lale.settings module

lale.settings.set_disable_data_schema_validation(flag: bool)

Lale can validate the input and output data used for fit, predict, predict_proba etc. against the data schemas defined for an operator. This method allows users to control whether the data schema validation should be turned on or not.

Parameters

flag (bool) – A value of True will disable the data schema validation, and a value of False will enable it. It is True by default.

lale.settings.set_disable_hyperparams_schema_validation(flag: bool)

Lale can validate the hyperparameter values passed while creating an operator against the json schema defined for hyperparameters of an operator. This method allows users to control whether such validation should be turned on or not.

Parameters

flag (bool) – A value of True will disable the hyperparameter schema validation, and a value of False will enable it. It is False by default.