# mlflow
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/18974/merge
# mlflow-skinny
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/18974/merge#subdirectory=libs/skinny

%sh curl -LsSf https://raw.githubusercontent.com/mlflow/mlflow/HEAD/dev/install-skinny.sh | sh -s pull/18974/merge

Related Issues/PRs

What changes are proposed in this pull request?

Enables RUF039 (unraw-re-pattern) which enforces raw strings for regex patterns to prevent double-escaping bugs.

Changes:

• Added RUF039 to ruff lint rules in pyproject.toml
• Fixed 4 violations by converting regex strings to raw strings:
  • mlflow/pyspark/ml/_autolog.py: re.search() pattern
  • mlflow/store/artifact/mlflow_artifacts_repo.py: re.sub() pattern
  • mlflow/utils/uri.py: re.sub() pattern
  • tests/utils/test_logging_utils.py: re.compile() pattern

Example fix:

# Before
re.sub("//+", "/", resolved)

# After
re.sub(r"//+", "/", resolved)

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 (this PR will be cherry-picked and included in the next patch release)
• No (this PR will be included in the next minor release)

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