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gcloud/vector-search/collections/data-objects/batch-update
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gcloud/vector-search/collections/data-objects/batch-update
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NAME
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gcloud vector-search collections data-objects batch-update - update a batch
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of data objects
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SYNOPSIS
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gcloud vector-search collections data-objects batch-update
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--requests=[dataObject=DATAOBJECT],[updateMask=UPDATEMASK]
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(--collection=COLLECTION : --location=LOCATION) [GCLOUD_WIDE_FLAG ...]
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DESCRIPTION
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Update a batch of data objects.
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EXAMPLES
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To update a batch of data objects in collection my-collection, project
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my-project and location us-central1, run:
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$ gcloud vector-search collections data-objects batch-update \
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--collection=my-collection --location=us-central1 \
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--requests='[{"dataObject":{"name":"projects/my-project/location\
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s/us-central1/collections/my-collection/dataObjects/my-do-b1","data"\
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:{"genre":"Thriller"}},"updateMask":"data.genre"},{"dataObject":{"na\
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me":"projects/my-project/locations/us-central1/collections/my-collec\
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tion/dataObjects/my-do-b2","data":{"director":"Different
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Director"}},"updateMask":"data.director"}]' --project=my-project
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REQUIRED FLAGS
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--requests=[dataObject=DATAOBJECT],[updateMask=UPDATEMASK]
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Required, The request message specifying the resources to update. A
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maximum of 1000 DataObjects can be updated in a batch.
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dataObject
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The DataObject which replaces the resource on the server.
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data
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The data of the dataObject.
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etag
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The etag of the dataObject.
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name
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Identifier. The fully qualified resource name of the
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dataObject.
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Format:
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projects/{project}/locations/{location}/collections/{collection}/dataObjects/{data_object_id}
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The data_object_id must be 1-63 characters long, and comply
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with RFC1035 (https://www.ietf.org/rfc/rfc1035.txt).
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vectors
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The vectors of the dataObject.
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KEY
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Sets KEY value.
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VALUE
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Sets VALUE value.
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dense
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A dense vector.
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values
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The values of the vector.
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sparse
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A sparse vector.
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indices
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The corresponding indices for the values.
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values
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The values of the vector.
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updateMask
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The update mask applies to the resource. See
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[google.protobuf.FieldMask][google.protobuf.FieldMask].
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Shorthand Example:
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--requests=dataObject={data={...},etag=string,name=string,vectors={string={dense={values=[float]},sparse={indices=[int],values=[float]}}}},updateMask=string --requests=dataObject={data={...},etag=string,name=string,vectors={string={dense={values=[float]},sparse={indices=[int],values=[float]}}}},updateMask=string
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JSON Example:
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--requests='[{"dataObject": {"data": {...}, "etag": "string", "name": "string", "vectors": {"string": {"dense": {"values": [float]}, "sparse": {"indices": [int], "values": [float]}}}}, "updateMask": "string"}]'
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File Example:
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--requests=path_to_file.(yaml|json)
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Collection resource - The resource name of the Collection to update the
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DataObjects in. Format:
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projects/{project}/locations/{location}/collections/{collection}. The
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parent field in the UpdateDataObjectRequest messages must match this
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field. The arguments in this group can be used to specify the attributes
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of this resource. (NOTE) Some attributes are not given arguments in this
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group but can be set in other ways.
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To set the project attribute:
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◆ provide the argument --collection on the command line with a fully
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specified name;
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◆ provide the argument --project on the command line;
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◆ set the property core/project.
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This must be specified.
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--collection=COLLECTION
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ID of the collection or fully qualified identifier for the
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collection.
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To set the collection attribute:
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▸ provide the argument --collection on the command line.
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This flag argument must be specified if any of the other arguments in
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this group are specified.
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--location=LOCATION
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The location id of the collection resource.
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To set the location attribute:
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▸ provide the argument --collection on the command line with a
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fully specified name;
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▸ provide the argument --location on the command line.
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GCLOUD WIDE FLAGS
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These flags are available to all commands: --access-token-file, --account,
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--billing-project, --configuration, --flags-file, --flatten, --format,
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--help, --impersonate-service-account, --log-http, --project, --quiet,
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--trace-token, --user-output-enabled, --verbosity.
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Run $ gcloud help for details.
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API REFERENCE
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This command uses the vectorsearch/v1 API. The full documentation for this
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API can be found at:
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https://docs.cloud.google.com/vertex-ai/docs/vector-search-2/overview
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NOTES
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This variant is also available:
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$ gcloud beta vector-search collections data-objects batch-update
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