Merge branch 'develop' into patch-10

2022-05-17 08:07:13 +05:30 · 2022-05-17 08:07:13 +05:30 · 7cd0f8a7b1
commit 7cd0f8a7b1
parent 64670726a6 528509f809
31 changed files with 352 additions and 127 deletions
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@ -19,7 +19,7 @@ jobs:
    runs-on: ${{ matrix.os }}
    strategy:
      matrix:
-        os: [ ubuntu-18.04, ubuntu-20.04 ]
+        os: [ ubuntu-18.04, ubuntu-20.04, ubuntu-22.04 ]
        python-version: ["3.8", "3.9", "3.10"]

    steps:
@ -70,7 +70,7 @@ jobs:
      if: matrix.python-version == '3.9'

    - name: Coveralls
-      if: (runner.os == 'Linux' && matrix.python-version == '3.8')
+      if: (runner.os == 'Linux' && matrix.python-version == '3.9')
      env:
        # Coveralls token. Not used as secret due to github not providing secrets to forked repositories
        COVERALLS_REPO_TOKEN: 6D1m0xupS3FgutfuGao8keFf9Hc0FpIXu
@ -157,24 +157,9 @@ jobs:
        pip install -e .

    - name: Tests
-      if: (runner.os != 'Linux' || matrix.python-version != '3.8')
      run: |
        pytest --random-order

-    - name: Tests (with cov)
-      if: (runner.os == 'Linux' && matrix.python-version == '3.8')
-      run: |
-        pytest --random-order --cov=freqtrade --cov-config=.coveragerc
-
-    - name: Coveralls
-      if: (runner.os == 'Linux' && 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
-      run: |
-        # Allow failure for coveralls
-        coveralls -v  || true
-
    - name: Backtesting
      run: |
        cp config_examples/config_bittrex.example.json config.json
@ -273,7 +258,7 @@ jobs:
    - name: Set up Python
      uses: actions/setup-python@v3
      with:
-        python-version: 3.9
+        python-version: "3.10"

    - name: pre-commit dependencies
      run: |
@ -292,7 +277,7 @@ jobs:
    - name: Set up Python
      uses: actions/setup-python@v3
      with:
-        python-version: 3.9
+        python-version: "3.10"

    - name: Documentation build
      run: |
@ -358,7 +343,7 @@ jobs:
    - name: Set up Python
      uses: actions/setup-python@v3
      with:
-        python-version: 3.8
+        python-version: "3.9"

    - name: Extract branch name
      shell: bash
--- a/2
+++ b/2
@ -1,4 +1,4 @@
-FROM python:3.9.9-slim-bullseye as base
+FROM python:3.10.4-slim-bullseye as base

 # Setup env
 ENV LANG C.UTF-8
--- a/docker/Dockerfile.armhf
+++ b/docker/Dockerfile.armhf
@ -1,4 +1,4 @@
-FROM python:3.9.9-slim-bullseye as base
+FROM python:3.9.12-slim-bullseye as base

 # Setup env
 ENV LANG C.UTF-8
--- a/docs/includes/pairlists.md
+++ b/docs/includes/pairlists.md
@ -160,17 +160,17 @@ This filter allows freqtrade to ignore pairs until they have been listed for at

 Offsets an incoming pairlist by a given `offset` value.

-As an example it can be used in conjunction with `VolumeFilter` to remove the top X volume pairs. Or to split
-a larger pairlist on two bot instances.
+As an example it can be used in conjunction with `VolumeFilter` to remove the top X volume pairs. Or to split a larger pairlist on two bot instances.

-Example to remove the first 10 pairs from the pairlist:
+Example to remove the first 10 pairs from the pairlist, and takes the next 20 (taking items 10-30 of the initial list):

 ```json
 "pairlists": [
    // ...
    {
        "method": "OffsetFilter",
-        "offset": 10
+        "offset": 10,
+        "number_assets": 20
    }
 ],
 ```
--- a/docs/requirements-docs.txt
+++ b/docs/requirements-docs.txt
@ -1,5 +1,5 @@
 mkdocs==1.3.0
-mkdocs-material==8.2.14
+mkdocs-material==8.2.15
 mdx_truly_sane_lists==1.2
 pymdown-extensions==9.4
 jinja2==3.1.2
--- a/freqtrade/commands/data_commands.py
+++ b/freqtrade/commands/data_commands.py
@ -79,6 +79,12 @@ def start_download_data(args: Dict[str, Any]) -> None:
                data_format_trades=config['dataformat_trades'],
            )
        else:
+            if not exchange._ft_has.get('ohlcv_has_history', True):
+                raise OperationalException(
+                    f"Historic klines not available for {exchange.name}. "
+                    "Please use `--dl-trades` instead for this exchange "
+                    "(will unfortunately take a long time)."
+                    )
            pairs_not_available = refresh_backtest_ohlcv_data(
                exchange, pairs=expanded_pairs, timeframes=config['timeframes'],
                datadir=config['datadir'], timerange=timerange,
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@ -64,6 +64,7 @@ class Exchange:
        "time_in_force_parameter": "timeInForce",
        "ohlcv_params": {},
        "ohlcv_candle_limit": 500,
+        "ohlcv_has_history": True,  # Some exchanges (Kraken) don't provide history via ohlcv
        "ohlcv_partial_candle": True,
        "ohlcv_require_since": False,
        # Check https://github.com/ccxt/ccxt/issues/10767 for removal of ohlcv_volume_currency
@ -308,12 +309,15 @@ class Exchange:
        if self.log_responses:
            logger.info(f"API {endpoint}: {response}")

-    def ohlcv_candle_limit(self, timeframe: str) -> int:
+    def ohlcv_candle_limit(
+            self, timeframe: str, candle_type: CandleType, since_ms: Optional[int] = None) -> int:
        """
        Exchange ohlcv candle limit
        Uses ohlcv_candle_limit_per_timeframe if the exchange has different limits
        per timeframe (e.g. bittrex), otherwise falls back to ohlcv_candle_limit
        :param timeframe: Timeframe to check
+        :param candle_type: Candle-type
+        :param since_ms: Starting timestamp
        :return: Candle limit as integer
        """
        return int(self._ft_has.get('ohlcv_candle_limit_per_timeframe', {}).get(
@ -615,19 +619,28 @@ class Exchange:
        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.
        """
-        candle_limit = self.ohlcv_candle_limit(timeframe)
+
+        candle_limit = self.ohlcv_candle_limit(
+            timeframe, self._config['candle_type_def'],
+            int(date_minus_candles(timeframe, startup_candles).timestamp() * 1000)
+            if timeframe else None)
        # Require one more candle - to account for the still open candle.
        candle_count = startup_candles + 1
        # Allow 5 calls to the exchange per pair
        required_candle_call_count = int(
            (candle_count / candle_limit) + (0 if candle_count % candle_limit == 0 else 1))
+        if self._ft_has['ohlcv_has_history']:

            if required_candle_call_count > 5:
                # Only allow 5 calls per pair to somewhat limit the impact
                raise OperationalException(
-                f"This strategy requires {startup_candles} candles to start, which is more than 5x "
+                    f"This strategy requires {startup_candles} candles to start, "
+                    "which is more than 5x "
+                    f"the amount of candles {self.name} provides for {timeframe}.")
+        elif required_candle_call_count > 1:
+            raise OperationalException(
+                f"This strategy requires {startup_candles} candles to start, which is more than "
                f"the amount of candles {self.name} provides for {timeframe}.")
-
        if required_candle_call_count > 1:
            logger.warning(f"Using {required_candle_call_count} calls to get OHLCV. "
                           f"This can result in slower operations for the bot. Please check "
@ -1444,6 +1457,23 @@ class Exchange:
        except ccxt.BaseError as e:
            raise OperationalException(e) from e

+    def _get_price_side(self, side: str, is_short: bool, conf_strategy: Dict) -> str:
+        price_side = conf_strategy['price_side']
+
+        if price_side in ('same', 'other'):
+            price_map = {
+                ('entry', 'long', 'same'): 'bid',
+                ('entry', 'long', 'other'): 'ask',
+                ('entry', 'short', 'same'): 'ask',
+                ('entry', 'short', 'other'): 'bid',
+                ('exit', 'long', 'same'): 'ask',
+                ('exit', 'long', 'other'): 'bid',
+                ('exit', 'short', 'same'): 'bid',
+                ('exit', 'short', 'other'): 'ask',
+            }
+            price_side = price_map[(side, 'short' if is_short else 'long', price_side)]
+        return price_side
+
    def get_rate(self, pair: str, refresh: bool,
                 side: EntryExit, is_short: bool) -> float:
        """
@ -1470,20 +1500,7 @@ class Exchange:

        conf_strategy = self._config.get(strat_name, {})

-        price_side = conf_strategy['price_side']
-
-        if price_side in ('same', 'other'):
-            price_map = {
-                ('entry', 'long', 'same'): 'bid',
-                ('entry', 'long', 'other'): 'ask',
-                ('entry', 'short', 'same'): 'ask',
-                ('entry', 'short', 'other'): 'bid',
-                ('exit', 'long', 'same'): 'ask',
-                ('exit', 'long', 'other'): 'bid',
-                ('exit', 'short', 'same'): 'bid',
-                ('exit', 'short', 'other'): 'ask',
-            }
-            price_side = price_map[(side, 'short' if is_short else 'long', price_side)]
+        price_side = self._get_price_side(side, is_short, conf_strategy)

        price_side_word = price_side.capitalize()

@ -1703,7 +1720,8 @@ class Exchange:
        :param candle_type: Any of the enum CandleType (must match trading mode!)
        """

-        one_call = timeframe_to_msecs(timeframe) * self.ohlcv_candle_limit(timeframe)
+        one_call = timeframe_to_msecs(timeframe) * self.ohlcv_candle_limit(
+            timeframe, candle_type, since_ms)
        logger.debug(
            "one_call: %s msecs (%s)",
            one_call,
@ -1739,7 +1757,8 @@ class Exchange:
        if (not since_ms
                and (self._ft_has["ohlcv_require_since"] or self.required_candle_call_count > 1)):
            # Multiple calls for one pair - to get more history
-            one_call = timeframe_to_msecs(timeframe) * self.ohlcv_candle_limit(timeframe)
+            one_call = timeframe_to_msecs(timeframe) * self.ohlcv_candle_limit(
+                timeframe, candle_type, since_ms)
            move_to = one_call * self.required_candle_call_count
            now = timeframe_to_next_date(timeframe)
            since_ms = int((now - timedelta(seconds=move_to // 1000)).timestamp() * 1000)
@ -1857,7 +1876,9 @@ class Exchange:
                pair, timeframe, since_ms, s
            )
            params = deepcopy(self._ft_has.get('ohlcv_params', {}))
-            candle_limit = self.ohlcv_candle_limit(timeframe)
+            candle_limit = self.ohlcv_candle_limit(
+                timeframe, candle_type=candle_type, since_ms=since_ms)
+
            if candle_type != CandleType.SPOT:
                params.update({'price': candle_type})
            if candle_type != CandleType.FUNDING_RATE:
@ -2674,9 +2695,10 @@ def timeframe_to_msecs(timeframe: str) -> int:

 def timeframe_to_prev_date(timeframe: str, date: datetime = None) -> datetime:
    """
-    Use Timeframe and determine last possible candle.
+    Use Timeframe and determine the candle start date for this date.
+    Does not round when given a candle start date.
    :param timeframe: timeframe in string format (e.g. "5m")
-    :param date: date to use. Defaults to utcnow()
+    :param date: date to use. Defaults to now(utc)
    :returns: date of previous candle (with utc timezone)
    """
    if not date:
@ -2691,7 +2713,7 @@ def timeframe_to_next_date(timeframe: str, date: datetime = None) -> datetime:
    """
    Use Timeframe and determine next candle.
    :param timeframe: timeframe in string format (e.g. "5m")
-    :param date: date to use. Defaults to utcnow()
+    :param date: date to use. Defaults to now(utc)
    :returns: date of next candle (with utc timezone)
    """
    if not date:
@ -2701,6 +2723,23 @@ def timeframe_to_next_date(timeframe: str, date: datetime = None) -> datetime:
    return datetime.fromtimestamp(new_timestamp, tz=timezone.utc)


+def date_minus_candles(
+        timeframe: str, candle_count: int, date: Optional[datetime] = None) -> datetime:
+    """
+    subtract X candles from a date.
+    :param timeframe: timeframe in string format (e.g. "5m")
+    :param candle_count: Amount of candles to subtract.
+    :param date: date to use. Defaults to now(utc)
+
+    """
+    if not date:
+        date = datetime.now(timezone.utc)
+
+    tf_min = timeframe_to_minutes(timeframe)
+    new_date = timeframe_to_prev_date(timeframe, date) - timedelta(minutes=tf_min * candle_count)
+    return new_date
+
+
 def market_is_active(market: Dict) -> bool:
    """
    Return True if the market is active.
--- a/freqtrade/exchange/kraken.py
+++ b/freqtrade/exchange/kraken.py
@ -23,6 +23,7 @@ class Kraken(Exchange):
    _ft_has: Dict = {
        "stoploss_on_exchange": True,
        "ohlcv_candle_limit": 720,
+        "ohlcv_has_history": False,
        "trades_pagination": "id",
        "trades_pagination_arg": "since",
        "mark_ohlcv_timeframe": "4h",
--- a/freqtrade/exchange/okx.py
+++ b/freqtrade/exchange/okx.py
@ -1,13 +1,15 @@
 import logging
-from typing import Dict, List, Tuple
+from typing import Dict, List, Optional, Tuple

 import ccxt

 from freqtrade.constants import BuySell
 from freqtrade.enums import MarginMode, TradingMode
+from freqtrade.enums.candletype import CandleType
 from freqtrade.exceptions import DDosProtection, OperationalException, TemporaryError
 from freqtrade.exchange import Exchange
 from freqtrade.exchange.common import retrier
+from freqtrade.exchange.exchange import date_minus_candles


 logger = logging.getLogger(__name__)
@ -20,7 +22,7 @@ class Okx(Exchange):
    """

    _ft_has: Dict = {
-        "ohlcv_candle_limit": 100,
+        "ohlcv_candle_limit": 100,  # Warning, special case with data prior to X months
        "mark_ohlcv_timeframe": "4h",
        "funding_fee_timeframe": "8h",
    }
@ -37,6 +39,27 @@ class Okx(Exchange):

    net_only = True

+    def ohlcv_candle_limit(
+            self, timeframe: str, candle_type: CandleType, since_ms: Optional[int] = None) -> int:
+        """
+        Exchange ohlcv candle limit
+        OKX has the following behaviour:
+        * 300 candles for uptodate data
+        * 100 candles for historic data
+        * 100 candles for additional candles (not futures or spot).
+        :param timeframe: Timeframe to check
+        :param candle_type: Candle-type
+        :param since_ms: Starting timestamp
+        :return: Candle limit as integer
+        """
+        if (
+            candle_type in (CandleType.FUTURES, CandleType.SPOT) and
+            (not since_ms or since_ms > (date_minus_candles(timeframe, 300).timestamp() * 1000))
+        ):
+            return 300
+
+        return super().ohlcv_candle_limit(timeframe, candle_type, since_ms)
+
    @retrier
    def additional_exchange_init(self) -> None:
        """
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@ -536,7 +536,8 @@ class FreqtradeBot(LoggingMixin):

        if stake_amount is not None and stake_amount > 0.0:
            # We should increase our position
-            self.execute_entry(trade.pair, stake_amount, trade=trade, is_short=trade.is_short)
+            self.execute_entry(trade.pair, stake_amount, price=current_rate,
+                               trade=trade, is_short=trade.is_short)

        if stake_amount is not None and stake_amount < 0.0:
            # We should decrease our position
@ -586,6 +587,7 @@ class FreqtradeBot(LoggingMixin):
        ordertype: Optional[str] = None,
        enter_tag: Optional[str] = None,
        trade: Optional[Trade] = None,
+        order_adjust: bool = False
    ) -> bool:
        """
        Executes a limit buy for the given pair
@ -601,7 +603,7 @@ class FreqtradeBot(LoggingMixin):
        pos_adjust = trade is not None

        enter_limit_requested, stake_amount, leverage = self.get_valid_enter_price_and_stake(
-            pair, price, stake_amount, trade_side, enter_tag, trade)
+            pair, price, stake_amount, trade_side, enter_tag, trade, order_adjust)

        if not stake_amount:
            return False
@ -746,23 +748,26 @@ class FreqtradeBot(LoggingMixin):
        self, pair: str, price: Optional[float], stake_amount: float,
        trade_side: LongShort,
        entry_tag: Optional[str],
-        trade: Optional[Trade]
+        trade: Optional[Trade],
+        order_adjust: bool,
    ) -> Tuple[float, float, float]:

        if price:
            enter_limit_requested = price
        else:
            # Calculate price
-            proposed_enter_rate = self.exchange.get_rate(
+            enter_limit_requested = self.exchange.get_rate(
                pair, side='entry', is_short=(trade_side == 'short'), refresh=True)
+        if not order_adjust:
+            # Don't call custom_entry_price in order-adjust scenario
            custom_entry_price = strategy_safe_wrapper(self.strategy.custom_entry_price,
-                                                       default_retval=proposed_enter_rate)(
+                                                       default_retval=enter_limit_requested)(
                pair=pair, current_time=datetime.now(timezone.utc),
-                proposed_rate=proposed_enter_rate, entry_tag=entry_tag,
+                proposed_rate=enter_limit_requested, entry_tag=entry_tag,
                side=trade_side,
            )

-            enter_limit_requested = self.get_valid_price(custom_entry_price, proposed_enter_rate)
+            enter_limit_requested = self.get_valid_price(custom_entry_price, enter_limit_requested)

        if not enter_limit_requested:
            raise PricingError('Could not determine entry price.')
@ -1212,7 +1217,8 @@ class FreqtradeBot(LoggingMixin):
                        stake_amount=(order_obj.remaining * order_obj.price),
                        price=adjusted_entry_price,
                        trade=trade,
-                        is_short=trade.is_short
+                        is_short=trade.is_short,
+                        order_adjust=True,
                    )

    def cancel_all_open_orders(self) -> None:
@ -1408,6 +1414,7 @@ class FreqtradeBot(LoggingMixin):
            open_date=trade.open_date_utc,
        )
        exit_type = 'exit'
+        exit_reason = exit_tag or exit_check.exit_reason
        if exit_check.exit_type in (ExitType.STOP_LOSS, ExitType.TRAILING_STOP_LOSS):
            exit_type = 'stoploss'

@ -1425,7 +1432,7 @@ class FreqtradeBot(LoggingMixin):
            pair=trade.pair, trade=trade,
            current_time=datetime.now(timezone.utc),
            proposed_rate=proposed_limit_rate, current_profit=current_profit,
-            exit_tag=exit_check.exit_reason)
+            exit_tag=exit_reason)

        limit = self.get_valid_price(custom_exit_price, proposed_limit_rate)

@ -1442,8 +1449,8 @@ class FreqtradeBot(LoggingMixin):

        if not strategy_safe_wrapper(self.strategy.confirm_trade_exit, default_retval=True)(
                pair=trade.pair, trade=trade, order_type=order_type, amount=amount, rate=limit,
-                time_in_force=time_in_force, exit_reason=exit_check.exit_reason,
-                sell_reason=exit_check.exit_reason,  # sellreason -> compatibility
+                time_in_force=time_in_force, exit_reason=exit_reason,
+                sell_reason=exit_reason,  # sellreason -> compatibility
                current_time=datetime.now(timezone.utc)):
            logger.info(f"User requested abortion of exiting {trade.pair}")
            return False
@ -1472,7 +1479,7 @@ class FreqtradeBot(LoggingMixin):
        trade.open_order_id = order['id']
        trade.exit_order_status = ''
        trade.close_rate_requested = limit
-        trade.exit_reason = exit_tag or exit_check.exit_reason
+        trade.exit_reason = exit_reason

        # Lock pair for one candle to prevent immediate re-trading
        self.strategy.lock_pair(trade.pair, datetime.now(timezone.utc),
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@ -535,6 +535,7 @@ class Backtesting:

        if exit_.exit_flag:
            trade.close_date = exit_candle_time
+            exit_reason = exit_.exit_reason

            trade_dur = int((trade.close_date_utc - trade.open_date_utc).total_seconds() // 60)
            try:
@ -545,6 +546,15 @@ class Backtesting:
            current_profit = trade.calc_profit_ratio(close_rate)
            order_type = self.strategy.order_types['exit']
            if exit_.exit_type in (ExitType.EXIT_SIGNAL, ExitType.CUSTOM_EXIT):
+                # Checks and adds an exit tag, after checking that the length of the
+                # row has the length for an exit tag column
+                if(
+                    len(row) > EXIT_TAG_IDX
+                    and row[EXIT_TAG_IDX] is not None
+                    and len(row[EXIT_TAG_IDX]) > 0
+                    and exit_.exit_type in (ExitType.EXIT_SIGNAL,)
+                ):
+                    exit_reason = row[EXIT_TAG_IDX]
                # Custom exit pricing only for exit-signals
                if order_type == 'limit':
                    close_rate = strategy_safe_wrapper(self.strategy.custom_exit_price,
@ -552,7 +562,7 @@ class Backtesting:
                        pair=trade.pair, trade=trade,
                        current_time=exit_candle_time,
                        proposed_rate=close_rate, current_profit=current_profit,
-                        exit_tag=exit_.exit_reason)
+                        exit_tag=exit_reason)
                    # We can't place orders lower than current low.
                    # freqtrade does not support this in live, and the order would fill immediately
                    if trade.is_short:
@ -566,22 +576,12 @@ class Backtesting:
                    pair=trade.pair, trade=trade, order_type='limit', amount=trade.amount,
                    rate=close_rate,
                    time_in_force=time_in_force,
-                    sell_reason=exit_.exit_reason,  # deprecated
-                    exit_reason=exit_.exit_reason,
+                    sell_reason=exit_reason,  # deprecated
+                    exit_reason=exit_reason,
                    current_time=exit_candle_time):
                return None

-            trade.exit_reason = exit_.exit_reason
-
-            # Checks and adds an exit tag, after checking that the length of the
-            # row has the length for an exit tag column
-            if(
-                len(row) > EXIT_TAG_IDX
-                and row[EXIT_TAG_IDX] is not None
-                and len(row[EXIT_TAG_IDX]) > 0
-                and exit_.exit_type in (ExitType.EXIT_SIGNAL,)
-            ):
-                trade.exit_reason = row[EXIT_TAG_IDX]
+            trade.exit_reason = exit_reason

            self.order_id_counter += 1
            order = Order(
@ -812,11 +812,11 @@ class Backtesting:
                remaining=amount,
                cost=stake_amount + trade.fee_open,
            )
+            trade.orders.append(order)
            if pos_adjust and self._get_order_filled(order.price, row):
                order.close_bt_order(current_time, trade)
            else:
                trade.open_order_id = str(self.order_id_counter)
-            trade.orders.append(order)
            trade.recalc_trade_from_orders()

        return trade
--- a/freqtrade/persistence/trade_model.py
+++ b/freqtrade/persistence/trade_model.py
@ -153,6 +153,7 @@ class Order(_DECL_BASE):
                and len(trade.select_filled_orders(trade.entry_side)) == 1):
            trade.open_rate = self.price
            trade.recalc_open_trade_value()
+            trade.adjust_stop_loss(trade.open_rate, trade.stop_loss_pct, refresh=True)

    @staticmethod
    def update_orders(orders: List['Order'], order: Dict[str, Any]):
@ -491,7 +492,7 @@ class LocalTrade():
        self.stoploss_last_update = datetime.utcnow()

    def adjust_stop_loss(self, current_price: float, stoploss: float,
-                         initial: bool = False) -> None:
+                         initial: bool = False, refresh: bool = False) -> None:
        """
        This adjusts the stop loss to it's most recently observed setting
        :param current_price: Current rate the asset is traded
@ -502,6 +503,7 @@ class LocalTrade():
        if initial and not (self.stop_loss is None or self.stop_loss == 0):
            # Don't modify if called with initial and nothing to do
            return
+        refresh = True if refresh and self.nr_of_successful_entries == 1 else False

        leverage = self.leverage or 1.0
        if self.is_short:
@ -516,8 +518,7 @@ class LocalTrade():
                new_loss = max(self.liquidation_price, new_loss)

        # no stop loss assigned yet
-        if self.initial_stop_loss_pct is None:
-            logger.debug(f"{self.pair} - Assigning new stoploss...")
+        if self.initial_stop_loss_pct is None or refresh:
            self._set_stop_loss(new_loss, stoploss)
            self.initial_stop_loss = new_loss
            self.initial_stop_loss_pct = -1 * abs(stoploss)
@ -656,7 +657,7 @@ class LocalTrade():
    def recalc_open_trade_value(self) -> None:
        """
        Recalculate open_trade_value.
-        Must be called whenever open_rate, fee_open or is_short is changed.
+        Must be called whenever open_rate, fee_open is changed.
        """
        self.open_trade_value = self._calc_open_trade_value()

--- a/freqtrade/plugins/pairlist/AgeFilter.py
+++ b/freqtrade/plugins/pairlist/AgeFilter.py
@ -32,18 +32,19 @@ class AgeFilter(IPairList):
        self._min_days_listed = pairlistconfig.get('min_days_listed', 10)
        self._max_days_listed = pairlistconfig.get('max_days_listed', None)

+        candle_limit = exchange.ohlcv_candle_limit('1d', self._config['candle_type_def'])
        if self._min_days_listed < 1:
            raise OperationalException("AgeFilter requires min_days_listed to be >= 1")
-        if self._min_days_listed > exchange.ohlcv_candle_limit('1d'):
+        if self._min_days_listed > candle_limit:
            raise OperationalException("AgeFilter requires min_days_listed to not exceed "
                                       "exchange max request size "
-                                       f"({exchange.ohlcv_candle_limit('1d')})")
+                                       f"({candle_limit})")
        if self._max_days_listed and self._max_days_listed <= self._min_days_listed:
            raise OperationalException("AgeFilter max_days_listed <= min_days_listed not permitted")
-        if self._max_days_listed and self._max_days_listed > exchange.ohlcv_candle_limit('1d'):
+        if self._max_days_listed and self._max_days_listed > candle_limit:
            raise OperationalException("AgeFilter requires max_days_listed to not exceed "
                                       "exchange max request size "
-                                       f"({exchange.ohlcv_candle_limit('1d')})")
+                                       f"({candle_limit})")

    @property
    def needstickers(self) -> bool:
--- a/freqtrade/plugins/pairlist/OffsetFilter.py
+++ b/freqtrade/plugins/pairlist/OffsetFilter.py
@ -19,6 +19,7 @@ class OffsetFilter(IPairList):
        super().__init__(exchange, pairlistmanager, config, pairlistconfig, pairlist_pos)

        self._offset = pairlistconfig.get('offset', 0)
+        self._number_pairs = pairlistconfig.get('number_assets', 0)

        if self._offset < 0:
            raise OperationalException("OffsetFilter requires offset to be >= 0")
@ -36,7 +37,9 @@ class OffsetFilter(IPairList):
        """
        Short whitelist method description - used for startup-messages
        """
-        return f"{self.name} - Offseting pairs by {self._offset}."
+        if self._number_pairs:
+            return f"{self.name} - Taking {self._number_pairs} Pairs, starting from {self._offset}."
+        return f"{self.name} - Offsetting pairs by {self._offset}."

    def filter_pairlist(self, pairlist: List[str], tickers: Dict) -> List[str]:
        """
@ -50,5 +53,9 @@ class OffsetFilter(IPairList):
            self.log_once(f"Offset of {self._offset} is larger than " +
                          f"pair count of {len(pairlist)}", logger.warning)
        pairs = pairlist[self._offset:]
+        if self._number_pairs:
+            pairs = pairs[:self._number_pairs]
+
        self.log_once(f"Searching {len(pairs)} pairs: {pairs}", logger.info)
+
        return pairs
--- a/freqtrade/plugins/pairlist/VolatilityFilter.py
+++ b/freqtrade/plugins/pairlist/VolatilityFilter.py
@ -38,12 +38,12 @@ class VolatilityFilter(IPairList):

        self._pair_cache: TTLCache = TTLCache(maxsize=1000, ttl=self._refresh_period)

+        candle_limit = exchange.ohlcv_candle_limit('1d', self._config['candle_type_def'])
        if self._days < 1:
            raise OperationalException("VolatilityFilter requires lookback_days to be >= 1")
-        if self._days > exchange.ohlcv_candle_limit('1d'):
+        if self._days > candle_limit:
            raise OperationalException("VolatilityFilter requires lookback_days to not "
-                                       "exceed exchange max request size "
-                                       f"({exchange.ohlcv_candle_limit('1d')})")
+                                       f"exceed exchange max request size ({candle_limit})")

    @property
    def needstickers(self) -> bool:
--- a/freqtrade/plugins/pairlist/VolumePairList.py
+++ b/freqtrade/plugins/pairlist/VolumePairList.py
@ -84,12 +84,13 @@ class VolumePairList(IPairList):
            raise OperationalException(
                f'key {self._sort_key} not in {SORT_VALUES}')

+        candle_limit = exchange.ohlcv_candle_limit(
+            self._lookback_timeframe, self._config['candle_type_def'])
        if self._lookback_period < 0:
            raise OperationalException("VolumeFilter requires lookback_period to be >= 0")
-        if self._lookback_period > exchange.ohlcv_candle_limit(self._lookback_timeframe):
+        if self._lookback_period > candle_limit:
            raise OperationalException("VolumeFilter requires lookback_period to not "
-                                       "exceed exchange max request size "
-                                       f"({exchange.ohlcv_candle_limit(self._lookback_timeframe)})")
+                                       f"exceed exchange max request size ({candle_limit})")

    @property
    def needstickers(self) -> bool:
--- a/freqtrade/plugins/pairlist/rangestabilityfilter.py
+++ b/freqtrade/plugins/pairlist/rangestabilityfilter.py
@ -33,12 +33,12 @@ class RangeStabilityFilter(IPairList):

        self._pair_cache: TTLCache = TTLCache(maxsize=1000, ttl=self._refresh_period)

+        candle_limit = exchange.ohlcv_candle_limit('1d', self._config['candle_type_def'])
        if self._days < 1:
            raise OperationalException("RangeStabilityFilter requires lookback_days to be >= 1")
-        if self._days > exchange.ohlcv_candle_limit('1d'):
+        if self._days > candle_limit:
            raise OperationalException("RangeStabilityFilter requires lookback_days to not "
-                                       "exceed exchange max request size "
-                                       f"({exchange.ohlcv_candle_limit('1d')})")
+                                       f"exceed exchange max request size ({candle_limit})")

    @property
    def needstickers(self) -> bool:
--- a/freqtrade/rpc/telegram.py
+++ b/freqtrade/rpc/telegram.py
@ -1410,14 +1410,14 @@ class Telegram(RPCHandler):
                                 "Optionally takes a rate at which to sell "
                                 "(only applies to limit orders).` \n")
        message = (
-            "_BotControl_\n"
+            "_Bot Control_\n"
            "------------\n"
            "*/start:* `Starts the trader`\n"
            "*/stop:* Stops the trader\n"
            "*/stopbuy:* `Stops buying, but handles open trades gracefully` \n"
            "*/forceexit <trade_id>|all:* `Instantly exits the given trade or all trades, "
            "regardless of profit`\n"
-            "*/fe <trade_id>|all:* `Alias to /forceexit`"
+            "*/fe <trade_id>|all:* `Alias to /forceexit`\n"
            f"{force_enter_text if self._config.get('force_entry_enable', False) else ''}"
            "*/delete <trade_id>:* `Instantly delete the given trade in the database`\n"
            "*/whitelist:* `Show current whitelist` \n"
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@ -6,7 +6,7 @@

 coveralls==3.3.1
 flake8==4.0.1
-flake8-tidy-imports==4.7.0
+flake8-tidy-imports==4.8.0
 mypy==0.950
 pre-commit==2.19.0
 pytest==7.1.2
@ -16,7 +16,7 @@ pytest-mock==3.7.0
 pytest-random-order==1.0.4
 isort==5.10.1
 # For datetime mocking
-time-machine==2.6.0
+time-machine==2.7.0

 # Convert jupyter notebooks to markdown documents
 nbconvert==6.5.0
--- a/requirements-hyperopt.txt
+++ b/requirements-hyperopt.txt
@ -3,7 +3,7 @@

 # Required for hyperopt
 scipy==1.8.0
-scikit-learn==1.0.2
+scikit-learn==1.1.0
 scikit-optimize==0.9.0
-filelock==3.6.0
+filelock==3.7.0
 progressbar2==4.0.0
--- a/requirements-plot.txt
+++ b/requirements-plot.txt
@ -1,4 +1,4 @@
 # Include all requirements to run the bot.
 -r requirements.txt

-plotly==5.7.0
+plotly==5.8.0
--- a/requirements.txt
+++ b/requirements.txt
@ -2,7 +2,7 @@ numpy==1.22.3
 pandas==1.4.2
 pandas-ta==0.3.14b

-ccxt==1.81.81
+ccxt==1.82.61
 # Pin cryptography for now due to rust build errors with piwheels
 cryptography==37.0.2
 aiohttp==3.8.1
@ -34,9 +34,9 @@ orjson==3.6.8
 sdnotify==0.3.2

 # API Server
-fastapi==0.76.0
+fastapi==0.78.0
 uvicorn==0.17.6
-pyjwt==2.3.0
+pyjwt==2.4.0
 aiofiles==0.8.0
 psutil==5.9.0

--- a/setup.cfg
+++ b/setup.cfg
@ -32,7 +32,7 @@ tests_require =
    pytest-mock

 packages = find:
-python_requires = >=3.6
+python_requires = >=3.8

 [options.entry_points]
 console_scripts =
--- a/setup.sh
+++ b/setup.sh
@ -25,7 +25,7 @@ function check_installed_python() {
        exit 2
    fi

-    for v in 9 10 8
+    for v in 10 9 8
    do
        PYTHON="python3.${v}"
        which $PYTHON
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@ -835,6 +835,23 @@ def test_download_data_trades(mocker, caplog):
        start_download_data(pargs)


+def test_download_data_data_invalid(mocker):
+    patch_exchange(mocker, id="kraken")
+    mocker.patch(
+        'freqtrade.exchange.Exchange.markets', PropertyMock(return_value={})
+    )
+    args = [
+        "download-data",
+        "--exchange", "kraken",
+        "--pairs", "ETH/BTC", "XRP/BTC",
+        "--days", "20",
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    with pytest.raises(OperationalException, match=r"Historic klines not available for .*"):
+        start_download_data(pargs)
+
+
 def test_start_convert_trades(mocker, caplog):
    convert_mock = mocker.patch('freqtrade.commands.data_commands.convert_trades_to_ohlcv',
                                MagicMock(return_value=[]))
--- a/tests/exchange/test_ccxt_compat.py
+++ b/tests/exchange/test_ccxt_compat.py
@ -13,6 +13,7 @@ import pytest

 from freqtrade.enums import CandleType
 from freqtrade.exchange import timeframe_to_minutes, timeframe_to_prev_date
+from freqtrade.exchange.exchange import timeframe_to_msecs
 from freqtrade.resolvers.exchange_resolver import ExchangeResolver
 from tests.conftest import get_default_conf_usdt

@ -219,7 +220,7 @@ class TestCCXTExchange():
                    assert len(l2['asks']) == next_limit
                    assert len(l2['asks']) == next_limit

-    def test_fetch_ohlcv(self, exchange):
+    def test_ccxt_fetch_ohlcv(self, exchange):
        exchange, exchangename = exchange
        pair = EXCHANGES[exchangename]['pair']
        timeframe = EXCHANGES[exchangename]['timeframe']
@ -231,11 +232,44 @@ class TestCCXTExchange():
        assert len(ohlcv[pair_tf]) == len(exchange.klines(pair_tf))
        # assert len(exchange.klines(pair_tf)) > 200
        # Assume 90% uptime ...
-        assert len(exchange.klines(pair_tf)) > exchange.ohlcv_candle_limit(timeframe) * 0.90
+        assert len(exchange.klines(pair_tf)) > exchange.ohlcv_candle_limit(
+            timeframe, CandleType.SPOT) * 0.90
        # Check if last-timeframe is within the last 2 intervals
        now = datetime.now(timezone.utc) - timedelta(minutes=(timeframe_to_minutes(timeframe) * 2))
        assert exchange.klines(pair_tf).iloc[-1]['date'] >= timeframe_to_prev_date(timeframe, now)

+    def test_ccxt__async_get_candle_history(self, exchange):
+        exchange, exchangename = exchange
+        # For some weired reason, this test returns random lengths for bittrex.
+        if not exchange._ft_has['ohlcv_has_history'] or exchangename == 'bittrex':
+            return
+        pair = EXCHANGES[exchangename]['pair']
+        timeframe = EXCHANGES[exchangename]['timeframe']
+        candle_type = CandleType.SPOT
+        timeframe_ms = timeframe_to_msecs(timeframe)
+        now = timeframe_to_prev_date(
+                timeframe, datetime.now(timezone.utc))
+        for offset in (360, 120, 30, 10, 5, 2):
+            since = now - timedelta(days=offset)
+            since_ms = int(since.timestamp() * 1000)
+
+            res = exchange.loop.run_until_complete(exchange._async_get_candle_history(
+                pair=pair,
+                timeframe=timeframe,
+                since_ms=since_ms,
+                candle_type=candle_type
+            )
+            )
+            assert res
+            assert res[0] == pair
+            assert res[1] == timeframe
+            assert res[2] == candle_type
+            candles = res[3]
+            candle_count = exchange.ohlcv_candle_limit(timeframe, candle_type, since_ms) * 0.9
+            candle_count1 = (now.timestamp() * 1000 - since_ms) // timeframe_ms
+            assert len(candles) >= min(candle_count, candle_count1)
+            assert candles[0][0] == since_ms or (since_ms + timeframe_ms)
+
    def test_ccxt_fetch_funding_rate_history(self, exchange_futures):
        exchange, exchangename = exchange_futures
        if not exchange:
--- a/tests/exchange/test_exchange.py
+++ b/tests/exchange/test_exchange.py
@ -17,9 +17,9 @@ from freqtrade.exceptions import (DDosProtection, DependencyException, InvalidOr
 from freqtrade.exchange import Binance, Bittrex, Exchange, Kraken
 from freqtrade.exchange.common import (API_FETCH_ORDER_RETRY_COUNT, API_RETRY_COUNT,
                                       calculate_backoff, remove_credentials)
-from freqtrade.exchange.exchange import (market_is_active, timeframe_to_minutes, timeframe_to_msecs,
-                                         timeframe_to_next_date, timeframe_to_prev_date,
-                                         timeframe_to_seconds)
+from freqtrade.exchange.exchange import (date_minus_candles, market_is_active, timeframe_to_minutes,
+                                         timeframe_to_msecs, timeframe_to_next_date,
+                                         timeframe_to_prev_date, timeframe_to_seconds)
 from freqtrade.resolvers.exchange_resolver import ExchangeResolver
 from tests.conftest import get_mock_coro, get_patched_exchange, log_has, log_has_re, num_log_has_re

@ -939,6 +939,7 @@ def test_validate_timeframes_emulated_ohlcvi_2(default_conf, mocker):


 def test_validate_timeframes_not_in_config(default_conf, mocker):
+    # TODO: this test does not assert ...
    del default_conf["timeframe"]
    api_mock = MagicMock()
    id_mock = PropertyMock(return_value='test_exchange')
@ -954,6 +955,7 @@ def test_validate_timeframes_not_in_config(default_conf, mocker):
    mocker.patch('freqtrade.exchange.Exchange.validate_pairs')
    mocker.patch('freqtrade.exchange.Exchange.validate_stakecurrency')
    mocker.patch('freqtrade.exchange.Exchange.validate_pricing')
+    mocker.patch('freqtrade.exchange.Exchange.validate_required_startup_candles')
    Exchange(default_conf)


@ -1084,6 +1086,13 @@ def test_validate_required_startup_candles(default_conf, mocker, caplog):
    with pytest.raises(OperationalException, match=r'This strategy requires 6000.*'):
        Exchange(default_conf)

+    # Emulate kraken mode
+    ex._ft_has['ohlcv_has_history'] = False
+    with pytest.raises(OperationalException,
+                       match=r'This strategy requires 2500.*, '
+                             r'which is more than the amount.*'):
+        ex.validate_required_startup_candles(2500, '5m')
+

 def test_exchange_has(default_conf, mocker):
    exchange = get_patched_exchange(mocker, default_conf)
@ -1875,7 +1884,7 @@ def test_get_historic_ohlcv(default_conf, mocker, caplog, exchange_name, candle_
    exchange._async_get_candle_history = Mock(wraps=mock_candle_hist)
    # one_call calculation * 1.8 should do 2 calls

-    since = 5 * 60 * exchange.ohlcv_candle_limit('5m') * 1.8
+    since = 5 * 60 * exchange.ohlcv_candle_limit('5m', CandleType.SPOT) * 1.8
    ret = exchange.get_historic_ohlcv(
        pair,
        "5m",
@ -1941,7 +1950,7 @@ def test_get_historic_ohlcv_as_df(default_conf, mocker, exchange_name, candle_ty
    exchange._async_get_candle_history = Mock(wraps=mock_candle_hist)
    # one_call calculation * 1.8 should do 2 calls

-    since = 5 * 60 * exchange.ohlcv_candle_limit('5m') * 1.8
+    since = 5 * 60 * exchange.ohlcv_candle_limit('5m', CandleType.SPOT) * 1.8
    ret = exchange.get_historic_ohlcv_as_df(
        pair,
        "5m",
@ -1995,7 +2004,7 @@ async def test__async_get_historic_ohlcv(default_conf, mocker, caplog, exchange_
        )
    # Required candles
    candles = (end_ts - start_ts) / 300_000
-    exp = candles // exchange.ohlcv_candle_limit('5m') + 1
+    exp = candles // exchange.ohlcv_candle_limit('5m', CandleType.SPOT) + 1

    # Depending on the exchange, this should be called between 1 and 6 times.
    assert exchange._api_async.fetch_ohlcv.call_count == exp
@ -3342,7 +3351,7 @@ def test_ohlcv_candle_limit(default_conf, mocker, exchange_name):
            expected = exchange._ft_has['ohlcv_candle_limit_per_timeframe'][timeframe]
            # This should only run for bittrex
            assert exchange_name == 'bittrex'
-        assert exchange.ohlcv_candle_limit(timeframe) == expected
+        assert exchange.ohlcv_candle_limit(timeframe, CandleType.SPOT) == expected


 def test_timeframe_to_minutes():
@ -3424,6 +3433,17 @@ def test_timeframe_to_next_date():
    assert timeframe_to_next_date("5m", date) == date + timedelta(minutes=5)


+def test_date_minus_candles():
+
+    date = datetime(2019, 8, 12, 13, 25, 0, tzinfo=timezone.utc)
+
+    assert date_minus_candles("5m", 3, date) == date - timedelta(minutes=15)
+    assert date_minus_candles("5m", 5, date) == date - timedelta(minutes=25)
+    assert date_minus_candles("1m", 6, date) == date - timedelta(minutes=6)
+    assert date_minus_candles("1h", 3, date) == date - timedelta(hours=3, minutes=25)
+    assert date_minus_candles("1h", 3) == timeframe_to_prev_date('1h') - timedelta(hours=3)
+
+
@pytest.mark.parametrize(
    "market_symbol,base,quote,exchange,spot,margin,futures,trademode,add_dict,expected_result",
    [
--- a/tests/exchange/test_okx.py
+++ b/tests/exchange/test_okx.py
@ -1,12 +1,42 @@
+from datetime import datetime, timedelta, timezone
 from unittest.mock import MagicMock, PropertyMock

 import pytest

 from freqtrade.enums import MarginMode, TradingMode
+from freqtrade.enums.candletype import CandleType
+from freqtrade.exchange.exchange import timeframe_to_minutes
 from tests.conftest import get_patched_exchange
 from tests.exchange.test_exchange import ccxt_exceptionhandlers


+def test_okx_ohlcv_candle_limit(default_conf, mocker):
+    exchange = get_patched_exchange(mocker, default_conf, id='okx')
+    timeframes = ('1m', '5m', '1h')
+    start_time = int(datetime(2021, 1, 1, tzinfo=timezone.utc).timestamp() * 1000)
+
+    for timeframe in timeframes:
+        assert exchange.ohlcv_candle_limit(timeframe, CandleType.SPOT) == 300
+        assert exchange.ohlcv_candle_limit(timeframe, CandleType.FUTURES) == 300
+        assert exchange.ohlcv_candle_limit(timeframe, CandleType.MARK) == 100
+        assert exchange.ohlcv_candle_limit(timeframe, CandleType.FUNDING_RATE) == 100
+
+        assert exchange.ohlcv_candle_limit(timeframe, CandleType.SPOT, start_time) == 100
+        assert exchange.ohlcv_candle_limit(timeframe, CandleType.FUTURES, start_time) == 100
+        assert exchange.ohlcv_candle_limit(timeframe, CandleType.MARK, start_time) == 100
+        assert exchange.ohlcv_candle_limit(timeframe, CandleType.FUNDING_RATE, start_time) == 100
+        one_call = int((datetime.now(timezone.utc) - timedelta(
+            minutes=290 * timeframe_to_minutes(timeframe))).timestamp() * 1000)
+
+        assert exchange.ohlcv_candle_limit(timeframe, CandleType.SPOT, one_call) == 300
+        assert exchange.ohlcv_candle_limit(timeframe, CandleType.FUTURES, one_call) == 300
+
+        one_call = int((datetime.now(timezone.utc) - timedelta(
+            minutes=320 * timeframe_to_minutes(timeframe))).timestamp() * 1000)
+        assert exchange.ohlcv_candle_limit(timeframe, CandleType.SPOT, one_call) == 100
+        assert exchange.ohlcv_candle_limit(timeframe, CandleType.FUTURES, one_call) == 100
+
+
 def test_get_maintenance_ratio_and_amt_okx(
    default_conf,
    mocker,
--- a/tests/optimize/test_backtest_detail.py
+++ b/tests/optimize/test_backtest_detail.py
@ -522,7 +522,7 @@ tc32 = BTContainer(data=[
    trailing_stop_positive=0.03,
    trades=[
        BTrade(exit_reason=ExitType.TRAILING_STOP_LOSS, open_tick=1, close_tick=3, is_short=True)
-    ]
+]
 )

 # Test 33: trailing_stop should be triggered by low of next candle, without adjusting stoploss using
@ -662,7 +662,7 @@ tc41 = BTContainer(data=[
    custom_entry_price=4000,
    trades=[
        BTrade(exit_reason=ExitType.STOP_LOSS, open_tick=1, close_tick=1, is_short=True)
-    ]
+]
 )

 # Test 42: Custom-entry-price around candle low
@ -762,7 +762,7 @@ tc48 = BTContainer(data=[
    [2, 4900, 5250, 4500, 5100, 6172, 0, 0],  # Order readjust
    [3, 5100, 5100, 4650, 4750, 6172, 0, 1],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0]],
-    stop_loss=-0.01, roi={"0": 0.10}, profit_perc=-0.087,
+    stop_loss=-0.2, roi={"0": 0.10}, profit_perc=-0.087,
    use_exit_signal=True, timeout=1000,
    custom_entry_price=4200, adjust_entry_price=5200,
    trades=[BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=1, close_tick=4, is_short=False)]
@ -777,7 +777,7 @@ tc49 = BTContainer(data=[
    [2, 4900, 5250, 4900, 5100, 6172, 0, 0, 0, 0],  # Order readjust
    [3, 5100, 5100, 4650, 4750, 6172, 0, 0, 0, 1],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0, 0, 0]],
-    stop_loss=-0.01, roi={"0": 0.10}, profit_perc=0.05,
+    stop_loss=-0.2, roi={"0": 0.10}, profit_perc=0.05,
    use_exit_signal=True, timeout=1000,
    custom_entry_price=5300, adjust_entry_price=5000,
    trades=[BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=1, close_tick=4, is_short=True)]
@ -811,6 +811,35 @@ tc51 = BTContainer(data=[
    trades=[]
 )

+# Test 52: Custom-entry-price below all candles - readjust order - stoploss
+tc52 = BTContainer(data=[
+    # D   O     H     L     C    V    EL XL ES Xs  BT
+    [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
+    [1, 5000, 5500, 4951, 5000, 6172, 0, 0],  # enter trade (signal on last candle)
+    [2, 4900, 5250, 4500, 5100, 6172, 0, 0],  # Order readjust
+    [3, 5100, 5100, 4650, 4750, 6172, 0, 0],  # stoploss hit?
+    [4, 4750, 4950, 4350, 4750, 6172, 0, 0]],
+    stop_loss=-0.03, roi={"0": 0.10}, profit_perc=-0.03,
+    use_exit_signal=True, timeout=1000,
+    custom_entry_price=4200, adjust_entry_price=5200,
+    trades=[BTrade(exit_reason=ExitType.STOP_LOSS, open_tick=1, close_tick=2, is_short=False)]
+)
+
+
+# Test 53: Custom-entry-price short above all candles - readjust order - stoploss
+tc53 = BTContainer(data=[
+    # D   O     H     L     C    V    EL XL ES Xs  BT
+    [0, 5000, 5050, 4950, 5000, 6172, 0, 0, 1, 0],
+    [1, 5000, 5200, 4951, 5000, 6172, 0, 0, 0, 0],  # enter trade (signal on last candle)
+    [2, 4900, 5250, 4900, 5100, 6172, 0, 0, 0, 0],  # Order readjust
+    [3, 5100, 5100, 4650, 4750, 6172, 0, 0, 0, 1],  # stoploss hit?
+    [4, 4750, 4950, 4350, 4750, 6172, 0, 0, 0, 0]],
+    stop_loss=-0.03, roi={"0": 0.10}, profit_perc=-0.03,
+    use_exit_signal=True, timeout=1000,
+    custom_entry_price=5300, adjust_entry_price=5000,
+    trades=[BTrade(exit_reason=ExitType.STOP_LOSS, open_tick=1, close_tick=2, is_short=True)]
+)
+
 TESTS = [
    tc0,
    tc1,
@ -864,6 +893,8 @@ TESTS = [
    tc49,
    tc50,
    tc51,
+    tc52,
+    tc53,
 ]


@ -933,3 +964,5 @@ def test_backtest_results(default_conf, fee, mocker, caplog, data: BTContainer)
        assert res.open_date == _get_frame_time_from_offset(trade.open_tick)
        assert res.close_date == _get_frame_time_from_offset(trade.close_tick)
        assert res.is_short == trade.is_short
+    backtesting.cleanup()
+    del backtesting
--- a/tests/plugins/test_pairlist.py
+++ b/tests/plugins/test_pairlist.py
@ -470,12 +470,16 @@ def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf):
     "BTC", ['ETH/BTC', 'TKN/BTC']),
    # VolumePairList with no offset = unchanged pairlist
    ([{"method": "VolumePairList", "number_assets": 20, "sort_key": "quoteVolume"},
-      {"method": "OffsetFilter", "offset": 0}],
+      {"method": "OffsetFilter", "offset": 0, "number_assets": 0}],
     "USDT", ['ETH/USDT', 'NANO/USDT', 'ADAHALF/USDT', 'ADADOUBLE/USDT']),
    # VolumePairList with offset = 2
    ([{"method": "VolumePairList", "number_assets": 20, "sort_key": "quoteVolume"},
      {"method": "OffsetFilter", "offset": 2}],
     "USDT", ['ADAHALF/USDT', 'ADADOUBLE/USDT']),
+    # VolumePairList with offset and limit
+    ([{"method": "VolumePairList", "number_assets": 20, "sort_key": "quoteVolume"},
+      {"method": "OffsetFilter", "offset": 1, "number_assets": 2}],
+     "USDT", ['NANO/USDT', 'ADAHALF/USDT']),
    # VolumePairList with higher offset, than total pairlist
    ([{"method": "VolumePairList", "number_assets": 20, "sort_key": "quoteVolume"},
      {"method": "OffsetFilter", "offset": 100}],
@ -1152,6 +1156,10 @@ def test_spreadfilter_invalid_data(mocker, default_conf, markets, tickers, caplo
     "0.01 and above 0.99 over the last days.'}]",
        None
     ),
+    ({"method": "OffsetFilter", "offset": 5, "number_assets": 10},
+     "[{'OffsetFilter': 'OffsetFilter - Taking 10 Pairs, starting from 5.'}]",
+     None
+     ),
 ])
 def test_pricefilter_desc(mocker, whitelist_conf, markets, pairlistconfig,
                          desc_expected, exception_expected):
--- a/tests/test_integration.py
+++ b/tests/test_integration.py
@ -372,11 +372,15 @@ def test_dca_order_adjust(default_conf_usdt, ticker_usdt, fee, mocker) -> None:
    freqtrade.enter_positions()

    assert len(Trade.get_trades().all()) == 1
-    trade = Trade.get_trades().first()
+    trade: Trade = Trade.get_trades().first()
    assert len(trade.orders) == 1
    assert trade.open_order_id is not None
    assert pytest.approx(trade.stake_amount) == 60
    assert trade.open_rate == 1.96
+    assert trade.stop_loss_pct is None
+    assert trade.stop_loss == 0.0
+    assert trade.initial_stop_loss == 0.0
+    assert trade.initial_stop_loss_pct is None
    # No adjustment
    freqtrade.process()
    trade = Trade.get_trades().first()
@ -392,6 +396,10 @@ def test_dca_order_adjust(default_conf_usdt, ticker_usdt, fee, mocker) -> None:
    assert trade.open_order_id is not None
    # Open rate is not adjusted yet
    assert trade.open_rate == 1.96
+    assert trade.stop_loss_pct is None
+    assert trade.stop_loss == 0.0
+    assert trade.initial_stop_loss == 0.0
+    assert trade.initial_stop_loss_pct is None

    # Fill order
    mocker.patch('freqtrade.exchange.Exchange._is_dry_limit_order_filled', return_value=True)
@ -401,6 +409,10 @@ def test_dca_order_adjust(default_conf_usdt, ticker_usdt, fee, mocker) -> None:
    assert trade.open_order_id is None
    # Open rate is not adjusted yet
    assert trade.open_rate == 1.99
+    assert trade.stop_loss_pct == -0.1
+    assert trade.stop_loss == 1.99 * 0.9
+    assert trade.initial_stop_loss == 1.99 * 0.9
+    assert trade.initial_stop_loss_pct == -0.1

    # 2nd order - not filling
    freqtrade.strategy.adjust_trade_position = MagicMock(return_value=120)