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Add alias support to UC Model Registry REST Store #8307

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merged 2 commits into from
Apr 24, 2023

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arpitjasa-db
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Related Issues/PRs

#8001
#8055
#8094
#8164

What changes are proposed in this pull request?

Add support for UC Model Registry alias endpoints to the UC Model Registry REST Store, so they can be used with the MLflow client in this setting.

How is this patch tested?

  • 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.

Add support for UC Model Registry alias endpoints to the UC Model Registry REST Store, so they can be used with the MLflow client in this setting.

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

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

⚠ DCO check

The DCO check failed. Please sign off your commit(s) by following the instructions here. See https://github.com/mlflow/mlflow/blob/master/CONTRIBUTING.md#sign-your-work for more details.

@github-actions github-actions bot added area/model-registry Model registry, model registry APIs, and the fluent client calls for model registry rn/feature Mention under Features in Changelogs. labels Apr 24, 2023
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mlflow-automation commented Apr 24, 2023

Documentation preview for 9ec8552 will be available here when this CircleCI job completes successfully.

More info

Signed-off-by: Arpit Jasapara <arpit.jasapara@databricks.com>
Signed-off-by: Arpit Jasapara <arpit.jasapara@databricks.com>
@harupy
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harupy commented Apr 24, 2023

LGTM!

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@smurching smurching left a comment

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LGTM, thanks @arpitjasa-db !

@arpitjasa-db arpitjasa-db merged commit d53e377 into mlflow:master Apr 24, 2023
26 checks passed
@arpitjasa-db arpitjasa-db deleted the ucAliases branch April 24, 2023 17:12
lobrien pushed a commit to lobrien/mlflow that referenced this pull request May 10, 2023
* Add alias support to UC Model Registry REST Store

Signed-off-by: Arpit Jasapara <arpit.jasapara@databricks.com>

* Add protos

Signed-off-by: Arpit Jasapara <arpit.jasapara@databricks.com>

---------

Signed-off-by: Arpit Jasapara <arpit.jasapara@databricks.com>
Signed-off-by: Larry O’Brien <larry.obrien@databricks.com>
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4 participants