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_ranksinput 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
rankcolumn with the rank of the results. - The Zero-Shot-Classification UDF now require a
return_ranksinput 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
rankandreturn_ranksto sequence classification single text udf - #327: Added parameters
rankandreturn_ranksto 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