dZddlmZmZmZddlmZddlmZddlm Z dejde jjdee d eefd Zdejde jj d efd Z ddejde jj deedee deeeefdeeedeedeefdZ ddejde jj defdZy )z&The BigQuery CLI model client library.)DictListOptional) discovery)bq_error) bq_id_utils model_client reference max_results page_tokenc|jj|j|j||j S)aLists models for the given dataset reference. Arguments: model_client: The apiclient used to make the request. reference: Reference to the dataset. max_results: Number of results to return. page_token: Token to retrieve the next page of results. Returns: A dict that contains entries: 'results': a list of models 'token': nextPageToken for the last page, if present. ) projectId datasetId maxResults pageToken)modelslistrrexecute)r r r r s #platform/bq/clients/client_model.py list_modelsr sE( t''''    wy returnc2tj|tjjd |j j |j |j|jjS#tj$rYywxYw)z!Returns true if the model exists. model_existsmethodrrmodelIdF) r typecheckApiClientHelperModelReferencergetrrrrrBigqueryNotFoundError)r r s rrr+s !!00   ))))%%    ' ' sA BBBN description expiration labels_to_setlabel_keys_to_removevertex_ai_model_idetagctj|tjjdi}|||d<| |xsd|d<d|vri|d<|r |j D] \} } | |d| <|r|D] } d|d| < |d|ig|d<|j j ||j|j|j } |r|r|n|d | jd <| jy) aUpdates a Model. Args: model_client: The apiclient used to make the request. reference: the ModelReference to update. description: an optional description for model. expiration: optional expiration time in milliseconds since the epoch. Specifying 0 clears the expiration time for the model. labels_to_set: an optional dict of labels to set on this model. label_keys_to_remove: an optional list of label keys to remove from this model. vertex_ai_model_id: an optional string as Vertex AI model ID to register. etag: if set, checks that etag in the existing model matches. Raises: BigqueryTypeError: if reference is not a ModelReference. update_modelrNr$expirationTimelabelsr( trainingRuns)bodyrrrr)zIf-Match) rrr r!itemsrpatchrrrheadersr) r r r$r%r&r'r(r) updated_model label_key label_valuerequests rr+r+Cs'6!!00  -#.M- &0&8DM"# ]" M("/"5"5"7 ;+6mHi(#8) +/mHi(*#&:rEs_,''%$$**;;# >$$**99 6"& $.204(,>$$>**99>#> > DcN+ > #49- >! > 3->H# $$ **99  r