Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Check ImportError and surface early #10189

Merged
merged 8 commits into from
Oct 27, 2023

Conversation

annzhang-db
Copy link
Collaborator

@annzhang-db annzhang-db commented Oct 27, 2023

Related Issues/PRs

#xxx

What changes are proposed in this pull request?

  • check for import error when scoring payload

How is this PR tested?

  • Existing unit/integration tests
  • New unit/integration tests
  • Manual tests

Used to be error only visible in justification:
Screenshot 2023-10-25 at 6 37 31 PM

Now fails:
Screenshot 2023-10-27 at 1 09 51 AM

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/docs: MLflow documentation pages
  • area/examples: Example code
  • area/gateway: AI Gateway service, Gateway client APIs, third-party Gateway integrations
  • 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 <[email protected]>
@github-actions
Copy link

github-actions bot commented Oct 27, 2023

Documentation preview for eff4a19 will be available here when this CircleCI job completes successfully.

More info

@github-actions github-actions bot added the rn/none List under Small Changes in Changelogs. label Oct 27, 2023
Signed-off-by: Ann Zhang <[email protected]>
raise MlflowException(e)
return None, f"Failed to score model on payload. Error: {e!s}"
raise e
elif isinstance(e, ImportError):
Copy link
Member

@harupy harupy Oct 27, 2023

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

We can add a handler for ImportError instead of using isinstance

try:
    ...
except ImportError:
    raise
except Exepction:
    ...

Copy link
Collaborator

@sunishsheth2009 sunishsheth2009 left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Other than @harupy comment, it looks good :)

Signed-off-by: Ann Zhang <[email protected]>
Signed-off-by: Ann Zhang <[email protected]>
Signed-off-by: Ann Zhang <[email protected]>
Signed-off-by: Ann Zhang <[email protected]>
@annzhang-db annzhang-db enabled auto-merge (squash) October 27, 2023 08:31
annzhang-db and others added 2 commits October 27, 2023 13:07
Co-authored-by: Harutaka Kawamura <[email protected]>
Signed-off-by: Ann Zhang <[email protected]>
Co-authored-by: Harutaka Kawamura <[email protected]>
Signed-off-by: Ann Zhang <[email protected]>
@BenWilson2 BenWilson2 disabled auto-merge October 27, 2023 23:10
@BenWilson2 BenWilson2 merged commit 00e82ea into mlflow:master Oct 27, 2023
KonakanchiSwathi pushed a commit to KonakanchiSwathi/mlflow that referenced this pull request Nov 29, 2023
Signed-off-by: Ann Zhang <[email protected]>
Co-authored-by: Harutaka Kawamura <[email protected]>
Signed-off-by: swathi <[email protected]>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
rn/none List under Small Changes in Changelogs.
Projects
None yet
Development

Successfully merging this pull request may close these issues.

5 participants