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Mlflow db store raise mlflow exception with correct message argument #5715
Mlflow db store raise mlflow exception with correct message argument #5715
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mlflow/exceptions.py
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if isinstance(message, BaseException): | ||
message = f"{message.__module__}.{message.__class__}: {str(message)}" |
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If we do this, I'd define from_exception
class method.
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Some tests failed in CI but passed in my local machine. I added this for debugging for now.
assert exception_context.exception.error_code == ErrorCode.Name(BAD_REQUEST), \ | ||
f"Wrong exception {exception_context.exception.message} raised." |
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why do we need f"Wrong exception {exception_context.exception.message} raised."
? How does the pytest error report look like when this line fails?
Signed-off-by: Weichen Xu weichen.xu@databricks.com
What changes are proposed in this pull request?
Mlflow db store raise mlflow exception with correct message argument
How is this patch tested?
Manually test:
(1) start server first:
mlflow server --backend-store-uri sqlite:///mydb.sqlite --default-artifact-root=local-artifacts --host 0.0.0.0 -w 1
(2) run mlflow code:
the second run "create_experiment" will fail immediately and raise error like:
Does this PR change the documentation?
ci/circleci: build_doc
check. If it's successful, proceed to thenext step, otherwise fix it.
Details
on the right to open the job page of CircleCI.Artifacts
tab.docs/build/html/index.html
.Release Notes
Is this a user-facing change?
(Details in 1-2 sentences. You can just refer to another PR with a description if this PR is part of a larger change.)
What component(s), interfaces, languages, and integrations does this PR affect?
Components
area/artifacts
: Artifact stores and artifact loggingarea/build
: Build and test infrastructure for MLflowarea/docs
: MLflow documentation pagesarea/examples
: Example codearea/model-registry
: Model Registry service, APIs, and the fluent client calls for Model Registryarea/models
: MLmodel format, model serialization/deserialization, flavorsarea/projects
: MLproject format, project running backendsarea/scoring
: MLflow Model server, model deployment tools, Spark UDFsarea/server-infra
: MLflow Tracking server backendarea/tracking
: Tracking Service, tracking client APIs, autologgingInterface
area/uiux
: Front-end, user experience, plotting, JavaScript, JavaScript dev serverarea/docker
: Docker use across MLflow's components, such as MLflow Projects and MLflow Modelsarea/sqlalchemy
: Use of SQLAlchemy in the Tracking Service or Model Registryarea/windows
: Windows supportLanguage
language/r
: R APIs and clientslanguage/java
: Java APIs and clientslanguage/new
: Proposals for new client languagesIntegrations
integrations/azure
: Azure and Azure ML integrationsintegrations/sagemaker
: SageMaker integrationsintegrations/databricks
: Databricks integrationsHow should the PR be classified in the release notes? Choose one:
rn/breaking-change
- The PR will be mentioned in the "Breaking Changes" sectionrn/none
- No description will be included. The PR will be mentioned only by the PR number in the "Small Bugfixes and Documentation Updates" sectionrn/feature
- A new user-facing feature worth mentioning in the release notesrn/bug-fix
- A user-facing bug fix worth mentioning in the release notesrn/documentation
- A user-facing documentation change worth mentioning in the release notes