o 2hI @sPzddlZWn eydZYnwddZd ddddZd d Zd d ZdS)NcOsNzddlm}||g|Ri|WSty#|j|i|YS)zValidate the input data. wrapper for sklearn.utils.validation.validate_data or BaseEstimator._validate_data depending on the scikit-learn version. TODO: remove when minimum scikit-learn version is 1.6 r) validate_data)sklearn.utils.validationr ImportError_validate_data) estimatorargskwargsrr S/var/www/html/chatgem/venv/lib/python3.10/site-packages/keras/src/wrappers/fixes.pyrs  rF) raise_unknowncs0fdd}ddlm}|d}||S)Ncs0r|dkrr nd}td|d|S)zdDepending on the value of raise_unknown, either raise an error or return 'unknown'. unknowndatazUnknown label type for z: ) ValueError) target_typeinput input_namer yr r _raise_or_returns  z(type_of_target.._raise_or_returnr)type_of_target)r)sklearn.utils.multiclassr)rrr rsk_type_of_targetrr rr rs rcCstddS)aReturn whether metadata routing is enabled. Returns: enabled : bool Whether metadata routing is enabled. If the config is not set, it defaults to False. TODO: remove when the config key is no longer available in scikit-learn enable_metadata_routingF)sklearn get_configgetr r r r _routing_enabled+s rcCsH|r |jjd|n|jj}ts |r"td|dt|dSdS)aRaise an error if metadata routing is not enabled and params are passed. Parameters: params : dict The metadata passed to a method. owner : object The object to which the method belongs. method : str The name of the method, e.g. "fit". Raises: ValueError If metadata routing is not enabled and params are passed. .z#Passing extra keyword arguments to z is only supported if enable_metadata_routing=True, which you can set using `sklearn.set_config`. See the User Guide for more details. Extra parameters passed are: N) __class____name__rrset)paramsownermethodcallerr r r _raise_for_params8s r&)r )rrrrrr&r r r r s