# pragma pylint: disable=missing-docstring, W0212, line-too-long, C0103, C0330, unused-argument
import logging
from unittest.mock import MagicMock

import pytest

from freqtrade.data.history import get_timerange
from freqtrade.enums import ExitType, TradingMode
from freqtrade.optimize.backtesting import Backtesting
from freqtrade.persistence.trade_model import LocalTrade
from tests.conftest import EXMS, patch_exchange
from tests.optimize import (
    BTContainer,
    BTrade,
    _build_backtest_dataframe,
    _get_frame_time_from_offset,
    tests_timeframe,
)


# Test 0: exit with exit signal in candle 3
# Test with Stop-loss at 1%
tc0 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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, 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_exit_signal=True,
    trades=[BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=1, close_tick=4)],
)

# Test 1: Stop-Loss Triggered 1% loss
# Test with Stop-loss at 1%
tc1 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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, 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(exit_reason=ExitType.STOP_LOSS, open_tick=1, close_tick=2)],
)


# Test 2: Minus 4% Low, minus 1% close
# Test with Stop-Loss at 3%
tc2 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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(exit_reason=ExitType.STOP_LOSS, open_tick=1, close_tick=3)],
)


# Test 3: Multiple trades.
#         Candle drops 4%, Recovers 1%.
#         Entry Criteria Met
#         Candle drops 20%
#  Trade-A: Stop-Loss Triggered 2% Loss
#           Trade-B: Stop-Loss Triggered 2% Loss
tc3 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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, 4950, 4950, 6172, 0, 0],
    ],
    stop_loss=-0.02,
    roi={"0": 1},
    profit_perc=-0.04,
    trades=[
        BTrade(exit_reason=ExitType.STOP_LOSS, open_tick=1, close_tick=2),
        BTrade(exit_reason=ExitType.STOP_LOSS, open_tick=4, close_tick=5),
    ],
)

# Test 4: Minus 3% / recovery +15%
# Candle Data for test 3 - Candle drops 3% Closed 15% up
# Test with Stop-loss at 2% ROI 6%
# Stop-Loss Triggered 2% Loss
tc4 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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(exit_reason=ExitType.STOP_LOSS, open_tick=1, close_tick=2)],
)

# 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    EL XL ES Xs  BT
        [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, 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(exit_reason=ExitType.ROI, open_tick=1, close_tick=3)],
)

# Test 6: Drops 3% / Recovers 6% Positive / Closes 1% positive, Stop-Loss triggers 2% Loss
# stop-loss: 2% ROI: 5%
tc6 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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, 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(exit_reason=ExitType.STOP_LOSS, open_tick=1, close_tick=2)],
)

# Test 7: 6% Positive / 1% Negative / Close 1% Positive, ROI Triggers 3% Gain
# stop-loss: 2% ROI: 3%
tc7 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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, 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(exit_reason=ExitType.ROI, open_tick=1, close_tick=2)],
)


# 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    EL XL ES Xs  BT
        [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(exit_reason=ExitType.TRAILING_STOP_LOSS, open_tick=1, close_tick=3)],
)


# 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    EL XL ES Xs  BT
        [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(exit_reason=ExitType.TRAILING_STOP_LOSS, open_tick=1, close_tick=3)],
)

# Test 10: trailing_stop should raise so candle 3 causes a stoploss
# 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    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 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],
    ],
    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,
    trades=[BTrade(exit_reason=ExitType.STOP_LOSS, open_tick=1, close_tick=4)],
)

# Test 11: trailing_stop should raise so candle 3 causes a stoploss
# 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    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 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],
    ],
    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,
    trades=[BTrade(exit_reason=ExitType.TRAILING_STOP_LOSS, open_tick=1, close_tick=3)],
)

# Test 12: trailing_stop should raise in candle 2 and cause a stoploss in the same candle
# 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    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 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],
    ],
    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,
    trades=[BTrade(exit_reason=ExitType.TRAILING_STOP_LOSS, open_tick=1, close_tick=2)],
)

# Test 13: Enter and exit ROI on same candle
# stop-loss: 10% (should not apply), ROI: 1%
tc13 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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, 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(exit_reason=ExitType.ROI, open_tick=1, close_tick=1)],
)

# Test 14 - Enter and Stoploss on same candle
# stop-loss: 5%, ROI: 10% (should not apply)
tc14 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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, 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(exit_reason=ExitType.STOP_LOSS, open_tick=1, close_tick=1)],
)


# Test 15 - Enter and ROI on same candle, followed by entry and Stoploss on next candle
# stop-loss: 5%, ROI: 10% (should not apply)
tc15 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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, 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(exit_reason=ExitType.ROI, open_tick=1, close_tick=1),
        BTrade(exit_reason=ExitType.STOP_LOSS, open_tick=2, close_tick=2),
    ],
)

# Test 16: Enter, hold for 65 min, then forceexit using roi=-1
# Causes negative profit even though exit-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    EL XL ES Xs  BT
        [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],  # Forceexit on ROI (roi=-1)
        [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(exit_reason=ExitType.ROI, open_tick=1, close_tick=3)],
)

# Test 17: Enter, hold for 120 mins, then forceexit using roi=-1
# Causes negative profit even though exit-reason is ROI.
# stop-loss: 10%, ROI: 10% (should not apply), -100% after 100 minutes (limits trade duration)
# Uses open as exit-rate (special case) - since the roi-time is a multiple of the timeframe.
tc17 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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],  # Forceexit on ROI (roi=-1)
        [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(exit_reason=ExitType.ROI, open_tick=1, close_tick=3)],
)


# Test 18: Enter, hold for 120 mins, then drop ROI to 1%, causing an exit in candle 3.
# stop-loss: 10%, ROI: 10% (should not apply), -100% after 100 minutes (limits trade duration)
# uses open_rate as exit price
tc18 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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],  # Exit on ROI (exits on open)
        [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(exit_reason=ExitType.ROI, open_tick=1, close_tick=3)],
)

# Test 19: Enter, hold for 119 mins, then drop ROI to 1%, causing an exit in candle 3.
# stop-loss: 10%, ROI: 10% (should not apply), -100% after 100 minutes (limits trade duration)
# uses calculated ROI (1%) as exit rate, otherwise identical to tc18
tc19 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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],  # Exit on ROI
        [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(exit_reason=ExitType.ROI, open_tick=1, close_tick=3)],
)

# Test 20: Enter, hold for 119 mins, then drop ROI to 1%, causing an exit in candle 3.
# stop-loss: 10%, ROI: 10% (should not apply), -100% after 100 minutes (limits trade duration)
# uses calculated ROI (1%) as exit rate, otherwise identical to tc18
tc20 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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],  # Exit on ROI
        [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(exit_reason=ExitType.ROI, open_tick=1, close_tick=3)],
)

# Test 21: trailing_stop ROI collision.
# Roi should trigger before Trailing stop - otherwise Trailing stop profits can be > ROI
# which cannot happen in reality
# stop-loss: 10%, ROI: 4%, Trailing stop adjusted at the exit candle
tc21 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 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],
    ],
    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,
    trades=[BTrade(exit_reason=ExitType.ROI, open_tick=1, close_tick=2)],
)

# Test 22: trailing_stop Raises in candle 2 - but ROI applies at the same time.
# 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    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 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],
    ],
    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,
    trades=[BTrade(exit_reason=ExitType.ROI, open_tick=1, close_tick=2)],
)


# Test 23: trailing_stop Raises in candle 2 - but ROI applies at the same time.
# applying a positive trailing stop of 3% - ROI should apply before trailing stop.
# stop-loss: 10%, ROI: 4%, stoploss adjusted candle 2
tc23 = 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, 5050, 4900, 4900, 6172, 0, 0, 0, 0],
        [2, 4900, 4900, 4749, 4900, 6172, 0, 0, 0, 0],
        [3, 4850, 5050, 4650, 4750, 6172, 0, 0, 0, 0],
        [4, 4750, 4950, 4350, 4750, 6172, 0, 0, 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,
    trades=[BTrade(exit_reason=ExitType.ROI, open_tick=1, close_tick=2, is_short=True)],
)

# Test 24: trailing_stop Raises in candle 2 (does not trigger)
# applying a positive trailing stop of 3% since stop_positive_offset is reached.
# ROI is changed after this to 4%, dropping ROI below trailing_stop_positive, causing an exit
# in the candle after the raised stoploss candle with ROI reason.
# 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 exit)
tc24 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 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],
    ],
    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,
    trades=[BTrade(exit_reason=ExitType.ROI, open_tick=1, close_tick=3)],
)

# Test 25: Exit with exit signal in candle 3 (stoploss also triggers on this candle)
# Stoploss at 1%.
# Stoploss wins over exit-signal (because exit-signal is acted on in the next candle)
tc25 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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, 4986, 6172, 0, 0],
        [3, 5010, 5010, 4855, 5010, 6172, 0, 1],  # Triggers stoploss + exit-signal
        [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_exit_signal=True,
    trades=[BTrade(exit_reason=ExitType.STOP_LOSS, open_tick=1, close_tick=3)],
)

# Test 26: Exit with exit signal in candle 3 (stoploss also triggers on this candle)
# Stoploss at 1%.
# Exit-signal wins over stoploss
tc26 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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, 4986, 6172, 0, 0],
        [3, 5010, 5010, 4986, 5010, 6172, 0, 1],
        [4, 5010, 5010, 4855, 4995, 6172, 0, 0],  # Triggers stoploss + exit-signal acted on
        [5, 4995, 4995, 4950, 4950, 6172, 0, 0],
    ],
    stop_loss=-0.01,
    roi={"0": 1},
    profit_perc=0.002,
    use_exit_signal=True,
    trades=[BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=1, close_tick=4)],
)

# Test 27: (copy of test26 with leverage)
# Exit with exit signal in candle 3 (stoploss also triggers on this candle)
# Stoploss at 1%.
# exit-signal wins over stoploss
tc27 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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, 4986, 6172, 0, 0],
        [3, 5010, 5010, 4986, 5010, 6172, 0, 1],
        [4, 5010, 5010, 4855, 4995, 6172, 0, 0],  # Triggers stoploss + exit-signal acted on
        [5, 4995, 4995, 4950, 4950, 6172, 0, 0],
    ],
    stop_loss=-0.05,
    roi={"0": 1},
    profit_perc=0.002 * 5.0,
    use_exit_signal=True,
    leverage=5.0,
    trades=[BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=1, close_tick=4)],
)

# Test 28: (copy of test26 with leverage and as short)
# Exit with exit signal in candle 3 (stoploss also triggers on this candle)
# Stoploss at 1%.
# Exit-signal wins over stoploss
tc28 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [0, 5000, 5025, 4975, 4987, 6172, 0, 0, 1, 0],
        [1, 5000, 5025, 4975, 4987, 6172, 0, 0, 0, 0],  # enter trade (signal on last candle)
        [2, 4987, 5012, 4986, 4986, 6172, 0, 0, 0, 0],
        [3, 5010, 5010, 4986, 5010, 6172, 0, 0, 0, 1],
        [4, 4990, 5010, 4855, 4995, 6172, 0, 0, 0, 0],  # Triggers stoploss + exit-signal acted on
        [5, 4995, 4995, 4950, 4950, 6172, 0, 0, 0, 0],
    ],
    stop_loss=-0.05,
    roi={"0": 1},
    profit_perc=0.002 * 5.0,
    use_exit_signal=True,
    leverage=5.0,
    trades=[BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=1, close_tick=4, is_short=True)],
)
# Test 29: Exit with exit signal in candle 3 (ROI at signal candle)
# Stoploss at 10% (irrelevant), ROI at 5% (will trigger)
# Exit-signal wins over stoploss
tc29 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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, 4986, 6172, 0, 0],
        [3, 5010, 5251, 4986, 5010, 6172, 0, 1],  # Triggers ROI, exit-signal
        [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_exit_signal=True,
    trades=[BTrade(exit_reason=ExitType.ROI, open_tick=1, close_tick=3)],
)

# Test 30: Exit with exit signal in candle 3 (ROI at signal candle)
# Stoploss at 10% (irrelevant), ROI at 5% (will trigger) - Wins over exit-signal
tc30 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [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, 4986, 6172, 0, 0],
        [3, 5010, 5012, 4986, 5010, 6172, 0, 1],  # exit-signal
        [4, 5010, 5251, 4855, 4995, 6172, 0, 0],  # Triggers ROI, exit-signal acted on
        [5, 4995, 4995, 4950, 4950, 6172, 0, 0],
    ],
    stop_loss=-0.10,
    roi={"0": 0.05},
    profit_perc=0.002,
    use_exit_signal=True,
    trades=[BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=1, close_tick=4)],
)

# Test 31: trailing_stop should raise so candle 3 causes a stoploss
# Same case than tc11 - but candle 3 "gaps down" - the stoploss will be above the candle,
# therefore "open" will be used
# stop-loss: 10%, ROI: 10% (should not apply), stoploss adjusted candle 2
tc31 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 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],
    ],
    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,
    trades=[BTrade(exit_reason=ExitType.TRAILING_STOP_LOSS, open_tick=1, close_tick=3)],
)

# Test 32: (Short of test 31) trailing_stop should raise so candle 3 causes a stoploss
# Same case than tc11 - but candle 3 "gaps down" - the stoploss will be above the candle,
# therefore "open" will be used
# stop-loss: 10%, ROI: 10% (should not apply), stoploss adjusted candle 2
tc32 = 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, 5050, 4890, 4890, 6172, 0, 0, 0, 0],
        [2, 4890, 4890, 4749, 4890, 6172, 0, 0, 0, 0],
        [3, 5150, 5350, 4950, 4950, 6172, 0, 0, 0, 0],
        [4, 4750, 4950, 4350, 4750, 6172, 0, 0, 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,
    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
# high of stoploss candle.
# stop-loss: 10%, ROI: 10% (should not apply)
tc33 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
        [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],
    ],
    stop_loss=-0.10,
    roi={"0": 0.10},
    profit_perc=-0.02,
    trailing_stop=True,
    trailing_stop_positive=0.03,
    trades=[BTrade(exit_reason=ExitType.TRAILING_STOP_LOSS, open_tick=1, close_tick=2)],
)

# Test 34: trailing_stop should be triggered immediately on trade open candle.
# stop-loss: 10%, ROI: 10% (should not apply)
tc34 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
        [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],
    ],
    stop_loss=-0.10,
    roi={"0": 0.10},
    profit_perc=-0.01,
    trailing_stop=True,
    trailing_stop_positive=0.01,
    trades=[BTrade(exit_reason=ExitType.TRAILING_STOP_LOSS, open_tick=1, close_tick=1)],
)

# Test 35: trailing_stop should be triggered immediately on trade open candle.
# stop-loss: 10%, ROI: 10% (should not apply)
tc35 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
        [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],
    ],
    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,
    trades=[BTrade(exit_reason=ExitType.TRAILING_STOP_LOSS, open_tick=1, close_tick=1)],
)

# Test 36: trailing_stop should be triggered immediately on trade open candle.
# stop-loss: 1%, ROI: 10% (should not apply)
tc36 = 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 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(exit_reason=ExitType.TRAILING_STOP_LOSS, open_tick=1, close_tick=1)],
)

# Test 37: trailing_stop should be triggered immediately on trade open candle.
# stop-loss: 1%, ROI: 10% (should not apply)
tc37 = 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, 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],
    ],
    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(
            exit_reason=ExitType.TRAILING_STOP_LOSS,
            open_tick=1,
            close_tick=1,
            enter_tag="buy_signal_01",
        )
    ],
)
# Test 38: trailing_stop should be triggered immediately on trade open candle.
# copy of Test37 using shorts.
# stop-loss: 1%, ROI: 10% (should not apply)
tc38 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 0, 0, 1, 0, "short_signal_01"],
        [1, 5000, 5049, 4500, 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],
    ],
    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(
            exit_reason=ExitType.TRAILING_STOP_LOSS,
            open_tick=1,
            close_tick=1,
            enter_tag="short_signal_01",
            is_short=True,
        )
    ],
)

# Test 39: Custom-entry-price below all candles should timeout - so no trade happens.
tc39 = 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],  # timeout
        [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=0.0,
    custom_entry_price=4200,
    trades=[],
)

# Test 40: Custom-entry-price above all candles should have rate adjusted to "entry candle high"
tc40 = 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],  # Timeout
        [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,
    custom_entry_price=7200,
    trades=[BTrade(exit_reason=ExitType.STOP_LOSS, open_tick=1, close_tick=1)],
)

# Test 41: Custom-entry-price above all candles should have rate adjusted to "entry candle high"
tc41 = 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, 5500, 4951, 5000, 6172, 0, 0, 0, 0],  # Timeout
        [2, 4900, 5250, 4500, 5100, 6172, 0, 0, 0, 0],
        [3, 5100, 5100, 4650, 4750, 6172, 0, 0, 0, 0],
        [4, 4750, 4950, 4350, 4750, 6172, 0, 0, 0, 0],
    ],
    stop_loss=-0.01,
    roi={"0": 0.10},
    profit_perc=-0.01,
    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
# Would cause immediate ROI exit, but since the trade was entered
# below open, we treat this as cheating, and delay the exit by 1 candle.
# details: https://github.com/freqtrade/freqtrade/issues/6261
tc42 = 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, 4999, 6172, 0, 0],  # Enter and immediate ROI
        [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": 0.01},
    profit_perc=0.01,
    custom_entry_price=4952,
    trades=[BTrade(exit_reason=ExitType.ROI, open_tick=1, close_tick=2)],
)

# Test 43: Custom-entry-price around candle low
# Would cause immediate ROI exit below close
# details: https://github.com/freqtrade/freqtrade/issues/6261
tc43 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 0],
        [1, 5400, 5500, 4951, 5100, 6172, 0, 0],  # Enter and immediate ROI
        [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": 0.01},
    profit_perc=0.01,
    custom_entry_price=4952,
    trades=[BTrade(exit_reason=ExitType.ROI, open_tick=1, close_tick=1)],
)

# Test 44: Custom exit price below all candles
# Price adjusted to candle Low.
tc44 = 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],
        [2, 4900, 5250, 4900, 5100, 6172, 0, 1],  # exit - but timeout
        [3, 5100, 5100, 4950, 4950, 6172, 0, 0],
        [4, 5000, 5100, 4950, 4950, 6172, 0, 0],
    ],
    stop_loss=-0.10,
    roi={"0": 0.10},
    profit_perc=-0.01,
    use_exit_signal=True,
    custom_exit_price=4552,
    trades=[BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=1, close_tick=3)],
)

# Test 45: Custom exit price above all candles
# causes exit signal timeout
tc45 = 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],
        [2, 4950, 5250, 4900, 5100, 6172, 0, 1],  # exit - entry timeout
        [3, 5100, 5100, 4950, 4950, 6172, 0, 0],
        [4, 5000, 5100, 4950, 4950, 6172, 0, 0],
    ],
    stop_loss=-0.10,
    roi={"0": 0.10},
    profit_perc=0.0,
    use_exit_signal=True,
    custom_exit_price=6052,
    trades=[BTrade(exit_reason=ExitType.FORCE_EXIT, open_tick=1, close_tick=4)],
)

# Test 46: (Short of tc45) Custom short exit price above below candles
# causes exit signal timeout
tc46 = 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, 5000, 4951, 5000, 6172, 0, 0, 0, 0],
        [2, 4910, 5150, 4910, 5100, 6172, 0, 0, 0, 1],  # exit - entry timeout
        [3, 5100, 5100, 4950, 4950, 6172, 0, 0, 0, 0],
        [4, 5000, 5100, 4950, 4950, 6172, 0, 0, 0, 0],
    ],
    stop_loss=-0.10,
    roi={"0": 0.10},
    profit_perc=0.0,
    use_exit_signal=True,
    custom_exit_price=4700,
    trades=[BTrade(exit_reason=ExitType.FORCE_EXIT, open_tick=1, close_tick=4, is_short=True)],
)

# Test 47: Colliding long and short signal
tc47 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 0, 1, 0],
        [1, 5000, 5500, 4951, 5000, 6172, 0, 0, 0, 0],
        [2, 4900, 5250, 4900, 5100, 6172, 0, 0, 0, 0],
        [3, 5100, 5100, 4950, 4950, 6172, 0, 0, 0, 0],
        [4, 5000, 5100, 4950, 4950, 6172, 0, 0, 0, 0],
    ],
    stop_loss=-0.10,
    roi={"0": 0.10},
    profit_perc=0.0,
    use_exit_signal=True,
    trades=[],
)

# Test 48: Custom-entry-price below all candles - readjust order
tc48 = 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],  # timeout
        [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=-0.2,
    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)],
)


# Test 49: Custom-entry-price short above all candles - readjust order
tc49 = 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],  # timeout
        [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=-0.2,
    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)],
)

# Test 50: Custom-entry-price below all candles - readjust order cancels order
tc50 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 0],  # Enter long - place order
        [1, 5000, 5500, 4951, 5000, 6172, 0, 0],  # Order readjust - cancel order
        [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=0.0,
    use_exit_signal=True,
    timeout=1000,
    custom_entry_price=4200,
    adjust_entry_price=None,
    trades=[],
)

# Test 51: Custom-entry-price below all candles - readjust order leaves order in place and timeout.
tc51 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 0],  # Enter long - place order
        [1, 5000, 5500, 4951, 5000, 6172, 0, 0],  # Order readjust - replace order
        [2, 4900, 5250, 4500, 5100, 6172, 0, 0],  # Order readjust - maintain order
        [3, 5100, 5100, 4650, 4750, 6172, 0, 0],  # Timeout
        [4, 4750, 4950, 4350, 4750, 6172, 0, 0],
    ],
    stop_loss=-0.01,
    roi={"0": 0.10},
    profit_perc=0.0,
    use_exit_signal=True,
    timeout=60,
    custom_entry_price=4200,
    adjust_entry_price=4100,
    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={},
    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)],
)

# Test 54: Switch position from long to short
tc54 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 0, 0, 0],
        [1, 5000, 5000, 4951, 5000, 6172, 0, 0, 0, 0],
        [2, 4910, 5150, 4910, 5100, 6172, 0, 0, 1, 0],  # Enter short signal being ignored
        [3, 5100, 5100, 4950, 4950, 6172, 0, 1, 1, 0],  # exit - re-enter short
        [4, 5000, 5100, 4950, 4950, 6172, 0, 0, 0, 1],
        [5, 5000, 5100, 4950, 4950, 6172, 0, 0, 0, 0],
    ],
    stop_loss=-0.10,
    roi={"0": 0.10},
    profit_perc=0.00,
    use_exit_signal=True,
    trades=[
        BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=1, close_tick=4, is_short=False),
        BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=4, close_tick=5, is_short=True),
    ],
)

# Test 55: Switch position from short to long
tc55 = 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, 5000, 4951, 5000, 6172, 1, 0, 0, 0],  # Enter long signal being ignored
        [2, 4910, 5150, 4910, 5100, 6172, 1, 0, 0, 1],  # Exit - reenter long
        [3, 5100, 5100, 4950, 4950, 6172, 0, 0, 0, 0],
        [4, 5000, 5100, 4950, 4950, 6172, 0, 1, 0, 0],
        [5, 5000, 5100, 4950, 4950, 6172, 0, 0, 0, 0],
    ],
    stop_loss=-0.10,
    roi={"0": 0.10},
    profit_perc=-0.04,
    use_exit_signal=True,
    trades=[
        BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=1, close_tick=3, is_short=True),
        BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=3, close_tick=5, is_short=False),
    ],
)

# Test 56: Switch position from long to short
tc56 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 0, 0, 0],
        [1, 5000, 5000, 4951, 5000, 6172, 0, 0, 0, 0],
        [2, 4910, 5150, 4910, 5100, 6172, 0, 0, 1, 0],  # exit on stoploss - re-enter short
        [3, 5100, 5100, 4888, 4950, 6172, 0, 0, 0, 0],
        [4, 5000, 5100, 4950, 4950, 6172, 0, 0, 0, 1],
        [5, 5000, 5100, 4950, 4950, 6172, 0, 0, 0, 0],
    ],
    stop_loss=-0.02,
    roi={"0": 0.10},
    profit_perc=-0.0,
    use_exit_signal=True,
    trades=[
        BTrade(exit_reason=ExitType.STOP_LOSS, open_tick=1, close_tick=3, is_short=False),
        BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=3, close_tick=5, is_short=True),
    ],
)


# Test 57: Custom-entry-price for position adjustment which won't fill
# Causing the negative adjustment to cancel the unfilled order and exit partially
tc57 = BTContainer(
    data=[
        # D   O     H     L     C    V    EL XL ES Xs  BT
        [0, 5000, 5050, 4950, 5000, 6172, 1, 0, 0, 0],
        [1, 4598, 5200, 4498, 5000, 6172, 0, 0, 0, 0],
        [2, 4900, 5250, 4900, 5100, 6172, 0, 0, 0, 0],  # Enhance position, but won't fill
        [3, 5100, 5100, 4650, 4750, 6172, 0, 0, 0, 0],
        [4, 4750, 4950, 4650, 4750, 6172, 0, 0, 0, 0],
        [5, 4750, 4950, 4650, 4750, 6172, 0, 1, 0, 0],
        [6, 4750, 4950, 4650, 4750, 6172, 0, 0, 0, 0],
    ],
    stop_loss=-0.2,
    roi={"0": 0.50},
    profit_perc=0.033,
    use_exit_signal=True,
    timeout=1000,
    custom_entry_price=4600,
    adjust_trade_position=[
        None,
        0.001,
        None,
        -0.0001,  # Cancels the above unfilled order and exits partially
        None,
        None,
    ],
    trades=[
        BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=1, close_tick=6, is_short=False),
    ],
)

# Test 58: Custom-exit-price short - below all candles
tc58 = 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, 1],  # Exit - delayed
        [3, 5100, 5100, 4650, 4750, 6172, 0, 0, 0, 0],  #
        [4, 4750, 5100, 4350, 4750, 6172, 0, 0, 0, 0],
    ],
    stop_loss=-0.10,
    roi={"0": 1.00},
    profit_perc=-0.01,
    use_exit_signal=True,
    timeout=1000,
    custom_exit_price=4300,
    adjust_exit_price=5050,
    trades=[BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=1, close_tick=4, is_short=True)],
)

# Test 59: Custom-exit-price above all candles - readjust order
tc59 = 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],
        [2, 4900, 5250, 4500, 5100, 6172, 0, 1],  # exit
        [3, 5100, 5100, 4650, 4750, 6172, 0, 0],  # order readjust
        [4, 4750, 4950, 4350, 4750, 6172, 0, 0],
    ],
    stop_loss=-0.2,
    roi={"0": 0.10},
    profit_perc=-0.02,
    use_exit_signal=True,
    timeout=1000,
    custom_exit_price=5300,
    adjust_exit_price=4900,
    trades=[BTrade(exit_reason=ExitType.EXIT_SIGNAL, open_tick=1, close_tick=4, is_short=False)],
)


TESTS = [
    tc0,
    tc1,
    tc2,
    tc3,
    tc4,
    tc5,
    tc6,
    tc7,
    tc8,
    tc9,
    tc10,
    tc11,
    tc12,
    tc13,
    tc14,
    tc15,
    tc16,
    tc17,
    tc18,
    tc19,
    tc20,
    tc21,
    tc22,
    tc23,
    tc24,
    tc25,
    tc26,
    tc27,
    tc28,
    tc29,
    tc30,
    tc31,
    tc32,
    tc33,
    tc34,
    tc35,
    tc36,
    tc37,
    tc38,
    tc39,
    tc40,
    tc41,
    tc42,
    tc43,
    tc44,
    tc45,
    tc46,
    tc47,
    tc48,
    tc49,
    tc50,
    tc51,
    tc52,
    tc53,
    tc54,
    tc55,
    tc56,
    tc57,
    tc58,
    tc59,
]


@pytest.mark.parametrize("data", TESTS)
def test_backtest_results(default_conf, mocker, caplog, data: BTContainer) -> None:
    """
    run functional tests
    """
    default_conf["stoploss"] = data.stop_loss
    default_conf["minimal_roi"] = data.roi
    default_conf["timeframe"] = tests_timeframe
    default_conf["trailing_stop"] = data.trailing_stop
    default_conf["trailing_only_offset_is_reached"] = data.trailing_only_offset_is_reached
    if data.timeout:
        default_conf["unfilledtimeout"].update(
            {
                "entry": data.timeout,
                "exit": data.timeout,
            }
        )
    # Only add this to configuration If it's necessary
    if data.trailing_stop_positive is not None:
        default_conf["trailing_stop_positive"] = data.trailing_stop_positive
    default_conf["trailing_stop_positive_offset"] = data.trailing_stop_positive_offset
    default_conf["use_exit_signal"] = data.use_exit_signal
    default_conf["max_open_trades"] = 10

    patch_exchange(mocker)
    mocker.patch(f"{EXMS}.get_fee", return_value=0.0)
    mocker.patch(f"{EXMS}.get_min_pair_stake_amount", return_value=0.00001)
    mocker.patch(f"{EXMS}.get_max_pair_stake_amount", return_value=float("inf"))
    mocker.patch(f"{EXMS}.get_max_leverage", return_value=100)
    mocker.patch(f"{EXMS}.calculate_funding_fees", return_value=0)
    frame = _build_backtest_dataframe(data.data)
    backtesting = Backtesting(default_conf)
    # TODO: Should we initialize this properly??
    backtesting.trading_mode = TradingMode.MARGIN
    backtesting._set_strategy(backtesting.strategylist[0])
    backtesting._can_short = True
    backtesting.required_startup = 0
    backtesting.strategy.advise_entry = lambda a, m: frame
    backtesting.strategy.advise_exit = lambda a, m: frame
    if data.custom_entry_price:
        backtesting.strategy.custom_entry_price = MagicMock(return_value=data.custom_entry_price)
    if data.custom_exit_price:
        backtesting.strategy.custom_exit_price = MagicMock(return_value=data.custom_exit_price)
    if data.adjust_trade_position:
        backtesting.strategy.position_adjustment_enable = True
        backtesting.strategy.adjust_trade_position = MagicMock(
            side_effect=data.adjust_trade_position
        )
    if data.adjust_entry_price:
        backtesting.strategy.adjust_entry_price = MagicMock(return_value=data.adjust_entry_price)
    if data.adjust_exit_price:
        backtesting.strategy.adjust_exit_price = MagicMock(return_value=data.adjust_exit_price)

    backtesting.strategy.use_custom_stoploss = data.use_custom_stoploss
    backtesting.strategy.leverage = lambda **kwargs: data.leverage
    caplog.set_level(logging.DEBUG)

    pair = "UNITTEST/BTC"
    # Dummy data as we mock the analyze functions
    data_processed = {pair: frame.copy()}
    min_date, max_date = get_timerange({pair: frame})
    result = backtesting.backtest(
        processed=data_processed,
        start_date=min_date,
        end_date=max_date,
    )

    results = result["results"]
    assert len(results) == len(data.trades)
    assert round(results["profit_ratio"].sum(), 3) == round(data.profit_perc, 3)

    for c, trade in enumerate(data.trades):
        res: BTrade = results.iloc[c]
        assert res.exit_reason == trade.exit_reason.value
        assert res.enter_tag == trade.enter_tag
        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
    assert len(LocalTrade.bt_trades) == len(data.trades)
    assert len(LocalTrade.bt_trades_open) == 0, "Left open trade"
    backtesting.cleanup()
    del backtesting