stable/tests/freqai/test_freqai_backtesting.py

from copy import deepcopy
from datetime import datetime, timezone
from pathlib import Path
from unittest.mock import MagicMock, PropertyMock

import pytest

from freqtrade.commands.optimize_commands import start_backtesting
from freqtrade.exceptions import OperationalException
from freqtrade.optimize.backtesting import Backtesting
from tests.conftest import (CURRENT_TEST_STRATEGY, get_args, log_has_re, patch_exchange,
                            patched_configuration_load_config_file)


def test_freqai_backtest_start_backtest_list(freqai_conf, mocker, testdatadir):
    patch_exchange(mocker)

    mocker.patch('freqtrade.plugins.pairlistmanager.PairListManager.whitelist',
                 PropertyMock(return_value=['HULUMULU/USDT', 'XRP/USDT']))
    # mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', backtestmock)

    patched_configuration_load_config_file(mocker, freqai_conf)

    args = [
        'backtesting',
        '--config', 'config.json',
        '--datadir', str(testdatadir),
        '--strategy-path', str(Path(__file__).parents[1] / 'strategy/strats'),
        '--timeframe', '1h',
        '--strategy-list', CURRENT_TEST_STRATEGY
    ]
    args = get_args(args)
    with pytest.raises(OperationalException,
                       match=r"You can't use strategy_list and freqai at the same time\."):
        start_backtesting(args)


def test_freqai_backtest_load_data(freqai_conf, mocker, caplog):
    patch_exchange(mocker)

    now = datetime.now(timezone.utc)
    mocker.patch('freqtrade.plugins.pairlistmanager.PairListManager.whitelist',
                 PropertyMock(return_value=['HULUMULU/USDT', 'XRP/USDT']))
    mocker.patch('freqtrade.optimize.backtesting.history.load_data')
    mocker.patch('freqtrade.optimize.backtesting.history.get_timerange', return_value=(now, now))
    backtesting = Backtesting(deepcopy(freqai_conf))
    backtesting.load_bt_data()

    assert log_has_re('Increasing startup_candle_count for freqai to.*', caplog)

    del freqai_conf['freqai']['startup_candles']
    backtesting = Backtesting(freqai_conf)
    with pytest.raises(OperationalException,
                       match=r'FreqAI backtesting module.*startup_candles in config.'):
        backtesting.load_bt_data()

    Backtesting.cleanup()