2.0.0 - 2026-06-11

Summary

This release adds UDFs for querying MLflow’s REST API from Exasol SQL.

The updated Documentation contains instructions for accessing the

  • MLflow Backend Store via an Exasol Virtual Schema and the

  • MLflow AI Gateway from UDFs.

It also describes the REST API UDFs and has been reorganized for better orientation and quicker lookup.

Additionally, this release fixes vulnerabilities by updating dependencies.

Security Issues

This release fixes vulnerabilities by updating dependencies:

Dependency

Vulnerability

Affected

Fixed in

black

CVE-2026-32274

25.12.0

26.3.1

cryptography

PYSEC-2026-35

46.0.5

46.0.6

cryptography

PYSEC-2026-36

46.0.5

46.0.7

cryptography

PYSEC-2026-36

46.0.5

46.0.7

cryptography

PYSEC-2026-35

46.0.5

46.0.6

gitpython

CVE-2026-42215

3.1.46

3.1.47

gitpython

CVE-2026-42284

3.1.46

3.1.47

gitpython

CVE-2026-44244

3.1.46

3.1.49

gitpython

GHSA-mv93-w799-cj2w

3.1.46

3.1.50

idna

CVE-2026-45409

3.11

3.15

mako

CVE-2026-44307

1.3.10

1.3.12

mlflow

PYSEC-2026-94

3.10.1

3.11.0rc0

mlflow

PYSEC-2026-93

3.10.1

3.11.1

mlflow

PYSEC-2026-94

3.10.1

3.11.0rc0

mlflow

PYSEC-2026-93

3.10.1

3.11.0rc0

mlflow

CVE-2026-2652

3.10.1

3.11.0

mlflow

CVE-2026-4137

3.10.1

3.11.0

pillow

PYSEC-2026-165

12.1.1

12.2.0

pillow

PYSEC-2026-165

12.1.1

12.2.0

pillow

CVE-2026-40192

12.1.1

12.2.0

pillow

CVE-2026-42309

12.1.1

12.2.0

pillow

CVE-2026-42310

12.1.1

12.2.0

pillow

CVE-2026-42311

12.1.1

12.2.0

pip

PYSEC-2026-196

26.0.1

26.1.2

pip

CVE-2026-3219

26.0.1

26.1

pip

CVE-2026-6357

26.0.1

26.1

pyasn1

CVE-2026-30922

0.6.2

0.6.3

pygments

CVE-2026-4539

2.19.2

2.20.0

pytest

CVE-2025-71176

8.4.2

9.0.3

requests

CVE-2026-25645

2.32.5

2.33.0

starlette

PYSEC-2026-161

0.52.1

1.0.1

starlette

PYSEC-2026-161

0.52.1

1.0.1

urllib3

PYSEC-2026-142

2.6.3

2.7.0

urllib3

PYSEC-2026-142

2.6.3

2.7.0

urllib3

PYSEC-2026-141

2.6.3

2.7.0

Features

  • #53: Added REST API calls for experiments/search (Layer 1)

  • #56: Created a UDF for the REST API endpoint experiments/search

  • #68: Added remaining endpoints of MLflow REST API

Documentation

  • #43: Added overview images to the User Guide

  • #59: Added documentation for Virtual Schema Access to the MLflow database

  • #61: Added documentation for accessing MLflow AI Gateway endpoints from UDFs

  • #70: Reorganized documentation structure

  • #72: Added documentation for the REST API UDFs

Security

  • #48: Relocked vulnerable transitive and dev dependencies

  • #51: Fixed vulnerabilities by updating dependencies

  • #58: Fixed vulnerabilities by updating dependencies

Dependency Updates

main

  • Updated dependency mlflow:3.10.1 to 3.11.1

  • Added dependency mlflow-skinny:3.11.1

dev

  • Updated dependency exasol-python-extension-common:0.13.0 to 0.15.0

  • Updated dependency exasol-toolbox:6.0.0 to 8.2.0

  • Added dependency jinja2:3.1.6

  • Updated dependency pytest-exasol-backend:1.4.0 to 1.4.1

  • Updated dependency pytest-exasol-slc:0.4.4 to 1.0.1