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Add weekly cron job for running slow docker tests
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Install mlflow from this PR
pip install git+https://github.com/mlflow/mlflow.git@refs/pull/11004/merge
Checkout with GitHub CLI
gh pr checkout 11004
Related Issues/PRs
Follow-up for #10954
What changes are proposed in this pull request?
Scheduling a weekly cron job for testing docker image building and querying with flavors.
Note
Using environment variable MLFLOW_RUN_SLOW_TESTS
to control whether or not to run slow tests, instead of pytest CLI option. The latter is a bit tricky when we want to use the flag outside the test functions scope. For example, in test_docker_flavors
, we have many import statements for accessing fixtures defined in other files. We don't want to import them when the tests are skipped, but we can't lazily import it inside test functions, because pytest fixture visibility is determined before running tests. Hence we have to check whether or not to run slow tests in global scope, which is trickly to do with pytest CLI option.
How is this PR tested?
- [x] Existing unit/integration tests
- [ ] New unit/integration tests
- [ ] Manual tests
Question: I tested the functionality of skipping slow tests via env var, but don't know how to test the new workflow. Is there any good way to test Github action before merging the PR?
Does this PR require documentation update?
- [x] 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?
- [x] 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 - [x]
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:
- [x]
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
Documentation preview for 80254bd20ac2d7f2fc3e926cc089a2c6d69596b3 will be available when this CircleCI job completes successfully.
More info
- Ignore this comment if this PR does not change the documentation.
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- The preview is updated when a new commit is pushed to this PR.
- This comment was created by https://github.com/mlflow/mlflow/actions/runs/8061080992.