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index_endpoints

Overview

Nameindex_endpoints
TypeResource
Idgoogle.aiplatform.index_endpoints

Fields

NameDatatypeDescription
namestringOutput only. The resource name of the IndexEndpoint.
descriptionstringThe description of the IndexEndpoint.
createTimestringOutput only. Timestamp when this IndexEndpoint was created.
deployedIndexesarrayOutput only. The indexes deployed in this endpoint.
displayNamestringRequired. The display name of the IndexEndpoint. The name can be up to 128 characters long and can consist of any UTF-8 characters.
enablePrivateServiceConnectbooleanOptional. Deprecated: If true, expose the IndexEndpoint via private service connect. Only one of the fields, network or enable_private_service_connect, can be set.
etagstringUsed to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
labelsobjectThe labels with user-defined metadata to organize your IndexEndpoints. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels.
networkstringOptional. The full name of the Google Compute Engine network to which the IndexEndpoint should be peered. Private services access must already be configured for the network. If left unspecified, the Endpoint is not peered with any network. network and private_service_connect_config are mutually exclusive. Format: projects/{project}/global/networks/{network}. Where {project} is a project number, as in '12345', and {network} is network name.
privateServiceConnectConfigobjectRepresents configuration for private service connect.
publicEndpointDomainNamestringOutput only. If public_endpoint_enabled is true, this field will be populated with the domain name to use for this index endpoint.
publicEndpointEnabledbooleanOptional. If true, the deployed index will be accessible through public endpoint.
updateTimestringOutput only. Timestamp when this IndexEndpoint was last updated. This timestamp is not updated when the endpoint's DeployedIndexes are updated, e.g. due to updates of the original Indexes they are the deployments of.

Methods

NameAccessible byRequired ParamsDescription
getSELECTindexEndpointsId, locationsId, projectsIdGets an IndexEndpoint.
listSELECTlocationsId, projectsIdLists IndexEndpoints in a Location.
createINSERTlocationsId, projectsIdCreates an IndexEndpoint.
deleteDELETEindexEndpointsId, locationsId, projectsIdDeletes an IndexEndpoint.
_listEXEClocationsId, projectsIdLists IndexEndpoints in a Location.
deploy_indexEXECindexEndpointsId, locationsId, projectsIdDeploys an Index into this IndexEndpoint, creating a DeployedIndex within it. Only non-empty Indexes can be deployed.
find_neighborsEXECindexEndpointsId, locationsId, projectsIdFinds the nearest neighbors of each vector within the request.
mutate_deployed_indexEXECindexEndpointsId, locationsId, projectsIdUpdate an existing DeployedIndex under an IndexEndpoint.
patchEXECindexEndpointsId, locationsId, projectsIdUpdates an IndexEndpoint.
read_index_datapointsEXECindexEndpointsId, locationsId, projectsIdReads the datapoints/vectors of the given IDs. A maximum of 1000 datapoints can be retrieved in a batch.
undeploy_indexEXECindexEndpointsId, locationsId, projectsIdUndeploys an Index from an IndexEndpoint, removing a DeployedIndex from it, and freeing all resources it's using.