[ML-31719] Added lineage identifier header to the UC CreateModelVersion REST API call

[kriscon-db]

Related Issues/PRs

#xxx

What changes are proposed in this pull request?

Enabling extra_headers to be used in CreateModelVersion calls and passing through the new lineage ID HTTP header that the UC-MR service will use to propagate lineage information through to ManagedCatalog

How is this patch tested?

• Added an additional unit test around _get_notebook_id
• Fixed the GCP unit test to mock the notebook id accordingly and validate that all HTTP request calls have the expected headers
• Manually tested on a dogfood notebook to verify that the new header is being included in the REST API call to the UC-MR service

• Existing unit/integration tests
• New unit/integration tests
• Manual tests (describe details, including test results, below)

Does this PR change the documentation?

• No. You can skip the rest of this section.
• Yes. Make sure the changed pages / sections render correctly in the documentation preview.

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.

(Details in 1-2 sentences. You can just refer to another PR with a description if this PR is part of a larger change.)

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

Components

• area/artifacts: Artifact stores and artifact logging
• area/build: Build and test infrastructure for MLflow
• area/docs: MLflow documentation pages
• area/examples: Example code
• area/model-registry: Model Registry service, APIs, and the fluent client calls for Model Registry
• area/models: MLmodel format, model serialization/deserialization, flavors
• area/recipes: Recipes, Recipe APIs, Recipe configs, Recipe Templates
• area/projects: MLproject format, project running backends
• area/scoring: MLflow Model server, model deployment tools, Spark UDFs
• area/server-infra: MLflow Tracking server backend
• area/tracking: Tracking Service, tracking client APIs, autologging

Interface

• area/uiux: Front-end, user experience, plotting, JavaScript, JavaScript dev server
• area/docker: Docker use across MLflow's components, such as MLflow Projects and MLflow Models
• area/sqlalchemy: Use of SQLAlchemy in the Tracking Service or Model Registry
• area/windows: Windows support

Language

• language/r: R APIs and clients
• language/java: Java APIs and clients
• language/new: Proposals for new client languages

Integrations

• integrations/azure: Azure and Azure ML integrations
• integrations/sagemaker: SageMaker integrations
• integrations/databricks: Databricks integrations

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

• rn/breaking-change - The PR will be mentioned in the "Breaking Changes" section
• 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/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

[mlflow-automation]

Documentation preview for 6958ca6 will be available here when this CircleCI job completes successfully.

More info

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• This comment was created by https://github.com/mlflow/mlflow/actions/runs/5147924571.

[github-actions]

@kriscon-db Thank you for the contribution! Could you fix the following issue(s)?

⚠ DCO check

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[dbczumar]

LGTM for mlflow/utils/rest_utils.py. Let's block on @smurching's approval for the UC-specific changes?

[smurching]

Had just one comment, otherwise LGTM!

[kriscon-db]

Rerequesting a review @dbczumar because I added in new protobuf definitions and wanted another pair of eyes on the way im serializing the protobuf message for the HTTP header.

[dbczumar]

re-LGTMing. Thanks @kriscon-db !

[smurching]

LGTM!