Add backtest_detail test for futures
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@ -19,12 +19,12 @@ from freqtrade.data.btanalysis import BT_DATA_COLUMNS, evaluate_result_multi
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from freqtrade.data.converter import clean_ohlcv_dataframe
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from freqtrade.data.dataprovider import DataProvider
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from freqtrade.data.history import get_timerange
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from freqtrade.enums import ExitType, RunMode
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from freqtrade.enums import CandleType, ExitType, RunMode
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from freqtrade.exceptions import DependencyException, OperationalException
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from freqtrade.exchange.exchange import timeframe_to_next_date
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from freqtrade.optimize.backtest_caching import get_strategy_run_id
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from freqtrade.optimize.backtesting import Backtesting
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from freqtrade.persistence import LocalTrade
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from freqtrade.persistence import LocalTrade, Trade
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from freqtrade.resolvers import StrategyResolver
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from tests.conftest import (CURRENT_TEST_STRATEGY, get_args, log_has, log_has_re, patch_exchange,
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patched_configuration_load_config_file)
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@ -846,6 +846,95 @@ def test_backtest_one_detail(default_conf_usdt, fee, mocker, testdatadir, use_de
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assert late_entry > 0
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@pytest.mark.parametrize('use_detail', [True, False])
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def test_backtest_one_detail_futures(
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default_conf_usdt, fee, mocker, testdatadir, use_detail) -> None:
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default_conf_usdt['use_exit_signal'] = False
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default_conf_usdt['trading_mode'] = 'futures'
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default_conf_usdt['margin_mode'] = 'isolated'
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default_conf_usdt['candle_type_def'] = CandleType.FUTURES
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mocker.patch('freqtrade.exchange.Exchange.get_fee', fee)
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mocker.patch("freqtrade.exchange.Exchange.get_min_pair_stake_amount", return_value=0.00001)
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mocker.patch("freqtrade.exchange.Exchange.get_max_pair_stake_amount", return_value=float('inf'))
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mocker.patch('freqtrade.plugins.pairlistmanager.PairListManager.whitelist',
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PropertyMock(return_value=['XRP/USDT:USDT']))
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mocker.patch("freqtrade.exchange.Exchange.get_maintenance_ratio_and_amt",
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return_value=(0.01, 0.01))
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default_conf_usdt['timeframe'] = '1h'
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if use_detail:
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default_conf_usdt['timeframe_detail'] = '5m'
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patch_exchange(mocker)
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def advise_entry(df, *args, **kwargs):
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# Mock function to force several entries
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df.loc[(df['rsi'] < 40), 'enter_long'] = 1
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return df
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def custom_entry_price(proposed_rate, **kwargs):
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return proposed_rate * 0.997
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default_conf_usdt['max_open_trades'] = 10
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backtesting = Backtesting(default_conf_usdt)
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backtesting._set_strategy(backtesting.strategylist[0])
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backtesting.strategy.populate_entry_trend = advise_entry
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backtesting.strategy.custom_entry_price = custom_entry_price
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pair = 'XRP/USDT:USDT'
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# Pick a timerange adapted to the pair we use to test
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timerange = TimeRange.parse_timerange('20211117-20211119')
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data = history.load_data(datadir=Path(testdatadir), timeframe='1h', pairs=[pair],
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timerange=timerange, candle_type=CandleType.FUTURES)
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backtesting.load_bt_data_detail()
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processed = backtesting.strategy.advise_all_indicators(data)
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min_date, max_date = get_timerange(processed)
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result = backtesting.backtest(
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processed=deepcopy(processed),
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start_date=min_date,
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end_date=max_date,
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)
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results = result['results']
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assert not results.empty
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# Timeout settings from default_conf = entry: 10, exit: 30
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assert len(results) == (5 if use_detail else 2)
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assert 'orders' in results.columns
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data_pair = processed[pair]
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data_1m_pair = backtesting.detail_data[pair] if use_detail else pd.DataFrame()
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late_entry = 0
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for _, t in results.iterrows():
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assert len(t['orders']) == 2
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entryo = t['orders'][0]
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entry_ts = datetime.fromtimestamp(entryo['order_filled_timestamp'] // 1000, tz=timezone.utc)
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if entry_ts > t['open_date']:
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late_entry += 1
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# Get "entry fill" candle
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ln = (data_1m_pair.loc[data_1m_pair["date"] == entry_ts]
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if use_detail else data_pair.loc[data_pair["date"] == entry_ts])
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# Check open trade rate aligns to open rate
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assert not ln.empty
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assert round(ln.iloc[0]["low"], 6) <= round(
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t["open_rate"], 6) <= round(ln.iloc[0]["high"], 6)
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# check close trade rate aligns to close rate or is between high and low
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ln1 = data_pair.loc[data_pair["date"] == t["close_date"]]
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if use_detail:
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ln1_1m = data_1m_pair.loc[data_1m_pair["date"] == t["close_date"]]
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assert not ln1.empty or not ln1_1m.empty
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else:
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assert not ln1.empty
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ln2 = ln1_1m if ln1.empty else ln1
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assert (round(ln2.iloc[0]["low"], 6) <= round(
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t["close_rate"], 6) <= round(ln2.iloc[0]["high"], 6))
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assert -0.0181 < Trade.trades[1].funding_fees < -0.01
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# assert late_entry > 0
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def test_backtest_timedout_entry_orders(default_conf, fee, mocker, testdatadir) -> None:
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# This strategy intentionally places unfillable orders.
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default_conf['strategy'] = 'StrategyTestV3CustomEntryPrice'
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