# Copyright 2017 Amazon.com, Inc. or its affiliates. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"). # You may not use this file except in compliance with the License. # A copy of the License is located at # # http://aws.amazon.com/apache2.0/ # # or in the "license" file accompanying this file. This file is distributed # on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either # express or implied. See the License for the specific language governing # permissions and limitations under the License. from sagemaker_pyspark import SageMakerJavaWrapper, Option class SageMakerResourceCleanup(SageMakerJavaWrapper): _wrapped_class = "com.amazonaws.services.sagemaker.sparksdk.SageMakerResourceCleanup" def __init__(self, sagemakerClient, java_object=None): self.sagemakerClient = sagemakerClient if java_object is None: self._java_obj = self._new_java_obj( SageMakerResourceCleanup._wrapped_class, self.sagemakerClient) else: self._java_obj = java_object @classmethod def _from_java(cls, java_object): return SageMakerResourceCleanup(None, java_object) def deleteResources(self, created_resources): self._call_java("deleteResources", created_resources) def deleteEndpoint(self, name): self._call_java("deleteEndpoint", name) def deleteEndpointConfig(self, name): self._call_java("deleteEndpointConfig", name) def deleteModel(self, name): self._call_java("deleteModel", name) class CreatedResources(SageMakerJavaWrapper): """Resources that may have been created during operation of the SageMaker Estimator and Model. Args: model_name (str): Name of the SageMaker Model that was created, or None if it wasn't created. endpoint_config_name (str): Name of the SageMaker EndpointConfig that was created, or None if it wasn't created. endpoint_name (str): Name of the SageMaker Endpoint that was created, or None if it wasn't created. java_object (:obj: `py4j.java_gateway.JavaObject`, optional): an existing CreatedResources java instance. If provided the other arguments are ignored. """ _wrapped_class = "com.amazonaws.services.sagemaker.sparksdk.CreatedResources" def __init__(self, model_name=None, endpoint_config_name=None, endpoint_name=None, java_object=None): if java_object is None: self.model_name = model_name self.endpoint_config_name = endpoint_config_name self.endpoint_name = endpoint_name self._java_obj = None else: self._java_obj = java_object self.model_name = self._call_java("modelName") self.endpoint_config_name = self._call_java("endpointConfigName") self.endpoint_name = self._call_java("endpointName") @classmethod def _from_java(cls, java_object): return CreatedResources(java_object=java_object) def _to_java(self): if self._java_obj is None: self._java_obj = self._new_java_obj(self._wrapped_class, Option(self.model_name), Option(self.endpoint_config_name), Option(self.endpoint_name)) return self._java_obj