[HWORKS-1535] Infer model schema from feature view #241
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javierdlrm
requested changes
Aug 20, 2024
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| warnings.warn( | ||
| "Model schema can only be inferred if both a feature view and training dataset version are known", | ||
| util.ProvenanceWarning, | ||
| stacklevel=1, | ||
| ) |
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I wonder if this warning is useful for users. Do you think the following is clearer?
Model schema could not be inferred without feature view and training dataset version.
The method executes in any case. We just inform whether the model schema could not be inferred given the parameters.
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| if self._model_schema is None: | ||
| if ( | ||
| self._feature_view is not None | ||
| and self._training_dataset_version is not None | ||
| ): | ||
| features, labels = self._feature_view.get_training_data( | ||
| training_dataset_version=self._training_dataset_version | ||
| ) | ||
| self._model_schema = ModelSchema( | ||
| input_schema=features, output_schema=labels | ||
| ) |
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I think that having this in the constructor is enough, no need to retry it here.
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