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Stabilize dataset logging APIs #11229

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merged 3 commits into from Feb 27, 2024
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@dbczumar dbczumar commented Feb 22, 2024

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Install mlflow from this PR

pip install git+https://github.com/mlflow/mlflow.git@refs/pull/11229/merge

Checkout with GitHub CLI

gh pr checkout 11229

What changes are proposed in this pull request?

Stabilize dataset logging APIs

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

Remove experimental designation from MLflow Datasets API

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/artifacts: Artifact stores and artifact logging
  • area/build: Build and test infrastructure for MLflow
  • area/deployments: MLflow Deployments client APIs, server, and third-party Deployments integrations
  • 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/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

Signed-off-by: dbczumar <corey.zumar@databricks.com>
@github-actions github-actions bot added area/tracking Tracking service, tracking client APIs, autologging rn/documentation Mention under Documentation Changes in Changelogs. labels Feb 22, 2024
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github-actions bot commented Feb 22, 2024

Documentation preview for 4fbf637 will be available when this CircleCI job
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LGTM!

@BenWilson2
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Didn't realize that protobuf looked at comments for version validation.

@harupy
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harupy commented Feb 27, 2024

@mlflow-automation autoformat

@harupy harupy merged commit 8faf9c3 into mlflow:master Feb 27, 2024
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serena-ruan pushed a commit to serena-ruan/mlflow that referenced this pull request Feb 28, 2024
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: mlflow-automation <mlflow-automation@users.noreply.github.com>
Co-authored-by: mlflow-automation <mlflow-automation@users.noreply.github.com>
artjen pushed a commit to artjen/mlflow that referenced this pull request Mar 26, 2024
Signed-off-by: dbczumar <corey.zumar@databricks.com>
Signed-off-by: mlflow-automation <mlflow-automation@users.noreply.github.com>
Co-authored-by: mlflow-automation <mlflow-automation@users.noreply.github.com>
Signed-off-by: Arthur Jenoudet <arthur.jenoudet@databricks.com>
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5 participants