75 lines
2.5 KiB
Python
75 lines
2.5 KiB
Python
# -*- coding: utf-8 -*- #
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# Copyright 2022 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 upsert datapoints 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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@base.ReleaseTracks(base.ReleaseTrack.GA)
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class UpsertDatapointsV1(base.CreateCommand):
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"""Upsert data points into the specified index.
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## EXAMPLES
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To upsert datapoints into an index '123', run:
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$ {command} 123 --datapoints-from-file=example.json
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--project=example --region=us-central1
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"""
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@staticmethod
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def Args(parser):
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flags.AddIndexResourceArg(parser, 'to upsert data points from')
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flags.GetDatapointsFilePathArg('index', required=True).AddToParser(parser)
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flags.GetDynamicMetadataUpdateMaskArg(required=False).AddToParser(parser)
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def _Run(self, args, version):
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index_ref = args.CONCEPTS.index.Parse()
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region = index_ref.AsDict()['locationsId']
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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.UpsertDatapoints(index_ref, args)
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else:
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operation = index_client.UpsertDatapointsBeta(index_ref, args)
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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 UpsertDatapointsV1Beta1(UpsertDatapointsV1):
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"""Upsert data points into the specified index.
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## EXAMPLES
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To upsert datapoints into an index `123`, run:
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$ {command} 123 --datapoints-from-file=example.json
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--project=example --region=us-central1
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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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