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3.0.0: Improved ranking

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@MarleneKress79789 MarleneKress79789 released this 07 Nov 10:50
· 21 commits to main since this release
07c8e3f

Summary

In this release, we added a return_ranks and a rank column to some UDFs,
to improve the flexibility in building Pipelines using the Exasol Transformers Extension.

BREAKING CHANGES:

  • The Sequence-Classification UDF's (single text, text pair) now require a return_ranks input Column, which is used
    to determine how many results per input should be returned.
  • The Sequence-Classification UDF's (single text, text pair) now return a rank column with the rank of the results.
  • The Zero-Shot-Classification UDF now require a return_ranks input Column, which is used to determine how many
    results per input should be returned.

Please refer to the user guide for Details.

Features

  • #329: Added return_ranks to Zero-Shot-Classification UDF
  • #326: Added parameters rank and return_ranks to sequence classification single text udf
  • #327: Added parameters rank and return_ranks to sequence classification text pair udf

Refactorings

  • #311: Updated transitive dependencies
  • #337: Moved CI Integration tests from AWS CodeBuild to GitHub Actions

Security

  • #333: Resolved CVE-2025-3730 for torch by bumping version to ^2.8.0 and setting requires-python = ">=3.10.0,<3.15"

Internal

  • #333: Resolved CVE-2025-8869 for transitive dependency pip by re-locking dependencies