# -*- 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 operating on endpoints for different regions.""" from __future__ import absolute_import from __future__ import division from __future__ import unicode_literals import contextlib from googlecloudsdk.api_lib.util import apis from googlecloudsdk.command_lib.ai import constants from googlecloudsdk.core import log from googlecloudsdk.core import properties from six.moves.urllib import parse def DeriveAiplatformRegionalEndpoint(endpoint, region, is_prediction=False): """Adds region as a prefix of the base url.""" scheme, netloc, path, params, query, fragment = parse.urlparse(endpoint) if netloc.startswith('aiplatform'): if is_prediction: netloc = '{}-prediction-{}'.format(region, netloc) else: netloc = '{}-{}'.format(region, netloc) return parse.urlunparse((scheme, netloc, path, params, query, fragment)) @contextlib.contextmanager def AiplatformEndpointOverrides(version, region, is_prediction=False): """Context manager to override the AI Platform endpoints for a while. Raises an error if region is not set. Args: version: str, implies the version that the endpoint will use. region: str, region of the AI Platform stack. is_prediction: bool, it's for prediction endpoint or not. Yields: None """ used_endpoint = GetEffectiveEndpoint(version=version, region=region, is_prediction=is_prediction) log.status.Print('Using endpoint [{}]'.format(used_endpoint)) properties.VALUES.api_endpoint_overrides.aiplatform.Set(used_endpoint) yield def GetEffectiveEndpoint(version, region, is_prediction=False): """Returns regional AI Platform endpoint, or raise an error if the region not set.""" endpoint = apis.GetEffectiveApiEndpoint( constants.AI_PLATFORM_API_NAME, constants.AI_PLATFORM_API_VERSION[version]) return DeriveAiplatformRegionalEndpoint( endpoint, region, is_prediction=is_prediction)