File: //snap/google-cloud-cli/396/lib/googlecloudsdk/command_lib/ai/endpoint_util.py
# -*- 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
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# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
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"""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)