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feat(databricks zerobus): add new databricks_zerobus for Databricks ingestion#24840

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feat(databricks zerobus): add new databricks_zerobus for Databricks ingestion#24840
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@flaviofcruz flaviofcruz commented Mar 3, 2026

Summary

Databricks provides a Zerobus ingest connect, a push based API that writes data directly into Unity Catalog Delta tables. This PR introduces a new vector sink that integrates with Databricks, allowing Vector to push data into Databricks.

We currently support two main APIs:

  • Row based ingestion: we ingest protocol buffers.
  • Column based ingestion: we ingest arrow batches. This is similar to what the clickhouse sink does.

With row based ingestion, we extended the BatchSerializerConfig to support a batch serializer that creates vector's of protocol buffer bytes. This makes the second option for doing batch serialization, along arrow batch.

In both situations, we allow users to either specify the schema of the target table explicitly through a protocol buffer descriptor or by using Unity Catalog to dynamically fetch the schema.

Vector configuration

How did you test this PR?

Change Type

  • Bug fix
  • New feature
  • Dependencies
  • Non-functional (chore, refactoring, docs)
  • Performance

Is this a breaking change?

  • Yes
  • No

Does this PR include user facing changes?

  • Yes. Please add a changelog fragment based on our guidelines.
  • No. A maintainer will apply the no-changelog label to this PR.

References

Notes

  • Please read our Vector contributor resources.
  • Do not hesitate to use @vectordotdev/vector to reach out to us regarding this PR.
  • Some CI checks run only after we manually approve them.
    • We recommend adding a pre-push hook, please see this template.
    • Alternatively, we recommend running the following locally before pushing to the remote branch:
      • make fmt
      • make check-clippy (if there are failures it's possible some of them can be fixed with make clippy-fix)
      • make test
  • After a review is requested, please avoid force pushes to help us review incrementally.
    • Feel free to push as many commits as you want. They will be squashed into one before merging.
    • For example, you can run git merge origin master and git push.
  • If this PR introduces changes Vector dependencies (modifies Cargo.lock), please
    run make build-licenses to regenerate the license inventory and commit the changes (if any). More details here.

@github-actions github-actions bot added domain: sinks Anything related to the Vector's sinks domain: external docs Anything related to Vector's external, public documentation labels Mar 3, 2026
@flaviofcruz flaviofcruz changed the title feat(databricks zerobus): add new databricks_zerobus for ingesting da… feat(databricks zerobus): add new databricks_zerobus for Databricks ingestion Mar 3, 2026
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