Mollyhe feature store v3#5578
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- Add feature_store_functions_report.md documenting all 63 functions across feature_store module (excluding feature_processor) - Add comprehensive unit tests for get_feature_group_as_dataframe: * Session handling (provided, from region, from role) * Error cases (missing session/region, missing event_time) * Latest ingestion logic with event time * Query string manipulation and table placeholder * Verbose and silent logging modes * Kwargs passing to as_dataframe - Add comprehensive unit tests for prepare_fg_from_dataframe_or_file: * DataFrame and file path input handling * Session/region/role configuration * Record ID creation and validation * Event ID creation with timestamp * Duplicate record detection * Column name formatting * CSV kwargs passing * Feature definition loading
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