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Fix error message for missing "targets" column #10723

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merged 11 commits into from Dec 24, 2023

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@annzhang-db annzhang-db commented Dec 19, 2023

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Install mlflow from this PR

pip install git+https://github.com/mlflow/mlflow.git@refs/pull/10723/merge

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gh pr checkout 10723

Related Issues/PRs

#xxx

What changes are proposed in this pull request?

  • Neither "target" or "targets" is accepted as a column from dataset, since "prediction" and "target" are not normal columns we should not treat them like columns (seems more confusing, since they will behave differently from other columns and we want users to use targets= instead of col_mapping)
  • Instead, clarify the requirements to ask for targets parameter or predictions parameter to be specified

How is this PR tested?

  • Existing unit/integration tests
  • New unit/integration tests
  • Manual tests
Screenshot 2023-12-20 at 4 46 15鈥疨M

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/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: Ann Zhang <ann.zhang@databricks.com>
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github-actions bot commented Dec 19, 2023

Documentation preview for 60c32ed will be available here when this CircleCI job completes successfully.

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@sunishsheth2009 sunishsheth2009 left a comment

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Can we add a test where targets and target are both excepted?

Signed-off-by: Ann Zhang <ann.zhang@databricks.com>
Signed-off-by: Ann Zhang <ann.zhang@databricks.com>
Signed-off-by: Ann Zhang <ann.zhang@databricks.com>
Signed-off-by: Ann Zhang <ann.zhang@databricks.com>
Signed-off-by: Ann Zhang <ann.zhang@databricks.com>
Signed-off-by: Ann Zhang <ann.zhang@databricks.com>
Signed-off-by: Ann Zhang <ann.zhang@databricks.com>
@annzhang-db annzhang-db changed the title Accept "targets" column Fix error message for missing "targets" column Dec 20, 2023
@github-actions github-actions bot added the rn/none List under Small Changes in Changelogs. label Dec 20, 2023
Signed-off-by: Ann Zhang <ann.zhang@databricks.com>
Signed-off-by: Ann Zhang <ann.zhang@databricks.com>
Signed-off-by: Ann Zhang <ann.zhang@databricks.com>
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@prithvikannan prithvikannan left a comment

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LGTM

@annzhang-db annzhang-db merged commit e2de758 into mlflow:master Dec 24, 2023
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@annzhang-db annzhang-db deleted the targets branch December 24, 2023 00:22
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3 participants