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DataFreeOpen Source
DATAHUB
Open-source data catalog for discovery, lineage, and governance
Apache-2.0
ABOUT
As organizations scale their data and AI infrastructure, teams lose track of what datasets exist, where they come from, how they're transformed, and who owns them — leading to duplicated efforts, untrustworthy data, and compliance gaps. DataHub provides a unified metadata platform that automatically ingests schemas, profiles, lineage, and ownership from data warehouses, lakes, BI tools, and ML pipelines. Engineers and analysts can search for datasets, trace column-level lineage upstream to source systems and downstream to dashboards, and enforce data ownership policies.
INSTALL
pip install acryl-datahubINTEGRATION GUIDE
1. Discover available datasets across the organization with search filters by source, owner, and data domain
2. Trace column-level lineage from a dashboard metric back through transformations to the source database
3. Enforce data governance by documenting ownership, classification, and deprecation status for every dataset
4. Monitor pipeline health with observability hooks that flag schema changes, data quality issues, and staleness
TAGS
data-catalogmetadatalineagegovernancedata-discoverydata-pipeline