File: //snap/google-cloud-cli/396/lib/surface/ai/index_endpoints/create.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
#
# 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.
"""Vertex AI index endpoints create command."""
from __future__ import absolute_import
from __future__ import division
from __future__ import unicode_literals
from apitools.base.py import encoding
from googlecloudsdk.api_lib.ai import operations
from googlecloudsdk.api_lib.ai.index_endpoints import client
from googlecloudsdk.calliope import base
from googlecloudsdk.command_lib.ai import constants
from googlecloudsdk.command_lib.ai import endpoint_util
from googlecloudsdk.command_lib.ai import flags
from googlecloudsdk.command_lib.ai import index_endpoints_util
from googlecloudsdk.command_lib.ai import operations_util
from googlecloudsdk.command_lib.ai import region_util
from googlecloudsdk.command_lib.ai import validation
from googlecloudsdk.command_lib.util.args import labels_util
from googlecloudsdk.core import log
@base.ReleaseTracks(base.ReleaseTrack.GA)
class CreateV1(base.CreateCommand):
"""Create a new Vertex AI index endpoint.
## EXAMPLES
To create an index endpoint under project `example` with network
`projects/123/global/networks/test-network` in region
`us-central1`, run:
$ {command} --display-name=index-endpoint --description=test
--network=projects/123/global/networks/test-network
--project=example --region=us-central1
"""
@staticmethod
def Args(parser):
flags.AddRegionResourceArg(
parser,
'to create index endpoint',
prompt_func=region_util.GetPromptForRegionFunc(
constants.SUPPORTED_OP_REGIONS
),
)
flags.GetDisplayNameArg('index endpoint').AddToParser(parser)
flags.GetDescriptionArg('index endpoint').AddToParser(parser)
flags.GetNetworkArg().AddToParser(parser)
flags.GetPublicEndpointEnabledArg().AddToParser(parser)
labels_util.AddCreateLabelsFlags(parser)
flags.AddPrivateServiceConnectConfig(parser)
flags.GetEncryptionKmsKeyNameArg().AddToParser(parser)
def _Run(self, args, version):
validation.ValidateDisplayName(args.display_name)
validation.ValidateEndpointArgs(args.network, args.public_endpoint_enabled)
region_ref = args.CONCEPTS.region.Parse()
region = region_ref.AsDict()['locationsId']
with endpoint_util.AiplatformEndpointOverrides(version, region=region):
index_endpoint_client = client.IndexEndpointsClient(version=version)
if version == constants.GA_VERSION:
operation = index_endpoint_client.Create(region_ref, args)
else:
operation = index_endpoint_client.CreateBeta(region_ref, args)
response_msg = operations_util.WaitForOpMaybe(
operations_client=operations.OperationsClient(version=version),
op=operation,
op_ref=index_endpoints_util.ParseIndexEndpointOperation(
operation.name))
if response_msg is not None:
response = encoding.MessageToPyValue(response_msg)
if 'name' in response:
log.status.Print(('Created Vertex AI index endpoint: {}.').format(
response['name']))
return response_msg
def Run(self, args):
return self._Run(args, constants.GA_VERSION)
@base.ReleaseTracks(base.ReleaseTrack.ALPHA, base.ReleaseTrack.BETA)
class CreateV1Beta1(CreateV1):
"""Create a new Vertex AI index endpoint.
## EXAMPLES
To create an index endpoint under project `example` with network
`projects/123/global/networks/test-network` in region
`us-central1`, run:
$ {command} --display-name=index-endpoint --description=test
--network=projects/123/global/networks/test-network
--project=example --region=us-central1
"""
def Run(self, args):
return self._Run(args, constants.BETA_VERSION)