01Automates primary key validation and data quality testing for new providers
02Includes standardized templates for registries, loaders, and sample data generation
03Provides storage abstraction for uniform Parquet output with metadata sidecars
04Supports both local paths and Google Cloud Storage (GCS) through consistent helpers
05Implements the Registry Pattern for central mapping of datasets to loader functions
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