[dependabot]

Bumps mlflow from 3.16.0 to 3.17.2.

Release notes

Sourced from mlflow's releases.

MLflow 3.17.2 is a patch release that contains a minor feature enhancement and bug fixes.

Features:

• [Evaluation] Record dataset, scorer, and agent lineage on mlflow.genai.evaluate runs (#26543, @​joshuawong-db)

Bug fixes:

• [Tracking] Reseed sampler and forward batch settings on MlflowSparkStudy executors (#26714, @​iyashk)
• [Tracking] Fix MlflowStorage marking Optuna trials finished before their values are saved (#26713, @​iyashk)

MLflow 3.17.1 is a patch release that contains some minor feature enhancements, bug fixes, and documentation updates.

Features:

• [Docs / Evaluation] Support Decision API in make_judge() (#26578, @​B-Step62)
• [Evaluation] Add mlflow.genai.databricks.review_queues for managing review queues on Databricks (#26414, @​harupy)

Bug fixes:

• [Tracing] Fix Claude Code OTel trace rendering in the MLflow UI (#26547, @​joshuawong-db)
• [Evaluation] Load latest Databricks scorers from the scheduled-scorers REST config so feedback records the scorer version (#26542, @​joshuawong-db)

Small bug fixes and documentation updates:

#26680, @​joshuawong-db; #26584, @​copilot-swe-agent; #26705, @​kriscon-db

MLflow 3.17.0 includes several major features and improvements.

Major New Features

• Jev Decisions Across Evaluation, Gateway, and Tracing: Use TypeSafe models in built-in scorers and custom judges with typed Boolean or categorical feedback. (#26100, @​B-Step62)
• Fine-Grained Permissions for Shared Resources: Control access to contained resource types, including runs, traces, and versions, with wildcard grants and explicit DENY. (#26157, @​rrrkharse)
• Faster Analytics for Large Trace Datasets: Reduce SQL analytics query overhead with opt-in daily summaries and raw-query fallback. (#25991, @​HumairAK)
• Clearer Evaluation Results: Associate aggregate logged-model evaluation metrics with the managed dataset that produced them. (#25927, @​joshuawong-db)
• Assistant Improvements for Shared Servers: Keep saved conversations scoped to the signed-in user and reset the active session when accounts change. (#26009, @​kriscon-db)

Database upgrade: SQL-backed servers require a coordinated schema upgrade with all writers stopped and a restorable backup, even when daily rollups remain disabled. Run mlflow db upgrade <database-url> before restarting all replicas on the new MLflow version. Mixed-version rolling upgrades are not supported. Follow the database upgrade instructions.

Other Assorted Features & Improvements:

• [Tracing / UI] Add rich rendering for TypeSafe System One traces (#26276, @​B-Step62)
• [Build] Show issue-triage progress in a GitHub issue comment (#26454, @​copilot-swe-agent)
• [Docs / Evaluation] Allow custom base_url for direct TypeSafe judges (#26445, @​B-Step62)
• [Docs / Gateway] Allow custom typesafe_api_base for TypeSafe Gateway endpoints (#26442, @​B-Step62)
• [Evaluation / Tracking] Support name IN (...) filters for evaluation-dataset search (#26374, @​HumairAK)
• [Docs / Evaluation / Gateway / UI] Support TypeSafe and OpenRouter Jev judges through Gateway System One (#26243, @​joshuawong-db)
• [Build / Docs / Tracing / Tracking] Add @mlflow/typesafe tracing integration for TypeSafe AI (#26342, @​B-Step62)
• [Build / Docs] Publish Helm charts after stable release images (#26064, @​joshuawong-db)
• [Tracing / UI] Add TraceImage to custom trace views (#26297, @​chris-chieu)

... (truncated)

Changelog

Sourced from mlflow's changelog.

3.17.2 (2026-10-20)

MLflow 3.17.2 is a patch release that contains a minor feature enhancement and bug fixes.

Features:

• [Evaluation] Record dataset, scorer, and agent lineage on mlflow.genai.evaluate runs (#26543, @​joshuawong-db)

Bug fixes:

• [Tracking] Reseed sampler and forward batch settings on MlflowSparkStudy executors (#26714, @​iyashk)
• [Tracking] Fix MlflowStorage marking Optuna trials finished before their values are saved (#26713, @​iyashk)

3.17.1 (2026-10-13)

MLflow 3.17.1 is a patch release that contains some minor feature enhancements, bug fixes, and documentation updates.

Features:

• [Docs / Evaluation] Support Decision API in make_judge() (#26578, @​B-Step62)
• [Evaluation] Add mlflow.genai.databricks.review_queues for managing review queues on Databricks (#26414, @​harupy)

Bug fixes:

• [Tracing] Fix Claude Code OTel trace rendering in the MLflow UI (#26547, @​joshuawong-db)
• [Evaluation] Load latest Databricks scorers from the scheduled-scorers REST config so feedback records the scorer version (#26542, @​joshuawong-db)

Small bug fixes and documentation updates:

#26680, @​joshuawong-db; #26584, @​copilot-swe-agent; #26705, @​kriscon-db

3.17.0 (2026-10-06)

MLflow 3.17.0 includes several major features and improvements.

Major New Features

• Jev Decisions Across Evaluation, Gateway, and Tracing: Use TypeSafe models in built-in scorers and custom judges with typed Boolean or categorical feedback. (#26100, @​B-Step62)
• Fine-Grained Permissions for Shared Resources: Control access to contained resource types, including runs, traces, and versions, with wildcard grants and explicit DENY. (#26157, @​rrrkharse)
• Faster Analytics for Large Trace Datasets: Reduce SQL analytics query overhead with opt-in daily summaries and raw-query fallback. (#25991, @​HumairAK)
• Clearer Evaluation Results: Associate aggregate logged-model evaluation metrics with the managed dataset that produced them. (#25927, @​joshuawong-db)
• Assistant Improvements for Shared Servers: Keep saved conversations scoped to the signed-in user and reset the active session when accounts change. (#26009, @​kriscon-db)

Database upgrade: SQL-backed servers require a coordinated schema upgrade with all writers stopped and a restorable backup, even when daily rollups remain disabled. Run mlflow db upgrade <database-url> before restarting all replicas on the new MLflow version. Mixed-version rolling upgrades are not supported. Follow the database upgrade instructions.

Other Assorted Features & Improvements:

• [Tracing / UI] Add rich rendering for TypeSafe System One traces (#26276, @​B-Step62)
• [Build] Show issue-triage progress in a GitHub issue comment (#26454, @​copilot-swe-agent)
• [Docs / Evaluation] Allow custom base_url for direct TypeSafe judges (#26445, @​B-Step62)

... (truncated)

Commits

• d0b397f Reseed sampler and forward batch settings on MlflowSparkStudy executors (#2...
• b58d40d Fix MlflowStorage marking Optuna trials finished before their values are sa...
• 3be0c9d Record dataset, scorer, and agent lineage on mlflow.genai.evaluate runs (#2...
• eaf7df1 Bump version to 3.17.2 (#26911)
• 7fc49ae Cherry-picks for v3.17.1 (#26706)
• 47335e1 Bump version to 3.17.1 (#26705)
• 6dd94c6 Bump version to 3.17.0 (#26464)
• 83764b3 Update ML package versions for 3.17.0 (#26458)
• 40cea47 Replace triage’s nginx gateway proxy with an in-memory Node proxy (#26457)
• b56ead6 Include skills submodule in wheel builds (#26456)
• Additional commits viewable in compare view

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