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[Vertex AI] Add anyOf support to Schema #14708

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Merged
merged 16 commits into from
Apr 16, 2025
Merged

[Vertex AI] Add anyOf support to Schema #14708

merged 16 commits into from
Apr 16, 2025

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andrewheard
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@andrewheard andrewheard commented Apr 11, 2025

Added support for Schema.anyOf(...), which is a Schema representing a value that must conform to any (one or more) of the provided sub-schemas. See #14647 for context.

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@paulb777 paulb777 added this to the 11.12.0 - M163 milestone Apr 15, 2025
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Code Review

This pull request introduces support for the anyOf schema, enhancing the flexibility of data generation with Vertex AI. The changes include modifications to the DataType enum, Schema class, and the addition of a new integration test. Overall, the implementation appears well-structured and addresses the intended functionality.

Summary of Findings

  • Documentation Clarity: The documentation for the anyOf schema could be enhanced to explicitly state the behavior when multiple sub-schemas are valid against the generated data. Clarifying the selection process or prioritization would improve user understanding.
  • Error Handling: The anyOf function includes a fatalError if the schemas array is empty. While this prevents invalid configurations, consider providing a more graceful error handling mechanism, such as throwing an exception, to allow for more flexible error management in client code.
  • Test Coverage: The integration test covers the basic functionality of the anyOf schema. Expanding the test suite to include edge cases, such as nested anyOf schemas or combinations with other schema constraints, would improve the robustness of the implementation.

Merge Readiness

The pull request is well-structured and introduces a valuable feature. However, addressing the documentation clarity and error handling concerns would enhance the overall quality and usability of the code. While the integration test provides a good starting point, expanding the test suite to cover edge cases would further improve the robustness of the implementation. I am unable to approve this pull request, and recommend that another reviewer does so after the suggestions have been addressed. I recommend that the pull request not be merged until the high severity issues are addressed (at a minimum).

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Still test failures to resolve.

@andrewheard andrewheard marked this pull request as ready for review April 16, 2025 01:10
@andrewheard andrewheard requested a review from paulb777 April 16, 2025 01:10
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Great set of unit tests. Thanks!

@paulb777 paulb777 merged commit 6c236d8 into main Apr 16, 2025
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@paulb777 paulb777 deleted the ah/vertex-schema-anyof branch April 16, 2025 03:26
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