docs: update flow tutorial to use SklearnExtension.model_to_flow#1558
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imjbassi wants to merge 2 commits into
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docs: update flow tutorial to use SklearnExtension.model_to_flow#1558imjbassi wants to merge 2 commits into
imjbassi wants to merge 2 commits into
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jgyasu
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Dec 26, 2025
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Thanks for the PR, looks good to me!
Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## main #1558 +/- ##
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- Coverage 52.72% 40.86% -11.86%
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Files 36 36
Lines 4326 4326
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SklearnExtension.model_to_flow()instead of manual flow creationDetails
This PR updates the
simple_flows_and_runs_tutorial.pyexample to useSklearnExtension.model_to_flow()instead of manually creating anOpenMLFlowobject.Why this change is necessary:
The
OpenMLFlowclass docstring states:However, the tutorial was showing manual flow creation. This PR aligns the tutorial with the recommended approach by using the sklearn extension's
model_to_flow()method, which automatically extracts all metadata and hyperparameters from the model.Changes made:
from openml_sklearn import SklearnExtensionimportOpenMLFlow()construction withextension.model_to_flow(clf)knn_flow.parametersfrom the auto-generated flow