113 lines
4.2 KiB
Python
113 lines
4.2 KiB
Python
# -*- 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)
|