
+ccxt==1.26.53
 SQLAlchemy==1.3.16
 python-telegram-bot==12.6.1
 arrow==0.15.5

From 87f1060abc09c801ca2296c06f8c219353764bce Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 21 Apr 2020 19:47:49 +0200
Subject: [PATCH 0920/1106] Default docker to log into log-dir

---
 docker-compose.yml                              | 3 ++-
 freqtrade/configuration/directory_operations.py | 4 ++--
 tests/test_directory_operations.py              | 2 +-
 user_data/logs/.gitkeep                         | 0
 4 files changed, 5 insertions(+), 4 deletions(-)
 create mode 100644 user_data/logs/.gitkeep

diff --git a/docker-compose.yml b/docker-compose.yml
index 3a4c4c2db..49d83aa5e 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -3,6 +3,7 @@ version: '3'
 services:
   freqtrade:
     image: freqtradeorg/freqtrade:master
+    # image: freqtradeorg/freqtrade:develop
     # Build step - only needed when additional dependencies are needed
     # build:
     #   context: .
@@ -14,7 +15,7 @@ services:
     # Default command used when running `docker compose up`
     command: >
       trade
-      --logfile /freqtrade/user_data/freqtrade.log
+      --logfile /freqtrade/user_data/logs/freqtrade.log
       --db-url sqlite:////freqtrade/user_data/tradesv3.sqlite
       --config /freqtrade/user_data/config.json
       --strategy SampleStrategy
diff --git a/freqtrade/configuration/directory_operations.py b/freqtrade/configuration/directory_operations.py
index 5f8eb76b0..6b8c8cb5a 100644
--- a/freqtrade/configuration/directory_operations.py
+++ b/freqtrade/configuration/directory_operations.py
@@ -33,8 +33,8 @@ def create_userdata_dir(directory: str, create_dir: bool = False) -> Path:
     :param create_dir: Create directory if it does not exist.
     :return: Path object containing the directory
     """
-    sub_dirs = ["backtest_results", "data", "hyperopts", "hyperopt_results", "notebooks",
-                "plot", "strategies", ]
+    sub_dirs = ["backtest_results", "data", "hyperopts", "hyperopt_results", "logs",
+                "notebooks", "plot", "strategies", ]
     folder = Path(directory)
     if not folder.is_dir():
         if create_dir:
diff --git a/tests/test_directory_operations.py b/tests/test_directory_operations.py
index 889338a64..71c91549f 100644
--- a/tests/test_directory_operations.py
+++ b/tests/test_directory_operations.py
@@ -25,7 +25,7 @@ def test_create_userdata_dir(mocker, default_conf, caplog) -> None:
     md = mocker.patch.object(Path, 'mkdir', MagicMock())
 
     x = create_userdata_dir('/tmp/bar', create_dir=True)
-    assert md.call_count == 8
+    assert md.call_count == 9
     assert md.call_args[1]['parents'] is False
     assert log_has(f'Created user-data directory: {Path("/tmp/bar")}', caplog)
     assert isinstance(x, Path)
diff --git a/user_data/logs/.gitkeep b/user_data/logs/.gitkeep
new file mode 100644
index 000000000..e69de29bb

From 6b53197dfc820ae5ce899a869bdd37187b4368e2 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 21 Apr 2020 20:42:58 +0200
Subject: [PATCH 0921/1106] Fix documentation to use --logfile, not
 --logfilename (which does not exist)

---
 docs/advanced-setup.md | 24 ++++++++++++------------
 docs/faq.md            |  2 +-
 2 files changed, 13 insertions(+), 13 deletions(-)

diff --git a/docs/advanced-setup.md b/docs/advanced-setup.md
index 2d3fe36f5..95480a2c6 100644
--- a/docs/advanced-setup.md
+++ b/docs/advanced-setup.md
@@ -37,30 +37,30 @@ as the watchdog.
 
 ## Advanced Logging
 
-On many Linux systems the bot can be configured to send its log messages to `syslog` or `journald` system services. Logging to a remote `syslog` server is also available on Windows. The special values for the `--logfilename` command line option can be used for this.
+On many Linux systems the bot can be configured to send its log messages to `syslog` or `journald` system services. Logging to a remote `syslog` server is also available on Windows. The special values for the `--logfile` command line option can be used for this.
 
 ### Logging to syslog
 
-To send Freqtrade log messages to a local or remote `syslog` service use the `--logfilename` command line option with the value in the following format:
+To send Freqtrade log messages to a local or remote `syslog` service use the `--logfile` command line option with the value in the following format:
 
-* `--logfilename syslog:<syslog_address>` -- send log messages to `syslog` service using the `<syslog_address>` as the syslog address.
+* `--logfile syslog:<syslog_address>` -- send log messages to `syslog` service using the `<syslog_address>` as the syslog address.
 
 The syslog address can be either a Unix domain socket (socket filename) or a UDP socket specification, consisting of IP address and UDP port, separated by the `:` character.
 
 So, the following are the examples of possible usages:
 
-* `--logfilename syslog:/dev/log` -- log to syslog (rsyslog) using the `/dev/log` socket, suitable for most systems.
-* `--logfilename syslog` -- same as above, the shortcut for `/dev/log`.
-* `--logfilename syslog:/var/run/syslog` -- log to syslog (rsyslog) using the `/var/run/syslog` socket. Use this on MacOS.
-* `--logfilename syslog:localhost:514` -- log to local syslog using UDP socket, if it listens on port 514.
-* `--logfilename syslog:<ip>:514` -- log to remote syslog at IP address and port 514. This may be used on Windows for remote logging to an external syslog server.
+* `--logfile syslog:/dev/log` -- log to syslog (rsyslog) using the `/dev/log` socket, suitable for most systems.
+* `--logfile syslog` -- same as above, the shortcut for `/dev/log`.
+* `--logfile syslog:/var/run/syslog` -- log to syslog (rsyslog) using the `/var/run/syslog` socket. Use this on MacOS.
+* `--logfile syslog:localhost:514` -- log to local syslog using UDP socket, if it listens on port 514.
+* `--logfile syslog:<ip>:514` -- log to remote syslog at IP address and port 514. This may be used on Windows for remote logging to an external syslog server.
 
 Log messages are send to `syslog` with the `user` facility. So you can see them with the following commands:
 
 * `tail -f /var/log/user`, or 
 * install a comprehensive graphical viewer (for instance, 'Log File Viewer' for Ubuntu).
 
-On many systems `syslog` (`rsyslog`) fetches data from `journald` (and vice versa), so both `--logfilename syslog` or `--logfilename journald` can be used and the messages be viewed with both `journalctl` and a syslog viewer utility. You can combine this in any way which suites you better.
+On many systems `syslog` (`rsyslog`) fetches data from `journald` (and vice versa), so both `--logfile syslog` or `--logfile journald` can be used and the messages be viewed with both `journalctl` and a syslog viewer utility. You can combine this in any way which suites you better.
 
 For `rsyslog` the messages from the bot can be redirected into a separate dedicated log file. To achieve this, add
 ```
@@ -78,9 +78,9 @@ $RepeatedMsgReduction on
 
 This needs the `systemd` python package installed as the dependency, which is not available on Windows. Hence, the whole journald logging functionality is not available for a bot running on Windows.
 
-To send Freqtrade log messages to `journald` system service use the `--logfilename` command line option with the value in the following format:
+To send Freqtrade log messages to `journald` system service use the `--logfile` command line option with the value in the following format:
 
-* `--logfilename journald` -- send log messages to `journald`.
+* `--logfile journald` -- send log messages to `journald`.
 
 Log messages are send to `journald` with the `user` facility. So you can see them with the following commands:
 
@@ -89,4 +89,4 @@ Log messages are send to `journald` with the `user` facility. So you can see the
 
 There are many other options in the `journalctl` utility to filter the messages, see manual pages for this utility.
 
-On many systems `syslog` (`rsyslog`) fetches data from `journald` (and vice versa), so both `--logfilename syslog` or `--logfilename journald` can be used and the messages be viewed with both `journalctl` and a syslog viewer utility. You can combine this in any way which suites you better.
+On many systems `syslog` (`rsyslog`) fetches data from `journald` (and vice versa), so both `--logfile syslog` or `--logfile journald` can be used and the messages be viewed with both `journalctl` and a syslog viewer utility. You can combine this in any way which suites you better.
diff --git a/docs/faq.md b/docs/faq.md
index 94818964b..8e8a1bf35 100644
--- a/docs/faq.md
+++ b/docs/faq.md
@@ -100,7 +100,7 @@ $ tail -f /path/to/mylogfile.log | grep 'something'
 ```
 from a separate terminal window.
 
-On Windows, the `--logfilename` option is also supported by Freqtrade and you can use the `findstr` command to search the log for the string of interest:
+On Windows, the `--logfile` option is also supported by Freqtrade and you can use the `findstr` command to search the log for the string of interest:
 ```
 > type \path\to\mylogfile.log | findstr "something"
 ```

From adf0bb69b8ecef7c974b8a29cb63ef2ebb1da826 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 22 Apr 2020 06:39:03 +0200
Subject: [PATCH 0922/1106] Update sql cheatsheet to allow manual closing
 trades correctly

---
 docs/sql_cheatsheet.md | 25 ++++++++++++++-----------
 1 file changed, 14 insertions(+), 11 deletions(-)

diff --git a/docs/sql_cheatsheet.md b/docs/sql_cheatsheet.md
index f41520bd9..b7b38c3dc 100644
--- a/docs/sql_cheatsheet.md
+++ b/docs/sql_cheatsheet.md
@@ -67,22 +67,32 @@ SELECT * FROM trades;
 
 !!! Warning
   	Manually selling a pair on the exchange will not be detected by the bot and it will try to sell anyway. Whenever possible, forcesell <tradeid> should be used to accomplish the same thing.  
-		It is strongly advised to backup your database file before making any manual changes.
+	It is strongly advised to backup your database file before making any manual changes.
 
 !!! Note
   	This should not be necessary after /forcesell, as forcesell orders are closed automatically by the bot on the next iteration.
 
 ```sql
 UPDATE trades
-SET is_open=0, close_date=<close_date>, close_rate=<close_rate>, close_profit=close_rate/open_rate-1, sell_reason=<sell_reason>  
+SET is_open=0,
+  close_date=<close_date>,
+  close_rate=<close_rate>,
+  close_profit=close_rate/open_rate-1,
+  close_profit_abs = (amount * <close_rate> * (1 - fee_close) - (amount * open_rate * 1 - fee_open),
+  sell_reason=<sell_reason>
 WHERE id=<trade_ID_to_update>;
 ```
 
-##### Example
+### Example
 
 ```sql
 UPDATE trades
-SET is_open=0, close_date='2017-12-20 03:08:45.103418', close_rate=0.19638016, close_profit=0.0496, sell_reason='force_sell'  
+SET is_open=0,
+  close_date='2017-12-20 03:08:45.103418',
+  close_rate=0.19638016,
+  close_profit=0.0496,
+  close_profit_abs = (amount * 0.19638016 * (1 - fee_close) - (amount * open_rate * 1 - fee_open)
+  sell_reason='force_sell'  
 WHERE id=31;
 ```
 
@@ -99,10 +109,3 @@ VALUES ('bittrex', 'ETH/BTC', 1, 0.0025, 0.0025, <open_rate>, <stake_amount>, <a
 INSERT INTO trades (exchange, pair, is_open, fee_open, fee_close, open_rate, stake_amount, amount, open_date)
 VALUES ('bittrex', 'ETH/BTC', 1, 0.0025, 0.0025, 0.00258580, 0.002, 0.7715262081, '2017-11-28 12:44:24.000000')
 ```
-
-## Fix wrong fees in the table
-If your DB was created before [PR#200](https://github.com/freqtrade/freqtrade/pull/200) was merged (before 12/23/17).
-
-```sql
-UPDATE trades SET fee=0.0025 WHERE fee=0.005;
-```

From 662ec1cd60ac8c83dbcbc49f2d659539b702bf10 Mon Sep 17 00:00:00 2001
From: jpribyl <pribylsnbits@gmail.com>
Date: Wed, 22 Apr 2020 18:45:33 -0600
Subject: [PATCH 0923/1106] Update wording in expectancy docs and add example

---
 docs/edge.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/edge.md b/docs/edge.md
index 721f570c7..029844c0b 100644
--- a/docs/edge.md
+++ b/docs/edge.md
@@ -79,7 +79,7 @@ So lets say your Win rate is 28% and your Risk Reward Ratio is 5:
 Expectancy = (5 X 0.28) – 0.72 = 0.68
 ```
 
-Superficially, this means that on average you expect this strategy’s trades to return .68 times the size of your loses. This is important for two reasons: First, it may seem obvious, but you know right away that you have a positive return. Second, you now have a number you can compare to other candidate systems to make decisions about which ones you employ.
+Superficially, this means that on average you expect this strategy’s trades to return 1.68 times the size of your loses. Said another way, you can expect to win $1.68 for every $1 you lose. This is important for two reasons: First, it may seem obvious, but you know right away that you have a positive return. Second, you now have a number you can compare to other candidate systems to make decisions about which ones you employ.
 
 It is important to remember that any system with an expectancy greater than 0 is profitable using past data. The key is finding one that will be profitable in the future.
 

From 461b0ef7381c0ca4cdcb37de6888b3e22ab582e6 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 23 Apr 2020 20:03:59 +0200
Subject: [PATCH 0924/1106] Add test verifying we're not reintroducing this in
 the future

Tests case of FTX, which returns mostly empty ticker info
---
 tests/conftest.py               | 48 +++++++++++++++++++++++++++++++++
 tests/pairlist/test_pairlist.py |  9 +++++--
 2 files changed, 55 insertions(+), 2 deletions(-)

diff --git a/tests/conftest.py b/tests/conftest.py
index 62c1d7046..d95475b8c 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -739,6 +739,31 @@ def shitcoinmarkets(markets):
             "future": False,
             "active": True
         },
+        'ADAHALF/USDT': {
+            "percentage": True,
+            "tierBased": False,
+            "taker": 0.001,
+            "maker": 0.001,
+            "precision": {
+                "base": 8,
+                "quote": 8,
+                "amount": 2,
+                "price": 4
+            },
+            "limits": {
+            },
+            "id": "ADAHALFUSDT",
+            "symbol": "ADAHALF/USDT",
+            "base": "ADAHALF",
+            "quote": "USDT",
+            "baseId": "ADAHALF",
+            "quoteId": "USDT",
+            "info": {},
+            "type": "spot",
+            "spot": True,
+            "future": False,
+            "active": True
+    },
         })
     return shitmarkets
 
@@ -1243,6 +1268,29 @@ def tickers():
             "quoteVolume": 323652.075405,
             "info": {}
         },
+        # Example of leveraged pair with incomplete info
+        "ADAHALF/USDT": {
+            "symbol": "ADAHALF/USDT",
+            "timestamp": 1580469388244,
+            "datetime": "2020-01-31T11:16:28.244Z",
+            "high": None,
+            "low": None,
+            "bid": 0.7305,
+            "bidVolume": None,
+            "ask": 0.7342,
+            "askVolume": None,
+            "vwap": None,
+            "open": None,
+            "close": None,
+            "last": None,
+            "previousClose": None,
+            "change": None,
+            "percentage": 2.628,
+            "average": None,
+            "baseVolume": 0.0,
+            "quoteVolume": 0.0,
+            "info": {}
+        },
     })
 
 
diff --git a/tests/pairlist/test_pairlist.py b/tests/pairlist/test_pairlist.py
index 6275bdafc..9184beaa0 100644
--- a/tests/pairlist/test_pairlist.py
+++ b/tests/pairlist/test_pairlist.py
@@ -163,7 +163,7 @@ def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf):
     ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "bidVolume"}],
         "BTC",  ['HOT/BTC', 'FUEL/BTC', 'XRP/BTC', 'LTC/BTC', 'TKN/BTC']),
     ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"}],
-        "USDT", ['ETH/USDT', 'NANO/USDT']),
+        "USDT", ['ETH/USDT', 'NANO/USDT', 'ADAHALF/USDT']),
     # No pair for ETH ...
     ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"}],
      "ETH", []),
@@ -177,6 +177,10 @@ def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf):
     ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"},
       {"method": "PriceFilter", "low_price_ratio": 0.03}],
         "BTC", ['ETH/BTC', 'TKN/BTC', 'LTC/BTC', 'XRP/BTC']),
+    # PriceFilter and VolumePairList
+    ([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"},
+      {"method": "PriceFilter", "low_price_ratio": 0.03}],
+        "USDT", ['ETH/USDT', 'NANO/USDT']),
     # Hot is removed by precision_filter, Fuel by low_price_filter.
     ([{"method": "VolumePairList", "number_assets": 6, "sort_key": "quoteVolume"},
       {"method": "PrecisionFilter"},
@@ -221,7 +225,8 @@ def test_VolumePairList_whitelist_gen(mocker, whitelist_conf, shitcoinmarkets, t
             assert log_has_re(r'^Removed .* from whitelist, because stop price .* '
                               r'would be <= stop limit.*', caplog)
         if pairlist['method'] == 'PriceFilter':
-            assert log_has_re(r'^Removed .* from whitelist, because 1 unit is .*%$', caplog)
+            assert (log_has_re(r'^Removed .* from whitelist, because 1 unit is .*%$', caplog) or
+                    log_has_re(r"^Removed .* from whitelist, because 'last' is empty.*", caplog))
 
 
 def test_gen_pair_whitelist_not_supported(mocker, default_conf, tickers) -> None:

From f4995780e5c15c8b270a3118bed0a1215557c05c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 23 Apr 2020 20:04:36 +0200
Subject: [PATCH 0925/1106] Verify last is not None - to avoid crashing

fix #3117
---
 freqtrade/pairlist/PriceFilter.py | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/freqtrade/pairlist/PriceFilter.py b/freqtrade/pairlist/PriceFilter.py
index 0f7e0782f..31d0eec58 100644
--- a/freqtrade/pairlist/PriceFilter.py
+++ b/freqtrade/pairlist/PriceFilter.py
@@ -37,6 +37,12 @@ class PriceFilter(IPairList):
         :param ticker: ticker dict as returned from ccxt.load_markets()
         :return: True if the pair can stay, false if it should be removed
         """
+        if ticker['last'] is None:
+
+            self.log_on_refresh(logger.info,
+                                f"Removed {ticker['symbol']} from whitelist, "
+                                "because 'last' is empty (Usually no trade in the last 24h).")
+            return False
         compare = ticker['last'] + self._exchange.price_get_one_pip(ticker['symbol'],
                                                                     ticker['last'])
         changeperc = (compare - ticker['last']) / ticker['last']
@@ -47,7 +53,6 @@ class PriceFilter(IPairList):
         return True
 
     def filter_pairlist(self, pairlist: List[str], tickers: Dict) -> List[str]:
-
         """
         Filters and sorts pairlist and returns the whitelist again.
         Called on each bot iteration - please use internal caching if necessary

From 9627604ec3d13ada6aa50f77b5cb4e8be6456523 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 24 Apr 2020 07:57:43 +0200
Subject: [PATCH 0926/1106] change wording of log message

---
 freqtrade/pairlist/PriceFilter.py | 4 ++--
 tests/pairlist/test_pairlist.py   | 3 ++-
 2 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/freqtrade/pairlist/PriceFilter.py b/freqtrade/pairlist/PriceFilter.py
index 31d0eec58..2f7e98e24 100644
--- a/freqtrade/pairlist/PriceFilter.py
+++ b/freqtrade/pairlist/PriceFilter.py
@@ -40,8 +40,8 @@ class PriceFilter(IPairList):
         if ticker['last'] is None:
 
             self.log_on_refresh(logger.info,
-                                f"Removed {ticker['symbol']} from whitelist, "
-                                "because 'last' is empty (Usually no trade in the last 24h).")
+                                f"Removed {ticker['symbol']} from whitelist, because "
+                                "ticker['last'] is empty (Usually no trade in the last 24h).")
             return False
         compare = ticker['last'] + self._exchange.price_get_one_pip(ticker['symbol'],
                                                                     ticker['last'])
diff --git a/tests/pairlist/test_pairlist.py b/tests/pairlist/test_pairlist.py
index 9184beaa0..7dfe8bcca 100644
--- a/tests/pairlist/test_pairlist.py
+++ b/tests/pairlist/test_pairlist.py
@@ -226,7 +226,8 @@ def test_VolumePairList_whitelist_gen(mocker, whitelist_conf, shitcoinmarkets, t
                               r'would be <= stop limit.*', caplog)
         if pairlist['method'] == 'PriceFilter':
             assert (log_has_re(r'^Removed .* from whitelist, because 1 unit is .*%$', caplog) or
-                    log_has_re(r"^Removed .* from whitelist, because 'last' is empty.*", caplog))
+                    log_has_re(r"^Removed .* from whitelist, because ticker\['last'\] is empty.*",
+                               caplog))
 
 
 def test_gen_pair_whitelist_not_supported(mocker, default_conf, tickers) -> None:

From 5c012d79eb284a9f44dd46c93d235a64319b7934 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 24 Apr 2020 18:14:07 +0300
Subject: [PATCH 0927/1106] Remove unused method

---
 freqtrade/optimize/hyperopt.py | 15 ---------------
 1 file changed, 15 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 68e7032d9..61e2a9b6f 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -293,21 +293,6 @@ class Hyperopt:
             self.hyperopt_table_header = 2
         return output
 
-    @staticmethod
-    def print_results_explanation(results, total_epochs, highlight_best: bool,
-                                  print_colorized: bool) -> None:
-        """
-        Log results explanation string
-        """
-        explanation_str = Hyperopt._format_explanation_string(results, total_epochs)
-        # Colorize output
-        if print_colorized:
-            if results['total_profit'] > 0:
-                explanation_str = Fore.GREEN + explanation_str
-            if highlight_best and results['is_best']:
-                explanation_str = Style.BRIGHT + explanation_str
-        print(explanation_str)
-
     @staticmethod
     def _format_explanation_string(results, total_epochs) -> str:
         return (("*" if results['is_initial_point'] else " ") +

From 6e5f0869b33ac4e5059f9b96b80fb880e9be225a Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 24 Apr 2020 18:39:08 +0300
Subject: [PATCH 0928/1106] Remove another unused method

---
 freqtrade/optimize/hyperopt.py | 16 ----------------
 1 file changed, 16 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 61e2a9b6f..fcf50af6a 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -277,22 +277,6 @@ class Hyperopt:
             )
             self.hyperopt_table_header = 2
 
-    def get_results(self, results) -> str:
-        """
-        Log results if it is better than any previous evaluation
-        """
-        output = ''
-        is_best = results['is_best']
-
-        if self.print_all or is_best:
-            output = self.get_result_table(
-                self.config, results, self.total_epochs,
-                self.print_all, self.print_colorized,
-                self.hyperopt_table_header
-            )
-            self.hyperopt_table_header = 2
-        return output
-
     @staticmethod
     def _format_explanation_string(results, total_epochs) -> str:
         return (("*" if results['is_initial_point'] else " ") +

From 2d994f6feb137edc224a47c0b48d95fb12ddf4fa Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 24 Apr 2020 21:57:29 +0300
Subject: [PATCH 0929/1106] Better printing of asterisk

---
 freqtrade/optimize/hyperopt.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index fcf50af6a..ea27430ee 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -304,8 +304,9 @@ class Hyperopt:
         trials.columns = ['Best', 'Epoch', 'Trades', 'Avg profit', 'Total profit',
                           'Profit', 'Avg duration', 'Objective', 'is_initial_point', 'is_best']
         trials['is_profit'] = False
-        trials.loc[trials['is_initial_point'], 'Best'] = '*'
+        trials.loc[trials['is_initial_point'], 'Best'] = '*     '
         trials.loc[trials['is_best'], 'Best'] = 'Best'
+        trials.loc[trials['is_initial_point'] & trials['is_best'], 'Best'] = '* Best'
         trials.loc[trials['Total profit'] > 0, 'is_profit'] = True
         trials['Trades'] = trials['Trades'].astype(str)
 

From c230a94d553a5b38c7118bff7ccb1a7e374f5442 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 25 Apr 2020 11:23:54 +0300
Subject: [PATCH 0930/1106] Fix #3065

---
 docs/hyperopt.md | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/docs/hyperopt.md b/docs/hyperopt.md
index ad812a5ad..30a22a969 100644
--- a/docs/hyperopt.md
+++ b/docs/hyperopt.md
@@ -6,9 +6,7 @@ algorithms included in the `scikit-optimize` package to accomplish this. The
 search will burn all your CPU cores, make your laptop sound like a fighter jet
 and still take a long time.
 
-In general, the search for best parameters starts with a few random combinations and then uses Bayesian search with a
-ML regressor algorithm (currently ExtraTreesRegressor) to quickly find a combination of parameters in the search hyperspace
-that minimizes the value of the [loss function](#loss-functions).
+In general, the search for best parameters starts with a few random combinations (see [below](#reproducible-results) for more details) and then uses Bayesian search with a ML regressor algorithm (currently ExtraTreesRegressor) to quickly find a combination of parameters in the search hyperspace that minimizes the value of the [loss function](#loss-functions).
 
 Hyperopt requires historic data to be available, just as backtesting does.
 To learn how to get data for the pairs and exchange you're interested in, head over to the [Data Downloading](data-download.md) section of the documentation.
@@ -311,7 +309,7 @@ You can also enable position stacking in the configuration file by explicitly se
 
 ### Reproducible results
 
-The search for optimal parameters starts with a few (currently 30) random combinations in the hyperspace of parameters, random Hyperopt epochs. These random epochs are marked with a leading asterisk sign at the Hyperopt output.
+The search for optimal parameters starts with a few (currently 30) random combinations in the hyperspace of parameters, random Hyperopt epochs. These random epochs are marked with an asterisk character (`*`) in the first column in the Hyperopt output.
 
 The initial state for generation of these random values (random state) is controlled by the value of the `--random-state` command line option. You can set it to some arbitrary value of your choice to obtain reproducible results.
 

From d9f255a6c07809ea28981e39c3bb576f1394461a Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 25 Apr 2020 12:49:14 +0300
Subject: [PATCH 0931/1106] Fix asterisk printing for csv output

---
 freqtrade/optimize/hyperopt.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index ea27430ee..79b6b8cb0 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -397,6 +397,7 @@ class Hyperopt:
         trials['is_profit'] = False
         trials.loc[trials['is_initial_point'], 'Best'] = '*'
         trials.loc[trials['is_best'], 'Best'] = 'Best'
+        trials.loc[trials['is_initial_point'] & trials['is_best'], 'Best'] = '* Best'
         trials.loc[trials['Total profit'] > 0, 'is_profit'] = True
         trials['Epoch'] = trials['Epoch'].astype(str)
         trials['Trades'] = trials['Trades'].astype(str)

From 8987859044df53cda8086a72d792d22635b93d87 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 25 Apr 2020 15:37:13 +0200
Subject: [PATCH 0932/1106] Enable pairlist parsing for backtesting and
 hyperopt

---
 freqtrade/optimize/backtesting.py  | 11 ++++++--
 tests/optimize/test_backtesting.py | 40 ++++++++++++++++++++++++------
 2 files changed, 41 insertions(+), 10 deletions(-)

diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index f29f599a6..c01e3de50 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -20,6 +20,7 @@ from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import timeframe_to_minutes, timeframe_to_seconds
 from freqtrade.optimize.optimize_reports import (show_backtest_results,
                                                  store_backtest_result)
+from freqtrade.pairlist.pairlistmanager import PairListManager
 from freqtrade.persistence import Trade
 from freqtrade.resolvers import ExchangeResolver, StrategyResolver
 from freqtrade.state import RunMode
@@ -63,10 +64,16 @@ class Backtesting:
         self.strategylist: List[IStrategy] = []
         self.exchange = ExchangeResolver.load_exchange(self.config['exchange']['name'], self.config)
 
+        self.pairlists = PairListManager(self.exchange, self.config)
+        self.pairlists.refresh_pairlist()
+
+        if len(self.pairlists.whitelist) == 0:
+            raise OperationalException("No pair in whitelist.")
+
         if config.get('fee'):
             self.fee = config['fee']
         else:
-            self.fee = self.exchange.get_fee(symbol=self.config['exchange']['pair_whitelist'][0])
+            self.fee = self.exchange.get_fee(symbol=self.pairlists.whitelist[0])
 
         if self.config.get('runmode') != RunMode.HYPEROPT:
             self.dataprovider = DataProvider(self.config, self.exchange)
@@ -111,7 +118,7 @@ class Backtesting:
 
         data = history.load_data(
             datadir=self.config['datadir'],
-            pairs=self.config['exchange']['pair_whitelist'],
+            pairs=self.pairlists.whitelist,
             timeframe=self.timeframe,
             timerange=timerange,
             startup_candles=self.required_startup,
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 1c4d3b16a..862dbe3aa 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -2,7 +2,7 @@
 
 import random
 from pathlib import Path
-from unittest.mock import MagicMock
+from unittest.mock import MagicMock, PropertyMock
 
 import numpy as np
 import pandas as pd
@@ -10,8 +10,9 @@ import pytest
 from arrow import Arrow
 
 from freqtrade import constants
+from freqtrade.commands.optimize_commands import (setup_optimize_configuration,
+                                                  start_backtesting)
 from freqtrade.configuration import TimeRange
-from freqtrade.commands.optimize_commands import setup_optimize_configuration, start_backtesting
 from freqtrade.data import history
 from freqtrade.data.btanalysis import evaluate_result_multi
 from freqtrade.data.converter import clean_ohlcv_dataframe
@@ -333,8 +334,9 @@ def test_backtesting_start(default_conf, mocker, testdatadir, caplog) -> None:
     patch_exchange(mocker)
     mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest')
     mocker.patch('freqtrade.optimize.backtesting.show_backtest_results')
+    mocker.patch('freqtrade.pairlist.pairlistmanager.PairListManager.whitelist',
+                 PropertyMock(return_value=['UNITTEST/BTC']))
 
-    default_conf['exchange']['pair_whitelist'] = ['UNITTEST/BTC']
     default_conf['ticker_interval'] = '1m'
     default_conf['datadir'] = testdatadir
     default_conf['export'] = None
@@ -362,9 +364,9 @@ def test_backtesting_start_no_data(default_conf, mocker, caplog, testdatadir) ->
     mocker.patch('freqtrade.data.history.get_timerange', get_timerange)
     patch_exchange(mocker)
     mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest')
-    mocker.patch('freqtrade.optimize.backtesting.show_backtest_results')
+    mocker.patch('freqtrade.pairlist.pairlistmanager.PairListManager.whitelist',
+                 PropertyMock(return_value=['UNITTEST/BTC']))
 
-    default_conf['exchange']['pair_whitelist'] = ['UNITTEST/BTC']
     default_conf['ticker_interval'] = "1m"
     default_conf['datadir'] = testdatadir
     default_conf['export'] = None
@@ -375,6 +377,27 @@ def test_backtesting_start_no_data(default_conf, mocker, caplog, testdatadir) ->
         backtesting.start()
 
 
+def test_backtesting_no_pair_left(default_conf, mocker, caplog, testdatadir) -> None:
+    def get_timerange(input1):
+        return Arrow(2017, 11, 14, 21, 17), Arrow(2017, 11, 14, 22, 59)
+
+    mocker.patch('freqtrade.data.history.history_utils.load_pair_history',
+                 MagicMock(return_value=pd.DataFrame()))
+    mocker.patch('freqtrade.data.history.get_timerange', get_timerange)
+    patch_exchange(mocker)
+    mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest')
+    mocker.patch('freqtrade.pairlist.pairlistmanager.PairListManager.whitelist',
+                 PropertyMock(return_value=[]))
+
+    default_conf['ticker_interval'] = "1m"
+    default_conf['datadir'] = testdatadir
+    default_conf['export'] = None
+    default_conf['timerange'] = '20180101-20180102'
+
+    with pytest.raises(OperationalException, match='No pair in whitelist.'):
+        Backtesting(default_conf)
+
+
 def test_backtest(default_conf, fee, mocker, testdatadir) -> None:
     default_conf['ask_strategy']['use_sell_signal'] = False
     mocker.patch('freqtrade.exchange.Exchange.get_fee', fee)
@@ -585,12 +608,12 @@ def test_backtest_multi_pair(default_conf, fee, mocker, tres, pair, testdatadir)
 
 
 def test_backtest_start_timerange(default_conf, mocker, caplog, testdatadir):
-    default_conf['exchange']['pair_whitelist'] = ['UNITTEST/BTC']
 
     patch_exchange(mocker)
     mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', MagicMock())
     mocker.patch('freqtrade.optimize.backtesting.show_backtest_results', MagicMock())
-
+    mocker.patch('freqtrade.pairlist.pairlistmanager.PairListManager.whitelist',
+                 PropertyMock(return_value=['UNITTEST/BTC']))
     patched_configuration_load_config_file(mocker, default_conf)
 
     args = [
@@ -625,10 +648,11 @@ def test_backtest_start_timerange(default_conf, mocker, caplog, testdatadir):
 
 
 def test_backtest_start_multi_strat(default_conf, mocker, caplog, testdatadir):
-    default_conf['exchange']['pair_whitelist'] = ['UNITTEST/BTC']
 
     patch_exchange(mocker)
     backtestmock = MagicMock()
+    mocker.patch('freqtrade.pairlist.pairlistmanager.PairListManager.whitelist',
+                 PropertyMock(return_value=['UNITTEST/BTC']))
     mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', backtestmock)
     gen_table_mock = MagicMock()
     mocker.patch('freqtrade.optimize.optimize_reports.generate_text_table', gen_table_mock)

From 57345476abf5992fca61d4537cef95e7e206cb48 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 25 Apr 2020 15:38:20 +0200
Subject: [PATCH 0933/1106] Document pairlists for backtesting

---
 docs/backtesting.md   | 8 ++++++--
 docs/configuration.md | 2 +-
 2 files changed, 7 insertions(+), 3 deletions(-)

diff --git a/docs/backtesting.md b/docs/backtesting.md
index 3d08d5332..d6775e17c 100644
--- a/docs/backtesting.md
+++ b/docs/backtesting.md
@@ -17,8 +17,12 @@ For details on downloading, please refer to the [Data Downloading](data-download
 
 The result of backtesting will confirm if your bot has better odds of making a profit than a loss.
 
-!!! Tip "Using dynamic pairlists for backtesting"
-    While using dynamic pairlists during backtesting is not possible, a dynamic pairlist using current data can be generated via the [`test-pairlist`](utils.md#test-pairlist) command, and needs to be specified as `"pair_whitelist"` attribute in the configuration.
+!!! Warning "Using dynamic pairlists for backtesting"
+    Using dynamic pairlists is possible, however it relies on the current market conditions - which will not reflect the historic status of the pairlist.
+    Also, when using pairlists other than StaticPairlist, reproducability of backtesting-results cannot be guaranteed.
+    Please read the [pairlists documentation](configuration.md#pairlists) for more information.
+
+    To achieve reproducible results, best generate a pairlist via the [`test-pairlist`](utils.md#test-pairlist) command and use that as static pairlist.
 
 ### Run a backtesting against the currencies listed in your config file
 
diff --git a/docs/configuration.md b/docs/configuration.md
index 338299781..3de89301f 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -544,7 +544,6 @@ A fixed slot (mirroring `bid_strategy.order_book_top`) can be defined by setting
     Using `ask_strategy.order_book_max` higher than 1 will result in improper dry-run results (significantly better than real orders executed on exchange), since dry-run assumes orders to be filled almost instantly.
     It is therefore advised to not use this setting for dry-runs.
 
-
 #### Sell price without Orderbook enabled
 
 When not using orderbook (`ask_strategy.use_order_book=False`), the price at the `ask_strategy.price_side` side (defaults to `"ask"`) from the ticker will be used as the sell price.
@@ -622,6 +621,7 @@ Min price precision is 8 decimals. If price is 0.00000011 - one step would be 0.
 These pairs are dangerous since it may be impossible to place the desired stoploss - and often result in high losses.
 
 #### Spread Filter
+
 Removes pairs that have a difference between asks and bids above the specified ratio (default `0.005`).
 Example:
 If `DOGE/BTC` maximum bid is 0.00000026 and minimum ask is 0.00000027 the ratio is calculated as: `1 - bid/ask ~= 0.037` which is `> 0.005` 

From e8530c36d3a8bcf92d509d98d1ba6459a656a399 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 25 Apr 2020 15:46:20 +0200
Subject: [PATCH 0934/1106] Remove pairlists from hyperopt too (it holds a
 reference to exchange)

---
 freqtrade/optimize/hyperopt.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index fcf50af6a..f9dddd573 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -624,6 +624,7 @@ class Hyperopt:
 
         # We don't need exchange instance anymore while running hyperopt
         self.backtesting.exchange = None  # type: ignore
+        self.backtesting.pairlists = None  # type: ignore
 
         self.trials = self.load_previous_results(self.trials_file)
 

From a3a045dbd4a650b35d1430ab4609bd1947354a01 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 25 Apr 2020 15:54:23 +0200
Subject: [PATCH 0935/1106] Add small section noting that a strategy file is
 always necessary

fix #3047
---
 docs/hyperopt.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/docs/hyperopt.md b/docs/hyperopt.md
index 30a22a969..55d2d984c 100644
--- a/docs/hyperopt.md
+++ b/docs/hyperopt.md
@@ -63,6 +63,9 @@ Optional - can also be loaded from a strategy:
 !!! Note
     Assuming the optional methods are not in your hyperopt file, please use `--strategy AweSomeStrategy` which contains these methods so hyperopt can use these methods instead.
 
+!!! Note
+    You will always have to provide a strategy to Hyperopt even if it contains all methods.
+
 Rarely you may also need to override:
 
 * `roi_space` - for custom ROI optimization (if you need the ranges for the ROI parameters in the optimization hyperspace that differ from default)

From d1a24db6b7bce1eb118f9fd19fb5017049f958cf Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 25 Apr 2020 16:04:10 +0200
Subject: [PATCH 0936/1106] Remove deprecated pairlist and binary

---
 bin/freqtrade                                 | 11 ---------
 docs/deprecated.md                            |  6 +++++
 .../configuration/deprecated_settings.py      | 23 -------------------
 tests/test_configuration.py                   | 12 ----------
 4 files changed, 6 insertions(+), 46 deletions(-)
 delete mode 100755 bin/freqtrade

diff --git a/bin/freqtrade b/bin/freqtrade
deleted file mode 100755
index eee7cbef4..000000000
--- a/bin/freqtrade
+++ /dev/null
@@ -1,11 +0,0 @@
-#!/usr/bin/env python3
-
-import sys
-import logging
-
-logger = logging.getLogger(__name__)
-
-
-logger.error("DEPRECATED installation detected, please run `pip install -e .` again.")
-
-sys.exit(2)
diff --git a/docs/deprecated.md b/docs/deprecated.md
index 349d41a09..a9a914f44 100644
--- a/docs/deprecated.md
+++ b/docs/deprecated.md
@@ -24,3 +24,9 @@ and in freqtrade 2019.7 (master branch).
 `--live` in the context of backtesting allowed to download the latest tick data for backtesting.
 Did only download the latest 500 candles, so was ineffective in getting good backtest data.
 Removed in 2019-7-dev (develop branch) and in freqtrade 2019-8 (master branch)
+
+### Allow running multiple pairlists in sequence
+
+The former `"pairlists"` section in the configuration has been removed, and is replaced by `pairlist` - being a list to specify a sequence of pairlists.
+
+The old option has been deprecated in 2019.11 and has been removed in 2020.4.
diff --git a/freqtrade/configuration/deprecated_settings.py b/freqtrade/configuration/deprecated_settings.py
index 55497d4f5..3999ea422 100644
--- a/freqtrade/configuration/deprecated_settings.py
+++ b/freqtrade/configuration/deprecated_settings.py
@@ -58,29 +58,6 @@ def process_temporary_deprecated_settings(config: Dict[str, Any]) -> None:
     process_deprecated_setting(config, 'ask_strategy', 'ignore_roi_if_buy_signal',
                                'experimental', 'ignore_roi_if_buy_signal')
 
-    if not config.get('pairlists') and not config.get('pairlists'):
-        config['pairlists'] = [{'method': 'StaticPairList'}]
-        logger.warning(
-            "DEPRECATED: "
-            "Pairlists must be defined explicitly in the future."
-            "Defaulting to StaticPairList for now.")
-
-    if config.get('pairlist', {}).get("method") == 'VolumePairList':
-        logger.warning(
-            "DEPRECATED: "
-            f"Using VolumePairList in pairlist is deprecated and must be moved to pairlists. "
-            "Please refer to the docs on configuration details")
-        pl = {'method': 'VolumePairList'}
-        pl.update(config.get('pairlist', {}).get('config'))
-        config['pairlists'].append(pl)
-
-    if config.get('pairlist', {}).get('config', {}).get('precision_filter'):
-        logger.warning(
-            "DEPRECATED: "
-            f"Using precision_filter setting is deprecated and has been replaced by"
-            "PrecisionFilter. Please refer to the docs on configuration details")
-        config['pairlists'].append({'method': 'PrecisionFilter'})
-
     if (config.get('edge', {}).get('enabled', False)
        and 'capital_available_percentage' in config.get('edge', {})):
         logger.warning(
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index f29f2eaf2..c89f1381e 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -1041,18 +1041,6 @@ def test_process_temporary_deprecated_settings(mocker, default_conf, setting, ca
     assert default_conf[setting[0]][setting[1]] == setting[5]
 
 
-def test_process_deprecated_setting_pairlists(mocker, default_conf, caplog):
-    patched_configuration_load_config_file(mocker, default_conf)
-    default_conf.update({'pairlist': {
-        'method': 'VolumePairList',
-        'config': {'precision_filter': True}
-    }})
-
-    process_temporary_deprecated_settings(default_conf)
-    assert log_has_re(r'DEPRECATED.*precision_filter.*', caplog)
-    assert log_has_re(r'DEPRECATED.*in pairlist is deprecated and must be moved*', caplog)
-
-
 def test_process_deprecated_setting_edge(mocker, edge_conf, caplog):
     patched_configuration_load_config_file(mocker, edge_conf)
     edge_conf.update({'edge': {

From 9fa21628d7cf77fe81dca35373b9caa21c0c6515 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 25 Apr 2020 16:29:17 +0200
Subject: [PATCH 0937/1106] Deprecate keys other than quoteVolume

fixes #2981
---
 docs/configuration.md                |  4 +---
 docs/deprecated.md                   |  6 +++++-
 freqtrade/pairlist/VolumePairList.py |  4 ++++
 tests/pairlist/test_pairlist.py      | 13 ++++++++++---
 4 files changed, 20 insertions(+), 7 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 338299781..2942014be 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -585,7 +585,7 @@ It uses configuration from `exchange.pair_whitelist` and `exchange.pair_blacklis
 
 #### Volume Pair List
 
-`VolumePairList` selects `number_assets` top pairs based on `sort_key`, which can be one of `askVolume`, `bidVolume` and `quoteVolume` and defaults to `quoteVolume`.
+`VolumePairList` selects `number_assets` top pairs based on `sort_key`, which can only be `quoteVolume`.
 
 `VolumePairList` considers outputs of previous pairlists unless  it's the first configured pairlist, it does not consider `pair_whitelist`, but selects the top assets from all available markets (with matching stake-currency) on the exchange.
 
@@ -593,8 +593,6 @@ It uses configuration from `exchange.pair_whitelist` and `exchange.pair_blacklis
 
 `VolumePairList` is based on the ticker data, as reported by the ccxt library:
 
-* The `bidVolume` is the volume (amount) of current best bid in the orderbook.
-* The `askVolume` is the volume (amount) of current best ask in the orderbook.
 * The `quoteVolume` is the amount of quote (stake) currency traded (bought or sold) in last 24 hours.
 
 ```json
diff --git a/docs/deprecated.md b/docs/deprecated.md
index a9a914f44..408c7b2ac 100644
--- a/docs/deprecated.md
+++ b/docs/deprecated.md
@@ -27,6 +27,10 @@ Removed in 2019-7-dev (develop branch) and in freqtrade 2019-8 (master branch)
 
 ### Allow running multiple pairlists in sequence
 
-The former `"pairlists"` section in the configuration has been removed, and is replaced by `pairlist` - being a list to specify a sequence of pairlists.
+The former `"pairlist"` section in the configuration has been removed, and is replaced by `pairlists` - being a list to specify a sequence of pairlists.
 
 The old option has been deprecated in 2019.11 and has been removed in 2020.4.
+
+### deprecation of bidVolume and askVolume from volumepairlist
+
+Since only quoteVolume can be compared between assets, the other options (bidVolume, askVolume) have been deprecated in 2020.4.
diff --git a/freqtrade/pairlist/VolumePairList.py b/freqtrade/pairlist/VolumePairList.py
index 65f43245c..eb44fe725 100644
--- a/freqtrade/pairlist/VolumePairList.py
+++ b/freqtrade/pairlist/VolumePairList.py
@@ -39,6 +39,10 @@ class VolumePairList(IPairList):
         if not self._validate_keys(self._sort_key):
             raise OperationalException(
                 f'key {self._sort_key} not in {SORT_VALUES}')
+        if self._sort_key != 'quoteVolume':
+            logger.warning(
+                "DEPRECATED: using any key other than quoteVolume for VolumePairList is deprecated."
+                )
 
     @property
     def needstickers(self) -> bool:
diff --git a/tests/pairlist/test_pairlist.py b/tests/pairlist/test_pairlist.py
index 7dfe8bcca..f9e2893c3 100644
--- a/tests/pairlist/test_pairlist.py
+++ b/tests/pairlist/test_pairlist.py
@@ -4,11 +4,11 @@ from unittest.mock import MagicMock, PropertyMock
 
 import pytest
 
-from freqtrade.exceptions import OperationalException
 from freqtrade.constants import AVAILABLE_PAIRLISTS
-from freqtrade.resolvers import PairListResolver
+from freqtrade.exceptions import OperationalException
 from freqtrade.pairlist.pairlistmanager import PairListManager
-from tests.conftest import get_patched_freqtradebot, log_has_re
+from freqtrade.resolvers import PairListResolver
+from tests.conftest import get_patched_freqtradebot, log_has, log_has_re
 
 # whitelist, blacklist
 
@@ -228,6 +228,13 @@ def test_VolumePairList_whitelist_gen(mocker, whitelist_conf, shitcoinmarkets, t
             assert (log_has_re(r'^Removed .* from whitelist, because 1 unit is .*%$', caplog) or
                     log_has_re(r"^Removed .* from whitelist, because ticker\['last'\] is empty.*",
                                caplog))
+        if pairlist['method'] == 'VolumePairList':
+            logmsg = ("DEPRECATED: using any key other than quoteVolume for "
+                      "VolumePairList is deprecated.")
+            if pairlist['sort_key'] != 'quoteVolume':
+                assert log_has(logmsg, caplog)
+            else:
+                assert not log_has(logmsg, caplog)
 
 
 def test_gen_pair_whitelist_not_supported(mocker, default_conf, tickers) -> None:

From deb14e0c8522da23bd2a4b487d6afa4187b4015a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 25 Apr 2020 16:32:11 +0200
Subject: [PATCH 0938/1106] Update "final" message in setup.sh

closes #2773
---
 setup.sh | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/setup.sh b/setup.sh
index e120190ce..d6e0006f1 100755
--- a/setup.sh
+++ b/setup.sh
@@ -252,7 +252,8 @@ function install() {
     echo "-------------------------"
     echo "Run the bot !"
     echo "-------------------------"
-    echo "You can now use the bot by executing 'source .env/bin/activate; freqtrade trade'."
+    echo "You can now use the bot by executing 'source .env/bin/activate; freqtrade <command>'."
+    echo "You verify that freqtrade is installed successfully by running 'source .env/bin/activate; freqtrade --version'."
 }
 
 function plot() {

From e1a347df90efa8517dc9a0e51bc144403ba53a43 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 25 Apr 2020 16:55:13 +0200
Subject: [PATCH 0939/1106] Use subcommand, add 3rd line

---
 setup.sh | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/setup.sh b/setup.sh
index d6e0006f1..918c41e6b 100755
--- a/setup.sh
+++ b/setup.sh
@@ -252,7 +252,8 @@ function install() {
     echo "-------------------------"
     echo "Run the bot !"
     echo "-------------------------"
-    echo "You can now use the bot by executing 'source .env/bin/activate; freqtrade <command>'."
+    echo "You can now use the bot by executing 'source .env/bin/activate; freqtrade <subcommand>'."
+    echo "You can see the list of available bot subcommands by executing 'source .env/bin/activate; freqtrade --help'."
     echo "You verify that freqtrade is installed successfully by running 'source .env/bin/activate; freqtrade --version'."
 }
 

From 255a43c98e75d18fe0a6bc04c513467c7ce85ffe Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 25 Apr 2020 17:25:18 +0200
Subject: [PATCH 0940/1106] Update price timeout example

---
 docs/strategy-advanced.md | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/docs/strategy-advanced.md b/docs/strategy-advanced.md
index dcb8018f9..39e92d651 100644
--- a/docs/strategy-advanced.md
+++ b/docs/strategy-advanced.md
@@ -56,7 +56,6 @@ class Awesomestrategy(IStrategy):
 !!! Note
     For the above example, `unfilledtimeout` must be set to something bigger than 24h, otherwise that type of timeout will apply first.
 
-
 ### Custom order timeout example (using additional data)
 
 ``` python
@@ -77,7 +76,7 @@ class Awesomestrategy(IStrategy):
         ob = self.dp.orderbook(pair, 1)
         current_price = ob['bids'][0][0]
         # Cancel buy order if price is more than 2% above the order.
-        if order['price'] > current_price * 1.02:
+        if current_price > order['price'] * 1.02:
             return True
         return False
 
@@ -86,7 +85,7 @@ class Awesomestrategy(IStrategy):
         ob = self.dp.orderbook(pair, 1)
         current_price = ob['asks'][0][0]
         # Cancel sell order if price is more than 2% below the order.
-        if order['price'] < current_price * 0.98:
+        if current_price < order['price'] * 0.98:
             return True
         return False
 ```

From e928c5fdaf3c46588ecb427427ff2c848104d16b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 27 Apr 2020 07:15:37 +0200
Subject: [PATCH 0941/1106] Update docs/hyperopt.md

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/hyperopt.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/hyperopt.md b/docs/hyperopt.md
index 55d2d984c..11161e58b 100644
--- a/docs/hyperopt.md
+++ b/docs/hyperopt.md
@@ -64,7 +64,7 @@ Optional - can also be loaded from a strategy:
     Assuming the optional methods are not in your hyperopt file, please use `--strategy AweSomeStrategy` which contains these methods so hyperopt can use these methods instead.
 
 !!! Note
-    You will always have to provide a strategy to Hyperopt even if it contains all methods.
+    You always have to provide a strategy to Hyperopt, even if your custom Hyperopt class contains all methods.
 
 Rarely you may also need to override:
 

From fb8a85da01e7a0c108a3a132e313cb4a7bb79224 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 27 Apr 2020 07:56:17 +0200
Subject: [PATCH 0942/1106] Disallow VolumePairList from backtesting for now

---
 freqtrade/optimize/backtesting.py  | 3 +++
 tests/optimize/test_backtesting.py | 8 +++++---
 2 files changed, 8 insertions(+), 3 deletions(-)

diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index c01e3de50..3bf211d99 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -65,6 +65,9 @@ class Backtesting:
         self.exchange = ExchangeResolver.load_exchange(self.config['exchange']['name'], self.config)
 
         self.pairlists = PairListManager(self.exchange, self.config)
+        if 'VolumePairList' in self.pairlists.name_list:
+            raise OperationalException("VolumePairList not allowed for backtesting.")
+
         self.pairlists.refresh_pairlist()
 
         if len(self.pairlists.whitelist) == 0:
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 862dbe3aa..6c2d6c9dd 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -378,9 +378,7 @@ def test_backtesting_start_no_data(default_conf, mocker, caplog, testdatadir) ->
 
 
 def test_backtesting_no_pair_left(default_conf, mocker, caplog, testdatadir) -> None:
-    def get_timerange(input1):
-        return Arrow(2017, 11, 14, 21, 17), Arrow(2017, 11, 14, 22, 59)
-
+    mocker.patch('freqtrade.exchange.Exchange.exchange_has', MagicMock(return_value=True))
     mocker.patch('freqtrade.data.history.history_utils.load_pair_history',
                  MagicMock(return_value=pd.DataFrame()))
     mocker.patch('freqtrade.data.history.get_timerange', get_timerange)
@@ -397,6 +395,10 @@ def test_backtesting_no_pair_left(default_conf, mocker, caplog, testdatadir) ->
     with pytest.raises(OperationalException, match='No pair in whitelist.'):
         Backtesting(default_conf)
 
+    default_conf['pairlists'] = [{"method": "VolumePairList", "number_assets": 5}]
+    with pytest.raises(OperationalException, match='VolumePairList not allowed for backtesting.'):
+        Backtesting(default_conf)
+
 
 def test_backtest(default_conf, fee, mocker, testdatadir) -> None:
     default_conf['ask_strategy']['use_sell_signal'] = False

From 77a2ff8917e37271f906d92dde9e2b622c56cbd1 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 27 Apr 2020 09:02:21 +0000
Subject: [PATCH 0943/1106] Bump ccxt from 1.26.53 to 1.27.1

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.26.53 to 1.27.1.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/doc/exchanges-by-country.rst)
- [Commits](https://github.com/ccxt/ccxt/compare/1.26.53...1.27.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 861c3bdd5..a53fc3999 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.26.53
+ccxt==1.27.1
 SQLAlchemy==1.3.16
 python-telegram-bot==12.6.1
 arrow==0.15.5

From 2122384ec1c1f072870ca39ea47d765930d735e5 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 27 Apr 2020 09:02:49 +0000
Subject: [PATCH 0944/1106] Bump progressbar2 from 3.50.1 to 3.51.0

Bumps [progressbar2](https://github.com/WoLpH/python-progressbar) from 3.50.1 to 3.51.0.
- [Release notes](https://github.com/WoLpH/python-progressbar/releases)
- [Changelog](https://github.com/WoLpH/python-progressbar/blob/develop/CHANGES.rst)
- [Commits](https://github.com/WoLpH/python-progressbar/compare/v3.50.1...v3.51.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-hyperopt.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-hyperopt.txt b/requirements-hyperopt.txt
index 6df1eb157..b0e18867d 100644
--- a/requirements-hyperopt.txt
+++ b/requirements-hyperopt.txt
@@ -7,4 +7,4 @@ scikit-learn==0.22.2.post1
 scikit-optimize==0.7.4
 filelock==3.0.12
 joblib==0.14.1
-progressbar2==3.50.1
+progressbar2==3.51.0

From 52c92a19e320ca6fb5be23fab736d35b44e80d0b Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 27 Apr 2020 09:03:30 +0000
Subject: [PATCH 0945/1106] Bump pytest-asyncio from 0.10.0 to 0.11.0

Bumps [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) from 0.10.0 to 0.11.0.
- [Release notes](https://github.com/pytest-dev/pytest-asyncio/releases)
- [Commits](https://github.com/pytest-dev/pytest-asyncio/compare/v0.10.0...v0.11.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index d269676af..508716bde 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -9,7 +9,7 @@ flake8-type-annotations==0.1.0
 flake8-tidy-imports==4.1.0
 mypy==0.770
 pytest==5.4.1
-pytest-asyncio==0.10.0
+pytest-asyncio==0.11.0
 pytest-cov==2.8.1
 pytest-mock==3.1.0
 pytest-random-order==1.0.4

From abbb3254b2ed287604587c2be5ac5fccddd5c8d3 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 27 Apr 2020 09:03:59 +0000
Subject: [PATCH 0946/1106] Bump mkdocs-material from 5.1.1 to 5.1.3

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material) from 5.1.1 to 5.1.3.
- [Release notes](https://github.com/squidfunk/mkdocs-material/releases)
- [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG)
- [Commits](https://github.com/squidfunk/mkdocs-material/compare/5.1.1...5.1.3)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 docs/requirements-docs.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/requirements-docs.txt b/docs/requirements-docs.txt
index 1f8d710a9..1c0e280ae 100644
--- a/docs/requirements-docs.txt
+++ b/docs/requirements-docs.txt
@@ -1,2 +1,2 @@
-mkdocs-material==5.1.1
+mkdocs-material==5.1.3
 mdx_truly_sane_lists==1.2

From 3754bf46ed8b028101a07df96a2a3efc338f4fb7 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 27 Apr 2020 17:13:30 +0200
Subject: [PATCH 0947/1106] Change wording in deprecation messages

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/deprecated.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/deprecated.md b/docs/deprecated.md
index 408c7b2ac..a7b57b10e 100644
--- a/docs/deprecated.md
+++ b/docs/deprecated.md
@@ -27,9 +27,9 @@ Removed in 2019-7-dev (develop branch) and in freqtrade 2019-8 (master branch)
 
 ### Allow running multiple pairlists in sequence
 
-The former `"pairlist"` section in the configuration has been removed, and is replaced by `pairlists` - being a list to specify a sequence of pairlists.
+The former `"pairlist"` section in the configuration has been removed, and is replaced by `"pairlists"` - being a list to specify a sequence of pairlists.
 
-The old option has been deprecated in 2019.11 and has been removed in 2020.4.
+The old section of configuration parameters (`"pairlist"`) has been deprecated in 2019.11 and has been removed in 2020.4.
 
 ### deprecation of bidVolume and askVolume from volumepairlist
 

From a01ed170f55a2a2cf07b4b5fcc721933308dc623 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Tue, 28 Apr 2020 17:33:07 +0300
Subject: [PATCH 0948/1106] Improve hyperopt-list logging

---
 freqtrade/optimize/hyperopt.py  | 6 +++---
 tests/commands/test_commands.py | 5 ++---
 2 files changed, 5 insertions(+), 6 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index ad9d7d44c..1e8077f10 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -376,13 +376,13 @@ class Hyperopt:
 
         # Verification for overwrite
         if path.isfile(csv_file):
-            logger.error("CSV-File already exists!")
+            logger.error(f"CSV file already exists: {csv_file}")
             return
 
         try:
             io.open(csv_file, 'w+').close()
         except IOError:
-            logger.error("Filed to create CSV-File!")
+            logger.error(f"Failed to create CSV file: {csv_file}")
             return
 
         trials = json_normalize(results, max_level=1)
@@ -420,7 +420,7 @@ class Hyperopt:
 
         trials = trials.drop(columns=['is_initial_point', 'is_best', 'is_profit'])
         trials.to_csv(csv_file, index=False, header=True, mode='w', encoding='UTF-8')
-        print("CSV-File created!")
+        logger.info(f"CSV file created: {csv_file}")
 
     def has_space(self, space: str) -> bool:
         """
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index 4530cd03d..264ae9a63 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -727,7 +727,7 @@ def test_start_test_pairlist(mocker, caplog, tickers, default_conf, capsys):
     assert re.match("['ETH/BTC', 'TKN/BTC', 'BLK/BTC', 'LTC/BTC', 'XRP/BTC']", captured.out)
 
 
-def test_hyperopt_list(mocker, capsys, hyperopt_results):
+def test_hyperopt_list(mocker, capsys, caplog, hyperopt_results):
     mocker.patch(
         'freqtrade.optimize.hyperopt.Hyperopt.load_previous_results',
         MagicMock(return_value=hyperopt_results)
@@ -911,8 +911,7 @@ def test_hyperopt_list(mocker, capsys, hyperopt_results):
     pargs['config'] = None
     start_hyperopt_list(pargs)
     captured = capsys.readouterr()
-    assert all(x in captured.out
-               for x in ["CSV-File created!"])
+    log_has("CSV file created: test_file.csv", caplog)
     f = Path("test_file.csv")
     assert 'Best,1,2,-1.25%,-0.00125625,,-2.51,"3,930.0 m",0.43662' in f.read_text()
     assert f.is_file()

From c26835048c9efb76325b36a8efa4a9e752e230aa Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Tue, 28 Apr 2020 22:56:19 +0300
Subject: [PATCH 0949/1106] Hyperopt cleanup, do not use 'trials'

---
 freqtrade/optimize/hyperopt.py  | 72 +++++++++++++++++----------------
 tests/optimize/test_hyperopt.py | 41 ++++++++++---------
 2 files changed, 59 insertions(+), 54 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 1e8077f10..a3e636988 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -75,8 +75,8 @@ class Hyperopt:
         self.custom_hyperoptloss = HyperOptLossResolver.load_hyperoptloss(self.config)
         self.calculate_loss = self.custom_hyperoptloss.hyperopt_loss_function
 
-        self.trials_file = (self.config['user_data_dir'] /
-                            'hyperopt_results' / 'hyperopt_results.pickle')
+        self.results_file = (self.config['user_data_dir'] /
+                             'hyperopt_results' / 'hyperopt_results.pickle')
         self.data_pickle_file = (self.config['user_data_dir'] /
                                  'hyperopt_results' / 'hyperopt_tickerdata.pkl')
         self.total_epochs = config.get('epochs', 0)
@@ -88,10 +88,10 @@ class Hyperopt:
         else:
             logger.info("Continuing on previous hyperopt results.")
 
-        self.num_trials_saved = 0
+        self.num_epochs_saved = 0
 
         # Previous evaluations
-        self.trials: List = []
+        self.epochs: List = []
 
         # Populate functions here (hasattr is slow so should not be run during "regular" operations)
         if hasattr(self.custom_hyperopt, 'populate_indicators'):
@@ -132,7 +132,7 @@ class Hyperopt:
         """
         Remove hyperopt pickle files to restart hyperopt.
         """
-        for f in [self.data_pickle_file, self.trials_file]:
+        for f in [self.data_pickle_file, self.results_file]:
             p = Path(f)
             if p.is_file():
                 logger.info(f"Removing `{p}`.")
@@ -151,27 +151,26 @@ class Hyperopt:
         # and the values are taken from the list of parameters.
         return {d.name: v for d, v in zip(dimensions, raw_params)}
 
-    def save_trials(self, final: bool = False) -> None:
+    def _save_results(self) -> None:
         """
-        Save hyperopt trials to file
+        Save hyperopt results to file
         """
-        num_trials = len(self.trials)
-        if num_trials > self.num_trials_saved:
-            logger.debug(f"Saving {num_trials} {plural(num_trials, 'epoch')}.")
-            dump(self.trials, self.trials_file)
-            self.num_trials_saved = num_trials
-        if final:
-            logger.info(f"{num_trials} {plural(num_trials, 'epoch')} "
-                        f"saved to '{self.trials_file}'.")
+        num_epochs = len(self.epochs)
+        if num_epochs > self.num_epochs_saved:
+            logger.debug(f"Saving {num_epochs} {plural(num_epochs, 'epoch')}.")
+            dump(self.epochs, self.results_file)
+            self.num_epochs_saved = num_epochs
+            logger.debug(f"{self.num_epochs_saved} {plural(self.num_epochs_saved, 'epoch')} "
+                         f"saved to '{self.results_file}'.")
 
     @staticmethod
-    def _read_trials(trials_file: Path) -> List:
+    def _read_results(results_file: Path) -> List:
         """
-        Read hyperopt trials file
+        Read hyperopt results from file
         """
-        logger.info("Reading Trials from '%s'", trials_file)
-        trials = load(trials_file)
-        return trials
+        logger.info("Reading epochs from '%s'", results_file)
+        data = load(results_file)
+        return data
 
     def _get_params_details(self, params: Dict) -> Dict:
         """
@@ -588,19 +587,20 @@ class Hyperopt:
                         wrap_non_picklable_objects(self.generate_optimizer))(v, i) for v in asked)
 
     @staticmethod
-    def load_previous_results(trials_file: Path) -> List:
+    def load_previous_results(results_file: Path) -> List:
         """
         Load data for epochs from the file if we have one
         """
-        trials: List = []
-        if trials_file.is_file() and trials_file.stat().st_size > 0:
-            trials = Hyperopt._read_trials(trials_file)
-            if trials[0].get('is_best') is None:
+        epochs: List = []
+        if results_file.is_file() and results_file.stat().st_size > 0:
+            epochs = Hyperopt._read_results(results_file)
+            # Detection of some old format, without 'is_best' field saved
+            if epochs[0].get('is_best') is None:
                 raise OperationalException(
                     "The file with Hyperopt results is incompatible with this version "
                     "of Freqtrade and cannot be loaded.")
-            logger.info(f"Loaded {len(trials)} previous evaluations from disk.")
-        return trials
+            logger.info(f"Loaded {len(epochs)} previous evaluations from disk.")
+        return epochs
 
     def _set_random_state(self, random_state: Optional[int]) -> int:
         return random_state or random.randint(1, 2**16 - 1)
@@ -628,7 +628,7 @@ class Hyperopt:
         self.backtesting.exchange = None  # type: ignore
         self.backtesting.pairlists = None  # type: ignore
 
-        self.trials = self.load_previous_results(self.trials_file)
+        self.epochs = self.load_previous_results(self.results_file)
 
         cpus = cpu_count()
         logger.info(f"Found {cpus} CPU cores. Let's make them scream!")
@@ -698,23 +698,25 @@ class Hyperopt:
 
                             if is_best:
                                 self.current_best_loss = val['loss']
-                            self.trials.append(val)
+                            self.epochs.append(val)
 
                             # Save results after each best epoch and every 100 epochs
                             if is_best or current % 100 == 0:
-                                self.save_trials()
+                                self._save_results()
 
                             pbar.update(current)
 
         except KeyboardInterrupt:
             print('User interrupted..')
 
-        self.save_trials(final=True)
+        self._save_results()
+        logger.info(f"{self.num_epochs_saved} {plural(self.num_epochs_saved, 'epoch')} "
+                    f"saved to '{self.results_file}'.")
 
-        if self.trials:
-            sorted_trials = sorted(self.trials, key=itemgetter('loss'))
-            results = sorted_trials[0]
-            self.print_epoch_details(results, self.total_epochs, self.print_json)
+        if self.epochs:
+            sorted_epochs = sorted(self.epochs, key=itemgetter('loss'))
+            best_epoch = sorted_epochs[0]
+            self.print_epoch_details(best_epoch, self.total_epochs, self.print_json)
         else:
             # This is printed when Ctrl+C is pressed quickly, before first epochs have
             # a chance to be evaluated.
diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index b5106be0c..cc8b9aa37 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -1,5 +1,6 @@
 # pragma pylint: disable=missing-docstring,W0212,C0103
 import locale
+import logging
 from datetime import datetime
 from pathlib import Path
 from typing import Dict, List
@@ -56,14 +57,14 @@ def hyperopt_results():
 
 
 # Functions for recurrent object patching
-def create_trials(mocker, hyperopt, testdatadir) -> List[Dict]:
+def create_results(mocker, hyperopt, testdatadir) -> List[Dict]:
     """
-    When creating trials, mock the hyperopt Trials so that *by default*
+    When creating results, mock the hyperopt so that *by default*
       - we don't create any pickle'd files in the filesystem
       - we might have a pickle'd file so make sure that we return
         false when looking for it
     """
-    hyperopt.trials_file = testdatadir / 'optimize/ut_trials.pickle'
+    hyperopt.results_file = testdatadir / 'optimize/ut_results.pickle'
 
     mocker.patch.object(Path, "is_file", MagicMock(return_value=False))
     stat_mock = MagicMock()
@@ -477,28 +478,30 @@ def test_no_log_if_loss_does_not_improve(hyperopt, caplog) -> None:
     assert caplog.record_tuples == []
 
 
-def test_save_trials_saves_trials(mocker, hyperopt, testdatadir, caplog) -> None:
-    trials = create_trials(mocker, hyperopt, testdatadir)
+def test_save_results_saves_epochs(mocker, hyperopt, testdatadir, caplog) -> None:
+    epochs = create_results(mocker, hyperopt, testdatadir)
     mock_dump = mocker.patch('freqtrade.optimize.hyperopt.dump', return_value=None)
-    trials_file = testdatadir / 'optimize' / 'ut_trials.pickle'
+    results_file = testdatadir / 'optimize' / 'ut_results.pickle'
 
-    hyperopt.trials = trials
-    hyperopt.save_trials(final=True)
-    assert log_has(f"1 epoch saved to '{trials_file}'.", caplog)
+    caplog.set_level(logging.DEBUG)
+
+    hyperopt.epochs = epochs
+    hyperopt._save_results()
+    assert log_has(f"1 epoch saved to '{results_file}'.", caplog)
     mock_dump.assert_called_once()
 
-    hyperopt.trials = trials + trials
-    hyperopt.save_trials(final=True)
-    assert log_has(f"2 epochs saved to '{trials_file}'.", caplog)
+    hyperopt.epochs = epochs + epochs
+    hyperopt._save_results()
+    assert log_has(f"2 epochs saved to '{results_file}'.", caplog)
 
 
-def test_read_trials_returns_trials_file(mocker, hyperopt, testdatadir, caplog) -> None:
-    trials = create_trials(mocker, hyperopt, testdatadir)
-    mock_load = mocker.patch('freqtrade.optimize.hyperopt.load', return_value=trials)
-    trials_file = testdatadir / 'optimize' / 'ut_trials.pickle'
-    hyperopt_trial = hyperopt._read_trials(trials_file)
-    assert log_has(f"Reading Trials from '{trials_file}'", caplog)
-    assert hyperopt_trial == trials
+def test_read_results_returns_epochs(mocker, hyperopt, testdatadir, caplog) -> None:
+    epochs = create_results(mocker, hyperopt, testdatadir)
+    mock_load = mocker.patch('freqtrade.optimize.hyperopt.load', return_value=epochs)
+    results_file = testdatadir / 'optimize' / 'ut_results.pickle'
+    hyperopt_epochs = hyperopt._read_results(results_file)
+    assert log_has(f"Reading epochs from '{results_file}'", caplog)
+    assert hyperopt_epochs == epochs
     mock_load.assert_called_once()
 
 

From c6787d7e9faf4f3ad6a3d00ed7c806ad83cd5485 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Tue, 28 Apr 2020 23:14:02 +0300
Subject: [PATCH 0950/1106] Do not use 'trials' in commands

---
 freqtrade/commands/hyperopt_commands.py | 106 ++++++++++++------------
 1 file changed, 52 insertions(+), 54 deletions(-)

diff --git a/freqtrade/commands/hyperopt_commands.py b/freqtrade/commands/hyperopt_commands.py
index 3f61ea66c..517f47d16 100755
--- a/freqtrade/commands/hyperopt_commands.py
+++ b/freqtrade/commands/hyperopt_commands.py
@@ -38,33 +38,33 @@ def start_hyperopt_list(args: Dict[str, Any]) -> None:
         'filter_max_total_profit': config.get('hyperopt_list_max_total_profit', None)
     }
 
-    trials_file = (config['user_data_dir'] /
-                   'hyperopt_results' / 'hyperopt_results.pickle')
+    results_file = (config['user_data_dir'] /
+                    'hyperopt_results' / 'hyperopt_results.pickle')
 
     # Previous evaluations
-    trials = Hyperopt.load_previous_results(trials_file)
-    total_epochs = len(trials)
+    epochs = Hyperopt.load_previous_results(results_file)
+    total_epochs = len(epochs)
 
-    trials = _hyperopt_filter_trials(trials, filteroptions)
+    epochs = _hyperopt_filter_epochs(epochs, filteroptions)
 
     if print_colorized:
         colorama_init(autoreset=True)
 
     if not export_csv:
         try:
-            print(Hyperopt.get_result_table(config, trials, total_epochs,
+            print(Hyperopt.get_result_table(config, epochs, total_epochs,
                                             not filteroptions['only_best'], print_colorized, 0))
         except KeyboardInterrupt:
             print('User interrupted..')
 
-    if trials and not no_details:
-        sorted_trials = sorted(trials, key=itemgetter('loss'))
-        results = sorted_trials[0]
+    if epochs and not no_details:
+        sorted_epochs = sorted(epochs, key=itemgetter('loss'))
+        results = sorted_epochs[0]
         Hyperopt.print_epoch_details(results, total_epochs, print_json, no_header)
 
-    if trials and export_csv:
+    if epochs and export_csv:
         Hyperopt.export_csv_file(
-            config, trials, total_epochs, not filteroptions['only_best'], export_csv
+            config, epochs, total_epochs, not filteroptions['only_best'], export_csv
         )
 
 
@@ -78,8 +78,8 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
 
     print_json = config.get('print_json', False)
     no_header = config.get('hyperopt_show_no_header', False)
-    trials_file = (config['user_data_dir'] /
-                   'hyperopt_results' / 'hyperopt_results.pickle')
+    results_file = (config['user_data_dir'] /
+                    'hyperopt_results' / 'hyperopt_results.pickle')
     n = config.get('hyperopt_show_index', -1)
 
     filteroptions = {
@@ -96,89 +96,87 @@ def start_hyperopt_show(args: Dict[str, Any]) -> None:
     }
 
     # Previous evaluations
-    trials = Hyperopt.load_previous_results(trials_file)
-    total_epochs = len(trials)
+    epochs = Hyperopt.load_previous_results(results_file)
+    total_epochs = len(epochs)
 
-    trials = _hyperopt_filter_trials(trials, filteroptions)
-    trials_epochs = len(trials)
+    epochs = _hyperopt_filter_epochs(epochs, filteroptions)
+    filtered_epochs = len(epochs)
 
-    if n > trials_epochs:
+    if n > filtered_epochs:
         raise OperationalException(
-            f"The index of the epoch to show should be less than {trials_epochs + 1}.")
-    if n < -trials_epochs:
+            f"The index of the epoch to show should be less than {filtered_epochs + 1}.")
+    if n < -filtered_epochs:
         raise OperationalException(
-            f"The index of the epoch to show should be greater than {-trials_epochs - 1}.")
+            f"The index of the epoch to show should be greater than {-filtered_epochs - 1}.")
 
     # Translate epoch index from human-readable format to pythonic
     if n > 0:
         n -= 1
 
-    if trials:
-        val = trials[n]
+    if epochs:
+        val = epochs[n]
         Hyperopt.print_epoch_details(val, total_epochs, print_json, no_header,
                                      header_str="Epoch details")
 
 
-def _hyperopt_filter_trials(trials: List, filteroptions: dict) -> List:
+def _hyperopt_filter_epochs(epochs: List, filteroptions: dict) -> List:
     """
     Filter our items from the list of hyperopt results
     """
     if filteroptions['only_best']:
-        trials = [x for x in trials if x['is_best']]
+        epochs = [x for x in epochs if x['is_best']]
     if filteroptions['only_profitable']:
-        trials = [x for x in trials if x['results_metrics']['profit'] > 0]
+        epochs = [x for x in epochs if x['results_metrics']['profit'] > 0]
     if filteroptions['filter_min_trades'] > 0:
-        trials = [
-            x for x in trials
+        epochs = [
+            x for x in epochs
             if x['results_metrics']['trade_count'] > filteroptions['filter_min_trades']
         ]
     if filteroptions['filter_max_trades'] > 0:
-        trials = [
-            x for x in trials
+        epochs = [
+            x for x in epochs
             if x['results_metrics']['trade_count'] < filteroptions['filter_max_trades']
         ]
     if filteroptions['filter_min_avg_time'] is not None:
-        trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
-        trials = [
-            x for x in trials
+        epochs = [x for x in epochs if x['results_metrics']['trade_count'] > 0]
+        epochs = [
+            x for x in epochs
             if x['results_metrics']['duration'] > filteroptions['filter_min_avg_time']
         ]
     if filteroptions['filter_max_avg_time'] is not None:
-        trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
-        trials = [
-            x for x in trials
+        epochs = [x for x in epochs if x['results_metrics']['trade_count'] > 0]
+        epochs = [
+            x for x in epochs
             if x['results_metrics']['duration'] < filteroptions['filter_max_avg_time']
         ]
     if filteroptions['filter_min_avg_profit'] is not None:
-        trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
-        trials = [
-            x for x in trials
-            if x['results_metrics']['avg_profit']
-            > filteroptions['filter_min_avg_profit']
+        epochs = [x for x in epochs if x['results_metrics']['trade_count'] > 0]
+        epochs = [
+            x for x in epochs
+            if x['results_metrics']['avg_profit'] > filteroptions['filter_min_avg_profit']
         ]
     if filteroptions['filter_max_avg_profit'] is not None:
-        trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
-        trials = [
-            x for x in trials
-            if x['results_metrics']['avg_profit']
-            < filteroptions['filter_max_avg_profit']
+        epochs = [x for x in epochs if x['results_metrics']['trade_count'] > 0]
+        epochs = [
+            x for x in epochs
+            if x['results_metrics']['avg_profit'] < filteroptions['filter_max_avg_profit']
         ]
     if filteroptions['filter_min_total_profit'] is not None:
-        trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
-        trials = [
-            x for x in trials
+        epochs = [x for x in epochs if x['results_metrics']['trade_count'] > 0]
+        epochs = [
+            x for x in epochs
             if x['results_metrics']['profit'] > filteroptions['filter_min_total_profit']
         ]
     if filteroptions['filter_max_total_profit'] is not None:
-        trials = [x for x in trials if x['results_metrics']['trade_count'] > 0]
-        trials = [
-            x for x in trials
+        epochs = [x for x in epochs if x['results_metrics']['trade_count'] > 0]
+        epochs = [
+            x for x in epochs
             if x['results_metrics']['profit'] < filteroptions['filter_max_total_profit']
         ]
 
-    logger.info(f"{len(trials)} " +
+    logger.info(f"{len(epochs)} " +
                 ("best " if filteroptions['only_best'] else "") +
                 ("profitable " if filteroptions['only_profitable'] else "") +
                 "epochs found.")
 
-    return trials
+    return epochs

From 726e52aaa7932595a0f67e3a6c591b74d45b5962 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Wed, 29 Apr 2020 10:49:25 +0300
Subject: [PATCH 0951/1106] Use skopt model_queue_size instead of custom hack

---
 freqtrade/optimize/hyperopt.py | 25 ++++---------------------
 1 file changed, 4 insertions(+), 21 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index a3e636988..12310311c 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -49,9 +49,9 @@ logger = logging.getLogger(__name__)
 
 INITIAL_POINTS = 30
 
-# Keep no more than 2*SKOPT_MODELS_MAX_NUM models
-# in the skopt models list
-SKOPT_MODELS_MAX_NUM = 10
+# Keep no more than SKOPT_MODEL_QUEUE_SIZE models
+# in the skopt model queue, to optimize memory consumption
+SKOPT_MODEL_QUEUE_SIZE = 10
 
 MAX_LOSS = 100000  # just a big enough number to be bad result in loss optimization
 
@@ -563,25 +563,9 @@ class Hyperopt:
             n_initial_points=INITIAL_POINTS,
             acq_optimizer_kwargs={'n_jobs': cpu_count},
             random_state=self.random_state,
+            model_queue_size=SKOPT_MODEL_QUEUE_SIZE,
         )
 
-    def fix_optimizer_models_list(self) -> None:
-        """
-        WORKAROUND: Since skopt is not actively supported, this resolves problems with skopt
-        memory usage, see also: https://github.com/scikit-optimize/scikit-optimize/pull/746
-
-        This may cease working when skopt updates if implementation of this intrinsic
-        part changes.
-        """
-        n = len(self.opt.models) - SKOPT_MODELS_MAX_NUM
-        # Keep no more than 2*SKOPT_MODELS_MAX_NUM models in the skopt models list,
-        # remove the old ones. These are actually of no use, the current model
-        # from the estimator is the only one used in the skopt optimizer.
-        # Freqtrade code also does not inspect details of the models.
-        if n >= SKOPT_MODELS_MAX_NUM:
-            logger.debug(f"Fixing skopt models list, removing {n} old items...")
-            del self.opt.models[0:n]
-
     def run_optimizer_parallel(self, parallel, asked, i) -> List:
         return parallel(delayed(
                         wrap_non_picklable_objects(self.generate_optimizer))(v, i) for v in asked)
@@ -677,7 +661,6 @@ class Hyperopt:
                         asked = self.opt.ask(n_points=current_jobs)
                         f_val = self.run_optimizer_parallel(parallel, asked, i)
                         self.opt.tell(asked, [v['loss'] for v in f_val])
-                        self.fix_optimizer_models_list()
 
                         # Calculate progressbar outputs
                         for j, val in enumerate(f_val):

From 1a6ddfcaebaf2c75c67aca115379db70aa9d96c1 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 29 Apr 2020 10:37:48 +0200
Subject: [PATCH 0952/1106] Be clear on evaluation logic during backtesting

---
 docs/backtesting.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/docs/backtesting.md b/docs/backtesting.md
index d6775e17c..d5a4cf3a7 100644
--- a/docs/backtesting.md
+++ b/docs/backtesting.md
@@ -202,7 +202,8 @@ Since backtesting lacks some detailed information about what happens within a ca
 
 - Buys happen at open-price
 - Sell signal sells happen at open-price of the following candle
-- Low happens before high for stoploss, protecting capital first.
+- Low happens before high for stoploss, protecting capital first
+- Stoploss is evaluated before ROI
 - ROI
   - sells are compared to high - but the ROI value is used (e.g. ROI = 2%, high=5% - so the sell will be at 2%)
   - sells are never "below the candle", so a ROI of 2% may result in a sell at 2.4% if low was at 2.4% profit

From 74281a16fdda730216e13d1654766a14432e664b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 29 Apr 2020 10:39:55 +0200
Subject: [PATCH 0953/1106] Move to the last point and clarify further

---
 docs/backtesting.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/backtesting.md b/docs/backtesting.md
index d5a4cf3a7..1f518658d 100644
--- a/docs/backtesting.md
+++ b/docs/backtesting.md
@@ -203,7 +203,6 @@ Since backtesting lacks some detailed information about what happens within a ca
 - Buys happen at open-price
 - Sell signal sells happen at open-price of the following candle
 - Low happens before high for stoploss, protecting capital first
-- Stoploss is evaluated before ROI
 - ROI
   - sells are compared to high - but the ROI value is used (e.g. ROI = 2%, high=5% - so the sell will be at 2%)
   - sells are never "below the candle", so a ROI of 2% may result in a sell at 2.4% if low was at 2.4% profit
@@ -213,6 +212,7 @@ Since backtesting lacks some detailed information about what happens within a ca
   - High happens first - adjusting stoploss
   - Low uses the adjusted stoploss (so sells with large high-low difference are backtested correctly)
 - Sell-reason does not explain if a trade was positive or negative, just what triggered the sell (this can look odd if negative ROI values are used)
+- Stoploss (and trailing stoploss) is evaluated before ROI within one candle
 
 Taking these assumptions, backtesting tries to mirror real trading as closely as possible. However, backtesting will **never** replace running a strategy in dry-run mode.
 Also, keep in mind that past results don't guarantee future success.

From 69b44234a48245c546ac0eb3d21b7fc6052e1034 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 29 Apr 2020 10:47:53 +0200
Subject: [PATCH 0954/1106] Update docs/backtesting.md

Co-Authored-By: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/backtesting.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/backtesting.md b/docs/backtesting.md
index 1f518658d..9b2997510 100644
--- a/docs/backtesting.md
+++ b/docs/backtesting.md
@@ -212,7 +212,7 @@ Since backtesting lacks some detailed information about what happens within a ca
   - High happens first - adjusting stoploss
   - Low uses the adjusted stoploss (so sells with large high-low difference are backtested correctly)
 - Sell-reason does not explain if a trade was positive or negative, just what triggered the sell (this can look odd if negative ROI values are used)
-- Stoploss (and trailing stoploss) is evaluated before ROI within one candle
+- Stoploss (and trailing stoploss) is evaluated before ROI within one candle. So you can often see more trades with the `stoploss` and/or `trailing_stop` sell reason comparing to the results obtained with the same strategy in the Dry Run/Live Trade modes.
 
 Taking these assumptions, backtesting tries to mirror real trading as closely as possible. However, backtesting will **never** replace running a strategy in dry-run mode.
 Also, keep in mind that past results don't guarantee future success.

From 9152e76966dc35f3cff4d2be83359f31d557e4ba Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Wed, 29 Apr 2020 12:17:08 +0300
Subject: [PATCH 0955/1106] Add skopt version check into setup.py

---
 setup.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index 94c48a6a7..5a332057f 100644
--- a/setup.py
+++ b/setup.py
@@ -21,7 +21,7 @@ plot = ['plotly>=4.0']
 hyperopt = [
     'scipy',
     'scikit-learn',
-    'scikit-optimize',
+    'scikit-optimize>=0.7.4',
     'filelock',
     'joblib',
     'progressbar2',

From 38c6ba6c0840a2f2c575c5ee67e083d0a5a65182 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Wed, 29 Apr 2020 13:21:04 +0300
Subject: [PATCH 0956/1106] Update setup.py

Co-Authored-By: Matthias <xmatthias@outlook.com>
---
 setup.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index 5a332057f..9c253ea4e 100644
--- a/setup.py
+++ b/setup.py
@@ -21,7 +21,7 @@ plot = ['plotly>=4.0']
 hyperopt = [
     'scipy',
     'scikit-learn',
-    'scikit-optimize>=0.7.4',
+    'scikit-optimize>=0.7.0',
     'filelock',
     'joblib',
     'progressbar2',

From dec1b10743c3420a71b9dcc49d14c83d0dacb289 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 30 Apr 2020 06:51:42 +0200
Subject: [PATCH 0957/1106] Add fee_cost and currency columns

---
 freqtrade/persistence.py  | 22 +++++++++++++++++++---
 tests/test_persistence.py |  4 ++++
 2 files changed, 23 insertions(+), 3 deletions(-)

diff --git a/freqtrade/persistence.py b/freqtrade/persistence.py
index fb314f439..36e2c7ffd 100644
--- a/freqtrade/persistence.py
+++ b/freqtrade/persistence.py
@@ -86,11 +86,15 @@ def check_migrate(engine) -> None:
         logger.debug(f'trying {table_back_name}')
 
     # Check for latest column
-    if not has_column(cols, 'close_profit_abs'):
+    if not has_column(cols, 'fee_close_cost'):
         logger.info(f'Running database migration - backup available as {table_back_name}')
 
         fee_open = get_column_def(cols, 'fee_open', 'fee')
+        fee_open_cost = get_column_def(cols, 'fee_open_cost', 'null')
+        fee_open_currency = get_column_def(cols, 'fee_open_currency', 'null')
         fee_close = get_column_def(cols, 'fee_close', 'fee')
+        fee_close_cost = get_column_def(cols, 'fee_close_cost', 'null')
+        fee_close_currency = get_column_def(cols, 'fee_close_currency', 'null')
         open_rate_requested = get_column_def(cols, 'open_rate_requested', 'null')
         close_rate_requested = get_column_def(cols, 'close_rate_requested', 'null')
         stop_loss = get_column_def(cols, 'stop_loss', '0.0')
@@ -120,7 +124,9 @@ def check_migrate(engine) -> None:
 
         # Copy data back - following the correct schema
         engine.execute(f"""insert into trades
-                (id, exchange, pair, is_open, fee_open, fee_close, open_rate,
+                (id, exchange, pair, is_open,
+                fee_open, fee_open_cost, fee_open_currency,
+                fee_close, fee_close_cost, fee_open_currency, open_rate,
                 open_rate_requested, close_rate, close_rate_requested, close_profit,
                 stake_amount, amount, open_date, close_date, open_order_id,
                 stop_loss, stop_loss_pct, initial_stop_loss, initial_stop_loss_pct,
@@ -136,7 +142,9 @@ def check_migrate(engine) -> None:
                     else pair
                     end
                 pair,
-                is_open, {fee_open} fee_open, {fee_close} fee_close,
+                is_open, {fee_open} fee_open, {fee_open_cost} fee_open_cost,
+                {fee_open_currency} fee_open_currency, {fee_close} fee_close,
+                {fee_close_cost} fee_close_cost, {fee_close_currency} fee_close_currency,
                 open_rate, {open_rate_requested} open_rate_requested, close_rate,
                 {close_rate_requested} close_rate_requested, close_profit,
                 stake_amount, amount, open_date, close_date, open_order_id,
@@ -185,7 +193,11 @@ class Trade(_DECL_BASE):
     pair = Column(String, nullable=False, index=True)
     is_open = Column(Boolean, nullable=False, default=True, index=True)
     fee_open = Column(Float, nullable=False, default=0.0)
+    fee_open_cost = Column(Float, nullable=True)
+    fee_open_currency = Column(String, nullable=True)
     fee_close = Column(Float, nullable=False, default=0.0)
+    fee_close_cost = Column(Float, nullable=True)
+    fee_close_currency = Column(String, nullable=True)
     open_rate = Column(Float)
     open_rate_requested = Column(Float)
     # open_trade_price - calculated via _calc_open_trade_price
@@ -235,7 +247,11 @@ class Trade(_DECL_BASE):
             'pair': self.pair,
             'is_open': self.is_open,
             'fee_open': self.fee_open,
+            'fee_open_cost': self.fee_open_cost,
+            'fee_open_currency': self.fee_open_currency,
             'fee_close': self.fee_close,
+            'fee_close_cost': self.fee_close_cost,
+            'fee_close_currency': self.fee_close_currency,
             'open_date_hum': arrow.get(self.open_date).humanize(),
             'open_date': self.open_date.strftime("%Y-%m-%d %H:%M:%S"),
             'close_date_hum': (arrow.get(self.close_date).humanize()
diff --git a/tests/test_persistence.py b/tests/test_persistence.py
index ceac24356..f54802ceb 100644
--- a/tests/test_persistence.py
+++ b/tests/test_persistence.py
@@ -465,6 +465,10 @@ def test_migrate_old(mocker, default_conf, fee):
     assert trade.initial_stop_loss == 0.0
     assert trade.open_trade_price == trade._calc_open_trade_price()
     assert trade.close_profit_abs is None
+    assert trade.fee_open_cost is None
+    assert trade.fee_open_currency is None
+    assert trade.fee_close_cost is None
+    assert trade.fee_close_currency is None
 
     trade = Trade.query.filter(Trade.id == 2).first()
     assert trade.close_rate is not None

From 7936120afc26104179fd1c8115e4f858fbc06b85 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 30 Apr 2020 06:58:43 +0200
Subject: [PATCH 0958/1106] Adapt tests to support new db fields

---
 tests/rpc/test_rpc.py           | 8 ++++++++
 tests/rpc/test_rpc_apiserver.py | 8 ++++++++
 tests/test_persistence.py       | 8 ++++++++
 3 files changed, 24 insertions(+)

diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index d2af4bd87..a1e6d9f26 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -51,7 +51,11 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
         'open_date_hum': ANY,
         'is_open': ANY,
         'fee_open': ANY,
+        'fee_open_cost': ANY,
+        'fee_open_currency': ANY,
         'fee_close': ANY,
+        'fee_close_cost': ANY,
+        'fee_close_currency': ANY,
         'open_rate_requested': ANY,
         'open_trade_price': ANY,
         'close_rate_requested': ANY,
@@ -90,7 +94,11 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
         'open_date_hum': ANY,
         'is_open': ANY,
         'fee_open': ANY,
+        'fee_open_cost': ANY,
+        'fee_open_currency': ANY,
         'fee_close': ANY,
+        'fee_close_cost': ANY,
+        'fee_close_currency': ANY,
         'open_rate_requested': ANY,
         'open_trade_price': ANY,
         'close_rate_requested': ANY,
diff --git a/tests/rpc/test_rpc_apiserver.py b/tests/rpc/test_rpc_apiserver.py
index 6548790cb..01e9c0e96 100644
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -472,7 +472,11 @@ def test_api_status(botclient, mocker, ticker, fee, markets):
                         'close_rate_requested': None,
                         'current_rate': 1.099e-05,
                         'fee_close': 0.0025,
+                        'fee_close_cost': None,
+                        'fee_close_currency': None,
                         'fee_open': 0.0025,
+                        'fee_open_cost': None,
+                        'fee_open_currency': None,
                         'open_date': ANY,
                         'is_open': True,
                         'max_rate': 0.0,
@@ -575,7 +579,11 @@ def test_api_forcebuy(botclient, mocker, fee):
                        'close_profit': None,
                        'close_rate_requested': None,
                        'fee_close': 0.0025,
+                       'fee_close_cost': None,
+                       'fee_close_currency': None,
                        'fee_open': 0.0025,
+                       'fee_open_cost': None,
+                       'fee_open_currency': None,
                        'is_open': False,
                        'max_rate': None,
                        'min_rate': None,
diff --git a/tests/test_persistence.py b/tests/test_persistence.py
index f54802ceb..aa3a59b87 100644
--- a/tests/test_persistence.py
+++ b/tests/test_persistence.py
@@ -745,7 +745,11 @@ def test_to_json(default_conf, fee):
                       'open_rate_requested': None,
                       'open_trade_price': 15.1668225,
                       'fee_close': 0.0025,
+                      'fee_close_cost': None,
+                      'fee_close_currency': None,
                       'fee_open': 0.0025,
+                      'fee_open_cost': None,
+                      'fee_open_currency': None,
                       'close_rate': None,
                       'close_rate_requested': None,
                       'amount': 123.0,
@@ -794,7 +798,11 @@ def test_to_json(default_conf, fee):
                       'close_profit': None,
                       'close_rate_requested': None,
                       'fee_close': 0.0025,
+                      'fee_close_cost': None,
+                      'fee_close_currency': None,
                       'fee_open': 0.0025,
+                      'fee_open_cost': None,
+                      'fee_open_currency': None,
                       'is_open': None,
                       'max_rate': None,
                       'min_rate': None,

From b125dd3728b516f628363f5a7b7c8009a955c24e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 30 Apr 2020 07:06:06 +0200
Subject: [PATCH 0959/1106] Extract order_has_fee method

---
 freqtrade/freqtradebot.py | 17 +++++++++++++----
 1 file changed, 13 insertions(+), 4 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 7ae87e807..80470f9e7 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1162,6 +1162,17 @@ class FreqtradeBot:
 
         return False
 
+    def _order_has_fee(self, order: Dict) -> bool:
+        """
+        Verifies if the passed in order dict has the needed keys to extract fees
+        :param order: Order or trade (one trade) dict
+        :return: True if the fee substructure contains currency and cost, false otherwise
+        """
+        if not isinstance(order, dict):
+            return False
+        return ('fee' in order and order['fee'] is not None and
+                (order['fee'].keys() >= {'currency', 'cost'}))
+
     def get_real_amount(self, trade: Trade, order: Dict, order_amount: float = None) -> float:
         """
         Get real amount for the trade
@@ -1175,8 +1186,7 @@ class FreqtradeBot:
 
         trade_base_currency = self.exchange.get_pair_base_currency(trade.pair)
         # use fee from order-dict if possible
-        if ('fee' in order and order['fee'] is not None and
-                (order['fee'].keys() >= {'currency', 'cost'})):
+        if self._order_has_fee(order):
             if (order['fee']['currency'] is not None and
                     order['fee']['cost'] is not None and
                     trade_base_currency == order['fee']['currency']):
@@ -1196,8 +1206,7 @@ class FreqtradeBot:
         fee_abs = 0
         for exectrade in trades:
             amount += exectrade['amount']
-            if ("fee" in exectrade and exectrade['fee'] is not None and
-                    (exectrade['fee'].keys() >= {'currency', 'cost'})):
+            if self._order_has_fee(exectrade):
                 # only applies if fee is in quote currency!
                 if (exectrade['fee']['currency'] is not None and
                         exectrade['fee']['cost'] is not None and

From 6d7a3a0cc99d8e47b7e27e54d3827335af61a8bf Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 30 Apr 2020 07:12:08 +0200
Subject: [PATCH 0960/1106] Extract more logic into order-has_fee

---
 freqtrade/freqtradebot.py | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 80470f9e7..4db9f9a1c 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1164,14 +1164,18 @@ class FreqtradeBot:
 
     def _order_has_fee(self, order: Dict) -> bool:
         """
-        Verifies if the passed in order dict has the needed keys to extract fees
+        Verifies if the passed in order dict has the needed keys to extract fees,
+        and that these keys (currency, cost) are not empty.
         :param order: Order or trade (one trade) dict
         :return: True if the fee substructure contains currency and cost, false otherwise
         """
         if not isinstance(order, dict):
             return False
-        return ('fee' in order and order['fee'] is not None and
-                (order['fee'].keys() >= {'currency', 'cost'}))
+        return ('fee' in order and order['fee'] is not None
+                and (order['fee'].keys() >= {'currency', 'cost'})
+                and order['fee']['currency'] is not None
+                and order['fee']['cost'] is not None
+                )
 
     def get_real_amount(self, trade: Trade, order: Dict, order_amount: float = None) -> float:
         """
@@ -1187,9 +1191,7 @@ class FreqtradeBot:
         trade_base_currency = self.exchange.get_pair_base_currency(trade.pair)
         # use fee from order-dict if possible
         if self._order_has_fee(order):
-            if (order['fee']['currency'] is not None and
-                    order['fee']['cost'] is not None and
-                    trade_base_currency == order['fee']['currency']):
+            if trade_base_currency == order['fee']['currency']:
                 new_amount = order_amount - order['fee']['cost']
                 logger.info("Applying fee on amount for %s (from %s to %s) from Order",
                             trade, order['amount'], new_amount)
@@ -1208,9 +1210,7 @@ class FreqtradeBot:
             amount += exectrade['amount']
             if self._order_has_fee(exectrade):
                 # only applies if fee is in quote currency!
-                if (exectrade['fee']['currency'] is not None and
-                        exectrade['fee']['cost'] is not None and
-                        trade_base_currency == exectrade['fee']['currency']):
+                if trade_base_currency == exectrade['fee']['currency']:
                     fee_abs += exectrade['fee']['cost']
 
         if not isclose(amount, order_amount, abs_tol=constants.MATH_CLOSE_PREC):

From d3b9f4d393850de9d846735d8790d32dbc459c4c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 30 Apr 2020 19:28:36 +0200
Subject: [PATCH 0961/1106] Add extract_cost_curr_rate

---
 freqtrade/freqtradebot.py | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 4db9f9a1c..7963fbec3 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1177,6 +1177,15 @@ class FreqtradeBot:
                 and order['fee']['cost'] is not None
                 )
 
+    def _extract_cost_curr_rate(self, order: Dict) -> Tuple[float, str, float]:
+        """
+        :param order: Order or trade (one trade) dict
+        :return: Tuple with cost, currency, rate of the given fee dict
+        """
+        return (order['fee']['cost'],
+                order['fee']['currency'],
+                order['fee'].get('rate', None))
+
     def get_real_amount(self, trade: Trade, order: Dict, order_amount: float = None) -> float:
         """
         Get real amount for the trade

From a867d40eac3ab040eac09ac9905cefa4e74178fc Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 30 Apr 2020 19:33:09 +0200
Subject: [PATCH 0962/1106] Move fee_methods to exchange

---
 freqtrade/exchange/exchange.py | 26 ++++++++++++++++++++++++++
 freqtrade/freqtradebot.py      | 24 ------------------------
 2 files changed, 26 insertions(+), 24 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 1a0565959..9a0364b07 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -1063,6 +1063,32 @@ class Exchange:
         except ccxt.BaseError as e:
             raise OperationalException(e) from e
 
+    @staticmethod
+    def order_has_fee(order: Dict) -> bool:
+        """
+        Verifies if the passed in order dict has the needed keys to extract fees,
+        and that these keys (currency, cost) are not empty.
+        :param order: Order or trade (one trade) dict
+        :return: True if the fee substructure contains currency and cost, false otherwise
+        """
+        if not isinstance(order, dict):
+            return False
+        return ('fee' in order and order['fee'] is not None
+                and (order['fee'].keys() >= {'currency', 'cost'})
+                and order['fee']['currency'] is not None
+                and order['fee']['cost'] is not None
+                )
+
+    @staticmethod
+    def extract_cost_curr_rate(order: Dict) -> Tuple[float, str, float]:
+        """
+        :param order: Order or trade (one trade) dict
+        :return: Tuple with cost, currency, rate of the given fee dict
+        """
+        return (order['fee']['cost'],
+                order['fee']['currency'],
+                order['fee'].get('rate', None))
+
 
 def is_exchange_bad(exchange_name: str) -> bool:
     return exchange_name in BAD_EXCHANGES
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 7963fbec3..a297f1823 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1162,30 +1162,6 @@ class FreqtradeBot:
 
         return False
 
-    def _order_has_fee(self, order: Dict) -> bool:
-        """
-        Verifies if the passed in order dict has the needed keys to extract fees,
-        and that these keys (currency, cost) are not empty.
-        :param order: Order or trade (one trade) dict
-        :return: True if the fee substructure contains currency and cost, false otherwise
-        """
-        if not isinstance(order, dict):
-            return False
-        return ('fee' in order and order['fee'] is not None
-                and (order['fee'].keys() >= {'currency', 'cost'})
-                and order['fee']['currency'] is not None
-                and order['fee']['cost'] is not None
-                )
-
-    def _extract_cost_curr_rate(self, order: Dict) -> Tuple[float, str, float]:
-        """
-        :param order: Order or trade (one trade) dict
-        :return: Tuple with cost, currency, rate of the given fee dict
-        """
-        return (order['fee']['cost'],
-                order['fee']['currency'],
-                order['fee'].get('rate', None))
-
     def get_real_amount(self, trade: Trade, order: Dict, order_amount: float = None) -> float:
         """
         Get real amount for the trade

From 2e4dc6c25388feaa8ce13407bf62d2eabfb27938 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 30 Apr 2020 19:56:48 +0200
Subject: [PATCH 0963/1106] Exchange should return fee dict for dry-run orders

---
 freqtrade/exchange/exchange.py | 21 +++++++++++++--------
 1 file changed, 13 insertions(+), 8 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 9a0364b07..22d477e6c 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -472,26 +472,31 @@ class Exchange:
             'pair': pair,
             'price': rate,
             'amount': _amount,
-            "cost": _amount * rate,
+            'cost': _amount * rate,
             'type': ordertype,
             'side': side,
             'remaining': _amount,
             'datetime': arrow.utcnow().isoformat(),
             'status': "closed" if ordertype == "market" else "open",
             'fee': None,
-            "info": {}
+            'info': {}
         }
-        self._store_dry_order(dry_order)
+        self._store_dry_order(dry_order, pair)
         # Copy order and close it - so the returned order is open unless it's a market order
         return dry_order
 
-    def _store_dry_order(self, dry_order: Dict) -> None:
+    def _store_dry_order(self, dry_order: Dict, pair: str) -> None:
         closed_order = dry_order.copy()
-        if closed_order["type"] in ["market", "limit"]:
+        if closed_order['type'] in ["market", "limit"]:
             closed_order.update({
-                "status": "closed",
-                "filled": closed_order["amount"],
-                "remaining": 0
+                'status': 'closed',
+                'filled': closed_order['amount'],
+                'remaining': 0,
+                'fee': {
+                    'currency': self.get_pair_quote_currency(pair),
+                    'cost': dry_order['amount'] * self.get_fee(pair),
+                    'rate': self.get_fee(pair)
+                }
             })
         if closed_order["type"] in ["stop_loss_limit"]:
             closed_order["info"].update({"stopPrice": closed_order["price"]})

From e74ed0ba7b7ba4f9f8f6cd8f456d1ccc35901614 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 30 Apr 2020 20:05:27 +0200
Subject: [PATCH 0964/1106] Add tests for fee extraction methods

---
 freqtrade/exchange/exchange.py  |  2 ++
 tests/exchange/test_exchange.py | 20 ++++++++++++++++++++
 2 files changed, 22 insertions(+)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 22d477e6c..bd6d617c0 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -1087,6 +1087,8 @@ class Exchange:
     @staticmethod
     def extract_cost_curr_rate(order: Dict) -> Tuple[float, str, float]:
         """
+        Extract tuple of cost, currency, rate.
+        Requires order_has_fee to run first!
         :param order: Order or trade (one trade) dict
         :return: Tuple with cost, currency, rate of the given fee dict
         """
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index 3c92612a0..f8c572dc8 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -2145,3 +2145,23 @@ def test_symbol_is_pair(market_symbol, base_currency, quote_currency, expected_r
 ])
 def test_market_is_active(market, expected_result) -> None:
     assert market_is_active(market) == expected_result
+
+
+@pytest.mark.parametrize("order,expected", [
+    ([{'fee'}], False),
+    ({'fee': None}, False),
+    ({'fee': {'currency': 'ETH/BTC'}}, False),
+    ({'fee': {'currency': 'ETH/BTC', 'cost': None}}, False),
+    ({'fee': {'currency': 'ETH/BTC', 'cost': 0.01}}, True),
+])
+def test_order_has_fee(order, expected) -> None:
+    assert Exchange.order_has_fee(order) == expected
+
+
+@pytest.mark.parametrize("order,expected", [
+    ({'fee': {'currency': 'ETH/BTC', 'cost': 0.43}}, (0.43, 'ETH/BTC', None)),
+    ({'fee': {'currency': 'ETH/USDT', 'cost': 0.01}}, (0.01, 'ETH/USDT', None)),
+    ({'fee': {'currency': 'ETH/USDT', 'cost': 0.34, 'rate': 0.01}}, (0.34, 'ETH/USDT', 0.01)),
+])
+def test_extract_cost_curr_rate(order, expected) -> None:
+    assert Exchange.extract_cost_curr_rate(order) == expected

From 63b55658ac07ab3b6e44ee7bda9093031f2133ba Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 1 May 2020 05:11:30 +0300
Subject: [PATCH 0965/1106] Add ticker to dataprovider

---
 freqtrade/data/dataprovider.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/freqtrade/data/dataprovider.py b/freqtrade/data/dataprovider.py
index 1df710152..b197ed1a5 100644
--- a/freqtrade/data/dataprovider.py
+++ b/freqtrade/data/dataprovider.py
@@ -97,8 +97,7 @@ class DataProvider:
         """
         Return last ticker data
         """
-        # TODO: Implement me
-        pass
+        return self._exchange.fetch_ticker(pair)
 
     def orderbook(self, pair: str, maximum: int) -> Dict[str, List]:
         """

From f8f794a8038ec9d532b39cf7a947956e02b7bac0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 30 Apr 2020 20:15:35 +0200
Subject: [PATCH 0966/1106] Simplify  fee-related tests

---
 tests/test_freqtradebot.py | 60 ++++++++------------------------------
 1 file changed, 12 insertions(+), 48 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 6f2ce9f3c..43ee4c79d 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -3285,8 +3285,6 @@ def test_disable_ignore_roi_if_buy_signal(default_conf, limit_buy_order,
 
 def test_get_real_amount_quote(default_conf, trades_for_order, buy_order_fee, fee, caplog, mocker):
     mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order', return_value=trades_for_order)
-    patch_RPCManager(mocker)
-    patch_exchange(mocker)
     amount = sum(x['amount'] for x in trades_for_order)
     trade = Trade(
         pair='LTC/ETH',
@@ -3297,8 +3295,7 @@ def test_get_real_amount_quote(default_conf, trades_for_order, buy_order_fee, fe
         fee_close=fee.return_value,
         open_order_id="123456"
     )
-    freqtrade = FreqtradeBot(default_conf)
-    patch_get_signal(freqtrade)
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
     # Amount is reduced by "fee"
     assert freqtrade.get_real_amount(trade, buy_order_fee) == amount - (amount * 0.001)
@@ -3310,8 +3307,6 @@ def test_get_real_amount_quote(default_conf, trades_for_order, buy_order_fee, fe
 def test_get_real_amount_no_trade(default_conf, buy_order_fee, caplog, mocker, fee):
     mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order', return_value=[])
 
-    patch_RPCManager(mocker)
-    patch_exchange(mocker)
     amount = buy_order_fee['amount']
     trade = Trade(
         pair='LTC/ETH',
@@ -3322,8 +3317,7 @@ def test_get_real_amount_no_trade(default_conf, buy_order_fee, caplog, mocker, f
         fee_close=fee.return_value,
         open_order_id="123456"
     )
-    freqtrade = FreqtradeBot(default_conf)
-    patch_get_signal(freqtrade)
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
     # Amount is reduced by "fee"
     assert freqtrade.get_real_amount(trade, buy_order_fee) == amount
@@ -3335,8 +3329,6 @@ def test_get_real_amount_no_trade(default_conf, buy_order_fee, caplog, mocker, f
 def test_get_real_amount_stake(default_conf, trades_for_order, buy_order_fee, fee, mocker):
     trades_for_order[0]['fee']['currency'] = 'ETH'
 
-    patch_RPCManager(mocker)
-    patch_exchange(mocker)
     mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order', return_value=trades_for_order)
     amount = sum(x['amount'] for x in trades_for_order)
     trade = Trade(
@@ -3348,8 +3340,7 @@ def test_get_real_amount_stake(default_conf, trades_for_order, buy_order_fee, fe
         open_rate=0.245441,
         open_order_id="123456"
     )
-    freqtrade = FreqtradeBot(default_conf)
-    patch_get_signal(freqtrade)
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
     # Amount does not change
     assert freqtrade.get_real_amount(trade, buy_order_fee) == amount
@@ -3362,8 +3353,6 @@ def test_get_real_amount_no_currency_in_fee(default_conf, trades_for_order, buy_
     limit_buy_order['fee'] = {'cost': 0.004, 'currency': None}
     trades_for_order[0]['fee']['currency'] = None
 
-    patch_RPCManager(mocker)
-    patch_exchange(mocker)
     mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order', return_value=trades_for_order)
     amount = sum(x['amount'] for x in trades_for_order)
     trade = Trade(
@@ -3375,8 +3364,7 @@ def test_get_real_amount_no_currency_in_fee(default_conf, trades_for_order, buy_
         open_rate=0.245441,
         open_order_id="123456"
     )
-    freqtrade = FreqtradeBot(default_conf)
-    patch_get_signal(freqtrade)
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
     # Amount does not change
     assert freqtrade.get_real_amount(trade, limit_buy_order) == amount
@@ -3386,8 +3374,6 @@ def test_get_real_amount_BNB(default_conf, trades_for_order, buy_order_fee, fee,
     trades_for_order[0]['fee']['currency'] = 'BNB'
     trades_for_order[0]['fee']['cost'] = 0.00094518
 
-    patch_RPCManager(mocker)
-    patch_exchange(mocker)
     mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order', return_value=trades_for_order)
     amount = sum(x['amount'] for x in trades_for_order)
     trade = Trade(
@@ -3399,16 +3385,13 @@ def test_get_real_amount_BNB(default_conf, trades_for_order, buy_order_fee, fee,
         open_rate=0.245441,
         open_order_id="123456"
     )
-    freqtrade = FreqtradeBot(default_conf)
-    patch_get_signal(freqtrade)
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
     # Amount does not change
     assert freqtrade.get_real_amount(trade, buy_order_fee) == amount
 
 
 def test_get_real_amount_multi(default_conf, trades_for_order2, buy_order_fee, caplog, fee, mocker):
-    patch_RPCManager(mocker)
-    patch_exchange(mocker)
     mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order', return_value=trades_for_order2)
     amount = float(sum(x['amount'] for x in trades_for_order2))
     trade = Trade(
@@ -3420,8 +3403,7 @@ def test_get_real_amount_multi(default_conf, trades_for_order2, buy_order_fee, c
         open_rate=0.245441,
         open_order_id="123456"
     )
-    freqtrade = FreqtradeBot(default_conf)
-    patch_get_signal(freqtrade)
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
     # Amount is reduced by "fee"
     assert freqtrade.get_real_amount(trade, buy_order_fee) == amount - (amount * 0.001)
@@ -3435,8 +3417,6 @@ def test_get_real_amount_fromorder(default_conf, trades_for_order, buy_order_fee
     limit_buy_order = deepcopy(buy_order_fee)
     limit_buy_order['fee'] = {'cost': 0.004, 'currency': 'LTC'}
 
-    patch_RPCManager(mocker)
-    patch_exchange(mocker)
     mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order',
                  return_value=[trades_for_order])
     amount = float(sum(x['amount'] for x in trades_for_order))
@@ -3449,8 +3429,7 @@ def test_get_real_amount_fromorder(default_conf, trades_for_order, buy_order_fee
         open_rate=0.245441,
         open_order_id="123456"
     )
-    freqtrade = FreqtradeBot(default_conf)
-    patch_get_signal(freqtrade)
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
     # Amount is reduced by "fee"
     assert freqtrade.get_real_amount(trade, limit_buy_order) == amount - 0.004
@@ -3463,8 +3442,6 @@ def test_get_real_amount_invalid_order(default_conf, trades_for_order, buy_order
     limit_buy_order = deepcopy(buy_order_fee)
     limit_buy_order['fee'] = {'cost': 0.004}
 
-    patch_RPCManager(mocker)
-    patch_exchange(mocker)
     mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order', return_value=[])
     amount = float(sum(x['amount'] for x in trades_for_order))
     trade = Trade(
@@ -3476,8 +3453,7 @@ def test_get_real_amount_invalid_order(default_conf, trades_for_order, buy_order
         open_rate=0.245441,
         open_order_id="123456"
     )
-    freqtrade = FreqtradeBot(default_conf)
-    patch_get_signal(freqtrade)
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
     # Amount does not change
     assert freqtrade.get_real_amount(trade, limit_buy_order) == amount
@@ -3487,8 +3463,6 @@ def test_get_real_amount_wrong_amount(default_conf, trades_for_order, buy_order_
     limit_buy_order = deepcopy(buy_order_fee)
     limit_buy_order['amount'] = limit_buy_order['amount'] - 0.001
 
-    patch_RPCManager(mocker)
-    patch_exchange(mocker)
     mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order', return_value=trades_for_order)
     amount = float(sum(x['amount'] for x in trades_for_order))
     trade = Trade(
@@ -3500,8 +3474,7 @@ def test_get_real_amount_wrong_amount(default_conf, trades_for_order, buy_order_
         fee_close=fee.return_value,
         open_order_id="123456"
     )
-    freqtrade = FreqtradeBot(default_conf)
-    patch_get_signal(freqtrade)
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
     # Amount does not change
     with pytest.raises(DependencyException, match=r"Half bought\? Amounts don't match"):
@@ -3514,8 +3487,6 @@ def test_get_real_amount_wrong_amount_rounding(default_conf, trades_for_order, b
     limit_buy_order = deepcopy(buy_order_fee)
     trades_for_order[0]['amount'] = trades_for_order[0]['amount'] + 1e-15
 
-    patch_RPCManager(mocker)
-    patch_exchange(mocker)
     mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order', return_value=trades_for_order)
     amount = float(sum(x['amount'] for x in trades_for_order))
     trade = Trade(
@@ -3527,8 +3498,7 @@ def test_get_real_amount_wrong_amount_rounding(default_conf, trades_for_order, b
         open_rate=0.245441,
         open_order_id="123456"
     )
-    freqtrade = FreqtradeBot(default_conf)
-    patch_get_signal(freqtrade)
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
 
     # Amount changes by fee amount.
     assert isclose(freqtrade.get_real_amount(trade, limit_buy_order), amount - (amount * 0.001),
@@ -3539,8 +3509,6 @@ def test_get_real_amount_invalid(default_conf, trades_for_order, buy_order_fee,
     # Remove "Currency" from fee dict
     trades_for_order[0]['fee'] = {'cost': 0.008}
 
-    patch_RPCManager(mocker)
-    patch_exchange(mocker)
     mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order', return_value=trades_for_order)
     amount = sum(x['amount'] for x in trades_for_order)
     trade = Trade(
@@ -3553,15 +3521,12 @@ def test_get_real_amount_invalid(default_conf, trades_for_order, buy_order_fee,
 
         open_order_id="123456"
     )
-    freqtrade = FreqtradeBot(default_conf)
-    patch_get_signal(freqtrade)
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
     # Amount does not change
     assert freqtrade.get_real_amount(trade, buy_order_fee) == amount
 
 
 def test_get_real_amount_open_trade(default_conf, fee, mocker):
-    patch_RPCManager(mocker)
-    patch_exchange(mocker)
     amount = 12345
     trade = Trade(
         pair='LTC/ETH',
@@ -3577,8 +3542,7 @@ def test_get_real_amount_open_trade(default_conf, fee, mocker):
         'amount': amount,
         'status': 'open',
     }
-    freqtrade = FreqtradeBot(default_conf)
-    patch_get_signal(freqtrade)
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
     assert freqtrade.get_real_amount(trade, order) == amount
 
 

From 45c97fde2dc125f00255f197f5bbf4fe63a20a06 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 30 Apr 2020 22:16:52 +0200
Subject: [PATCH 0967/1106] Use correct typehint for extract_cost_curr_rate

---
 freqtrade/exchange/exchange.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index bd6d617c0..df7f3005e 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -1085,7 +1085,7 @@ class Exchange:
                 )
 
     @staticmethod
-    def extract_cost_curr_rate(order: Dict) -> Tuple[float, str, float]:
+    def extract_cost_curr_rate(order: Dict) -> Tuple[float, str, Optional[float]]:
         """
         Extract tuple of cost, currency, rate.
         Requires order_has_fee to run first!
@@ -1095,6 +1095,7 @@ class Exchange:
         return (order['fee']['cost'],
                 order['fee']['currency'],
                 order['fee'].get('rate', None))
+        # calculate rate ? (order['fee']['cost'] / (order['amount'] * order['price']))
 
 
 def is_exchange_bad(exchange_name: str) -> bool:

From 59bafc8d02e291bb0797eeecdc1cd92feadb5517 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 1 May 2020 15:17:52 +0200
Subject: [PATCH 0968/1106] Implement fee rate calculation

---
 freqtrade/exchange/exchange.py  | 33 +++++++++++++++++++++---
 tests/exchange/test_exchange.py | 45 +++++++++++++++++++++++++++++----
 2 files changed, 69 insertions(+), 9 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index df7f3005e..ebadd4c8a 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -22,7 +22,7 @@ from freqtrade.data.converter import ohlcv_to_dataframe
 from freqtrade.exceptions import (DependencyException, InvalidOrderException,
                                   OperationalException, TemporaryError)
 from freqtrade.exchange.common import BAD_EXCHANGES, retrier, retrier_async
-from freqtrade.misc import deep_merge_dicts
+from freqtrade.misc import deep_merge_dicts, safe_value_fallback
 
 
 CcxtModuleType = Any
@@ -1084,8 +1084,33 @@ class Exchange:
                 and order['fee']['cost'] is not None
                 )
 
-    @staticmethod
-    def extract_cost_curr_rate(order: Dict) -> Tuple[float, str, Optional[float]]:
+    def calculate_fee_rate(self, order: Dict) -> Optional[float]:
+        """
+        Calculate fee rate if it's not given by the exchange.
+        :param order: Order or trade (one trade) dict
+        """
+        if order['fee'].get('rate') is not None:
+            return order['fee'].get('rate')
+        fee_curr = order['fee']['currency']
+        # Calculate fee based on order details
+        if fee_curr in self.get_pair_base_currency(order['symbol']):
+            # Base currency - divide by amount
+            return round(order['fee']['cost'] / order['amount'], 8)
+        elif fee_curr in self.get_pair_quote_currency(order['symbol']):
+            # Quote currency - divide by cost
+            return round(order['fee']['cost'] / order['cost'], 8)
+        else:
+            # If Fee currency is a different currency
+            try:
+                comb = self.get_valid_pair_combination(fee_curr, self._config['stake_currency'])
+                tick = self.fetch_ticker(comb)
+
+                fee_to_quote_rate = safe_value_fallback(tick, tick, 'last', 'ask')
+                return round((order['fee']['cost'] * fee_to_quote_rate) / order['cost'], 8)
+            except DependencyException:
+                return None
+
+    def extract_cost_curr_rate(self, order: Dict) -> Tuple[float, str, Optional[float]]:
         """
         Extract tuple of cost, currency, rate.
         Requires order_has_fee to run first!
@@ -1094,7 +1119,7 @@ class Exchange:
         """
         return (order['fee']['cost'],
                 order['fee']['currency'],
-                order['fee'].get('rate', None))
+                self.calculate_fee_rate(order))
         # calculate rate ? (order['fee']['cost'] / (order['amount'] * order['price']))
 
 
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index f8c572dc8..7a1df5103 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -2159,9 +2159,44 @@ def test_order_has_fee(order, expected) -> None:
 
 
 @pytest.mark.parametrize("order,expected", [
-    ({'fee': {'currency': 'ETH/BTC', 'cost': 0.43}}, (0.43, 'ETH/BTC', None)),
-    ({'fee': {'currency': 'ETH/USDT', 'cost': 0.01}}, (0.01, 'ETH/USDT', None)),
-    ({'fee': {'currency': 'ETH/USDT', 'cost': 0.34, 'rate': 0.01}}, (0.34, 'ETH/USDT', 0.01)),
+    ({'symbol': 'ETH/BTC', 'fee': {'currency': 'ETH', 'cost': 0.43}},
+        (0.43, 'ETH', 0.01)),
+    ({'symbol': 'ETH/USDT', 'fee': {'currency': 'USDT', 'cost': 0.01}},
+        (0.01, 'USDT', 0.01)),
+    ({'symbol': 'BTC/USDT', 'fee': {'currency': 'USDT', 'cost': 0.34, 'rate': 0.01}},
+        (0.34, 'USDT', 0.01)),
 ])
-def test_extract_cost_curr_rate(order, expected) -> None:
-    assert Exchange.extract_cost_curr_rate(order) == expected
+def test_extract_cost_curr_rate(mocker, default_conf, order, expected) -> None:
+    mocker.patch('freqtrade.exchange.Exchange.calculate_fee_rate', MagicMock(return_value=0.01))
+    ex = get_patched_exchange(mocker, default_conf)
+    assert ex.extract_cost_curr_rate(order) == expected
+
+
+@pytest.mark.parametrize("order,expected", [
+    # Using base-currency
+    ({'symbol': 'ETH/BTC', 'amount': 0.04, 'cost': 0.05,
+        'fee': {'currency': 'ETH', 'cost': 0.004, 'rate': None}}, 0.1),
+    ({'symbol': 'ETH/BTC', 'amount': 0.05, 'cost': 0.05,
+        'fee': {'currency': 'ETH', 'cost': 0.004, 'rate': None}}, 0.08),
+    # Using quote currency
+    ({'symbol': 'ETH/BTC', 'amount': 0.04, 'cost': 0.05,
+        'fee': {'currency': 'BTC', 'cost': 0.005}}, 0.1),
+    ({'symbol': 'ETH/BTC', 'amount': 0.04, 'cost': 0.05,
+        'fee': {'currency': 'BTC', 'cost': 0.002, 'rate': None}}, 0.04),
+    # Using foreign currency
+    ({'symbol': 'ETH/BTC', 'amount': 0.04, 'cost': 0.05,
+        'fee': {'currency': 'NEO', 'cost': 0.0012}}, 0.001944),
+    ({'symbol': 'ETH/BTC', 'amount': 2.21, 'cost': 0.02992561,
+        'fee': {'currency': 'NEO', 'cost': 0.00027452}}, 0.00074305),
+    # TODO: More tests here!
+    # Rate included in return - return as is
+    ({'symbol': 'ETH/BTC', 'amount': 0.04, 'cost': 0.05,
+        'fee': {'currency': 'USDT', 'cost': 0.34, 'rate': 0.01}}, 0.01),
+    ({'symbol': 'ETH/BTC', 'amount': 0.04, 'cost': 0.05,
+        'fee': {'currency': 'USDT', 'cost': 0.34, 'rate': 0.005}}, 0.005),
+])
+def test_calculate_fee_rate(mocker, default_conf, order, expected) -> None:
+    mocker.patch('freqtrade.exchange.Exchange.fetch_ticker', return_value={'last': 0.081})
+
+    ex = get_patched_exchange(mocker, default_conf)
+    assert ex.calculate_fee_rate(order) == expected

From db8fb39a3860caca6000f384055d5476ba60f03b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 1 May 2020 15:20:38 +0200
Subject: [PATCH 0969/1106] don't use trade.update directly!

---
 freqtrade/freqtradebot.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index a297f1823..ff2d1d759 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1032,7 +1032,7 @@ class FreqtradeBot:
         trade.sell_reason = sell_reason.value
         # In case of market sell orders the order can be closed immediately
         if order.get('status', 'unknown') == 'closed':
-            trade.update(order)
+            self.update_trade_state(trade, order)
         Trade.session.flush()
 
         # Lock pair for one candle to prevent immediate rebuys

From b93d33a93a652c3c870d43a1ca75b4c7aadbe39b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 1 May 2020 15:30:49 +0200
Subject: [PATCH 0970/1106] Fix mock order dicts

---
 tests/conftest.py | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/tests/conftest.py b/tests/conftest.py
index d95475b8c..621f45407 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -779,7 +779,7 @@ def limit_buy_order():
         'id': 'mocked_limit_buy',
         'type': 'limit',
         'side': 'buy',
-        'pair': 'mocked',
+        'symbol': 'mocked',
         'datetime': arrow.utcnow().isoformat(),
         'price': 0.00001099,
         'amount': 90.99181073,
@@ -795,7 +795,7 @@ def market_buy_order():
         'id': 'mocked_market_buy',
         'type': 'market',
         'side': 'buy',
-        'pair': 'mocked',
+        'symbol': 'mocked',
         'datetime': arrow.utcnow().isoformat(),
         'price': 0.00004099,
         'amount': 91.99181073,
@@ -811,7 +811,7 @@ def market_sell_order():
         'id': 'mocked_limit_sell',
         'type': 'market',
         'side': 'sell',
-        'pair': 'mocked',
+        'symbol': 'mocked',
         'datetime': arrow.utcnow().isoformat(),
         'price': 0.00004173,
         'amount': 91.99181073,
@@ -827,7 +827,7 @@ def limit_buy_order_old():
         'id': 'mocked_limit_buy_old',
         'type': 'limit',
         'side': 'buy',
-        'pair': 'mocked',
+        'symbol': 'mocked',
         'datetime': str(arrow.utcnow().shift(minutes=-601).datetime),
         'price': 0.00001099,
         'amount': 90.99181073,
@@ -843,7 +843,7 @@ def limit_sell_order_old():
         'id': 'mocked_limit_sell_old',
         'type': 'limit',
         'side': 'sell',
-        'pair': 'ETH/BTC',
+        'symbol': 'ETH/BTC',
         'datetime': arrow.utcnow().shift(minutes=-601).isoformat(),
         'price': 0.00001099,
         'amount': 90.99181073,
@@ -859,7 +859,7 @@ def limit_buy_order_old_partial():
         'id': 'mocked_limit_buy_old_partial',
         'type': 'limit',
         'side': 'buy',
-        'pair': 'ETH/BTC',
+        'symbol': 'ETH/BTC',
         'datetime': arrow.utcnow().shift(minutes=-601).isoformat(),
         'price': 0.00001099,
         'amount': 90.99181073,
@@ -1482,7 +1482,7 @@ def buy_order_fee():
         'id': 'mocked_limit_buy_old',
         'type': 'limit',
         'side': 'buy',
-        'pair': 'mocked',
+        'symbol': 'mocked',
         'datetime': str(arrow.utcnow().shift(minutes=-601).datetime),
         'price': 0.245441,
         'amount': 8.0,

From fdcc507f06ff725a7c0053676509ba049c7e8129 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 1 May 2020 15:35:57 +0200
Subject: [PATCH 0971/1106] Fix integration tests

---
 tests/test_integration.py | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/tests/test_integration.py b/tests/test_integration.py
index c40da7e9d..ee6ef3cb2 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -67,7 +67,6 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
     mocker.patch.multiple(
         'freqtrade.freqtradebot.FreqtradeBot',
         create_stoploss_order=MagicMock(return_value=True),
-        update_trade_state=MagicMock(),
         _notify_sell=MagicMock(),
     )
     mocker.patch("freqtrade.strategy.interface.IStrategy.should_sell", should_sell_mock)
@@ -97,8 +96,9 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
 
     # Only order for 3rd trade needs to be cancelled
     assert cancel_order_mock.call_count == 1
-    # Wallets must be updated between stoploss cancellation and selling.
-    assert wallets_mock.call_count == 2
+    # Wallets must be updated between stoploss cancellation and selling, and will be updated again
+    # During update_trade_state
+    assert wallets_mock.call_count == 3
 
     trade = trades[0]
     assert trade.sell_reason == SellType.STOPLOSS_ON_EXCHANGE.value
@@ -144,7 +144,6 @@ def test_forcebuy_last_unlimited(default_conf, ticker, fee, limit_buy_order, moc
     mocker.patch.multiple(
         'freqtrade.freqtradebot.FreqtradeBot',
         create_stoploss_order=MagicMock(return_value=True),
-        update_trade_state=MagicMock(),
         _notify_sell=MagicMock(),
     )
     should_sell_mock = MagicMock(side_effect=[

From a2ff6326470afde76cdfe9d70966d83151afbded Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 1 May 2020 16:00:42 +0200
Subject: [PATCH 0972/1106] Add update_fee method to persistence

---
 freqtrade/persistence.py  | 18 ++++++++++++++++++
 tests/test_persistence.py | 33 +++++++++++++++++++++++++++++++++
 2 files changed, 51 insertions(+)

diff --git a/freqtrade/persistence.py b/freqtrade/persistence.py
index 36e2c7ffd..fec095daa 100644
--- a/freqtrade/persistence.py
+++ b/freqtrade/persistence.py
@@ -376,6 +376,24 @@ class Trade(_DECL_BASE):
             self
         )
 
+    def update_fee(self, fee_cost: float, fee_currency: Optional[str], fee_rate: Optional[float],
+                   side: str) -> None:
+        """
+        Update Fee parameters. Only acts once per side
+        """
+        if side == 'buy' and self.fee_open_currency is None:
+            self.fee_open_cost = fee_cost
+            self.fee_open_currency = fee_currency
+            if fee_rate is not None:
+                self.fee_open = fee_rate
+                # Assume close-fee will fall into the same fee category and take an educated guess
+                self.fee_close = fee_rate
+        elif side == 'sell' and self.fee_close_currency is None:
+            self.fee_close_cost = fee_cost
+            self.fee_close_currency = fee_currency
+            if fee_rate is not None:
+                self.fee_close = fee_rate
+
     def _calc_open_trade_price(self) -> float:
         """
         Calculate the open_rate including open_fee.
diff --git a/tests/test_persistence.py b/tests/test_persistence.py
index aa3a59b87..fa6f84ce0 100644
--- a/tests/test_persistence.py
+++ b/tests/test_persistence.py
@@ -874,6 +874,39 @@ def test_stoploss_reinitialization(default_conf, fee):
     assert trade_adj.initial_stop_loss_pct == -0.04
 
 
+def test_update_fee(fee):
+    trade = Trade(
+        pair='ETH/BTC',
+        stake_amount=0.001,
+        fee_open=fee.return_value,
+        open_date=arrow.utcnow().shift(hours=-2).datetime,
+        amount=10,
+        fee_close=fee.return_value,
+        exchange='bittrex',
+        open_rate=1,
+        max_rate=1,
+    )
+    fee_cost = 0.15
+    fee_currency = 'BTC'
+    fee_rate = 0.0075
+    assert trade.fee_open_currency is None
+
+    trade.update_fee(fee_cost, fee_currency, fee_rate, 'buy')
+    assert trade.fee_open_currency == fee_currency
+    assert trade.fee_open_cost == fee_cost
+    assert trade.fee_open == fee_rate
+    # Setting buy rate should "guess" close rate
+    assert trade.fee_close == fee_rate
+    assert trade.fee_close_currency is None
+    assert trade.fee_close_cost is None
+
+    fee_rate = 0.0076
+    trade.update_fee(fee_cost, fee_currency, fee_rate, 'sell')
+    assert trade.fee_close == 0.0076
+    assert trade.fee_close_cost == fee_cost
+    assert trade.fee_close == fee_rate
+
+
 @pytest.mark.usefixtures("init_persistence")
 def test_total_open_trades_stakes(fee):
 

From 371100a97c049d4090358b97c36d4372ebfe8616 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 1 May 2020 16:01:33 +0200
Subject: [PATCH 0973/1106] Update fee handling

---
 freqtrade/freqtradebot.py | 39 ++++++++++++++++++++++++++++-----------
 1 file changed, 28 insertions(+), 11 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index ff2d1d759..063712ed8 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1167,20 +1167,25 @@ class FreqtradeBot:
         Get real amount for the trade
         Necessary for exchanges which charge fees in base currency (e.g. binance)
         """
+        fee_currency = None
+        # Init variables
         if order_amount is None:
             order_amount = order['amount']
         # Only run for closed orders
-        if trade.fee_open == 0 or order['status'] == 'open':
+        if trade.fee_open_currency is not None or order['status'] == 'open':
             return order_amount
 
         trade_base_currency = self.exchange.get_pair_base_currency(trade.pair)
         # use fee from order-dict if possible
-        if self._order_has_fee(order):
-            if trade_base_currency == order['fee']['currency']:
-                new_amount = order_amount - order['fee']['cost']
-                logger.info("Applying fee on amount for %s (from %s to %s) from Order",
-                            trade, order['amount'], new_amount)
-                return new_amount
+        if self.exchange.order_has_fee(order):
+            fee_cost, fee_currency, fee_rate = self.exchange.extract_cost_curr_rate(order)
+            logger.info(f"Fee for Trade {trade}:  {fee_cost:.8g} {fee_currency} - rate: {fee_rate}")
+            if trade_base_currency == fee_currency:
+                order_amount = order_amount - fee_cost
+                logger.info(f"Applying fee on amount for {trade} (from {order['amount']} "
+                            f"to {order_amount}) from Order")
+            trade.update_fee(fee_cost, fee_currency, fee_rate, order['side'])
+            return order_amount
 
         # Fallback to Trades
         trades = self.exchange.get_trades_for_order(trade.open_order_id, trade.pair,
@@ -1190,13 +1195,25 @@ class FreqtradeBot:
             logger.info("Applying fee on amount for %s failed: myTrade-Dict empty found", trade)
             return order_amount
         amount = 0
-        fee_abs = 0
+        fee_abs = 0.0
+        fee_cost = 0.0
+        fee_rate_array: List[float] = []
         for exectrade in trades:
             amount += exectrade['amount']
-            if self._order_has_fee(exectrade):
+            if self.exchange.order_has_fee(exectrade):
+                fee_cost_, fee_currency, fee_rate_ = self.exchange.extract_cost_curr_rate(exectrade)
+                fee_cost += fee_cost_
+                if fee_rate_ is not None:
+                    fee_rate_array.append(fee_rate_)
                 # only applies if fee is in quote currency!
-                if trade_base_currency == exectrade['fee']['currency']:
-                    fee_abs += exectrade['fee']['cost']
+                if trade_base_currency == fee_currency:
+                    fee_abs += fee_cost_
+        # Ensure at least one trade was found:
+        if fee_currency:
+            # fee_rate should use mean
+
+            fee_rate = sum(fee_rate_array) / float(len(fee_rate_array)) if fee_rate_array else None
+            trade.update_fee(fee_cost, fee_currency, fee_rate, order['side'])
 
         if not isclose(amount, order_amount, abs_tol=constants.MATH_CLOSE_PREC):
             logger.warning(f"Amount {amount} does not match amount {trade.amount}")

From 7558e4bffe6fdcb5a2883f16d5b817defb56f59f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 1 May 2020 16:13:07 +0200
Subject: [PATCH 0974/1106] Split fee detection from trades from general logic

---
 freqtrade/freqtradebot.py | 14 +++++++++++---
 1 file changed, 11 insertions(+), 3 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 063712ed8..ed228f6ad 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1164,10 +1164,12 @@ class FreqtradeBot:
 
     def get_real_amount(self, trade: Trade, order: Dict, order_amount: float = None) -> float:
         """
-        Get real amount for the trade
+        Detect and update trade fee.
+        Calls trade.update_fee() uppon correct detection.
+        Returns modified amount if the fee was taken from the destination currency.
         Necessary for exchanges which charge fees in base currency (e.g. binance)
+        :return: identical (or new) amount for the trade
         """
-        fee_currency = None
         # Init variables
         if order_amount is None:
             order_amount = order['amount']
@@ -1186,17 +1188,23 @@ class FreqtradeBot:
                             f"to {order_amount}) from Order")
             trade.update_fee(fee_cost, fee_currency, fee_rate, order['side'])
             return order_amount
+        return self.fee_detection_from_trades(trade, order, order_amount)
 
-        # Fallback to Trades
+    def fee_detection_from_trades(self, trade: Trade, order: Dict, order_amount: float) -> float:
+        """
+        fee-detection fallback to Trades. Parses result of fetch_my_trades to get correct fee.
+        """
         trades = self.exchange.get_trades_for_order(trade.open_order_id, trade.pair,
                                                     trade.open_date)
 
         if len(trades) == 0:
             logger.info("Applying fee on amount for %s failed: myTrade-Dict empty found", trade)
             return order_amount
+        fee_currency = None
         amount = 0
         fee_abs = 0.0
         fee_cost = 0.0
+        trade_base_currency = self.exchange.get_pair_base_currency(trade.pair)
         fee_rate_array: List[float] = []
         for exectrade in trades:
             amount += exectrade['amount']

From 40d4949f0669423c89011a98b804f41a437815d0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 1 May 2020 17:46:01 +0200
Subject: [PATCH 0975/1106] Don't handle trades if they've just been closed.

---
 freqtrade/freqtradebot.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index ed228f6ad..72531c9f9 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -610,7 +610,7 @@ class FreqtradeBot:
                     trades_closed += 1
                     continue
                 # Check if we can sell our current pair
-                if trade.open_order_id is None and self.handle_trade(trade):
+                if trade.open_order_id is None and trade.is_open and self.handle_trade(trade):
                     trades_closed += 1
 
             except DependencyException as exception:

From 509f38d3aaacb94a6b6278d59a8bce8a79d642f9 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 1 May 2020 17:59:24 +0200
Subject: [PATCH 0976/1106] Use non-deprectated parameter for progressbar

---
 freqtrade/optimize/hyperopt.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 12310311c..02695d1aa 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -648,7 +648,7 @@ class Hyperopt:
                         ' [', progressbar.ETA(), ', ', progressbar.Timer(), ']',
                     ]
                 with progressbar.ProgressBar(
-                         maxval=self.total_epochs, redirect_stdout=False, redirect_stderr=False,
+                         max_value=self.total_epochs, redirect_stdout=False, redirect_stderr=False,
                          widgets=widgets
                      ) as pbar:
                     EVALS = ceil(self.total_epochs / jobs)

From bd51cd332bc89801ea3e4af4ee4e217833e7bd79 Mon Sep 17 00:00:00 2001
From: jpribyl <pribylsnbits@gmail.com>
Date: Fri, 24 Apr 2020 16:16:52 -0600
Subject: [PATCH 0977/1106] Cancel all open orders after receiving /stop or
 ctrl+c

---
 config.json.example                      |   1 +
 config_binance.json.example              |   1 +
 config_full.json.example                 |   1 +
 config_kraken.json.example               |   1 +
 docs/configuration.md                    |   1 +
 freqtrade/commands/arguments.py          |   2 +-
 freqtrade/commands/cli_options.py        |   5 ++
 freqtrade/configuration/configuration.py |   5 ++
 freqtrade/constants.py                   |   8 ++
 freqtrade/freqtradebot.py                | 108 +++++++++++++++--------
 freqtrade/templates/base_config.json.j2  |   1 +
 freqtrade/worker.py                      |   3 +-
 tests/conftest.py                        |   1 +
 tests/test_arguments.py                  |   8 ++
 tests/test_configuration.py              |   2 +
 tests/test_freqtradebot.py               |  28 +++---
 16 files changed, 124 insertions(+), 52 deletions(-)

diff --git a/config.json.example b/config.json.example
index 8ebb092e1..d37a6b336 100644
--- a/config.json.example
+++ b/config.json.example
@@ -6,6 +6,7 @@
     "fiat_display_currency": "USD",
     "ticker_interval": "5m",
     "dry_run": false,
+    "cancel_open_orders_on_exit": false,
     "trailing_stop": false,
     "unfilledtimeout": {
         "buy": 10,
diff --git a/config_binance.json.example b/config_binance.json.example
index d324ce883..5d7b6b656 100644
--- a/config_binance.json.example
+++ b/config_binance.json.example
@@ -6,6 +6,7 @@
     "fiat_display_currency": "USD",
     "ticker_interval": "5m",
     "dry_run": true,
+    "cancel_open_orders_on_exit": false,
     "trailing_stop": false,
     "unfilledtimeout": {
         "buy": 10,
diff --git a/config_full.json.example b/config_full.json.example
index 181740b9a..79154b0d4 100644
--- a/config_full.json.example
+++ b/config_full.json.example
@@ -8,6 +8,7 @@
     "amend_last_stake_amount": false,
     "last_stake_amount_min_ratio": 0.5,
     "dry_run": false,
+    "cancel_open_orders_on_exit": false,
     "ticker_interval": "5m",
     "trailing_stop": false,
     "trailing_stop_positive": 0.005,
diff --git a/config_kraken.json.example b/config_kraken.json.example
index dcf4c552a..54fbf4a00 100644
--- a/config_kraken.json.example
+++ b/config_kraken.json.example
@@ -6,6 +6,7 @@
     "fiat_display_currency": "EUR",
     "ticker_interval": "5m",
     "dry_run": true,
+    "cancel_open_orders_on_exit": false,
     "trailing_stop": false,
     "unfilledtimeout": {
         "buy": 10,
diff --git a/docs/configuration.md b/docs/configuration.md
index 67e8578dd..28df5bd95 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -51,6 +51,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `fiat_display_currency` | Fiat currency used to show your profits. [More information below](#what-values-can-be-used-for-fiat_display_currency). <br> **Datatype:** String
 | `dry_run` | **Required.** Define if the bot must be in Dry Run or production mode. <br>*Defaults to `true`.* <br> **Datatype:** Boolean
 | `dry_run_wallet` | Define the starting amount in stake currency for the simulated wallet used by the bot running in the Dry Run mode.<br>*Defaults to `1000`.* <br> **Datatype:** Float
+| `cancel_open_orders_on_exit` | Cancel orders when `/stop` is issued or `ctrl+c` is pressed. Including this will allow you to use `/stop` to cancel unfilled orders in the event of a market crash. This will not impact open positions. <br>*Defaults to `False`.* <br> **Datatype:** Boolean
 | `process_only_new_candles` | Enable processing of indicators only when new candles arrive. If false each loop populates the indicators, this will mean the same candle is processed many times creating system load but can be useful of your strategy depends on tick data not only candle. [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `false`.*  <br> **Datatype:** Boolean
 | `minimal_roi` | **Required.** Set the threshold in percent the bot will use to sell a trade. [More information below](#understand-minimal_roi). [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** Dict
 | `stoploss` |  **Required.** Value of the stoploss in percent used by the bot. More details in the [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy).  <br> **Datatype:** Float (as ratio)
diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 8c64c5857..be03bb906 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -13,7 +13,7 @@ ARGS_COMMON = ["verbosity", "logfile", "version", "config", "datadir", "user_dat
 
 ARGS_STRATEGY = ["strategy", "strategy_path"]
 
-ARGS_TRADE = ["db_url", "sd_notify", "dry_run"]
+ARGS_TRADE = ["db_url", "sd_notify", "dry_run", "cancel_open_orders_on_exit"]
 
 ARGS_COMMON_OPTIMIZE = ["ticker_interval", "timerange",
                         "max_open_trades", "stake_amount", "fee"]
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 498ea9359..adb28399a 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -109,6 +109,11 @@ AVAILABLE_CLI_OPTIONS = {
         help='Enforce dry-run for trading (removes Exchange secrets and simulates trades).',
         action='store_true',
     ),
+    "cancel_open_orders_on_exit": Arg(
+        '--cancel-open-orders-on-exit',
+        help='Close unfilled open orders when the bot stops / exits',
+        action='store_true',
+    ),
     # Optimize common
     "ticker_interval": Arg(
         '-i', '--ticker-interval',
diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index e5515670d..cfbba9987 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -134,6 +134,11 @@ class Configuration:
         if config['runmode'] not in TRADING_MODES:
             return
 
+        if self.args.get('cancel_open_orders_on_exit', False):
+            config.update({
+                'cancel_open_orders_on_exit': self.args.get('cancel_open_orders_on_exit')
+            })
+
         if config.get('dry_run', False):
             logger.info('Dry run is enabled')
             if config.get('db_url') in [None, constants.DEFAULT_DB_PROD_URL]:
diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 54f620631..c238f227b 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -85,6 +85,7 @@ CONF_SCHEMA = {
         'fiat_display_currency': {'type': 'string', 'enum': SUPPORTED_FIAT},
         'dry_run': {'type': 'boolean'},
         'dry_run_wallet': {'type': 'number', 'default': DRY_RUN_WALLET},
+        'cancel_open_orders_on_exit': {'type': 'boolean', 'default': False},
         'process_only_new_candles': {'type': 'boolean'},
         'minimal_roi': {
             'type': 'object',
@@ -318,3 +319,10 @@ SCHEMA_MINIMAL_REQUIRED = [
     'dataformat_ohlcv',
     'dataformat_trades',
 ]
+
+CANCEL_REASON = {
+    "TIMEOUT": "cancelled due to timeout",
+    "PARTIALLY_FILLED": "partially filled - keeping order open",
+    "ALL_CANCELLED": "cancelled (all unfilled orders cancelled)",
+    "CANCELLED_ON_EXCHANGE": "cancelled on exchange",
+}
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 7ae87e807..5b8d59ed2 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -113,6 +113,9 @@ class FreqtradeBot:
         """
         logger.info('Cleaning up modules ...')
 
+        if self.config['cancel_open_orders_on_exit']:
+            self.cancel_all_open_orders()
+
         self.rpc.cleanup()
         persistence.cleanup()
 
@@ -162,6 +165,13 @@ class FreqtradeBot:
 
         Trade.session.flush()
 
+    def process_stopped(self) -> None:
+        """
+        Close all trades that were left open
+        """
+        if self.config['cancel_open_orders_on_exit']:
+            self.cancel_all_open_orders()
+
     def _refresh_whitelist(self, trades: List[Trade] = []) -> List[str]:
         """
         Refresh whitelist from pairlist or edge and extend it with trades.
@@ -875,11 +885,7 @@ class FreqtradeBot:
                                              default_retval=False)(pair=trade.pair,
                                                                    trade=trade,
                                                                    order=order))):
-
-                self.handle_timedout_limit_buy(trade, order)
-                self.wallets.update()
-                order_type = self.strategy.order_types['buy']
-                self._notify_buy_cancel(trade, order_type)
+                self.handle_cancel_buy(trade, order, constants.CANCEL_REASON['TIMEOUT'])
 
             elif (order['side'] == 'sell' and (
                   trade_state_update
@@ -888,24 +894,42 @@ class FreqtradeBot:
                                            default_retval=False)(pair=trade.pair,
                                                                  trade=trade,
                                                                  order=order))):
-                reason = self.handle_timedout_limit_sell(trade, order)
-                self.wallets.update()
-                order_type = self.strategy.order_types['sell']
-                self._notify_sell_cancel(trade, order_type, reason)
+                self.handle_cancel_sell(trade, order, constants.CANCEL_REASON['TIMEOUT'])
 
-    def handle_timedout_limit_buy(self, trade: Trade, order: Dict) -> bool:
+    def cancel_all_open_orders(self) -> None:
         """
-        Buy timeout - cancel order
+        Cancel all orders that are currently open
+        :return: None
+        """
+
+        for trade in Trade.get_open_order_trades():
+            try:
+                order = self.exchange.get_order(trade.open_order_id, trade.pair)
+            except (DependencyException, InvalidOrderException):
+                logger.info('Cannot query order for %s due to %s', trade, traceback.format_exc())
+                continue
+
+            if order['side'] == 'buy':
+                self.handle_cancel_buy(trade, order, constants.CANCEL_REASON['ALL_CANCELLED'])
+
+            elif order['side'] == 'sell':
+                self.handle_cancel_sell(trade, order, constants.CANCEL_REASON['ALL_CANCELLED'])
+
+    def handle_cancel_buy(self, trade: Trade, order: Dict, reason: str) -> bool:
+        """
+        Buy cancel - cancel order
         :return: True if order was fully cancelled
         """
+        was_trade_fully_canceled = False
+
         if order['status'] != 'canceled':
-            reason = "cancelled due to timeout"
+            reason = constants.CANCEL_REASON['TIMEOUT']
             corder = self.exchange.cancel_order_with_result(trade.open_order_id, trade.pair,
                                                             trade.amount)
         else:
             # Order was cancelled already, so we can reuse the existing dict
             corder = order
-            reason = "cancelled on exchange"
+            reason = constants.CANCEL_REASON['CANCELLED_ON_EXCHANGE']
 
         logger.info('Buy order %s for %s.', reason, trade)
 
@@ -914,40 +938,42 @@ class FreqtradeBot:
             # if trade is not partially completed, just delete the trade
             Trade.session.delete(trade)
             Trade.session.flush()
-            return True
+            was_trade_fully_canceled = True
+        else:
+            # if trade is partially complete, edit the stake details for the trade
+            # and close the order
+            # cancel_order may not contain the full order dict, so we need to fallback
+            # to the order dict aquired before cancelling.
+            # we need to fall back to the values from order if corder does not contain these keys.
+            trade.amount = order['amount'] - safe_value_fallback(corder, order,
+                                                                 'remaining', 'remaining')
+            trade.stake_amount = trade.amount * trade.open_rate
+            self.update_trade_state(trade, corder, trade.amount)
 
-        # if trade is partially complete, edit the stake details for the trade
-        # and close the order
-        # cancel_order may not contain the full order dict, so we need to fallback
-        # to the order dict aquired before cancelling.
-        # we need to fall back to the values from order if corder does not contain these keys.
-        trade.amount = order['amount'] - safe_value_fallback(corder, order,
-                                                             'remaining', 'remaining')
-        trade.stake_amount = trade.amount * trade.open_rate
-        self.update_trade_state(trade, corder, trade.amount)
+            trade.open_order_id = None
+            logger.info('Partial buy order timeout for %s.', trade)
+            self.rpc.send_msg({
+                'type': RPCMessageType.STATUS_NOTIFICATION,
+                'status': f'Remaining buy order for {trade.pair} cancelled due to timeout'
+            })
 
-        trade.open_order_id = None
-        logger.info('Partial buy order timeout for %s.', trade)
-        self.rpc.send_msg({
-            'type': RPCMessageType.STATUS_NOTIFICATION,
-            'status': f'Remaining buy order for {trade.pair} cancelled due to timeout'
-        })
-        return False
+        self.wallets.update()
+        self._notify_buy_cancel(trade, order_type=self.strategy.order_types['buy'])
+        return was_trade_fully_canceled
 
-    def handle_timedout_limit_sell(self, trade: Trade, order: Dict) -> str:
+    def handle_cancel_sell(self, trade: Trade, order: Dict, reason: str) -> str:
         """
-        Sell timeout - cancel order and update trade
+        Sell cancel - cancel order and update trade
         :return: Reason for cancel
         """
         # if trade is not partially completed, just cancel the trade
         if order['remaining'] == order['amount'] or order.get('filled') == 0.0:
             if not self.exchange.check_order_canceled_empty(order):
-                reason = "cancelled due to timeout"
                 # if trade is not partially completed, just delete the trade
                 self.exchange.cancel_order(trade.open_order_id, trade.pair)
                 logger.info('Sell order %s for %s.', reason, trade)
             else:
-                reason = "cancelled on exchange"
+                reason = constants.CANCEL_REASON['CANCELLED_ON_EXCHANGE']
                 logger.info('Sell order %s for %s.', reason, trade)
 
             trade.close_rate = None
@@ -957,11 +983,17 @@ class FreqtradeBot:
             trade.close_date = None
             trade.is_open = True
             trade.open_order_id = None
+        else:
+            # TODO: figure out how to handle partially complete sell orders
+            reason = constants.CANCEL_REASON['PARTIALLY_FILLED']
 
-            return reason
-
-        # TODO: figure out how to handle partially complete sell orders
-        return 'partially filled - keeping order open'
+        self.wallets.update()
+        self._notify_sell_cancel(
+            trade,
+            order_type=self.strategy.order_types['sell'],
+            reason=reason
+        )
+        return reason
 
     def _safe_sell_amount(self, pair: str, amount: float) -> float:
         """
diff --git a/freqtrade/templates/base_config.json.j2 b/freqtrade/templates/base_config.json.j2
index 134719273..6d3174347 100644
--- a/freqtrade/templates/base_config.json.j2
+++ b/freqtrade/templates/base_config.json.j2
@@ -6,6 +6,7 @@
     "fiat_display_currency": "{{ fiat_display_currency }}",
     "ticker_interval": "{{ ticker_interval }}",
     "dry_run": {{ dry_run | lower }},
+    "cancel_open_orders_on_exit": false,
     "unfilledtimeout": {
         "buy": 10,
         "sell": 30
diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index 4c28ecaeb..55cf30d16 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -131,8 +131,7 @@ class Worker:
         return result
 
     def _process_stopped(self) -> None:
-        # Maybe do here something in the future...
-        pass
+        self.freqtrade.process_stopped()
 
     def _process_running(self) -> None:
         try:
diff --git a/tests/conftest.py b/tests/conftest.py
index d95475b8c..2f5f468f6 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -249,6 +249,7 @@ def default_conf(testdatadir):
         "fiat_display_currency": "USD",
         "ticker_interval": '5m',
         "dry_run": True,
+        "cancel_open_orders_on_exit": False,
         "minimal_roi": {
             "40": 0.0,
             "30": 0.01,
diff --git a/tests/test_arguments.py b/tests/test_arguments.py
index 0052a61d0..91501384b 100644
--- a/tests/test_arguments.py
+++ b/tests/test_arguments.py
@@ -64,6 +64,14 @@ def test_parse_args_db_url() -> None:
     assert args["db_url"] == 'sqlite:///test.sqlite'
 
 
+def test_parse_args_cancel_open_orders_on_exit() -> None:
+    args = Arguments(['trade']).get_parsed_arg()
+    assert args["cancel_open_orders_on_exit"] is False
+
+    args = Arguments(['trade', '--cancel-open-orders-on-exit']).get_parsed_arg()
+    assert args["cancel_open_orders_on_exit"] is True
+
+
 def test_parse_args_verbose() -> None:
     args = Arguments(['trade', '-v']).get_parsed_arg()
     assert args["verbosity"] == 1
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index c89f1381e..0315ffe1b 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -250,6 +250,7 @@ def test_load_config_with_params(default_conf, mocker) -> None:
         '--strategy', 'TestStrategy',
         '--strategy-path', '/some/path',
         '--db-url', 'sqlite:///someurl',
+        '--cancel-open-orders-on-exit',
     ]
     args = Arguments(arglist).get_parsed_arg()
     configuration = Configuration(args)
@@ -258,6 +259,7 @@ def test_load_config_with_params(default_conf, mocker) -> None:
     assert validated_conf.get('strategy') == 'TestStrategy'
     assert validated_conf.get('strategy_path') == '/some/path'
     assert validated_conf.get('db_url') == 'sqlite:///someurl'
+    assert validated_conf.get('cancel_open_orders_on_exit') is True
 
     # Test conf provided db_url prod
     conf = default_conf.copy()
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 6f2ce9f3c..8adc834cf 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -11,7 +11,7 @@ import arrow
 import pytest
 import requests
 
-from freqtrade.constants import MATH_CLOSE_PREC, UNLIMITED_STAKE_AMOUNT
+from freqtrade.constants import MATH_CLOSE_PREC, UNLIMITED_STAKE_AMOUNT, CANCEL_REASON
 from freqtrade.exceptions import (DependencyException, InvalidOrderException,
                                   OperationalException, TemporaryError)
 from freqtrade.freqtradebot import FreqtradeBot
@@ -2281,8 +2281,8 @@ def test_check_handle_timedout_exception(default_conf, ticker, open_trade, mocke
 
     mocker.patch.multiple(
         'freqtrade.freqtradebot.FreqtradeBot',
-        handle_timedout_limit_buy=MagicMock(),
-        handle_timedout_limit_sell=MagicMock(),
+        handle_cancel_buy=MagicMock(),
+        handle_cancel_sell=MagicMock(),
     )
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
@@ -2309,21 +2309,23 @@ def test_handle_timedout_limit_buy(mocker, caplog, default_conf, limit_buy_order
     mocker.patch('freqtrade.exchange.Exchange.cancel_order_with_result', cancel_order_mock)
 
     freqtrade = FreqtradeBot(default_conf)
+    freqtrade._notify_buy_cancel = MagicMock()
 
     Trade.session = MagicMock()
     trade = MagicMock()
     trade.pair = 'LTC/ETH'
     limit_buy_order['remaining'] = limit_buy_order['amount']
-    assert freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
+    reason = CANCEL_REASON['TIMEOUT']
+    assert freqtrade.handle_cancel_buy(trade, limit_buy_order, reason)
     assert cancel_order_mock.call_count == 1
 
     cancel_order_mock.reset_mock()
     limit_buy_order['amount'] = 2
-    assert not freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
+    assert not freqtrade.handle_cancel_buy(trade, limit_buy_order, reason)
     assert cancel_order_mock.call_count == 1
 
     mocker.patch('freqtrade.exchange.Exchange.cancel_order', side_effect=InvalidOrderException)
-    assert not freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
+    assert not freqtrade.handle_cancel_buy(trade, limit_buy_order, reason)
 
 
 @pytest.mark.parametrize('cancelorder', [
@@ -2343,17 +2345,19 @@ def test_handle_timedout_limit_buy_corder_empty(mocker, default_conf, limit_buy_
     )
 
     freqtrade = FreqtradeBot(default_conf)
+    freqtrade._notify_buy_cancel = MagicMock()
 
     Trade.session = MagicMock()
     trade = MagicMock()
     trade.pair = 'LTC/ETH'
     limit_buy_order['remaining'] = limit_buy_order['amount']
-    assert freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
+    reason = CANCEL_REASON['TIMEOUT']
+    assert freqtrade.handle_cancel_buy(trade, limit_buy_order, reason)
     assert cancel_order_mock.call_count == 1
 
     cancel_order_mock.reset_mock()
     limit_buy_order['amount'] = 2
-    assert not freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
+    assert not freqtrade.handle_cancel_buy(trade, limit_buy_order, reason)
     assert cancel_order_mock.call_count == 1
 
 
@@ -2367,16 +2371,18 @@ def test_handle_timedout_limit_sell(mocker, default_conf) -> None:
     )
 
     freqtrade = FreqtradeBot(default_conf)
+    freqtrade._notify_sell_cancel = MagicMock()
 
     trade = MagicMock()
     order = {'remaining': 1,
              'amount': 1,
              'status': "open"}
-    assert freqtrade.handle_timedout_limit_sell(trade, order)
+    reason = CANCEL_REASON['TIMEOUT']
+    assert freqtrade.handle_cancel_sell(trade, order, reason)
     assert cancel_order_mock.call_count == 1
     order['amount'] = 2
-    assert (freqtrade.handle_timedout_limit_sell(trade, order)
-            == 'partially filled - keeping order open')
+    assert (freqtrade.handle_cancel_sell(trade, order, reason)
+            == CANCEL_REASON['PARTIALLY_FILLED'])
     # Assert cancel_order was not called (callcount remains unchanged)
     assert cancel_order_mock.call_count == 1
 

From 6b33d5af1e440253019a125551423f52fa26d7d3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 1 May 2020 19:51:35 +0200
Subject: [PATCH 0978/1106] Fix fee-calculation for dry-run orders

---
 freqtrade/exchange/exchange.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index ebadd4c8a..b7547cacb 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -494,7 +494,7 @@ class Exchange:
                 'remaining': 0,
                 'fee': {
                     'currency': self.get_pair_quote_currency(pair),
-                    'cost': dry_order['amount'] * self.get_fee(pair),
+                    'cost': dry_order['cost'] * self.get_fee(pair),
                     'rate': self.get_fee(pair)
                 }
             })

From 6d620ba1f6946b5b79a95ec3cc1c3c63ec8f5a1f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 1 May 2020 19:54:16 +0200
Subject: [PATCH 0979/1106] Verify if fee for this side has been updated

---
 freqtrade/freqtradebot.py | 2 +-
 freqtrade/persistence.py  | 9 +++++++++
 tests/test_persistence.py | 6 ++++++
 3 files changed, 16 insertions(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 72531c9f9..a3dd29771 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1174,7 +1174,7 @@ class FreqtradeBot:
         if order_amount is None:
             order_amount = order['amount']
         # Only run for closed orders
-        if trade.fee_open_currency is not None or order['status'] == 'open':
+        if trade.fee_updated(order['side']) or order['status'] == 'open':
             return order_amount
 
         trade_base_currency = self.exchange.get_pair_base_currency(trade.pair)
diff --git a/freqtrade/persistence.py b/freqtrade/persistence.py
index fec095daa..a541dcbcc 100644
--- a/freqtrade/persistence.py
+++ b/freqtrade/persistence.py
@@ -394,6 +394,15 @@ class Trade(_DECL_BASE):
             if fee_rate is not None:
                 self.fee_close = fee_rate
 
+    def fee_updated(self, side: str) -> bool:
+        """
+        Verify if this side (buy / sell) has already been updated
+        """
+        if side == 'buy':
+            return self.fee_open_currency is not None
+        elif side == 'sell':
+            return self.fee_close_currency is not None
+
     def _calc_open_trade_price(self) -> float:
         """
         Calculate the open_rate including open_fee.
diff --git a/tests/test_persistence.py b/tests/test_persistence.py
index fa6f84ce0..1a42d95fe 100644
--- a/tests/test_persistence.py
+++ b/tests/test_persistence.py
@@ -890,8 +890,12 @@ def test_update_fee(fee):
     fee_currency = 'BTC'
     fee_rate = 0.0075
     assert trade.fee_open_currency is None
+    assert not trade.fee_updated('buy')
+    assert not trade.fee_updated('sell')
 
     trade.update_fee(fee_cost, fee_currency, fee_rate, 'buy')
+    assert trade.fee_updated('buy')
+    assert not trade.fee_updated('sell')
     assert trade.fee_open_currency == fee_currency
     assert trade.fee_open_cost == fee_cost
     assert trade.fee_open == fee_rate
@@ -902,6 +906,8 @@ def test_update_fee(fee):
 
     fee_rate = 0.0076
     trade.update_fee(fee_cost, fee_currency, fee_rate, 'sell')
+    assert trade.fee_updated('buy')
+    assert trade.fee_updated('sell')
     assert trade.fee_close == 0.0076
     assert trade.fee_close_cost == fee_cost
     assert trade.fee_close == fee_rate

From 71c90422ba5f4c34b8689864d35c92cee0c5e8d5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 1 May 2020 20:02:38 +0200
Subject: [PATCH 0980/1106] Add explicit test for fee_updated

---
 freqtrade/persistence.py  |  2 ++
 tests/test_persistence.py | 30 ++++++++++++++++++++++++++++++
 2 files changed, 32 insertions(+)

diff --git a/freqtrade/persistence.py b/freqtrade/persistence.py
index a541dcbcc..ea34fd5bf 100644
--- a/freqtrade/persistence.py
+++ b/freqtrade/persistence.py
@@ -402,6 +402,8 @@ class Trade(_DECL_BASE):
             return self.fee_open_currency is not None
         elif side == 'sell':
             return self.fee_close_currency is not None
+        else:
+            return False
 
     def _calc_open_trade_price(self) -> float:
         """
diff --git a/tests/test_persistence.py b/tests/test_persistence.py
index 1a42d95fe..5c7686e28 100644
--- a/tests/test_persistence.py
+++ b/tests/test_persistence.py
@@ -913,6 +913,36 @@ def test_update_fee(fee):
     assert trade.fee_close == fee_rate
 
 
+def test_fee_updated(fee):
+    trade = Trade(
+        pair='ETH/BTC',
+        stake_amount=0.001,
+        fee_open=fee.return_value,
+        open_date=arrow.utcnow().shift(hours=-2).datetime,
+        amount=10,
+        fee_close=fee.return_value,
+        exchange='bittrex',
+        open_rate=1,
+        max_rate=1,
+    )
+
+    assert trade.fee_open_currency is None
+    assert not trade.fee_updated('buy')
+    assert not trade.fee_updated('sell')
+    assert not trade.fee_updated('asdf')
+
+    trade.update_fee(0.15, 'BTC', 0.0075, 'buy')
+    assert trade.fee_updated('buy')
+    assert not trade.fee_updated('sell')
+    assert trade.fee_open_currency is not None
+    assert trade.fee_close_currency is None
+
+    trade.update_fee(0.15, 'ABC', 0.0075, 'sell')
+    assert trade.fee_updated('buy')
+    assert trade.fee_updated('sell')
+    assert not trade.fee_updated('asfd')
+
+
 @pytest.mark.usefixtures("init_persistence")
 def test_total_open_trades_stakes(fee):
 

From 737fc6d19837c816504c7dd910e9ec702fe1bc57 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 1 May 2020 20:03:06 +0200
Subject: [PATCH 0981/1106] Fix bug when querying side

---
 freqtrade/freqtradebot.py  | 9 +++++----
 freqtrade/persistence.py   | 2 +-
 tests/test_freqtradebot.py | 1 +
 3 files changed, 7 insertions(+), 5 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index a3dd29771..d0a9a8348 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1174,19 +1174,20 @@ class FreqtradeBot:
         if order_amount is None:
             order_amount = order['amount']
         # Only run for closed orders
-        if trade.fee_updated(order['side']) or order['status'] == 'open':
+        if trade.fee_updated(order.get('side')) or order['status'] == 'open':
             return order_amount
 
         trade_base_currency = self.exchange.get_pair_base_currency(trade.pair)
         # use fee from order-dict if possible
         if self.exchange.order_has_fee(order):
             fee_cost, fee_currency, fee_rate = self.exchange.extract_cost_curr_rate(order)
-            logger.info(f"Fee for Trade {trade}:  {fee_cost:.8g} {fee_currency} - rate: {fee_rate}")
+            logger.info(f"Fee for Trade {trade} [{order.get('side')}]: "
+                        f"{fee_cost:.8g} {fee_currency} - rate: {fee_rate}")
             if trade_base_currency == fee_currency:
                 order_amount = order_amount - fee_cost
                 logger.info(f"Applying fee on amount for {trade} (from {order['amount']} "
                             f"to {order_amount}) from Order")
-            trade.update_fee(fee_cost, fee_currency, fee_rate, order['side'])
+            trade.update_fee(fee_cost, fee_currency, fee_rate, order.get('side'))
             return order_amount
         return self.fee_detection_from_trades(trade, order, order_amount)
 
@@ -1221,7 +1222,7 @@ class FreqtradeBot:
             # fee_rate should use mean
 
             fee_rate = sum(fee_rate_array) / float(len(fee_rate_array)) if fee_rate_array else None
-            trade.update_fee(fee_cost, fee_currency, fee_rate, order['side'])
+            trade.update_fee(fee_cost, fee_currency, fee_rate, order.get('side'))
 
         if not isclose(amount, order_amount, abs_tol=constants.MATH_CLOSE_PREC):
             logger.warning(f"Amount {amount} does not match amount {trade.amount}")
diff --git a/freqtrade/persistence.py b/freqtrade/persistence.py
index ea34fd5bf..0f2c6bb52 100644
--- a/freqtrade/persistence.py
+++ b/freqtrade/persistence.py
@@ -394,7 +394,7 @@ class Trade(_DECL_BASE):
             if fee_rate is not None:
                 self.fee_close = fee_rate
 
-    def fee_updated(self, side: str) -> bool:
+    def fee_updated(self, side) -> bool:
         """
         Verify if this side (buy / sell) has already been updated
         """
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 43ee4c79d..cf5d30a79 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -3541,6 +3541,7 @@ def test_get_real_amount_open_trade(default_conf, fee, mocker):
         'id': 'mocked_order',
         'amount': amount,
         'status': 'open',
+        'side': 'buy',
     }
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
     assert freqtrade.get_real_amount(trade, order) == amount

From 021e2b58ca87babab4d18f574cdc0ca435e1639d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 1 May 2020 20:17:22 +0200
Subject: [PATCH 0982/1106] Support partially cancelled orders for fee
 calculation

---
 freqtrade/exchange/exchange.py | 3 ++-
 freqtrade/freqtradebot.py      | 2 --
 freqtrade/persistence.py       | 2 +-
 tests/conftest.py              | 2 +-
 tests/test_freqtradebot.py     | 5 +++--
 5 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index b7547cacb..e649e5ed2 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -1095,7 +1095,8 @@ class Exchange:
         # Calculate fee based on order details
         if fee_curr in self.get_pair_base_currency(order['symbol']):
             # Base currency - divide by amount
-            return round(order['fee']['cost'] / order['amount'], 8)
+            return round(
+                order['fee']['cost'] / safe_value_fallback(order, order, 'filled', 'amount'), 8)
         elif fee_curr in self.get_pair_quote_currency(order['symbol']):
             # Quote currency - divide by cost
             return round(order['fee']['cost'] / order['cost'], 8)
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index d0a9a8348..32adc6d57 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1144,8 +1144,6 @@ class FreqtradeBot:
                 if not isclose(order['amount'], new_amount, abs_tol=constants.MATH_CLOSE_PREC):
                     order['amount'] = new_amount
                     order.pop('filled', None)
-                    # Fee was applied, so set to 0
-                    trade.fee_open = 0
                     trade.recalc_open_trade_price()
             except DependencyException as exception:
                 logger.warning("Could not update trade amount: %s", exception)
diff --git a/freqtrade/persistence.py b/freqtrade/persistence.py
index 0f2c6bb52..17246633c 100644
--- a/freqtrade/persistence.py
+++ b/freqtrade/persistence.py
@@ -377,7 +377,7 @@ class Trade(_DECL_BASE):
         )
 
     def update_fee(self, fee_cost: float, fee_currency: Optional[str], fee_rate: Optional[float],
-                   side: str) -> None:
+                   side) -> None:
         """
         Update Fee parameters. Only acts once per side
         """
diff --git a/tests/conftest.py b/tests/conftest.py
index 621f45407..10885d667 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -873,7 +873,7 @@ def limit_buy_order_old_partial():
 def limit_buy_order_old_partial_canceled(limit_buy_order_old_partial):
     res = deepcopy(limit_buy_order_old_partial)
     res['status'] = 'canceled'
-    res['fee'] = {'cost': 0.0001, 'currency': 'ETH'}
+    res['fee'] = {'cost': 0.023, 'currency': 'ETH'}
     return res
 
 
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index cf5d30a79..19a094fab 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2229,9 +2229,10 @@ def test_check_handle_timedout_partial_fee(default_conf, ticker, open_trade, cap
     assert len(trades) == 1
     # Verify that trade has been updated
     assert trades[0].amount == (limit_buy_order_old_partial['amount'] -
-                                limit_buy_order_old_partial['remaining']) - 0.0001
+                                limit_buy_order_old_partial['remaining']) - 0.023
     assert trades[0].open_order_id is None
-    assert trades[0].fee_open == 0
+    assert trades[0].fee_updated('buy')
+    assert pytest.approx(trades[0].fee_open) == 0.001
 
 
 def test_check_handle_timedout_partial_except(default_conf, ticker, open_trade, caplog, fee,

From 78b3d8487f8509c602818f1b241e524c5f24feac Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 1 May 2020 20:34:58 +0200
Subject: [PATCH 0983/1106] Add typehint

---
 freqtrade/freqtradebot.py | 6 +++---
 freqtrade/persistence.py  | 4 ++--
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 32adc6d57..163c4faaa 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1172,7 +1172,7 @@ class FreqtradeBot:
         if order_amount is None:
             order_amount = order['amount']
         # Only run for closed orders
-        if trade.fee_updated(order.get('side')) or order['status'] == 'open':
+        if trade.fee_updated(order.get('side', '')) or order['status'] == 'open':
             return order_amount
 
         trade_base_currency = self.exchange.get_pair_base_currency(trade.pair)
@@ -1185,7 +1185,7 @@ class FreqtradeBot:
                 order_amount = order_amount - fee_cost
                 logger.info(f"Applying fee on amount for {trade} (from {order['amount']} "
                             f"to {order_amount}) from Order")
-            trade.update_fee(fee_cost, fee_currency, fee_rate, order.get('side'))
+            trade.update_fee(fee_cost, fee_currency, fee_rate, order.get('side', ''))
             return order_amount
         return self.fee_detection_from_trades(trade, order, order_amount)
 
@@ -1220,7 +1220,7 @@ class FreqtradeBot:
             # fee_rate should use mean
 
             fee_rate = sum(fee_rate_array) / float(len(fee_rate_array)) if fee_rate_array else None
-            trade.update_fee(fee_cost, fee_currency, fee_rate, order.get('side'))
+            trade.update_fee(fee_cost, fee_currency, fee_rate, order.get('side', ''))
 
         if not isclose(amount, order_amount, abs_tol=constants.MATH_CLOSE_PREC):
             logger.warning(f"Amount {amount} does not match amount {trade.amount}")
diff --git a/freqtrade/persistence.py b/freqtrade/persistence.py
index 17246633c..ea34fd5bf 100644
--- a/freqtrade/persistence.py
+++ b/freqtrade/persistence.py
@@ -377,7 +377,7 @@ class Trade(_DECL_BASE):
         )
 
     def update_fee(self, fee_cost: float, fee_currency: Optional[str], fee_rate: Optional[float],
-                   side) -> None:
+                   side: str) -> None:
         """
         Update Fee parameters. Only acts once per side
         """
@@ -394,7 +394,7 @@ class Trade(_DECL_BASE):
             if fee_rate is not None:
                 self.fee_close = fee_rate
 
-    def fee_updated(self, side) -> bool:
+    def fee_updated(self, side: str) -> bool:
         """
         Verify if this side (buy / sell) has already been updated
         """

From 56bb5f7a111d4be4dc4c6bd59b5ab2dae9775c83 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 2 May 2020 11:26:12 +0200
Subject: [PATCH 0984/1106] Add show-trades command

---
 freqtrade/commands/__init__.py           |  3 ++-
 freqtrade/commands/arguments.py          | 15 +++++++++++++--
 freqtrade/commands/cli_options.py        |  7 ++++++-
 freqtrade/commands/list_commands.py      | 22 ++++++++++++++++++++++
 freqtrade/configuration/configuration.py |  4 ++++
 5 files changed, 47 insertions(+), 4 deletions(-)

diff --git a/freqtrade/commands/__init__.py b/freqtrade/commands/__init__.py
index f80c74e05..2d0c7733c 100644
--- a/freqtrade/commands/__init__.py
+++ b/freqtrade/commands/__init__.py
@@ -19,7 +19,8 @@ from freqtrade.commands.list_commands import (start_list_exchanges,
                                               start_list_hyperopts,
                                               start_list_markets,
                                               start_list_strategies,
-                                              start_list_timeframes)
+                                              start_list_timeframes,
+                                              start_show_trades)
 from freqtrade.commands.optimize_commands import (start_backtesting,
                                                   start_edge, start_hyperopt)
 from freqtrade.commands.pairlist_commands import start_test_pairlist
diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 8c64c5857..a03da00ab 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -64,6 +64,8 @@ ARGS_PLOT_DATAFRAME = ["pairs", "indicators1", "indicators2", "plot_limit",
 ARGS_PLOT_PROFIT = ["pairs", "timerange", "export", "exportfilename", "db_url",
                     "trade_source", "ticker_interval"]
 
+ARGS_SHOW_TRADES = ["db_url", "trade_ids", "print_json"]
+
 ARGS_HYPEROPT_LIST = ["hyperopt_list_best", "hyperopt_list_profitable",
                       "hyperopt_list_min_trades", "hyperopt_list_max_trades",
                       "hyperopt_list_min_avg_time", "hyperopt_list_max_avg_time",
@@ -78,7 +80,7 @@ ARGS_HYPEROPT_SHOW = ["hyperopt_list_best", "hyperopt_list_profitable", "hyperop
 NO_CONF_REQURIED = ["convert-data", "convert-trade-data", "download-data", "list-timeframes",
                     "list-markets", "list-pairs", "list-strategies",
                     "list-hyperopts", "hyperopt-list", "hyperopt-show",
-                    "plot-dataframe", "plot-profit"]
+                    "plot-dataframe", "plot-profit", "show-trades"]
 
 NO_CONF_ALLOWED = ["create-userdir", "list-exchanges", "new-hyperopt", "new-strategy"]
 
@@ -163,7 +165,7 @@ class Arguments:
                                         start_list_markets, start_list_strategies,
                                         start_list_timeframes, start_new_config,
                                         start_new_hyperopt, start_new_strategy,
-                                        start_plot_dataframe, start_plot_profit,
+                                        start_plot_dataframe, start_plot_profit, start_show_trades,
                                         start_backtesting, start_hyperopt, start_edge,
                                         start_test_pairlist, start_trading)
 
@@ -330,6 +332,15 @@ class Arguments:
         plot_profit_cmd.set_defaults(func=start_plot_profit)
         self._build_args(optionlist=ARGS_PLOT_PROFIT, parser=plot_profit_cmd)
 
+        # Add show-trades subcommand
+        show_trades = subparsers.add_parser(
+            'show-trades',
+            help='Show trades.',
+            parents=[_common_parser],
+        )
+        show_trades.set_defaults(func=start_show_trades)
+        self._build_args(optionlist=ARGS_SHOW_TRADES, parser=show_trades)
+
         # Add hyperopt-list subcommand
         hyperopt_list_cmd = subparsers.add_parser(
             'hyperopt-list',
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 498ea9359..4c51802f0 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -217,7 +217,7 @@ AVAILABLE_CLI_OPTIONS = {
     ),
     "print_json": Arg(
         '--print-json',
-        help='Print best result detailization in JSON format.',
+        help='Print output in JSON format.',
         action='store_true',
         default=False,
     ),
@@ -425,6 +425,11 @@ AVAILABLE_CLI_OPTIONS = {
         choices=["DB", "file"],
         default="file",
     ),
+    "trade_ids": Arg(
+        '--tradeids',
+        help='Specify Trade ids to trade',
+        nargs='+',
+    ),
     # hyperopt-list, hyperopt-show
     "hyperopt_list_profitable": Arg(
         '--profitable',
diff --git a/freqtrade/commands/list_commands.py b/freqtrade/commands/list_commands.py
index 327901dc0..79e742618 100644
--- a/freqtrade/commands/list_commands.py
+++ b/freqtrade/commands/list_commands.py
@@ -197,3 +197,25 @@ def start_list_markets(args: Dict[str, Any], pairs_only: bool = False) -> None:
                   args.get('list_pairs_print_json', False) or
                   args.get('print_csv', False)):
             print(f"{summary_str}.")
+
+
+def start_show_trades(args: Dict[str, Any]) -> None:
+    """
+    Show trades
+    """
+    from freqtrade.persistence import init, Trade
+    import json
+    config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
+    init(config['db_url'], clean_open_orders=False)
+    tfilter = []
+
+    if config.get('trade_ids'):
+        tfilter.append(Trade.id.in_(config['trade_ids']))
+
+    trades = Trade.get_trades(tfilter)
+    logger.info("Printing Trades: ")
+    if config.get('print_json', False):
+        print(json.dumps([trade.to_json() for trade in trades], indent=4))
+    else:
+        for trade in trades:
+            print(trade)
diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index e5515670d..7edd9bca1 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -351,8 +351,12 @@ class Configuration:
         self._args_to_config(config, argname='indicators2',
                              logstring='Using indicators2: {}')
 
+        self._args_to_config(config, argname='trade_ids',
+                             logstring='Filtering on trade_ids: {}')
+
         self._args_to_config(config, argname='plot_limit',
                              logstring='Limiting plot to: {}')
+
         self._args_to_config(config, argname='trade_source',
                              logstring='Using trades from: {}')
 

From 1066a4504b58c91b51c85f6f2be2512ad27feaa0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 2 May 2020 11:44:18 +0200
Subject: [PATCH 0985/1106] Add test for show_trades

---
 freqtrade/commands/list_commands.py |  4 +--
 tests/commands/test_commands.py     | 41 +++++++++++++++++++++++++++--
 2 files changed, 41 insertions(+), 4 deletions(-)

diff --git a/freqtrade/commands/list_commands.py b/freqtrade/commands/list_commands.py
index 79e742618..61d6f7244 100644
--- a/freqtrade/commands/list_commands.py
+++ b/freqtrade/commands/list_commands.py
@@ -212,8 +212,8 @@ def start_show_trades(args: Dict[str, Any]) -> None:
     if config.get('trade_ids'):
         tfilter.append(Trade.id.in_(config['trade_ids']))
 
-    trades = Trade.get_trades(tfilter)
-    logger.info("Printing Trades: ")
+    trades = Trade.get_trades(tfilter).all()
+    logger.info(f"Printing {len(trades)} Trades: ")
     if config.get('print_json', False):
         print(json.dumps([trade.to_json() for trade in trades], indent=4))
     else:
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index 264ae9a63..0465858c0 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -10,11 +10,13 @@ from freqtrade.commands import (start_convert_data, start_create_userdir,
                                 start_list_hyperopts, start_list_markets,
                                 start_list_strategies, start_list_timeframes,
                                 start_new_hyperopt, start_new_strategy,
-                                start_test_pairlist, start_trading)
+                                start_show_trades, start_test_pairlist,
+                                start_trading)
 from freqtrade.configuration import setup_utils_configuration
 from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
-from tests.conftest import (get_args, log_has, log_has_re, patch_exchange,
+from tests.conftest import (create_mock_trades, get_args, log_has, log_has_re,
+                            patch_exchange,
                             patched_configuration_load_config_file)
 
 
@@ -1040,3 +1042,38 @@ def test_convert_data_trades(mocker, testdatadir):
     assert trades_mock.call_args[1]['convert_from'] == 'jsongz'
     assert trades_mock.call_args[1]['convert_to'] == 'json'
     assert trades_mock.call_args[1]['erase'] is False
+
+
+@pytest.mark.usefixtures("init_persistence")
+def test_show_trades(mocker, fee, capsys, caplog):
+    mocker.patch("freqtrade.persistence.init")
+    create_mock_trades(fee)
+    args = [
+        "show-trades",
+        "--db-url",
+        "sqlite:///"
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_show_trades(pargs)
+    assert log_has("Printing 3 Trades: ", caplog)
+    captured = capsys.readouterr()
+    assert "Trade(id=1" in captured.out
+    assert "Trade(id=2" in captured.out
+    assert "Trade(id=3" in captured.out
+    args = [
+        "show-trades",
+        "--db-url",
+        "sqlite:///",
+        "--print-json",
+        "--tradeids", "1", "2"
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_show_trades(pargs)
+
+    captured = capsys.readouterr()
+    assert log_has("Printing 2 Trades: ", caplog)
+    assert '"trade_id": 1' in captured.out
+    assert '"trade_id": 2' in captured.out
+    assert '"trade_id": 3' not in captured.out

From 7dcef58f15ea7954135b284001bff0c196c8d574 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 2 May 2020 11:50:48 +0200
Subject: [PATCH 0986/1106] Add show-trades to documentation

---
 docs/utils.md | 45 +++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 45 insertions(+)

diff --git a/docs/utils.md b/docs/utils.md
index 57210ac7e..12597220a 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -521,3 +521,48 @@ Prints JSON data with details for the last best epoch (i.e., the best of all epo
 ```
 freqtrade hyperopt-show --best -n -1 --print-json --no-header
 ```
+
+## Show trades
+
+Print selected (or all) trades from database to screen.
+
+```
+usage: freqtrade show-trades [-h] [-v] [--logfile FILE] [-V] [-c PATH]
+                             [-d PATH] [--userdir PATH] [--db-url PATH]
+                             [--tradeids TRADE_IDS [TRADE_IDS ...]]
+                             [--print-json]
+
+optional arguments:
+  -h, --help            show this help message and exit
+  --db-url PATH         Override trades database URL, this is useful in custom
+                        deployments (default: `sqlite:///tradesv3.sqlite` for
+                        Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for
+                        Dry Run).
+  --tradeids TRADE_IDS [TRADE_IDS ...]
+                        Specify Trade ids to trade
+  --print-json          Print output in JSON format.
+
+Common arguments:
+  -v, --verbose         Verbose mode (-vv for more, -vvv to get all messages).
+  --logfile FILE        Log to the file specified. Special values are:
+                        'syslog', 'journald'. See the documentation for more
+                        details.
+  -V, --version         show program's version number and exit
+  -c PATH, --config PATH
+                        Specify configuration file (default:
+                        `userdir/config.json` or `config.json` whichever
+                        exists). Multiple --config options may be used. Can be
+                        set to `-` to read config from stdin.
+  -d PATH, --datadir PATH
+                        Path to directory with historical backtesting data.
+  --userdir PATH, --user-data-dir PATH
+                        Path to userdata directory.
+```
+
+### Examples
+
+Print trades with id 2 and 3 as json
+
+``` bash
+freqtrade show-trades --db-url sqlite:///tradesv3.sqlite --tradeids 2 3 --print-json
+```

From 38c49493606e409aae7b6f8a081e06cca1414e51 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 3 May 2020 10:50:59 +0200
Subject: [PATCH 0987/1106] Align applying of fee when comming from orders or
 trades

---
 freqtrade/freqtradebot.py  | 36 +++++++++++++++++++++++++++---------
 tests/test_freqtradebot.py |  8 ++++----
 2 files changed, 31 insertions(+), 13 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 163c4faaa..5ef4888e0 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1160,6 +1160,23 @@ class FreqtradeBot:
 
         return False
 
+    def apply_fee_conditional(self, trade: Trade, trade_base_currency: str,
+                              amount: float, fee: float) -> float:
+        """
+        Applies the fee to amount (either from Order or from Trades).
+        Can eat into dust if more than the required asset is available.
+        """
+        if fee != 0 and self.wallets.get_free(trade_base_currency) >= amount:
+            # Eat into dust if we own more than base currency
+            logger.info(f"Fee amount for {trade} was in base currency - "
+                        f"Eating Fee {fee} into dust.")
+        elif fee != 0:
+            real_amount = self.exchange.amount_to_precision(trade.pair, amount - fee)
+            logger.info(f"Applying fee on amount for {trade} "
+                        f"(from {amount} to {real_amount}).")
+            return real_amount
+        return amount
+
     def get_real_amount(self, trade: Trade, order: Dict, order_amount: float = None) -> float:
         """
         Detect and update trade fee.
@@ -1181,11 +1198,12 @@ class FreqtradeBot:
             fee_cost, fee_currency, fee_rate = self.exchange.extract_cost_curr_rate(order)
             logger.info(f"Fee for Trade {trade} [{order.get('side')}]: "
                         f"{fee_cost:.8g} {fee_currency} - rate: {fee_rate}")
-            if trade_base_currency == fee_currency:
-                order_amount = order_amount - fee_cost
-                logger.info(f"Applying fee on amount for {trade} (from {order['amount']} "
-                            f"to {order_amount}) from Order")
+
             trade.update_fee(fee_cost, fee_currency, fee_rate, order.get('side', ''))
+            if trade_base_currency == fee_currency:
+                # Apply fee to amount
+                return self.apply_fee_conditional(trade, trade_base_currency,
+                                                  amount=order_amount, fee=fee_cost)
             return order_amount
         return self.fee_detection_from_trades(trade, order, order_amount)
 
@@ -1218,15 +1236,15 @@ class FreqtradeBot:
         # Ensure at least one trade was found:
         if fee_currency:
             # fee_rate should use mean
-
             fee_rate = sum(fee_rate_array) / float(len(fee_rate_array)) if fee_rate_array else None
             trade.update_fee(fee_cost, fee_currency, fee_rate, order.get('side', ''))
 
         if not isclose(amount, order_amount, abs_tol=constants.MATH_CLOSE_PREC):
             logger.warning(f"Amount {amount} does not match amount {trade.amount}")
             raise DependencyException("Half bought? Amounts don't match")
-        real_amount = amount - fee_abs
+
         if fee_abs != 0:
-            logger.info(f"Applying fee on amount for {trade} "
-                        f"(from {order_amount} to {real_amount}) from Trades")
-        return real_amount
+            return self.apply_fee_conditional(trade, trade_base_currency,
+                                              amount=amount, fee=fee_abs)
+        else:
+            return amount
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 19a094fab..4a28147fc 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2221,7 +2221,7 @@ def test_check_handle_timedout_partial_fee(default_conf, ticker, open_trade, cap
     # and apply fees if necessary.
     freqtrade.check_handle_timedout()
 
-    assert log_has_re(r"Applying fee on amount for Trade.* Order", caplog)
+    assert log_has_re(r"Applying fee on amount for Trade.*", caplog)
 
     assert cancel_order_mock.call_count == 1
     assert rpc_mock.call_count == 2
@@ -3301,7 +3301,7 @@ def test_get_real_amount_quote(default_conf, trades_for_order, buy_order_fee, fe
     # Amount is reduced by "fee"
     assert freqtrade.get_real_amount(trade, buy_order_fee) == amount - (amount * 0.001)
     assert log_has('Applying fee on amount for Trade(id=None, pair=LTC/ETH, amount=8.00000000, '
-                   'open_rate=0.24544100, open_since=closed) (from 8.0 to 7.992) from Trades',
+                   'open_rate=0.24544100, open_since=closed) (from 8.0 to 7.992).',
                    caplog)
 
 
@@ -3409,7 +3409,7 @@ def test_get_real_amount_multi(default_conf, trades_for_order2, buy_order_fee, c
     # Amount is reduced by "fee"
     assert freqtrade.get_real_amount(trade, buy_order_fee) == amount - (amount * 0.001)
     assert log_has('Applying fee on amount for Trade(id=None, pair=LTC/ETH, amount=8.00000000, '
-                   'open_rate=0.24544100, open_since=closed) (from 8.0 to 7.992) from Trades',
+                   'open_rate=0.24544100, open_since=closed) (from 8.0 to 7.992).',
                    caplog)
 
 
@@ -3435,7 +3435,7 @@ def test_get_real_amount_fromorder(default_conf, trades_for_order, buy_order_fee
     # Amount is reduced by "fee"
     assert freqtrade.get_real_amount(trade, limit_buy_order) == amount - 0.004
     assert log_has('Applying fee on amount for Trade(id=None, pair=LTC/ETH, amount=8.00000000, '
-                   'open_rate=0.24544100, open_since=closed) (from 8.0 to 7.996) from Order',
+                   'open_rate=0.24544100, open_since=closed) (from 8.0 to 7.996).',
                    caplog)
 
 

From 58168336e1801ba061c5498c007380759756f89d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 3 May 2020 11:13:59 +0200
Subject: [PATCH 0988/1106] Add test for apply_fee_conditional

---
 freqtrade/freqtradebot.py  | 15 ++++++++-------
 tests/test_freqtradebot.py | 24 ++++++++++++++++++++++++
 2 files changed, 32 insertions(+), 7 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 5ef4888e0..1f9573122 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1161,17 +1161,18 @@ class FreqtradeBot:
         return False
 
     def apply_fee_conditional(self, trade: Trade, trade_base_currency: str,
-                              amount: float, fee: float) -> float:
+                              amount: float, fee_abs: float) -> float:
         """
         Applies the fee to amount (either from Order or from Trades).
         Can eat into dust if more than the required asset is available.
         """
-        if fee != 0 and self.wallets.get_free(trade_base_currency) >= amount:
+        self.wallets.update()
+        if fee_abs != 0 and self.wallets.get_free(trade_base_currency) >= amount:
             # Eat into dust if we own more than base currency
             logger.info(f"Fee amount for {trade} was in base currency - "
-                        f"Eating Fee {fee} into dust.")
-        elif fee != 0:
-            real_amount = self.exchange.amount_to_precision(trade.pair, amount - fee)
+                        f"Eating Fee {fee_abs} into dust.")
+        elif fee_abs != 0:
+            real_amount = self.exchange.amount_to_precision(trade.pair, amount - fee_abs)
             logger.info(f"Applying fee on amount for {trade} "
                         f"(from {amount} to {real_amount}).")
             return real_amount
@@ -1203,7 +1204,7 @@ class FreqtradeBot:
             if trade_base_currency == fee_currency:
                 # Apply fee to amount
                 return self.apply_fee_conditional(trade, trade_base_currency,
-                                                  amount=order_amount, fee=fee_cost)
+                                                  amount=order_amount, fee_abs=fee_cost)
             return order_amount
         return self.fee_detection_from_trades(trade, order, order_amount)
 
@@ -1245,6 +1246,6 @@ class FreqtradeBot:
 
         if fee_abs != 0:
             return self.apply_fee_conditional(trade, trade_base_currency,
-                                              amount=amount, fee=fee_abs)
+                                              amount=amount, fee_abs=fee_abs)
         else:
             return amount
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 4a28147fc..e69c88a13 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -3305,6 +3305,30 @@ def test_get_real_amount_quote(default_conf, trades_for_order, buy_order_fee, fe
                    caplog)
 
 
+def test_get_real_amount_quote_dust(default_conf, trades_for_order, buy_order_fee, fee, caplog, mocker):
+    mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order', return_value=trades_for_order)
+    walletmock = mocker.patch('freqtrade.wallets.Wallets.update')
+    mocker.patch('freqtrade.wallets.Wallets.get_free', return_value=8.1122)
+    amount = sum(x['amount'] for x in trades_for_order)
+    trade = Trade(
+        pair='LTC/ETH',
+        amount=amount,
+        exchange='binance',
+        open_rate=0.245441,
+        fee_open=fee.return_value,
+        fee_close=fee.return_value,
+        open_order_id="123456"
+    )
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
+
+    walletmock.reset_mock()
+    # Amount is kept as is
+    assert freqtrade.get_real_amount(trade, buy_order_fee) == amount
+    assert walletmock.call_count == 1
+    assert log_has_re(r'Fee amount for Trade.* was in base currency '
+                        '- Eating Fee 0.008 into dust', caplog)
+
+
 def test_get_real_amount_no_trade(default_conf, buy_order_fee, caplog, mocker, fee):
     mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order', return_value=[])
 

From 72282a22396b59ee92c4e6a3c01dd365dafac9e3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 3 May 2020 11:28:29 +0200
Subject: [PATCH 0989/1106] Add explicit test for fee_conditional

---
 tests/test_freqtradebot.py | 35 +++++++++++++++++++++++++++++++++--
 1 file changed, 33 insertions(+), 2 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index e69c88a13..2c97b9fe1 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -3305,7 +3305,8 @@ def test_get_real_amount_quote(default_conf, trades_for_order, buy_order_fee, fe
                    caplog)
 
 
-def test_get_real_amount_quote_dust(default_conf, trades_for_order, buy_order_fee, fee, caplog, mocker):
+def test_get_real_amount_quote_dust(default_conf, trades_for_order, buy_order_fee, fee,
+                                    caplog, mocker):
     mocker.patch('freqtrade.exchange.Exchange.get_trades_for_order', return_value=trades_for_order)
     walletmock = mocker.patch('freqtrade.wallets.Wallets.update')
     mocker.patch('freqtrade.wallets.Wallets.get_free', return_value=8.1122)
@@ -3326,7 +3327,7 @@ def test_get_real_amount_quote_dust(default_conf, trades_for_order, buy_order_fe
     assert freqtrade.get_real_amount(trade, buy_order_fee) == amount
     assert walletmock.call_count == 1
     assert log_has_re(r'Fee amount for Trade.* was in base currency '
-                        '- Eating Fee 0.008 into dust', caplog)
+                      '- Eating Fee 0.008 into dust', caplog)
 
 
 def test_get_real_amount_no_trade(default_conf, buy_order_fee, caplog, mocker, fee):
@@ -3572,6 +3573,36 @@ def test_get_real_amount_open_trade(default_conf, fee, mocker):
     assert freqtrade.get_real_amount(trade, order) == amount
 
 
+@pytest.mark.parametrize('amount,fee_abs,wallet,amount_exp', [
+    (8.0, 0.0, 10, 8),
+    (8.0, 0.0, 0, 8),
+    (8.0, 0.1, 0, 7.9),
+    (8.0, 0.1, 10, 8),
+    (8.0, 0.1, 8.0, 8.0),
+    (8.0, 0.1, 7.9, 7.9),
+])
+def test_apply_fee_conditional(default_conf, fee, caplog, mocker,
+                               amount, fee_abs, wallet, amount_exp):
+    walletmock = mocker.patch('freqtrade.wallets.Wallets.update')
+    # mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
+    mocker.patch('freqtrade.wallets.Wallets.get_free', return_value=wallet)
+    trade = Trade(
+        pair='LTC/ETH',
+        amount=amount,
+        exchange='binance',
+        open_rate=0.245441,
+        fee_open=fee.return_value,
+        fee_close=fee.return_value,
+        open_order_id="123456"
+    )
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
+
+    walletmock.reset_mock()
+    # Amount is kept as is
+    assert freqtrade.apply_fee_conditional(trade, 'LTC', amount, fee_abs) == amount_exp
+    assert walletmock.call_count == 1
+
+
 def test_order_book_depth_of_market(default_conf, ticker, limit_buy_order, fee, mocker,
                                     order_book_l2):
     default_conf['bid_strategy']['check_depth_of_market']['enabled'] = True

From 81397874eb3a2002136f8ffdd544408fe8755c2b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 3 May 2020 11:29:51 +0200
Subject: [PATCH 0990/1106] Remove commented mock

---
 tests/test_freqtradebot.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 2c97b9fe1..11d9abb31 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -3584,7 +3584,6 @@ def test_get_real_amount_open_trade(default_conf, fee, mocker):
 def test_apply_fee_conditional(default_conf, fee, caplog, mocker,
                                amount, fee_abs, wallet, amount_exp):
     walletmock = mocker.patch('freqtrade.wallets.Wallets.update')
-    # mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
     mocker.patch('freqtrade.wallets.Wallets.get_free', return_value=wallet)
     trade = Trade(
         pair='LTC/ETH',

From e92d3867cfc54a95d3625c3c35c57a7538ec0111 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 3 May 2020 15:25:54 +0200
Subject: [PATCH 0991/1106] Fix failing test

---
 tests/test_freqtradebot.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 11d9abb31..b426368c9 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2202,6 +2202,7 @@ def test_check_handle_timedout_partial_fee(default_conf, ticker, open_trade, cap
                                            limit_buy_order_old_partial_canceled, mocker) -> None:
     rpc_mock = patch_RPCManager(mocker)
     cancel_order_mock = MagicMock(return_value=limit_buy_order_old_partial_canceled)
+    mocker.patch('freqtrade.wallets.Wallets.get_free', MagicMock(return_value=0))
     patch_exchange(mocker)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',

From 1c9c72937e078265be0212fe79edca03b89881ee Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 3 May 2020 15:32:09 +0200
Subject: [PATCH 0992/1106] Adjust trade-ids param

---
 docs/utils.md                     | 8 ++++----
 freqtrade/commands/cli_options.py | 4 ++--
 tests/commands/test_commands.py   | 2 +-
 3 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/docs/utils.md b/docs/utils.md
index 12597220a..7ed31376f 100644
--- a/docs/utils.md
+++ b/docs/utils.md
@@ -529,7 +529,7 @@ Print selected (or all) trades from database to screen.
 ```
 usage: freqtrade show-trades [-h] [-v] [--logfile FILE] [-V] [-c PATH]
                              [-d PATH] [--userdir PATH] [--db-url PATH]
-                             [--tradeids TRADE_IDS [TRADE_IDS ...]]
+                             [--trade-ids TRADE_IDS [TRADE_IDS ...]]
                              [--print-json]
 
 optional arguments:
@@ -538,8 +538,8 @@ optional arguments:
                         deployments (default: `sqlite:///tradesv3.sqlite` for
                         Live Run mode, `sqlite:///tradesv3.dryrun.sqlite` for
                         Dry Run).
-  --tradeids TRADE_IDS [TRADE_IDS ...]
-                        Specify Trade ids to trade
+  --trade-ids TRADE_IDS [TRADE_IDS ...]
+                        Specify the list of trade ids.
   --print-json          Print output in JSON format.
 
 Common arguments:
@@ -564,5 +564,5 @@ Common arguments:
 Print trades with id 2 and 3 as json
 
 ``` bash
-freqtrade show-trades --db-url sqlite:///tradesv3.sqlite --tradeids 2 3 --print-json
+freqtrade show-trades --db-url sqlite:///tradesv3.sqlite --trade-ids 2 3 --print-json
 ```
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 4c51802f0..a8f2ffdba 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -426,8 +426,8 @@ AVAILABLE_CLI_OPTIONS = {
         default="file",
     ),
     "trade_ids": Arg(
-        '--tradeids',
-        help='Specify Trade ids to trade',
+        '--trade-ids',
+        help='Specify the list of trade ids.',
         nargs='+',
     ),
     # hyperopt-list, hyperopt-show
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index 0465858c0..2796a8b45 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -1066,7 +1066,7 @@ def test_show_trades(mocker, fee, capsys, caplog):
         "--db-url",
         "sqlite:///",
         "--print-json",
-        "--tradeids", "1", "2"
+        "--trade-ids", "1", "2"
     ]
     pargs = get_args(args)
     pargs['config'] = None

From 690bb7646a35839ce434062800f1841dbd1adaf9 Mon Sep 17 00:00:00 2001
From: Florian Merz <florian.p.m@gmail.com>
Date: Sun, 3 May 2020 16:54:42 +0200
Subject: [PATCH 0993/1106] hyperopt csv export - add params

---
 freqtrade/optimize/hyperopt.py | 19 +++++++++++++------
 1 file changed, 13 insertions(+), 6 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 02695d1aa..29d48802c 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -387,12 +387,19 @@ class Hyperopt:
         trials = json_normalize(results, max_level=1)
         trials['Best'] = ''
         trials['Stake currency'] = config['stake_currency']
-        trials = trials[['Best', 'current_epoch', 'results_metrics.trade_count',
-                         'results_metrics.avg_profit', 'results_metrics.total_profit',
-                         'Stake currency', 'results_metrics.profit', 'results_metrics.duration',
-                         'loss', 'is_initial_point', 'is_best']]
-        trials.columns = ['Best', 'Epoch', 'Trades', 'Avg profit', 'Total profit', 'Stake currency',
-                          'Profit', 'Avg duration', 'Objective', 'is_initial_point', 'is_best']
+
+        base_metrics = ['Best', 'current_epoch', 'results_metrics.trade_count', 
+                   'results_metrics.avg_profit', 'results_metrics.total_profit',
+                   'Stake currency', 'results_metrics.profit', 'results_metrics.duration',
+                   'loss', 'is_initial_point', 'is_best']
+        param_metrics = [("params_dict."+param) for param in results[0]['params_dict'].keys()]
+        trials = trials[base_metrics + param_metrics]
+
+        base_metrics_columns = ['Best', 'Epoch', 'Trades', 'Avg profit', 'Total profit', 'Stake currency',
+                               'Profit', 'Avg duration', 'Objective', 'is_initial_point', 'is_best']
+        param_metrics_columns = list(results[0]['params_dict'].keys())
+        trials.columns = base_metrics_columns + param_metrics_columns
+
         trials['is_profit'] = False
         trials.loc[trials['is_initial_point'], 'Best'] = '*'
         trials.loc[trials['is_best'], 'Best'] = 'Best'

From 889a153731451fa180e845eeb8a8e0b3f481d35d Mon Sep 17 00:00:00 2001
From: Florian Merz <florian.p.m@gmail.com>
Date: Sun, 3 May 2020 17:29:56 +0200
Subject: [PATCH 0994/1106] fix PEP8

---
 freqtrade/optimize/hyperopt.py | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/freqtrade/optimize/hyperopt.py b/freqtrade/optimize/hyperopt.py
index 29d48802c..3a28de785 100644
--- a/freqtrade/optimize/hyperopt.py
+++ b/freqtrade/optimize/hyperopt.py
@@ -388,17 +388,17 @@ class Hyperopt:
         trials['Best'] = ''
         trials['Stake currency'] = config['stake_currency']
 
-        base_metrics = ['Best', 'current_epoch', 'results_metrics.trade_count', 
-                   'results_metrics.avg_profit', 'results_metrics.total_profit',
-                   'Stake currency', 'results_metrics.profit', 'results_metrics.duration',
-                   'loss', 'is_initial_point', 'is_best']
+        base_metrics = ['Best', 'current_epoch', 'results_metrics.trade_count',
+                        'results_metrics.avg_profit', 'results_metrics.total_profit',
+                        'Stake currency', 'results_metrics.profit', 'results_metrics.duration',
+                        'loss', 'is_initial_point', 'is_best']
         param_metrics = [("params_dict."+param) for param in results[0]['params_dict'].keys()]
         trials = trials[base_metrics + param_metrics]
 
-        base_metrics_columns = ['Best', 'Epoch', 'Trades', 'Avg profit', 'Total profit', 'Stake currency',
-                               'Profit', 'Avg duration', 'Objective', 'is_initial_point', 'is_best']
-        param_metrics_columns = list(results[0]['params_dict'].keys())
-        trials.columns = base_metrics_columns + param_metrics_columns
+        base_columns = ['Best', 'Epoch', 'Trades', 'Avg profit', 'Total profit', 'Stake currency',
+                        'Profit', 'Avg duration', 'Objective', 'is_initial_point', 'is_best']
+        param_columns = list(results[0]['params_dict'].keys())
+        trials.columns = base_columns + param_columns
 
         trials['is_profit'] = False
         trials.loc[trials['is_initial_point'], 'Best'] = '*'

From 2a4c9bf3d38d48fcf5aa0a06692137fd3ec4fbfa Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 3 May 2020 20:32:45 +0200
Subject: [PATCH 0995/1106] Improve logmessage when falling back to wallet
 amount

---
 freqtrade/freqtradebot.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 7ae87e807..30eebb962 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -982,7 +982,7 @@ class FreqtradeBot:
         if wallet_amount >= amount:
             return amount
         elif wallet_amount > amount * 0.98:
-            logger.info(f"{pair} - Falling back to wallet-amount.")
+            logger.info(f"{pair} - Falling back to wallet-amount {wallet_amount} -> {amount}.")
             return wallet_amount
         else:
             raise DependencyException(

From b38f9ed5e7967e116a36ff088f1ade46e61a1abd Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 3 May 2020 20:44:18 +0200
Subject: [PATCH 0996/1106] Increase cache for rate limit to avoid delays

Helps when calling /status or /status table frequently on slowish
exchanges
---
 freqtrade/freqtradebot.py | 7 +++++--
 tests/conftest.py         | 3 ++-
 2 files changed, 7 insertions(+), 3 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 7ae87e807..32fbde562 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -54,8 +54,11 @@ class FreqtradeBot:
         # Init objects
         self.config = config
 
-        self._sell_rate_cache = TTLCache(maxsize=100, ttl=5)
-        self._buy_rate_cache = TTLCache(maxsize=100, ttl=5)
+        _process_throttle_secs = self.config['internals'].get('process_throttle_secs',
+                                                              constants.PROCESS_THROTTLE_SECS)
+        # Use 3x process_throttle_secs for caching to avoid delays in RPC methods.
+        self._sell_rate_cache = TTLCache(maxsize=100, ttl=_process_throttle_secs * 3)
+        self._buy_rate_cache = TTLCache(maxsize=100, ttl=_process_throttle_secs * 3)
 
         self.strategy: IStrategy = StrategyResolver.load_strategy(self.config)
 
diff --git a/tests/conftest.py b/tests/conftest.py
index d95475b8c..5c2e3e8e9 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -304,7 +304,8 @@ def default_conf(testdatadir):
         "user_data_dir": Path("user_data"),
         "verbosity": 3,
         "strategy_path": str(Path(__file__).parent / "strategy" / "strats"),
-        "strategy": "DefaultStrategy"
+        "strategy": "DefaultStrategy",
+        "internals": {},
     }
     return configuration
 

From f7a3bb82da64fff55db045c0e3c5b9cfcfa91a61 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 4 May 2020 09:16:28 +0000
Subject: [PATCH 0997/1106] Bump numpy from 1.18.3 to 1.18.4

Bumps [numpy](https://github.com/numpy/numpy) from 1.18.3 to 1.18.4.
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/master/doc/HOWTO_RELEASE.rst.txt)
- [Commits](https://github.com/numpy/numpy/compare/v1.18.3...v1.18.4)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index 967f8df10..18cab206b 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
 # Load common requirements
 -r requirements-common.txt
 
-numpy==1.18.3
+numpy==1.18.4
 pandas==1.0.3

From a14e027ad4a7449025b615b6861c79f56c287488 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 4 May 2020 09:16:50 +0000
Subject: [PATCH 0998/1106] Bump arrow from 0.15.5 to 0.15.6

Bumps [arrow](https://github.com/crsmithdev/arrow) from 0.15.5 to 0.15.6.
- [Release notes](https://github.com/crsmithdev/arrow/releases)
- [Changelog](https://github.com/crsmithdev/arrow/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/crsmithdev/arrow/compare/0.15.5...0.15.6)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index a53fc3999..9de50f800 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -3,7 +3,7 @@
 ccxt==1.27.1
 SQLAlchemy==1.3.16
 python-telegram-bot==12.6.1
-arrow==0.15.5
+arrow==0.15.6
 cachetools==4.1.0
 requests==2.23.0
 urllib3==1.25.9

From 68f0b105a989213f5a42b75ecdfad67bbb651b48 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 4 May 2020 09:17:23 +0000
Subject: [PATCH 0999/1106] Bump pytest-asyncio from 0.11.0 to 0.12.0

Bumps [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) from 0.11.0 to 0.12.0.
- [Release notes](https://github.com/pytest-dev/pytest-asyncio/releases)
- [Commits](https://github.com/pytest-dev/pytest-asyncio/compare/v0.11.0...v0.12.0)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index 508716bde..9881df083 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -9,7 +9,7 @@ flake8-type-annotations==0.1.0
 flake8-tidy-imports==4.1.0
 mypy==0.770
 pytest==5.4.1
-pytest-asyncio==0.11.0
+pytest-asyncio==0.12.0
 pytest-cov==2.8.1
 pytest-mock==3.1.0
 pytest-random-order==1.0.4

From 2c352e6b82a55367fb313eae69fa7ebe531d74bd Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 4 May 2020 09:18:02 +0000
Subject: [PATCH 1000/1106] Bump progressbar2 from 3.51.0 to 3.51.3

Bumps [progressbar2](https://github.com/WoLpH/python-progressbar) from 3.51.0 to 3.51.3.
- [Release notes](https://github.com/WoLpH/python-progressbar/releases)
- [Changelog](https://github.com/WoLpH/python-progressbar/blob/develop/CHANGES.rst)
- [Commits](https://github.com/WoLpH/python-progressbar/compare/v3.51.0...v3.51.3)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-hyperopt.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-hyperopt.txt b/requirements-hyperopt.txt
index b0e18867d..9afd07357 100644
--- a/requirements-hyperopt.txt
+++ b/requirements-hyperopt.txt
@@ -7,4 +7,4 @@ scikit-learn==0.22.2.post1
 scikit-optimize==0.7.4
 filelock==3.0.12
 joblib==0.14.1
-progressbar2==3.51.0
+progressbar2==3.51.3

From 611b9c88d1019a21c41d142a4bb2cd0d38152b49 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 4 May 2020 09:18:49 +0000
Subject: [PATCH 1001/1106] Bump ccxt from 1.27.1 to 1.27.20

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.27.1 to 1.27.20.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/doc/exchanges-by-country.rst)
- [Commits](https://github.com/ccxt/ccxt/compare/1.27.1...1.27.20)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index a53fc3999..b910db9b3 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.27.1
+ccxt==1.27.20
 SQLAlchemy==1.3.16
 python-telegram-bot==12.6.1
 arrow==0.15.5

From 32eb1c570524ebc2bbf3c2656f102b32ec5d46b7 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 4 May 2020 09:19:26 +0000
Subject: [PATCH 1002/1106] Bump mkdocs-material from 5.1.3 to 5.1.5

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material) from 5.1.3 to 5.1.5.
- [Release notes](https://github.com/squidfunk/mkdocs-material/releases)
- [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG)
- [Commits](https://github.com/squidfunk/mkdocs-material/compare/5.1.3...5.1.5)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 docs/requirements-docs.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/requirements-docs.txt b/docs/requirements-docs.txt
index 1c0e280ae..e9553a8e4 100644
--- a/docs/requirements-docs.txt
+++ b/docs/requirements-docs.txt
@@ -1,2 +1,2 @@
-mkdocs-material==5.1.3
+mkdocs-material==5.1.5
 mdx_truly_sane_lists==1.2

From 5dde6d3fac65a1502c85cf8dc67ad918f52236f0 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 4 May 2020 12:40:24 +0000
Subject: [PATCH 1003/1106] Bump python-telegram-bot from 12.6.1 to 12.7

Bumps [python-telegram-bot](https://github.com/python-telegram-bot/python-telegram-bot) from 12.6.1 to 12.7.
- [Release notes](https://github.com/python-telegram-bot/python-telegram-bot/releases)
- [Changelog](https://github.com/python-telegram-bot/python-telegram-bot/blob/master/CHANGES.rst)
- [Commits](https://github.com/python-telegram-bot/python-telegram-bot/compare/v12.6.1...v12.7)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index d9808a19f..cd302e348 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -2,7 +2,7 @@
 # mainly used for Raspberry pi installs
 ccxt==1.27.20
 SQLAlchemy==1.3.16
-python-telegram-bot==12.6.1
+python-telegram-bot==12.7
 arrow==0.15.6
 cachetools==4.1.0
 requests==2.23.0

From 648723fb8325fe3e3c4fb1a371ed360b1b0d6e32 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 5 May 2020 06:32:03 +0200
Subject: [PATCH 1004/1106] Use 30min rate cache

---
 freqtrade/freqtradebot.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 32fbde562..86c8e03b7 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -54,11 +54,11 @@ class FreqtradeBot:
         # Init objects
         self.config = config
 
-        _process_throttle_secs = self.config['internals'].get('process_throttle_secs',
-                                                              constants.PROCESS_THROTTLE_SECS)
-        # Use 3x process_throttle_secs for caching to avoid delays in RPC methods.
-        self._sell_rate_cache = TTLCache(maxsize=100, ttl=_process_throttle_secs * 3)
-        self._buy_rate_cache = TTLCache(maxsize=100, ttl=_process_throttle_secs * 3)
+        # Cache values for 1800 to avoid frequent polling of the exchange for prices
+        # Caching only applies to RPC methods, so prices for open trades are still
+        # refreshed once every iteration.
+        self._sell_rate_cache = TTLCache(maxsize=100, ttl=1800)
+        self._buy_rate_cache = TTLCache(maxsize=100, ttl=1800)
 
         self.strategy: IStrategy = StrategyResolver.load_strategy(self.config)
 

From f040c2068850641bea7c04ff2b991dbaf728dfbb Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 5 May 2020 06:41:01 +0200
Subject: [PATCH 1005/1106] Use filled in tests

---
 tests/test_freqtradebot.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 6f2ce9f3c..a098709a6 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2348,11 +2348,12 @@ def test_handle_timedout_limit_buy_corder_empty(mocker, default_conf, limit_buy_
     trade = MagicMock()
     trade.pair = 'LTC/ETH'
     limit_buy_order['remaining'] = limit_buy_order['amount']
+    limit_buy_order['filled'] = 0.0
     assert freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
     assert cancel_order_mock.call_count == 1
 
     cancel_order_mock.reset_mock()
-    limit_buy_order['amount'] = 2
+    limit_buy_order['filled'] = 1.0
     assert not freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
     assert cancel_order_mock.call_count == 1
 

From b4aeb93a183d53d456ce81bdd5f28b941b88aebe Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 5 May 2020 07:07:42 +0200
Subject: [PATCH 1006/1106] Add test testing the different ways exchanges may
 return data

---
 tests/conftest.py          | 93 ++++++++++++++++++++++++++++++++++++++
 tests/test_freqtradebot.py | 25 +++++++++-
 2 files changed, 116 insertions(+), 2 deletions(-)

diff --git a/tests/conftest.py b/tests/conftest.py
index d95475b8c..29bb36f64 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -877,6 +877,99 @@ def limit_buy_order_old_partial_canceled(limit_buy_order_old_partial):
     return res
 
 
+@pytest.fixture(scope='function')
+def limit_buy_order_canceled_empty(request):
+    # Indirect fixture
+    # Documentation:
+    # https://docs.pytest.org/en/latest/example/parametrize.html#apply-indirect-on-particular-arguments
+
+    exchange_name = request.param
+    if exchange_name == 'ftx':
+        return {
+            'info': {},
+            'id': '1234512345',
+            'clientOrderId': None,
+            'timestamp': arrow.utcnow().shift(minutes=-601).timestamp,
+            'datetime': arrow.utcnow().shift(minutes=-601).isoformat(),
+            'lastTradeTimestamp': None,
+            'symbol': 'LTC/USDT',
+            'type': 'limit',
+            'side': 'buy',
+            'price': 34.3225,
+            'amount': 0.55,
+            'cost': 0.0,
+            'average': None,
+            'filled': 0.0,
+            'remaining': 0.0,
+            'status': 'closed',
+            'fee': None,
+            'trades': None
+        }
+    elif exchange_name == 'kraken':
+        return {
+            'info': {},
+            'id': 'AZNPFF-4AC4N-7MKTAT',
+            'clientOrderId': None,
+            'timestamp': arrow.utcnow().shift(minutes=-601).timestamp,
+            'datetime': arrow.utcnow().shift(minutes=-601).isoformat(),
+            'lastTradeTimestamp': None,
+            'status': 'canceled',
+            'symbol': 'LTC/USDT',
+            'type': 'limit',
+            'side': 'buy',
+            'price': 34.3225,
+            'cost': 0.0,
+            'amount': 0.55,
+            'filled': 0.0,
+            'average': 0.0,
+            'remaining': 0.55,
+            'fee': {'cost': 0.0, 'rate': None, 'currency': 'USDT'},
+            'trades': []
+        }
+    elif exchange_name == 'binance':
+        return {
+            'info': {},
+            'id': '1234512345',
+            'clientOrderId': 'alb1234123',
+            'timestamp': arrow.utcnow().shift(minutes=-601).timestamp,
+            'datetime': arrow.utcnow().shift(minutes=-601).isoformat(),
+            'lastTradeTimestamp': None,
+            'symbol': 'LTC/USDT',
+            'type': 'limit',
+            'side': 'buy',
+            'price': 0.016804,
+            'amount': 0.55,
+            'cost': 0.0,
+            'average': None,
+            'filled': 0.0,
+            'remaining': 0.55,
+            'status': 'canceled',
+            'fee': None,
+            'trades': None
+        }
+    else:
+        return {
+            'info': {},
+            'id': '1234512345',
+            'clientOrderId': 'alb1234123',
+            'timestamp': arrow.utcnow().shift(minutes=-601).timestamp,
+            'datetime': arrow.utcnow().shift(minutes=-601).isoformat(),
+            'lastTradeTimestamp': None,
+            'symbol': 'LTC/USDT',
+            'type': 'limit',
+            'side': 'buy',
+            'price': 0.016804,
+            'amount': 0.55,
+            'cost': 0.0,
+            'average': None,
+            'filled': 0.0,
+            'remaining': 0.55,
+            'status': 'canceled',
+            'fee': None,
+            'trades': None
+        }
+
+
 @pytest.fixture
 def limit_sell_order():
     return {
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index a098709a6..2b5127cc0 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2313,12 +2313,12 @@ def test_handle_timedout_limit_buy(mocker, caplog, default_conf, limit_buy_order
     Trade.session = MagicMock()
     trade = MagicMock()
     trade.pair = 'LTC/ETH'
-    limit_buy_order['remaining'] = limit_buy_order['amount']
+    limit_buy_order['filled'] = 0
     assert freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
     assert cancel_order_mock.call_count == 1
 
     cancel_order_mock.reset_mock()
-    limit_buy_order['amount'] = 2
+    limit_buy_order['filled'] = 2
     assert not freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
     assert cancel_order_mock.call_count == 1
 
@@ -2326,6 +2326,27 @@ def test_handle_timedout_limit_buy(mocker, caplog, default_conf, limit_buy_order
     assert not freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
 
 
+@pytest.mark.parametrize("limit_buy_order_canceled_empty", ['binance', 'ftx', 'kraken', 'bittrex'],
+                         indirect=['limit_buy_order_canceled_empty'])
+def test_handle_timedout_limit_buy_exchanges(mocker, caplog, default_conf,
+                                             limit_buy_order_canceled_empty) -> None:
+    patch_RPCManager(mocker)
+    patch_exchange(mocker)
+    cancel_order_mock = mocker.patch(
+        'freqtrade.exchange.Exchange.cancel_order_with_result',
+        return_value=limit_buy_order_canceled_empty)
+
+    freqtrade = FreqtradeBot(default_conf)
+
+    Trade.session = MagicMock()
+    trade = MagicMock()
+    trade.pair = 'LTC/ETH'
+    assert freqtrade.handle_timedout_limit_buy(trade, limit_buy_order_canceled_empty)
+    assert cancel_order_mock.call_count == 0
+    assert log_has_re(r'Buy order fully cancelled. Removing .* from database\.', caplog)
+
+
+
 @pytest.mark.parametrize('cancelorder', [
     {},
     {'remaining': None},

From 981976681a88423117ef9bd6fe18e56f96df4476 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 5 May 2020 07:08:24 +0200
Subject: [PATCH 1007/1106] Use filled, it's the safer choice when determining
 the filled amount.

---
 freqtrade/freqtradebot.py  | 7 +++----
 tests/test_freqtradebot.py | 1 -
 2 files changed, 3 insertions(+), 5 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 30eebb962..9db7e4467 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -898,7 +898,7 @@ class FreqtradeBot:
         Buy timeout - cancel order
         :return: True if order was fully cancelled
         """
-        if order['status'] != 'canceled':
+        if order['status'] not in ('canceled', 'closed'):
             reason = "cancelled due to timeout"
             corder = self.exchange.cancel_order_with_result(trade.open_order_id, trade.pair,
                                                             trade.amount)
@@ -909,7 +909,7 @@ class FreqtradeBot:
 
         logger.info('Buy order %s for %s.', reason, trade)
 
-        if safe_value_fallback(corder, order, 'remaining', 'remaining') == order['amount']:
+        if safe_value_fallback(corder, order, 'filled', 'filled') == 0.0:
             logger.info('Buy order fully cancelled. Removing %s from database.', trade)
             # if trade is not partially completed, just delete the trade
             Trade.session.delete(trade)
@@ -921,8 +921,7 @@ class FreqtradeBot:
         # cancel_order may not contain the full order dict, so we need to fallback
         # to the order dict aquired before cancelling.
         # we need to fall back to the values from order if corder does not contain these keys.
-        trade.amount = order['amount'] - safe_value_fallback(corder, order,
-                                                             'remaining', 'remaining')
+        trade.amount = safe_value_fallback(corder, order, 'filled', 'filled')
         trade.stake_amount = trade.amount * trade.open_rate
         self.update_trade_state(trade, corder, trade.amount)
 
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 2b5127cc0..f2b2f6b5c 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2346,7 +2346,6 @@ def test_handle_timedout_limit_buy_exchanges(mocker, caplog, default_conf,
     assert log_has_re(r'Buy order fully cancelled. Removing .* from database\.', caplog)
 
 
-
 @pytest.mark.parametrize('cancelorder', [
     {},
     {'remaining': None},

From d3a0ab8096bcd119ca3fd57c4880a8648783ee4d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 5 May 2020 07:12:49 +0200
Subject: [PATCH 1008/1106] Change mock-status to be open when testing
 unfilled...

---
 tests/test_freqtradebot.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index f2b2f6b5c..7a30e9015 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2314,6 +2314,7 @@ def test_handle_timedout_limit_buy(mocker, caplog, default_conf, limit_buy_order
     trade = MagicMock()
     trade.pair = 'LTC/ETH'
     limit_buy_order['filled'] = 0
+    limit_buy_order['status'] = 'open'
     assert freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
     assert cancel_order_mock.call_count == 1
 
@@ -2367,8 +2368,9 @@ def test_handle_timedout_limit_buy_corder_empty(mocker, default_conf, limit_buy_
     Trade.session = MagicMock()
     trade = MagicMock()
     trade.pair = 'LTC/ETH'
-    limit_buy_order['remaining'] = limit_buy_order['amount']
     limit_buy_order['filled'] = 0.0
+    limit_buy_order['status'] = 'open'
+
     assert freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
     assert cancel_order_mock.call_count == 1
 

From ffef4bc4744b03ac35e625924c034c0b7dacb51f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 5 May 2020 19:48:28 +0200
Subject: [PATCH 1009/1106] Humanize show-trades error when no database is
 specified

---
 freqtrade/commands/list_commands.py | 5 +++++
 tests/commands/test_commands.py     | 8 ++++++++
 2 files changed, 13 insertions(+)

diff --git a/freqtrade/commands/list_commands.py b/freqtrade/commands/list_commands.py
index 61d6f7244..e5131f9b2 100644
--- a/freqtrade/commands/list_commands.py
+++ b/freqtrade/commands/list_commands.py
@@ -206,6 +206,11 @@ def start_show_trades(args: Dict[str, Any]) -> None:
     from freqtrade.persistence import init, Trade
     import json
     config = setup_utils_configuration(args, RunMode.UTIL_NO_EXCHANGE)
+
+    if 'db_url' not in config:
+        raise OperationalException("--db-url is required for this command.")
+
+    logger.info(f'Using DB: "{config["db_url"]}"')
     init(config['db_url'], clean_open_orders=False)
     tfilter = []
 
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index 2796a8b45..93b123069 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -1077,3 +1077,11 @@ def test_show_trades(mocker, fee, capsys, caplog):
     assert '"trade_id": 1' in captured.out
     assert '"trade_id": 2' in captured.out
     assert '"trade_id": 3' not in captured.out
+    args = [
+        "show-trades",
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+
+    with pytest.raises(OperationalException, match=r"--db-url is required for this command."):
+        start_show_trades(pargs)

From e4023a6567cdf50b40c1aee1427c5ceaadcff38b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 5 May 2020 21:19:35 +0200
Subject: [PATCH 1010/1106] Add some minor things to show_config

---
 freqtrade/rpc/rpc.py            | 2 ++
 freqtrade/state.py              | 3 +++
 tests/rpc/test_rpc_apiserver.py | 1 +
 3 files changed, 6 insertions(+)

diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 8645e466e..10eeb572f 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -94,6 +94,7 @@ class RPC:
             'dry_run': config['dry_run'],
             'stake_currency': config['stake_currency'],
             'stake_amount': config['stake_amount'],
+            'max_open_trades': config['max_open_trades'],
             'minimal_roi': config['minimal_roi'].copy(),
             'stoploss': config['stoploss'],
             'trailing_stop': config['trailing_stop'],
@@ -103,6 +104,7 @@ class RPC:
             'ticker_interval': config['ticker_interval'],
             'exchange': config['exchange']['name'],
             'strategy': config['strategy'],
+            'state': str(self._freqtrade.state)
         }
         return val
 
diff --git a/freqtrade/state.py b/freqtrade/state.py
index 415f6f5f2..38784c6a4 100644
--- a/freqtrade/state.py
+++ b/freqtrade/state.py
@@ -14,6 +14,9 @@ class State(Enum):
     STOPPED = 2
     RELOAD_CONF = 3
 
+    def __str__(self):
+        return f"{self.name.lower()}"
+
 
 class RunMode(Enum):
     """
diff --git a/tests/rpc/test_rpc_apiserver.py b/tests/rpc/test_rpc_apiserver.py
index 6548790cb..9b2f893e3 100644
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -283,6 +283,7 @@ def test_api_show_config(botclient, mocker):
     assert 'dry_run' in rc.json
     assert rc.json['exchange'] == 'bittrex'
     assert rc.json['ticker_interval'] == '5m'
+    assert rc.json['state'] == 'running'
     assert not rc.json['trailing_stop']
 
 

From 593d13ebddde143b438f59eb7ff84991c903e2cf Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 5 May 2020 21:21:05 +0200
Subject: [PATCH 1011/1106] Show new values also in Telegram

---
 freqtrade/rpc/telegram.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py
index a21f7556c..38888313e 100644
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@@ -621,10 +621,12 @@ class Telegram(RPC):
             f"*Mode:* `{'Dry-run' if val['dry_run'] else 'Live'}`\n"
             f"*Exchange:* `{val['exchange']}`\n"
             f"*Stake per trade:* `{val['stake_amount']} {val['stake_currency']}`\n"
+            f"*Max open Trades:* `{val['max_open_trades']}`\n"
             f"*Minimum ROI:* `{val['minimal_roi']}`\n"
             f"{sl_info}"
             f"*Ticker Interval:* `{val['ticker_interval']}`\n"
-            f"*Strategy:* `{val['strategy']}`"
+            f"*Strategy:* `{val['strategy']}\n`"
+            f"*Current state:* `{val['state']}`"
         )
 
     def _send_msg(self, msg: str, parse_mode: ParseMode = ParseMode.MARKDOWN) -> None:

From a62d7495ca443d3c17997604106d62c4debf2300 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 5 May 2020 21:28:59 +0200
Subject: [PATCH 1012/1106] FIx typo in telegram method

---
 freqtrade/rpc/telegram.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py
index 38888313e..66d8ad936 100644
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@@ -625,7 +625,7 @@ class Telegram(RPC):
             f"*Minimum ROI:* `{val['minimal_roi']}`\n"
             f"{sl_info}"
             f"*Ticker Interval:* `{val['ticker_interval']}`\n"
-            f"*Strategy:* `{val['strategy']}\n`"
+            f"*Strategy:* `{val['strategy']}`\n"
             f"*Current state:* `{val['state']}`"
         )
 

From 1ba2df79c6a770958bddb3bf1e1fee6bd8c41f0f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 7 May 2020 06:51:02 +0200
Subject: [PATCH 1013/1106] Ause isclose for comparison, assign filled to
 variable

add some comments
---
 freqtrade/freqtradebot.py  | 8 ++++++--
 tests/test_freqtradebot.py | 3 ++-
 2 files changed, 8 insertions(+), 3 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 9db7e4467..57eb7d1a8 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -898,6 +898,7 @@ class FreqtradeBot:
         Buy timeout - cancel order
         :return: True if order was fully cancelled
         """
+        # Cancelled orders may have the status of 'canceled' or 'closed'
         if order['status'] not in ('canceled', 'closed'):
             reason = "cancelled due to timeout"
             corder = self.exchange.cancel_order_with_result(trade.open_order_id, trade.pair,
@@ -909,7 +910,10 @@ class FreqtradeBot:
 
         logger.info('Buy order %s for %s.', reason, trade)
 
-        if safe_value_fallback(corder, order, 'filled', 'filled') == 0.0:
+        # Using filled to determine the filled amount
+        filled_amount = safe_value_fallback(corder, order, 'filled', 'filled')
+
+        if isclose(filled_amount, 0.0, abs_tol=constants.MATH_CLOSE_PREC):
             logger.info('Buy order fully cancelled. Removing %s from database.', trade)
             # if trade is not partially completed, just delete the trade
             Trade.session.delete(trade)
@@ -921,7 +925,7 @@ class FreqtradeBot:
         # cancel_order may not contain the full order dict, so we need to fallback
         # to the order dict aquired before cancelling.
         # we need to fall back to the values from order if corder does not contain these keys.
-        trade.amount = safe_value_fallback(corder, order, 'filled', 'filled')
+        trade.amount = filled_amount
         trade.stake_amount = trade.amount * trade.open_rate
         self.update_trade_state(trade, corder, trade.amount)
 
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 7a30e9015..c502e264c 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2313,7 +2313,7 @@ def test_handle_timedout_limit_buy(mocker, caplog, default_conf, limit_buy_order
     Trade.session = MagicMock()
     trade = MagicMock()
     trade.pair = 'LTC/ETH'
-    limit_buy_order['filled'] = 0
+    limit_buy_order['filled'] = 0.0
     limit_buy_order['status'] = 'open'
     assert freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
     assert cancel_order_mock.call_count == 1
@@ -2323,6 +2323,7 @@ def test_handle_timedout_limit_buy(mocker, caplog, default_conf, limit_buy_order
     assert not freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
     assert cancel_order_mock.call_count == 1
 
+    limit_buy_order['filled'] = 2
     mocker.patch('freqtrade.exchange.Exchange.cancel_order', side_effect=InvalidOrderException)
     assert not freqtrade.handle_timedout_limit_buy(trade, limit_buy_order)
 

From c560de41113c749de0b4f3ab6d7a0c155150486e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 8 May 2020 11:44:24 +0200
Subject: [PATCH 1014/1106] Improve exception handling on critical errors

---
 freqtrade/commands/trade_commands.py |  3 +++
 tests/commands/test_commands.py      | 11 +++++------
 2 files changed, 8 insertions(+), 6 deletions(-)

diff --git a/freqtrade/commands/trade_commands.py b/freqtrade/commands/trade_commands.py
index 352fac26d..c058e4f9d 100644
--- a/freqtrade/commands/trade_commands.py
+++ b/freqtrade/commands/trade_commands.py
@@ -18,6 +18,9 @@ def start_trading(args: Dict[str, Any]) -> int:
     try:
         worker = Worker(args)
         worker.run()
+    except Exception as e:
+        logger.error(str(e))
+        logger.exception("Fatal exception!")
     except KeyboardInterrupt:
         logger.info('SIGINT received, aborting ...')
     finally:
diff --git a/tests/commands/test_commands.py b/tests/commands/test_commands.py
index 93b123069..46350beff 100644
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -32,7 +32,7 @@ def test_setup_utils_configuration():
     assert config['exchange']['secret'] == ''
 
 
-def test_start_trading_fail(mocker):
+def test_start_trading_fail(mocker, caplog):
 
     mocker.patch("freqtrade.worker.Worker.run", MagicMock(side_effect=OperationalException))
 
@@ -43,16 +43,15 @@ def test_start_trading_fail(mocker):
         'trade',
         '-c', 'config.json.example'
     ]
-    with pytest.raises(OperationalException):
-        start_trading(get_args(args))
+    start_trading(get_args(args))
     assert exitmock.call_count == 1
 
     exitmock.reset_mock()
-
+    caplog.clear()
     mocker.patch("freqtrade.worker.Worker.__init__", MagicMock(side_effect=OperationalException))
-    with pytest.raises(OperationalException):
-        start_trading(get_args(args))
+    start_trading(get_args(args))
     assert exitmock.call_count == 0
+    assert log_has('Fatal exception!', caplog)
 
 
 def test_list_exchanges(capsys):

From 5272ec85eab94d2d0fb801050429a766e6011058 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 8 May 2020 12:34:24 +0200
Subject: [PATCH 1015/1106] Add additional test

---
 tests/test_main.py | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/tests/test_main.py b/tests/test_main.py
index 70b784002..a7180a5d2 100644
--- a/tests/test_main.py
+++ b/tests/test_main.py
@@ -115,6 +115,28 @@ def test_main_operational_exception(mocker, default_conf, caplog) -> None:
     assert log_has('Oh snap!', caplog)
 
 
+def test_main_operational_exception1(mocker, default_conf, caplog) -> None:
+    patch_exchange(mocker)
+    mocker.patch(
+        'freqtrade.commands.list_commands.available_exchanges',
+        MagicMock(side_effect=ValueError('Oh snap!'))
+    )
+    patched_configuration_load_config_file(mocker, default_conf)
+
+    args = ['list-exchanges']
+
+    # Test Main + the KeyboardInterrupt exception
+    with pytest.raises(SystemExit):
+        main(args)
+
+    assert log_has('Fatal exception!', caplog)
+    assert not log_has_re(r'SIGINT.*', caplog)
+    mocker.patch(
+        'freqtrade.commands.list_commands.available_exchanges',
+        MagicMock(side_effect=KeyboardInterrupt)
+    )
+
+
 def test_main_reload_conf(mocker, default_conf, caplog) -> None:
     patch_exchange(mocker)
     mocker.patch('freqtrade.freqtradebot.FreqtradeBot.cleanup', MagicMock())

From 80d367fa0871d5ec16bba77312581cf6115a08f0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 8 May 2020 14:24:30 +0200
Subject: [PATCH 1016/1106] Add test for keyboardinterrupt

---
 tests/test_main.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/tests/test_main.py b/tests/test_main.py
index a7180a5d2..11d0ede3a 100644
--- a/tests/test_main.py
+++ b/tests/test_main.py
@@ -135,6 +135,10 @@ def test_main_operational_exception1(mocker, default_conf, caplog) -> None:
         'freqtrade.commands.list_commands.available_exchanges',
         MagicMock(side_effect=KeyboardInterrupt)
     )
+    with pytest.raises(SystemExit):
+        main(args)
+
+    assert log_has_re(r'SIGINT.*', caplog)
 
 
 def test_main_reload_conf(mocker, default_conf, caplog) -> None:

From 2307495f2837971f6325efa97afea7d874ae8c1d Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Fri, 8 May 2020 20:10:16 +0300
Subject: [PATCH 1017/1106] Update docs/configuration.md

Co-authored-by: Matthias <xmatthias@outlook.com>
---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 28df5bd95..59d8ba1eb 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -51,7 +51,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `fiat_display_currency` | Fiat currency used to show your profits. [More information below](#what-values-can-be-used-for-fiat_display_currency). <br> **Datatype:** String
 | `dry_run` | **Required.** Define if the bot must be in Dry Run or production mode. <br>*Defaults to `true`.* <br> **Datatype:** Boolean
 | `dry_run_wallet` | Define the starting amount in stake currency for the simulated wallet used by the bot running in the Dry Run mode.<br>*Defaults to `1000`.* <br> **Datatype:** Float
-| `cancel_open_orders_on_exit` | Cancel orders when `/stop` is issued or `ctrl+c` is pressed. Including this will allow you to use `/stop` to cancel unfilled orders in the event of a market crash. This will not impact open positions. <br>*Defaults to `False`.* <br> **Datatype:** Boolean
+| `cancel_open_orders_on_exit` | Cancel orders when `/stop` is issued or `ctrl+c` is pressed. This will allow you to use `/stop` to cancel unfilled orders in the event of a market crash. This will not impact open positions. <br>*Defaults to `False`.* <br> **Datatype:** Boolean
 | `process_only_new_candles` | Enable processing of indicators only when new candles arrive. If false each loop populates the indicators, this will mean the same candle is processed many times creating system load but can be useful of your strategy depends on tick data not only candle. [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `false`.*  <br> **Datatype:** Boolean
 | `minimal_roi` | **Required.** Set the threshold in percent the bot will use to sell a trade. [More information below](#understand-minimal_roi). [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** Dict
 | `stoploss` |  **Required.** Value of the stoploss in percent used by the bot. More details in the [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy).  <br> **Datatype:** Float (as ratio)

From d4362ed357a41408460b5339219ae4e7e24a2a4c Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 9 May 2020 09:29:40 +0300
Subject: [PATCH 1018/1106] Minor: improve exception handling in exchange

---
 freqtrade/exchange/exchange.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 1a0565959..ce973f373 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -1041,9 +1041,9 @@ class Exchange:
 
             return matched_trades
 
-        except ccxt.NetworkError as e:
+        except (ccxt.NetworkError, ccxt.ExchangeError) as e:
             raise TemporaryError(
-                f'Could not get trades due to networking error. Message: {e}') from e
+                f'Could not get trades due to {e.__class__.__name__}. Message: {e}') from e
         except ccxt.BaseError as e:
             raise OperationalException(e) from e
 

From b72997fc2bbb1d685a27605026bf3fa269973ca5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 9 May 2020 20:16:04 +0200
Subject: [PATCH 1019/1106] Add flask-jwt-extended dependency

---
 requirements-common.txt | 1 +
 setup.py                | 2 +-
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index cd302e348..9fb4e209b 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -25,6 +25,7 @@ sdnotify==0.3.2
 
 # Api server
 flask==1.1.2
+flask-jwt-extended==3.24.1
 
 # Support for colorized terminal output
 colorama==0.4.3
diff --git a/setup.py b/setup.py
index 9c253ea4e..8c0de095e 100644
--- a/setup.py
+++ b/setup.py
@@ -16,7 +16,7 @@ if readme_file.is_file():
     readme_long = (Path(__file__).parent / "README.md").read_text()
 
 # Requirements used for submodules
-api = ['flask']
+api = ['flask', 'flask-jwt-extended']
 plot = ['plotly>=4.0']
 hyperopt = [
     'scipy',

From 7e08fa2631d1553bbfedf113817f6309b771a7bb Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 10 May 2020 02:22:16 +0300
Subject: [PATCH 1020/1106] Fix usage of fee value in Edge

---
 freqtrade/edge/edge_positioning.py | 19 ++++++-------------
 1 file changed, 6 insertions(+), 13 deletions(-)

diff --git a/freqtrade/edge/edge_positioning.py b/freqtrade/edge/edge_positioning.py
index 5305e23cf..bae7a0743 100644
--- a/freqtrade/edge/edge_positioning.py
+++ b/freqtrade/edge/edge_positioning.py
@@ -238,20 +238,13 @@ class Edge:
         :param result Dataframe
         :return: result Dataframe
         """
-
-        # stake and fees
-        # stake = 0.015
-        # 0.05% is 0.0005
-        # fee = 0.001
-
-        # we set stake amount to an arbitrary amount.
-        # as it doesn't change the calculation.
-        # all returned values are relative.
-        # they are defined as ratios.
+        # We set stake amount to an arbitrary amount, as it doesn't change the calculation.
+        # All returned values are relative, they are defined as ratios.
         stake = 0.015
-        fee = self.fee
-        open_fee = fee / 2
-        close_fee = fee / 2
+
+        # Fee should be applied twice
+        open_fee = self.fee
+        close_fee = self.fee
 
         result['trade_duration'] = result['close_time'] - result['open_time']
 

From b6a2c3894133426ae25dd68adfbdf86f148bb92c Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 10 May 2020 02:22:49 +0300
Subject: [PATCH 1021/1106] Adjust tests

---
 tests/edge/test_edge.py | 12 ++++++++----
 1 file changed, 8 insertions(+), 4 deletions(-)

diff --git a/tests/edge/test_edge.py b/tests/edge/test_edge.py
index 2304c53c2..163ceff4b 100644
--- a/tests/edge/test_edge.py
+++ b/tests/edge/test_edge.py
@@ -335,12 +335,16 @@ def test_edge_init_error(mocker, edge_conf,):
         get_patched_freqtradebot(mocker, edge_conf)
 
 
-def test_process_expectancy(mocker, edge_conf):
+@pytest.mark.parametrize("fee,risk_reward_ratio,expectancy", [
+    (0.0005, 306.5384615384, 101.5128205128),
+    (0.001, 152.6923076923, 50.2307692308),
+])
+def test_process_expectancy(mocker, edge_conf, fee, risk_reward_ratio, expectancy):
     edge_conf['edge']['min_trade_number'] = 2
     freqtrade = get_patched_freqtradebot(mocker, edge_conf)
 
     def get_fee(*args, **kwargs):
-        return 0.001
+        return fee
 
     freqtrade.exchange.get_fee = get_fee
     edge = Edge(edge_conf, freqtrade.exchange, freqtrade.strategy)
@@ -394,9 +398,9 @@ def test_process_expectancy(mocker, edge_conf):
     assert 'TEST/BTC' in final
     assert final['TEST/BTC'].stoploss == -0.9
     assert round(final['TEST/BTC'].winrate, 10) == 0.3333333333
-    assert round(final['TEST/BTC'].risk_reward_ratio, 10) == 306.5384615384
+    assert round(final['TEST/BTC'].risk_reward_ratio, 10) == risk_reward_ratio
     assert round(final['TEST/BTC'].required_risk_reward, 10) == 2.0
-    assert round(final['TEST/BTC'].expectancy, 10) == 101.5128205128
+    assert round(final['TEST/BTC'].expectancy, 10) == expectancy
 
     # Pop last item so no trade is profitable
     trades.pop()

From 0bd2fca40b648d6bef54388616832fce82528a59 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 10 May 2020 09:55:41 +0200
Subject: [PATCH 1022/1106] Update tests/test_integration.py

Co-authored-by: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 tests/test_integration.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/test_integration.py b/tests/test_integration.py
index ee6ef3cb2..90cdde61f 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -97,7 +97,7 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
     # Only order for 3rd trade needs to be cancelled
     assert cancel_order_mock.call_count == 1
     # Wallets must be updated between stoploss cancellation and selling, and will be updated again
-    # During update_trade_state
+    # during update_trade_state
     assert wallets_mock.call_count == 3
 
     trade = trades[0]

From 8139058fcc5c471e762f182f1608fbff3c6bbed9 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 10 May 2020 10:35:38 +0200
Subject: [PATCH 1023/1106] Implement token/login and token/refresh endpoints

---
 freqtrade/rpc/api_server.py | 56 +++++++++++++++++++++++++++++++++----
 1 file changed, 51 insertions(+), 5 deletions(-)

diff --git a/freqtrade/rpc/api_server.py b/freqtrade/rpc/api_server.py
index 0335bb151..1e20bf8f8 100644
--- a/freqtrade/rpc/api_server.py
+++ b/freqtrade/rpc/api_server.py
@@ -2,11 +2,16 @@ import logging
 import threading
 from datetime import date, datetime
 from ipaddress import IPv4Address
-from typing import Dict, Callable, Any
+from typing import Any, Callable, Dict
 
 from arrow import Arrow
 from flask import Flask, jsonify, request
 from flask.json import JSONEncoder
+from flask_jwt_extended import (JWTManager, create_access_token,
+                                create_refresh_token, get_jwt_identity,
+                                jwt_refresh_token_required,
+                                verify_jwt_in_request_optional)
+from werkzeug.security import safe_str_cmp
 from werkzeug.serving import make_server
 
 from freqtrade.__init__ import __version__
@@ -38,9 +43,10 @@ class ArrowJSONEncoder(JSONEncoder):
 def require_login(func: Callable[[Any, Any], Any]):
 
     def func_wrapper(obj, *args, **kwargs):
-
+        verify_jwt_in_request_optional()
         auth = request.authorization
-        if auth and obj.check_auth(auth.username, auth.password):
+        i = get_jwt_identity()
+        if i or auth and obj.check_auth(auth.username, auth.password):
             return func(obj, *args, **kwargs)
         else:
             return jsonify({"error": "Unauthorized"}), 401
@@ -70,8 +76,8 @@ class ApiServer(RPC):
     """
 
     def check_auth(self, username, password):
-        return (username == self._config['api_server'].get('username') and
-                password == self._config['api_server'].get('password'))
+        return (safe_str_cmp(username, self._config['api_server'].get('username')) and
+                safe_str_cmp(password, self._config['api_server'].get('password')))
 
     def __init__(self, freqtrade) -> None:
         """
@@ -83,6 +89,11 @@ class ApiServer(RPC):
 
         self._config = freqtrade.config
         self.app = Flask(__name__)
+
+        # Setup the Flask-JWT-Extended extension
+        self.app.config['JWT_SECRET_KEY'] = 'super-secret'  # Change this!
+
+        self.jwt = JWTManager(self.app)
         self.app.json_encoder = ArrowJSONEncoder
 
         # Register application handling
@@ -148,6 +159,10 @@ class ApiServer(RPC):
         self.app.register_error_handler(404, self.page_not_found)
 
         # Actions to control the bot
+        self.app.add_url_rule(f'{BASE_URI}/token/login', 'login',
+                              view_func=self._login, methods=['POST'])
+        self.app.add_url_rule(f'{BASE_URI}/token/refresh', 'token_refresh',
+                              view_func=self._refresh_token, methods=['POST'])
         self.app.add_url_rule(f'{BASE_URI}/start', 'start',
                               view_func=self._start, methods=['POST'])
         self.app.add_url_rule(f'{BASE_URI}/stop', 'stop', view_func=self._stop, methods=['POST'])
@@ -199,6 +214,37 @@ class ApiServer(RPC):
             'code': 404
         }), 404
 
+    @require_login
+    @rpc_catch_errors
+    def _login(self):
+        """
+        Handler for /token/login
+        Returns a JWT token
+        """
+        auth = request.authorization
+        if auth and self.check_auth(auth.username, auth.password):
+            keystuff = {'u': auth.username}
+            ret = {
+                'access_token': create_access_token(identity=keystuff),
+                'refresh_token': create_refresh_token(identity=keystuff),
+            }
+            return self.rest_dump(ret)
+
+        return jsonify({"error": "Unauthorized"}), 401
+
+    @jwt_refresh_token_required
+    @rpc_catch_errors
+    def _refresh_token(self):
+        """
+        Handler for /token/refresh
+        Returns a JWT token based on a JWT refresh token
+        """
+        current_user = get_jwt_identity()
+        new_token = create_access_token(identity=current_user, fresh=False)
+
+        ret = {'access_token': new_token}
+        return self.rest_dump(ret)
+
     @require_login
     @rpc_catch_errors
     def _start(self):

From bc64619f301fb870b91fe4682e255b975f1cd5f7 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 10 May 2020 10:43:13 +0200
Subject: [PATCH 1024/1106] Tests for JWT implementation

---
 tests/rpc/test_rpc_apiserver.py | 27 +++++++++++++++++++++++++++
 1 file changed, 27 insertions(+)

diff --git a/tests/rpc/test_rpc_apiserver.py b/tests/rpc/test_rpc_apiserver.py
index 9b2f893e3..0d4cdeb2f 100644
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -94,6 +94,33 @@ def test_api_unauthorized(botclient):
     assert rc.json == {'error': 'Unauthorized'}
 
 
+def test_api_token_login(botclient):
+    ftbot, client = botclient
+    rc = client_post(client, f"{BASE_URI}/token/login")
+    assert_response(rc)
+    assert 'access_token' in rc.json
+    assert 'refresh_token' in rc.json
+
+    # test Authentication is working with JWT tokens too
+    rc = client.get(f"{BASE_URI}/count",
+                    content_type="application/json",
+                    headers={'Authorization': f'Bearer {rc.json["access_token"]}'})
+    assert_response(rc)
+
+
+def test_api_token_refresh(botclient):
+    ftbot, client = botclient
+    rc = client_post(client, f"{BASE_URI}/token/login")
+    assert_response(rc)
+    rc = client.post(f"{BASE_URI}/token/refresh",
+                     content_type="application/json",
+                     data=None,
+                     headers={'Authorization': f'Bearer {rc.json["refresh_token"]}'})
+    assert_response(rc)
+    assert 'access_token' in rc.json
+    assert 'refresh_token' not in rc.json
+
+
 def test_api_stop_workflow(botclient):
     ftbot, client = botclient
     assert ftbot.state == State.RUNNING

From 51d2b817ae50773f743d8ba00c060acf8d897e11 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 10 May 2020 11:51:33 +0300
Subject: [PATCH 1025/1106] Use self.fee

---
 freqtrade/edge/edge_positioning.py | 8 ++------
 1 file changed, 2 insertions(+), 6 deletions(-)

diff --git a/freqtrade/edge/edge_positioning.py b/freqtrade/edge/edge_positioning.py
index bae7a0743..c19d4552a 100644
--- a/freqtrade/edge/edge_positioning.py
+++ b/freqtrade/edge/edge_positioning.py
@@ -242,10 +242,6 @@ class Edge:
         # All returned values are relative, they are defined as ratios.
         stake = 0.015
 
-        # Fee should be applied twice
-        open_fee = self.fee
-        close_fee = self.fee
-
         result['trade_duration'] = result['close_time'] - result['open_time']
 
         result['trade_duration'] = result['trade_duration'].map(
@@ -255,12 +251,12 @@ class Edge:
 
         # Buy Price
         result['buy_vol'] = stake / result['open_rate']  # How many target are we buying
-        result['buy_fee'] = stake * open_fee
+        result['buy_fee'] = stake * self.fee
         result['buy_spend'] = stake + result['buy_fee']  # How much we're spending
 
         # Sell price
         result['sell_sum'] = result['buy_vol'] * result['close_rate']
-        result['sell_fee'] = result['sell_sum'] * close_fee
+        result['sell_fee'] = result['sell_sum'] * self.fee
         result['sell_take'] = result['sell_sum'] - result['sell_fee']
 
         # profit_ratio

From 570c51b0b03fbaf3419cccfe08bdf8013a5f756f Mon Sep 17 00:00:00 2001
From: Mohamad Tarbin <mhed.t91@gmail.com>
Date: Sun, 10 May 2020 05:07:49 -0400
Subject: [PATCH 1026/1106] Fix Typo in telegram Plugin

---
 freqtrade/rpc/telegram.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py
index 66d8ad936..856b8f138 100644
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@@ -579,7 +579,7 @@ class Telegram(RPC):
                   "*/whitelist:* `Show current whitelist` \n" \
                   "*/blacklist [pair]:* `Show current blacklist, or adds one or more pairs " \
                   "to the blacklist.` \n" \
-                  "*/edge:* `Shows validated pairs by Edge if it is enabeld` \n" \
+                  "*/edge:* `Shows validated pairs by Edge if it is enabled` \n" \
                   "*/help:* `This help message`\n" \
                   "*/version:* `Show version`"
 

From d9e4f41a359647bb50f1cc7e00571c7758aba40f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 10 May 2020 16:14:35 +0200
Subject: [PATCH 1027/1106] Add documentation for JWt

---
 docs/rest-api.md | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)

diff --git a/docs/rest-api.md b/docs/rest-api.md
index b68364f39..d750f74af 100644
--- a/docs/rest-api.md
+++ b/docs/rest-api.md
@@ -202,3 +202,28 @@ whitelist
         Show the current whitelist
         :returns: json object
 ```
+
+## Advanced API usage using JWT tokens
+
+!!! Note
+    The below should be done in an application, and is not intended to be used on a regular basis.
+
+Freqtrade's REST API also offers JWT tokens.
+You can login using the following command, and subsequently use the resulting access_token.
+
+``` bash
+> curl -X POST --user Freqtrader http://localhost:8080/api/v1/token/login
+{"access_token":"eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpYXQiOjE1ODkxMTk2ODEsIm5iZiI6MTU4OTExOTY4MSwianRpIjoiMmEwYmY0NWUtMjhmOS00YTUzLTlmNzItMmM5ZWVlYThkNzc2IiwiZXhwIjoxNTg5MTIwNTgxLCJpZGVudGl0eSI6eyJ1IjoiRnJlcXRyYWRlciJ9LCJmcmVzaCI6ZmFsc2UsInR5cGUiOiJhY2Nlc3MifQ.qt6MAXYIa-l556OM7arBvYJ0SDI9J8bIk3_glDujF5g","refresh_token":"eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpYXQiOjE1ODkxMTk2ODEsIm5iZiI6MTU4OTExOTY4MSwianRpIjoiZWQ1ZWI3YjAtYjMwMy00YzAyLTg2N2MtNWViMjIxNWQ2YTMxIiwiZXhwIjoxNTkxNzExNjgxLCJpZGVudGl0eSI6eyJ1IjoiRnJlcXRyYWRlciJ9LCJ0eXBlIjoicmVmcmVzaCJ9.d1AT_jYICyTAjD0fiQAr52rkRqtxCjUGEMwlNuuzgNQ"}
+
+> access_token="eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpYXQiOjE1ODkxMTk2ODEsIm5iZiI6MTU4OTExOTY4MSwianRpIjoiMmEwYmY0NWUtMjhmOS00YTUzLTlmNzItMmM5ZWVlYThkNzc2IiwiZXhwIjoxNTg5MTIwNTgxLCJpZGVudGl0eSI6eyJ1IjoiRnJlcXRyYWRlciJ9LCJmcmVzaCI6ZmFsc2UsInR5cGUiOiJhY2Nlc3MifQ.qt6MAXYIa-l556OM7arBvYJ0SDI9J8bIk3_glDujF5g"
+# Use tccess_token for authentication
+> curl -X GET --header "Authorization: Bearer ${access_token}" http://localhost:8080/api/v1/count
+
+```
+
+Since the access-token has a short timeout (15 min) - the refresh-token should be used to get a fresh access token:
+
+``` bash
+> curl -X POST --header "Authorization: Bearer ${refresh_token}"http://localhost:8080/api/v1/token/refresh
+{"access_token":"eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpYXQiOjE1ODkxMTk5NzQsIm5iZiI6MTU4OTExOTk3NCwianRpIjoiMDBjNTlhMWUtMjBmYS00ZTk0LTliZjAtNWQwNTg2MTdiZDIyIiwiZXhwIjoxNTg5MTIwODc0LCJpZGVudGl0eSI6eyJ1IjoiRnJlcXRyYWRlciJ9LCJmcmVzaCI6ZmFsc2UsInR5cGUiOiJhY2Nlc3MifQ.1seHlII3WprjjclY6DpRhen0rqdF4j6jbvxIhUFaSbs"}
+```

From 80faa5feb14913ad6c17307b893aead1272b9040 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 10 May 2020 16:24:00 +0200
Subject: [PATCH 1028/1106] Add test to cancel sell order

---
 tests/test_freqtradebot.py | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index c502e264c..01e74c7a2 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2405,6 +2405,21 @@ def test_handle_timedout_limit_sell(mocker, default_conf) -> None:
     assert cancel_order_mock.call_count == 1
 
 
+def test_handle_timedout_limit_sell_cancel_exception(mocker, default_conf) -> None:
+    patch_RPCManager(mocker)
+    patch_exchange(mocker)
+    mocker.patch(
+        'freqtrade.exchange.Exchange.cancel_order', side_effect=InvalidOrderException())
+
+    freqtrade = FreqtradeBot(default_conf)
+
+    trade = MagicMock()
+    order = {'remaining': 1,
+             'amount': 1,
+             'status': "open"}
+    assert freqtrade.handle_timedout_limit_sell(trade, order) == 'error cancelling order'
+
+
 def test_execute_sell_up(default_conf, ticker, fee, ticker_sell_up, mocker) -> None:
     rpc_mock = patch_RPCManager(mocker)
     patch_exchange(mocker)

From 2406e20be2a8af33c33ca06eeb01a3e77cef5f88 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 10 May 2020 17:36:43 +0200
Subject: [PATCH 1029/1106] Update docs/rest-api.md

Co-authored-by: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/rest-api.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/rest-api.md b/docs/rest-api.md
index d750f74af..599ad870f 100644
--- a/docs/rest-api.md
+++ b/docs/rest-api.md
@@ -206,7 +206,7 @@ whitelist
 ## Advanced API usage using JWT tokens
 
 !!! Note
-    The below should be done in an application, and is not intended to be used on a regular basis.
+    The below should be done in an application (a Freqtrade REST API client, which fetches info via API), and is not intended to be used on a regular basis.
 
 Freqtrade's REST API also offers JWT tokens.
 You can login using the following command, and subsequently use the resulting access_token.

From 73a1496318d1b9e594a098f5e8bc25d62137fc3b Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 10 May 2020 17:44:45 +0200
Subject: [PATCH 1030/1106] Catch exception on cancel_order

---
 freqtrade/freqtradebot.py | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 930baff1f..4f4b3e3bb 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -949,8 +949,12 @@ class FreqtradeBot:
         if order['remaining'] == order['amount'] or order.get('filled') == 0.0:
             if not self.exchange.check_order_canceled_empty(order):
                 reason = "cancelled due to timeout"
-                # if trade is not partially completed, just delete the trade
-                self.exchange.cancel_order(trade.open_order_id, trade.pair)
+                try:
+                    # if trade is not partially completed, just delete the trade
+                    self.exchange.cancel_order(trade.open_order_id, trade.pair)
+                except InvalidOrderException:
+                    logger.exception(f"Could not cancel sell order {trade.open_order_id}")
+                    return 'error cancelling order'
                 logger.info('Sell order %s for %s.', reason, trade)
             else:
                 reason = "cancelled on exchange"

From c2224ed6b7496d043853f84c9d5e1762372c102c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 10 May 2020 17:47:43 +0200
Subject: [PATCH 1031/1106] Fix doc typos

Co-authored-by: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/rest-api.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/rest-api.md b/docs/rest-api.md
index 599ad870f..42671f0c3 100644
--- a/docs/rest-api.md
+++ b/docs/rest-api.md
@@ -208,7 +208,7 @@ whitelist
 !!! Note
     The below should be done in an application (a Freqtrade REST API client, which fetches info via API), and is not intended to be used on a regular basis.
 
-Freqtrade's REST API also offers JWT tokens.
+Freqtrade's REST API also offers JWT (JSON Web Tokens).
 You can login using the following command, and subsequently use the resulting access_token.
 
 ``` bash
@@ -216,7 +216,7 @@ You can login using the following command, and subsequently use the resulting ac
 {"access_token":"eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpYXQiOjE1ODkxMTk2ODEsIm5iZiI6MTU4OTExOTY4MSwianRpIjoiMmEwYmY0NWUtMjhmOS00YTUzLTlmNzItMmM5ZWVlYThkNzc2IiwiZXhwIjoxNTg5MTIwNTgxLCJpZGVudGl0eSI6eyJ1IjoiRnJlcXRyYWRlciJ9LCJmcmVzaCI6ZmFsc2UsInR5cGUiOiJhY2Nlc3MifQ.qt6MAXYIa-l556OM7arBvYJ0SDI9J8bIk3_glDujF5g","refresh_token":"eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpYXQiOjE1ODkxMTk2ODEsIm5iZiI6MTU4OTExOTY4MSwianRpIjoiZWQ1ZWI3YjAtYjMwMy00YzAyLTg2N2MtNWViMjIxNWQ2YTMxIiwiZXhwIjoxNTkxNzExNjgxLCJpZGVudGl0eSI6eyJ1IjoiRnJlcXRyYWRlciJ9LCJ0eXBlIjoicmVmcmVzaCJ9.d1AT_jYICyTAjD0fiQAr52rkRqtxCjUGEMwlNuuzgNQ"}
 
 > access_token="eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpYXQiOjE1ODkxMTk2ODEsIm5iZiI6MTU4OTExOTY4MSwianRpIjoiMmEwYmY0NWUtMjhmOS00YTUzLTlmNzItMmM5ZWVlYThkNzc2IiwiZXhwIjoxNTg5MTIwNTgxLCJpZGVudGl0eSI6eyJ1IjoiRnJlcXRyYWRlciJ9LCJmcmVzaCI6ZmFsc2UsInR5cGUiOiJhY2Nlc3MifQ.qt6MAXYIa-l556OM7arBvYJ0SDI9J8bIk3_glDujF5g"
-# Use tccess_token for authentication
+# Use access_token for authentication
 > curl -X GET --header "Authorization: Bearer ${access_token}" http://localhost:8080/api/v1/count
 
 ```

From b163bb76503041798ecf2898f0eabc53771a9052 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 10 May 2020 17:48:29 +0200
Subject: [PATCH 1032/1106] Apply suggestions from code review

Co-authored-by: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/rest-api.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/rest-api.md b/docs/rest-api.md
index 42671f0c3..337a00b4f 100644
--- a/docs/rest-api.md
+++ b/docs/rest-api.md
@@ -221,7 +221,7 @@ You can login using the following command, and subsequently use the resulting ac
 
 ```
 
-Since the access-token has a short timeout (15 min) - the refresh-token should be used to get a fresh access token:
+Since the access token has a short timeout (15 min) - the `token/refresh` request should be used periodically to get a fresh access token:
 
 ``` bash
 > curl -X POST --header "Authorization: Bearer ${refresh_token}"http://localhost:8080/api/v1/token/refresh

From c3f0b5d4eb89d0f71bfca021e89625395457c01d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 10 May 2020 19:37:41 +0200
Subject: [PATCH 1033/1106] Rename methods to match endpoints

---
 freqtrade/rpc/api_server.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/freqtrade/rpc/api_server.py b/freqtrade/rpc/api_server.py
index 1e20bf8f8..3a46d2c88 100644
--- a/freqtrade/rpc/api_server.py
+++ b/freqtrade/rpc/api_server.py
@@ -160,9 +160,9 @@ class ApiServer(RPC):
 
         # Actions to control the bot
         self.app.add_url_rule(f'{BASE_URI}/token/login', 'login',
-                              view_func=self._login, methods=['POST'])
+                              view_func=self._token_login, methods=['POST'])
         self.app.add_url_rule(f'{BASE_URI}/token/refresh', 'token_refresh',
-                              view_func=self._refresh_token, methods=['POST'])
+                              view_func=self._token_refresh, methods=['POST'])
         self.app.add_url_rule(f'{BASE_URI}/start', 'start',
                               view_func=self._start, methods=['POST'])
         self.app.add_url_rule(f'{BASE_URI}/stop', 'stop', view_func=self._stop, methods=['POST'])
@@ -216,7 +216,7 @@ class ApiServer(RPC):
 
     @require_login
     @rpc_catch_errors
-    def _login(self):
+    def _token_login(self):
         """
         Handler for /token/login
         Returns a JWT token
@@ -234,7 +234,7 @@ class ApiServer(RPC):
 
     @jwt_refresh_token_required
     @rpc_catch_errors
-    def _refresh_token(self):
+    def _token_refresh(self):
         """
         Handler for /token/refresh
         Returns a JWT token based on a JWT refresh token

From 21c2af2b92208c8ee811a91fba7046f99d556db6 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 10 May 2020 19:42:06 +0200
Subject: [PATCH 1034/1106] Load jwt_key from config

---
 config_full.json.example    | 1 +
 docs/rest-api.md            | 6 +++++-
 freqtrade/rpc/api_server.py | 3 ++-
 3 files changed, 8 insertions(+), 2 deletions(-)

diff --git a/config_full.json.example b/config_full.json.example
index 181740b9a..ee1c14d27 100644
--- a/config_full.json.example
+++ b/config_full.json.example
@@ -120,6 +120,7 @@
         "enabled": false,
         "listen_ip_address": "127.0.0.1",
         "listen_port": 8080,
+        "jwt_secret_key": "somethingrandom",
         "username": "freqtrader",
         "password": "SuperSecurePassword"
     },
diff --git a/docs/rest-api.md b/docs/rest-api.md
index 337a00b4f..7f1a95b12 100644
--- a/docs/rest-api.md
+++ b/docs/rest-api.md
@@ -11,6 +11,7 @@ Sample configuration:
         "enabled": true,
         "listen_ip_address": "127.0.0.1",
         "listen_port": 8080,
+        "jwt_secret_key": "somethingrandom",
         "username": "Freqtrader",
         "password": "SuperSecret1!"
     },
@@ -29,7 +30,7 @@ This should return the response:
 {"status":"pong"}
 ```
 
-All other endpoints return sensitive info and require authentication, so are not available through a web browser.
+All other endpoints return sensitive info and require authentication and are therefore not available through a web browser.
 
 To generate a secure password, either use a password manager, or use the below code snipped.
 
@@ -38,6 +39,9 @@ import secrets
 secrets.token_hex()
 ```
 
+!!! Hint
+    Use the same method to also generate a JWT secret key (`jwt_secret_key`).
+
 ### Configuration with docker
 
 If you run your bot using docker, you'll need to have the bot listen to incomming connections. The security is then handled by docker.
diff --git a/freqtrade/rpc/api_server.py b/freqtrade/rpc/api_server.py
index 3a46d2c88..21f28f601 100644
--- a/freqtrade/rpc/api_server.py
+++ b/freqtrade/rpc/api_server.py
@@ -91,7 +91,8 @@ class ApiServer(RPC):
         self.app = Flask(__name__)
 
         # Setup the Flask-JWT-Extended extension
-        self.app.config['JWT_SECRET_KEY'] = 'super-secret'  # Change this!
+        self.app.config['JWT_SECRET_KEY'] = self._config['api_server'].get(
+            'jwt_secret_key', 'super-secret')
 
         self.jwt = JWTManager(self.app)
         self.app.json_encoder = ArrowJSONEncoder

From d291ca0071b2e73dc0750bedced1257c37d73032 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 10 May 2020 19:43:16 +0200
Subject: [PATCH 1035/1106] Simplify code section

---
 freqtrade/rpc/api_server.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/freqtrade/rpc/api_server.py b/freqtrade/rpc/api_server.py
index 21f28f601..68f4b1ca9 100644
--- a/freqtrade/rpc/api_server.py
+++ b/freqtrade/rpc/api_server.py
@@ -45,8 +45,7 @@ def require_login(func: Callable[[Any, Any], Any]):
     def func_wrapper(obj, *args, **kwargs):
         verify_jwt_in_request_optional()
         auth = request.authorization
-        i = get_jwt_identity()
-        if i or auth and obj.check_auth(auth.username, auth.password):
+        if get_jwt_identity() or auth and obj.check_auth(auth.username, auth.password):
             return func(obj, *args, **kwargs)
         else:
             return jsonify({"error": "Unauthorized"}), 401

From 9eca268a498ed129299dd9910f01f5bf1ea81363 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 10 May 2020 20:00:19 +0200
Subject: [PATCH 1036/1106] Fix test

---
 tests/rpc/test_rpc_apiserver.py | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/tests/rpc/test_rpc_apiserver.py b/tests/rpc/test_rpc_apiserver.py
index 0d4cdeb2f..5d8f79920 100644
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -150,6 +150,12 @@ def test_api__init__(default_conf, mocker):
     """
     Test __init__() method
     """
+    default_conf.update({"api_server": {"enabled": True,
+                                        "listen_ip_address": "127.0.0.1",
+                                        "listen_port": 8080,
+                                        "username": "TestUser",
+                                        "password": "testPass",
+                                        }})
     mocker.patch('freqtrade.rpc.telegram.Updater', MagicMock())
     mocker.patch('freqtrade.rpc.api_server.ApiServer.run', MagicMock())
 

From 306eae6da348da4b785300a92a5cfaa527890020 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 11 May 2020 09:10:48 +0000
Subject: [PATCH 1037/1106] Bump pytest from 5.4.1 to 5.4.2

Bumps [pytest](https://github.com/pytest-dev/pytest) from 5.4.1 to 5.4.2.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/5.4.1...5.4.2)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index 9881df083..616ca20f9 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -8,7 +8,7 @@ flake8==3.7.9
 flake8-type-annotations==0.1.0
 flake8-tidy-imports==4.1.0
 mypy==0.770
-pytest==5.4.1
+pytest==5.4.2
 pytest-asyncio==0.12.0
 pytest-cov==2.8.1
 pytest-mock==3.1.0

From 3849b68b8f2cce77276259f8a106e6d727f3ae78 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 11 May 2020 09:11:22 +0000
Subject: [PATCH 1038/1106] Bump ta-lib from 0.4.17 to 0.4.18

Bumps [ta-lib](https://github.com/mrjbq7/ta-lib) from 0.4.17 to 0.4.18.
- [Release notes](https://github.com/mrjbq7/ta-lib/releases)
- [Changelog](https://github.com/mrjbq7/ta-lib/blob/master/CHANGELOG)
- [Commits](https://github.com/mrjbq7/ta-lib/compare/TA_Lib-0.4.17...TA_Lib-0.4.18)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 9fb4e209b..f2361bdf5 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -9,7 +9,7 @@ requests==2.23.0
 urllib3==1.25.9
 wrapt==1.12.1
 jsonschema==3.2.0
-TA-Lib==0.4.17
+TA-Lib==0.4.18
 tabulate==0.8.7
 pycoingecko==1.2.0
 jinja2==2.11.2

From 43ab814f30202de82c032b428255116dd771c88c Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 11 May 2020 09:12:11 +0000
Subject: [PATCH 1039/1106] Bump ccxt from 1.27.20 to 1.27.49

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.27.20 to 1.27.49.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/doc/exchanges-by-country.rst)
- [Commits](https://github.com/ccxt/ccxt/compare/1.27.20...1.27.49)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 9fb4e209b..e47fd41d7 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.27.20
+ccxt==1.27.49
 SQLAlchemy==1.3.16
 python-telegram-bot==12.7
 arrow==0.15.6

From e38581c19f9f986bea16f9beab20158e5f818fcf Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 11 May 2020 09:12:38 +0000
Subject: [PATCH 1040/1106] Bump plotly from 4.6.0 to 4.7.1

Bumps [plotly](https://github.com/plotly/plotly.py) from 4.6.0 to 4.7.1.
- [Release notes](https://github.com/plotly/plotly.py/releases)
- [Changelog](https://github.com/plotly/plotly.py/blob/master/CHANGELOG.md)
- [Commits](https://github.com/plotly/plotly.py/compare/v4.6.0...v4.7.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-plot.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-plot.txt b/requirements-plot.txt
index 3db48a201..d81239053 100644
--- a/requirements-plot.txt
+++ b/requirements-plot.txt
@@ -1,5 +1,5 @@
 # Include all requirements to run the bot.
 -r requirements.txt
 
-plotly==4.6.0
+plotly==4.7.1
 

From 96710d42f55219d5d1ac4a7c4723fd5a3e67688a Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 11 May 2020 09:13:06 +0000
Subject: [PATCH 1041/1106] Bump mkdocs-material from 5.1.5 to 5.1.6

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material) from 5.1.5 to 5.1.6.
- [Release notes](https://github.com/squidfunk/mkdocs-material/releases)
- [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG)
- [Commits](https://github.com/squidfunk/mkdocs-material/compare/5.1.5...5.1.6)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 docs/requirements-docs.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/requirements-docs.txt b/docs/requirements-docs.txt
index e9553a8e4..c121dec64 100644
--- a/docs/requirements-docs.txt
+++ b/docs/requirements-docs.txt
@@ -1,2 +1,2 @@
-mkdocs-material==5.1.5
+mkdocs-material==5.1.6
 mdx_truly_sane_lists==1.2

From a379e68cf441407c9c04264714bfc7dbcc8e635d Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 11 May 2020 14:02:39 +0200
Subject: [PATCH 1042/1106] Add new ta-lib wheels

---
 .../TA_Lib-0.4.17-cp37-cp37m-win_amd64.whl     | Bin 684920 -> 0 bytes
 .../TA_Lib-0.4.17-cp38-cp38-win_amd64.whl      | Bin 662134 -> 0 bytes
 .../TA_Lib-0.4.18-cp37-cp37m-win_amd64.whl     | Bin 0 -> 537651 bytes
 .../TA_Lib-0.4.18-cp38-cp38-win_amd64.whl      | Bin 0 -> 555204 bytes
 build_helpers/install_windows.ps1              |   4 ++--
 5 files changed, 2 insertions(+), 2 deletions(-)
 delete mode 100644 build_helpers/TA_Lib-0.4.17-cp37-cp37m-win_amd64.whl
 delete mode 100644 build_helpers/TA_Lib-0.4.17-cp38-cp38-win_amd64.whl
 create mode 100644 build_helpers/TA_Lib-0.4.18-cp37-cp37m-win_amd64.whl
 create mode 100644 build_helpers/TA_Lib-0.4.18-cp38-cp38-win_amd64.whl

diff --git a/build_helpers/TA_Lib-0.4.17-cp37-cp37m-win_amd64.whl b/build_helpers/TA_Lib-0.4.17-cp37-cp37m-win_amd64.whl
deleted file mode 100644
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diff --git a/build_helpers/TA_Lib-0.4.18-cp38-cp38-win_amd64.whl b/build_helpers/TA_Lib-0.4.18-cp38-cp38-win_amd64.whl
new file mode 100644
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v|KCu5(Q$u={JVDh7i2wP$bW(SA6+LW3HpbA{Y(#n2SESSj>%4csNDYtvAS1_

literal 0
HcmV?d00001

diff --git a/build_helpers/install_windows.ps1 b/build_helpers/install_windows.ps1
index 7dbdd77dd..0a55b6ddd 100644
--- a/build_helpers/install_windows.ps1
+++ b/build_helpers/install_windows.ps1
@@ -7,10 +7,10 @@ python -m pip install --upgrade pip
 $pyv = python -c "import sys; print(f'{sys.version_info.major}.{sys.version_info.minor}')"
 
 if ($pyv -eq '3.7') {
-    pip install build_helpers\TA_Lib-0.4.17-cp37-cp37m-win_amd64.whl
+    pip install build_helpers\TA_Lib-0.4.18-cp37-cp37m-win_amd64.whl
 }
 if ($pyv -eq '3.8') {
-    pip install build_helpers\TA_Lib-0.4.17-cp38-cp38-win_amd64.whl
+    pip install build_helpers\TA_Lib-0.4.18-cp38-cp38-win_amd64.whl
 }
 
 pip install -r requirements-dev.txt

From a8f523adae66fb0eb4f28ffff4cd8394c7b6b0d4 Mon Sep 17 00:00:00 2001
From: "Paul D. Mendes" <pauldmendes5@gmail.com>
Date: Mon, 11 May 2020 19:32:28 +0400
Subject: [PATCH 1043/1106] attached pairlist manager onto dataprovider init
 for unified access to dynamic whitelist

---
 freqtrade/data/dataprovider.py  | 12 +++++----
 freqtrade/freqtradebot.py       |  6 ++---
 tests/data/test_dataprovider.py | 46 ++++++++++++++++++++-------------
 3 files changed, 38 insertions(+), 26 deletions(-)

diff --git a/freqtrade/data/dataprovider.py b/freqtrade/data/dataprovider.py
index af0914939..01397d6b7 100644
--- a/freqtrade/data/dataprovider.py
+++ b/freqtrade/data/dataprovider.py
@@ -10,6 +10,7 @@ from typing import Any, Dict, List, Optional, Tuple
 from pandas import DataFrame
 
 from freqtrade.data.history import load_pair_history
+from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import Exchange
 from freqtrade.state import RunMode
 
@@ -18,9 +19,10 @@ logger = logging.getLogger(__name__)
 
 class DataProvider:
 
-    def __init__(self, config: dict, exchange: Exchange) -> None:
+    def __init__(self, config: dict, exchange: Exchange, pairlists=None) -> None:
         self._config = config
         self._exchange = exchange
+        self._pairlists: Optional = pairlists
 
     def refresh(self,
                 pairlist: List[Tuple[str, str]],
@@ -125,8 +127,8 @@ class DataProvider:
         As available pairs does not show whitelist until after informative pairs have been cached.
         :return: list of pairs in whitelist
         """
-        from freqtrade.pairlist.pairlistmanager import PairListManager
 
-        pairlists = PairListManager(self._exchange, self._config)
-        pairlists.refresh_pairlist()
-        return pairlists.whitelist
+        if self._pairlists:
+            return self._pairlists.whitelist
+        else:
+            raise OperationalException("Dataprovider was not initialized with a pairlist provider.")
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 4f4b3e3bb..73f0873e4 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -71,15 +71,15 @@ class FreqtradeBot:
 
         self.wallets = Wallets(self.config, self.exchange)
 
-        self.dataprovider = DataProvider(self.config, self.exchange)
+        self.pairlists = PairListManager(self.exchange, self.config)
+
+        self.dataprovider = DataProvider(self.config, self.exchange, self.pairlists)
 
         # Attach Dataprovider to Strategy baseclass
         IStrategy.dp = self.dataprovider
         # Attach Wallets to Strategy baseclass
         IStrategy.wallets = self.wallets
 
-        self.pairlists = PairListManager(self.exchange, self.config)
-
         # Initializing Edge only if enabled
         self.edge = Edge(self.config, self.exchange, self.strategy) if \
             self.config.get('edge', {}).get('enabled', False) else None
diff --git a/tests/data/test_dataprovider.py b/tests/data/test_dataprovider.py
index e5af80bc8..247703619 100644
--- a/tests/data/test_dataprovider.py
+++ b/tests/data/test_dataprovider.py
@@ -1,10 +1,12 @@
-from unittest.mock import MagicMock, PropertyMock
+from unittest.mock import MagicMock, patch
 
 from pandas import DataFrame
+import pytest
 
 from freqtrade.data.dataprovider import DataProvider
+from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
-from tests.conftest import get_patched_exchange, get_patched_freqtradebot
+from tests.conftest import get_patched_exchange
 
 
 def test_ohlcv(mocker, default_conf, ohlcv_history):
@@ -151,21 +153,29 @@ def test_market(mocker, default_conf, markets):
     assert res is None
 
 
-def test_current_whitelist(mocker, shitcoinmarkets, tickers, default_conf):
-    default_conf.update(
-        {"pairlists": [{"method": "VolumePairList",
-                        "number_assets": 10,
-                        "sort_key": "quoteVolume"}], }, )
-    default_conf['exchange']['pair_blacklist'] = ['BLK/BTC']
+@patch('freqtrade.pairlist.pairlistmanager.PairListManager')
+@patch('freqtrade.exchange.Exchange')
+def test_current_whitelist(exchange, PairListManager, default_conf):
+    # patch default conf to volumepairlist
+    default_conf['pairlists'][0] = {'method': 'VolumePairList', "number_assets": 5}
 
-    mocker.patch.multiple('freqtrade.exchange.Exchange', get_tickers=tickers,
-                          exchange_has=MagicMock(return_value=True), )
-    bot = get_patched_freqtradebot(mocker, default_conf)
-    # Remock markets with shitcoinmarkets since get_patched_freqtradebot uses the markets fixture
-    mocker.patch.multiple('freqtrade.exchange.Exchange',
-                          markets=PropertyMock(return_value=shitcoinmarkets), )
-    # argument: use the whitelist dynamically by exchange-volume
-    whitelist = ['ETH/BTC', 'TKN/BTC', 'LTC/BTC', 'XRP/BTC', 'HOT/BTC', 'FUEL/BTC']
+    pairlist = PairListManager(exchange, default_conf)
+    dp = DataProvider(default_conf, exchange, pairlist)
 
-    current_wl = bot.dataprovider.current_whitelist()
-    assert whitelist == current_wl
+    # Simulate volumepairs from exchange.
+    # pairlist.refresh_pairlist()
+    # Set the pairs manually... this would be done in refresh pairlist default whitelist + volumePL - blacklist
+    default_whitelist = default_conf['exchange']['pair_whitelist']
+    default_blacklist = default_conf['exchange']['pair_blacklist']
+    volume_pairlist = ['ETH/BTC', 'LINK/BTC', 'ZRX/BTC', 'BCH/BTC', 'XRP/BTC']
+    current_whitelist = list(set(volume_pairlist + default_whitelist))
+    for pair in default_blacklist:
+        if pair in current_whitelist:
+            current_whitelist.remove(pair)
+    pairlist._whitelist = current_whitelist
+
+    assert dp.current_whitelist() == pairlist._whitelist
+
+    with pytest.raises(OperationalException) as e:
+        dp = DataProvider(default_conf, exchange)
+        dp.current_whitelist()

From bc9efc31ad6c6e0806111384e6fa8229285d298a Mon Sep 17 00:00:00 2001
From: "Paul D. Mendes" <pauldmendes5@gmail.com>
Date: Wed, 6 May 2020 19:48:57 +0400
Subject: [PATCH 1044/1106] Added Method for accessing current pair list on
 initialization for dynamic informative pairs

moved import into function to avoid circular import with hyperopt
---
 freqtrade/data/dataprovider.py  | 14 ++++++++++++++
 tests/data/test_dataprovider.py | 33 +++++++++++++++++++++++++--------
 2 files changed, 39 insertions(+), 8 deletions(-)

diff --git a/freqtrade/data/dataprovider.py b/freqtrade/data/dataprovider.py
index 1df710152..af0914939 100644
--- a/freqtrade/data/dataprovider.py
+++ b/freqtrade/data/dataprovider.py
@@ -116,3 +116,17 @@ class DataProvider:
         can be "live", "dry-run", "backtest", "edgecli", "hyperopt" or "other".
         """
         return RunMode(self._config.get('runmode', RunMode.OTHER))
+
+    def current_whitelist(self) -> List[str]:
+        """
+        fetch latest available whitelist.
+
+        Useful when you have a large whitelist and need to call each pair as an informative pair.
+        As available pairs does not show whitelist until after informative pairs have been cached.
+        :return: list of pairs in whitelist
+        """
+        from freqtrade.pairlist.pairlistmanager import PairListManager
+
+        pairlists = PairListManager(self._exchange, self._config)
+        pairlists.refresh_pairlist()
+        return pairlists.whitelist
diff --git a/tests/data/test_dataprovider.py b/tests/data/test_dataprovider.py
index 2b3dda188..e5af80bc8 100644
--- a/tests/data/test_dataprovider.py
+++ b/tests/data/test_dataprovider.py
@@ -1,10 +1,10 @@
-from unittest.mock import MagicMock
+from unittest.mock import MagicMock, PropertyMock
 
 from pandas import DataFrame
 
 from freqtrade.data.dataprovider import DataProvider
 from freqtrade.state import RunMode
-from tests.conftest import get_patched_exchange
+from tests.conftest import get_patched_exchange, get_patched_freqtradebot
 
 
 def test_ohlcv(mocker, default_conf, ohlcv_history):
@@ -64,8 +64,8 @@ def test_get_pair_dataframe(mocker, default_conf, ohlcv_history):
     assert dp.get_pair_dataframe("NONESENSE/AAA", ticker_interval).empty
 
     # Test with and without parameter
-    assert dp.get_pair_dataframe("UNITTEST/BTC",
-                                 ticker_interval).equals(dp.get_pair_dataframe("UNITTEST/BTC"))
+    assert dp.get_pair_dataframe("UNITTEST/BTC", ticker_interval)\
+        .equals(dp.get_pair_dataframe("UNITTEST/BTC"))
 
     default_conf["runmode"] = RunMode.LIVE
     dp = DataProvider(default_conf, exchange)
@@ -90,10 +90,7 @@ def test_available_pairs(mocker, default_conf, ohlcv_history):
 
     dp = DataProvider(default_conf, exchange)
     assert len(dp.available_pairs) == 2
-    assert dp.available_pairs == [
-        ("XRP/BTC", ticker_interval),
-        ("UNITTEST/BTC", ticker_interval),
-    ]
+    assert dp.available_pairs == [("XRP/BTC", ticker_interval), ("UNITTEST/BTC", ticker_interval), ]
 
 
 def test_refresh(mocker, default_conf, ohlcv_history):
@@ -152,3 +149,23 @@ def test_market(mocker, default_conf, markets):
 
     res = dp.market('UNITTEST/BTC')
     assert res is None
+
+
+def test_current_whitelist(mocker, shitcoinmarkets, tickers, default_conf):
+    default_conf.update(
+        {"pairlists": [{"method": "VolumePairList",
+                        "number_assets": 10,
+                        "sort_key": "quoteVolume"}], }, )
+    default_conf['exchange']['pair_blacklist'] = ['BLK/BTC']
+
+    mocker.patch.multiple('freqtrade.exchange.Exchange', get_tickers=tickers,
+                          exchange_has=MagicMock(return_value=True), )
+    bot = get_patched_freqtradebot(mocker, default_conf)
+    # Remock markets with shitcoinmarkets since get_patched_freqtradebot uses the markets fixture
+    mocker.patch.multiple('freqtrade.exchange.Exchange',
+                          markets=PropertyMock(return_value=shitcoinmarkets), )
+    # argument: use the whitelist dynamically by exchange-volume
+    whitelist = ['ETH/BTC', 'TKN/BTC', 'LTC/BTC', 'XRP/BTC', 'HOT/BTC', 'FUEL/BTC']
+
+    current_wl = bot.dataprovider.current_whitelist()
+    assert whitelist == current_wl

From a5bfa5515cbdbab500dbe9df614730107804bacd Mon Sep 17 00:00:00 2001
From: "Paul D. Mendes" <pauldmendes5@gmail.com>
Date: Mon, 11 May 2020 20:13:06 +0400
Subject: [PATCH 1045/1106] Fix flake8 mypy

---
 freqtrade/data/dataprovider.py  | 2 +-
 tests/data/test_dataprovider.py | 6 ++++--
 2 files changed, 5 insertions(+), 3 deletions(-)

diff --git a/freqtrade/data/dataprovider.py b/freqtrade/data/dataprovider.py
index 01397d6b7..984652e24 100644
--- a/freqtrade/data/dataprovider.py
+++ b/freqtrade/data/dataprovider.py
@@ -22,7 +22,7 @@ class DataProvider:
     def __init__(self, config: dict, exchange: Exchange, pairlists=None) -> None:
         self._config = config
         self._exchange = exchange
-        self._pairlists: Optional = pairlists
+        self._pairlists = pairlists
 
     def refresh(self,
                 pairlist: List[Tuple[str, str]],
diff --git a/tests/data/test_dataprovider.py b/tests/data/test_dataprovider.py
index 247703619..45ce1c009 100644
--- a/tests/data/test_dataprovider.py
+++ b/tests/data/test_dataprovider.py
@@ -164,7 +164,9 @@ def test_current_whitelist(exchange, PairListManager, default_conf):
 
     # Simulate volumepairs from exchange.
     # pairlist.refresh_pairlist()
-    # Set the pairs manually... this would be done in refresh pairlist default whitelist + volumePL - blacklist
+
+    # Set the pairs manually... this would be done in refresh pairlist
+    # default whitelist + volumePL - blacklist
     default_whitelist = default_conf['exchange']['pair_whitelist']
     default_blacklist = default_conf['exchange']['pair_blacklist']
     volume_pairlist = ['ETH/BTC', 'LINK/BTC', 'ZRX/BTC', 'BCH/BTC', 'XRP/BTC']
@@ -176,6 +178,6 @@ def test_current_whitelist(exchange, PairListManager, default_conf):
 
     assert dp.current_whitelist() == pairlist._whitelist
 
-    with pytest.raises(OperationalException) as e:
+    with pytest.raises(OperationalException):
         dp = DataProvider(default_conf, exchange)
         dp.current_whitelist()

From 9fbe1357902aa90243309781f164e7328fdc5b9a Mon Sep 17 00:00:00 2001
From: "Paul D. Mendes" <pauldmendes5@gmail.com>
Date: Mon, 11 May 2020 19:32:28 +0400
Subject: [PATCH 1046/1106] attached pairlist manager onto dataprovider init
 for unified access to dynamic whitelist

---
 freqtrade/data/dataprovider.py  | 12 +++++----
 freqtrade/freqtradebot.py       |  6 ++---
 tests/data/test_dataprovider.py | 48 ++++++++++++++++++++-------------
 3 files changed, 40 insertions(+), 26 deletions(-)

diff --git a/freqtrade/data/dataprovider.py b/freqtrade/data/dataprovider.py
index af0914939..984652e24 100644
--- a/freqtrade/data/dataprovider.py
+++ b/freqtrade/data/dataprovider.py
@@ -10,6 +10,7 @@ from typing import Any, Dict, List, Optional, Tuple
 from pandas import DataFrame
 
 from freqtrade.data.history import load_pair_history
+from freqtrade.exceptions import OperationalException
 from freqtrade.exchange import Exchange
 from freqtrade.state import RunMode
 
@@ -18,9 +19,10 @@ logger = logging.getLogger(__name__)
 
 class DataProvider:
 
-    def __init__(self, config: dict, exchange: Exchange) -> None:
+    def __init__(self, config: dict, exchange: Exchange, pairlists=None) -> None:
         self._config = config
         self._exchange = exchange
+        self._pairlists = pairlists
 
     def refresh(self,
                 pairlist: List[Tuple[str, str]],
@@ -125,8 +127,8 @@ class DataProvider:
         As available pairs does not show whitelist until after informative pairs have been cached.
         :return: list of pairs in whitelist
         """
-        from freqtrade.pairlist.pairlistmanager import PairListManager
 
-        pairlists = PairListManager(self._exchange, self._config)
-        pairlists.refresh_pairlist()
-        return pairlists.whitelist
+        if self._pairlists:
+            return self._pairlists.whitelist
+        else:
+            raise OperationalException("Dataprovider was not initialized with a pairlist provider.")
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 4f4b3e3bb..73f0873e4 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -71,15 +71,15 @@ class FreqtradeBot:
 
         self.wallets = Wallets(self.config, self.exchange)
 
-        self.dataprovider = DataProvider(self.config, self.exchange)
+        self.pairlists = PairListManager(self.exchange, self.config)
+
+        self.dataprovider = DataProvider(self.config, self.exchange, self.pairlists)
 
         # Attach Dataprovider to Strategy baseclass
         IStrategy.dp = self.dataprovider
         # Attach Wallets to Strategy baseclass
         IStrategy.wallets = self.wallets
 
-        self.pairlists = PairListManager(self.exchange, self.config)
-
         # Initializing Edge only if enabled
         self.edge = Edge(self.config, self.exchange, self.strategy) if \
             self.config.get('edge', {}).get('enabled', False) else None
diff --git a/tests/data/test_dataprovider.py b/tests/data/test_dataprovider.py
index e5af80bc8..45ce1c009 100644
--- a/tests/data/test_dataprovider.py
+++ b/tests/data/test_dataprovider.py
@@ -1,10 +1,12 @@
-from unittest.mock import MagicMock, PropertyMock
+from unittest.mock import MagicMock, patch
 
 from pandas import DataFrame
+import pytest
 
 from freqtrade.data.dataprovider import DataProvider
+from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
-from tests.conftest import get_patched_exchange, get_patched_freqtradebot
+from tests.conftest import get_patched_exchange
 
 
 def test_ohlcv(mocker, default_conf, ohlcv_history):
@@ -151,21 +153,31 @@ def test_market(mocker, default_conf, markets):
     assert res is None
 
 
-def test_current_whitelist(mocker, shitcoinmarkets, tickers, default_conf):
-    default_conf.update(
-        {"pairlists": [{"method": "VolumePairList",
-                        "number_assets": 10,
-                        "sort_key": "quoteVolume"}], }, )
-    default_conf['exchange']['pair_blacklist'] = ['BLK/BTC']
+@patch('freqtrade.pairlist.pairlistmanager.PairListManager')
+@patch('freqtrade.exchange.Exchange')
+def test_current_whitelist(exchange, PairListManager, default_conf):
+    # patch default conf to volumepairlist
+    default_conf['pairlists'][0] = {'method': 'VolumePairList', "number_assets": 5}
 
-    mocker.patch.multiple('freqtrade.exchange.Exchange', get_tickers=tickers,
-                          exchange_has=MagicMock(return_value=True), )
-    bot = get_patched_freqtradebot(mocker, default_conf)
-    # Remock markets with shitcoinmarkets since get_patched_freqtradebot uses the markets fixture
-    mocker.patch.multiple('freqtrade.exchange.Exchange',
-                          markets=PropertyMock(return_value=shitcoinmarkets), )
-    # argument: use the whitelist dynamically by exchange-volume
-    whitelist = ['ETH/BTC', 'TKN/BTC', 'LTC/BTC', 'XRP/BTC', 'HOT/BTC', 'FUEL/BTC']
+    pairlist = PairListManager(exchange, default_conf)
+    dp = DataProvider(default_conf, exchange, pairlist)
 
-    current_wl = bot.dataprovider.current_whitelist()
-    assert whitelist == current_wl
+    # Simulate volumepairs from exchange.
+    # pairlist.refresh_pairlist()
+
+    # Set the pairs manually... this would be done in refresh pairlist
+    # default whitelist + volumePL - blacklist
+    default_whitelist = default_conf['exchange']['pair_whitelist']
+    default_blacklist = default_conf['exchange']['pair_blacklist']
+    volume_pairlist = ['ETH/BTC', 'LINK/BTC', 'ZRX/BTC', 'BCH/BTC', 'XRP/BTC']
+    current_whitelist = list(set(volume_pairlist + default_whitelist))
+    for pair in default_blacklist:
+        if pair in current_whitelist:
+            current_whitelist.remove(pair)
+    pairlist._whitelist = current_whitelist
+
+    assert dp.current_whitelist() == pairlist._whitelist
+
+    with pytest.raises(OperationalException):
+        dp = DataProvider(default_conf, exchange)
+        dp.current_whitelist()

From c8f3ef884b13e359c572043b6e9e7892a448cb2d Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Mon, 11 May 2020 20:22:19 +0300
Subject: [PATCH 1047/1106] Minor: Add filterwarning for DeprecationWarning in
 test

---
 tests/optimize/test_backtesting.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 6c2d6c9dd..093cbf966 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -649,6 +649,7 @@ def test_backtest_start_timerange(default_conf, mocker, caplog, testdatadir):
         assert log_has(line, caplog)
 
 
+@pytest.mark.filterwarnings("ignore:deprecated")
 def test_backtest_start_multi_strat(default_conf, mocker, caplog, testdatadir):
 
     patch_exchange(mocker)

From 258071928f8c673ab18cff5442c9abf5c0026f0e Mon Sep 17 00:00:00 2001
From: prashanthsandela <prashanthsandela@users.noreply.github.com>
Date: Mon, 11 May 2020 17:21:04 -0700
Subject: [PATCH 1048/1106] Correct log path in doc.

---
 docs/docker.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/docker.md b/docs/docker.md
index cd24994bc..ad98864a6 100644
--- a/docs/docker.md
+++ b/docs/docker.md
@@ -65,7 +65,7 @@ docker-compose up -d
 
 #### Docker-compose logs
 
-Logs will be written to `user_data/freqtrade.log`. 
+Logs will be written to `user_data/logs/freqtrade.log`. 
 Alternatively, you can check the latest logs using `docker-compose logs -f`.
 
 #### Database

From e864db1843c378b0eb8c6936f1b8a4aa3230eddc Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 12 May 2020 06:38:14 +0200
Subject: [PATCH 1049/1106] Update test for dp.current_whitelist

---
 tests/data/test_dataprovider.py | 27 +++++++++++----------------
 1 file changed, 11 insertions(+), 16 deletions(-)

diff --git a/tests/data/test_dataprovider.py b/tests/data/test_dataprovider.py
index 45ce1c009..3e42abb95 100644
--- a/tests/data/test_dataprovider.py
+++ b/tests/data/test_dataprovider.py
@@ -1,9 +1,10 @@
-from unittest.mock import MagicMock, patch
+from unittest.mock import MagicMock
 
 from pandas import DataFrame
 import pytest
 
 from freqtrade.data.dataprovider import DataProvider
+from freqtrade.pairlist.pairlistmanager import PairListManager
 from freqtrade.exceptions import OperationalException
 from freqtrade.state import RunMode
 from tests.conftest import get_patched_exchange
@@ -153,30 +154,24 @@ def test_market(mocker, default_conf, markets):
     assert res is None
 
 
-@patch('freqtrade.pairlist.pairlistmanager.PairListManager')
-@patch('freqtrade.exchange.Exchange')
-def test_current_whitelist(exchange, PairListManager, default_conf):
+def test_current_whitelist(mocker, default_conf, tickers):
     # patch default conf to volumepairlist
     default_conf['pairlists'][0] = {'method': 'VolumePairList', "number_assets": 5}
 
+    mocker.patch.multiple('freqtrade.exchange.Exchange',
+                          exchange_has=MagicMock(return_value=True),
+                          get_tickers=tickers)
+    exchange = get_patched_exchange(mocker, default_conf)
+
     pairlist = PairListManager(exchange, default_conf)
     dp = DataProvider(default_conf, exchange, pairlist)
 
     # Simulate volumepairs from exchange.
-    # pairlist.refresh_pairlist()
-
-    # Set the pairs manually... this would be done in refresh pairlist
-    # default whitelist + volumePL - blacklist
-    default_whitelist = default_conf['exchange']['pair_whitelist']
-    default_blacklist = default_conf['exchange']['pair_blacklist']
-    volume_pairlist = ['ETH/BTC', 'LINK/BTC', 'ZRX/BTC', 'BCH/BTC', 'XRP/BTC']
-    current_whitelist = list(set(volume_pairlist + default_whitelist))
-    for pair in default_blacklist:
-        if pair in current_whitelist:
-            current_whitelist.remove(pair)
-    pairlist._whitelist = current_whitelist
+    pairlist.refresh_pairlist()
 
     assert dp.current_whitelist() == pairlist._whitelist
+    # The identity of the 2 lists should be identical
+    assert dp.current_whitelist() is pairlist._whitelist
 
     with pytest.raises(OperationalException):
         dp = DataProvider(default_conf, exchange)

From aa25461e8854cd7e525b3b7eeddf1bfd8ae3a8d3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 12 May 2020 07:20:59 +0200
Subject: [PATCH 1050/1106] Show forcebuy status so it's visible before calling
 forcebuy.

---
 freqtrade/rpc/rpc.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 10eeb572f..851092f1a 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -104,6 +104,7 @@ class RPC:
             'ticker_interval': config['ticker_interval'],
             'exchange': config['exchange']['name'],
             'strategy': config['strategy'],
+            'forcebuy_enabled': self._freqtrade.config.get('forcebuy_enable', False),
             'state': str(self._freqtrade.state)
         }
         return val

From e2b9c248568a03b30016a3c13ac72b5f8f51ef91 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Tue, 12 May 2020 13:54:13 +0300
Subject: [PATCH 1051/1106] Docs: Fix sample in strategy-advanced

---
 docs/strategy-advanced.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/strategy-advanced.md b/docs/strategy-advanced.md
index 39e92d651..684e58f22 100644
--- a/docs/strategy-advanced.md
+++ b/docs/strategy-advanced.md
@@ -20,7 +20,7 @@ It applies a tight timeout for higher priced assets, while allowing more time to
 The function must return either `True` (cancel order) or `False` (keep order alive).
 
 ``` python
-from datetime import datetime, timestamp
+from datetime import datetime
 from freqtrade.persistence import Trade
 
 class Awesomestrategy(IStrategy):
@@ -59,7 +59,7 @@ class Awesomestrategy(IStrategy):
 ### Custom order timeout example (using additional data)
 
 ``` python
-from datetime import datetime, timestamp
+from datetime import datetime
 from freqtrade.persistence import Trade
 
 class Awesomestrategy(IStrategy):

From 77c9334c50cc43453b71e5ab4bd9e3353e8f80c0 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Tue, 12 May 2020 13:39:24 +0200
Subject: [PATCH 1052/1106] Use available config object

Co-authored-by: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 freqtrade/rpc/rpc.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 851092f1a..d3b6b9639 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -104,7 +104,7 @@ class RPC:
             'ticker_interval': config['ticker_interval'],
             'exchange': config['exchange']['name'],
             'strategy': config['strategy'],
-            'forcebuy_enabled': self._freqtrade.config.get('forcebuy_enable', False),
+            'forcebuy_enabled': config.get('forcebuy_enable', False),
             'state': str(self._freqtrade.state)
         }
         return val

From f1367b38a4c52c605287d876721c9070873eb901 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Tue, 12 May 2020 14:42:33 +0300
Subject: [PATCH 1053/1106] Docs: Fix the fix

---
 docs/strategy-advanced.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/strategy-advanced.md b/docs/strategy-advanced.md
index 684e58f22..69e2256a1 100644
--- a/docs/strategy-advanced.md
+++ b/docs/strategy-advanced.md
@@ -20,7 +20,7 @@ It applies a tight timeout for higher priced assets, while allowing more time to
 The function must return either `True` (cancel order) or `False` (keep order alive).
 
 ``` python
-from datetime import datetime
+from datetime import datetime, timedelta
 from freqtrade.persistence import Trade
 
 class Awesomestrategy(IStrategy):

From 63dfe3669ff994b535adde5f1609bbba283de69f Mon Sep 17 00:00:00 2001
From: "Paul D. Mendes" <pauldmendes5@gmail.com>
Date: Wed, 13 May 2020 00:25:57 +0400
Subject: [PATCH 1054/1106] Updated docs for #3267

---
 docs/strategy-customization.md | 160 +++++++++++++++++++++------------
 1 file changed, 105 insertions(+), 55 deletions(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index c4fc55811..20cde7556 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -324,62 +324,9 @@ class Awesomestrategy(IStrategy):
 !!! Note
     If the data is pair-specific, make sure to use pair as one of the keys in the dictionary.
 
-### Additional data (DataProvider)
+***
 
-The strategy provides access to the `DataProvider`. This allows you to get additional data to use in your strategy.
-
-All methods return `None` in case of failure (do not raise an exception).
-
-Please always check the mode of operation to select the correct method to get data (samples see below).
-
-#### Possible options for DataProvider
-
-- `available_pairs` - Property with tuples listing cached pairs with their intervals (pair, interval).
-- `ohlcv(pair, timeframe)` - Currently cached candle (OHLCV) data for the pair, returns DataFrame or empty DataFrame.
-- `historic_ohlcv(pair, timeframe)` - Returns historical data stored on disk.
-- `get_pair_dataframe(pair, timeframe)` - This is a universal method, which returns either historical data (for backtesting) or cached live data (for the Dry-Run and Live-Run modes).
-- `orderbook(pair, maximum)` - Returns latest orderbook data for the pair, a dict with bids/asks with a total of `maximum` entries.
-- `market(pair)` - Returns market data for the pair: fees, limits, precisions, activity flag, etc. See [ccxt documentation](https://github.com/ccxt/ccxt/wiki/Manual#markets) for more details on Market data structure.
-- `runmode` - Property containing the current runmode.
-
-#### Example: fetch live / historical candle (OHLCV) data for the first informative pair
-
-``` python
-if self.dp:
-    inf_pair, inf_timeframe = self.informative_pairs()[0]
-    informative = self.dp.get_pair_dataframe(pair=inf_pair,
-                                             timeframe=inf_timeframe)
-```
-
-!!! Warning "Warning about backtesting"
-    Be carefull when using dataprovider in backtesting. `historic_ohlcv()` (and `get_pair_dataframe()`
-    for the backtesting runmode) provides the full time-range in one go,
-    so please be aware of it and make sure to not "look into the future" to avoid surprises when running in dry/live mode).
-
-!!! Warning "Warning in hyperopt"
-    This option cannot currently be used during hyperopt.
-
-#### Orderbook
-
-``` python
-if self.dp:
-    if self.dp.runmode.value in ('live', 'dry_run'):
-        ob = self.dp.orderbook(metadata['pair'], 1)
-        dataframe['best_bid'] = ob['bids'][0][0]
-        dataframe['best_ask'] = ob['asks'][0][0]
-```
-
-!!! Warning
-    The order book is not part of the historic data which means backtesting and hyperopt will not work if this
-    method is used.
-
-#### Available Pairs
-
-``` python
-if self.dp:
-    for pair, timeframe in self.dp.available_pairs:
-        print(f"available {pair}, {timeframe}")
-```
+### Additional data (informative_pairs)
 
 #### Get data for non-tradeable pairs
 
@@ -404,6 +351,108 @@ def informative_pairs(self):
     It is however better to use resampling to longer time-intervals when possible
     to avoid hammering the exchange with too many requests and risk being blocked.
 
+***
+
+### Additional data (DataProvider)
+
+The strategy provides access to the `DataProvider`. This allows you to get additional data to use in your strategy.
+
+All methods return `None` in case of failure (do not raise an exception).
+
+Please always check the mode of operation to select the correct method to get data (samples see below).
+
+#### Possible options for DataProvider
+
+- [`available_pairs`](#available_pairs) - Property with tuples listing cached pairs with their intervals (pair, interval).
+- [`current_whitelist()`](#current_whitelist) - Returns a current list of whitelisted pairs. Useful for accessing dynamic whitelists (ie. VolumePairlist)
+- [`get_pair_dataframe(pair, timeframe)`](#get_pair_dataframepair-timeframe) - This is a universal method, which returns either historical data (for backtesting) or cached live data (for the Dry-Run and Live-Run modes).
+- `historic_ohlcv(pair, timeframe)` - Returns historical data stored on disk.
+- `market(pair)` - Returns market data for the pair: fees, limits, precisions, activity flag, etc. See [ccxt documentation](https://github.com/ccxt/ccxt/wiki/Manual#markets) for more details on Market data structure.
+- `ohlcv(pair, timeframe)` - Currently cached candle (OHLCV) data for the pair, returns DataFrame or empty DataFrame.
+- [`orderbook(pair, maximum)`](#orderbookpair-maximum) - Returns latest orderbook data for the pair, a dict with bids/asks with a total of `maximum` entries.
+- `runmode` - Property containing the current runmode.
+
+#### Example Usages:
+
+#### *available_pairs*
+
+``` python
+if self.dp:
+    for pair, timeframe in self.dp.available_pairs:
+        print(f"available {pair}, {timeframe}")
+```
+
+#### *current_whitelist()*
+Imagine you've developed a strategy that trades the `1m` timeframe using signals generated from a `1d` timeframe on the top 10 volume pairs by volume. 
+
+The strategy might look something like this:
+
+*Scan through the top 10 pairs by volume using the `VolumePairList` every minute and use a 14 day ATR to buy and sell.*
+
+Due to the limited available data, it's impossible to resample our `1m` candles into daily candles for use in the 14 day ATR. Most exchanges limit us to just 500 candles which effectively gives us around 1/3 of a daily candle. We need 14 days at least!
+
+Since we can't resample our data we will have to use an informative pair; and since our whitelist will be dynamic we don't know which pair(s) to use.
+
+This is where calling `self.dp.current_whitelist()` comes in handy.
+
+```python
+class SampleStrategy(IStrategy):
+    # strategy init stuff...
+
+    ticker_interval = '1m'
+
+    # more strategy init stuff..
+
+    def informative_pairs(self):
+
+        # get access to all pairs available in whitelist. 
+        pairs = self.dp.current_whitelist()
+        # Assign tf to each pair so they can be downloaded and cached for strategy.
+        informative_pairs = [(pair, '1d') for pair in pairs]
+        return informative_pairs
+
+    def populate_indicators(self, dataframe, metadata):
+        # Get the informative pair
+        informative = self.dp.get_pair_dataframe(pair=metadata['pair'], timeframe='1d')
+        # Get the 14 day ATR.
+        atr = ta.ATR(informative, timeperiod=14)
+        # Assign the Daily atr to the 1 minute dataframe.
+        dataframe['daily_atr'] = atr
+```
+
+#### *get_pair_dataframe(pair, timeframe)*
+
+``` python
+# fetch live / historical candle (OHLCV) data for the first informative pair
+if self.dp:
+    inf_pair, inf_timeframe = self.informative_pairs()[0]
+    informative = self.dp.get_pair_dataframe(pair=inf_pair,
+                                             timeframe=inf_timeframe)
+```
+
+!!! Warning "Warning about backtesting"
+    Be carefull when using dataprovider in backtesting. `historic_ohlcv()` (and `get_pair_dataframe()`
+    for the backtesting runmode) provides the full time-range in one go,
+    so please be aware of it and make sure to not "look into the future" to avoid surprises when running in dry/live mode).
+
+!!! Warning "Warning in hyperopt"
+    This option cannot currently be used during hyperopt.
+
+#### *orderbook(pair, maximum)*
+
+``` python
+if self.dp:
+    if self.dp.runmode.value in ('live', 'dry_run'):
+        ob = self.dp.orderbook(metadata['pair'], 1)
+        dataframe['best_bid'] = ob['bids'][0][0]
+        dataframe['best_ask'] = ob['asks'][0][0]
+```
+
+!!! Warning
+    The order book is not part of the historic data which means backtesting and hyperopt will not work if this
+    method is used.
+
+***
 ### Additional data (Wallets)
 
 The strategy provides access to the `Wallets` object. This contains the current balances on the exchange.
@@ -426,6 +475,7 @@ if self.wallets:
 - `get_used(asset)` - currently tied up balance (open orders)
 - `get_total(asset)` - total available balance - sum of the 2 above
 
+***
 ### Additional data (Trades)
 
 A history of Trades can be retrieved in the strategy by querying the database.

From 0c3bdd66aca0dab2ce912a547c57e24239babc95 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 13 May 2020 06:50:52 +0200
Subject: [PATCH 1055/1106] Update sql cheatsheet iwth current table structure

---
 docs/sql_cheatsheet.md | 79 +++++++++++++++++++++++++++---------------
 1 file changed, 51 insertions(+), 28 deletions(-)

diff --git a/docs/sql_cheatsheet.md b/docs/sql_cheatsheet.md
index b7b38c3dc..895a0536a 100644
--- a/docs/sql_cheatsheet.md
+++ b/docs/sql_cheatsheet.md
@@ -1,13 +1,20 @@
 # SQL Helper
+
 This page contains some help if you want to edit your sqlite db.
 
 ## Install sqlite3
-**Ubuntu/Debian installation**
+
+Sqlite3 is a terminal based sqlite application.
+Feel free to use a visual Database editor like SqliteBrowser if you feel more comfortable with that.
+
+### Ubuntu/Debian installation
+
 ```bash
 sudo apt-get install sqlite3
 ```
 
 ## Open the DB
+
 ```bash
 sqlite3
 .open <filepath>
@@ -16,45 +23,61 @@ sqlite3
 ## Table structure
 
 ### List tables
+
 ```bash
 .tables
 ```
 
 ### Display table structure
+
 ```bash
 .schema <table_name>
 ```
 
 ### Trade table structure
+
 ```sql
-CREATE TABLE trades (
-	id INTEGER NOT NULL,
-	exchange VARCHAR NOT NULL,
-	pair VARCHAR NOT NULL,
-	is_open BOOLEAN NOT NULL,
-	fee_open FLOAT NOT NULL,
-	fee_close FLOAT NOT NULL,
-	open_rate FLOAT,
-	open_rate_requested FLOAT,
-	close_rate FLOAT,
-	close_rate_requested FLOAT,
-	close_profit FLOAT,
-	stake_amount FLOAT NOT NULL,
-	amount FLOAT,
-	open_date DATETIME NOT NULL,
-	close_date DATETIME,
-	open_order_id VARCHAR,
-	stop_loss FLOAT,
-	initial_stop_loss FLOAT,
-	stoploss_order_id VARCHAR,
-	stoploss_last_update DATETIME,
-	max_rate FLOAT,
-	sell_reason VARCHAR,
-	strategy VARCHAR,
-	ticker_interval INTEGER,
-	PRIMARY KEY (id),
-	CHECK (is_open IN (0, 1))
+CREATE TABLE trades
+    id INTEGER NOT NULL,
+    exchange VARCHAR NOT NULL,
+    pair VARCHAR NOT NULL,
+    is_open BOOLEAN NOT NULL,
+    fee_open FLOAT NOT NULL,
+    fee_open_cost FLOAT,
+    fee_open_currency VARCHAR,
+    fee_close FLOAT NOT NULL,
+    fee_close_cost FLOAT,
+    fee_close_currency VARCHAR,
+    open_rate FLOAT,
+    open_rate_requested FLOAT,
+    open_trade_price FLOAT,
+    close_rate FLOAT,
+    close_rate_requested FLOAT,
+    close_profit FLOAT,
+    close_profit_abs FLOAT,
+    stake_amount FLOAT NOT NULL,
+    amount FLOAT,
+    open_date DATETIME NOT NULL,
+    close_date DATETIME,
+    open_order_id VARCHAR,
+    stop_loss FLOAT,
+    stop_loss_pct FLOAT,
+    initial_stop_loss FLOAT,
+    initial_stop_loss_pct FLOAT,
+    stoploss_order_id VARCHAR,
+    stoploss_last_update DATETIME,
+    max_rate FLOAT,
+    min_rate FLOAT,
+    sell_reason VARCHAR,
+    strategy VARCHAR,
+    ticker_interval INTEGER,
+    PRIMARY KEY (id),
+    CHECK (is_open IN (0, 1))
 );
+CREATE INDEX ix_trades_stoploss_order_id ON trades (stoploss_order_id);
+CREATE INDEX ix_trades_pair ON trades (pair);
+CREATE INDEX ix_trades_is_open ON trades (is_open);
+
 ```
 
 ## Get all trades in the table

From fe3ea8e7ec4f3c8af8dfec2a02b5299a926acf58 Mon Sep 17 00:00:00 2001
From: bmoulkaf <moulkaf.badreddine@gmail.com>
Date: Wed, 13 May 2020 05:15:18 +0000
Subject: [PATCH 1056/1106] Fix stoploss on binance bug

---
 freqtrade/exchange/binance.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/exchange/binance.py b/freqtrade/exchange/binance.py
index 875628af9..37183dc2c 100644
--- a/freqtrade/exchange/binance.py
+++ b/freqtrade/exchange/binance.py
@@ -72,7 +72,7 @@ class Binance(Exchange):
             rate = self.price_to_precision(pair, rate)
 
             order = self._api.create_order(symbol=pair, type=ordertype, side='sell',
-                                           amount=amount, price=stop_price, params=params)
+                                           amount=amount, price=rate, params=params)
             logger.info('stoploss limit order added for %s. '
                         'stop price: %s. limit: %s', pair, stop_price, rate)
             return order

From 6e86a47764d1d246d4603292c864547200fa5bbf Mon Sep 17 00:00:00 2001
From: "Paul D. Mendes" <pauldmendes5@gmail.com>
Date: Wed, 13 May 2020 14:49:16 +0400
Subject: [PATCH 1057/1106] updated docs

---
 docs/strategy-customization.md | 11 +++++------
 1 file changed, 5 insertions(+), 6 deletions(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index 20cde7556..d5bc76c65 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -383,13 +383,13 @@ if self.dp:
 ```
 
 #### *current_whitelist()*
-Imagine you've developed a strategy that trades the `1m` timeframe using signals generated from a `1d` timeframe on the top 10 volume pairs by volume. 
+Imagine you've developed a strategy that trades the `5m` timeframe using signals generated from a `1d` timeframe on the top 10 volume pairs by volume. 
 
 The strategy might look something like this:
 
-*Scan through the top 10 pairs by volume using the `VolumePairList` every minute and use a 14 day ATR to buy and sell.*
+*Scan through the top 10 pairs by volume using the `VolumePairList` every 5 minutes and use a 14 day ATR to buy and sell.*
 
-Due to the limited available data, it's impossible to resample our `1m` candles into daily candles for use in the 14 day ATR. Most exchanges limit us to just 500 candles which effectively gives us around 1/3 of a daily candle. We need 14 days at least!
+Due to the limited available data, it's very difficult to resample our `5m` candles into daily candles for use in a 14 day ATR. Most exchanges limit us to just 500 candles which effectively gives us around 1.74 daily candles. We need 14 days at least!
 
 Since we can't resample our data we will have to use an informative pair; and since our whitelist will be dynamic we don't know which pair(s) to use.
 
@@ -399,7 +399,7 @@ This is where calling `self.dp.current_whitelist()` comes in handy.
 class SampleStrategy(IStrategy):
     # strategy init stuff...
 
-    ticker_interval = '1m'
+    ticker_interval = '5m'
 
     # more strategy init stuff..
 
@@ -416,8 +416,7 @@ class SampleStrategy(IStrategy):
         informative = self.dp.get_pair_dataframe(pair=metadata['pair'], timeframe='1d')
         # Get the 14 day ATR.
         atr = ta.ATR(informative, timeperiod=14)
-        # Assign the Daily atr to the 1 minute dataframe.
-        dataframe['daily_atr'] = atr
+        # Do other stuff
 ```
 
 #### *get_pair_dataframe(pair, timeframe)*

From 6ff457e3911fecb1e471b1b4950c277eefc26300 Mon Sep 17 00:00:00 2001
From: Pedro Torres <corfucinas@protonmail.com>
Date: Wed, 13 May 2020 20:50:11 +0800
Subject: [PATCH 1058/1106] Update doc Ta_lib
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Update the document with the latest Ta_lib-0.4.18. 👍
The requirements-common.txt has been updated previously on commit a379e68cf441407c9c04264714bfc7dbcc8e635d
---
 docs/installation.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/installation.md b/docs/installation.md
index 88e2ef6eb..f017bef96 100644
--- a/docs/installation.md
+++ b/docs/installation.md
@@ -248,14 +248,14 @@ git clone https://github.com/freqtrade/freqtrade.git
 
 Install ta-lib according to the [ta-lib documentation](https://github.com/mrjbq7/ta-lib#windows).
 
-As compiling from source on windows has heavy dependencies (requires a partial visual studio installation), there is also a repository of unofficial precompiled windows Wheels [here](https://www.lfd.uci.edu/~gohlke/pythonlibs/#ta-lib), which needs to be downloaded and installed using `pip install TA_Lib‑0.4.17‑cp36‑cp36m‑win32.whl` (make sure to use the version matching your python version)
+As compiling from source on windows has heavy dependencies (requires a partial visual studio installation), there is also a repository of unofficial precompiled windows Wheels [here](https://www.lfd.uci.edu/~gohlke/pythonlibs/#ta-lib), which needs to be downloaded and installed using `pip install TA_Lib‑0.4.18‑cp38‑cp38‑win_amd64.whl` (make sure to use the version matching your python version)
 
 ```cmd
 >cd \path\freqtrade-develop
 >python -m venv .env
 >.env\Scripts\activate.bat
 REM optionally install ta-lib from wheel
-REM >pip install TA_Lib‑0.4.17‑cp36‑cp36m‑win32.whl
+REM >pip install TA_Lib‑0.4.18‑cp38‑cp38‑win_amd64.whl
 >pip install -r requirements.txt
 >pip install -e .
 >freqtrade

From b3dd0a68d56f179eb11a6d3996420a1490922836 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Wed, 13 May 2020 18:51:38 +0300
Subject: [PATCH 1059/1106] minor: fix typo in configuration.md

---
 docs/configuration.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index 67e8578dd..eb7f02d5c 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -108,7 +108,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `forcebuy_enable` | Enables the RPC Commands to force a buy. More information below. <br> **Datatype:** Boolean
 | `strategy` | **Required** Defines Strategy class to use. Recommended to be set via `--strategy NAME`. <br> **Datatype:** ClassName
 | `strategy_path` | Adds an additional strategy lookup path (must be a directory). <br> **Datatype:** String
-| `internals.process_throttle_secs` | Set the process throttle. Value in second. <br>*Defaults to `5` seconds.* <br> **Datatype:** Positive Intege
+| `internals.process_throttle_secs` | Set the process throttle. Value in second. <br>*Defaults to `5` seconds.* <br> **Datatype:** Positive Integer
 | `internals.heartbeat_interval` | Print heartbeat message every N seconds. Set to 0 to disable heartbeat messages. <br>*Defaults to `60` seconds.* <br> **Datatype:** Positive Integer or 0
 | `internals.sd_notify` | Enables use of the sd_notify protocol to tell systemd service manager about changes in the bot state and issue keep-alive pings. See [here](installation.md#7-optional-configure-freqtrade-as-a-systemd-service) for more details. <br> **Datatype:** Boolean
 | `logfile` | Specifies logfile name. Uses a rolling strategy for log file rotation for 10 files with the 1MB limit per file. <br> **Datatype:** String

From 60f26ba5014bccb42f6df91fd776b1f4ab5745f3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 13 May 2020 20:25:32 +0200
Subject: [PATCH 1060/1106] use update_trade_state also for closed stoploss
 orders

---
 freqtrade/freqtradebot.py  | 59 ++++++++++++++++++++------------------
 tests/test_freqtradebot.py |  3 +-
 tests/test_integration.py  |  4 ++-
 3 files changed, 36 insertions(+), 30 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 1f9573122..8732533f7 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -752,7 +752,7 @@ class FreqtradeBot:
         # We check if stoploss order is fulfilled
         if stoploss_order and stoploss_order['status'] == 'closed':
             trade.sell_reason = SellType.STOPLOSS_ON_EXCHANGE.value
-            trade.update(stoploss_order)
+            self.update_trade_state(trade, stoploss_order, sl_order=True)
             # Lock pair for one candle to prevent immediate rebuys
             self.strategy.lock_pair(trade.pair,
                                     timeframe_to_next_date(self.config['ticker_interval']))
@@ -1123,7 +1123,7 @@ class FreqtradeBot:
 #
 
     def update_trade_state(self, trade: Trade, action_order: dict = None,
-                           order_amount: float = None) -> bool:
+                           order_amount: float = None, sl_order: bool = False) -> bool:
         """
         Checks trades with open orders and updates the amount if necessary
         Handles closing both buy and sell orders.
@@ -1131,34 +1131,37 @@ class FreqtradeBot:
         """
         # Get order details for actual price per unit
         if trade.open_order_id:
-            # Update trade with order values
-            logger.info('Found open order for %s', trade)
-            try:
-                order = action_order or self.exchange.get_order(trade.open_order_id, trade.pair)
-            except InvalidOrderException as exception:
-                logger.warning('Unable to fetch order %s: %s', trade.open_order_id, exception)
-                return False
-            # Try update amount (binance-fix)
-            try:
-                new_amount = self.get_real_amount(trade, order, order_amount)
-                if not isclose(order['amount'], new_amount, abs_tol=constants.MATH_CLOSE_PREC):
-                    order['amount'] = new_amount
-                    order.pop('filled', None)
-                    trade.recalc_open_trade_price()
-            except DependencyException as exception:
-                logger.warning("Could not update trade amount: %s", exception)
+            order_id = trade.open_order_id
+        elif trade.stoploss_order_id and sl_order:
+            order_id = trade.stoploss_order_id
+        else:
+            return False
+        # Update trade with order values
+        logger.info('Found open order for %s', trade)
+        try:
+            order = action_order or self.exchange.get_order(order_id, trade.pair)
+        except InvalidOrderException as exception:
+            logger.warning('Unable to fetch order %s: %s', order_id, exception)
+            return False
+        # Try update amount (binance-fix)
+        try:
+            new_amount = self.get_real_amount(trade, order, order_amount)
+            if not isclose(order['amount'], new_amount, abs_tol=constants.MATH_CLOSE_PREC):
+                order['amount'] = new_amount
+                order.pop('filled', None)
+                trade.recalc_open_trade_price()
+        except DependencyException as exception:
+            logger.warning("Could not update trade amount: %s", exception)
 
-            if self.exchange.check_order_canceled_empty(order):
-                # Trade has been cancelled on exchange
-                # Handling of this will happen in check_handle_timeout.
-                return True
-            trade.update(order)
+        if self.exchange.check_order_canceled_empty(order):
+            # Trade has been cancelled on exchange
+            # Handling of this will happen in check_handle_timeout.
+            return True
+        trade.update(order)
 
-            # Updating wallets when order is closed
-            if not trade.is_open:
-                self.wallets.update()
-
-        return False
+        # Updating wallets when order is closed
+        if not trade.is_open:
+            self.wallets.update()
 
     def apply_fee_conditional(self, trade: Trade, trade_base_currency: str,
                               amount: float, fee_abs: float) -> float:
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index b426368c9..2ff51dffd 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1140,7 +1140,8 @@ def test_handle_stoploss_on_exchange(mocker, default_conf, fee, caplog,
         'status': 'closed',
         'type': 'stop_loss_limit',
         'price': 3,
-        'average': 2
+        'average': 2,
+        'amount': limit_buy_order['amount'],
     })
     mocker.patch('freqtrade.exchange.Exchange.get_order', stoploss_order_hit)
     assert freqtrade.handle_stoploss_on_exchange(trade) is True
diff --git a/tests/test_integration.py b/tests/test_integration.py
index 90cdde61f..1396e86f5 100644
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@@ -44,6 +44,8 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
     }
     stoploss_order_closed = stoploss_order_open.copy()
     stoploss_order_closed['status'] = 'closed'
+    stoploss_order_closed['filled'] = stoploss_order_closed['amount']
+
     # Sell first trade based on stoploss, keep 2nd and 3rd trade open
     stoploss_order_mock = MagicMock(
         side_effect=[stoploss_order_closed, stoploss_order_open, stoploss_order_open])
@@ -98,7 +100,7 @@ def test_may_execute_sell_stoploss_on_exchange_multi(default_conf, ticker, fee,
     assert cancel_order_mock.call_count == 1
     # Wallets must be updated between stoploss cancellation and selling, and will be updated again
     # during update_trade_state
-    assert wallets_mock.call_count == 3
+    assert wallets_mock.call_count == 4
 
     trade = trades[0]
     assert trade.sell_reason == SellType.STOPLOSS_ON_EXCHANGE.value

From 255ff6cd0641d2f5796038d34ae4ead799eecff3 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Wed, 13 May 2020 20:52:40 +0200
Subject: [PATCH 1061/1106] Should return False if it's not been cancelled
 empty

---
 freqtrade/freqtradebot.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 8732533f7..7b012d7d3 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1162,6 +1162,7 @@ class FreqtradeBot:
         # Updating wallets when order is closed
         if not trade.is_open:
             self.wallets.update()
+        return False
 
     def apply_fee_conditional(self, trade: Trade, trade_base_currency: str,
                               amount: float, fee_abs: float) -> float:

From ced812660bf6a0aeb41923ca82fada4c5df5c52c Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Wed, 13 May 2020 22:37:50 +0300
Subject: [PATCH 1062/1106] Minor fix in the strategy docs

---
 docs/strategy-customization.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index d5bc76c65..dd451128c 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -331,7 +331,7 @@ class Awesomestrategy(IStrategy):
 #### Get data for non-tradeable pairs
 
 Data for additional, informative pairs (reference pairs) can be beneficial for some strategies.
-Ohlcv data for these pairs will be downloaded as part of the regular whitelist refresh process and is available via `DataProvider` just as other pairs (see above).
+Ohlcv data for these pairs will be downloaded as part of the regular whitelist refresh process and is available via `DataProvider` just as other pairs (see below).
 These parts will **not** be traded unless they are also specified in the pair whitelist, or have been selected by Dynamic Whitelisting.
 
 The pairs need to be specified as tuples in the format `("pair", "interval")`, with pair as the first and time interval as the second argument.

From aae096c6ae30cbff0af2bf0db53f493b363e68cc Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Thu, 14 May 2020 13:36:48 +0300
Subject: [PATCH 1063/1106] Handle fetching ticker for non-existing pair safe
 way

---
 freqtrade/data/dataprovider.py | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/freqtrade/data/dataprovider.py b/freqtrade/data/dataprovider.py
index 2efceae62..7ada4f642 100644
--- a/freqtrade/data/dataprovider.py
+++ b/freqtrade/data/dataprovider.py
@@ -10,7 +10,7 @@ from typing import Any, Dict, List, Optional, Tuple
 from pandas import DataFrame
 
 from freqtrade.data.history import load_pair_history
-from freqtrade.exceptions import OperationalException
+from freqtrade.exceptions import DependencyException, OperationalException
 from freqtrade.exchange import Exchange
 from freqtrade.state import RunMode
 
@@ -97,9 +97,14 @@ class DataProvider:
 
     def ticker(self, pair: str):
         """
-        Return last ticker data
+        Return last ticker data from exchange
+        :param pair: Pair to get the data for
+        :return: Ticker dict from exchange or empty dict if ticker is not available for the pair
         """
-        return self._exchange.fetch_ticker(pair)
+        try:
+            return self._exchange.fetch_ticker(pair)
+        except DependencyException:
+            return {}
 
     def orderbook(self, pair: str, maximum: int) -> Dict[str, List]:
         """

From 38fd361c6865ec3986748b27f25bb90452472c1c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 14 May 2020 14:40:40 +0200
Subject: [PATCH 1064/1106] Add note about PI and docker

---
 docs/docker.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/docs/docker.md b/docs/docker.md
index ad98864a6..9e4e8eefc 100644
--- a/docs/docker.md
+++ b/docs/docker.md
@@ -22,6 +22,9 @@ Freqtrade provides an official Docker image on [Dockerhub](https://hub.docker.co
 !!! Note
     All below comands use relative directories and will have to be executed from the directory containing the `docker-compose.yml` file.
 
+!!! Note "Docker on Raspberry"
+    If you're running freqtrade on a Raspberry PI, you must change the image from `freqtradeorg/freqtrade:master` to `freqtradeorg/freqtrade:master_pi` or ``freqtradeorg/freqtrade:develop_pi`, otherwise the image will not work.
+
 ### Docker quick start
 
 Create a new directory and place the [docker-compose file](https://github.com/freqtrade/freqtrade/blob/develop/docker-compose.yml) in this directory.

From 78b81bac48e2fbb5acee8f2f2ca897620b10a929 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Thu, 14 May 2020 16:43:16 +0300
Subject: [PATCH 1065/1106] Add test for dp.ticker()

---
 tests/data/test_dataprovider.py | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/tests/data/test_dataprovider.py b/tests/data/test_dataprovider.py
index 3e42abb95..32ddfe99e 100644
--- a/tests/data/test_dataprovider.py
+++ b/tests/data/test_dataprovider.py
@@ -154,6 +154,23 @@ def test_market(mocker, default_conf, markets):
     assert res is None
 
 
+def test_ticker(mocker, default_conf, tickers, markets):
+    api_mock = MagicMock()
+    api_mock.markets = markets
+    api_mock.fetch_ticker = MagicMock(side_effect=lambda x: tickers().get(x))
+    exchange = get_patched_exchange(mocker, default_conf, api_mock=api_mock)
+
+    dp = DataProvider(default_conf, exchange)
+    res = dp.ticker('ETH/BTC')
+
+    assert type(res) is dict
+    assert 'symbol' in res
+    assert res['symbol'] == 'ETH/BTC'
+
+    res = dp.ticker('UNITTEST/BTC')
+    assert res == {}
+
+
 def test_current_whitelist(mocker, default_conf, tickers):
     # patch default conf to volumepairlist
     default_conf['pairlists'][0] = {'method': 'VolumePairList', "number_assets": 5}

From fb92300cfab9da7069b506a9943699d268b8066e Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Thu, 14 May 2020 15:48:23 +0200
Subject: [PATCH 1066/1106] Update docs/docker.md

Co-authored-by: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/docker.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/docker.md b/docs/docker.md
index 9e4e8eefc..92478088a 100644
--- a/docs/docker.md
+++ b/docs/docker.md
@@ -23,7 +23,7 @@ Freqtrade provides an official Docker image on [Dockerhub](https://hub.docker.co
     All below comands use relative directories and will have to be executed from the directory containing the `docker-compose.yml` file.
 
 !!! Note "Docker on Raspberry"
-    If you're running freqtrade on a Raspberry PI, you must change the image from `freqtradeorg/freqtrade:master` to `freqtradeorg/freqtrade:master_pi` or ``freqtradeorg/freqtrade:develop_pi`, otherwise the image will not work.
+    If you're running freqtrade on a Raspberry PI, you must change the image from `freqtradeorg/freqtrade:master` to `freqtradeorg/freqtrade:master_pi` or `freqtradeorg/freqtrade:develop_pi`, otherwise the image will not work.
 
 ### Docker quick start
 

From 481f9ba6d6f10befedcddaddd63d973ed3aa7cb0 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 15 May 2020 03:00:55 +0300
Subject: [PATCH 1067/1106] Use list comprehension instead of filter()

---
 freqtrade/pairlist/VolumePairList.py | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/freqtrade/pairlist/VolumePairList.py b/freqtrade/pairlist/VolumePairList.py
index eb44fe725..7ac350de9 100644
--- a/freqtrade/pairlist/VolumePairList.py
+++ b/freqtrade/pairlist/VolumePairList.py
@@ -26,6 +26,7 @@ class VolumePairList(IPairList):
             raise OperationalException(
                 f'`number_assets` not specified. Please check your configuration '
                 'for "pairlist.config.number_assets"')
+
         self._number_pairs = self._pairlistconfig['number_assets']
         self._sort_key = self._pairlistconfig.get('sort_key', 'quoteVolume')
         self._min_value = self._pairlistconfig.get('min_value', 0)
@@ -36,9 +37,11 @@ class VolumePairList(IPairList):
                 'Exchange does not support dynamic whitelist.'
                 'Please edit your config and restart the bot'
             )
+
         if not self._validate_keys(self._sort_key):
             raise OperationalException(
                 f'key {self._sort_key} not in {SORT_VALUES}')
+
         if self._sort_key != 'quoteVolume':
             logger.warning(
                 "DEPRECATED: using any key other than quoteVolume for VolumePairList is deprecated."
@@ -81,7 +84,9 @@ class VolumePairList(IPairList):
                                              self._sort_key, self._min_value)
         else:
             pairs = pairlist
+
         self.log_on_refresh(logger.info, f"Searching {self._number_pairs} pairs: {pairs}")
+
         return pairs
 
     def _gen_pair_whitelist(self, pairlist: List[str], tickers: Dict,
@@ -100,11 +105,11 @@ class VolumePairList(IPairList):
                                 if (self._exchange.get_pair_quote_currency(k) == base_currency
                                     and v[key] is not None)]
         else:
-            # If other pairlist is in front, use the incomming pairlist.
+            # If other pairlist is in front, use the incoming pairlist.
             filtered_tickers = [v for k, v in tickers.items() if k in pairlist]
 
         if min_val > 0:
-            filtered_tickers = list(filter(lambda t: t[key] > min_val, filtered_tickers))
+            filtered_tickers = [v for v in filtered_tickers if v[key] > min_val]
 
         sorted_tickers = sorted(filtered_tickers, reverse=True, key=lambda t: t[key])
 

From 2924b70fd70861555cfb664e0ce8c5ab3d6d359c Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 15 May 2020 03:41:41 +0300
Subject: [PATCH 1068/1106] Cosmetics in tests/pairlist/

---
 tests/pairlist/test_pairlist.py | 48 ++++++++++++++++-----------------
 1 file changed, 24 insertions(+), 24 deletions(-)

diff --git a/tests/pairlist/test_pairlist.py b/tests/pairlist/test_pairlist.py
index f9e2893c3..10886d87c 100644
--- a/tests/pairlist/test_pairlist.py
+++ b/tests/pairlist/test_pairlist.py
@@ -69,44 +69,44 @@ def test_log_on_refresh(mocker, static_pl_conf, markets, tickers):
 
 
 def test_load_pairlist_noexist(mocker, markets, default_conf):
-    bot = get_patched_freqtradebot(mocker, default_conf)
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
     mocker.patch('freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets))
-    plm = PairListManager(bot.exchange, default_conf)
+    plm = PairListManager(freqtrade.exchange, default_conf)
     with pytest.raises(OperationalException,
                        match=r"Impossible to load Pairlist 'NonexistingPairList'. "
                              r"This class does not exist or contains Python code errors."):
-        PairListResolver.load_pairlist('NonexistingPairList', bot.exchange, plm,
+        PairListResolver.load_pairlist('NonexistingPairList', freqtrade.exchange, plm,
                                        default_conf, {}, 1)
 
 
 def test_refresh_market_pair_not_in_whitelist(mocker, markets, static_pl_conf):
 
-    freqtradebot = get_patched_freqtradebot(mocker, static_pl_conf)
+    freqtrade = get_patched_freqtradebot(mocker, static_pl_conf)
 
     mocker.patch('freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets))
-    freqtradebot.pairlists.refresh_pairlist()
+    freqtrade.pairlists.refresh_pairlist()
     # List ordered by BaseVolume
     whitelist = ['ETH/BTC', 'TKN/BTC']
     # Ensure all except those in whitelist are removed
-    assert set(whitelist) == set(freqtradebot.pairlists.whitelist)
+    assert set(whitelist) == set(freqtrade.pairlists.whitelist)
     # Ensure config dict hasn't been changed
     assert (static_pl_conf['exchange']['pair_whitelist'] ==
-            freqtradebot.config['exchange']['pair_whitelist'])
+            freqtrade.config['exchange']['pair_whitelist'])
 
 
 def test_refresh_static_pairlist(mocker, markets, static_pl_conf):
-    freqtradebot = get_patched_freqtradebot(mocker, static_pl_conf)
+    freqtrade = get_patched_freqtradebot(mocker, static_pl_conf)
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
         exchange_has=MagicMock(return_value=True),
         markets=PropertyMock(return_value=markets),
     )
-    freqtradebot.pairlists.refresh_pairlist()
+    freqtrade.pairlists.refresh_pairlist()
     # List ordered by BaseVolume
     whitelist = ['ETH/BTC', 'TKN/BTC']
     # Ensure all except those in whitelist are removed
-    assert set(whitelist) == set(freqtradebot.pairlists.whitelist)
-    assert static_pl_conf['exchange']['pair_blacklist'] == freqtradebot.pairlists.blacklist
+    assert set(whitelist) == set(freqtrade.pairlists.whitelist)
+    assert static_pl_conf['exchange']['pair_blacklist'] == freqtrade.pairlists.blacklist
 
 
 def test_refresh_pairlist_dynamic(mocker, shitcoinmarkets, tickers, whitelist_conf):
@@ -116,7 +116,7 @@ def test_refresh_pairlist_dynamic(mocker, shitcoinmarkets, tickers, whitelist_co
         get_tickers=tickers,
         exchange_has=MagicMock(return_value=True),
     )
-    bot = get_patched_freqtradebot(mocker, whitelist_conf)
+    freqtrade = get_patched_freqtradebot(mocker, whitelist_conf)
     # Remock markets with shitcoinmarkets since get_patched_freqtradebot uses the markets fixture
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
@@ -124,9 +124,9 @@ def test_refresh_pairlist_dynamic(mocker, shitcoinmarkets, tickers, whitelist_co
      )
     # argument: use the whitelist dynamically by exchange-volume
     whitelist = ['ETH/BTC', 'TKN/BTC', 'LTC/BTC', 'XRP/BTC', 'HOT/BTC']
-    bot.pairlists.refresh_pairlist()
+    freqtrade.pairlists.refresh_pairlist()
 
-    assert whitelist == bot.pairlists.whitelist
+    assert whitelist == freqtrade.pairlists.whitelist
 
     whitelist_conf['pairlists'] = [{'method': 'VolumePairList',
                                     'config': {}
@@ -136,7 +136,7 @@ def test_refresh_pairlist_dynamic(mocker, shitcoinmarkets, tickers, whitelist_co
     with pytest.raises(OperationalException,
                        match=r'`number_assets` not specified. Please check your configuration '
                              r'for "pairlist.config.number_assets"'):
-        PairListManager(bot.exchange, whitelist_conf)
+        PairListManager(freqtrade.exchange, whitelist_conf)
 
 
 def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf):
@@ -144,13 +144,13 @@ def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf):
         'freqtrade.exchange.Exchange',
         exchange_has=MagicMock(return_value=True),
     )
-    freqtradebot = get_patched_freqtradebot(mocker, whitelist_conf)
+    freqtrade = get_patched_freqtradebot(mocker, whitelist_conf)
     mocker.patch('freqtrade.exchange.Exchange.markets', PropertyMock(return_value=markets_empty))
 
     # argument: use the whitelist dynamically by exchange-volume
     whitelist = []
     whitelist_conf['exchange']['pair_whitelist'] = []
-    freqtradebot.pairlists.refresh_pairlist()
+    freqtrade.pairlists.refresh_pairlist()
     pairslist = whitelist_conf['exchange']['pair_whitelist']
 
     assert set(whitelist) == set(pairslist)
@@ -312,18 +312,18 @@ def test_volumepairlist_caching(mocker, markets, whitelist_conf, tickers):
                           exchange_has=MagicMock(return_value=True),
                           get_tickers=tickers
                           )
-    bot = get_patched_freqtradebot(mocker, whitelist_conf)
-    assert bot.pairlists._pairlists[0]._last_refresh == 0
+    freqtrade = get_patched_freqtradebot(mocker, whitelist_conf)
+    assert freqtrade.pairlists._pairlists[0]._last_refresh == 0
     assert tickers.call_count == 0
-    bot.pairlists.refresh_pairlist()
+    freqtrade.pairlists.refresh_pairlist()
     assert tickers.call_count == 1
 
-    assert bot.pairlists._pairlists[0]._last_refresh != 0
-    lrf = bot.pairlists._pairlists[0]._last_refresh
-    bot.pairlists.refresh_pairlist()
+    assert freqtrade.pairlists._pairlists[0]._last_refresh != 0
+    lrf = freqtrade.pairlists._pairlists[0]._last_refresh
+    freqtrade.pairlists.refresh_pairlist()
     assert tickers.call_count == 1
     # Time should not be updated.
-    assert bot.pairlists._pairlists[0]._last_refresh == lrf
+    assert freqtrade.pairlists._pairlists[0]._last_refresh == lrf
 
 
 def test_pairlistmanager_no_pairlist(mocker, markets, whitelist_conf, caplog):

From f0c3a0d2f88ce57443c3313100cdb796f8c46f4a Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 15 May 2020 03:59:13 +0300
Subject: [PATCH 1069/1106] Simplify VolumePairList

---
 freqtrade/pairlist/VolumePairList.py | 25 ++++++++++++-------------
 tests/pairlist/test_pairlist.py      |  2 +-
 2 files changed, 13 insertions(+), 14 deletions(-)

diff --git a/freqtrade/pairlist/VolumePairList.py b/freqtrade/pairlist/VolumePairList.py
index 7ac350de9..602a2e7cb 100644
--- a/freqtrade/pairlist/VolumePairList.py
+++ b/freqtrade/pairlist/VolumePairList.py
@@ -27,6 +27,7 @@ class VolumePairList(IPairList):
                 f'`number_assets` not specified. Please check your configuration '
                 'for "pairlist.config.number_assets"')
 
+        self._stake_currency = config['stake_currency']
         self._number_pairs = self._pairlistconfig['number_assets']
         self._sort_key = self._pairlistconfig.get('sort_key', 'quoteVolume')
         self._min_value = self._pairlistconfig.get('min_value', 0)
@@ -79,9 +80,7 @@ class VolumePairList(IPairList):
                 (self._last_refresh + self.refresh_period < datetime.now().timestamp())):
 
             self._last_refresh = int(datetime.now().timestamp())
-            pairs = self._gen_pair_whitelist(pairlist, tickers,
-                                             self._config['stake_currency'],
-                                             self._sort_key, self._min_value)
+            pairs = self._gen_pair_whitelist(pairlist, tickers)
         else:
             pairs = pairlist
 
@@ -89,29 +88,29 @@ class VolumePairList(IPairList):
 
         return pairs
 
-    def _gen_pair_whitelist(self, pairlist: List[str], tickers: Dict,
-                            base_currency: str, key: str, min_val: int) -> List[str]:
+    def _gen_pair_whitelist(self, pairlist: List[str], tickers: Dict) -> List[str]:
         """
         Updates the whitelist with with a dynamically generated list
-        :param base_currency: base currency as str
-        :param key: sort key (defaults to 'quoteVolume')
+        :param pairlist: pairlist to filter or sort
         :param tickers: Tickers (from exchange.get_tickers()).
         :return: List of pairs
         """
         if self._pairlist_pos == 0:
             # If VolumePairList is the first in the list, use fresh pairlist
             # Check if pair quote currency equals to the stake currency.
-            filtered_tickers = [v for k, v in tickers.items()
-                                if (self._exchange.get_pair_quote_currency(k) == base_currency
-                                    and v[key] is not None)]
+            filtered_tickers = [
+                    v for k, v in tickers.items()
+                    if (self._exchange.get_pair_quote_currency(k) == self._stake_currency
+                    and v[self._sort_key] is not None)]
         else:
             # If other pairlist is in front, use the incoming pairlist.
             filtered_tickers = [v for k, v in tickers.items() if k in pairlist]
 
-        if min_val > 0:
-            filtered_tickers = [v for v in filtered_tickers if v[key] > min_val]
+        if self._min_value > 0:
+            filtered_tickers = [
+                    v for v in filtered_tickers if v[self._sort_key] > self._min_value]
 
-        sorted_tickers = sorted(filtered_tickers, reverse=True, key=lambda t: t[key])
+        sorted_tickers = sorted(filtered_tickers, reverse=True, key=lambda t: t[self._sort_key])
 
         # Validate whitelist to only have active market pairs
         pairs = self._whitelist_for_active_markets([s['symbol'] for s in sorted_tickers])
diff --git a/tests/pairlist/test_pairlist.py b/tests/pairlist/test_pairlist.py
index 10886d87c..61f6b4bd5 100644
--- a/tests/pairlist/test_pairlist.py
+++ b/tests/pairlist/test_pairlist.py
@@ -206,6 +206,7 @@ def test_VolumePairList_whitelist_gen(mocker, whitelist_conf, shitcoinmarkets, t
                                       pairlists, base_currency, whitelist_result,
                                       caplog) -> None:
     whitelist_conf['pairlists'] = pairlists
+    whitelist_conf['stake_currency'] = base_currency
 
     mocker.patch('freqtrade.exchange.Exchange.exchange_has', MagicMock(return_value=True))
     freqtrade = get_patched_freqtradebot(mocker, whitelist_conf)
@@ -215,7 +216,6 @@ def test_VolumePairList_whitelist_gen(mocker, whitelist_conf, shitcoinmarkets, t
                           markets=PropertyMock(return_value=shitcoinmarkets),
                           )
 
-    freqtrade.config['stake_currency'] = base_currency
     freqtrade.pairlists.refresh_pairlist()
     whitelist = freqtrade.pairlists.whitelist
 

From afa7a5846b29eaf0794a06e5ad9ec8514aca0fac Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 15 May 2020 04:05:31 +0300
Subject: [PATCH 1070/1106] Simplify PriceFilter

---
 freqtrade/pairlist/PriceFilter.py | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/freqtrade/pairlist/PriceFilter.py b/freqtrade/pairlist/PriceFilter.py
index 2f7e98e24..a7c2bd2d9 100644
--- a/freqtrade/pairlist/PriceFilter.py
+++ b/freqtrade/pairlist/PriceFilter.py
@@ -38,14 +38,12 @@ class PriceFilter(IPairList):
         :return: True if the pair can stay, false if it should be removed
         """
         if ticker['last'] is None:
-
             self.log_on_refresh(logger.info,
                                 f"Removed {ticker['symbol']} from whitelist, because "
                                 "ticker['last'] is empty (Usually no trade in the last 24h).")
             return False
-        compare = ticker['last'] + self._exchange.price_get_one_pip(ticker['symbol'],
-                                                                    ticker['last'])
-        changeperc = (compare - ticker['last']) / ticker['last']
+        compare = self._exchange.price_get_one_pip(ticker['symbol'], ticker['last'])
+        changeperc = compare / ticker['last']
         if changeperc > self._low_price_ratio:
             self.log_on_refresh(logger.info, f"Removed {ticker['symbol']} from whitelist, "
                                              f"because 1 unit is {changeperc * 100:.3f}%")

From 794ed304b1a3356d010feafe7d57816dc07b657e Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 15 May 2020 04:17:23 +0300
Subject: [PATCH 1071/1106] Make stoploss an attribute

---
 freqtrade/pairlist/PrecisionFilter.py | 19 +++++++++++++------
 1 file changed, 13 insertions(+), 6 deletions(-)

diff --git a/freqtrade/pairlist/PrecisionFilter.py b/freqtrade/pairlist/PrecisionFilter.py
index 2a2ba46b7..35eed5392 100644
--- a/freqtrade/pairlist/PrecisionFilter.py
+++ b/freqtrade/pairlist/PrecisionFilter.py
@@ -1,6 +1,6 @@
 import logging
 from copy import deepcopy
-from typing import Dict, List
+from typing import Any, Dict, List
 
 from freqtrade.pairlist.IPairList import IPairList
 
@@ -9,6 +9,16 @@ logger = logging.getLogger(__name__)
 
 class PrecisionFilter(IPairList):
 
+    def __init__(self, exchange, pairlistmanager,
+                 config: Dict[str, Any], pairlistconfig: Dict[str, Any],
+                 pairlist_pos: int) -> None:
+        super().__init__(exchange, pairlistmanager, config, pairlistconfig, pairlist_pos)
+
+        self._stoploss = self._config.get('stoploss')
+        if self._stoploss is not None:
+            # Precalculate sanitized stoploss value to avoid recalculation for every pair
+            self._stoploss = 1 - abs(self._stoploss)
+
     @property
     def needstickers(self) -> bool:
         """
@@ -49,15 +59,12 @@ class PrecisionFilter(IPairList):
         """
         Filters and sorts pairlists and assigns and returns them again.
         """
-        stoploss = self._config.get('stoploss')
-        if stoploss is not None:
-            # Precalculate sanitized stoploss value to avoid recalculation for every pair
-            stoploss = 1 - abs(stoploss)
         # Copy list since we're modifying this list
         for p in deepcopy(pairlist):
             ticker = tickers.get(p)
             # Filter out assets which would not allow setting a stoploss
-            if not ticker or (stoploss and not self._validate_precision_filter(ticker, stoploss)):
+            if not ticker or (self._stoploss
+                              and not self._validate_precision_filter(ticker, self._stoploss)):
                 pairlist.remove(p)
                 continue
 

From 2aa80f915d5a494fc30637c5f785d9a92f05c72f Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 15 May 2020 04:24:18 +0300
Subject: [PATCH 1072/1106] Cosmetics: improve readability

---
 freqtrade/pairlist/PrecisionFilter.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/freqtrade/pairlist/PrecisionFilter.py b/freqtrade/pairlist/PrecisionFilter.py
index 35eed5392..7491cf1b0 100644
--- a/freqtrade/pairlist/PrecisionFilter.py
+++ b/freqtrade/pairlist/PrecisionFilter.py
@@ -44,15 +44,19 @@ class PrecisionFilter(IPairList):
         :return: True if the pair can stay, false if it should be removed
         """
         stop_price = ticker['ask'] * stoploss
+
         # Adjust stop-prices to precision
         sp = self._exchange.price_to_precision(ticker["symbol"], stop_price)
+
         stop_gap_price = self._exchange.price_to_precision(ticker["symbol"], stop_price * 0.99)
         logger.debug(f"{ticker['symbol']} - {sp} : {stop_gap_price}")
+
         if sp <= stop_gap_price:
             self.log_on_refresh(logger.info,
                                 f"Removed {ticker['symbol']} from whitelist, "
                                 f"because stop price {sp} would be <= stop limit {stop_gap_price}")
             return False
+
         return True
 
     def filter_pairlist(self, pairlist: List[str], tickers: Dict) -> List[str]:

From cbb2ce3708b7f1a88e6b255ef2006ac98b360788 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 15 May 2020 04:55:28 +0300
Subject: [PATCH 1073/1106] Simplify PriceFilter

---
 freqtrade/pairlist/PriceFilter.py | 16 +++++++---------
 1 file changed, 7 insertions(+), 9 deletions(-)

diff --git a/freqtrade/pairlist/PriceFilter.py b/freqtrade/pairlist/PriceFilter.py
index a7c2bd2d9..166515148 100644
--- a/freqtrade/pairlist/PriceFilter.py
+++ b/freqtrade/pairlist/PriceFilter.py
@@ -58,14 +58,12 @@ class PriceFilter(IPairList):
         :param tickers: Tickers (from exchange.get_tickers()). May be cached.
         :return: new whitelist
         """
-        # Copy list since we're modifying this list
-        for p in deepcopy(pairlist):
-            ticker = tickers.get(p)
-            if not ticker:
-                pairlist.remove(p)
-
-            # Filter out assets which would not allow setting a stoploss
-            if self._low_price_ratio and not self._validate_ticker_lowprice(ticker):
-                pairlist.remove(p)
+        if self._low_price_ratio:
+            # Copy list since we're modifying this list
+            for p in deepcopy(pairlist):
+                ticker = tickers[p]
+                # Filter out assets which would not allow setting a stoploss
+                if not self._validate_ticker_lowprice(ticker):
+                    pairlist.remove(p)
 
         return pairlist

From 143e6f52af7d9f177975226e4a699d23338d51d4 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 15 May 2020 05:14:06 +0300
Subject: [PATCH 1074/1106] Simplify SpreadFilter

---
 freqtrade/pairlist/PrecisionFilter.py | 17 +++++++-------
 freqtrade/pairlist/SpreadFilter.py    | 33 ++++++++++++++++-----------
 2 files changed, 28 insertions(+), 22 deletions(-)

diff --git a/freqtrade/pairlist/PrecisionFilter.py b/freqtrade/pairlist/PrecisionFilter.py
index 7491cf1b0..422cd865c 100644
--- a/freqtrade/pairlist/PrecisionFilter.py
+++ b/freqtrade/pairlist/PrecisionFilter.py
@@ -41,7 +41,7 @@ class PrecisionFilter(IPairList):
         :param ticker: ticker dict as returned from ccxt.load_markets()
         :param stoploss: stoploss value as set in the configuration
                         (already cleaned to be 1 - stoploss)
-        :return: True if the pair can stay, false if it should be removed
+        :return: True if the pair can stay, False if it should be removed
         """
         stop_price = ticker['ask'] * stoploss
 
@@ -63,13 +63,12 @@ class PrecisionFilter(IPairList):
         """
         Filters and sorts pairlists and assigns and returns them again.
         """
-        # Copy list since we're modifying this list
-        for p in deepcopy(pairlist):
-            ticker = tickers.get(p)
-            # Filter out assets which would not allow setting a stoploss
-            if not ticker or (self._stoploss
-                              and not self._validate_precision_filter(ticker, self._stoploss)):
-                pairlist.remove(p)
-                continue
+        if self._stoploss:
+            # Copy list since we're modifying this list
+            for p in deepcopy(pairlist):
+                ticker = tickers[p]
+                # Filter out assets which would not allow setting a stoploss
+                if not self._validate_precision_filter(ticker, self._stoploss):
+                    pairlist.remove(p)
 
         return pairlist
diff --git a/freqtrade/pairlist/SpreadFilter.py b/freqtrade/pairlist/SpreadFilter.py
index 49731ef11..5b886135f 100644
--- a/freqtrade/pairlist/SpreadFilter.py
+++ b/freqtrade/pairlist/SpreadFilter.py
@@ -31,8 +31,24 @@ class SpreadFilter(IPairList):
         return (f"{self.name} - Filtering pairs with ask/bid diff above "
                 f"{self._max_spread_ratio * 100}%.")
 
-    def filter_pairlist(self, pairlist: List[str], tickers: Dict) -> List[str]:
+    def _validate_spread(self, ticker: dict) -> bool:
+        """
+        Validate spread for the ticker
+        :param ticker: ticker dict as returned from ccxt.load_markets()
+        :return: True if the pair can stay, False if it should be removed
+        """
+        if 'bid' in ticker and 'ask' in ticker:
+            spread = 1 - ticker['bid'] / ticker['ask']
+            if spread > self._max_spread_ratio:
+                self.log_on_refresh(logger.info, f"Removed {ticker['symbol']} from whitelist, "
+                                                 f"because spread {spread * 100:.3f}% >"
+                                                 f"{self._max_spread_ratio * 100}%")
+                return False
+            else:
+                return True
+        return False
 
+    def filter_pairlist(self, pairlist: List[str], tickers: Dict) -> List[str]:
         """
         Filters and sorts pairlist and returns the whitelist again.
         Called on each bot iteration - please use internal caching if necessary
@@ -41,19 +57,10 @@ class SpreadFilter(IPairList):
         :return: new whitelist
         """
         # Copy list since we're modifying this list
-
-        spread = None
         for p in deepcopy(pairlist):
-            ticker = tickers.get(p)
-            assert ticker is not None
-            if 'bid' in ticker and 'ask' in ticker:
-                spread = 1 - ticker['bid'] / ticker['ask']
-                if not ticker or spread > self._max_spread_ratio:
-                    self.log_on_refresh(logger.info, f"Removed {ticker['symbol']} from whitelist, "
-                                                     f"because spread {spread * 100:.3f}% >"
-                                                     f"{self._max_spread_ratio * 100}%")
-                    pairlist.remove(p)
-            else:
+            ticker = tickers[p]
+            # Filter out assets
+            if not self._validate_spread(ticker):
                 pairlist.remove(p)
 
         return pairlist

From 92b6d3e2fadb0d233839870e4a1e40f94eb496f8 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 15 May 2020 08:04:14 +0200
Subject: [PATCH 1075/1106] Adjust test to reflect correct behaviour

---
 tests/exchange/test_binance.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/tests/exchange/test_binance.py b/tests/exchange/test_binance.py
index e4599dcd7..1753af363 100644
--- a/tests/exchange/test_binance.py
+++ b/tests/exchange/test_binance.py
@@ -42,7 +42,8 @@ def test_stoploss_order_binance(default_conf, mocker):
     assert api_mock.create_order.call_args_list[0][1]['type'] == order_type
     assert api_mock.create_order.call_args_list[0][1]['side'] == 'sell'
     assert api_mock.create_order.call_args_list[0][1]['amount'] == 1
-    assert api_mock.create_order.call_args_list[0][1]['price'] == 220
+    # Price should be 1% below stopprice
+    assert api_mock.create_order.call_args_list[0][1]['price'] == 220 * 0.99
     assert api_mock.create_order.call_args_list[0][1]['params'] == {'stopPrice': 220}
 
     # test exception handling

From a7b469e83d67e0f0201e7ef0489ca5aab83b6dc6 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Fri, 15 May 2020 08:09:53 +0200
Subject: [PATCH 1076/1106] Add test verifying correct price reduction on limit
 stoploss orders

---
 tests/exchange/test_binance.py | 14 +++++++++-----
 1 file changed, 9 insertions(+), 5 deletions(-)

diff --git a/tests/exchange/test_binance.py b/tests/exchange/test_binance.py
index 1753af363..52faa284b 100644
--- a/tests/exchange/test_binance.py
+++ b/tests/exchange/test_binance.py
@@ -9,7 +9,12 @@ from freqtrade.exceptions import (DependencyException, InvalidOrderException,
 from tests.conftest import get_patched_exchange
 
 
-def test_stoploss_order_binance(default_conf, mocker):
+@pytest.mark.parametrize('limitratio,expected', [
+    (None, 220 * 0.99),
+    (0.99, 220 * 0.99),
+    (0.98, 220 * 0.98),
+])
+def test_stoploss_order_binance(default_conf, mocker, limitratio, expected):
     api_mock = MagicMock()
     order_id = 'test_prod_buy_{}'.format(randint(0, 10 ** 6))
     order_type = 'stop_loss_limit'
@@ -20,7 +25,6 @@ def test_stoploss_order_binance(default_conf, mocker):
             'foo': 'bar'
         }
     })
-
     default_conf['dry_run'] = False
     mocker.patch('freqtrade.exchange.Exchange.amount_to_precision', lambda s, x, y: y)
     mocker.patch('freqtrade.exchange.Exchange.price_to_precision', lambda s, x, y: y)
@@ -32,8 +36,8 @@ def test_stoploss_order_binance(default_conf, mocker):
                                   order_types={'stoploss_on_exchange_limit_ratio': 1.05})
 
     api_mock.create_order.reset_mock()
-
-    order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types={})
+    order_types = {} if limitratio is None else {'stoploss_on_exchange_limit_ratio': limitratio}
+    order = exchange.stoploss(pair='ETH/BTC', amount=1, stop_price=220, order_types=order_types)
 
     assert 'id' in order
     assert 'info' in order
@@ -43,7 +47,7 @@ def test_stoploss_order_binance(default_conf, mocker):
     assert api_mock.create_order.call_args_list[0][1]['side'] == 'sell'
     assert api_mock.create_order.call_args_list[0][1]['amount'] == 1
     # Price should be 1% below stopprice
-    assert api_mock.create_order.call_args_list[0][1]['price'] == 220 * 0.99
+    assert api_mock.create_order.call_args_list[0][1]['price'] == expected
     assert api_mock.create_order.call_args_list[0][1]['params'] == {'stopPrice': 220}
 
     # test exception handling

From 33091f95c29734c013d17acb88264dd2275f1ecb Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Fri, 15 May 2020 06:24:54 +0000
Subject: [PATCH 1077/1106] Bump python from 3.8.2-slim-buster to
 3.8.3-slim-buster

Bumps python from 3.8.2-slim-buster to 3.8.3-slim-buster.

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Dockerfile b/Dockerfile
index d986f20ae..b6333fb13 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.8.2-slim-buster
+FROM python:3.8.3-slim-buster
 
 RUN apt-get update \
     && apt-get -y install curl build-essential libssl-dev \

From 323b491962e468a75a99d48a21ee79b4ae6dac3e Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Fri, 15 May 2020 16:35:48 +0300
Subject: [PATCH 1078/1106] Add description and example for dp.ticker() to the
 docs

---
 docs/strategy-customization.md | 14 +++++++++++++-
 1 file changed, 13 insertions(+), 1 deletion(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index dd451128c..42474c2dc 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -367,9 +367,10 @@ Please always check the mode of operation to select the correct method to get da
 - [`current_whitelist()`](#current_whitelist) - Returns a current list of whitelisted pairs. Useful for accessing dynamic whitelists (ie. VolumePairlist)
 - [`get_pair_dataframe(pair, timeframe)`](#get_pair_dataframepair-timeframe) - This is a universal method, which returns either historical data (for backtesting) or cached live data (for the Dry-Run and Live-Run modes).
 - `historic_ohlcv(pair, timeframe)` - Returns historical data stored on disk.
-- `market(pair)` - Returns market data for the pair: fees, limits, precisions, activity flag, etc. See [ccxt documentation](https://github.com/ccxt/ccxt/wiki/Manual#markets) for more details on Market data structure.
+- `market(pair)` - Returns market data for the pair: fees, limits, precisions, activity flag, etc. See [ccxt documentation](https://github.com/ccxt/ccxt/wiki/Manual#markets) for more details on the Market data structure.
 - `ohlcv(pair, timeframe)` - Currently cached candle (OHLCV) data for the pair, returns DataFrame or empty DataFrame.
 - [`orderbook(pair, maximum)`](#orderbookpair-maximum) - Returns latest orderbook data for the pair, a dict with bids/asks with a total of `maximum` entries.
+- `ticker(pair)` - Returns current ticker data for the pair. See [ccxt documentation](https://github.com/ccxt/ccxt/wiki/Manual#price-tickers) for more details on the Ticker data structure.
 - `runmode` - Property containing the current runmode.
 
 #### Example Usages:
@@ -451,6 +452,17 @@ if self.dp:
     The order book is not part of the historic data which means backtesting and hyperopt will not work if this
     method is used.
 
+#### *ticker(pair)*
+
+``` python
+if self.dp:
+    if self.dp.runmode.value in ('live', 'dry_run'):
+        ticker = self.dp.ticker(metadata['pair'])
+        dataframe['last_price'] = ticker['last']
+        dataframe['volume24h'] = ticker['quoteVolume']
+        dataframe['vwap'] = ticker['vwap']
+```
+
 ***
 ### Additional data (Wallets)
 

From 06b12c0a7095e0b4ee611694cbff26bdb88fed1e Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Fri, 15 May 2020 18:46:28 +0300
Subject: [PATCH 1079/1106] Add warning to docs for ticker data

---
 docs/strategy-customization.md | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index 42474c2dc..c50266183 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -370,7 +370,7 @@ Please always check the mode of operation to select the correct method to get da
 - `market(pair)` - Returns market data for the pair: fees, limits, precisions, activity flag, etc. See [ccxt documentation](https://github.com/ccxt/ccxt/wiki/Manual#markets) for more details on the Market data structure.
 - `ohlcv(pair, timeframe)` - Currently cached candle (OHLCV) data for the pair, returns DataFrame or empty DataFrame.
 - [`orderbook(pair, maximum)`](#orderbookpair-maximum) - Returns latest orderbook data for the pair, a dict with bids/asks with a total of `maximum` entries.
-- `ticker(pair)` - Returns current ticker data for the pair. See [ccxt documentation](https://github.com/ccxt/ccxt/wiki/Manual#price-tickers) for more details on the Ticker data structure.
+- [`ticker(pair)`](#tickerpair) - Returns current ticker data for the pair. See [ccxt documentation](https://github.com/ccxt/ccxt/wiki/Manual#price-tickers) for more details on the Ticker data structure.
 - `runmode` - Property containing the current runmode.
 
 #### Example Usages:
@@ -463,6 +463,12 @@ if self.dp:
         dataframe['vwap'] = ticker['vwap']
 ```
 
+!!! Warning
+    Although the ticker data structure is a part of the ccxt Unified Interface, the values returned by this method can
+    vary for different exchanges. For instance, many exchanges do not return `vwap` values, the FTX exchange
+    does not always fills in the `last` field (so it can be None), etc. So you need to carefully verify the ticker
+    data returned from the exchange you are working with.
+
 ***
 ### Additional data (Wallets)
 

From d84cb3be77b9aeda62331594ef1ce2500e5f7ee3 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Fri, 15 May 2020 19:19:52 +0300
Subject: [PATCH 1080/1106] Improve test

---
 tests/data/test_dataprovider.py | 17 +++++++++--------
 1 file changed, 9 insertions(+), 8 deletions(-)

diff --git a/tests/data/test_dataprovider.py b/tests/data/test_dataprovider.py
index 32ddfe99e..c2d6e82f1 100644
--- a/tests/data/test_dataprovider.py
+++ b/tests/data/test_dataprovider.py
@@ -5,7 +5,7 @@ import pytest
 
 from freqtrade.data.dataprovider import DataProvider
 from freqtrade.pairlist.pairlistmanager import PairListManager
-from freqtrade.exceptions import OperationalException
+from freqtrade.exceptions import DependencyException, OperationalException
 from freqtrade.state import RunMode
 from tests.conftest import get_patched_exchange
 
@@ -154,19 +154,20 @@ def test_market(mocker, default_conf, markets):
     assert res is None
 
 
-def test_ticker(mocker, default_conf, tickers, markets):
-    api_mock = MagicMock()
-    api_mock.markets = markets
-    api_mock.fetch_ticker = MagicMock(side_effect=lambda x: tickers().get(x))
-    exchange = get_patched_exchange(mocker, default_conf, api_mock=api_mock)
-
+def test_ticker(mocker, default_conf, tickers):
+    ticker_mock = MagicMock(return_value=tickers()['ETH/BTC'])
+    mocker.patch("freqtrade.exchange.Exchange.fetch_ticker", ticker_mock)
+    exchange = get_patched_exchange(mocker, default_conf)
     dp = DataProvider(default_conf, exchange)
     res = dp.ticker('ETH/BTC')
-
     assert type(res) is dict
     assert 'symbol' in res
     assert res['symbol'] == 'ETH/BTC'
 
+    ticker_mock = MagicMock(side_effect=DependencyException('Pair not found'))
+    mocker.patch("freqtrade.exchange.Exchange.fetch_ticker", ticker_mock)
+    exchange = get_patched_exchange(mocker, default_conf)
+    dp = DataProvider(default_conf, exchange)
     res = dp.ticker('UNITTEST/BTC')
     assert res == {}
 

From ac076ee0af6b0ee95b902534af2a4ac51c855da8 Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Fri, 15 May 2020 21:51:33 +0300
Subject: [PATCH 1081/1106] Update docs/strategy-customization.md

Co-authored-by: Matthias <xmatthias@outlook.com>
---
 docs/strategy-customization.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/strategy-customization.md b/docs/strategy-customization.md
index c50266183..7197b0fba 100644
--- a/docs/strategy-customization.md
+++ b/docs/strategy-customization.md
@@ -467,7 +467,7 @@ if self.dp:
     Although the ticker data structure is a part of the ccxt Unified Interface, the values returned by this method can
     vary for different exchanges. For instance, many exchanges do not return `vwap` values, the FTX exchange
     does not always fills in the `last` field (so it can be None), etc. So you need to carefully verify the ticker
-    data returned from the exchange you are working with.
+    data returned from the exchange and add appropriate error handling / defaults.
 
 ***
 ### Additional data (Wallets)

From 61f6acb5c99734542971e49b170663eda05a93f5 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 16 May 2020 07:07:24 +0200
Subject: [PATCH 1082/1106] Add cors support - needed for UI

---
 freqtrade/rpc/api_server.py     | 2 ++
 requirements-common.txt         | 1 +
 setup.py                        | 2 +-
 tests/rpc/test_rpc_apiserver.py | 1 +
 4 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/freqtrade/rpc/api_server.py b/freqtrade/rpc/api_server.py
index 68f4b1ca9..61eacf639 100644
--- a/freqtrade/rpc/api_server.py
+++ b/freqtrade/rpc/api_server.py
@@ -7,6 +7,7 @@ from typing import Any, Callable, Dict
 from arrow import Arrow
 from flask import Flask, jsonify, request
 from flask.json import JSONEncoder
+from flask_cors import CORS
 from flask_jwt_extended import (JWTManager, create_access_token,
                                 create_refresh_token, get_jwt_identity,
                                 jwt_refresh_token_required,
@@ -88,6 +89,7 @@ class ApiServer(RPC):
 
         self._config = freqtrade.config
         self.app = Flask(__name__)
+        self._cors = CORS(self.app, resources={r"/api/*": {"origins": "*"}})
 
         # Setup the Flask-JWT-Extended extension
         self.app.config['JWT_SECRET_KEY'] = self._config['api_server'].get(
diff --git a/requirements-common.txt b/requirements-common.txt
index 02c4ebc20..017974c9e 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -26,6 +26,7 @@ sdnotify==0.3.2
 # Api server
 flask==1.1.2
 flask-jwt-extended==3.24.1
+flask-cors==3.0.8
 
 # Support for colorized terminal output
 colorama==0.4.3
diff --git a/setup.py b/setup.py
index 8c0de095e..20963a15f 100644
--- a/setup.py
+++ b/setup.py
@@ -16,7 +16,7 @@ if readme_file.is_file():
     readme_long = (Path(__file__).parent / "README.md").read_text()
 
 # Requirements used for submodules
-api = ['flask', 'flask-jwt-extended']
+api = ['flask', 'flask-jwt-extended', 'flask-cors']
 plot = ['plotly>=4.0']
 hyperopt = [
     'scipy',
diff --git a/tests/rpc/test_rpc_apiserver.py b/tests/rpc/test_rpc_apiserver.py
index ffdd5be15..b953097d5 100644
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -49,6 +49,7 @@ def client_get(client, url):
 def assert_response(response, expected_code=200):
     assert response.status_code == expected_code
     assert response.content_type == "application/json"
+    assert ('Access-Control-Allow-Origin', '*') in response.headers._list
 
 
 def test_api_not_found(botclient):

From 1b3864ebf8eb29f8e089e721d17377f22ed44384 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sat, 16 May 2020 09:21:36 +0300
Subject: [PATCH 1083/1106] Make flake happy

---
 freqtrade/pairlist/VolumePairList.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/pairlist/VolumePairList.py b/freqtrade/pairlist/VolumePairList.py
index 602a2e7cb..46ff4b9c8 100644
--- a/freqtrade/pairlist/VolumePairList.py
+++ b/freqtrade/pairlist/VolumePairList.py
@@ -101,7 +101,7 @@ class VolumePairList(IPairList):
             filtered_tickers = [
                     v for k, v in tickers.items()
                     if (self._exchange.get_pair_quote_currency(k) == self._stake_currency
-                    and v[self._sort_key] is not None)]
+                        and v[self._sort_key] is not None)]
         else:
             # If other pairlist is in front, use the incoming pairlist.
             filtered_tickers = [v for k, v in tickers.items() if k in pairlist]

From c3f3242f28f01b282c6970b45a3f3bbfeea7955c Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 16 May 2020 11:05:34 +0200
Subject: [PATCH 1084/1106] Add tests for cancel_open_orders_on_exit

---
 tests/test_freqtradebot.py | 24 +++++++++++++++++++++---
 1 file changed, 21 insertions(+), 3 deletions(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 8adc834cf..8e3bc8928 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -48,13 +48,31 @@ def test_freqtradebot_state(mocker, default_conf, markets) -> None:
     assert freqtrade.state is State.STOPPED
 
 
-def test_cleanup(mocker, default_conf, caplog) -> None:
-    mock_cleanup = MagicMock()
-    mocker.patch('freqtrade.persistence.cleanup', mock_cleanup)
+def test_process_stopped(mocker, default_conf) -> None:
+
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
+    coo_mock = mocker.patch('freqtrade.freqtradebot.FreqtradeBot.cancel_all_open_orders')
+    freqtrade.process_stopped()
+    assert coo_mock.call_count == 0
+
+    default_conf['cancel_open_orders_on_exit'] = True
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
+    freqtrade.process_stopped()
+    assert coo_mock.call_count == 1
+
+
+def test_bot_cleanup(mocker, default_conf, caplog) -> None:
+    mock_cleanup = mocker.patch('freqtrade.persistence.cleanup')
+    coo_mock = mocker.patch('freqtrade.freqtradebot.FreqtradeBot.cancel_all_open_orders')
     freqtrade = get_patched_freqtradebot(mocker, default_conf)
     freqtrade.cleanup()
     assert log_has('Cleaning up modules ...', caplog)
     assert mock_cleanup.call_count == 1
+    assert coo_mock.call_count == 0
+
+    freqtrade.config['cancel_open_orders_on_exit'] = True
+    freqtrade.cleanup()
+    assert coo_mock.call_count == 1
 
 
 def test_order_dict_dry_run(default_conf, mocker, caplog) -> None:

From 22a08768f73112f8f1e1cddbb63774cb988c0eba Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 16 May 2020 12:40:25 +0200
Subject: [PATCH 1085/1106] Add test for cancel_open_order

---
 tests/test_freqtradebot.py | 20 +++++++++++++++++++-
 1 file changed, 19 insertions(+), 1 deletion(-)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 8e3bc8928..940ae8e77 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -22,7 +22,7 @@ from freqtrade.strategy.interface import SellCheckTuple, SellType
 from freqtrade.worker import Worker
 from tests.conftest import (get_patched_freqtradebot, get_patched_worker,
                             log_has, log_has_re, patch_edge, patch_exchange,
-                            patch_get_signal, patch_wallet, patch_whitelist)
+                            patch_get_signal, patch_wallet, patch_whitelist, create_mock_trades)
 
 
 def patch_RPCManager(mocker) -> MagicMock:
@@ -3882,3 +3882,21 @@ def test_sync_wallet_dry_run(mocker, default_conf, ticker, fee, limit_buy_order,
     assert log_has_re(r"Unable to create trade for XRP/BTC: "
                       r"Available balance \(0.0 BTC\) is lower than stake amount \(0.001 BTC\)",
                       caplog)
+
+
+@pytest.mark.usefixtures("init_persistence")
+def test_cancel_all_open_orders(mocker, default_conf, fee, limit_buy_order, limit_sell_order):
+    default_conf['cancel_open_orders_on_exit'] = True
+    mocker.patch('freqtrade.exchange.Exchange.get_order',
+                 side_effect=[DependencyException(), limit_sell_order, limit_buy_order])
+    buy_mock = mocker.patch('freqtrade.freqtradebot.FreqtradeBot.handle_cancel_buy')
+    sell_mock = mocker.patch('freqtrade.freqtradebot.FreqtradeBot.handle_cancel_sell')
+
+    freqtrade = get_patched_freqtradebot(mocker, default_conf)
+    create_mock_trades(fee)
+    trades = Trade.query.all()
+    assert len(trades) == 3
+    freqtrade.cancel_all_open_orders()
+    assert buy_mock.call_count == 1
+    assert sell_mock.call_count == 1
+

From 7a11219b613b2ce782afa113456e2571a54817cc Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 16 May 2020 13:17:48 +0200
Subject: [PATCH 1086/1106] Reword some documentation strings

Co-authored-by: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
---
 docs/configuration.md             | 2 +-
 freqtrade/commands/cli_options.py | 2 +-
 freqtrade/freqtradebot.py         | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/configuration.md b/docs/configuration.md
index b0b840fcc..7405fc92e 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -51,7 +51,7 @@ Mandatory parameters are marked as **Required**, which means that they are requi
 | `fiat_display_currency` | Fiat currency used to show your profits. [More information below](#what-values-can-be-used-for-fiat_display_currency). <br> **Datatype:** String
 | `dry_run` | **Required.** Define if the bot must be in Dry Run or production mode. <br>*Defaults to `true`.* <br> **Datatype:** Boolean
 | `dry_run_wallet` | Define the starting amount in stake currency for the simulated wallet used by the bot running in the Dry Run mode.<br>*Defaults to `1000`.* <br> **Datatype:** Float
-| `cancel_open_orders_on_exit` | Cancel orders when `/stop` is issued or `ctrl+c` is pressed. This will allow you to use `/stop` to cancel unfilled orders in the event of a market crash. This will not impact open positions. <br>*Defaults to `False`.* <br> **Datatype:** Boolean
+| `cancel_open_orders_on_exit` | Cancel open orders when the `/stop` RPC command is issued, `Ctrl+C` is pressed or the bot dies unexpectedly. When set to `true`, this allows you to use `/stop` to cancel unfilled and partially filled orders in the event of a market crash. It does not impact open positions. <br>*Defaults to `false`.* <br> **Datatype:** Boolean
 | `process_only_new_candles` | Enable processing of indicators only when new candles arrive. If false each loop populates the indicators, this will mean the same candle is processed many times creating system load but can be useful of your strategy depends on tick data not only candle. [Strategy Override](#parameters-in-the-strategy). <br>*Defaults to `false`.*  <br> **Datatype:** Boolean
 | `minimal_roi` | **Required.** Set the threshold in percent the bot will use to sell a trade. [More information below](#understand-minimal_roi). [Strategy Override](#parameters-in-the-strategy). <br> **Datatype:** Dict
 | `stoploss` |  **Required.** Value of the stoploss in percent used by the bot. More details in the [stoploss documentation](stoploss.md). [Strategy Override](#parameters-in-the-strategy).  <br> **Datatype:** Float (as ratio)
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index cca9d7048..7a2110a91 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -111,7 +111,7 @@ AVAILABLE_CLI_OPTIONS = {
     ),
     "cancel_open_orders_on_exit": Arg(
         '--cancel-open-orders-on-exit',
-        help='Close unfilled open orders when the bot stops / exits',
+        help='Close unfilled and partially filled open orders when the bot stops / exits.',
         action='store_true',
     ),
     # Optimize common
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index cad8b4aea..3b3758f36 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -170,7 +170,7 @@ class FreqtradeBot:
 
     def process_stopped(self) -> None:
         """
-        Close all trades that were left open
+        Close all orders that were left open
         """
         if self.config['cancel_open_orders_on_exit']:
             self.cancel_all_open_orders()

From fed75d8718303b837f5192711f9a68189a9c7efa Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sat, 16 May 2020 13:23:40 +0200
Subject: [PATCH 1087/1106] remove --cancel_open_orders cli switch

---
 freqtrade/commands/arguments.py          | 2 +-
 freqtrade/commands/cli_options.py        | 5 -----
 freqtrade/configuration/configuration.py | 5 -----
 tests/test_arguments.py                  | 8 --------
 tests/test_configuration.py              | 2 --
 5 files changed, 1 insertion(+), 21 deletions(-)

diff --git a/freqtrade/commands/arguments.py b/freqtrade/commands/arguments.py
index 234b719f7..a03da00ab 100644
--- a/freqtrade/commands/arguments.py
+++ b/freqtrade/commands/arguments.py
@@ -13,7 +13,7 @@ ARGS_COMMON = ["verbosity", "logfile", "version", "config", "datadir", "user_dat
 
 ARGS_STRATEGY = ["strategy", "strategy_path"]
 
-ARGS_TRADE = ["db_url", "sd_notify", "dry_run", "cancel_open_orders_on_exit"]
+ARGS_TRADE = ["db_url", "sd_notify", "dry_run"]
 
 ARGS_COMMON_OPTIMIZE = ["ticker_interval", "timerange",
                         "max_open_trades", "stake_amount", "fee"]
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index 7a2110a91..a8f2ffdba 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -109,11 +109,6 @@ AVAILABLE_CLI_OPTIONS = {
         help='Enforce dry-run for trading (removes Exchange secrets and simulates trades).',
         action='store_true',
     ),
-    "cancel_open_orders_on_exit": Arg(
-        '--cancel-open-orders-on-exit',
-        help='Close unfilled and partially filled open orders when the bot stops / exits.',
-        action='store_true',
-    ),
     # Optimize common
     "ticker_interval": Arg(
         '-i', '--ticker-interval',
diff --git a/freqtrade/configuration/configuration.py b/freqtrade/configuration/configuration.py
index 188d79f90..7edd9bca1 100644
--- a/freqtrade/configuration/configuration.py
+++ b/freqtrade/configuration/configuration.py
@@ -134,11 +134,6 @@ class Configuration:
         if config['runmode'] not in TRADING_MODES:
             return
 
-        if self.args.get('cancel_open_orders_on_exit', False):
-            config.update({
-                'cancel_open_orders_on_exit': self.args.get('cancel_open_orders_on_exit')
-            })
-
         if config.get('dry_run', False):
             logger.info('Dry run is enabled')
             if config.get('db_url') in [None, constants.DEFAULT_DB_PROD_URL]:
diff --git a/tests/test_arguments.py b/tests/test_arguments.py
index 91501384b..0052a61d0 100644
--- a/tests/test_arguments.py
+++ b/tests/test_arguments.py
@@ -64,14 +64,6 @@ def test_parse_args_db_url() -> None:
     assert args["db_url"] == 'sqlite:///test.sqlite'
 
 
-def test_parse_args_cancel_open_orders_on_exit() -> None:
-    args = Arguments(['trade']).get_parsed_arg()
-    assert args["cancel_open_orders_on_exit"] is False
-
-    args = Arguments(['trade', '--cancel-open-orders-on-exit']).get_parsed_arg()
-    assert args["cancel_open_orders_on_exit"] is True
-
-
 def test_parse_args_verbose() -> None:
     args = Arguments(['trade', '-v']).get_parsed_arg()
     assert args["verbosity"] == 1
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index 0315ffe1b..c89f1381e 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -250,7 +250,6 @@ def test_load_config_with_params(default_conf, mocker) -> None:
         '--strategy', 'TestStrategy',
         '--strategy-path', '/some/path',
         '--db-url', 'sqlite:///someurl',
-        '--cancel-open-orders-on-exit',
     ]
     args = Arguments(arglist).get_parsed_arg()
     configuration = Configuration(args)
@@ -259,7 +258,6 @@ def test_load_config_with_params(default_conf, mocker) -> None:
     assert validated_conf.get('strategy') == 'TestStrategy'
     assert validated_conf.get('strategy_path') == '/some/path'
     assert validated_conf.get('db_url') == 'sqlite:///someurl'
-    assert validated_conf.get('cancel_open_orders_on_exit') is True
 
     # Test conf provided db_url prod
     conf = default_conf.copy()

From baf5f4f29cd0caa5d0c76471e989a193daec0bcd Mon Sep 17 00:00:00 2001
From: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
Date: Sat, 16 May 2020 21:28:54 +0300
Subject: [PATCH 1088/1106] Update freqtrade/constants.py

---
 freqtrade/constants.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index 0c8dde8c4..e56586bbc 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -326,6 +326,6 @@ SCHEMA_MINIMAL_REQUIRED = [
 CANCEL_REASON = {
     "TIMEOUT": "cancelled due to timeout",
     "PARTIALLY_FILLED": "partially filled - keeping order open",
-    "ALL_CANCELLED": "cancelled (all unfilled orders cancelled)",
+    "ALL_CANCELLED": "cancelled (all unfilled and partially filled open orders cancelled)",
     "CANCELLED_ON_EXCHANGE": "cancelled on exchange",
 }

From d457542d962796011a4dd23259d1a453182720d2 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 17 May 2020 11:11:49 +0300
Subject: [PATCH 1089/1106] Fix PrecisionFilter

---
 freqtrade/pairlist/PrecisionFilter.py | 19 ++++++++-----------
 1 file changed, 8 insertions(+), 11 deletions(-)

diff --git a/freqtrade/pairlist/PrecisionFilter.py b/freqtrade/pairlist/PrecisionFilter.py
index 422cd865c..85fa592f8 100644
--- a/freqtrade/pairlist/PrecisionFilter.py
+++ b/freqtrade/pairlist/PrecisionFilter.py
@@ -14,10 +14,8 @@ class PrecisionFilter(IPairList):
                  pairlist_pos: int) -> None:
         super().__init__(exchange, pairlistmanager, config, pairlistconfig, pairlist_pos)
 
-        self._stoploss = self._config.get('stoploss')
-        if self._stoploss is not None:
-            # Precalculate sanitized stoploss value to avoid recalculation for every pair
-            self._stoploss = 1 - abs(self._stoploss)
+        # Precalculate sanitized stoploss value to avoid recalculation for every pair
+        self._stoploss = 1 - abs(self._config['stoploss'])
 
     @property
     def needstickers(self) -> bool:
@@ -63,12 +61,11 @@ class PrecisionFilter(IPairList):
         """
         Filters and sorts pairlists and assigns and returns them again.
         """
-        if self._stoploss:
-            # Copy list since we're modifying this list
-            for p in deepcopy(pairlist):
-                ticker = tickers[p]
-                # Filter out assets which would not allow setting a stoploss
-                if not self._validate_precision_filter(ticker, self._stoploss):
-                    pairlist.remove(p)
+        # Copy list since we're modifying this list
+        for p in deepcopy(pairlist):
+            ticker = tickers[p]
+            # Filter out assets which would not allow setting a stoploss
+            if not self._validate_precision_filter(ticker, self._stoploss):
+                pairlist.remove(p)
 
         return pairlist

From ce185a3b193429a0ca00cb8119ad8a99e786f422 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 17 May 2020 11:39:18 +0300
Subject: [PATCH 1090/1106] Remove pairs with no ticker available when it's
 needed

---
 freqtrade/pairlist/pairlistmanager.py | 20 ++++++++++++++++++--
 1 file changed, 18 insertions(+), 2 deletions(-)

diff --git a/freqtrade/pairlist/pairlistmanager.py b/freqtrade/pairlist/pairlistmanager.py
index 5b4c5b602..07dec912e 100644
--- a/freqtrade/pairlist/pairlistmanager.py
+++ b/freqtrade/pairlist/pairlistmanager.py
@@ -5,6 +5,7 @@ Provides lists as configured in config.json
 
  """
 import logging
+from copy import deepcopy
 from typing import Dict, List
 
 from cachetools import TTLCache, cached
@@ -79,13 +80,14 @@ class PairListManager():
         Run pairlist through all configured pairlists.
         """
 
-        pairlist = self._whitelist.copy()
-
         # tickers should be cached to avoid calling the exchange on each call.
         tickers: Dict = {}
         if self._tickers_needed:
             tickers = self._get_cached_tickers()
 
+        # Adjust whitelist if filters are using tickers
+        pairlist = self._prepare_whitelist(self._whitelist.copy(), tickers)
+
         # Process all pairlists in chain
         for pl in self._pairlists:
             pairlist = pl.filter_pairlist(pairlist, tickers)
@@ -94,3 +96,17 @@ class PairListManager():
         pairlist = IPairList.verify_blacklist(pairlist, self.blacklist, True)
 
         self._whitelist = pairlist
+
+    def _prepare_whitelist(self, pairlist: List[str], tickers) -> List[str]:
+        """
+        Prepare pairlist for Pairlist Filters that use tickers data - remove
+        pairs that do not have ticker available
+        """
+        if self._tickers_needed:
+            # Copy list since we're modifying this list
+            for p in deepcopy(pairlist):
+                ticker = tickers.get(p)
+                if not ticker:
+                    pairlist.remove(p)
+
+        return pairlist

From 1e76bff1bd5cef49fa7f61de13ece4e5fc354b96 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 17 May 2020 10:52:20 +0200
Subject: [PATCH 1091/1106] Add sell_order_status to keep track of
 cancellations

---
 freqtrade/persistence.py        | 9 +++++++--
 freqtrade/rpc/telegram.py       | 8 ++++++--
 tests/rpc/test_rpc.py           | 2 ++
 tests/rpc/test_rpc_apiserver.py | 2 ++
 tests/rpc/test_rpc_telegram.py  | 1 +
 tests/test_persistence.py       | 3 +++
 6 files changed, 21 insertions(+), 4 deletions(-)

diff --git a/freqtrade/persistence.py b/freqtrade/persistence.py
index ea34fd5bf..3f7f4e0e9 100644
--- a/freqtrade/persistence.py
+++ b/freqtrade/persistence.py
@@ -86,7 +86,7 @@ def check_migrate(engine) -> None:
         logger.debug(f'trying {table_back_name}')
 
     # Check for latest column
-    if not has_column(cols, 'fee_close_cost'):
+    if not has_column(cols, 'sell_order_status'):
         logger.info(f'Running database migration - backup available as {table_back_name}')
 
         fee_open = get_column_def(cols, 'fee_open', 'fee')
@@ -113,6 +113,7 @@ def check_migrate(engine) -> None:
         close_profit_abs = get_column_def(
             cols, 'close_profit_abs',
             f"(amount * close_rate * (1 - {fee_close})) - {open_trade_price}")
+        sell_order_status = get_column_def(cols, 'sell_order_status', 'null')
 
         # Schema migration necessary
         engine.execute(f"alter table trades rename to {table_back_name}")
@@ -131,7 +132,7 @@ def check_migrate(engine) -> None:
                 stake_amount, amount, open_date, close_date, open_order_id,
                 stop_loss, stop_loss_pct, initial_stop_loss, initial_stop_loss_pct,
                 stoploss_order_id, stoploss_last_update,
-                max_rate, min_rate, sell_reason, strategy,
+                max_rate, min_rate, sell_reason, sell_order_status, strategy,
                 ticker_interval, open_trade_price, close_profit_abs
                 )
             select id, lower(exchange),
@@ -153,6 +154,7 @@ def check_migrate(engine) -> None:
                 {initial_stop_loss_pct} initial_stop_loss_pct,
                 {stoploss_order_id} stoploss_order_id, {stoploss_last_update} stoploss_last_update,
                 {max_rate} max_rate, {min_rate} min_rate, {sell_reason} sell_reason,
+                {sell_order_status} sell_order_status,
                 {strategy} strategy, {ticker_interval} ticker_interval,
                 {open_trade_price} open_trade_price, {close_profit_abs} close_profit_abs
                 from {table_back_name}
@@ -228,6 +230,7 @@ class Trade(_DECL_BASE):
     # Lowest price reached
     min_rate = Column(Float, nullable=True)
     sell_reason = Column(String, nullable=True)
+    sell_order_status = Column(String, nullable=True)
     strategy = Column(String, nullable=True)
     ticker_interval = Column(Integer, nullable=True)
 
@@ -267,6 +270,7 @@ class Trade(_DECL_BASE):
             'stake_amount': round(self.stake_amount, 8),
             'close_profit': self.close_profit,
             'sell_reason': self.sell_reason,
+            'sell_order_status': self.sell_order_status,
             'stop_loss': self.stop_loss,
             'stop_loss_pct': (self.stop_loss_pct * 100) if self.stop_loss_pct else None,
             'initial_stop_loss': self.initial_stop_loss,
@@ -370,6 +374,7 @@ class Trade(_DECL_BASE):
         self.close_profit_abs = self.calc_profit()
         self.close_date = datetime.utcnow()
         self.is_open = False
+        self.sell_order_status = 'closed'
         self.open_order_id = None
         logger.info(
             'Marking %s as closed as the trade is fulfilled and found no open orders for it.',
diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py
index 856b8f138..19307253c 100644
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@@ -226,9 +226,13 @@ class Telegram(RPC):
                     # Adding stoploss and stoploss percentage only if it is not None
                     "*Stoploss:* `{stop_loss:.8f}` " +
                     ("`({stop_loss_pct:.2f}%)`" if r['stop_loss_pct'] else ""),
-
-                    "*Open Order:* `{open_order}`" if r['open_order'] else ""
                 ]
+                if r['open_order']:
+                    if r['sell_order_status']:
+                        lines.append("*Open Order:* `{open_order}` - `{sell_order_status}`")
+                    else:
+                        lines.append("*Open Order:* `{open_order}`")
+
                 # Filter empty lines using list-comprehension
                 messages.append("\n".join([l for l in lines if l]).format(**r))
 
diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index a1e6d9f26..8a4c812a7 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -60,6 +60,7 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
         'open_trade_price': ANY,
         'close_rate_requested': ANY,
         'sell_reason': ANY,
+        'sell_order_status': ANY,
         'min_rate': ANY,
         'max_rate': ANY,
         'strategy': ANY,
@@ -103,6 +104,7 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
         'open_trade_price': ANY,
         'close_rate_requested': ANY,
         'sell_reason': ANY,
+        'sell_order_status': ANY,
         'min_rate': ANY,
         'max_rate': ANY,
         'strategy': ANY,
diff --git a/tests/rpc/test_rpc_apiserver.py b/tests/rpc/test_rpc_apiserver.py
index b953097d5..a0e8e0c9e 100644
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -520,6 +520,7 @@ def test_api_status(botclient, mocker, ticker, fee, markets):
                         'open_rate_requested': 1.098e-05,
                         'open_trade_price': 0.0010025,
                         'sell_reason': None,
+                        'sell_order_status': None,
                         'strategy': 'DefaultStrategy',
                         'ticker_interval': 5}]
 
@@ -626,6 +627,7 @@ def test_api_forcebuy(botclient, mocker, fee):
                        'open_rate_requested': None,
                        'open_trade_price': 0.2460546025,
                        'sell_reason': None,
+                       'sell_order_status': None,
                        'strategy': None,
                        'ticker_interval': None
                        }
diff --git a/tests/rpc/test_rpc_telegram.py b/tests/rpc/test_rpc_telegram.py
index bbc961763..b84073dcc 100644
--- a/tests/rpc/test_rpc_telegram.py
+++ b/tests/rpc/test_rpc_telegram.py
@@ -170,6 +170,7 @@ def test_status(default_conf, update, mocker, fee, ticker,) -> None:
             'current_profit': -0.59,
             'initial_stop_loss': 1.098e-05,
             'stop_loss': 1.099e-05,
+            'sell_order_status': None,
             'initial_stop_loss_pct': -0.05,
             'stop_loss_pct': -0.01,
             'open_order': '(limit buy rem=0.00000000)'
diff --git a/tests/test_persistence.py b/tests/test_persistence.py
index 5c7686e28..25afed397 100644
--- a/tests/test_persistence.py
+++ b/tests/test_persistence.py
@@ -477,6 +477,7 @@ def test_migrate_old(mocker, default_conf, fee):
     assert trade.close_rate_requested is None
     assert trade.close_rate is not None
     assert pytest.approx(trade.close_profit_abs) == trade.calc_profit()
+    assert trade.sell_order_status is None
 
 
 def test_migrate_new(mocker, default_conf, fee, caplog):
@@ -756,6 +757,7 @@ def test_to_json(default_conf, fee):
                       'stake_amount': 0.001,
                       'close_profit': None,
                       'sell_reason': None,
+                      'sell_order_status': None,
                       'stop_loss': None,
                       'stop_loss_pct': None,
                       'initial_stop_loss': None,
@@ -810,6 +812,7 @@ def test_to_json(default_conf, fee):
                       'open_rate_requested': None,
                       'open_trade_price': 12.33075,
                       'sell_reason': None,
+                      'sell_order_status': None,
                       'strategy': None,
                       'ticker_interval': None}
 

From dd55d2eea378fa385bbfa7a6ad7b9d6f81e1818a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 17 May 2020 10:53:07 +0200
Subject: [PATCH 1092/1106] Reduce spammyness of parcial cancel orders

---
 freqtrade/freqtradebot.py | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 3b3758f36..c0d7026b2 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -879,10 +879,10 @@ class FreqtradeBot:
                 logger.info('Cannot query order for %s due to %s', trade, traceback.format_exc())
                 continue
 
-            trade_state_update = self.update_trade_state(trade, order)
+            fully_cancelled = self.update_trade_state(trade, order)
 
             if (order['side'] == 'buy' and (
-                    trade_state_update
+                    fully_cancelled
                     or self._check_timed_out('buy', order)
                     or strategy_safe_wrapper(self.strategy.check_buy_timeout,
                                              default_retval=False)(pair=trade.pair,
@@ -891,7 +891,7 @@ class FreqtradeBot:
                 self.handle_cancel_buy(trade, order, constants.CANCEL_REASON['TIMEOUT'])
 
             elif (order['side'] == 'sell' and (
-                  trade_state_update
+                  fully_cancelled
                   or self._check_timed_out('sell', order)
                   or strategy_safe_wrapper(self.strategy.check_sell_timeout,
                                            default_retval=False)(pair=trade.pair,
@@ -1126,6 +1126,11 @@ class FreqtradeBot:
         """
         Sends rpc notification when a sell cancel occured.
         """
+        if trade.sell_order_status == reason:
+            return
+        else:
+            trade.sell_order_status = reason
+
         profit_rate = trade.close_rate if trade.close_rate else trade.close_rate_requested
         profit_trade = trade.calc_profit(rate=profit_rate)
         current_rate = self.get_sell_rate(trade.pair, False)

From 2074d986a6c91d4bc8d80e713a8d846a3307eb83 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 17 May 2020 11:12:30 +0200
Subject: [PATCH 1093/1106] Update test to verify we're not spamming messages

---
 freqtrade/freqtradebot.py  |  4 ++--
 tests/test_freqtradebot.py | 31 ++++++++++++++++++++++++-------
 2 files changed, 26 insertions(+), 9 deletions(-)

diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index c0d7026b2..a6d32d8fe 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -881,7 +881,7 @@ class FreqtradeBot:
 
             fully_cancelled = self.update_trade_state(trade, order)
 
-            if (order['side'] == 'buy' and (
+            if (order['side'] == 'buy' and (order['status'] == 'open' or fully_cancelled) and (
                     fully_cancelled
                     or self._check_timed_out('buy', order)
                     or strategy_safe_wrapper(self.strategy.check_buy_timeout,
@@ -890,7 +890,7 @@ class FreqtradeBot:
                                                                    order=order))):
                 self.handle_cancel_buy(trade, order, constants.CANCEL_REASON['TIMEOUT'])
 
-            elif (order['side'] == 'sell' and (
+            elif (order['side'] == 'sell' and (order['status'] == 'open' or fully_cancelled) and (
                   fully_cancelled
                   or self._check_timed_out('sell', order)
                   or strategy_safe_wrapper(self.strategy.check_sell_timeout,
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index 5c5785ca3..fb4765b48 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -2407,30 +2407,47 @@ def test_handle_cancel_buy_corder_empty(mocker, default_conf, limit_buy_order,
     assert cancel_order_mock.call_count == 1
 
 
-def test_handle_cancel_sell_limit(mocker, default_conf) -> None:
-    patch_RPCManager(mocker)
+def test_handle_cancel_sell_limit(mocker, default_conf, fee) -> None:
+    send_msg_mock = patch_RPCManager(mocker)
     patch_exchange(mocker)
     cancel_order_mock = MagicMock()
     mocker.patch.multiple(
         'freqtrade.exchange.Exchange',
-        cancel_order=cancel_order_mock
+        cancel_order=cancel_order_mock,
     )
+    mocker.patch('freqtrade.freqtradebot.FreqtradeBot.get_sell_rate', return_value=0.245441)
 
     freqtrade = FreqtradeBot(default_conf)
-    freqtrade._notify_sell_cancel = MagicMock()
 
-    trade = MagicMock()
+    trade = Trade(
+        pair='LTC/ETH',
+        amount=2,
+        exchange='binance',
+        open_rate=0.245441,
+        open_order_id="123456",
+        open_date=arrow.utcnow().datetime,
+        fee_open=fee.return_value,
+        fee_close=fee.return_value,
+    )
     order = {'remaining': 1,
              'amount': 1,
              'status': "open"}
     reason = CANCEL_REASON['TIMEOUT']
     assert freqtrade.handle_cancel_sell(trade, order, reason)
     assert cancel_order_mock.call_count == 1
+    assert send_msg_mock.call_count == 1
+
+    send_msg_mock.reset_mock()
+
     order['amount'] = 2
-    assert (freqtrade.handle_cancel_sell(trade, order, reason)
-            == CANCEL_REASON['PARTIALLY_FILLED'])
+    assert freqtrade.handle_cancel_sell(trade, order, reason) == CANCEL_REASON['PARTIALLY_FILLED']
     # Assert cancel_order was not called (callcount remains unchanged)
     assert cancel_order_mock.call_count == 1
+    assert send_msg_mock.call_count == 1
+    assert freqtrade.handle_cancel_sell(trade, order, reason) == CANCEL_REASON['PARTIALLY_FILLED']
+    # Message should not be iterated again
+    assert trade.sell_order_status == CANCEL_REASON['PARTIALLY_FILLED']
+    assert send_msg_mock.call_count == 1
 
 
 def test_handle_cancel_sell_cancel_exception(mocker, default_conf) -> None:

From 285bc2511e61eb37a852b651f1e76ffc1eafa01a Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 17 May 2020 11:23:55 +0200
Subject: [PATCH 1094/1106] Improve testcov for default check_*_timeout methods

---
 tests/test_freqtradebot.py | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index fb4765b48..a1358abdc 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -1976,6 +1976,10 @@ def test_check_handle_timedout_buy_usercustom(default_conf, ticker, limit_buy_or
 
     Trade.session.add(open_trade)
 
+    # Ensure default is to return empty (so not mocked yet)
+    freqtrade.check_handle_timedout()
+    assert cancel_order_mock.call_count == 0
+
     # Return false - trade remains open
     freqtrade.strategy.check_buy_timeout = MagicMock(return_value=False)
     freqtrade.check_handle_timedout()
@@ -2106,6 +2110,9 @@ def test_check_handle_timedout_sell_usercustom(default_conf, ticker, limit_sell_
     open_trade.is_open = False
 
     Trade.session.add(open_trade)
+    # Ensure default is false
+    freqtrade.check_handle_timedout()
+    assert cancel_order_mock.call_count == 0
 
     freqtrade.strategy.check_sell_timeout = MagicMock(return_value=False)
     # Return false - No impact

From 97c50f86e984c7b48ab6ec192c1835ba9b9ef178 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 17 May 2020 14:10:11 +0300
Subject: [PATCH 1095/1106] Cleanup pairlistmanager

---
 freqtrade/pairlist/pairlistmanager.py | 19 ++++++++-----------
 1 file changed, 8 insertions(+), 11 deletions(-)

diff --git a/freqtrade/pairlist/pairlistmanager.py b/freqtrade/pairlist/pairlistmanager.py
index 07dec912e..b01f1342b 100644
--- a/freqtrade/pairlist/pairlistmanager.py
+++ b/freqtrade/pairlist/pairlistmanager.py
@@ -1,9 +1,6 @@
 """
-Static List provider
-
-Provides lists as configured in config.json
-
- """
+PairList manager class
+"""
 import logging
 from copy import deepcopy
 from typing import Dict, List
@@ -14,6 +11,7 @@ from freqtrade.exceptions import OperationalException
 from freqtrade.pairlist.IPairList import IPairList
 from freqtrade.resolvers import PairListResolver
 
+
 logger = logging.getLogger(__name__)
 
 
@@ -79,8 +77,7 @@ class PairListManager():
         """
         Run pairlist through all configured pairlists.
         """
-
-        # tickers should be cached to avoid calling the exchange on each call.
+        # Tickers should be cached to avoid calling the exchange on each call.
         tickers: Dict = {}
         if self._tickers_needed:
             tickers = self._get_cached_tickers()
@@ -92,21 +89,21 @@ class PairListManager():
         for pl in self._pairlists:
             pairlist = pl.filter_pairlist(pairlist, tickers)
 
-        # Validation against blacklist happens after the pairlists to ensure blacklist is respected.
+        # Validation against blacklist happens after the pairlists to ensure
+        # blacklist is respected.
         pairlist = IPairList.verify_blacklist(pairlist, self.blacklist, True)
 
         self._whitelist = pairlist
 
     def _prepare_whitelist(self, pairlist: List[str], tickers) -> List[str]:
         """
-        Prepare pairlist for Pairlist Filters that use tickers data - remove
+        Prepare sanitized pairlist for Pairlist Filters that use tickers data - remove
         pairs that do not have ticker available
         """
         if self._tickers_needed:
             # Copy list since we're modifying this list
             for p in deepcopy(pairlist):
-                ticker = tickers.get(p)
-                if not ticker:
+                if p not in tickers:
                     pairlist.remove(p)
 
         return pairlist

From ae69d31095bb5241690036c39acb2ca768b96f26 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 17 May 2020 14:13:26 +0300
Subject: [PATCH 1096/1106] Cosmetics in IPairList

---
 freqtrade/pairlist/IPairList.py | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/freqtrade/pairlist/IPairList.py b/freqtrade/pairlist/IPairList.py
index e089e546c..e2eb364bc 100644
--- a/freqtrade/pairlist/IPairList.py
+++ b/freqtrade/pairlist/IPairList.py
@@ -1,9 +1,6 @@
 """
-Static List provider
-
-Provides lists as configured in config.json
-
- """
+PairList base class
+"""
 import logging
 from abc import ABC, abstractmethod, abstractproperty
 from copy import deepcopy
@@ -13,6 +10,7 @@ from cachetools import TTLCache, cached
 
 from freqtrade.exchange import market_is_active
 
+
 logger = logging.getLogger(__name__)
 
 

From 16622bbfadc26561fe134a08f7bfeaba89134390 Mon Sep 17 00:00:00 2001
From: hroff-1902 <hroff_raeyd9tzpttf@mail.ru>
Date: Sun, 17 May 2020 14:26:21 +0300
Subject: [PATCH 1097/1106] Cosmetics in pair lists

---
 freqtrade/pairlist/PrecisionFilter.py | 7 +++++--
 freqtrade/pairlist/PriceFilter.py     | 7 +++++--
 freqtrade/pairlist/SpreadFilter.py    | 4 ++++
 freqtrade/pairlist/StaticPairList.py  | 8 ++++----
 freqtrade/pairlist/VolumePairList.py  | 9 +++++----
 5 files changed, 23 insertions(+), 12 deletions(-)

diff --git a/freqtrade/pairlist/PrecisionFilter.py b/freqtrade/pairlist/PrecisionFilter.py
index 85fa592f8..6bd9c594e 100644
--- a/freqtrade/pairlist/PrecisionFilter.py
+++ b/freqtrade/pairlist/PrecisionFilter.py
@@ -1,9 +1,13 @@
+"""
+Precision pair list filter
+"""
 import logging
 from copy import deepcopy
 from typing import Any, Dict, List
 
 from freqtrade.pairlist.IPairList import IPairList
 
+
 logger = logging.getLogger(__name__)
 
 
@@ -63,9 +67,8 @@ class PrecisionFilter(IPairList):
         """
         # Copy list since we're modifying this list
         for p in deepcopy(pairlist):
-            ticker = tickers[p]
             # Filter out assets which would not allow setting a stoploss
-            if not self._validate_precision_filter(ticker, self._stoploss):
+            if not self._validate_precision_filter(tickers[p], self._stoploss):
                 pairlist.remove(p)
 
         return pairlist
diff --git a/freqtrade/pairlist/PriceFilter.py b/freqtrade/pairlist/PriceFilter.py
index 166515148..167717656 100644
--- a/freqtrade/pairlist/PriceFilter.py
+++ b/freqtrade/pairlist/PriceFilter.py
@@ -1,9 +1,13 @@
+"""
+Price pair list filter
+"""
 import logging
 from copy import deepcopy
 from typing import Any, Dict, List
 
 from freqtrade.pairlist.IPairList import IPairList
 
+
 logger = logging.getLogger(__name__)
 
 
@@ -61,9 +65,8 @@ class PriceFilter(IPairList):
         if self._low_price_ratio:
             # Copy list since we're modifying this list
             for p in deepcopy(pairlist):
-                ticker = tickers[p]
                 # Filter out assets which would not allow setting a stoploss
-                if not self._validate_ticker_lowprice(ticker):
+                if not self._validate_ticker_lowprice(tickers[p]):
                     pairlist.remove(p)
 
         return pairlist
diff --git a/freqtrade/pairlist/SpreadFilter.py b/freqtrade/pairlist/SpreadFilter.py
index 5b886135f..88e143a50 100644
--- a/freqtrade/pairlist/SpreadFilter.py
+++ b/freqtrade/pairlist/SpreadFilter.py
@@ -1,9 +1,13 @@
+"""
+Spread pair list filter
+"""
 import logging
 from copy import deepcopy
 from typing import Dict, List
 
 from freqtrade.pairlist.IPairList import IPairList
 
+
 logger = logging.getLogger(__name__)
 
 
diff --git a/freqtrade/pairlist/StaticPairList.py b/freqtrade/pairlist/StaticPairList.py
index 0050fbd5c..07e559168 100644
--- a/freqtrade/pairlist/StaticPairList.py
+++ b/freqtrade/pairlist/StaticPairList.py
@@ -1,14 +1,14 @@
 """
-Static List provider
+Static Pair List provider
 
-Provides lists as configured in config.json
-
- """
+Provides pair white list as it configured in config
+"""
 import logging
 from typing import Dict, List
 
 from freqtrade.pairlist.IPairList import IPairList
 
+
 logger = logging.getLogger(__name__)
 
 
diff --git a/freqtrade/pairlist/VolumePairList.py b/freqtrade/pairlist/VolumePairList.py
index 46ff4b9c8..e20fb3577 100644
--- a/freqtrade/pairlist/VolumePairList.py
+++ b/freqtrade/pairlist/VolumePairList.py
@@ -1,9 +1,8 @@
 """
 Volume PairList provider
 
-Provides lists as configured in config.json
-
- """
+Provides dynamic pair list based on trade volumes
+"""
 import logging
 from datetime import datetime
 from typing import Any, Dict, List
@@ -11,8 +10,10 @@ from typing import Any, Dict, List
 from freqtrade.exceptions import OperationalException
 from freqtrade.pairlist.IPairList import IPairList
 
+
 logger = logging.getLogger(__name__)
 
+
 SORT_VALUES = ['askVolume', 'bidVolume', 'quoteVolume']
 
 
@@ -115,7 +116,7 @@ class VolumePairList(IPairList):
         # Validate whitelist to only have active market pairs
         pairs = self._whitelist_for_active_markets([s['symbol'] for s in sorted_tickers])
         pairs = self._verify_blacklist(pairs, aswarning=False)
-        # Limit to X number of pairs
+        # Limit pairlist to the requested number of pairs
         pairs = pairs[:self._number_pairs]
 
         return pairs

From 943a2a08f858d472a84be39080dcc7c6cf93eb2f Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 17 May 2020 20:12:01 +0200
Subject: [PATCH 1098/1106] Improve daily API format

---
 freqtrade/rpc/rpc.py            | 26 ++++++++++++--------------
 freqtrade/rpc/telegram.py       | 20 ++++++++++++--------
 tests/rpc/test_rpc.py           | 16 +++++++++-------
 tests/rpc/test_rpc_apiserver.py |  6 ++++--
 4 files changed, 37 insertions(+), 31 deletions(-)

diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index d3b6b9639..7e2934579 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -206,28 +206,26 @@ class RPC:
                 'trades': len(trades)
             }
 
-        return [
-            [
-                key,
-                '{value:.8f} {symbol}'.format(
-                    value=float(value['amount']),
-                    symbol=stake_currency
-                ),
-                '{value:.3f} {symbol}'.format(
+        data = [
+            {
+                'date': key,
+                'abs_profit': f'{float(value["amount"]):.8f}',
+                'fiat_value': '{value:.3f}'.format(
                     value=self._fiat_converter.convert_amount(
                         value['amount'],
                         stake_currency,
                         fiat_display_currency
                     ) if self._fiat_converter else 0,
-                    symbol=fiat_display_currency
                 ),
-                '{value} trade{s}'.format(
-                    value=value['trades'],
-                    s='' if value['trades'] < 2 else 's'
-                ),
-            ]
+                'trade_count': f'{value["trades"]}',
+            }
             for key, value in profit_days.items()
         ]
+        return {
+            'stake_currency': stake_currency,
+            'fiat_display_currency': fiat_display_currency,
+            'data': data
+        }
 
     def _rpc_trade_history(self, limit: int) -> Dict:
         """ Returns the X last trades """
diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py
index 856b8f138..c77567429 100644
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@@ -276,14 +276,18 @@ class Telegram(RPC):
                 stake_cur,
                 fiat_disp_cur
             )
-            stats_tab = tabulate(stats,
-                                 headers=[
-                                     'Day',
-                                     f'Profit {stake_cur}',
-                                     f'Profit {fiat_disp_cur}',
-                                     f'Trades'
-                                 ],
-                                 tablefmt='simple')
+            stats_tab = tabulate(
+                [[day['date'],
+                  f"{day['abs_profit']} {stats['stake_currency']}",
+                  f"{day['fiat_value']} {stats['fiat_display_currency']}",
+                  f"{day['trade_count']} trades"] for day in stats['data']],
+                headers=[
+                    'Day',
+                    f'Profit {stake_cur}',
+                    f'Profit {fiat_disp_cur}',
+                    f'Trades',
+                ],
+                tablefmt='simple')
             message = f'<b>Daily Profit over the last {timescale} days</b>:\n<pre>{stats_tab}</pre>'
             self._send_msg(message, parse_mode=ParseMode.HTML)
         except RPCException as e:
diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index a1e6d9f26..6c91db86a 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -203,16 +203,18 @@ def test_rpc_daily_profit(default_conf, update, ticker, fee,
     # Try valid data
     update.message.text = '/daily 2'
     days = rpc._rpc_daily_profit(7, stake_currency, fiat_display_currency)
-    assert len(days) == 7
-    for day in days:
+    assert len(days['data']) == 7
+    assert days['stake_currency'] == default_conf['stake_currency']
+    assert days['fiat_display_currency'] == default_conf['fiat_display_currency']
+    for day in days['data']:
         # [datetime.date(2018, 1, 11), '0.00000000 BTC', '0.000 USD']
-        assert (day[1] == '0.00000000 BTC' or
-                day[1] == '0.00006217 BTC')
+        assert (day['abs_profit'] == '0.00000000' or
+                day['abs_profit'] == '0.00006217')
 
-        assert (day[2] == '0.000 USD' or
-                day[2] == '0.767 USD')
+        assert (day['fiat_value'] == '0.000' or
+                day['fiat_value'] == '0.767')
     # ensure first day is current date
-    assert str(days[0][0]) == str(datetime.utcnow().date())
+    assert str(days['data'][0]['date']) == str(datetime.utcnow().date())
 
     # Try invalid data
     with pytest.raises(RPCException, match=r'.*must be an integer greater than 0*'):
diff --git a/tests/rpc/test_rpc_apiserver.py b/tests/rpc/test_rpc_apiserver.py
index b953097d5..688c8bdb6 100644
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -333,8 +333,10 @@ def test_api_daily(botclient, mocker, ticker, fee, markets):
     )
     rc = client_get(client, f"{BASE_URI}/daily")
     assert_response(rc)
-    assert len(rc.json) == 7
-    assert rc.json[0][0] == str(datetime.utcnow().date())
+    assert len(rc.json['data']) == 7
+    assert rc.json['stake_currency'] == 'BTC'
+    assert rc.json['fiat_display_currency'] == 'USD'
+    assert rc.json['data'][0]['date'] == str(datetime.utcnow().date())
 
 
 def test_api_trades(botclient, mocker, ticker, fee, markets):

From 64b8d8c7bd2f56d4ce78cc702305062439873e44 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Sun, 17 May 2020 20:18:35 +0200
Subject: [PATCH 1099/1106] Use correct Return hint

---
 freqtrade/rpc/rpc.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 7e2934579..3f6d0729d 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -186,7 +186,7 @@ class RPC:
 
     def _rpc_daily_profit(
             self, timescale: int,
-            stake_currency: str, fiat_display_currency: str) -> List[List[Any]]:
+            stake_currency: str, fiat_display_currency: str) -> Dict[str, Any]:
         today = datetime.utcnow().date()
         profit_days: Dict[date, Dict] = {}
 

From 503a8a82431fc3b6d1c799eadabcb9f9c461f280 Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 18 May 2020 07:02:57 +0200
Subject: [PATCH 1100/1106] Simplify sd_notify usage

---
 freqtrade/worker.py | 33 +++++++++++++++------------------
 1 file changed, 15 insertions(+), 18 deletions(-)

diff --git a/freqtrade/worker.py b/freqtrade/worker.py
index 55cf30d16..3f5ab734e 100755
--- a/freqtrade/worker.py
+++ b/freqtrade/worker.py
@@ -37,9 +37,7 @@ class Worker:
         self._heartbeat_msg: float = 0
 
         # Tell systemd that we completed initialization phase
-        if self._sd_notify:
-            logger.debug("sd_notify: READY=1")
-            self._sd_notify.notify("READY=1")
+        self._notify("READY=1")
 
     def _init(self, reconfig: bool) -> None:
         """
@@ -60,6 +58,15 @@ class Worker:
         self._sd_notify = sdnotify.SystemdNotifier() if \
             self._config.get('internals', {}).get('sd_notify', False) else None
 
+    def _notify(self, message: str) -> None:
+        """
+        Removes the need to verify in all occurances if sd_notify is enabled
+        :param message: Message to send to systemd if it's enabled.
+        """
+        if self._sd_notify:
+            logger.debug(f"sd_notify: {message}")
+            self._sd_notify.notify(message)
+
     def run(self) -> None:
         state = None
         while True:
@@ -89,17 +96,13 @@ class Worker:
 
         if state == State.STOPPED:
             # Ping systemd watchdog before sleeping in the stopped state
-            if self._sd_notify:
-                logger.debug("sd_notify: WATCHDOG=1\\nSTATUS=State: STOPPED.")
-                self._sd_notify.notify("WATCHDOG=1\nSTATUS=State: STOPPED.")
+            self._notify("WATCHDOG=1\nSTATUS=State: STOPPED.")
 
             self._throttle(func=self._process_stopped, throttle_secs=self._throttle_secs)
 
         elif state == State.RUNNING:
             # Ping systemd watchdog before throttling
-            if self._sd_notify:
-                logger.debug("sd_notify: WATCHDOG=1\\nSTATUS=State: RUNNING.")
-                self._sd_notify.notify("WATCHDOG=1\nSTATUS=State: RUNNING.")
+            self._notify("WATCHDOG=1\nSTATUS=State: RUNNING.")
 
             self._throttle(func=self._process_running, throttle_secs=self._throttle_secs)
 
@@ -154,9 +157,7 @@ class Worker:
         replaces it with the new instance
         """
         # Tell systemd that we initiated reconfiguration
-        if self._sd_notify:
-            logger.debug("sd_notify: RELOADING=1")
-            self._sd_notify.notify("RELOADING=1")
+        self._notify("RELOADING=1")
 
         # Clean up current freqtrade modules
         self.freqtrade.cleanup()
@@ -167,15 +168,11 @@ class Worker:
         self.freqtrade.notify_status('config reloaded')
 
         # Tell systemd that we completed reconfiguration
-        if self._sd_notify:
-            logger.debug("sd_notify: READY=1")
-            self._sd_notify.notify("READY=1")
+        self._notify("READY=1")
 
     def exit(self) -> None:
         # Tell systemd that we are exiting now
-        if self._sd_notify:
-            logger.debug("sd_notify: STOPPING=1")
-            self._sd_notify.notify("STOPPING=1")
+        self._notify("STOPPING=1")
 
         if self.freqtrade:
             self.freqtrade.notify_status('process died')

From 37fd675aace911736b5acf97757879fd1c936773 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 18 May 2020 09:00:23 +0000
Subject: [PATCH 1101/1106] Bump flake8 from 3.7.9 to 3.8.1

Bumps [flake8](https://gitlab.com/pycqa/flake8) from 3.7.9 to 3.8.1.
- [Release notes](https://gitlab.com/pycqa/flake8/tags)
- [Commits](https://gitlab.com/pycqa/flake8/compare/3.7.9...3.8.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-dev.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-dev.txt b/requirements-dev.txt
index 616ca20f9..a37ac42ae 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -4,7 +4,7 @@
 -r requirements-hyperopt.txt
 
 coveralls==2.0.0
-flake8==3.7.9
+flake8==3.8.1
 flake8-type-annotations==0.1.0
 flake8-tidy-imports==4.1.0
 mypy==0.770

From a447efbe57d3a1b60c5d7c2ec3ca3d282ce85b1e Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 18 May 2020 09:00:45 +0000
Subject: [PATCH 1102/1106] Bump mkdocs-material from 5.1.6 to 5.1.7

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material) from 5.1.6 to 5.1.7.
- [Release notes](https://github.com/squidfunk/mkdocs-material/releases)
- [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG)
- [Commits](https://github.com/squidfunk/mkdocs-material/compare/5.1.6...5.1.7)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 docs/requirements-docs.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/requirements-docs.txt b/docs/requirements-docs.txt
index c121dec64..485cd50cf 100644
--- a/docs/requirements-docs.txt
+++ b/docs/requirements-docs.txt
@@ -1,2 +1,2 @@
-mkdocs-material==5.1.6
+mkdocs-material==5.1.7
 mdx_truly_sane_lists==1.2

From 37a10d1d30073b8f6631d30e9af9e2d744c64a37 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 18 May 2020 09:01:37 +0000
Subject: [PATCH 1103/1106] Bump joblib from 0.14.1 to 0.15.1

Bumps [joblib](https://github.com/joblib/joblib) from 0.14.1 to 0.15.1.
- [Release notes](https://github.com/joblib/joblib/releases)
- [Changelog](https://github.com/joblib/joblib/blob/master/CHANGES.rst)
- [Commits](https://github.com/joblib/joblib/compare/0.14.1...0.15.1)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-hyperopt.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-hyperopt.txt b/requirements-hyperopt.txt
index 9afd07357..c3dda6c4b 100644
--- a/requirements-hyperopt.txt
+++ b/requirements-hyperopt.txt
@@ -6,5 +6,5 @@ scipy==1.4.1
 scikit-learn==0.22.2.post1
 scikit-optimize==0.7.4
 filelock==3.0.12
-joblib==0.14.1
+joblib==0.15.1
 progressbar2==3.51.3

From ff8e85f2f5b451197fccf5ad7783d76dcd2c6871 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 18 May 2020 09:02:29 +0000
Subject: [PATCH 1104/1106] Bump sqlalchemy from 1.3.16 to 1.3.17

Bumps [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) from 1.3.16 to 1.3.17.
- [Release notes](https://github.com/sqlalchemy/sqlalchemy/releases)
- [Changelog](https://github.com/sqlalchemy/sqlalchemy/blob/master/CHANGES)
- [Commits](https://github.com/sqlalchemy/sqlalchemy/commits)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 017974c9e..654fa0853 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,7 +1,7 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
 ccxt==1.27.49
-SQLAlchemy==1.3.16
+SQLAlchemy==1.3.17
 python-telegram-bot==12.7
 arrow==0.15.6
 cachetools==4.1.0

From 601cbd1231dbd124541b732396cf10bd406a5e57 Mon Sep 17 00:00:00 2001
From: "dependabot-preview[bot]"
 <27856297+dependabot-preview[bot]@users.noreply.github.com>
Date: Mon, 18 May 2020 09:23:03 +0000
Subject: [PATCH 1105/1106] Bump ccxt from 1.27.49 to 1.27.91

Bumps [ccxt](https://github.com/ccxt/ccxt) from 1.27.49 to 1.27.91.
- [Release notes](https://github.com/ccxt/ccxt/releases)
- [Changelog](https://github.com/ccxt/ccxt/blob/master/doc/exchanges-by-country.rst)
- [Commits](https://github.com/ccxt/ccxt/compare/1.27.49...1.27.91)

Signed-off-by: dependabot-preview[bot] <support@dependabot.com>
---
 requirements-common.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements-common.txt b/requirements-common.txt
index 654fa0853..a2038d95e 100644
--- a/requirements-common.txt
+++ b/requirements-common.txt
@@ -1,6 +1,6 @@
 # requirements without requirements installable via conda
 # mainly used for Raspberry pi installs
-ccxt==1.27.49
+ccxt==1.27.91
 SQLAlchemy==1.3.17
 python-telegram-bot==12.7
 arrow==0.15.6

From 5a9a31351abd7e0a2cc2226eaa7904e389ad70be Mon Sep 17 00:00:00 2001
From: Matthias <xmatthias@outlook.com>
Date: Mon, 18 May 2020 11:40:25 +0200
Subject: [PATCH 1106/1106] Adjust empty f-strings to be non-fstrings

---
 freqtrade/commands/build_config_commands.py |  2 +-
 freqtrade/commands/cli_options.py           |  4 ++--
 freqtrade/commands/deploy_commands.py       |  2 +-
 freqtrade/exchange/exchange.py              |  3 +--
 freqtrade/pairlist/VolumePairList.py        |  2 +-
 freqtrade/rpc/rpc.py                        |  2 +-
 freqtrade/rpc/telegram.py                   |  4 ++--
 freqtrade/rpc/webhook.py                    |  6 +++---
 tests/conftest.py                           | 18 +++++++++--------
 tests/exchange/test_exchange.py             |  6 +++---
 tests/optimize/test_backtesting.py          |  2 +-
 tests/optimize/test_hyperopt.py             |  2 +-
 tests/rpc/test_rpc.py                       |  6 +++---
 tests/test_configuration.py                 |  2 +-
 tests/test_freqtradebot.py                  | 22 +++++++++------------
 15 files changed, 40 insertions(+), 43 deletions(-)

diff --git a/freqtrade/commands/build_config_commands.py b/freqtrade/commands/build_config_commands.py
index 58ac6ec27..87098f53c 100644
--- a/freqtrade/commands/build_config_commands.py
+++ b/freqtrade/commands/build_config_commands.py
@@ -163,7 +163,7 @@ def deploy_new_config(config_path: Path, selections: Dict[str, Any]) -> None:
             )
     except TemplateNotFound:
         selections['exchange'] = render_template(
-            templatefile=f"subtemplates/exchange_generic.j2",
+            templatefile="subtemplates/exchange_generic.j2",
             arguments=selections
         )
 
diff --git a/freqtrade/commands/cli_options.py b/freqtrade/commands/cli_options.py
index a8f2ffdba..ee9208c33 100644
--- a/freqtrade/commands/cli_options.py
+++ b/freqtrade/commands/cli_options.py
@@ -372,8 +372,8 @@ AVAILABLE_CLI_OPTIONS = {
     ),
     "timeframes": Arg(
         '-t', '--timeframes',
-        help=f'Specify which tickers to download. Space-separated list. '
-        f'Default: `1m 5m`.',
+        help='Specify which tickers to download. Space-separated list. '
+        'Default: `1m 5m`.',
         choices=['1m', '3m', '5m', '15m', '30m', '1h', '2h', '4h',
                  '6h', '8h', '12h', '1d', '3d', '1w'],
         default=['1m', '5m'],
diff --git a/freqtrade/commands/deploy_commands.py b/freqtrade/commands/deploy_commands.py
index a29ba346f..86562fa7c 100644
--- a/freqtrade/commands/deploy_commands.py
+++ b/freqtrade/commands/deploy_commands.py
@@ -51,7 +51,7 @@ def deploy_new_strategy(strategy_name: str, strategy_path: Path, subtemplate: st
     )
     additional_methods = render_template_with_fallback(
         templatefile=f"subtemplates/strategy_methods_{subtemplate}.j2",
-        templatefallbackfile=f"subtemplates/strategy_methods_empty.j2",
+        templatefallbackfile="subtemplates/strategy_methods_empty.j2",
     )
 
     strategy_text = render_template(templatefile='base_strategy.py.j2',
diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 6ad7ad582..68022662a 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -366,8 +366,7 @@ class Exchange:
                 f"Invalid timeframe '{timeframe}'. This exchange supports: {self.timeframes}")
 
         if timeframe and timeframe_to_minutes(timeframe) < 1:
-            raise OperationalException(
-                f"Timeframes < 1m are currently not supported by Freqtrade.")
+            raise OperationalException("Timeframes < 1m are currently not supported by Freqtrade.")
 
     def validate_ordertypes(self, order_types: Dict) -> None:
         """
diff --git a/freqtrade/pairlist/VolumePairList.py b/freqtrade/pairlist/VolumePairList.py
index e20fb3577..981e9915e 100644
--- a/freqtrade/pairlist/VolumePairList.py
+++ b/freqtrade/pairlist/VolumePairList.py
@@ -25,7 +25,7 @@ class VolumePairList(IPairList):
 
         if 'number_assets' not in self._pairlistconfig:
             raise OperationalException(
-                f'`number_assets` not specified. Please check your configuration '
+                '`number_assets` not specified. Please check your configuration '
                 'for "pairlist.config.number_assets"')
 
         self._stake_currency = config['stake_currency']
diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 3f6d0729d..21f54de50 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -545,5 +545,5 @@ class RPC:
     def _rpc_edge(self) -> List[Dict[str, Any]]:
         """ Returns information related to Edge """
         if not self._freqtrade.edge:
-            raise RPCException(f'Edge is not enabled.')
+            raise RPCException('Edge is not enabled.')
         return self._freqtrade.edge.accepted_pairs()
diff --git a/freqtrade/rpc/telegram.py b/freqtrade/rpc/telegram.py
index 1d7ebb21a..dfda15a26 100644
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@@ -234,7 +234,7 @@ class Telegram(RPC):
                         lines.append("*Open Order:* `{open_order}`")
 
                 # Filter empty lines using list-comprehension
-                messages.append("\n".join([l for l in lines if l]).format(**r))
+                messages.append("\n".join([line for line in lines if line]).format(**r))
 
             for msg in messages:
                 self._send_msg(msg)
@@ -289,7 +289,7 @@ class Telegram(RPC):
                     'Day',
                     f'Profit {stake_cur}',
                     f'Profit {fiat_disp_cur}',
-                    f'Trades',
+                    'Trades',
                 ],
                 tablefmt='simple')
             message = f'<b>Daily Profit over the last {timescale} days</b>:\n<pre>{stats_tab}</pre>'
diff --git a/freqtrade/rpc/webhook.py b/freqtrade/rpc/webhook.py
index 1309663d4..322d990ee 100644
--- a/freqtrade/rpc/webhook.py
+++ b/freqtrade/rpc/webhook.py
@@ -47,9 +47,9 @@ class Webhook(RPC):
                 valuedict = self._config['webhook'].get('webhooksell', None)
             elif msg['type'] == RPCMessageType.SELL_CANCEL_NOTIFICATION:
                 valuedict = self._config['webhook'].get('webhooksellcancel', None)
-            elif msg['type'] in(RPCMessageType.STATUS_NOTIFICATION,
-                                RPCMessageType.CUSTOM_NOTIFICATION,
-                                RPCMessageType.WARNING_NOTIFICATION):
+            elif msg['type'] in (RPCMessageType.STATUS_NOTIFICATION,
+                                 RPCMessageType.CUSTOM_NOTIFICATION,
+                                 RPCMessageType.WARNING_NOTIFICATION):
                 valuedict = self._config['webhook'].get('webhookstatus', None)
             else:
                 raise NotImplementedError('Unknown message type: {}'.format(msg['type']))
diff --git a/tests/conftest.py b/tests/conftest.py
index 36c60e27e..d15cba1de 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1705,7 +1705,7 @@ def hyperopt_results():
         {
             'loss': 0.4366182531161519,
             'params_dict': {
-            'mfi-value': 15, 'fastd-value': 20, 'adx-value': 25, 'rsi-value': 28, 'mfi-enabled': False, 'fastd-enabled': True, 'adx-enabled': True, 'rsi-enabled': True, 'trigger': 'macd_cross_signal', 'sell-mfi-value': 88, 'sell-fastd-value': 97, 'sell-adx-value': 51, 'sell-rsi-value': 67, 'sell-mfi-enabled': False, 'sell-fastd-enabled': False, 'sell-adx-enabled': True, 'sell-rsi-enabled': True, 'sell-trigger': 'sell-bb_upper', 'roi_t1': 1190, 'roi_t2': 541, 'roi_t3': 408, 'roi_p1': 0.026035863879169705, 'roi_p2': 0.12508730043628782, 'roi_p3': 0.27766427921605896, 'stoploss': -0.2562930402099556},  # noqa: E501
+                'mfi-value': 15, 'fastd-value': 20, 'adx-value': 25, 'rsi-value': 28, 'mfi-enabled': False, 'fastd-enabled': True, 'adx-enabled': True, 'rsi-enabled': True, 'trigger': 'macd_cross_signal', 'sell-mfi-value': 88, 'sell-fastd-value': 97, 'sell-adx-value': 51, 'sell-rsi-value': 67, 'sell-mfi-enabled': False, 'sell-fastd-enabled': False, 'sell-adx-enabled': True, 'sell-rsi-enabled': True, 'sell-trigger': 'sell-bb_upper', 'roi_t1': 1190, 'roi_t2': 541, 'roi_t3': 408, 'roi_p1': 0.026035863879169705, 'roi_p2': 0.12508730043628782, 'roi_p3': 0.27766427921605896, 'stoploss': -0.2562930402099556},  # noqa: E501
             'params_details': {'buy': {'mfi-value': 15, 'fastd-value': 20, 'adx-value': 25, 'rsi-value': 28, 'mfi-enabled': False, 'fastd-enabled': True, 'adx-enabled': True, 'rsi-enabled': True, 'trigger': 'macd_cross_signal'}, 'sell': {'sell-mfi-value': 88, 'sell-fastd-value': 97, 'sell-adx-value': 51, 'sell-rsi-value': 67, 'sell-mfi-enabled': False, 'sell-fastd-enabled': False, 'sell-adx-enabled': True, 'sell-rsi-enabled': True, 'sell-trigger': 'sell-bb_upper'}, 'roi': {0: 0.4287874435315165, 408: 0.15112316431545753, 949: 0.026035863879169705, 2139: 0}, 'stoploss': {'stoploss': -0.2562930402099556}},  # noqa: E501
             'results_metrics': {'trade_count': 2, 'avg_profit': -1.254995, 'total_profit': -0.00125625, 'profit': -2.50999, 'duration': 3930.0},  # noqa: E501
             'results_explanation': '     2 trades. Avg profit  -1.25%. Total profit -0.00125625 BTC (  -2.51Σ%). Avg duration 3930.0 min.',  # noqa: E501
@@ -1716,11 +1716,12 @@ def hyperopt_results():
         }, {
             'loss': 20.0,
             'params_dict': {
-            'mfi-value': 17, 'fastd-value': 38, 'adx-value': 48, 'rsi-value': 22, 'mfi-enabled': True, 'fastd-enabled': False, 'adx-enabled': True, 'rsi-enabled': True, 'trigger': 'macd_cross_signal', 'sell-mfi-value': 96, 'sell-fastd-value': 68, 'sell-adx-value': 63, 'sell-rsi-value': 81, 'sell-mfi-enabled': False, 'sell-fastd-enabled': True, 'sell-adx-enabled': True, 'sell-rsi-enabled': True, 'sell-trigger': 'sell-sar_reversal', 'roi_t1': 334, 'roi_t2': 683, 'roi_t3': 140, 'roi_p1': 0.06403981740598495, 'roi_p2': 0.055519840060645045, 'roi_p3': 0.3253712811342459, 'stoploss': -0.338070047333259},  # noqa: E501
-            'params_details': {'buy': {'mfi-value': 17, 'fastd-value': 38, 'adx-value': 48, 'rsi-value': 22, 'mfi-enabled': True, 'fastd-enabled': False, 'adx-enabled': True, 'rsi-enabled': True, 'trigger': 'macd_cross_signal'},  # noqa: E501
-            'sell': {'sell-mfi-value': 96, 'sell-fastd-value': 68, 'sell-adx-value': 63, 'sell-rsi-value': 81, 'sell-mfi-enabled': False, 'sell-fastd-enabled': True, 'sell-adx-enabled': True, 'sell-rsi-enabled': True, 'sell-trigger': 'sell-sar_reversal'},  # noqa: E501
-            'roi': {0: 0.4449309386008759, 140: 0.11955965746663, 823: 0.06403981740598495, 1157: 0},  # noqa: E501
-            'stoploss': {'stoploss': -0.338070047333259}},
+                'mfi-value': 17, 'fastd-value': 38, 'adx-value': 48, 'rsi-value': 22, 'mfi-enabled': True, 'fastd-enabled': False, 'adx-enabled': True, 'rsi-enabled': True, 'trigger': 'macd_cross_signal', 'sell-mfi-value': 96, 'sell-fastd-value': 68, 'sell-adx-value': 63, 'sell-rsi-value': 81, 'sell-mfi-enabled': False, 'sell-fastd-enabled': True, 'sell-adx-enabled': True, 'sell-rsi-enabled': True, 'sell-trigger': 'sell-sar_reversal', 'roi_t1': 334, 'roi_t2': 683, 'roi_t3': 140, 'roi_p1': 0.06403981740598495, 'roi_p2': 0.055519840060645045, 'roi_p3': 0.3253712811342459, 'stoploss': -0.338070047333259},  # noqa: E501
+            'params_details': {
+                'buy': {'mfi-value': 17, 'fastd-value': 38, 'adx-value': 48, 'rsi-value': 22, 'mfi-enabled': True, 'fastd-enabled': False, 'adx-enabled': True, 'rsi-enabled': True, 'trigger': 'macd_cross_signal'},  # noqa: E501
+                'sell': {'sell-mfi-value': 96, 'sell-fastd-value': 68, 'sell-adx-value': 63, 'sell-rsi-value': 81, 'sell-mfi-enabled': False, 'sell-fastd-enabled': True, 'sell-adx-enabled': True, 'sell-rsi-enabled': True, 'sell-trigger': 'sell-sar_reversal'},  # noqa: E501
+                'roi': {0: 0.4449309386008759, 140: 0.11955965746663, 823: 0.06403981740598495, 1157: 0},  # noqa: E501
+                'stoploss': {'stoploss': -0.338070047333259}},
             'results_metrics': {'trade_count': 1, 'avg_profit': 0.12357, 'total_profit': 6.185e-05, 'profit': 0.12357, 'duration': 1200.0},  # noqa: E501
             'results_explanation': '     1 trades. Avg profit   0.12%. Total profit  0.00006185 BTC (   0.12Σ%). Avg duration 1200.0 min.',  # noqa: E501
             'total_profit': 6.185e-05,
@@ -1767,8 +1768,9 @@ def hyperopt_results():
         }, {
             'loss': 4.713497421432944,
             'params_dict': {'mfi-value': 13, 'fastd-value': 41, 'adx-value': 21, 'rsi-value': 29, 'mfi-enabled': False, 'fastd-enabled': True, 'adx-enabled': False, 'rsi-enabled': False, 'trigger': 'bb_lower', 'sell-mfi-value': 99, 'sell-fastd-value': 60, 'sell-adx-value': 81, 'sell-rsi-value': 69, 'sell-mfi-enabled': True, 'sell-fastd-enabled': True, 'sell-adx-enabled': True, 'sell-rsi-enabled': False, 'sell-trigger': 'sell-macd_cross_signal', 'roi_t1': 771, 'roi_t2': 620, 'roi_t3': 145, 'roi_p1': 0.0586919200378493, 'roi_p2': 0.04984118697312542, 'roi_p3': 0.37521058680247044, 'stoploss': -0.14613268022709905},  # noqa: E501
-            'params_details': {'buy': {'mfi-value': 13, 'fastd-value': 41, 'adx-value': 21, 'rsi-value': 29, 'mfi-enabled': False, 'fastd-enabled': True, 'adx-enabled': False, 'rsi-enabled': False, 'trigger': 'bb_lower'}, 'sell': {'sell-mfi-value': 99, 'sell-fastd-value': 60, 'sell-adx-value': 81, 'sell-rsi-value': 69, 'sell-mfi-enabled': True, 'sell-fastd-enabled': True, 'sell-adx-enabled': True, 'sell-rsi-enabled': False, 'sell-trigger': 'sell-macd_cross_signal'}, 'roi': {0: 0.4837436938134452, 145: 0.10853310701097472, 765: 0.0586919200378493, 1536: 0},  # noqa: E501
-            'stoploss': {'stoploss': -0.14613268022709905}},  # noqa: E501
+            'params_details': {
+                'buy': {'mfi-value': 13, 'fastd-value': 41, 'adx-value': 21, 'rsi-value': 29, 'mfi-enabled': False, 'fastd-enabled': True, 'adx-enabled': False, 'rsi-enabled': False, 'trigger': 'bb_lower'}, 'sell': {'sell-mfi-value': 99, 'sell-fastd-value': 60, 'sell-adx-value': 81, 'sell-rsi-value': 69, 'sell-mfi-enabled': True, 'sell-fastd-enabled': True, 'sell-adx-enabled': True, 'sell-rsi-enabled': False, 'sell-trigger': 'sell-macd_cross_signal'}, 'roi': {0: 0.4837436938134452, 145: 0.10853310701097472, 765: 0.0586919200378493, 1536: 0},  # noqa: E501
+                'stoploss': {'stoploss': -0.14613268022709905}},  # noqa: E501
             'results_metrics': {'trade_count': 318, 'avg_profit': -0.39833954716981146, 'total_profit': -0.06339929, 'profit': -126.67197600000004, 'duration': 3140.377358490566},  # noqa: E501
             'results_explanation': '   318 trades. Avg profit  -0.40%. Total profit -0.06339929 BTC (-126.67Σ%). Avg duration 3140.4 min.',  # noqa: E501
             'total_profit': -0.06339929,
diff --git a/tests/exchange/test_exchange.py b/tests/exchange/test_exchange.py
index aa42950e2..7b1e9ddaa 100644
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@@ -517,9 +517,9 @@ def test_validate_pairs_restricted(default_conf, mocker, caplog):
     mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
 
     Exchange(default_conf)
-    assert log_has(f"Pair XRP/BTC is restricted for some users on this exchange."
-                   f"Please check if you are impacted by this restriction "
-                   f"on the exchange and eventually remove XRP/BTC from your whitelist.", caplog)
+    assert log_has("Pair XRP/BTC is restricted for some users on this exchange."
+                   "Please check if you are impacted by this restriction "
+                   "on the exchange and eventually remove XRP/BTC from your whitelist.", caplog)
 
 
 def test_validate_pairs_stakecompatibility(default_conf, mocker, caplog):
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 093cbf966..019914720 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -555,7 +555,7 @@ def test_backtest_multi_pair(default_conf, fee, mocker, tres, pair, testdatadir)
         """
         Buy every xth candle - sell every other xth -2 (hold on to pairs a bit)
         """
-        if metadata['pair'] in('ETH/BTC', 'LTC/BTC'):
+        if metadata['pair'] in ('ETH/BTC', 'LTC/BTC'):
             multi = 20
         else:
             multi = 18
diff --git a/tests/optimize/test_hyperopt.py b/tests/optimize/test_hyperopt.py
index cc8b9aa37..90e047954 100644
--- a/tests/optimize/test_hyperopt.py
+++ b/tests/optimize/test_hyperopt.py
@@ -820,7 +820,7 @@ def test_continue_hyperopt(mocker, default_conf, caplog):
     Hyperopt(default_conf)
 
     assert unlinkmock.call_count == 0
-    assert log_has(f"Continuing on previous hyperopt results.", caplog)
+    assert log_has("Continuing on previous hyperopt results.", caplog)
 
 
 def test_print_json_spaces_all(mocker, default_conf, caplog, capsys) -> None:
diff --git a/tests/rpc/test_rpc.py b/tests/rpc/test_rpc.py
index 1c3a43e4b..63691dfb4 100644
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -83,7 +83,7 @@ def test_rpc_trade_status(default_conf, ticker, fee, mocker) -> None:
     } == results[0]
 
     mocker.patch('freqtrade.freqtradebot.FreqtradeBot.get_sell_rate',
-                 MagicMock(side_effect=DependencyException(f"Pair 'ETH/BTC' not available")))
+                 MagicMock(side_effect=DependencyException("Pair 'ETH/BTC' not available")))
     results = rpc._rpc_trade_status()
     assert isnan(results[0]['current_profit'])
     assert isnan(results[0]['current_rate'])
@@ -167,7 +167,7 @@ def test_rpc_status_table(default_conf, ticker, fee, mocker) -> None:
     assert '-0.41% (-0.06)' == result[0][3]
 
     mocker.patch('freqtrade.freqtradebot.FreqtradeBot.get_sell_rate',
-                 MagicMock(side_effect=DependencyException(f"Pair 'ETH/BTC' not available")))
+                 MagicMock(side_effect=DependencyException("Pair 'ETH/BTC' not available")))
     result, headers = rpc._rpc_status_table(default_conf['stake_currency'], 'USD')
     assert 'instantly' == result[0][2]
     assert 'ETH/BTC' in result[0][1]
@@ -319,7 +319,7 @@ def test_rpc_trade_statistics(default_conf, ticker, ticker_sell_up, fee,
 
     # Test non-available pair
     mocker.patch('freqtrade.freqtradebot.FreqtradeBot.get_sell_rate',
-                 MagicMock(side_effect=DependencyException(f"Pair 'ETH/BTC' not available")))
+                 MagicMock(side_effect=DependencyException("Pair 'ETH/BTC' not available")))
     stats = rpc._rpc_trade_statistics(stake_currency, fiat_display_currency)
     assert stats['trade_count'] == 2
     assert stats['first_trade_date'] == 'just now'
diff --git a/tests/test_configuration.py b/tests/test_configuration.py
index c89f1381e..edcbe4516 100644
--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -73,7 +73,7 @@ def test_load_config_file_error(default_conf, mocker, caplog) -> None:
     mocker.patch('freqtrade.configuration.load_config.open', mocker.mock_open(read_data=filedata))
     mocker.patch.object(Path, "read_text", MagicMock(return_value=filedata))
 
-    with pytest.raises(OperationalException, match=f".*Please verify the following segment.*"):
+    with pytest.raises(OperationalException, match=r".*Please verify the following segment.*"):
         load_config_file('somefile')
 
 
diff --git a/tests/test_freqtradebot.py b/tests/test_freqtradebot.py
index a1358abdc..9d9d133cc 100644
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -3153,10 +3153,8 @@ def test_trailing_stop_loss(default_conf, limit_buy_order, fee, caplog, mocker)
     caplog.set_level(logging.DEBUG)
     # Sell as trailing-stop is reached
     assert freqtrade.handle_trade(trade) is True
-    assert log_has(
-        f"ETH/BTC - HIT STOP: current price at 0.000012, "
-        f"stoploss is 0.000015, "
-        f"initial stoploss was at 0.000010, trade opened at 0.000011", caplog)
+    assert log_has("ETH/BTC - HIT STOP: current price at 0.000012, stoploss is 0.000015, "
+                   "initial stoploss was at 0.000010, trade opened at 0.000011", caplog)
     assert trade.sell_reason == SellType.TRAILING_STOP_LOSS.value
 
 
@@ -3199,8 +3197,8 @@ def test_trailing_stop_loss_positive(default_conf, limit_buy_order, fee,
                  }))
     # stop-loss not reached, adjusted stoploss
     assert freqtrade.handle_trade(trade) is False
-    assert log_has(f"ETH/BTC - Using positive stoploss: 0.01 offset: 0 profit: 0.2666%", caplog)
-    assert log_has(f"ETH/BTC - Adjusting stoploss...", caplog)
+    assert log_has("ETH/BTC - Using positive stoploss: 0.01 offset: 0 profit: 0.2666%", caplog)
+    assert log_has("ETH/BTC - Adjusting stoploss...", caplog)
     assert trade.stop_loss == 0.0000138501
 
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
@@ -3256,9 +3254,8 @@ def test_trailing_stop_loss_offset(default_conf, limit_buy_order, fee,
                  }))
     # stop-loss not reached, adjusted stoploss
     assert freqtrade.handle_trade(trade) is False
-    assert log_has(f"ETH/BTC - Using positive stoploss: 0.01 offset: 0.011 profit: 0.2666%",
-                   caplog)
-    assert log_has(f"ETH/BTC - Adjusting stoploss...", caplog)
+    assert log_has("ETH/BTC - Using positive stoploss: 0.01 offset: 0.011 profit: 0.2666%", caplog)
+    assert log_has("ETH/BTC - Adjusting stoploss...", caplog)
     assert trade.stop_loss == 0.0000138501
 
     mocker.patch('freqtrade.exchange.Exchange.fetch_ticker',
@@ -3322,7 +3319,7 @@ def test_tsl_only_offset_reached(default_conf, limit_buy_order, fee,
     # stop-loss should not be adjusted as offset is not reached yet
     assert freqtrade.handle_trade(trade) is False
 
-    assert not log_has(f"ETH/BTC - Adjusting stoploss...", caplog)
+    assert not log_has("ETH/BTC - Adjusting stoploss...", caplog)
     assert trade.stop_loss == 0.0000098910
 
     # price rises above the offset (rises 12% when the offset is 5.5%)
@@ -3334,9 +3331,8 @@ def test_tsl_only_offset_reached(default_conf, limit_buy_order, fee,
                  }))
 
     assert freqtrade.handle_trade(trade) is False
-    assert log_has(f"ETH/BTC - Using positive stoploss: 0.05 offset: 0.055 profit: 0.1218%",
-                   caplog)
-    assert log_has(f"ETH/BTC - Adjusting stoploss...", caplog)
+    assert log_has("ETH/BTC - Using positive stoploss: 0.05 offset: 0.055 profit: 0.1218%", caplog)
+    assert log_has("ETH/BTC - Adjusting stoploss...", caplog)
     assert trade.stop_loss == 0.0000117705