109 lines
3.9 KiB
Python
109 lines
3.9 KiB
Python
# -*- coding: utf-8 -*- #
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# Copyright 2021 Google LLC. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""Vertex AI indexes create command."""
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from __future__ import absolute_import
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from __future__ import division
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from __future__ import unicode_literals
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from googlecloudsdk.api_lib.ai.indexes import client
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from googlecloudsdk.calliope import base
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from googlecloudsdk.command_lib.ai import constants
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from googlecloudsdk.command_lib.ai import endpoint_util
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from googlecloudsdk.command_lib.ai import flags
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from googlecloudsdk.command_lib.ai import indexes_util
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from googlecloudsdk.command_lib.ai import region_util
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from googlecloudsdk.command_lib.ai import validation
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from googlecloudsdk.command_lib.util.args import labels_util
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from googlecloudsdk.core import log
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@base.ReleaseTracks(base.ReleaseTrack.GA)
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class CreateV1(base.CreateCommand):
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"""Create a new Vertex AI index.
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## EXAMPLES
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To create an index under project `example` in region
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`us-central1`, encrypted with KMS key `kms-key-name`, run:
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$ {command} --display-name=index --description=test
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--metadata-file=path/to/your/metadata.json
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--project=example --region=us-central1
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--encryption-kms-key-name=kms-key-name
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"""
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@staticmethod
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def Args(parser):
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flags.AddRegionResourceArg(
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parser,
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'to create index',
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prompt_func=region_util.GetPromptForRegionFunc(
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constants.SUPPORTED_OP_REGIONS
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),
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)
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flags.GetDisplayNameArg('index').AddToParser(parser)
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flags.GetDescriptionArg('index').AddToParser(parser)
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flags.GetMetadataFilePathArg('index', required=True).AddToParser(parser)
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flags.GetMetadataSchemaUriArg('index').AddToParser(parser)
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flags.GetIndexUpdateMethod().AddToParser(parser)
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flags.GetEncryptionKmsKeyNameArg().AddToParser(parser)
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labels_util.AddCreateLabelsFlags(parser)
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def _Run(self, args, version):
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validation.ValidateDisplayName(args.display_name)
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region_ref = args.CONCEPTS.region.Parse()
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region = region_ref.AsDict()['locationsId']
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project_id = region_ref.AsDict()['projectsId']
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with endpoint_util.AiplatformEndpointOverrides(version, region=region):
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index_client = client.IndexesClient(version=version)
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if version == constants.GA_VERSION:
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operation = index_client.Create(region_ref, args)
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else:
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operation = index_client.CreateBeta(region_ref, args)
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op_ref = indexes_util.ParseIndexOperation(operation.name)
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index_id = op_ref.AsDict()['indexesId']
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log.status.Print(
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constants.OPERATION_CREATION_DISPLAY_MESSAGE.format(
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name=operation.name,
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verb='create index',
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id=op_ref.Name(),
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sub_commands='--index={} --region={} [--project={}]'.format(
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index_id, region, project_id)))
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return operation
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def Run(self, args):
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return self._Run(args, constants.GA_VERSION)
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@base.ReleaseTracks(base.ReleaseTrack.ALPHA, base.ReleaseTrack.BETA)
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class CreateV1Beta1(CreateV1):
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"""Create a new Vertex AI index.
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## EXAMPLES
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To create an index under project `example` in region
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`us-central1`, encrypted with KMS key `kms-key-name`, run:
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$ {command} --display-name=index --description=test
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--metadata-file=path/to/your/metadata.json
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--project=example --region=us-central1
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--encryption-kms-key-name=kms-key-name
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"""
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def Run(self, args):
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return self._Run(args, constants.BETA_VERSION)
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