Merge branch 'develop' into feat/short

2021-11-06 15:24:52 +01:00
parent c094ac5762 d99eaccb5a
commit ebc38159b8
57 changed files with 1202 additions and 197 deletions
--- a/tests/commands/test_commands.py
+++ b/tests/commands/test_commands.py
@@ -8,12 +8,12 @@ from zipfile import ZipFile
 import arrow
 import pytest

-from freqtrade.commands import (start_convert_data, start_convert_trades, start_create_userdir,
-                                start_download_data, start_hyperopt_list, start_hyperopt_show,
-                                start_install_ui, start_list_data, start_list_exchanges,
-                                start_list_markets, start_list_strategies, start_list_timeframes,
-                                start_new_strategy, start_show_trades, start_test_pairlist,
-                                start_trading, start_webserver)
+from freqtrade.commands import (start_backtesting_show, start_convert_data, start_convert_trades,
+                                start_create_userdir, start_download_data, start_hyperopt_list,
+                                start_hyperopt_show, start_install_ui, start_list_data,
+                                start_list_exchanges, start_list_markets, start_list_strategies,
+                                start_list_timeframes, start_new_strategy, start_show_trades,
+                                start_test_pairlist, start_trading, start_webserver)
 from freqtrade.commands.deploy_commands import (clean_ui_subdir, download_and_install_ui,
                                                get_ui_download_url, read_ui_version)
 from freqtrade.configuration import setup_utils_configuration
@@ -1390,3 +1390,19 @@ def test_show_trades(mocker, fee, capsys, caplog):

    with pytest.raises(OperationalException, match=r"--db-url is required for this command."):
        start_show_trades(pargs)
+
+
+def test_backtesting_show(mocker, testdatadir, capsys):
+    sbr = mocker.patch('freqtrade.optimize.optimize_reports.show_backtest_results')
+    args = [
+        "backtesting-show",
+        "--export-filename",
+        f"{testdatadir / 'backtest-result_new.json'}",
+        "--show-pair-list"
+    ]
+    pargs = get_args(args)
+    pargs['config'] = None
+    start_backtesting_show(pargs)
+    assert sbr.call_count == 1
+    out, err = capsys.readouterr()
+    assert "Pairs for Strategy" in out
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -215,7 +215,8 @@ def patch_get_signal(
    exit_long=False,
    enter_short=False,
    exit_short=False,
-    enter_tag: Optional[str] = None
+    enter_tag: Optional[str] = None,
+    exit_tag: Optional[str] = None,
 ) -> None:
    """
    :param mocker: mocker to patch IStrategy class
@@ -237,9 +238,9 @@ def patch_get_signal(

    def patched_get_exit_signal(pair, timeframe, dataframe, is_short):
        if is_short:
-            return enter_short, exit_short
+            return enter_short, exit_short, exit_tag
        else:
-            return enter_long, exit_long
+            return enter_long, exit_long, exit_tag

    # returns (enter, exit)
    freqtrade.strategy.get_exit_signal = patched_get_exit_signal
@@ -247,7 +248,7 @@ def patch_get_signal(
    freqtrade.exchange.refresh_latest_ohlcv = lambda p: None


-def create_mock_trades(fee, is_short: bool, use_db: bool = True):
+def create_mock_trades(fee, is_short: bool = False, use_db: bool = True):
    """
    Create some fake trades ...
    """
--- a/tests/conftest_trades.py
+++ b/tests/conftest_trades.py
@@ -102,6 +102,7 @@ def mock_trade_2(fee, is_short: bool):
        open_order_id=f'dry_run_sell_{direc(is_short)}_12345',
        strategy='StrategyTestV3',
        timeframe=5,
+        buy_tag='TEST1',
        sell_reason='sell_signal',
        open_date=datetime.now(tz=timezone.utc) - timedelta(minutes=20),
        close_date=datetime.now(tz=timezone.utc) - timedelta(minutes=2),
@@ -257,6 +258,7 @@ def mock_trade_5(fee, is_short: bool):
        open_rate=0.123,
        exchange='binance',
        strategy='SampleStrategy',
+        buy_tag='TEST1',
        stoploss_order_id=f'prod_stoploss_{direc(is_short)}_3455',
        timeframe=5,
        is_short=is_short
@@ -312,6 +314,7 @@ def mock_trade_6(fee, is_short: bool):
        open_rate=0.15,
        exchange='binance',
        strategy='SampleStrategy',
+        buy_tag='TEST2',
        open_order_id=f"prod_sell_{direc(is_short)}_6",
        timeframe=5,
    )
--- a/tests/exchange/test_ccxt_compat.py
+++ b/tests/exchange/test_ccxt_compat.py
@@ -47,6 +47,11 @@ EXCHANGES = {
        'hasQuoteVolume': True,
        'timeframe': '5m',
    },
+    'okex': {
+        'pair': 'BTC/USDT',
+        'hasQuoteVolume': True,
+        'timeframe': '5m',
+    },
 }


--- a/tests/optimize/init.py
+++ b/tests/optimize/init.py
@@ -58,4 +58,12 @@ def _build_backtest_dataframe(data):
        frame[column] = frame[column].astype('float64')
    if 'enter_tag' not in columns:
        frame['enter_tag'] = None
+    if 'exit_tag' not in columns:
+        frame['exit_tag'] = None
+
+    # Ensure all candles make kindof sense
+    assert all(frame['low'] <= frame['close'])
+    assert all(frame['low'] <= frame['open'])
+    assert all(frame['high'] >= frame['close'])
+    assert all(frame['high'] >= frame['open'])
    return frame
--- a/tests/optimize/test_backtest_detail.py
+++ b/tests/optimize/test_backtest_detail.py
@@ -17,10 +17,10 @@ tc0 = BTContainer(data=[
    # D  O     H     L     C     V    B  S
    [0, 5000, 5025, 4975, 4987, 6172, 1, 0],
    [1, 5000, 5025, 4975, 4987, 6172, 0, 0],  # enter trade (signal on last candle)
-    [2, 4987, 5012, 4986, 4600, 6172, 0, 0],  # exit with stoploss hit
-    [3, 5010, 5000, 4980, 5010, 6172, 0, 1],
-    [4, 5010, 4987, 4977, 4995, 6172, 0, 0],
-    [5, 4995, 4995, 4995, 4950, 6172, 0, 0]],
+    [2, 4987, 5012, 4986, 4986, 6172, 0, 0],  # exit with stoploss hit
+    [3, 5010, 5010, 4980, 5010, 6172, 0, 1],
+    [4, 5010, 5011, 4977, 4995, 6172, 0, 0],
+    [5, 4995, 4995, 4950, 4950, 6172, 0, 0]],
    stop_loss=-0.01, roi={"0": 1}, profit_perc=0.002, use_sell_signal=True,
    trades=[BTrade(sell_reason=SellType.SELL_SIGNAL, open_tick=1, close_tick=4)]
 )
@@ -32,9 +32,9 @@ tc1 = BTContainer(data=[
    [0, 5000, 5025, 4975, 4987, 6172, 1, 0],
    [1, 5000, 5025, 4975, 4987, 6172, 0, 0],  # enter trade (signal on last candle)
    [2, 4987, 5012, 4600, 4600, 6172, 0, 0],  # exit with stoploss hit
-    [3, 4975, 5000, 4980, 4977, 6172, 0, 0],
-    [4, 4977, 4987, 4977, 4995, 6172, 0, 0],
-    [5, 4995, 4995, 4995, 4950, 6172, 0, 0]],
+    [3, 4975, 5000, 4975, 4977, 6172, 0, 0],
+    [4, 4977, 4995, 4977, 4995, 6172, 0, 0],
+    [5, 4995, 4995, 4950, 4950, 6172, 0, 0]],
    stop_loss=-0.01, roi={"0": 1}, profit_perc=-0.01,
    trades=[BTrade(sell_reason=SellType.STOP_LOSS, open_tick=1, close_tick=2)]
 )
@@ -69,7 +69,7 @@ tc3 = BTContainer(data=[
    [3, 4975, 5000, 4950, 4962, 6172, 1, 0],
    [4, 4975, 5000, 4950, 4962, 6172, 0, 0],  # enter trade 2 (signal on last candle)
    [5, 4962, 4987, 4000, 4000, 6172, 0, 0],  # exit with stoploss hit
-    [6, 4950, 4975, 4975, 4950, 6172, 0, 0]],
+    [6, 4950, 4975, 4950, 4950, 6172, 0, 0]],
    stop_loss=-0.02, roi={"0": 1}, profit_perc=-0.04,
    trades=[BTrade(sell_reason=SellType.STOP_LOSS, open_tick=1, close_tick=2),
            BTrade(sell_reason=SellType.STOP_LOSS, open_tick=4, close_tick=5)]
@@ -99,7 +99,7 @@ tc5 = BTContainer(data=[
    [1, 5000, 5025, 4980, 4987, 6172, 0, 0],  # enter trade (signal on last candle)
    [2, 4987, 5025, 4975, 4987, 6172, 0, 0],
    [3, 4975, 6000, 4975, 6000, 6172, 0, 0],  # ROI
-    [4, 4962, 4987, 4972, 4950, 6172, 0, 0],
+    [4, 4962, 4987, 4962, 4972, 6172, 0, 0],
    [5, 4950, 4975, 4925, 4950, 6172, 0, 0]],
    stop_loss=-0.01, roi={"0": 0.03}, profit_perc=0.03,
    trades=[BTrade(sell_reason=SellType.ROI, open_tick=1, close_tick=3)]
@@ -113,7 +113,7 @@ tc6 = BTContainer(data=[
    [1, 5000, 5025, 4975, 4987, 6172, 0, 0],  # enter trade (signal on last candle)
    [2, 4987, 5300, 4850, 5050, 6172, 0, 0],  # Exit with stoploss
    [3, 4975, 5000, 4950, 4962, 6172, 0, 0],
-    [4, 4962, 4987, 4972, 4950, 6172, 0, 0],
+    [4, 4962, 4987, 4950, 4950, 6172, 0, 0],
    [5, 4950, 4975, 4925, 4950, 6172, 0, 0]],
    stop_loss=-0.02, roi={"0": 0.05}, profit_perc=-0.02,
    trades=[BTrade(sell_reason=SellType.STOP_LOSS, open_tick=1, close_tick=2)]
@@ -127,7 +127,7 @@ tc7 = BTContainer(data=[
    [1, 5000, 5025, 4975, 4987, 6172, 0, 0],
    [2, 4987, 5300, 4950, 5050, 6172, 0, 0],
    [3, 4975, 5000, 4950, 4962, 6172, 0, 0],
-    [4, 4962, 4987, 4972, 4950, 6172, 0, 0],
+    [4, 4962, 4987, 4950, 4950, 6172, 0, 0],
    [5, 4950, 4975, 4925, 4950, 6172, 0, 0]],
    stop_loss=-0.02, roi={"0": 0.03}, profit_perc=0.03,
    trades=[BTrade(sell_reason=SellType.ROI, open_tick=1, close_tick=2)]
@@ -167,7 +167,7 @@ tc9 = BTContainer(data=[
 tc10 = BTContainer(data=[
    # D   O     H     L     C    V    B  S
    [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
-    [1, 5000, 5050, 4950, 5100, 6172, 0, 0],
+    [1, 5000, 5100, 4950, 5100, 6172, 0, 0],
    [2, 5100, 5251, 5100, 5100, 6172, 0, 0],
    [3, 4850, 5050, 4650, 4750, 6172, 0, 0],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0]],
@@ -183,7 +183,7 @@ tc10 = BTContainer(data=[
 tc11 = BTContainer(data=[
    # D   O     H     L     C    V    B  S
    [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
-    [1, 5000, 5050, 4950, 5100, 6172, 0, 0],
+    [1, 5000, 5100, 4950, 5100, 6172, 0, 0],
    [2, 5100, 5251, 5100, 5100, 6172, 0, 0],
    [3, 5000, 5150, 4650, 4750, 6172, 0, 0],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0]],
@@ -199,7 +199,7 @@ tc11 = BTContainer(data=[
 tc12 = BTContainer(data=[
    # D   O     H     L     C    V    B  S
    [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
-    [1, 5000, 5050, 4950, 5100, 6172, 0, 0],
+    [1, 5000, 5100, 4950, 5100, 6172, 0, 0],
    [2, 5100, 5251, 4650, 5100, 6172, 0, 0],
    [3, 4850, 5050, 4650, 4750, 6172, 0, 0],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0]],
@@ -216,8 +216,8 @@ tc13 = BTContainer(data=[
    [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
    [1, 5000, 5100, 4950, 5100, 6172, 0, 0],
    [2, 5100, 5251, 4850, 5100, 6172, 0, 0],
-    [3, 4850, 5050, 4850, 4750, 6172, 0, 0],
-    [4, 4750, 4950, 4850, 4750, 6172, 0, 0]],
+    [3, 4850, 5050, 4750, 4750, 6172, 0, 0],
+    [4, 4750, 4950, 4750, 4750, 6172, 0, 0]],
    stop_loss=-0.10, roi={"0": 0.01}, profit_perc=0.01,
    trades=[BTrade(sell_reason=SellType.ROI, open_tick=1, close_tick=1)]
 )
@@ -229,7 +229,7 @@ tc14 = BTContainer(data=[
    [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
    [1, 5000, 5100, 4600, 5100, 6172, 0, 0],
    [2, 5100, 5251, 4850, 5100, 6172, 0, 0],
-    [3, 4850, 5050, 4850, 4750, 6172, 0, 0],
+    [3, 4850, 5050, 4750, 4750, 6172, 0, 0],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0]],
    stop_loss=-0.05, roi={"0": 0.10}, profit_perc=-0.05,
    trades=[BTrade(sell_reason=SellType.STOP_LOSS, open_tick=1, close_tick=1)]
@@ -243,7 +243,7 @@ tc15 = BTContainer(data=[
    [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
    [1, 5000, 5100, 4900, 5100, 6172, 1, 0],
    [2, 5100, 5251, 4650, 5100, 6172, 0, 0],
-    [3, 4850, 5050, 4850, 4750, 6172, 0, 0],
+    [3, 4850, 5050, 4750, 4750, 6172, 0, 0],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0]],
    stop_loss=-0.05, roi={"0": 0.01}, profit_perc=-0.04,
    trades=[BTrade(sell_reason=SellType.ROI, open_tick=1, close_tick=1),
@@ -259,7 +259,7 @@ tc16 = BTContainer(data=[
    [1, 5000, 5025, 4975, 4987, 6172, 0, 0],
    [2, 4987, 5300, 4950, 5050, 6172, 0, 0],
    [3, 4975, 5000, 4940, 4962, 6172, 0, 0],  # ForceSell on ROI (roi=-1)
-    [4, 4962, 4987, 4972, 4950, 6172, 0, 0],
+    [4, 4962, 4987, 4950, 4950, 6172, 0, 0],
    [5, 4950, 4975, 4925, 4950, 6172, 0, 0]],
    stop_loss=-0.10, roi={"0": 0.10, "65": -1}, profit_perc=-0.012,
    trades=[BTrade(sell_reason=SellType.ROI, open_tick=1, close_tick=3)]
@@ -275,7 +275,7 @@ tc17 = BTContainer(data=[
    [1, 5000, 5025, 4975, 4987, 6172, 0, 0],
    [2, 4987, 5300, 4950, 5050, 6172, 0, 0],
    [3, 4980, 5000, 4940, 4962, 6172, 0, 0],  # ForceSell on ROI (roi=-1)
-    [4, 4962, 4987, 4972, 4950, 6172, 0, 0],
+    [4, 4962, 4987, 4950, 4950, 6172, 0, 0],
    [5, 4950, 4975, 4925, 4950, 6172, 0, 0]],
    stop_loss=-0.10, roi={"0": 0.10, "120": -1}, profit_perc=-0.004,
    trades=[BTrade(sell_reason=SellType.ROI, open_tick=1, close_tick=3)]
@@ -291,7 +291,7 @@ tc18 = BTContainer(data=[
    [1, 5000, 5025, 4975, 4987, 6172, 0, 0],
    [2, 4987, 5300, 4950, 5200, 6172, 0, 0],
    [3, 5200, 5220, 4940, 4962, 6172, 0, 0],  # Sell on ROI (sells on open)
-    [4, 4962, 4987, 4972, 4950, 6172, 0, 0],
+    [4, 4962, 4987, 4950, 4950, 6172, 0, 0],
    [5, 4950, 4975, 4925, 4950, 6172, 0, 0]],
    stop_loss=-0.10, roi={"0": 0.10, "120": 0.01}, profit_perc=0.04,
    trades=[BTrade(sell_reason=SellType.ROI, open_tick=1, close_tick=3)]
@@ -306,8 +306,8 @@ tc19 = BTContainer(data=[
    [1, 5000, 5025, 4975, 4987, 6172, 0, 0],
    [2, 4987, 5300, 4950, 5200, 6172, 0, 0],
    [3, 5000, 5300, 4940, 4962, 6172, 0, 0],  # Sell on ROI
-    [4, 4962, 4987, 4972, 4950, 6172, 0, 0],
-    [5, 4550, 4975, 4925, 4950, 6172, 0, 0]],
+    [4, 4962, 4987, 4950, 4950, 6172, 0, 0],
+    [5, 4550, 4975, 4550, 4950, 6172, 0, 0]],
    stop_loss=-0.10, roi={"0": 0.10, "120": 0.01}, profit_perc=0.01,
    trades=[BTrade(sell_reason=SellType.ROI, open_tick=1, close_tick=3)]
 )
@@ -321,8 +321,8 @@ tc20 = BTContainer(data=[
    [1, 5000, 5025, 4975, 4987, 6172, 0, 0],
    [2, 4987, 5300, 4950, 5200, 6172, 0, 0],
    [3, 5200, 5300, 4940, 4962, 6172, 0, 0],  # Sell on ROI
-    [4, 4962, 4987, 4972, 4950, 6172, 0, 0],
-    [5, 4550, 4975, 4925, 4950, 6172, 0, 0]],
+    [4, 4962, 4987, 4950, 4950, 6172, 0, 0],
+    [5, 4925, 4975, 4925, 4950, 6172, 0, 0]],
    stop_loss=-0.10, roi={"0": 0.10, "119": 0.01}, profit_perc=0.01,
    trades=[BTrade(sell_reason=SellType.ROI, open_tick=1, close_tick=3)]
 )
@@ -334,7 +334,7 @@ tc20 = BTContainer(data=[
 tc21 = BTContainer(data=[
    # D   O     H     L     C    V    B  S
    [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
-    [1, 5000, 5050, 4950, 5100, 6172, 0, 0],
+    [1, 5000, 5100, 4950, 5100, 6172, 0, 0],
    [2, 5100, 5251, 4650, 5100, 6172, 0, 0],
    [3, 4850, 5050, 4650, 4750, 6172, 0, 0],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0]],
@@ -350,7 +350,7 @@ tc21 = BTContainer(data=[
 tc22 = BTContainer(data=[
    # D   O     H     L     C    V    B  S
    [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
-    [1, 5000, 5050, 4950, 5100, 6172, 0, 0],
+    [1, 5000, 5100, 4950, 5100, 6172, 0, 0],
    [2, 5100, 5251, 5100, 5100, 6172, 0, 0],
    [3, 4850, 5050, 4650, 4750, 6172, 0, 0],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0]],
@@ -369,7 +369,7 @@ tc22 = BTContainer(data=[
 tc23 = BTContainer(data=[
    # D   O     H     L     C    V    B  S
    [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
-    [1, 5000, 5050, 4950, 5100, 6172, 0, 0],
+    [1, 5000, 5100, 4950, 5100, 6172, 0, 0],
    [2, 5100, 5251, 5100, 5100, 6172, 0, 0],
    [3, 4850, 5251, 4650, 4750, 6172, 0, 0],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0]],
@@ -386,10 +386,10 @@ tc24 = BTContainer(data=[
    # D  O     H     L     C     V    B  S
    [0, 5000, 5025, 4975, 4987, 6172, 1, 0],
    [1, 5000, 5025, 4975, 4987, 6172, 0, 0],  # enter trade (signal on last candle)
-    [2, 4987, 5012, 4986, 4600, 6172, 0, 0],
-    [3, 5010, 5000, 4855, 5010, 6172, 0, 1],  # Triggers stoploss + sellsignal
-    [4, 5010, 4987, 4977, 4995, 6172, 0, 0],
-    [5, 4995, 4995, 4995, 4950, 6172, 0, 0]],
+    [2, 4987, 5012, 4986, 4986, 6172, 0, 0],
+    [3, 5010, 5010, 4855, 5010, 6172, 0, 1],  # Triggers stoploss + sellsignal
+    [4, 5010, 5010, 4977, 4995, 6172, 0, 0],
+    [5, 4995, 4995, 4950, 4950, 6172, 0, 0]],
    stop_loss=-0.01, roi={"0": 1}, profit_perc=-0.01, use_sell_signal=True,
    trades=[BTrade(sell_reason=SellType.STOP_LOSS, open_tick=1, close_tick=3)]
 )
@@ -401,10 +401,10 @@ tc25 = BTContainer(data=[
    # D  O     H     L     C     V    B  S
    [0, 5000, 5025, 4975, 4987, 6172, 1, 0],
    [1, 5000, 5025, 4975, 4987, 6172, 0, 0],  # enter trade (signal on last candle)
-    [2, 4987, 5012, 4986, 4600, 6172, 0, 0],
-    [3, 5010, 5000, 4986, 5010, 6172, 0, 1],
-    [4, 5010, 4987, 4855, 4995, 6172, 0, 0],  # Triggers stoploss + sellsignal acted on
-    [5, 4995, 4995, 4995, 4950, 6172, 0, 0]],
+    [2, 4987, 5012, 4986, 4986, 6172, 0, 0],
+    [3, 5010, 5010, 4986, 5010, 6172, 0, 1],
+    [4, 5010, 5010, 4855, 4995, 6172, 0, 0],  # Triggers stoploss + sellsignal acted on
+    [5, 4995, 4995, 4950, 4950, 6172, 0, 0]],
    stop_loss=-0.01, roi={"0": 1}, profit_perc=0.002, use_sell_signal=True,
    trades=[BTrade(sell_reason=SellType.SELL_SIGNAL, open_tick=1, close_tick=4)]
 )
@@ -416,10 +416,10 @@ tc26 = BTContainer(data=[
    # D  O     H     L     C     V    B  S
    [0, 5000, 5025, 4975, 4987, 6172, 1, 0],
    [1, 5000, 5025, 4975, 4987, 6172, 0, 0],  # enter trade (signal on last candle)
-    [2, 4987, 5012, 4986, 4600, 6172, 0, 0],
+    [2, 4987, 5012, 4986, 4986, 6172, 0, 0],
    [3, 5010, 5251, 4986, 5010, 6172, 0, 1],  # Triggers ROI, sell-signal
-    [4, 5010, 4987, 4855, 4995, 6172, 0, 0],
-    [5, 4995, 4995, 4995, 4950, 6172, 0, 0]],
+    [4, 5010, 5010, 4855, 4995, 6172, 0, 0],
+    [5, 4995, 4995, 4950, 4950, 6172, 0, 0]],
    stop_loss=-0.10, roi={"0": 0.05}, profit_perc=0.05, use_sell_signal=True,
    trades=[BTrade(sell_reason=SellType.ROI, open_tick=1, close_tick=3)]
 )
@@ -432,10 +432,10 @@ tc27 = BTContainer(data=[
    # D  O     H     L     C     V    B  S
    [0, 5000, 5025, 4975, 4987, 6172, 1, 0],
    [1, 5000, 5025, 4975, 4987, 6172, 0, 0],  # enter trade (signal on last candle)
-    [2, 4987, 5012, 4986, 4600, 6172, 0, 0],
+    [2, 4987, 5012, 4986, 4986, 6172, 0, 0],
    [3, 5010, 5012, 4986, 5010, 6172, 0, 1],  # sell-signal
    [4, 5010, 5251, 4855, 4995, 6172, 0, 0],  # Triggers ROI, sell-signal acted on
-    [5, 4995, 4995, 4995, 4950, 6172, 0, 0]],
+    [5, 4995, 4995, 4950, 4950, 6172, 0, 0]],
    stop_loss=-0.10, roi={"0": 0.05}, profit_perc=0.05, use_sell_signal=True,
    trades=[BTrade(sell_reason=SellType.ROI, open_tick=1, close_tick=4)]
 )
@@ -447,7 +447,7 @@ tc27 = BTContainer(data=[
 tc28 = BTContainer(data=[
    # D   O     H     L     C    V    B  S
    [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
-    [1, 5000, 5050, 4950, 5100, 6172, 0, 0],
+    [1, 5000, 5100, 4950, 5100, 6172, 0, 0],
    [2, 5100, 5251, 5100, 5100, 6172, 0, 0],
    [3, 4850, 5050, 4650, 4750, 6172, 0, 0],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0]],
@@ -463,7 +463,7 @@ tc28 = BTContainer(data=[
 tc29 = BTContainer(data=[
    # D   O     H     L     C    V    B  S
    [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
-    [1, 5000, 5050, 5000, 4900, 6172, 0, 0],    # enter trade (signal on last candle)
+    [1, 5000, 5050, 5000, 5000, 6172, 0, 0],    # enter trade (signal on last candle)
    [2, 4900, 5250, 4500, 5100, 6172, 0, 0],    # Triggers trailing-stoploss
    [3, 5100, 5100, 4650, 4750, 6172, 0, 0],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0]],
@@ -477,7 +477,7 @@ tc29 = BTContainer(data=[
 tc30 = BTContainer(data=[
    # D   O     H     L     C    V    B  S
    [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
-    [1, 5000, 5500, 5000, 4900, 6172, 0, 0],    # enter trade (signal on last candle) and stop
+    [1, 5000, 5500, 4900, 4900, 6172, 0, 0],    # enter trade (signal on last candle) and stop
    [2, 4900, 5250, 4500, 5100, 6172, 0, 0],
    [3, 5100, 5100, 4650, 4750, 6172, 0, 0],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0]],
@@ -491,7 +491,7 @@ tc30 = BTContainer(data=[
 tc31 = BTContainer(data=[
    # D   O     H     L     C    V    B  S
    [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
-    [1, 5000, 5500, 5000, 4900, 6172, 0, 0],    # enter trade (signal on last candle) and stop
+    [1, 5000, 5500, 4900, 4900, 6172, 0, 0],    # enter trade (signal on last candle) and stop
    [2, 4900, 5250, 4500, 5100, 6172, 0, 0],
    [3, 5100, 5100, 4650, 4750, 6172, 0, 0],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0]],
@@ -506,7 +506,7 @@ tc31 = BTContainer(data=[
 tc32 = BTContainer(data=[
    # D   O     H     L     C    V    B  S
    [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
-    [1, 5000, 5500, 5000, 4900, 6172, 0, 0],    # enter trade (signal on last candle) and stop
+    [1, 5000, 5500, 4951, 5000, 6172, 0, 0],    # enter trade and stop
    [2, 4900, 5250, 4500, 5100, 6172, 0, 0],
    [3, 5100, 5100, 4650, 4750, 6172, 0, 0],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0]],
@@ -521,7 +521,7 @@ tc32 = BTContainer(data=[
 tc33 = BTContainer(data=[
    # D   O     H     L     C    V    EL XL ES Xs  BT
    [0, 5000, 5050, 4950, 5000, 6172, 1, 0, 0, 0, 'buy_signal_01'],
-    [1, 5000, 5500, 5000, 4900, 6172, 0, 0, 0, 0, None],  # enter trade and stop
+    [1, 5000, 5500, 4951, 5000, 6172, 0, 0, 0, 0, None],    # enter trade and stop
    [2, 4900, 5250, 4500, 5100, 6172, 0, 0, 0, 0, None],
    [3, 5100, 5100, 4650, 4750, 6172, 0, 0, 0, 0, None],
    [4, 4750, 4950, 4350, 4750, 6172, 0, 0, 0, 0, None]],
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -579,6 +579,7 @@ def test_backtest__get_sell_trade_entry(default_conf, fee, mocker) -> None:
        0,  # exit_hsort
        '',  # Long Signal Name
        '',  # Short Signal Name
+        '',  # Exit Signal Name
    ]

    trade = backtesting._enter_trade(pair, row=row, direction='long')
@@ -596,27 +597,29 @@ def test_backtest__get_sell_trade_entry(default_conf, fee, mocker) -> None:
        0,  # exit_short
        '',  # long Signal Name
        '',  # Short Signal Name
+        '',  # Exit Signal Name
+
    ]
    row_detail = pd.DataFrame(
        [
            [
                pd.Timestamp(year=2020, month=1, day=1, hour=5, minute=0, tzinfo=timezone.utc),
-                200, 200.1, 197, 199, 1, 0, 0, 0, '', '',
+                200, 200.1, 197, 199, 1, 0, 0, 0, '', '', '',
            ], [
                pd.Timestamp(year=2020, month=1, day=1, hour=5, minute=1, tzinfo=timezone.utc),
-                199, 199.7, 199, 199.5, 0, 0, 0, 0, '', ''
+                199, 199.7, 199, 199.5, 0, 0, 0, 0, '', '', '',
            ], [
                pd.Timestamp(year=2020, month=1, day=1, hour=5, minute=2, tzinfo=timezone.utc),
-                199.5, 200.8, 199, 200.9, 0, 0, 0, 0, '', ''
+                199.5, 200.8, 199, 200.9, 0, 0, 0, 0, '', '', '',
            ], [
                pd.Timestamp(year=2020, month=1, day=1, hour=5, minute=3, tzinfo=timezone.utc),
-                200.5, 210.5, 193, 210.5, 0, 0, 0, 0, '', ''  # ROI sell (?)
+                200.5, 210.5, 193, 210.5, 0, 0, 0, 0, '', '', '',  # ROI sell (?)
            ], [
                pd.Timestamp(year=2020, month=1, day=1, hour=5, minute=4, tzinfo=timezone.utc),
-                200, 200.1, 193, 199, 0, 0, 0, 0, '', ''
+                200, 200.1, 193, 199, 0, 0, 0, 0, '', '', '',
            ],
        ], columns=['date', 'open', 'high', 'low', 'close', 'enter_long', 'exit_long',
-                    'enter_short', 'exit_short', 'long_tag', 'short_tag']
+                    'enter_short', 'exit_short', 'long_tag', 'short_tag', 'exit_tag']
    )

    # No data available.
@@ -631,7 +634,7 @@ def test_backtest__get_sell_trade_entry(default_conf, fee, mocker) -> None:
    # Assign empty ... no result.
    backtesting.detail_data[pair] = pd.DataFrame(
        [], columns=['date', 'open', 'high', 'low', 'close', 'enter_long', 'exit_long',
-                     'enter_short', 'exit_short', 'long_tag', 'short_tag'])
+                     'enter_short', 'exit_short', 'long_tag', 'short_tag', 'exit_tag'])

    res = backtesting._get_sell_trade_entry(trade, row)
    assert res is None
@@ -695,7 +698,7 @@ def test_backtest_one(default_conf, fee, mocker, testdatadir) -> None:
         'min_rate': [0.10370188, 0.10300000000000001],
         'max_rate': [0.10501, 0.1038888],
         'is_open': [False, False],
-         'buy_tag': [None, None],
+         'buy_tag': [None, None]
         })
    pd.testing.assert_frame_equal(results, expected)
    data_pair = processed[pair]
--- a/tests/optimize/test_optimize_reports.py
+++ b/tests/optimize/test_optimize_reports.py
@@ -10,7 +10,8 @@ from arrow import Arrow
 from freqtrade.configuration import TimeRange
 from freqtrade.constants import DATETIME_PRINT_FORMAT, LAST_BT_RESULT_FN
 from freqtrade.data import history
-from freqtrade.data.btanalysis import get_latest_backtest_filename, load_backtest_data
+from freqtrade.data.btanalysis import (get_latest_backtest_filename, load_backtest_data,
+                                       load_backtest_stats)
 from freqtrade.edge import PairInfo
 from freqtrade.enums import SellType
 from freqtrade.optimize.optimize_reports import (_get_resample_from_period, generate_backtest_stats,
@@ -19,9 +20,9 @@ from freqtrade.optimize.optimize_reports import (_get_resample_from_period, gene
                                                 generate_periodic_breakdown_stats,
                                                 generate_sell_reason_stats,
                                                 generate_strategy_comparison,
-                                                 generate_trading_stats, store_backtest_stats,
-                                                 text_table_bt_results, text_table_sell_reason,
-                                                 text_table_strategy)
+                                                 generate_trading_stats, show_sorted_pairlist,
+                                                 store_backtest_stats, text_table_bt_results,
+                                                 text_table_sell_reason, text_table_strategy)
 from freqtrade.resolvers.strategy_resolver import StrategyResolver
 from tests.conftest import CURRENT_TEST_STRATEGY
 from tests.data.test_history import _backup_file, _clean_test_file
@@ -408,3 +409,16 @@ def test__get_resample_from_period():
    assert _get_resample_from_period('month') == '1M'
    with pytest.raises(ValueError, match=r"Period noooo is not supported."):
        _get_resample_from_period('noooo')
+
+
+def test_show_sorted_pairlist(testdatadir, default_conf, capsys):
+    filename = testdatadir / "backtest-result_new.json"
+    bt_data = load_backtest_stats(filename)
+    default_conf['backtest_show_pair_list'] = True
+
+    show_sorted_pairlist(default_conf, bt_data)
+
+    out, err = capsys.readouterr()
+    assert 'Pairs for Strategy StrategyTestV2: \n[' in out
+    assert 'TOTAL' not in out
+    assert '"ETH/BTC",  // ' in out
--- a/tests/rpc/test_rpc.py
+++ b/tests/rpc/test_rpc.py
@@ -839,8 +839,226 @@ def test_performance_handle(default_conf, ticker, limit_buy_order, fee,
    assert len(res) == 1
    assert res[0]['pair'] == 'ETH/BTC'
    assert res[0]['count'] == 1
+    assert prec_satoshi(res[0]['profit_pct'], 6.2)
+
+
+def test_buy_tag_performance_handle(default_conf, ticker, limit_buy_order, fee,
+                                    limit_sell_order, mocker) -> None:
+    mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
+    mocker.patch.multiple(
+        'freqtrade.exchange.Exchange',
+        get_balances=MagicMock(return_value=ticker),
+        fetch_ticker=ticker,
+        get_fee=fee,
+    )
+
+    freqtradebot = get_patched_freqtradebot(mocker, default_conf)
+    patch_get_signal(freqtradebot)
+    rpc = RPC(freqtradebot)
+
+    # Create some test data
+    freqtradebot.enter_positions()
+    trade = Trade.query.first()
+    assert trade
+
+    # Simulate fulfilled LIMIT_BUY order for trade
+    trade.update(limit_buy_order)
+
+    # Simulate fulfilled LIMIT_SELL order for trade
+    trade.update(limit_sell_order)
+
+    trade.close_date = datetime.utcnow()
+    trade.is_open = False
+    res = rpc._rpc_buy_tag_performance(None)
+
+    assert len(res) == 1
+    assert res[0]['buy_tag'] == 'Other'
+    assert res[0]['count'] == 1
+    assert prec_satoshi(res[0]['profit_pct'], 6.2)
+
+    trade.buy_tag = "TEST_TAG"
+    res = rpc._rpc_buy_tag_performance(None)
+
+    assert len(res) == 1
+    assert res[0]['buy_tag'] == 'TEST_TAG'
+    assert res[0]['count'] == 1
+    assert prec_satoshi(res[0]['profit_pct'], 6.2)
+
+
+def test_buy_tag_performance_handle_2(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)
+
+    res = rpc._rpc_buy_tag_performance(None)
+
+    assert len(res) == 2
+    assert res[0]['buy_tag'] == 'TEST1'
+    assert res[0]['count'] == 1
+    assert prec_satoshi(res[0]['profit_pct'], 0.5)
+    assert res[1]['buy_tag'] == 'Other'
+    assert res[1]['count'] == 1
+    assert prec_satoshi(res[1]['profit_pct'], 1.0)
+
+    # Test for a specific pair
+    res = rpc._rpc_buy_tag_performance('ETC/BTC')
+    assert len(res) == 1
+    assert res[0]['count'] == 1
+    assert res[0]['buy_tag'] == 'TEST1'
+    assert prec_satoshi(res[0]['profit_pct'], 0.5)
+
+
+def test_sell_reason_performance_handle(default_conf, ticker, limit_buy_order, fee,
+                                        limit_sell_order, mocker) -> None:
+    mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
+    mocker.patch.multiple(
+        'freqtrade.exchange.Exchange',
+        get_balances=MagicMock(return_value=ticker),
+        fetch_ticker=ticker,
+        get_fee=fee,
+    )
+
+    freqtradebot = get_patched_freqtradebot(mocker, default_conf)
+    patch_get_signal(freqtradebot)
+    rpc = RPC(freqtradebot)
+
+    # Create some test data
+    freqtradebot.enter_positions()
+    trade = Trade.query.first()
+    assert trade
+
+    # Simulate fulfilled LIMIT_BUY order for trade
+    trade.update(limit_buy_order)
+
+    # Simulate fulfilled LIMIT_SELL order for trade
+    trade.update(limit_sell_order)
+
+    trade.close_date = datetime.utcnow()
+    trade.is_open = False
+    res = rpc._rpc_sell_reason_performance(None)
+
+    assert len(res) == 1
+    assert res[0]['sell_reason'] == 'Other'
+    assert res[0]['count'] == 1
+    assert prec_satoshi(res[0]['profit_pct'], 6.2)
+
+    trade.sell_reason = "TEST1"
+    res = rpc._rpc_sell_reason_performance(None)
+
+    assert len(res) == 1
+    assert res[0]['sell_reason'] == 'TEST1'
+    assert res[0]['count'] == 1
+    assert prec_satoshi(res[0]['profit_pct'], 6.2)
+
+
+def test_sell_reason_performance_handle_2(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)
+
+    res = rpc._rpc_sell_reason_performance(None)
+
+    assert len(res) == 2
+    assert res[0]['sell_reason'] == 'sell_signal'
+    assert res[0]['count'] == 1
+    assert prec_satoshi(res[0]['profit_pct'], 0.5)
+    assert res[1]['sell_reason'] == 'roi'
+    assert res[1]['count'] == 1
+    assert prec_satoshi(res[1]['profit_pct'], 1.0)
+
+    # Test for a specific pair
+    res = rpc._rpc_sell_reason_performance('ETC/BTC')
+    assert len(res) == 1
+    assert res[0]['count'] == 1
+    assert res[0]['sell_reason'] == 'sell_signal'
+    assert prec_satoshi(res[0]['profit_pct'], 0.5)
+
+
+def test_mix_tag_performance_handle(default_conf, ticker, limit_buy_order, fee,
+                                    limit_sell_order, mocker) -> None:
+    mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
+    mocker.patch.multiple(
+        'freqtrade.exchange.Exchange',
+        get_balances=MagicMock(return_value=ticker),
+        fetch_ticker=ticker,
+        get_fee=fee,
+    )
+
+    freqtradebot = get_patched_freqtradebot(mocker, default_conf)
+    patch_get_signal(freqtradebot)
+    rpc = RPC(freqtradebot)
+
+    # Create some test data
+    freqtradebot.enter_positions()
+    trade = Trade.query.first()
+    assert trade
+
+    # Simulate fulfilled LIMIT_BUY order for trade
+    trade.update(limit_buy_order)
+
+    # Simulate fulfilled LIMIT_SELL order for trade
+    trade.update(limit_sell_order)
+
+    trade.close_date = datetime.utcnow()
+    trade.is_open = False
+    res = rpc._rpc_mix_tag_performance(None)
+
+    assert len(res) == 1
+    assert res[0]['mix_tag'] == 'Other Other'
+    assert res[0]['count'] == 1
    assert prec_satoshi(res[0]['profit'], 6.2)

+    trade.buy_tag = "TESTBUY"
+    trade.sell_reason = "TESTSELL"
+    res = rpc._rpc_mix_tag_performance(None)
+
+    assert len(res) == 1
+    assert res[0]['mix_tag'] == 'TESTBUY TESTSELL'
+    assert res[0]['count'] == 1
+    assert prec_satoshi(res[0]['profit'], 6.2)
+
+
+def test_mix_tag_performance_handle_2(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)
+
+    res = rpc._rpc_mix_tag_performance(None)
+
+    assert len(res) == 2
+    assert res[0]['mix_tag'] == 'TEST1 sell_signal'
+    assert res[0]['count'] == 1
+    assert prec_satoshi(res[0]['profit'], 0.5)
+    assert res[1]['mix_tag'] == 'Other roi'
+    assert res[1]['count'] == 1
+    assert prec_satoshi(res[1]['profit'], 1.0)
+
+    # Test for a specific pair
+    res = rpc._rpc_mix_tag_performance('ETC/BTC')
+
+    assert len(res) == 1
+    assert res[0]['count'] == 1
+    assert res[0]['mix_tag'] == 'TEST1 sell_signal'
+    assert prec_satoshi(res[0]['profit'], 0.5)
+

 def test_rpc_count(mocker, default_conf, ticker, fee) -> None:
    mocker.patch('freqtrade.rpc.telegram.Telegram', MagicMock())
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -820,8 +820,10 @@ def test_api_performance(botclient, fee):
    rc = client_get(client, f"{BASE_URI}/performance")
    assert_response(rc)
    assert len(rc.json()) == 2
-    assert rc.json() == [{'count': 1, 'pair': 'LTC/ETH', 'profit': 7.61, 'profit_abs': 0.01872279},
-                         {'count': 1, 'pair': 'XRP/ETH', 'profit': -5.57, 'profit_abs': -0.1150375}]
+    assert rc.json() == [{'count': 1, 'pair': 'LTC/ETH', 'profit': 7.61, 'profit_pct': 7.61,
+                          'profit_ratio': 0.07609203, 'profit_abs': 0.01872279},
+                         {'count': 1, 'pair': 'XRP/ETH', 'profit': -5.57, 'profit_pct': -5.57,
+                          'profit_ratio': -0.05570419, 'profit_abs': -0.1150375}]


 # TODO-lev: @pytest.mark.parametrize('is_short,side', [
--- a/tests/rpc/test_rpc_telegram.py
+++ b/tests/rpc/test_rpc_telegram.py
@@ -93,7 +93,8 @@ def test_telegram_init(default_conf, mocker, caplog) -> None:

    message_str = ("rpc.telegram is listening for following commands: [['status'], ['profit'], "
                   "['balance'], ['start'], ['stop'], ['forcesell'], ['forcebuy'], ['trades'], "
-                   "['delete'], ['performance'], ['stats'], ['daily'], ['count'], ['locks'], "
+                   "['delete'], ['performance'], ['buys'], ['sells'], ['mix_tags'], "
+                   "['stats'], ['daily'], ['count'], ['locks'], "
                   "['unlock', 'delete_locks'], ['reload_config', 'reload_conf'], "
                   "['show_config', 'show_conf'], ['stopbuy'], "
                   "['whitelist'], ['blacklist'], ['logs'], ['edge'], ['help'], ['version']"
@@ -715,6 +716,7 @@ def test_telegram_forcesell_handle(default_conf, update, ticker, fee,
        'profit_ratio': 0.0629778,
        'stake_currency': 'BTC',
        'fiat_currency': 'USD',
+        'buy_tag': ANY,
        'sell_reason': SellType.FORCE_SELL.value,
        'open_date': ANY,
        'close_date': ANY,
@@ -778,6 +780,7 @@ def test_telegram_forcesell_down_handle(default_conf, update, ticker, fee,
        'profit_ratio': -0.05482878,
        'stake_currency': 'BTC',
        'fiat_currency': 'USD',
+        'buy_tag': ANY,
        'sell_reason': SellType.FORCE_SELL.value,
        'open_date': ANY,
        'close_date': ANY,
@@ -831,6 +834,7 @@ def test_forcesell_all_handle(default_conf, update, ticker, fee, mocker) -> None
        'profit_ratio': -0.00408133,
        'stake_currency': 'BTC',
        'fiat_currency': 'USD',
+        'buy_tag': ANY,
        'sell_reason': SellType.FORCE_SELL.value,
        'open_date': ANY,
        'close_date': ANY,
@@ -976,6 +980,102 @@ def test_performance_handle(default_conf, update, ticker, fee,
    assert '<code>ETH/BTC\t0.00006217 BTC (6.20%) (1)</code>' in msg_mock.call_args_list[0][0][0]


+def test_buy_tag_performance_handle(default_conf, update, ticker, fee,
+                                    limit_buy_order, limit_sell_order, mocker) -> None:
+    mocker.patch.multiple(
+        'freqtrade.exchange.Exchange',
+        fetch_ticker=ticker,
+        get_fee=fee,
+    )
+    telegram, freqtradebot, msg_mock = get_telegram_testobject(mocker, default_conf)
+    patch_get_signal(freqtradebot)
+
+    # Create some test data
+    freqtradebot.enter_positions()
+    trade = Trade.query.first()
+    assert trade
+
+    # Simulate fulfilled LIMIT_BUY order for trade
+    trade.update(limit_buy_order)
+
+    trade.buy_tag = "TESTBUY"
+    # Simulate fulfilled LIMIT_SELL order for trade
+    trade.update(limit_sell_order)
+
+    trade.close_date = datetime.utcnow()
+    trade.is_open = False
+
+    telegram._buy_tag_performance(update=update, context=MagicMock())
+    assert msg_mock.call_count == 1
+    assert 'Buy Tag Performance' in msg_mock.call_args_list[0][0][0]
+    assert '<code>TESTBUY\t0.00006217 BTC (6.20%) (1)</code>' in msg_mock.call_args_list[0][0][0]
+
+
+def test_sell_reason_performance_handle(default_conf, update, ticker, fee,
+                                        limit_buy_order, limit_sell_order, mocker) -> None:
+    mocker.patch.multiple(
+        'freqtrade.exchange.Exchange',
+        fetch_ticker=ticker,
+        get_fee=fee,
+    )
+    telegram, freqtradebot, msg_mock = get_telegram_testobject(mocker, default_conf)
+    patch_get_signal(freqtradebot)
+
+    # Create some test data
+    freqtradebot.enter_positions()
+    trade = Trade.query.first()
+    assert trade
+
+    # Simulate fulfilled LIMIT_BUY order for trade
+    trade.update(limit_buy_order)
+
+    trade.sell_reason = 'TESTSELL'
+    # Simulate fulfilled LIMIT_SELL order for trade
+    trade.update(limit_sell_order)
+
+    trade.close_date = datetime.utcnow()
+    trade.is_open = False
+
+    telegram._sell_reason_performance(update=update, context=MagicMock())
+    assert msg_mock.call_count == 1
+    assert 'Sell Reason Performance' in msg_mock.call_args_list[0][0][0]
+    assert '<code>TESTSELL\t0.00006217 BTC (6.20%) (1)</code>' in msg_mock.call_args_list[0][0][0]
+
+
+def test_mix_tag_performance_handle(default_conf, update, ticker, fee,
+                                    limit_buy_order, limit_sell_order, mocker) -> None:
+    mocker.patch.multiple(
+        'freqtrade.exchange.Exchange',
+        fetch_ticker=ticker,
+        get_fee=fee,
+    )
+    telegram, freqtradebot, msg_mock = get_telegram_testobject(mocker, default_conf)
+    patch_get_signal(freqtradebot)
+
+    # Create some test data
+    freqtradebot.enter_positions()
+    trade = Trade.query.first()
+    assert trade
+
+    # Simulate fulfilled LIMIT_BUY order for trade
+    trade.update(limit_buy_order)
+
+    trade.buy_tag = "TESTBUY"
+    trade.sell_reason = "TESTSELL"
+
+    # Simulate fulfilled LIMIT_SELL order for trade
+    trade.update(limit_sell_order)
+
+    trade.close_date = datetime.utcnow()
+    trade.is_open = False
+
+    telegram._mix_tag_performance(update=update, context=MagicMock())
+    assert msg_mock.call_count == 1
+    assert 'Mix Tag Performance' in msg_mock.call_args_list[0][0][0]
+    assert ('<code>TESTBUY TESTSELL\t0.00006217 BTC (6.20%) (1)</code>'
+            in msg_mock.call_args_list[0][0][0])
+
+
 def test_count_handle(default_conf, update, ticker, fee, mocker) -> None:
    mocker.patch.multiple(
        'freqtrade.exchange.Exchange',
@@ -1386,6 +1486,7 @@ def test_send_msg_sell_notification(default_conf, mocker) -> None:
        'profit_ratio': -0.57405275,
        'stake_currency': 'ETH',
        'fiat_currency': 'USD',
+        'buy_tag': 'buy_signal1',
        'sell_reason': SellType.STOP_LOSS.value,
        'open_date': arrow.utcnow().shift(hours=-1),
        'close_date': arrow.utcnow(),
@@ -1393,6 +1494,7 @@ def test_send_msg_sell_notification(default_conf, mocker) -> None:
    assert msg_mock.call_args[0][0] \
        == ('\N{WARNING SIGN} *Binance:* Selling KEY/ETH (#1)\n'
            '*Profit:* `-57.41% (loss: -0.05746268 ETH / -24.812 USD)`\n'
+            '*Buy Tag:* `buy_signal1`\n'
            '*Sell Reason:* `stop_loss`\n'
            '*Duration:* `1:00:00 (60.0 min)`\n'
            '*Amount:* `1333.33333333`\n'
@@ -1416,6 +1518,7 @@ def test_send_msg_sell_notification(default_conf, mocker) -> None:
        'profit_amount': -0.05746268,
        'profit_ratio': -0.57405275,
        'stake_currency': 'ETH',
+        'buy_tag': 'buy_signal1',
        'sell_reason': SellType.STOP_LOSS.value,
        'open_date': arrow.utcnow().shift(days=-1, hours=-2, minutes=-30),
        'close_date': arrow.utcnow(),
@@ -1423,6 +1526,7 @@ def test_send_msg_sell_notification(default_conf, mocker) -> None:
    assert msg_mock.call_args[0][0] \
        == ('\N{WARNING SIGN} *Binance:* Selling KEY/ETH (#1)\n'
            '*Profit:* `-57.41%`\n'
+            '*Buy Tag:* `buy_signal1`\n'
            '*Sell Reason:* `stop_loss`\n'
            '*Duration:* `1 day, 2:30:00 (1590.0 min)`\n'
            '*Amount:* `1333.33333333`\n'
@@ -1487,6 +1591,7 @@ def test_send_msg_sell_fill_notification(default_conf, mocker) -> None:
        'profit_ratio': -0.57405275,
        'stake_currency': 'ETH',
        'fiat_currency': 'USD',
+        'buy_tag': 'buy_signal1',
        'sell_reason': SellType.STOP_LOSS.value,
        'open_date': arrow.utcnow().shift(hours=-1),
        'close_date': arrow.utcnow(),
@@ -1578,12 +1683,14 @@ def test_send_msg_sell_notification_no_fiat(default_conf, mocker) -> None:
        'profit_ratio': -0.57405275,
        'stake_currency': 'ETH',
        'fiat_currency': 'USD',
+        'buy_tag': 'buy_signal1',
        'sell_reason': SellType.STOP_LOSS.value,
        'open_date': arrow.utcnow().shift(hours=-2, minutes=-35, seconds=-3),
        'close_date': arrow.utcnow(),
    })
    assert msg_mock.call_args[0][0] == ('\N{WARNING SIGN} *Binance:* Selling KEY/ETH (#1)\n'
                                        '*Profit:* `-57.41%`\n'
+                                        '*Buy Tag:* `buy_signal1`\n'
                                        '*Sell Reason:* `stop_loss`\n'
                                        '*Duration:* `2:35:03 (155.1 min)`\n'
                                        '*Amount:* `1333.33333333`\n'
--- a/tests/strategy/test_interface.py
+++ b/tests/strategy/test_interface.py
@@ -42,29 +42,29 @@ def test_returns_latest_signal(ohlcv_history):
    mocked_history.loc[1, 'exit_long'] = 1

    assert _STRATEGY.get_entry_signal('ETH/BTC', '5m', mocked_history) == (None, None)
-    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history) == (False, True)
-    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history, True) == (False, False)
+    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history) == (False, True, None)
+    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history, True) == (False, False, None)
    mocked_history.loc[1, 'exit_long'] = 0
    mocked_history.loc[1, 'enter_long'] = 1

    assert _STRATEGY.get_entry_signal(
        'ETH/BTC', '5m', mocked_history) == (SignalDirection.LONG, None)
-    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history) == (True, False)
-    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history, True) == (False, False)
+    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history) == (True, False, None)
+    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history, True) == (False, False, None)
    mocked_history.loc[1, 'exit_long'] = 0
    mocked_history.loc[1, 'enter_long'] = 0

    assert _STRATEGY.get_entry_signal('ETH/BTC', '5m', mocked_history) == (None, None)
-    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history) == (False, False)
-    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history, True) == (False, False)
+    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history) == (False, False, None)
+    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history, True) == (False, False, None)
    mocked_history.loc[1, 'exit_long'] = 0
    mocked_history.loc[1, 'enter_long'] = 1
    mocked_history.loc[1, 'enter_tag'] = 'buy_signal_01'

    assert _STRATEGY.get_entry_signal(
        'ETH/BTC', '5m', mocked_history) == (SignalDirection.LONG, 'buy_signal_01')
-    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history) == (True, False)
-    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history, True) == (False, False)
+    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history) == (True, False, None)
+    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history, True) == (False, False, None)

    mocked_history.loc[1, 'exit_long'] = 0
    mocked_history.loc[1, 'enter_long'] = 0
@@ -74,15 +74,18 @@ def test_returns_latest_signal(ohlcv_history):

    assert _STRATEGY.get_entry_signal(
        'ETH/BTC', '5m', mocked_history) == (SignalDirection.SHORT, 'sell_signal_01')
-    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history) == (False, False)
-    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history, True) == (True, False)
+    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history) == (False, False, None)
+    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history, True) == (True, False, None)

    mocked_history.loc[1, 'enter_short'] = 0
    mocked_history.loc[1, 'exit_short'] = 1
+    mocked_history.loc[1, 'exit_tag'] = 'sell_signal_02'
    assert _STRATEGY.get_entry_signal(
        'ETH/BTC', '5m', mocked_history) == (None, None)
-    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history) == (False, False)
-    assert _STRATEGY.get_exit_signal('ETH/BTC', '5m', mocked_history, True) == (False, True)
+    assert _STRATEGY.get_exit_signal(
+        'ETH/BTC', '5m', mocked_history) == (False, False, 'sell_signal_02')
+    assert _STRATEGY.get_exit_signal(
+        'ETH/BTC', '5m', mocked_history, True) == (False, True, 'sell_signal_02')


 def test_analyze_pair_empty(default_conf, mocker, caplog, ohlcv_history):
@@ -711,7 +714,7 @@ def test_strategy_safe_wrapper(value):

    ret = strategy_safe_wrapper(working_method, message='DeadBeef')(value)

-    assert type(ret) == type(value)
+    assert isinstance(ret, type(value))
    assert ret == value


--- a/tests/test_configuration.py
+++ b/tests/test_configuration.py
@@ -1360,6 +1360,7 @@ def test_flat_vars_to_nested_dict(caplog):
        'FREQTRADE__ASK_STRATEGY__PRICE_SIDE': 'bid',
        'FREQTRADE__ASK_STRATEGY__cccc': '500',
        'FREQTRADE__STAKE_AMOUNT': '200.05',
+        'FREQTRADE__TELEGRAM__CHAT_ID': '2151',
        'NOT_RELEVANT': '200.0',  # Will be ignored
    }
    expected = {
@@ -1374,6 +1375,9 @@ def test_flat_vars_to_nested_dict(caplog):
            },
            'some_setting': True,
            'some_false_setting': False,
+        },
+        'telegram': {
+            'chat_id': '2151'
        }
    }
    res = flat_vars_to_nested_dict(test_args, ENV_VAR_PREFIX)
--- a/tests/test_freqtradebot.py
+++ b/tests/test_freqtradebot.py
@@ -236,7 +236,7 @@ def test_edge_overrides_stoploss(limit_order, fee, caplog, mocker,
    # stoploss shoud be hit
    assert freqtrade.handle_trade(trade) is not ignore_strat_sl
    if not ignore_strat_sl:
-        assert log_has('Exit for NEO/BTC detected. Reason: stop_loss', caplog)
+        assert log_has_re('Exit for NEO/BTC detected. Reason: stop_loss.*', caplog)
        assert trade.sell_reason == SellType.STOP_LOSS.value


@@ -458,7 +458,6 @@ def test_create_trade_no_signal(default_conf_usdt, fee, mocker) -> None:
    )
    default_conf_usdt['stake_amount'] = 10
    freqtrade = FreqtradeBot(default_conf_usdt)
-    # patch_get_signal(freqtrade, enter_long=False)
    patch_get_signal(freqtrade, enter_long=False, exit_long=False)

    Trade.query = MagicMock()
@@ -1800,6 +1799,15 @@ def test_update_trade_state(
    freqtrade.update_trade_state(trade, '123')

    assert log_has_re('Found open order for.*', caplog)
+    limit_buy_order_usdt_new = deepcopy(limit_order)
+    limit_buy_order_usdt_new['filled'] = 0.0
+    limit_buy_order_usdt_new['status'] = 'canceled'
+
+    mocker.patch('freqtrade.freqtradebot.FreqtradeBot.get_real_amount', side_effect=ValueError)
+    mocker.patch('freqtrade.exchange.Exchange.fetch_order', return_value=limit_buy_order_usdt_new)
+    res = freqtrade.update_trade_state(trade, '123')
+    # Cancelled empty
+    assert res is True


@pytest.mark.parametrize("is_short", [False, True])
@@ -1956,7 +1964,8 @@ def test_handle_trade(
    assert trade.is_open is True
    freqtrade.wallets.update()

-    patch_get_signal(freqtrade, enter_long=False, exit_short=is_short, exit_long=not is_short)
+    patch_get_signal(freqtrade, enter_long=False, exit_short=is_short,
+                     exit_long=not is_short, exit_tag='sell_signal1')
    assert freqtrade.handle_trade(trade) is True
    assert trade.open_order_id == exit_order['id']

@@ -1967,6 +1976,7 @@ def test_handle_trade(
    assert trade.close_profit == close_profit
    assert trade.calc_profit() == 5.685
    assert trade.close_date is not None
+    assert trade.sell_reason == 'sell_signal1'


@pytest.mark.parametrize("is_short", [False, True])
@@ -2851,6 +2861,7 @@ def test_execute_trade_exit_up(default_conf_usdt, ticker_usdt, fee, ticker_usdt_
        'limit': 2.0 if is_short else 2.2,
        'amount': amt,
        'order_type': 'limit',
+        'buy_tag': None,
        'open_rate': open_rate,
        'current_rate': 2.01 if is_short else 2.3,
        'profit_amount': 0.29554455 if is_short else 5.685,
@@ -2906,6 +2917,7 @@ def test_execute_trade_exit_down(default_conf_usdt, ticker_usdt, fee, ticker_usd
        'limit': 2.2 if is_short else 2.01,
        'amount': 29.70297029 if is_short else 30.0,
        'order_type': 'limit',
+        'buy_tag': None,
        'open_rate': 2.02 if is_short else 2.0,
        'current_rate': 2.2 if is_short else 2.0,
        'profit_amount': -5.65990099 if is_short else -0.00075,
@@ -2980,6 +2992,7 @@ def test_execute_trade_exit_custom_exit_price(
        'limit': limit,
        'amount': amount,
        'order_type': 'limit',
+        'buy_tag': None,
        'open_rate': open_rate,
        'current_rate': current_rate,
        'profit_amount': profit_amount,
@@ -3043,6 +3056,7 @@ def test_execute_trade_exit_down_stoploss_on_exchange_dry_run(
        'limit': 2.02 if is_short else 1.98,
        'amount': 29.70297029 if is_short else 30.0,
        'order_type': 'limit',
+        'buy_tag': None,
        'open_rate': 2.02 if is_short else 2.0,
        'current_rate': 2.2 if is_short else 2.0,
        'profit_amount': -0.3 if is_short else -0.8985,
@@ -3295,6 +3309,7 @@ def test_execute_trade_exit_market_order(
        'limit': limit,
        'amount': round(amount, 9),
        'order_type': 'market',
+        'buy_tag': None,
        'open_rate': open_rate,
        'current_rate': current_rate,
        'profit_amount': profit_amount,
--- a/tests/test_persistence.py
+++ b/tests/test_persistence.py
@@ -2108,6 +2108,10 @@ def test_Trade_object_idem():
        'get_open_trades_without_assigned_fees',
        'get_open_order_trades',
        'get_trades',
+        'get_sell_reason_performance',
+        'get_buy_tag_performance',
+        'get_mix_tag_performance',
+
    )

    # Parent (LocalTrade) should have the same attributes