Aggregate data by simply combining all sources without any checks for consistency or integrity.

Implement data aggregation by aligning data from different sources based on common keys, validating data consistency through checksums and integrity through schema validation.

Avoid aggregation if data sources have different schemas.

Aggregate data by randomly selecting data from each source to create a new dataset.