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[MLflow] Updating langchain databricks_dependency to use resources and format #11834

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@sunishsheth2009 sunishsheth2009 commented Apr 26, 2024

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pip install git+https://github.com/mlflow/mlflow.git@refs/pull/11834/merge

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gh pr checkout 11834

What changes are proposed in this pull request?

[MLflow] Updating langchain databricks_dependency to use resources and format

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.

[MLflow] Updating langchain databricks_dependency to use resources and format

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

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)

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github-actions bot commented Apr 26, 2024

Documentation preview for 8cea2ff will be available when this CircleCI job
completes successfully.

More info

@github-actions github-actions bot added area/tracking Tracking service, tracking client APIs, autologging rn/breaking-change Mention under Breaking Changes in Changelogs. labels Apr 26, 2024
@sunishsheth2009 sunishsheth2009 force-pushed the sunish-langchain-update branch 3 times, most recently from 52ea50e to 903f906 Compare April 26, 2024 18:48
…d format

Signed-off-by: Sunish Sheth <sunishsheth2009@gmail.com>
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@sunishsheth2009 - These changes are breaking changes to the existing API.

Can we either:

  1. Make the Serving side changes first before we update the mlflow and support both new / old MLModel formats
  2. Or make this change backwards compatible

Discussed with @sunishsheth2009 since this change needs to make in first, he will support backwards compatible change.

"databricks_llm_endpoint_name": ["llm_endpoint"],
"databricks_chat_endpoint_name": ["chat_endpoint"],
}
"resources": {
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Lets ensure Serving side changes are supported and released before mlflow release is finished

@sunishsheth2009 sunishsheth2009 deleted the sunish-langchain-update branch May 13, 2024 17:54
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