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69 lines
2.4 KiB
Python
69 lines
2.4 KiB
Python
import datetime
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import shutil
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from pathlib import Path
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import pytest
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from freqtrade.exceptions import OperationalException
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from tests.freqai.conftest import get_patched_data_kitchen
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@pytest.mark.parametrize(
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"timerange, train_period_days, expected_result",
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[
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("20220101-20220201", 30, "20211202-20220201"),
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("20220301-20220401", 15, "20220214-20220401"),
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],
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)
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def test_create_fulltimerange(
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timerange, train_period_days, expected_result, freqai_conf, mocker, caplog
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):
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dk = get_patched_data_kitchen(mocker, freqai_conf)
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assert dk.create_fulltimerange(timerange, train_period_days) == expected_result
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shutil.rmtree(Path(dk.full_path))
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def test_create_fulltimerange_incorrect_backtest_period(mocker, freqai_conf):
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dk = get_patched_data_kitchen(mocker, freqai_conf)
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with pytest.raises(OperationalException, match=r"backtest_period_days must be an integer"):
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dk.create_fulltimerange("20220101-20220201", 0.5)
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with pytest.raises(OperationalException, match=r"backtest_period_days must be positive"):
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dk.create_fulltimerange("20220101-20220201", -1)
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shutil.rmtree(Path(dk.full_path))
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@pytest.mark.parametrize(
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"timerange, train_period_days, backtest_period_days, expected_result",
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[
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("20220101-20220201", 30, 7, 9),
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("20220101-20220201", 30, 0.5, 120),
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("20220101-20220201", 10, 1, 80),
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],
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)
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def test_split_timerange(
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mocker, freqai_conf, timerange, train_period_days, backtest_period_days, expected_result
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):
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freqai_conf.update({"timerange": "20220101-20220401"})
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dk = get_patched_data_kitchen(mocker, freqai_conf)
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tr_list, bt_list = dk.split_timerange(timerange, train_period_days, backtest_period_days)
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assert len(tr_list) == len(bt_list) == expected_result
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with pytest.raises(
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OperationalException, match=r"train_period_days must be an integer greater than 0."
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):
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dk.split_timerange("20220101-20220201", -1, 0.5)
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shutil.rmtree(Path(dk.full_path))
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@pytest.mark.parametrize(
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"timestamp, expected",
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[
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(datetime.datetime.now(tz=datetime.timezone.utc).timestamp() - 7200, True),
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(datetime.datetime.now(tz=datetime.timezone.utc).timestamp(), False),
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],
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)
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def test_check_if_model_expired(mocker, freqai_conf, timestamp, expected):
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dk = get_patched_data_kitchen(mocker, freqai_conf)
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assert dk.check_if_model_expired(timestamp) == expected
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shutil.rmtree(Path(dk.full_path))
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