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Vertex AI v1beta1 API - Class MatchServiceClient (1.0.0-beta61)

public abstract class MatchServiceClient

Reference documentation and code samples for the Vertex AI v1beta1 API class MatchServiceClient.

MatchService client wrapper, for convenient use.

Inheritance

object > MatchServiceClient

Inherited Members

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ToString()

Derived Types

MatchServiceClientImpl

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

Remarks

MatchService is a Google managed service for efficient vector similarity search at scale.

Properties

DefaultEndpoint

public static string DefaultEndpoint { get; }

The default endpoint for the MatchService service, which is a host of "aiplatform.googleapis.com" and a port of 443.

Property Value
Type	Description
`string`

DefaultScopes

public static IReadOnlyList<string> DefaultScopes { get; }

The default MatchService scopes.

Property Value
Type	Description
`IReadOnlyListstring`

Remarks

The default MatchService scopes are:

https://www.googleapis.com/auth/cloud-platform

GrpcClient

public virtual MatchService.MatchServiceClient GrpcClient { get; }

The underlying gRPC MatchService client

Property Value
Type	Description
`MatchServiceMatchServiceClient`

IAMPolicyClient

public virtual IAMPolicyClient IAMPolicyClient { get; }

The IAMPolicyClient associated with this client.

Property Value
Type	Description
`IAMPolicyClient`

LocationsClient

public virtual LocationsClient LocationsClient { get; }

The LocationsClient associated with this client.

Property Value
Type	Description
`LocationsClient`

ServiceMetadata

public static ServiceMetadata ServiceMetadata { get; }

The service metadata associated with this client type.

Property Value
Type	Description
`ServiceMetadata`

Methods

Create()

public static MatchServiceClient Create()

Synchronously creates a MatchServiceClient using the default credentials, endpoint and settings. To specify custom credentials or other settings, use MatchServiceClientBuilder.

Returns
Type	Description
`MatchServiceClient`	The created MatchServiceClient.

CreateAsync(CancellationToken)

public static Task<MatchServiceClient> CreateAsync(CancellationToken cancellationToken = default)

Asynchronously creates a MatchServiceClient using the default credentials, endpoint and settings. To specify custom credentials or other settings, use MatchServiceClientBuilder.

Parameter
Name	Description
`cancellationToken`	`CancellationToken` The CancellationToken to use while creating the client.

Returns
Type	Description
`TaskMatchServiceClient`	The task representing the created MatchServiceClient.

FindNeighbors(FindNeighborsRequest, CallSettings)

public virtual FindNeighborsResponse FindNeighbors(FindNeighborsRequest request, CallSettings callSettings = null)

Finds the nearest neighbors of each vector within the request.

Parameters
Name	Description
`request`	`FindNeighborsRequest` The request object containing all of the parameters for the API call.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`FindNeighborsResponse`	The RPC response.

Example

// Create client
MatchServiceClient matchServiceClient = MatchServiceClient.Create();
// Initialize request argument(s)
FindNeighborsRequest request = new FindNeighborsRequest
{
    IndexEndpointAsIndexEndpointName = IndexEndpointName.FromProjectLocationIndexEndpoint("[PROJECT]", "[LOCATION]", "[INDEX_ENDPOINT]"),
    DeployedIndexId = "",
    Queries =
    {
        new FindNeighborsRequest.Types.Query(),
    },
    ReturnFullDatapoint = false,
};
// Make the request
FindNeighborsResponse response = matchServiceClient.FindNeighbors(request);

FindNeighborsAsync(FindNeighborsRequest, CallSettings)

public virtual Task<FindNeighborsResponse> FindNeighborsAsync(FindNeighborsRequest request, CallSettings callSettings = null)

Finds the nearest neighbors of each vector within the request.

Parameters
Name	Description
`request`	`FindNeighborsRequest` The request object containing all of the parameters for the API call.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`TaskFindNeighborsResponse`	A Task containing the RPC response.

Example

// Create client
MatchServiceClient matchServiceClient = await MatchServiceClient.CreateAsync();
// Initialize request argument(s)
FindNeighborsRequest request = new FindNeighborsRequest
{
    IndexEndpointAsIndexEndpointName = IndexEndpointName.FromProjectLocationIndexEndpoint("[PROJECT]", "[LOCATION]", "[INDEX_ENDPOINT]"),
    DeployedIndexId = "",
    Queries =
    {
        new FindNeighborsRequest.Types.Query(),
    },
    ReturnFullDatapoint = false,
};
// Make the request
FindNeighborsResponse response = await matchServiceClient.FindNeighborsAsync(request);

FindNeighborsAsync(FindNeighborsRequest, CancellationToken)

public virtual Task<FindNeighborsResponse> FindNeighborsAsync(FindNeighborsRequest request, CancellationToken cancellationToken)

Finds the nearest neighbors of each vector within the request.

Parameters
Name	Description
`request`	`FindNeighborsRequest` The request object containing all of the parameters for the API call.
`cancellationToken`	`CancellationToken` A CancellationToken to use for this RPC.

Returns
Type	Description
`TaskFindNeighborsResponse`	A Task containing the RPC response.

Example

// Create client
MatchServiceClient matchServiceClient = await MatchServiceClient.CreateAsync();
// Initialize request argument(s)
FindNeighborsRequest request = new FindNeighborsRequest
{
    IndexEndpointAsIndexEndpointName = IndexEndpointName.FromProjectLocationIndexEndpoint("[PROJECT]", "[LOCATION]", "[INDEX_ENDPOINT]"),
    DeployedIndexId = "",
    Queries =
    {
        new FindNeighborsRequest.Types.Query(),
    },
    ReturnFullDatapoint = false,
};
// Make the request
FindNeighborsResponse response = await matchServiceClient.FindNeighborsAsync(request);

ReadIndexDatapoints(ReadIndexDatapointsRequest, CallSettings)

public virtual ReadIndexDatapointsResponse ReadIndexDatapoints(ReadIndexDatapointsRequest request, CallSettings callSettings = null)

Reads the datapoints/vectors of the given IDs. A maximum of 1000 datapoints can be retrieved in a batch.

Parameters
Name	Description
`request`	`ReadIndexDatapointsRequest` The request object containing all of the parameters for the API call.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`ReadIndexDatapointsResponse`	The RPC response.

Example

// Create client
MatchServiceClient matchServiceClient = MatchServiceClient.Create();
// Initialize request argument(s)
ReadIndexDatapointsRequest request = new ReadIndexDatapointsRequest
{
    IndexEndpointAsIndexEndpointName = IndexEndpointName.FromProjectLocationIndexEndpoint("[PROJECT]", "[LOCATION]", "[INDEX_ENDPOINT]"),
    DeployedIndexId = "",
    Ids = { "", },
};
// Make the request
ReadIndexDatapointsResponse response = matchServiceClient.ReadIndexDatapoints(request);

ReadIndexDatapointsAsync(ReadIndexDatapointsRequest, CallSettings)

public virtual Task<ReadIndexDatapointsResponse> ReadIndexDatapointsAsync(ReadIndexDatapointsRequest request, CallSettings callSettings = null)

Reads the datapoints/vectors of the given IDs. A maximum of 1000 datapoints can be retrieved in a batch.

Parameters
Name	Description
`request`	`ReadIndexDatapointsRequest` The request object containing all of the parameters for the API call.
`callSettings`	`CallSettings` If not null, applies overrides to this RPC call.

Returns
Type	Description
`TaskReadIndexDatapointsResponse`	A Task containing the RPC response.

Example

// Create client
MatchServiceClient matchServiceClient = await MatchServiceClient.CreateAsync();
// Initialize request argument(s)
ReadIndexDatapointsRequest request = new ReadIndexDatapointsRequest
{
    IndexEndpointAsIndexEndpointName = IndexEndpointName.FromProjectLocationIndexEndpoint("[PROJECT]", "[LOCATION]", "[INDEX_ENDPOINT]"),
    DeployedIndexId = "",
    Ids = { "", },
};
// Make the request
ReadIndexDatapointsResponse response = await matchServiceClient.ReadIndexDatapointsAsync(request);

ReadIndexDatapointsAsync(ReadIndexDatapointsRequest, CancellationToken)

public virtual Task<ReadIndexDatapointsResponse> ReadIndexDatapointsAsync(ReadIndexDatapointsRequest request, CancellationToken cancellationToken)

Reads the datapoints/vectors of the given IDs. A maximum of 1000 datapoints can be retrieved in a batch.

Parameters
Name	Description
`request`	`ReadIndexDatapointsRequest` The request object containing all of the parameters for the API call.
`cancellationToken`	`CancellationToken` A CancellationToken to use for this RPC.

Returns
Type	Description
`TaskReadIndexDatapointsResponse`	A Task containing the RPC response.

Example

// Create client
MatchServiceClient matchServiceClient = await MatchServiceClient.CreateAsync();
// Initialize request argument(s)
ReadIndexDatapointsRequest request = new ReadIndexDatapointsRequest
{
    IndexEndpointAsIndexEndpointName = IndexEndpointName.FromProjectLocationIndexEndpoint("[PROJECT]", "[LOCATION]", "[INDEX_ENDPOINT]"),
    DeployedIndexId = "",
    Ids = { "", },
};
// Make the request
ReadIndexDatapointsResponse response = await matchServiceClient.ReadIndexDatapointsAsync(request);

ShutdownDefaultChannelsAsync()

public static Task ShutdownDefaultChannelsAsync()

Shuts down any channels automatically created by Create() and CreateAsync(CancellationToken). Channels which weren't automatically created are not affected.

Returns
Type	Description
`Task`	A task representing the asynchronous shutdown operation.

Remarks

After calling this method, further calls to Create() and CreateAsync(CancellationToken) will create new channels, which could in turn be shut down by another call to this method.