Caching¶ Reference¶ Caching logic Caching Behavior @cache decorator Logging Adapter Quirks and limitations Data versioning hash_bytes() hash_mapping() hash_none() hash_numpy_array() hash_pandas_obj() hash_polars_column() hash_polars_dataframe() hash_primitive() hash_repr() hash_sequence() hash_set() hash_unordered_mapping() hash_value() set_max_depth() Stores stores.base stores.file stores.sqlite stores.memory