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[FEATURE] MLflow tests #1

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mr-sarthakgupta opened this issue Oct 21, 2022 · 0 comments

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enhancement hard

mr-sarthakgupta commented Oct 21, 2022 •

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Problem: Currently there are no unit tests for integration with MLflow

Difficulty Level - Hard

Steps:

Create the file in sklearn_genetic/tests/test_mlflow.py and put the set of test that contains the use case of MLflow from sklearn_genetic.mlflow
It should test if the config creates or no a new topic and the use of each parameter, as well, that at the end of the runs the logged artifacts/metric/hyperparameters exists in the mlflow server and clean the resources after the test is ended

mr-sarthakgupta added enhancement hard labels

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