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Rename get_judge to be get_scorer for deepeval integration#19411

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smoorjani merged 1 commit intomlflow:masterfrom
smoorjani:rename_get_judge
Dec 16, 2025
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Rename get_judge to be get_scorer for deepeval integration#19411
smoorjani merged 1 commit intomlflow:masterfrom
smoorjani:rename_get_judge

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@smoorjani
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@smoorjani smoorjani commented Dec 15, 2025

🛠 DevTools 🛠

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Install mlflow from this PR

# mlflow
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/19411/merge
# mlflow-skinny
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/19411/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/19411/merge

Related Issues/PRs

#xxx

What changes are proposed in this pull request?

As titled - this removes the conflation of a deepeval judge as a scorer - we are actually returning scorer objects and thus rename this to get_scorer. This functionality is undocumented (to be documented before 3.8.0) and experimental.

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 area/evaluation MLflow Evaluation rn/none List under Small Changes in Changelogs. labels Dec 15, 2025
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github-actions bot commented Dec 15, 2025

Documentation preview for da0e77e is available at:

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@AveshCSingh
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Does this need to be in the 3.8.0?

@smoorjani
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Does this need to be in the 3.8.0?

Yes, added the label

Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
@smoorjani smoorjani added this pull request to the merge queue Dec 16, 2025
Merged via the queue into mlflow:master with commit 47b0eb3 Dec 16, 2025
46 checks passed
@smoorjani smoorjani deleted the rename_get_judge branch December 16, 2025 05:41
WeichenXu123 pushed a commit to WeichenXu123/mlflow that referenced this pull request Dec 19, 2025
)

Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
WeichenXu123 pushed a commit that referenced this pull request Dec 19, 2025
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
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3 participants