DMAta
DMAta is a modular software framework intended to support end-to-end data workflows, including ingestion, metadata management, transformation, analytics, and governance. The term is used in various contexts to describe platforms that unify data assets and analytical processes.
Core components include a data ingestion layer, a metadata catalog, a processing engine for batch and streaming
Key features include metadata management and data lineage, data quality checks, schema evolution, versioning, security, and
Governance and compliance aspects include policy-driven access controls, data masking, audit logging, and retention policies. DMAta-like
Use cases range from modern data lakes and warehouses to scientific data management, enterprise reporting, and
Notes: In this article, DMAta is presented as a hypothetical, illustrative framework used to discuss common