1.0.0 - 2026-03-06

Summary

This is the initial release of Exasol MLflow Plugin. Please see the user guide for installation, getting started, and additional information on using this plugin.

Features

  • #3: Added initial plugin configuration and empty interface extending ArtifactRepository

  • #6: Added parsing the BucketFS parameters from MLflow artifact_root string

  • #8: Added implementation to interface BucketFsArtifactRepo, incl. simple itests

  • #27: Prepared release 1.0.0

Documentation

  • #14: Added User Guide and Developer Guide

  • #17: Added required scope of plugin availability to the User Guide

  • #25: Described MLflow access from UDFs in the User Guide

  • #33: Added to the User Guide how to create MLflow experiments

Refactorings

  • #9: Refactored bucketfs_spec, added class Connector

  • #12: Added end-to-end tests incl. MLflow server

  • #19: Added SLC building to integration tests

  • #23: Created UDFs for itests

  • #29: Integrated new version of exasol-bucketfs

  • #31: Updated Python Toolbox and re-generated GitHub workflows

  • #26: Changed visibility of GitHub project to public

Dependency Updates

main

  • Added dependency exasol-bucketfs:2.2.0

  • Added dependency mlflow:3.10.0

dev

  • Added dependency exasol-python-extension-common:0.13.0

  • Added dependency exasol-toolbox:6.0.0

  • Added dependency pytest-exasol-backend:1.4.0

  • Added dependency pytest-exasol-slc:0.4.4