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Support assessments count metrics#19295

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serena-ruan merged 2 commits intotrace-metricsfrom
assessments_count_metrics
Dec 17, 2025
Merged

Support assessments count metrics#19295
serena-ruan merged 2 commits intotrace-metricsfrom
assessments_count_metrics

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@serena-ruan serena-ruan commented Dec 9, 2025

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Install mlflow from this PR

# mlflow
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/19295/merge
# mlflow-skinny
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/19295/merge#subdirectory=libs/skinny

For Databricks, use the following command:

%sh curl -LsSf https://raw.githubusercontent.com/mlflow/mlflow/HEAD/dev/install-skinny.sh | sh -s pull/19295/merge

Related Issues/PRs

#xxx

What changes are proposed in this pull request?

Support COUNT on assessments.
Support dimensions: assessment_name, assessment_type.

How is this PR tested?

  • Existing unit/integration tests
  • New unit/integration tests
  • Manual tests

Does this PR require documentation update?

  • No. You can skip the rest of this section.
  • Yes. I've updated:
    • Examples
    • API references
    • Instructions

Release Notes

Is this a user-facing change?

  • No. You can skip the rest of this section.
  • Yes. Give a description of this change to be included in the release notes for MLflow users.

What component(s), interfaces, languages, and integrations does this PR affect?

Components

  • area/tracking: Tracking Service, tracking client APIs, autologging
  • area/models: MLmodel format, model serialization/deserialization, flavors
  • area/model-registry: Model Registry service, APIs, and the fluent client calls for Model Registry
  • area/scoring: MLflow Model server, model deployment tools, Spark UDFs
  • area/evaluation: MLflow model evaluation features, evaluation metrics, and evaluation workflows
  • area/gateway: MLflow AI Gateway client APIs, server, and third-party integrations
  • area/prompts: MLflow prompt engineering features, prompt templates, and prompt management
  • area/tracing: MLflow Tracing features, tracing APIs, and LLM tracing functionality
  • area/projects: MLproject format, project running backends
  • area/uiux: Front-end, user experience, plotting, JavaScript, JavaScript dev server
  • area/build: Build and test infrastructure for MLflow
  • area/docs: MLflow documentation pages

How should the PR be classified in the release notes? Choose one:

  • rn/none - No description will be included. The PR will be mentioned only by the PR number in the "Small Bugfixes and Documentation Updates" section
  • rn/breaking-change - The PR will be mentioned in the "Breaking Changes" section
  • rn/feature - A new user-facing feature worth mentioning in the release notes
  • rn/bug-fix - A user-facing bug fix worth mentioning in the release notes
  • rn/documentation - A user-facing documentation change worth mentioning in the release notes

Should this PR be included in the next patch release?

Yes should be selected for bug fixes, documentation updates, and other small changes. No should be selected for new features and larger changes. If you're unsure about the release classification of this PR, leave this unchecked to let the maintainers decide.

What is a minor/patch release?
  • Minor release: a release that increments the second part of the version number (e.g., 1.2.0 -> 1.3.0).
    Bug fixes, doc updates and new features usually go into minor releases.
  • Patch release: a release that increments the third part of the version number (e.g., 1.2.0 -> 1.2.1).
    Bug fixes and doc updates usually go into patch releases.
  • Yes (this PR will be cherry-picked and included in the next patch release)
  • No (this PR will be included in the next minor release)

@github-actions github-actions bot added the rn/none List under Small Changes in Changelogs. label Dec 9, 2025
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github-actions bot commented Dec 9, 2025

Documentation preview for f08824d is available at:

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  • Ignore this comment if this PR does not change the documentation.
  • The preview is updated when a new commit is pushed to this PR.
  • This comment was created by this workflow run.
  • The documentation was built by this workflow run.

@serena-ruan serena-ruan force-pushed the assessments_count_metrics branch from 27ad40b to 633590d Compare December 10, 2025 02:55
@serena-ruan serena-ruan force-pushed the spans_count_metrics branch 3 times, most recently from 71fd561 to 9da86ff Compare December 12, 2025 07:03
@serena-ruan serena-ruan force-pushed the assessments_count_metrics branch from 633590d to bc2198d Compare December 12, 2025 07:04
@serena-ruan serena-ruan force-pushed the assessments_count_metrics branch from bc2198d to 657b09b Compare December 12, 2025 07:21
@serena-ruan serena-ruan force-pushed the assessments_count_metrics branch from 657b09b to 1f45a5b Compare December 16, 2025 05:33
Base automatically changed from spans_count_metrics to trace-metrics December 17, 2025 08:16
Signed-off-by: Serena Ruan <serena.rxy@gmail.com>
Signed-off-by: Serena Ruan <serena.rxy@gmail.com>
@serena-ruan serena-ruan force-pushed the assessments_count_metrics branch from 1f45a5b to f08824d Compare December 17, 2025 08:31
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@harupy harupy left a comment

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LGTM!

@serena-ruan serena-ruan merged commit 60db775 into trace-metrics Dec 17, 2025
58 of 60 checks passed
@serena-ruan serena-ruan deleted the assessments_count_metrics branch December 17, 2025 09:07
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2 participants