Resource: IndexEndpoint
Indexes are deployed into it. An IndexEndpoint can have multiple DeployedIndexes.
name
string
Output only. The resource name of the IndexEndpoint.
displayName
string
Required. The display name of the IndexEndpoint. The name can be up to 128 characters long and can consist of any UTF-8 characters.
description
string
The description of the IndexEndpoint.
Output only. The indexes deployed in this endpoint.
etag
string
Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
labels
map (key: string, value: string)
The 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.
Output only. timestamp when this IndexEndpoint was created.
A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z"
and "2014-10-02T15:01:23.045123456Z"
.
Output 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.
A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z"
and "2014-10-02T15:01:23.045123456Z"
.
network
string
Optional. 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 privateServiceConnectConfig
are mutually exclusive.
Format: projects/{project}/global/networks/{network}
. Where {project} is a project number, as in '12345', and {network} is network name.
enablePrivateServiceConnect
(deprecated)
boolean
Optional. Deprecated: If true, expose the IndexEndpoint via private service connect.
Only one of the fields, network
or enablePrivateServiceConnect
, can be set.
Optional. Configuration for private service connect.
network
and privateServiceConnectConfig
are mutually exclusive.
publicEndpointEnabled
boolean
Optional. If true, the deployed index will be accessible through public endpoint.
publicEndpointDomainName
string
Output only. If publicEndpointEnabled
is true, this field will be populated with the domain name to use for this index endpoint.
Immutable. Customer-managed encryption key spec for an IndexEndpoint. If set, this IndexEndpoint and all sub-resources of this IndexEndpoint will be secured by this key.
satisfiesPzs
boolean
Output only. reserved for future use.
satisfiesPzi
boolean
Output only. reserved for future use.
JSON representation |
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{ "name": string, "displayName": string, "description": string, "deployedIndexes": [ { object ( |
DeployedIndex
A deployment of an Index. IndexEndpoints contain one or more DeployedIndexes.
id
string
Required. The user specified id of the DeployedIndex. The id can be up to 128 characters long and must start with a letter and only contain letters, numbers, and underscores. The id must be unique within the project it is created in.
index
string
Required. The name of the Index this is the deployment of. We may refer to this Index as the DeployedIndex's "original" Index.
displayName
string
The display name of the DeployedIndex. If not provided upon creation, the Index's displayName is used.
Output only. timestamp when the DeployedIndex was created.
A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z"
and "2014-10-02T15:01:23.045123456Z"
.
Output only. Provides paths for users to send requests directly to the deployed index services running on Cloud via private services access. This field is populated if network
is configured.
Output only. The DeployedIndex may depend on various data on its original Index. Additionally when certain changes to the original Index are being done (e.g. when what the Index contains is being changed) the DeployedIndex may be asynchronously updated in the background to reflect these changes. If this timestamp's value is at least the Index.update_time
of the original Index, it means that this DeployedIndex and the original Index are in sync. If this timestamp is older, then to see which updates this DeployedIndex already contains (and which it does not), one must list
the operations that are running on the original Index. Only the successfully completed Operations with updateTime
equal or before this sync time are contained in this DeployedIndex.
A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z"
and "2014-10-02T15:01:23.045123456Z"
.
Optional. A description of resources that the DeployedIndex uses, which to large degree are decided by Vertex AI, and optionally allows only a modest additional configuration. If minReplicaCount is not set, the default value is 2 (we don't provide SLA when minReplicaCount=1). If maxReplicaCount is not set, the default value is minReplicaCount. The max allowed replica count is 1000.
Optional. A description of resources that are dedicated to the DeployedIndex, and that need a higher degree of manual configuration. The field minReplicaCount must be set to a value strictly greater than 0, or else validation will fail. We don't provide SLA when minReplicaCount=1. If maxReplicaCount is not set, the default value is minReplicaCount. The max allowed replica count is 1000.
Available machine types for SMALL shard: e2-standard-2 and all machine types available for MEDIUM and LARGE shard.
Available machine types for MEDIUM shard: e2-standard-16 and all machine types available for LARGE shard.
Available machine types for LARGE shard: e2-highmem-16, n2d-standard-32.
n1-standard-16 and n1-standard-32 are still available, but we recommend e2-standard-16 and e2-highmem-16 for cost efficiency.
enableAccessLogging
boolean
Optional. If true, private endpoint's access logs are sent to Cloud Logging.
These logs are like standard server access logs, containing information like timestamp and latency for each MatchRequest.
Note that logs may incur a cost, especially if the deployed index receives a high queries per second rate (QPS). Estimate your costs before enabling this option.
Optional. If set, the authentication is enabled for the private endpoint.
reservedIpRanges[]
string
Optional. A list of reserved ip ranges under the VPC network that can be used for this DeployedIndex.
If set, we will deploy the index within the provided ip ranges. Otherwise, the index might be deployed to any ip ranges under the provided VPC network.
The value should be the name of the address (https://cloud.google.com/compute/docs/reference/rest/v1/addresses) Example: ['vertex-ai-ip-range'].
For more information about subnets and network IP ranges, please see https://cloud.google.com/vpc/docs/subnets#manually_created_subnet_ip_ranges.
deploymentGroup
string
Optional. The deployment group can be no longer than 64 characters (eg: 'test', 'prod'). If not set, we will use the 'default' deployment group.
Creating deployment_groups
with reservedIpRanges
is a recommended practice when the peered network has multiple peering ranges. This creates your deployments from predictable IP spaces for easier traffic administration. Also, one deploymentGroup (except 'default') can only be used with the same reservedIpRanges which means if the deploymentGroup has been used with reservedIpRanges: [a, b, c], using it with [a, b] or [d, e] is disallowed.
Note: we only support up to 5 deployment groups(not including 'default').
Optional. If set for PSC deployed index, PSC connection will be automatically created after deployment is done and the endpoint information is populated in privateEndpoints.psc_automated_endpoints.
JSON representation |
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{ "id": string, "index": string, "displayName": string, "createTime": string, "privateEndpoints": { object ( |
IndexPrivateEndpoints
IndexPrivateEndpoints proto is used to provide paths for users to send requests via private endpoints (e.g. private service access, private service connect). To send request via private service access, use matchGrpcAddress. To send request via private service connect, use serviceAttachment.
matchGrpcAddress
string
Output only. The ip address used to send match gRPC requests.
serviceAttachment
string
Output only. The name of the service attachment resource. Populated if private service connect is enabled.
Output only. PscAutomatedEndpoints is populated if private service connect is enabled if PscAutomatedConfig is set.
JSON representation |
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{
"matchGrpcAddress": string,
"serviceAttachment": string,
"pscAutomatedEndpoints": [
{
object ( |
PscAutomatedEndpoints
PscAutomatedEndpoints defines the output of the forwarding rule automatically created by each PscAutomationConfig.
projectId
string
Corresponding projectId in pscAutomationConfigs
network
string
Corresponding network in pscAutomationConfigs.
matchAddress
string
ip Address created by the automated forwarding rule.
JSON representation |
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{ "projectId": string, "network": string, "matchAddress": string } |
DeployedIndexAuthConfig
Used to set up the auth on the DeployedIndex's private endpoint.
Defines the authentication provider that the DeployedIndex uses.
JSON representation |
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{
"authProvider": {
object ( |
AuthProvider
Configuration for an authentication provider, including support for JSON Web token (JWT).
audiences[]
string
The list of JWT audiences. that are allowed to access. A JWT containing any of these audiences will be accepted.
allowedIssuers[]
string
A list of allowed JWT issuers. Each entry must be a valid Google service account, in the following format:
service-account-name@project-id.iam.gserviceaccount.com
JSON representation |
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{ "audiences": [ string ], "allowedIssuers": [ string ] } |
PSCAutomationConfig
PSC config that is used to automatically create forwarding rule via ServiceConnectionMap.
projectId
string
Required. Project id used to create forwarding rule.
JSON representation |
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{ "projectId": string, "network": string } |
Methods |
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Creates an IndexEndpoint. |
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Deletes an IndexEndpoint. |
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Deploys an Index into this IndexEndpoint, creating a DeployedIndex within it. |
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Gets an IndexEndpoint. |
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Lists IndexEndpoints in a Location. |
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Update an existing DeployedIndex under an IndexEndpoint. |
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Updates an IndexEndpoint. |
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Undeploys an Index from an IndexEndpoint, removing a DeployedIndex from it, and freeing all resources it's using. |