2022-01-04 11:44:35 +01:00
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2022-01-26 23:22:43 +01:00
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from data_loader.types import DataCollection
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2022-01-04 11:44:35 +01:00
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def hash_data_config(data_config: dict) -> str:
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def hash_data_collection(data_collection: DataCollection) -> str: return ''.join([a[0] + a[1] for a in data_collection])
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def hash_feature_extractors(feature_extractos) -> str: return ''.join([f[0] for f in feature_extractos])
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def to_str(x): return ''.join([str(i) for i in x])
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return '_'.join(to_str([
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hash_data_collection(data_config['assets']),
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hash_data_collection(data_config['other_assets']),
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hash_data_collection(data_config['exogenous_data']),
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data_config['target_asset'][0] + data_config['target_asset'][1],
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data_config['load_non_target_asset'],
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hash_feature_extractors(data_config['own_features']),
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hash_feature_extractors(data_config['other_features']),
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hash_feature_extractors(data_config['exogenous_features']),
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]))
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