Real ChatGPT answer · index seed18lQXYKUG74completeB2B software · data and analytics platformscommercial
Are there any viable open source alternatives to enterprise data catalog tools that help track schema drift across multiple data lakes?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any viable open source alternatives to enterprise data catalog tools that help track schema drift across multiple data lakes?
5 real searches · 1 real-search pass
open source data catalog schema change detection schema evolution multiple data lakes OpenMetadata DataHub 2026Google ↗
OBSERVED
OpenMetadata schema change events ingestion connectors data lakes documentationGoogle ↗
OBSERVED
DataHub schema metadata change detection ingestion data lakes documentationGoogle ↗
OBSERVED
Apache Atlas schema versioning metadata change notifications documentationGoogle ↗
OBSERVED
lakeFS schema evolution data lake schema validation open sourceGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 5 queries…
Searches and sources
ChatGPT5 real searches · gpt-6
open source data catalog schema change detection schema evolution multiple data lakes OpenMetadata DataHub 2026 Google ↗
OpenMetadata schema change events ingestion connectors data lakes documentation Google ↗
DataHub schema metadata change detection ingestion data lakes documentation Google ↗
Apache Atlas schema versioning metadata change notifications documentation Google ↗
lakeFS schema evolution data lake schema validation open source Google ↗
- Open Source Metadata Management · solutions.datahub.com
- Ingestion Framework · docs.datahub.com
- Handling Schema Evolution and Breaking Changes · support.datahub.com
- Website · datahubproject.io
- Documentation · docs.datahub.com
- Change Events · docs.open-metadata.org
- Change Event · openmetadatastandards.org
- Open Source Data Catalog Tools in 2026 · datatrail.ai
- Website · open-metadata.org
- Documentation · docs.open-metadata.org
- Website · atlas.apache.org
- GitHub · github.com
- Website · gravitino.apache.org
- GitHub · github.com
- OpenLineage · openlineage.io
- Marquez · marquezproject.ai
- Open-source Catalog & governance: 6 projects compared (2026) · stackscape.org
- lakeFS · opensourcetools.org
- FAQ · docs.lakefs.io
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source data catalog schema change detection schema evolution multiple data lakes OpenMetadata DataHub 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
OpenMetadata schema change events ingestion connectors data lakes documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
DataHub schema metadata change detection ingestion data lakes documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Apache Atlas schema versioning metadata change notifications documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
lakeFS schema evolution data lake schema validation open source OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |