diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py index e7af5eab8..f6122c5aa 100644 --- a/freqtrade/data/btanalysis.py +++ b/freqtrade/data/btanalysis.py @@ -30,7 +30,7 @@ BT_DATA_COLUMNS = ['pair', 'stake_amount', 'amount', 'open_date', 'close_date', 'fee_open', 'fee_close', 'trade_duration', 'profit_ratio', 'profit_abs', 'sell_reason', 'initial_stop_loss_abs', 'initial_stop_loss_ratio', 'stop_loss_abs', - 'stop_loss_ratio', 'min_rate', 'max_rate', 'is_open', ] + 'stop_loss_ratio', 'min_rate', 'max_rate', 'is_open', 'buy_signal_name'] def get_latest_optimize_filename(directory: Union[Path, str], variant: str) -> str: diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py index 7fdc70e70..843d3331e 100644 --- a/freqtrade/optimize/backtesting.py +++ b/freqtrade/optimize/backtesting.py @@ -453,6 +453,8 @@ class Backtesting: row_index = indexes[pair] try: row = data[pair][row_index] + print('weeee') + print(row) except IndexError: # missing Data for one pair at the end. # Warnings for this are shown during data loading diff --git a/tests/optimize/__init__.py b/tests/optimize/__init__.py index ca91019e6..f77e6f70f 100644 --- a/tests/optimize/__init__.py +++ b/tests/optimize/__init__.py @@ -18,6 +18,7 @@ class BTrade(NamedTuple): sell_reason: SellType open_tick: int close_tick: int + buy_signal_name: Optional[str] = '' class BTContainer(NamedTuple): @@ -43,7 +44,7 @@ def _get_frame_time_from_offset(offset): def _build_backtest_dataframe(data): - columns = ['date', 'open', 'high', 'low', 'close', 'volume', 'buy', 'sell'] + columns = ['date', 'open', 'high', 'low', 'close', 'volume', 'buy', 'sell', 'buy_signal_name'] frame = DataFrame.from_records(data, columns=columns) frame['date'] = frame['date'].apply(_get_frame_time_from_offset) diff --git a/tests/optimize/test_backtest_detail.py b/tests/optimize/test_backtest_detail.py index 0bf197739..46c8e303d 100644 --- a/tests/optimize/test_backtest_detail.py +++ b/tests/optimize/test_backtest_detail.py @@ -14,13 +14,13 @@ from tests.optimize import (BTContainer, BTrade, _build_backtest_dataframe, # Test 0: Sell with signal sell in candle 3 # Test with Stop-loss at 1% 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]], + # D O H L C V B S SN + [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, '']], 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)] ) @@ -28,13 +28,13 @@ tc0 = BTContainer(data=[ # Test 1: Stop-Loss Triggered 1% loss # Test with Stop-loss at 1% tc1 = 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, 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]], + # D O H L C V B S SN + [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, '']], stop_loss=-0.01, roi={"0": 1}, profit_perc=-0.01, trades=[BTrade(sell_reason=SellType.STOP_LOSS, open_tick=1, close_tick=2)] ) @@ -43,13 +43,13 @@ tc1 = BTContainer(data=[ # Test 2: Minus 4% Low, minus 1% close # Test with Stop-Loss at 3% tc2 = 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, 4962, 4975, 6172, 0, 0], - [3, 4975, 5000, 4800, 4962, 6172, 0, 0], # exit with stoploss hit - [4, 4962, 4987, 4937, 4950, 6172, 0, 0], - [5, 4950, 4975, 4925, 4950, 6172, 0, 0]], + # D O H L C V B S SN + [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, 4962, 4975, 6172, 0, 0, ''], + [3, 4975, 5000, 4800, 4962, 6172, 0, 0, ''], # exit with stoploss hit + [4, 4962, 4987, 4937, 4950, 6172, 0, 0, ''], + [5, 4950, 4975, 4925, 4950, 6172, 0, 0, '']], stop_loss=-0.03, roi={"0": 1}, profit_perc=-0.03, trades=[BTrade(sell_reason=SellType.STOP_LOSS, open_tick=1, close_tick=3)] ) @@ -62,14 +62,14 @@ tc2 = BTContainer(data=[ # Trade-A: Stop-Loss Triggered 2% Loss # Trade-B: Stop-Loss Triggered 2% Loss tc3 = 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, 4800, 4975, 6172, 0, 0], # exit with stoploss hit - [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]], + # D O H L C V B S SN + [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, 4800, 4975, 6172, 0, 0, ''], # exit with stoploss hit + [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, '']], 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)] @@ -80,13 +80,13 @@ tc3 = BTContainer(data=[ # Test with Stop-loss at 2% ROI 6% # Stop-Loss Triggered 2% Loss tc4 = 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, 5750, 4850, 5750, 6172, 0, 0], # Exit with stoploss hit - [3, 4975, 5000, 4950, 4962, 6172, 0, 0], - [4, 4962, 4987, 4937, 4950, 6172, 0, 0], - [5, 4950, 4975, 4925, 4950, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5025, 4975, 4987, 6172, 1, 0, ''], + [1, 5000, 5025, 4975, 4987, 6172, 0, 0, ''], # enter trade (signal on last candle) + [2, 4987, 5750, 4850, 5750, 6172, 0, 0, ''], # Exit with stoploss hit + [3, 4975, 5000, 4950, 4962, 6172, 0, 0, ''], + [4, 4962, 4987, 4937, 4950, 6172, 0, 0, ''], + [5, 4950, 4975, 4925, 4950, 6172, 0, 0, '']], stop_loss=-0.02, roi={"0": 0.06}, profit_perc=-0.02, trades=[BTrade(sell_reason=SellType.STOP_LOSS, open_tick=1, close_tick=2)] ) @@ -94,13 +94,13 @@ tc4 = BTContainer(data=[ # Test 5: Drops 0.5% Closes +20%, ROI triggers 3% Gain # stop-loss: 1%, ROI: 3% tc5 = BTContainer(data=[ - # D O H L C V B S - [0, 5000, 5025, 4980, 4987, 6172, 1, 0], - [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], - [5, 4950, 4975, 4925, 4950, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5025, 4980, 4987, 6172, 1, 0, ''], + [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, ''], + [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)] ) @@ -108,13 +108,13 @@ tc5 = BTContainer(data=[ # Test 6: Drops 3% / Recovers 6% Positive / Closes 1% positve, Stop-Loss triggers 2% Loss # stop-loss: 2% ROI: 5% tc6 = 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, 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], - [5, 4950, 4975, 4925, 4950, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5025, 4975, 4987, 6172, 1, 0, ''], + [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, ''], + [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)] ) @@ -122,13 +122,13 @@ tc6 = BTContainer(data=[ # Test 7: 6% Positive / 1% Negative / Close 1% Positve, ROI Triggers 3% Gain # stop-loss: 2% ROI: 3% tc7 = 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], - [2, 4987, 5300, 4950, 5050, 6172, 0, 0], - [3, 4975, 5000, 4950, 4962, 6172, 0, 0], - [4, 4962, 4987, 4972, 4950, 6172, 0, 0], - [5, 4950, 4975, 4925, 4950, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5025, 4975, 4987, 6172, 1, 0, ''], + [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, ''], + [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)] ) @@ -137,12 +137,12 @@ tc7 = BTContainer(data=[ # Test 8: trailing_stop should raise so candle 3 causes a stoploss. # stop-loss: 10%, ROI: 10% (should not apply), stoploss adjusted in candle 2 tc8 = BTContainer(data=[ - # D O H L C V B S - [0, 5000, 5050, 4950, 5000, 6172, 1, 0], - [1, 5000, 5050, 4950, 5000, 6172, 0, 0], - [2, 5000, 5250, 4750, 4850, 6172, 0, 0], - [3, 4850, 5050, 4650, 4750, 6172, 0, 0], - [4, 4750, 4950, 4350, 4750, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5050, 4950, 5000, 6172, 1, 0, ''], + [1, 5000, 5050, 4950, 5000, 6172, 0, 0, ''], + [2, 5000, 5250, 4750, 4850, 6172, 0, 0, ''], + [3, 4850, 5050, 4650, 4750, 6172, 0, 0, ''], + [4, 4750, 4950, 4350, 4750, 6172, 0, 0, '']], stop_loss=-0.10, roi={"0": 0.10}, profit_perc=-0.055, trailing_stop=True, trades=[BTrade(sell_reason=SellType.TRAILING_STOP_LOSS, open_tick=1, close_tick=3)] ) @@ -151,12 +151,12 @@ tc8 = BTContainer(data=[ # Test 9: trailing_stop should raise - high and low in same candle. # stop-loss: 10%, ROI: 10% (should not apply), stoploss adjusted in candle 3 tc9 = BTContainer(data=[ - # D O H L C V B S - [0, 5000, 5050, 4950, 5000, 6172, 1, 0], - [1, 5000, 5050, 4950, 5000, 6172, 0, 0], - [2, 5000, 5050, 4950, 5000, 6172, 0, 0], - [3, 5000, 5200, 4550, 4850, 6172, 0, 0], - [4, 4750, 4950, 4350, 4750, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5050, 4950, 5000, 6172, 1, 0, ''], + [1, 5000, 5050, 4950, 5000, 6172, 0, 0, ''], + [2, 5000, 5050, 4950, 5000, 6172, 0, 0, ''], + [3, 5000, 5200, 4550, 4850, 6172, 0, 0, ''], + [4, 4750, 4950, 4350, 4750, 6172, 0, 0, '']], stop_loss=-0.10, roi={"0": 0.10}, profit_perc=-0.064, trailing_stop=True, trades=[BTrade(sell_reason=SellType.TRAILING_STOP_LOSS, open_tick=1, close_tick=3)] ) @@ -165,12 +165,12 @@ tc9 = BTContainer(data=[ # without applying trailing_stop_positive since stoploss_offset is at 10%. # stop-loss: 10%, ROI: 10% (should not apply), stoploss adjusted candle 2 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], - [2, 5100, 5251, 5100, 5100, 6172, 0, 0], - [3, 4850, 5050, 4650, 4750, 6172, 0, 0], - [4, 4750, 4950, 4350, 4750, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5050, 4950, 5000, 6172, 1, 0, ''], + [1, 5000, 5050, 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, '']], stop_loss=-0.10, roi={"0": 0.10}, profit_perc=-0.1, trailing_stop=True, trailing_only_offset_is_reached=True, trailing_stop_positive_offset=0.10, trailing_stop_positive=0.03, @@ -181,12 +181,12 @@ tc10 = BTContainer(data=[ # applying a positive trailing stop of 3% since stop_positive_offset is reached. # stop-loss: 10%, ROI: 10% (should not apply), stoploss adjusted candle 2 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], - [2, 5100, 5251, 5100, 5100, 6172, 0, 0], - [3, 5000, 5150, 4650, 4750, 6172, 0, 0], - [4, 4750, 4950, 4350, 4750, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5050, 4950, 5000, 6172, 1, 0, ''], + [1, 5000, 5050, 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, '']], stop_loss=-0.10, roi={"0": 0.10}, profit_perc=0.019, trailing_stop=True, trailing_only_offset_is_reached=True, trailing_stop_positive_offset=0.05, trailing_stop_positive=0.03, @@ -197,12 +197,12 @@ tc11 = BTContainer(data=[ # applying a positive trailing stop of 3% since stop_positive_offset is reached. # stop-loss: 10%, ROI: 10% (should not apply), stoploss adjusted candle 2 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], - [2, 5100, 5251, 4650, 5100, 6172, 0, 0], - [3, 4850, 5050, 4650, 4750, 6172, 0, 0], - [4, 4750, 4950, 4350, 4750, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5050, 4950, 5000, 6172, 1, 0, ''], + [1, 5000, 5050, 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, '']], stop_loss=-0.10, roi={"0": 0.10}, profit_perc=0.019, trailing_stop=True, trailing_only_offset_is_reached=True, trailing_stop_positive_offset=0.05, trailing_stop_positive=0.03, @@ -212,12 +212,12 @@ tc12 = BTContainer(data=[ # Test 13: Buy and sell ROI on same candle # stop-loss: 10% (should not apply), ROI: 1% tc13 = BTContainer(data=[ - # D O H L C V B S - [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]], + # D O H L C V B S SN + [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, '']], stop_loss=-0.10, roi={"0": 0.01}, profit_perc=0.01, trades=[BTrade(sell_reason=SellType.ROI, open_tick=1, close_tick=1)] ) @@ -225,12 +225,12 @@ tc13 = BTContainer(data=[ # Test 14 - Buy and Stoploss on same candle # stop-loss: 5%, ROI: 10% (should not apply) tc14 = BTContainer(data=[ - # D O H L C V B S - [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], - [4, 4750, 4950, 4350, 4750, 6172, 0, 0]], + # D O H L C V B S SN + [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, ''], + [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)] ) @@ -239,12 +239,12 @@ tc14 = BTContainer(data=[ # Test 15 - Buy and ROI on same candle, followed by buy and Stoploss on next candle # stop-loss: 5%, ROI: 10% (should not apply) tc15 = BTContainer(data=[ - # D O H L C V B S - [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], - [4, 4750, 4950, 4350, 4750, 6172, 0, 0]], + # D O H L C V B S SN + [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, ''], + [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), BTrade(sell_reason=SellType.STOP_LOSS, open_tick=2, close_tick=2)] @@ -254,13 +254,13 @@ tc15 = BTContainer(data=[ # Causes negative profit even though sell-reason is ROI. # stop-loss: 10%, ROI: 10% (should not apply), -100% after 65 minutes (limits trade duration) tc16 = 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], - [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], - [5, 4950, 4975, 4925, 4950, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5025, 4975, 4987, 6172, 1, 0, ''], + [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, ''], + [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)] ) @@ -270,13 +270,13 @@ tc16 = BTContainer(data=[ # stop-loss: 10%, ROI: 10% (should not apply), -100% after 100 minutes (limits trade duration) # Uses open as sell-rate (special case) - since the roi-time is a multiple of the timeframe. tc17 = 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], - [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], - [5, 4950, 4975, 4925, 4950, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5025, 4975, 4987, 6172, 1, 0, ''], + [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, ''], + [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)] ) @@ -286,13 +286,13 @@ tc17 = BTContainer(data=[ # stop-loss: 10%, ROI: 10% (should not apply), -100% after 100 minutes (limits trade duration) # uses open_rate as sell-price tc18 = 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], - [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], - [5, 4950, 4975, 4925, 4950, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5025, 4975, 4987, 6172, 1, 0, ''], + [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, ''], + [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)] ) @@ -301,13 +301,13 @@ tc18 = BTContainer(data=[ # stop-loss: 10%, ROI: 10% (should not apply), -100% after 100 minutes (limits trade duration) # uses calculated ROI (1%) as sell rate, otherwise identical to tc18 tc19 = 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], - [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]], + # D O H L C V B S SN + [0, 5000, 5025, 4975, 4987, 6172, 1, 0, ''], + [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, '']], 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)] ) @@ -316,13 +316,13 @@ tc19 = BTContainer(data=[ # stop-loss: 10%, ROI: 10% (should not apply), -100% after 100 minutes (limits trade duration) # uses calculated ROI (1%) as sell rate, otherwise identical to tc18 tc20 = 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], - [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]], + # D O H L C V B S SN + [0, 5000, 5025, 4975, 4987, 6172, 1, 0, ''], + [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, '']], 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)] ) @@ -332,12 +332,12 @@ tc20 = BTContainer(data=[ # which cannot happen in reality # stop-loss: 10%, ROI: 4%, Trailing stop adjusted at the sell candle 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], - [2, 5100, 5251, 4650, 5100, 6172, 0, 0], - [3, 4850, 5050, 4650, 4750, 6172, 0, 0], - [4, 4750, 4950, 4350, 4750, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5050, 4950, 5000, 6172, 1, 0, ''], + [1, 5000, 5050, 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, '']], stop_loss=-0.10, roi={"0": 0.04}, profit_perc=0.04, trailing_stop=True, trailing_only_offset_is_reached=True, trailing_stop_positive_offset=0.05, trailing_stop_positive=0.03, @@ -348,12 +348,12 @@ tc21 = BTContainer(data=[ # applying a positive trailing stop of 3% - ROI should apply before trailing stop. # stop-loss: 10%, ROI: 4%, stoploss adjusted candle 2 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], - [2, 5100, 5251, 5100, 5100, 6172, 0, 0], - [3, 4850, 5050, 4650, 4750, 6172, 0, 0], - [4, 4750, 4950, 4350, 4750, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5050, 4950, 5000, 6172, 1, 0, ''], + [1, 5000, 5050, 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, '']], stop_loss=-0.10, roi={"0": 0.04}, profit_perc=0.04, trailing_stop=True, trailing_only_offset_is_reached=True, trailing_stop_positive_offset=0.05, trailing_stop_positive=0.03, @@ -367,12 +367,12 @@ tc22 = BTContainer(data=[ # Stoploss would trigger in this candle too, but it's no longer relevant. # stop-loss: 10%, ROI: 4%, stoploss adjusted candle 2, ROI adjusted in candle 3 (causing the sell) 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], - [2, 5100, 5251, 5100, 5100, 6172, 0, 0], - [3, 4850, 5251, 4650, 4750, 6172, 0, 0], - [4, 4750, 4950, 4350, 4750, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5050, 4950, 5000, 6172, 1, 0, ''], + [1, 5000, 5050, 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, '']], stop_loss=-0.10, roi={"0": 0.1, "119": 0.03}, profit_perc=0.03, trailing_stop=True, trailing_only_offset_is_reached=True, trailing_stop_positive_offset=0.05, trailing_stop_positive=0.03, @@ -383,13 +383,13 @@ tc23 = BTContainer(data=[ # Stoploss at 1%. # Stoploss wins over Sell-signal (because sell-signal is acted on in the next candle) 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]], + # D O H L C V B S SN + [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, '']], 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)] ) @@ -398,13 +398,13 @@ tc24 = BTContainer(data=[ # Stoploss at 1%. # Sell-signal wins over stoploss 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]], + # D O H L C V B S SN + [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, '']], 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)] ) @@ -413,13 +413,13 @@ tc25 = BTContainer(data=[ # Stoploss at 10% (irrelevant), ROI at 5% (will trigger) # Sell-signal wins over stoploss 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], - [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]], + # D O H L C V B S SN + [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, 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, '']], 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)] ) @@ -429,13 +429,13 @@ tc26 = BTContainer(data=[ # TODO: figure out if sell-signal should win over ROI # Sell-signal wins over stoploss 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], - [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]], + # D O H L C V B S SN + [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, 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, '']], 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)] ) @@ -445,12 +445,12 @@ tc27 = BTContainer(data=[ # therefore "open" will be used # stop-loss: 10%, ROI: 10% (should not apply), stoploss adjusted candle 2 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], - [2, 5100, 5251, 5100, 5100, 6172, 0, 0], - [3, 4850, 5050, 4650, 4750, 6172, 0, 0], - [4, 4750, 4950, 4350, 4750, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5050, 4950, 5000, 6172, 1, 0, ''], + [1, 5000, 5050, 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, '']], stop_loss=-0.10, roi={"0": 0.10}, profit_perc=-0.03, trailing_stop=True, trailing_only_offset_is_reached=True, trailing_stop_positive_offset=0.05, trailing_stop_positive=0.03, @@ -461,12 +461,12 @@ tc28 = BTContainer(data=[ # high of stoploss candle. # stop-loss: 10%, ROI: 10% (should not apply) 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) - [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]], + # D O H L C V B S SN + [0, 5000, 5050, 4950, 5000, 6172, 1, 0, ''], + [1, 5000, 5050, 5000, 4900, 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, '']], stop_loss=-0.10, roi={"0": 0.10}, profit_perc=-0.02, trailing_stop=True, trailing_stop_positive=0.03, trades=[BTrade(sell_reason=SellType.TRAILING_STOP_LOSS, open_tick=1, close_tick=2)] @@ -475,12 +475,12 @@ tc29 = BTContainer(data=[ # Test 30: trailing_stop should be triggered immediately on trade open candle. # stop-loss: 10%, ROI: 10% (should not apply) 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 - [2, 4900, 5250, 4500, 5100, 6172, 0, 0], - [3, 5100, 5100, 4650, 4750, 6172, 0, 0], - [4, 4750, 4950, 4350, 4750, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5050, 4950, 5000, 6172, 1, 0, ''], + [1, 5000, 5500, 5000, 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, '']], stop_loss=-0.10, roi={"0": 0.10}, profit_perc=-0.01, trailing_stop=True, trailing_stop_positive=0.01, trades=[BTrade(sell_reason=SellType.TRAILING_STOP_LOSS, open_tick=1, close_tick=1)] @@ -489,12 +489,12 @@ tc30 = BTContainer(data=[ # Test 31: trailing_stop should be triggered immediately on trade open candle. # stop-loss: 10%, ROI: 10% (should not apply) 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 - [2, 4900, 5250, 4500, 5100, 6172, 0, 0], - [3, 5100, 5100, 4650, 4750, 6172, 0, 0], - [4, 4750, 4950, 4350, 4750, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5050, 4950, 5000, 6172, 1, 0, ''], + [1, 5000, 5500, 5000, 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, '']], stop_loss=-0.10, roi={"0": 0.10}, profit_perc=0.01, trailing_stop=True, trailing_only_offset_is_reached=True, trailing_stop_positive_offset=0.02, trailing_stop_positive=0.01, @@ -504,18 +504,33 @@ tc31 = BTContainer(data=[ # Test 32: trailing_stop should be triggered immediately on trade open candle. # stop-loss: 1%, ROI: 10% (should not apply) 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 - [2, 4900, 5250, 4500, 5100, 6172, 0, 0], - [3, 5100, 5100, 4650, 4750, 6172, 0, 0], - [4, 4750, 4950, 4350, 4750, 6172, 0, 0]], + # D O H L C V B S SN + [0, 5000, 5050, 4950, 5000, 6172, 1, 0, ''], + [1, 5000, 5500, 5000, 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, '']], stop_loss=-0.01, roi={"0": 0.10}, profit_perc=-0.01, trailing_stop=True, trailing_only_offset_is_reached=True, trailing_stop_positive_offset=0.02, trailing_stop_positive=0.01, use_custom_stoploss=True, trades=[BTrade(sell_reason=SellType.TRAILING_STOP_LOSS, open_tick=1, close_tick=1)] ) +# Test 33: trailing_stop should be triggered immediately on trade open candle. +# stop-loss: 1%, ROI: 10% (should not apply) +tc33 = BTContainer(data=[ + # D O H L C V B S SN + [0, 5000, 5050, 4950, 5000, 6172, 1, 0, 'buy_signal_01'], + [1, 5000, 5500, 5000, 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, '']], + stop_loss=-0.01, roi={"0": 0.10}, profit_perc=-0.01, trailing_stop=True, + trailing_only_offset_is_reached=True, trailing_stop_positive_offset=0.02, + trailing_stop_positive=0.01, use_custom_stoploss=True, + trades=[BTrade(sell_reason=SellType.TRAILING_STOP_LOSS, open_tick=1, close_tick=1, buy_signal_name='buy_signal_01')] +) + TESTS = [ tc0, tc1, @@ -550,6 +565,7 @@ TESTS = [ tc30, tc31, tc32, + tc33, ] @@ -598,5 +614,6 @@ def test_backtest_results(default_conf, fee, mocker, caplog, data) -> None: for c, trade in enumerate(data.trades): res = results.iloc[c] assert res.sell_reason == trade.sell_reason.value + assert res.buy_signal_name == trade.buy_signal_name assert res.open_date == _get_frame_time_from_offset(trade.open_tick) assert res.close_date == _get_frame_time_from_offset(trade.close_tick)