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Move base tf logic to config validation
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@ -355,6 +355,13 @@ def _validate_freqai_include_timeframes(conf: Dict[str, Any]) -> None:
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f"Main timeframe of {main_tf} must be smaller or equal to FreqAI "
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f"`include_timeframes`.Offending include-timeframes: {', '.join(offending_lines)}")
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# Ensure that the base timeframe is included in the include_timeframes list
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if main_tf not in freqai_include_timeframes:
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feature_parameters = conf.get('freqai', {}).get('feature_parameters', {})
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include_timeframes = [main_tf] + freqai_include_timeframes
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conf.get('freqai', {}).get('feature_parameters', {}) \
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.update({**feature_parameters, 'include_timeframes': include_timeframes})
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def _validate_freqai_backtest(conf: Dict[str, Any]) -> None:
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if conf.get('runmode', RunMode.OTHER) == RunMode.BACKTEST:
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@ -1046,8 +1046,13 @@ def test__validate_freqai_include_timeframes(default_conf, caplog) -> None:
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# Validation pass
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conf.update({'timeframe': '1m'})
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validate_config_consistency(conf)
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conf.update({'analyze_per_epoch': True})
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# Ensure base timeframe is in include_timeframes
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conf['freqai']['feature_parameters']['include_timeframes'] = ["5m", "15m"]
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validate_config_consistency(conf)
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assert conf['freqai']['feature_parameters']['include_timeframes'] == ["1m", "5m", "15m"]
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conf.update({'analyze_per_epoch': True})
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with pytest.raises(OperationalException,
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match=r"Using analyze-per-epoch .* not supported with a FreqAI strategy."):
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validate_config_consistency(conf)
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