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Merge pull request #6874 from froggleston/buy_reasons

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Buy reasons
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Matthias
2022-06-15 19:06:00 +02:00
committed by GitHub
parent 3c62df6b86 e2e6c790be
commit ec40e79362
12 changed files with 828 additions and 20 deletions
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tests/data/test_entryexitanalysis.py Executable file
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import logging
from unittest.mock import MagicMock, PropertyMock
import pandas as pd
import pytest
from freqtrade.commands.analyze_commands import start_analysis_entries_exits
from freqtrade.commands.optimize_commands import start_backtesting
from freqtrade.enums import ExitType
from freqtrade.optimize.backtesting import Backtesting
from tests.conftest import get_args, patch_exchange, patched_configuration_load_config_file
@pytest.fixture(autouse=True)
def entryexitanalysis_cleanup() -> None:
yield None
Backtesting.cleanup()
def test_backtest_analysis_nomock(default_conf, mocker, caplog, testdatadir, tmpdir, capsys):
caplog.set_level(logging.INFO)
default_conf.update({
"use_exit_signal": True,
"exit_profit_only": False,
"exit_profit_offset": 0.0,
"ignore_roi_if_entry_signal": False,
})
patch_exchange(mocker)
result1 = pd.DataFrame({'pair': ['ETH/BTC', 'LTC/BTC', 'ETH/BTC', 'LTC/BTC'],
'profit_ratio': [0.025, 0.05, -0.1, -0.05],
'profit_abs': [0.5, 2.0, -4.0, -2.0],
'open_date': pd.to_datetime(['2018-01-29 18:40:00',
'2018-01-30 03:30:00',
'2018-01-30 08:10:00',
'2018-01-31 13:30:00', ], utc=True
),
'close_date': pd.to_datetime(['2018-01-29 20:45:00',
'2018-01-30 05:35:00',
'2018-01-30 09:10:00',
'2018-01-31 15:00:00', ], utc=True),
'trade_duration': [235, 40, 60, 90],
'is_open': [False, False, False, False],
'stake_amount': [0.01, 0.01, 0.01, 0.01],
'open_rate': [0.104445, 0.10302485, 0.10302485, 0.10302485],
'close_rate': [0.104969, 0.103541, 0.102041, 0.102541],
"is_short": [False, False, False, False],
'enter_tag': ["enter_tag_long_a",
"enter_tag_long_b",
"enter_tag_long_a",
"enter_tag_long_b"],
'exit_reason': [ExitType.ROI,
ExitType.EXIT_SIGNAL,
ExitType.STOP_LOSS,
ExitType.TRAILING_STOP_LOSS]
})
backtestmock = MagicMock(side_effect=[
{
'results': result1,
'config': default_conf,
'locks': [],
'rejected_signals': 20,
'timedout_entry_orders': 0,
'timedout_exit_orders': 0,
'canceled_trade_entries': 0,
'canceled_entry_orders': 0,
'replaced_entry_orders': 0,
'final_balance': 1000,
}
])
mocker.patch('freqtrade.plugins.pairlistmanager.PairListManager.whitelist',
PropertyMock(return_value=['ETH/BTC', 'LTC/BTC', 'DASH/BTC']))
mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', backtestmock)
patched_configuration_load_config_file(mocker, default_conf)
args = [
'backtesting',
'--config', 'config.json',
'--datadir', str(testdatadir),
'--user-data-dir', str(tmpdir),
'--timeframe', '5m',
'--timerange', '1515560100-1517287800',
'--export', 'signals',
'--cache', 'none',
]
args = get_args(args)
start_backtesting(args)
captured = capsys.readouterr()
assert 'BACKTESTING REPORT' in captured.out
assert 'EXIT REASON STATS' in captured.out
assert 'LEFT OPEN TRADES REPORT' in captured.out
base_args = [
'backtesting-analysis',
'--config', 'config.json',
'--datadir', str(testdatadir),
'--user-data-dir', str(tmpdir),
]
# test group 0 and indicator list
args = get_args(base_args +
['--analysis-groups', "0",
'--indicator-list', "close", "rsi", "profit_abs"]
)
start_analysis_entries_exits(args)
captured = capsys.readouterr()
assert 'LTC/BTC' in captured.out
assert 'ETH/BTC' in captured.out
assert 'enter_tag_long_a' in captured.out
assert 'enter_tag_long_b' in captured.out
assert 'exit_signal' in captured.out
assert 'roi' in captured.out
assert 'stop_loss' in captured.out
assert 'trailing_stop_loss' in captured.out
assert '0.5' in captured.out
assert '-4' in captured.out
assert '-2' in captured.out
assert '-3.5' in captured.out
assert '50' in captured.out
assert '0' in captured.out
assert '0.01616' in captured.out
assert '34.049' in captured.out
assert '0.104104' in captured.out
assert '47.0996' in captured.out
# test group 1
args = get_args(base_args + ['--analysis-groups', "1"])
start_analysis_entries_exits(args)
captured = capsys.readouterr()
assert 'enter_tag_long_a' in captured.out
assert 'enter_tag_long_b' in captured.out
assert 'total_profit_pct' in captured.out
assert '-3.5' in captured.out
assert '-1.75' in captured.out
assert '-7.5' in captured.out
assert '-3.75' in captured.out
assert '0' in captured.out
# test group 2
args = get_args(base_args + ['--analysis-groups', "2"])
start_analysis_entries_exits(args)
captured = capsys.readouterr()
assert 'enter_tag_long_a' in captured.out
assert 'enter_tag_long_b' in captured.out
assert 'exit_signal' in captured.out
assert 'roi' in captured.out
assert 'stop_loss' in captured.out
assert 'trailing_stop_loss' in captured.out
assert 'total_profit_pct' in captured.out
assert '-10' in captured.out
assert '-5' in captured.out
assert '2.5' in captured.out
# test group 3
args = get_args(base_args + ['--analysis-groups', "3"])
start_analysis_entries_exits(args)
captured = capsys.readouterr()
assert 'LTC/BTC' in captured.out
assert 'ETH/BTC' in captured.out
assert 'enter_tag_long_a' in captured.out
assert 'enter_tag_long_b' in captured.out
assert 'total_profit_pct' in captured.out
assert '-7.5' in captured.out
assert '-3.75' in captured.out
assert '-1.75' in captured.out
assert '0' in captured.out
assert '2' in captured.out
# test group 4
args = get_args(base_args + ['--analysis-groups', "4"])
start_analysis_entries_exits(args)
captured = capsys.readouterr()
assert 'LTC/BTC' in captured.out
assert 'ETH/BTC' in captured.out
assert 'enter_tag_long_a' in captured.out
assert 'enter_tag_long_b' in captured.out
assert 'exit_signal' in captured.out
assert 'roi' in captured.out
assert 'stop_loss' in captured.out
assert 'trailing_stop_loss' in captured.out
assert 'total_profit_pct' in captured.out
assert '-10' in captured.out
assert '-5' in captured.out
assert '-4' in captured.out
assert '0.5' in captured.out
assert '1' in captured.out
assert '2.5' in captured.out