# -*- coding: utf-8 -*- # # Copyright 2020 Google LLC. 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. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License 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. """Utilities for dealing with long-running operations (simple uri).""" from __future__ import absolute_import from __future__ import division from __future__ import unicode_literals from googlecloudsdk.api_lib.util import apis from googlecloudsdk.api_lib.util import waiter from googlecloudsdk.command_lib.ai import constants def GetClientInstance(api_version=None, no_http=False): return apis.GetClientInstance( constants.AI_PLATFORM_API_NAME, api_version, no_http=no_http) class AiPlatformOperationPoller(waiter.CloudOperationPoller): """Poller for AI Platform operations API. This is necessary because the core operations library doesn't directly support simple_uri. """ def __init__(self, client): self.client = client super(AiPlatformOperationPoller, self).__init__( self.client.client.projects_locations_operations, self.client.client.projects_locations_operations) def Poll(self, operation_ref): return self.client.Get(operation_ref) def GetResult(self, operation): return operation class OperationsClient(object): """High-level client for the AI Platform operations surface.""" def __init__(self, client=None, messages=None, version=constants.BETA_VERSION): self.client = client or GetClientInstance( constants.AI_PLATFORM_API_VERSION[version]) self.messages = messages or self.client.MESSAGES_MODULE def Get(self, operation_ref): return self.client.projects_locations_operations.Get( self.messages.AiplatformProjectsLocationsOperationsGetRequest( name=operation_ref.RelativeName())) def WaitForOperation( self, operation, operation_ref, message=None, max_wait_ms=1800000 ): """Wait until the operation is complete or times out. Args: operation: The operation resource to wait on operation_ref: The operation reference to the operation resource. It's the result by calling resources.REGISTRY.Parse message: str, the message to print while waiting. max_wait_ms: int, number of ms to wait before raising WaitException. Returns: The operation resource when it has completed Raises: OperationTimeoutError: when the operation polling times out OperationError: when the operation completed with an error """ poller = AiPlatformOperationPoller(self) if poller.IsDone(operation): return operation if message is None: message = 'Waiting for operation [{}]'.format(operation_ref.Name()) return waiter.WaitFor( poller, operation_ref, message, max_wait_ms=max_wait_ms )