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[2/4] Namespace DeepEval Scorers in mflow.genai.scorers.deepeval#19034

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smoorjani merged 22 commits intomlflow:masterfrom
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Dec 11, 2025
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[2/4] Namespace DeepEval Scorers in mflow.genai.scorers.deepeval#19034
smoorjani merged 22 commits intomlflow:masterfrom
smoorjani:stack/deepeval-namespace

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@smoorjani smoorjani commented Nov 25, 2025

🛠 DevTools 🛠

Open in GitHub Codespaces

Install mlflow from this PR

# mlflow
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/19034/merge
# mlflow-skinny
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/19034/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/19034/merge

Related Issues/PRs

#xxx

What changes are proposed in this pull request?

Namespaces DeepEval scorers so in addition to using mlflow.genai.scorers.deepeval.get_judge you can directly reference them with mlflow.genai.scorers.deepeval.AnswerRelevancy.

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)

Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
.
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
@github-actions github-actions bot added area/evaluation MLflow Evaluation rn/none List under Small Changes in Changelogs. labels Nov 25, 2025
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github-actions bot commented Nov 25, 2025

Documentation preview for 7607dbe is available at:

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Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
@smoorjani smoorjani removed the v3.7.0 label Dec 3, 2025
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
.
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
,
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
@smoorjani smoorjani force-pushed the stack/deepeval-namespace branch from a56a32f to d1b8377 Compare December 4, 2025 00:15
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
@smoorjani smoorjani changed the title Namespace DeepEval Scorers in mflow.genai.scorers.deepeval [2/4] Namespace DeepEval Scorers in mflow.genai.scorers.deepeval Dec 5, 2025
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
@smoorjani smoorjani force-pushed the stack/deepeval-namespace branch from eeff7f1 to d302edc Compare December 6, 2025 00:18
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
@smoorjani smoorjani requested a review from AveshCSingh December 9, 2025 20:50
Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
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Thanks for the in-person discussion on this PR. The change LGTM

Signed-off-by: Samraj Moorjani <samraj.moorjani@databricks.com>
@smoorjani smoorjani added this pull request to the merge queue Dec 11, 2025
Merged via the queue into mlflow:master with commit fe4d9be Dec 11, 2025
46 checks passed
@smoorjani smoorjani deleted the stack/deepeval-namespace branch December 11, 2025 21:51
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