Rename some methods, improve some testing
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462c35cf75
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@ -78,7 +78,7 @@ def _generate_result_line(result: DataFrame, max_open_trades: int, first_column:
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}
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def generate_pair_results(data: Dict[str, Dict], stake_currency: str, max_open_trades: int,
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def generate_pair_metrics(data: Dict[str, Dict], stake_currency: str, max_open_trades: int,
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results: DataFrame, skip_nan: bool = False) -> List[Dict]:
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"""
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Generates and returns a list for the given backtest data and the results dataframe
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@ -184,7 +184,7 @@ def generate_text_table_sell_reason(sell_reason_stats: List[Dict[str, Any]],
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return tabulate(output, headers=headers, tablefmt="orgtbl", stralign="right")
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def generate_strategy_summary(stake_currency: str, max_open_trades: int,
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def generate_strategy_metrics(stake_currency: str, max_open_trades: int,
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all_results: Dict) -> List[Dict]:
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"""
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Generate summary per strategy
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@ -249,12 +249,12 @@ def generate_edge_table(results: dict) -> str:
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def show_backtest_results(config: Dict, btdata: Dict[str, DataFrame],
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all_results: Dict[str, DataFrame]):
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for strategy, results in all_results.items():
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pair_results = generate_pair_results(btdata, stake_currency=config['stake_currency'],
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pair_results = generate_pair_metrics(btdata, stake_currency=config['stake_currency'],
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max_open_trades=config['max_open_trades'],
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results=results, skip_nan=False)
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sell_reason_stats = generate_sell_reason_stats(max_open_trades=config['max_open_trades'],
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results=results)
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left_open_results = generate_pair_results(btdata, stake_currency=config['stake_currency'],
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left_open_results = generate_pair_metrics(btdata, stake_currency=config['stake_currency'],
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max_open_trades=config['max_open_trades'],
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results=results.loc[results['open_at_end']],
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skip_nan=True)
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@ -282,7 +282,7 @@ def show_backtest_results(config: Dict, btdata: Dict[str, DataFrame],
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if len(all_results) > 1:
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# Print Strategy summary table
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strategy_results = generate_strategy_summary(stake_currency=config['stake_currency'],
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strategy_results = generate_strategy_metrics(stake_currency=config['stake_currency'],
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max_open_trades=config['max_open_trades'],
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all_results=all_results)
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@ -665,9 +665,9 @@ def test_backtest_start_multi_strat(default_conf, mocker, caplog, testdatadir):
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mocker.patch.multiple('freqtrade.optimize.optimize_reports',
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generate_text_table=gen_table_mock,
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generate_text_table_strategy=gen_strattable_mock,
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generate_pair_results=MagicMock(),
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generate_pair_metrics=MagicMock(),
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generate_sell_reason_stats=sell_reason_mock,
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generate_strategy_summary=gen_strat_summary,
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generate_strategy_metrics=gen_strat_summary,
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)
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patched_configuration_load_config_file(mocker, default_conf)
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@ -712,3 +712,92 @@ def test_backtest_start_multi_strat(default_conf, mocker, caplog, testdatadir):
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for line in exists:
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assert log_has(line, caplog)
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@pytest.mark.filterwarnings("ignore:deprecated")
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def test_backtest_start_multi_strat_nomock(default_conf, mocker, caplog, testdatadir, capsys):
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patch_exchange(mocker)
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backtestmock = MagicMock(side_effect=[
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pd.DataFrame({'pair': ['XRP/BTC', 'LTC/BTC'],
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'profit_percent': [0.0, 0.0],
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'profit_abs': [0.0, 0.0],
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'open_time': pd.to_datetime(['2018-01-29 18:40:00',
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'2018-01-30 03:30:00', ], utc=True
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),
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'close_time': pd.to_datetime(['2018-01-29 20:45:00',
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'2018-01-30 05:35:00', ], utc=True),
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'open_index': [78, 184],
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'close_index': [125, 192],
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'trade_duration': [235, 40],
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'open_at_end': [False, False],
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'open_rate': [0.104445, 0.10302485],
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'close_rate': [0.104969, 0.103541],
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'sell_reason': [SellType.ROI, SellType.ROI]
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}),
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pd.DataFrame({'pair': ['XRP/BTC', 'LTC/BTC', 'ETH/BTC'],
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'profit_percent': [0.03, 0.01, 0.1],
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'profit_abs': [0.01, 0.02, 0.2],
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'open_time': pd.to_datetime(['2018-01-29 18:40:00',
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'2018-01-30 03:30:00',
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'2018-01-30 05:30:00'], utc=True
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),
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'close_time': pd.to_datetime(['2018-01-29 20:45:00',
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'2018-01-30 05:35:00',
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'2018-01-30 08:30:00'], utc=True),
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'open_index': [78, 184, 185],
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'close_index': [125, 224, 205],
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'trade_duration': [47, 40, 20],
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'open_at_end': [False, False, False],
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'open_rate': [0.104445, 0.10302485, 0.122541],
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'close_rate': [0.104969, 0.103541, 0.123541],
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'sell_reason': [SellType.ROI, SellType.ROI, SellType.STOP_LOSS]
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}),
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])
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mocker.patch('freqtrade.pairlist.pairlistmanager.PairListManager.whitelist',
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PropertyMock(return_value=['UNITTEST/BTC']))
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mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', backtestmock)
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patched_configuration_load_config_file(mocker, default_conf)
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args = [
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'backtesting',
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'--config', 'config.json',
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'--datadir', str(testdatadir),
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'--strategy-path', str(Path(__file__).parents[1] / 'strategy/strats'),
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'--ticker-interval', '1m',
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'--timerange', '1510694220-1510700340',
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'--enable-position-stacking',
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'--disable-max-market-positions',
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'--strategy-list',
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'DefaultStrategy',
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'TestStrategyLegacy',
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]
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args = get_args(args)
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start_backtesting(args)
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# check the logs, that will contain the backtest result
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exists = [
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'Parameter -i/--ticker-interval detected ... Using ticker_interval: 1m ...',
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'Ignoring max_open_trades (--disable-max-market-positions was used) ...',
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'Parameter --timerange detected: 1510694220-1510700340 ...',
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f'Using data directory: {testdatadir} ...',
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'Using stake_currency: BTC ...',
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'Using stake_amount: 0.001 ...',
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'Loading data from 2017-11-14T20:57:00+00:00 '
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'up to 2017-11-14T22:58:00+00:00 (0 days)..',
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'Backtesting with data from 2017-11-14T21:17:00+00:00 '
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'up to 2017-11-14T22:58:00+00:00 (0 days)..',
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'Parameter --enable-position-stacking detected ...',
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'Running backtesting for Strategy DefaultStrategy',
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'Running backtesting for Strategy TestStrategyLegacy',
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]
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for line in exists:
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assert log_has(line, caplog)
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captured = capsys.readouterr()
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assert 'BACKTESTING REPORT' in captured.out
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assert 'SELL REASON STATS' in captured.out
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assert 'LEFT OPEN TRADES REPORT' in captured.out
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assert 'STRATEGY SUMMARY' in captured.out
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@ -6,8 +6,8 @@ from arrow import Arrow
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from freqtrade.edge import PairInfo
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from freqtrade.optimize.optimize_reports import (
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generate_pair_results, generate_edge_table, generate_sell_reason_stats,
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generate_text_table, generate_text_table_sell_reason, generate_strategy_summary,
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generate_pair_metrics, generate_edge_table, generate_sell_reason_stats,
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generate_text_table, generate_text_table_sell_reason, generate_strategy_metrics,
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generate_text_table_strategy, store_backtest_result)
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from freqtrade.strategy.interface import SellType
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from tests.conftest import patch_exchange
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@ -38,13 +38,13 @@ def test_generate_text_table(default_conf, mocker):
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' 15.00 | 0:20:00 | 2 | 0 | 0 |'
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)
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pair_results = generate_pair_results(data={'ETH/BTC': {}}, stake_currency='BTC',
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pair_results = generate_pair_metrics(data={'ETH/BTC': {}}, stake_currency='BTC',
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max_open_trades=2, results=results)
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assert generate_text_table(pair_results,
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stake_currency='BTC') == result_str
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def test_generate_pair_results(default_conf, mocker):
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def test_generate_pair_metrics(default_conf, mocker):
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results = pd.DataFrame(
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{
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@ -58,7 +58,7 @@ def test_generate_pair_results(default_conf, mocker):
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}
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)
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pair_results = generate_pair_results(data={'ETH/BTC': {}}, stake_currency='BTC',
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pair_results = generate_pair_metrics(data={'ETH/BTC': {}}, stake_currency='BTC',
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max_open_trades=2, results=results)
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assert isinstance(pair_results, list)
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assert len(pair_results) == 2
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@ -174,7 +174,7 @@ def test_generate_text_table_strategy(default_conf, mocker):
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' 45.00 | 0:20:00 | 3 | 0 | 0 |'
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)
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strategy_results = generate_strategy_summary(stake_currency='BTC',
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strategy_results = generate_strategy_metrics(stake_currency='BTC',
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max_open_trades=2,
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all_results=results)
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