Class EndpointServiceClient (2.4.0)

public class EndpointServiceClient implements BackgroundResource

Service Description: A service for managing Vertex AI's Endpoints.

This class provides the ability to make remote calls to the backing service through method calls that map to API methods. Sample code to get started:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   EndpointName name = EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
   Endpoint response = endpointServiceClient.getEndpoint(name);
 }

Note: close() needs to be called on the EndpointServiceClient object to clean up resources such as threads. In the example above, try-with-resources is used, which automatically calls close().

The surface of this class includes several types of Java methods for each of the API's methods:

A "flattened" method. With this type of method, the fields of the request type have been converted into function parameters. It may be the case that not all fields are available as parameters, and not every API method will have a flattened method entry point.
A "request object" method. This type of method only takes one parameter, a request object, which must be constructed before the call. Not every API method will have a request object method.
A "callable" method. This type of method takes no parameters and returns an immutable API callable object, which can be used to initiate calls to the service.

See the individual methods for example code.

Many parameters require resource names to be formatted in a particular way. To assist with these names, this class includes a format method for each type of name, and additionally a parse method to extract the individual identifiers contained within names that are returned.

This class can be customized by passing in a custom instance of EndpointServiceSettings to create(). For example:

To customize credentials:


 EndpointServiceSettings endpointServiceSettings =
     EndpointServiceSettings.newBuilder()
         .setCredentialsProvider(FixedCredentialsProvider.create(myCredentials))
         .build();
 EndpointServiceClient endpointServiceClient =
     EndpointServiceClient.create(endpointServiceSettings);

To customize the endpoint:


 EndpointServiceSettings endpointServiceSettings =
     EndpointServiceSettings.newBuilder().setEndpoint(myEndpoint).build();
 EndpointServiceClient endpointServiceClient =
     EndpointServiceClient.create(endpointServiceSettings);

Please refer to the GitHub repository's samples for more quickstart code snippets.

Inheritance

java.lang.Object > EndpointServiceClient

Implements

BackgroundResource

Inherited Members

Object.clone()

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.toString()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Constructors

EndpointServiceClient(EndpointServiceSettings settings)

protected EndpointServiceClient(EndpointServiceSettings settings)

Constructs an instance of EndpointServiceClient, using the given settings. This is protected so that it is easy to make a subclass, but otherwise, the static factory methods should be preferred.

Parameter

Name	Description
settings	`EndpointServiceSettings`

EndpointServiceClient(EndpointServiceStub stub)

protected EndpointServiceClient(EndpointServiceStub stub)

Parameter

Name	Description
stub	`EndpointServiceStub`

Methods

awaitTermination(long duration, TimeUnit unit)

public boolean awaitTermination(long duration, TimeUnit unit)

Parameters

Name	Description
duration	`long`
unit	`TimeUnit`

Returns

Type	Description
boolean

Exceptions

Type	Description
InterruptedException

close()

public final void close()

create()

public static final EndpointServiceClient create()

Constructs an instance of EndpointServiceClient with default settings.

Returns

Type	Description
EndpointServiceClient

Exceptions

Type	Description
IOException

create(EndpointServiceSettings settings)

public static final EndpointServiceClient create(EndpointServiceSettings settings)

Constructs an instance of EndpointServiceClient, using the given settings. The channels are created based on the settings passed in, or defaults for any settings that are not set.

Parameter

Name	Description
settings	`EndpointServiceSettings`

Returns

Type	Description
EndpointServiceClient

Exceptions

Type	Description
IOException

create(EndpointServiceStub stub)

public static final EndpointServiceClient create(EndpointServiceStub stub)

Constructs an instance of EndpointServiceClient, using the given stub for making calls. This is for advanced usage - prefer using create(EndpointServiceSettings).

Parameter

Name	Description
stub	`EndpointServiceStub`

Returns

Type	Description
EndpointServiceClient

createEndpointAsync(CreateEndpointRequest request)

public final OperationFuture<Endpoint,CreateEndpointOperationMetadata> createEndpointAsync(CreateEndpointRequest request)

Creates an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   CreateEndpointRequest request =
       CreateEndpointRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setEndpoint(Endpoint.newBuilder().build())
           .build();
   Endpoint response = endpointServiceClient.createEndpointAsync(request).get();
 }

Parameter

Name	Description
request	`CreateEndpointRequest` The request object containing all of the parameters for the API call.

Returns

Type	Description
OperationFuture<Endpoint,CreateEndpointOperationMetadata>

createEndpointAsync(LocationName parent, Endpoint endpoint)

public final OperationFuture<Endpoint,CreateEndpointOperationMetadata> createEndpointAsync(LocationName parent, Endpoint endpoint)

Creates an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   Endpoint endpoint = Endpoint.newBuilder().build();
   Endpoint response = endpointServiceClient.createEndpointAsync(parent, endpoint).get();
 }

Parameters

Name	Description
parent	`LocationName` Required. The resource name of the Location to create the Endpoint in. Format: `projects/{project}/locations/{location}`
endpoint	`Endpoint` Required. The Endpoint to create.

Returns

Type	Description
OperationFuture<Endpoint,CreateEndpointOperationMetadata>

createEndpointAsync(String parent, Endpoint endpoint)

public final OperationFuture<Endpoint,CreateEndpointOperationMetadata> createEndpointAsync(String parent, Endpoint endpoint)

Creates an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   Endpoint endpoint = Endpoint.newBuilder().build();
   Endpoint response = endpointServiceClient.createEndpointAsync(parent, endpoint).get();
 }

Parameters

Name	Description
parent	`String` Required. The resource name of the Location to create the Endpoint in. Format: `projects/{project}/locations/{location}`
endpoint	`Endpoint` Required. The Endpoint to create.

Returns

Type	Description
OperationFuture<Endpoint,CreateEndpointOperationMetadata>

createEndpointCallable()

public final UnaryCallable<CreateEndpointRequest,Operation> createEndpointCallable()

Creates an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   CreateEndpointRequest request =
       CreateEndpointRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setEndpoint(Endpoint.newBuilder().build())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<CreateEndpointRequest,Operation>

createEndpointOperationCallable()

public final OperationCallable<CreateEndpointRequest,Endpoint,CreateEndpointOperationMetadata> createEndpointOperationCallable()

Creates an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   CreateEndpointRequest request =
       CreateEndpointRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setEndpoint(Endpoint.newBuilder().build())
           .build();
   OperationFuture

Returns

Type	Description
OperationCallable<CreateEndpointRequest,Endpoint,CreateEndpointOperationMetadata>

deleteEndpointAsync(DeleteEndpointRequest request)

public final OperationFuture<Empty,DeleteOperationMetadata> deleteEndpointAsync(DeleteEndpointRequest request)

Deletes an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   DeleteEndpointRequest request =
       DeleteEndpointRequest.newBuilder()
           .setName(EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString())
           .build();
   endpointServiceClient.deleteEndpointAsync(request).get();
 }

Parameter

Name	Description
request	`DeleteEndpointRequest` The request object containing all of the parameters for the API call.

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteEndpointAsync(EndpointName name)

public final OperationFuture<Empty,DeleteOperationMetadata> deleteEndpointAsync(EndpointName name)

Deletes an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   EndpointName name = EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
   endpointServiceClient.deleteEndpointAsync(name).get();
 }

Parameter

Name	Description
name	`EndpointName` Required. The name of the Endpoint resource to be deleted. Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteEndpointAsync(String name)

public final OperationFuture<Empty,DeleteOperationMetadata> deleteEndpointAsync(String name)

Deletes an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   String name = EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString();
   endpointServiceClient.deleteEndpointAsync(name).get();
 }

Parameter

Name	Description
name	`String` Required. The name of the Endpoint resource to be deleted. Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteEndpointCallable()

public final UnaryCallable<DeleteEndpointRequest,Operation> deleteEndpointCallable()

Deletes an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   DeleteEndpointRequest request =
       DeleteEndpointRequest.newBuilder()
           .setName(EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<DeleteEndpointRequest,Operation>

deleteEndpointOperationCallable()

public final OperationCallable<DeleteEndpointRequest,Empty,DeleteOperationMetadata> deleteEndpointOperationCallable()

Deletes an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   DeleteEndpointRequest request =
       DeleteEndpointRequest.newBuilder()
           .setName(EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString())
           .build();
   OperationFuture

Returns

Type	Description
OperationCallable<DeleteEndpointRequest,Empty,DeleteOperationMetadata>

deployModelAsync(DeployModelRequest request)

public final OperationFuture<DeployModelResponse,DeployModelOperationMetadata> deployModelAsync(DeployModelRequest request)

Deploys a Model into this Endpoint, creating a DeployedModel within it.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   DeployModelRequest request =
       DeployModelRequest.newBuilder()
           .setEndpoint(EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString())
           .setDeployedModel(DeployedModel.newBuilder().build())
           .putAllTrafficSplit(new HashMap

Parameter

Name	Description
request	`DeployModelRequest` The request object containing all of the parameters for the API call.

Returns

Type	Description
OperationFuture<DeployModelResponse,DeployModelOperationMetadata>

deployModelAsync(EndpointName endpoint, DeployedModel deployedModel, Map<String,Integer> trafficSplit)

public final OperationFuture<DeployModelResponse,DeployModelOperationMetadata> deployModelAsync(EndpointName endpoint, DeployedModel deployedModel, Map<String,Integer> trafficSplit)

Deploys a Model into this Endpoint, creating a DeployedModel within it.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   EndpointName endpoint = EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
   DeployedModel deployedModel = DeployedModel.newBuilder().build();
   Map

Parameters

Name	Description
endpoint	`EndpointName` Required. The name of the Endpoint resource into which to deploy a Model. Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`
deployedModel	`DeployedModel` Required. The DeployedModel to be created within the Endpoint. Note that Endpoint.traffic_split must be updated for the DeployedModel to start receiving traffic, either as part of this call, or via EndpointService.UpdateEndpoint.
trafficSplit	`Map<String,Integer>` A map from a DeployedModel's ID to the percentage of this Endpoint's traffic that should be forwarded to that DeployedModel. If this field is non-empty, then the Endpoint's traffic_split will be overwritten with it. To refer to the ID of the just being deployed Model, a "0" should be used, and the actual ID of the new DeployedModel will be filled in its place by this method. The traffic percentage values must add up to 100. If this field is empty, then the Endpoint's traffic_split is not updated.

Returns

Type	Description
OperationFuture<DeployModelResponse,DeployModelOperationMetadata>

deployModelAsync(String endpoint, DeployedModel deployedModel, Map<String,Integer> trafficSplit)

public final OperationFuture<DeployModelResponse,DeployModelOperationMetadata> deployModelAsync(String endpoint, DeployedModel deployedModel, Map<String,Integer> trafficSplit)

Deploys a Model into this Endpoint, creating a DeployedModel within it.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   String endpoint = EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString();
   DeployedModel deployedModel = DeployedModel.newBuilder().build();
   Map

Parameters

Name	Description
endpoint	`String` Required. The name of the Endpoint resource into which to deploy a Model. Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`
deployedModel	`DeployedModel` Required. The DeployedModel to be created within the Endpoint. Note that Endpoint.traffic_split must be updated for the DeployedModel to start receiving traffic, either as part of this call, or via EndpointService.UpdateEndpoint.
trafficSplit	`Map<String,Integer>` A map from a DeployedModel's ID to the percentage of this Endpoint's traffic that should be forwarded to that DeployedModel. If this field is non-empty, then the Endpoint's traffic_split will be overwritten with it. To refer to the ID of the just being deployed Model, a "0" should be used, and the actual ID of the new DeployedModel will be filled in its place by this method. The traffic percentage values must add up to 100. If this field is empty, then the Endpoint's traffic_split is not updated.

Returns

Type	Description
OperationFuture<DeployModelResponse,DeployModelOperationMetadata>

deployModelCallable()

public final UnaryCallable<DeployModelRequest,Operation> deployModelCallable()

Deploys a Model into this Endpoint, creating a DeployedModel within it.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   DeployModelRequest request =
       DeployModelRequest.newBuilder()
           .setEndpoint(EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString())
           .setDeployedModel(DeployedModel.newBuilder().build())
           .putAllTrafficSplit(new HashMap

Returns

Type	Description
UnaryCallable<DeployModelRequest,Operation>

deployModelOperationCallable()

public final OperationCallable<DeployModelRequest,DeployModelResponse,DeployModelOperationMetadata> deployModelOperationCallable()

Deploys a Model into this Endpoint, creating a DeployedModel within it.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   DeployModelRequest request =
       DeployModelRequest.newBuilder()
           .setEndpoint(EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString())
           .setDeployedModel(DeployedModel.newBuilder().build())
           .putAllTrafficSplit(new HashMap

Returns

Type	Description
OperationCallable<DeployModelRequest,DeployModelResponse,DeployModelOperationMetadata>

getEndpoint(EndpointName name)

public final Endpoint getEndpoint(EndpointName name)

Gets an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   EndpointName name = EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
   Endpoint response = endpointServiceClient.getEndpoint(name);
 }

Parameter

Name	Description
name	`EndpointName` Required. The name of the Endpoint resource. Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`

Returns

Type	Description
Endpoint

getEndpoint(GetEndpointRequest request)

public final Endpoint getEndpoint(GetEndpointRequest request)

Gets an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   GetEndpointRequest request =
       GetEndpointRequest.newBuilder()
           .setName(EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString())
           .build();
   Endpoint response = endpointServiceClient.getEndpoint(request);
 }

Parameter

Name	Description
request	`GetEndpointRequest` The request object containing all of the parameters for the API call.

Returns

Type	Description
Endpoint

getEndpoint(String name)

public final Endpoint getEndpoint(String name)

Gets an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   String name = EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString();
   Endpoint response = endpointServiceClient.getEndpoint(name);
 }

Parameter

Name	Description
name	`String` Required. The name of the Endpoint resource. Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`

Returns

Type	Description
Endpoint

getEndpointCallable()

public final UnaryCallable<GetEndpointRequest,Endpoint> getEndpointCallable()

Gets an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   GetEndpointRequest request =
       GetEndpointRequest.newBuilder()
           .setName(EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<GetEndpointRequest,Endpoint>

getOperationsClient()

public final OperationsClient getOperationsClient()

Returns the OperationsClient that can be used to query the status of a long-running operation returned by another API method call.

Returns

Type	Description
OperationsClient

getSettings()

public final EndpointServiceSettings getSettings()

Returns

Type	Description
EndpointServiceSettings

getStub()

public EndpointServiceStub getStub()

Returns

Type	Description
EndpointServiceStub

isShutdown()

public boolean isShutdown()

Returns

Type	Description
boolean

isTerminated()

public boolean isTerminated()

Returns

Type	Description
boolean

listEndpoints(ListEndpointsRequest request)

public final EndpointServiceClient.ListEndpointsPagedResponse listEndpoints(ListEndpointsRequest request)

Lists Endpoints in a Location.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   ListEndpointsRequest request =
       ListEndpointsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   for (Endpoint element : endpointServiceClient.listEndpoints(request).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

Name	Description
request	`ListEndpointsRequest` The request object containing all of the parameters for the API call.

Returns

Type	Description
EndpointServiceClient.ListEndpointsPagedResponse

listEndpoints(LocationName parent)

public final EndpointServiceClient.ListEndpointsPagedResponse listEndpoints(LocationName parent)

Lists Endpoints in a Location.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (Endpoint element : endpointServiceClient.listEndpoints(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

Name	Description
parent	`LocationName` Required. The resource name of the Location from which to list the Endpoints. Format: `projects/{project}/locations/{location}`

Returns

Type	Description
EndpointServiceClient.ListEndpointsPagedResponse

listEndpoints(String parent)

public final EndpointServiceClient.ListEndpointsPagedResponse listEndpoints(String parent)

Lists Endpoints in a Location.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (Endpoint element : endpointServiceClient.listEndpoints(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

Name	Description
parent	`String` Required. The resource name of the Location from which to list the Endpoints. Format: `projects/{project}/locations/{location}`

Returns

Type	Description
EndpointServiceClient.ListEndpointsPagedResponse

listEndpointsCallable()

public final UnaryCallable<ListEndpointsRequest,ListEndpointsResponse> listEndpointsCallable()

Lists Endpoints in a Location.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   ListEndpointsRequest request =
       ListEndpointsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   while (true) {
     ListEndpointsResponse response =
         endpointServiceClient.listEndpointsCallable().call(request);
     for (Endpoint element : response.getResponsesList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

Returns

Type	Description
UnaryCallable<ListEndpointsRequest,ListEndpointsResponse>

listEndpointsPagedCallable()

public final UnaryCallable<ListEndpointsRequest,EndpointServiceClient.ListEndpointsPagedResponse> listEndpointsPagedCallable()

Lists Endpoints in a Location.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   ListEndpointsRequest request =
       ListEndpointsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<ListEndpointsRequest,ListEndpointsPagedResponse>

shutdown()

public void shutdown()

shutdownNow()

public void shutdownNow()

undeployModelAsync(EndpointName endpoint, String deployedModelId, Map<String,Integer> trafficSplit)

public final OperationFuture<UndeployModelResponse,UndeployModelOperationMetadata> undeployModelAsync(EndpointName endpoint, String deployedModelId, Map<String,Integer> trafficSplit)

Undeploys a Model from an Endpoint, removing a DeployedModel from it, and freeing all resources it's using.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   EndpointName endpoint = EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]");
   String deployedModelId = "deployedModelId-1817547906";
   Map

Parameters

Name	Description
endpoint	`EndpointName` Required. The name of the Endpoint resource from which to undeploy a Model. Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`
deployedModelId	`String` Required. The ID of the DeployedModel to be undeployed from the Endpoint.
trafficSplit	`Map<String,Integer>` If this field is provided, then the Endpoint's traffic_split will be overwritten with it. If last DeployedModel is being undeployed from the Endpoint, the [Endpoint.traffic_split] will always end up empty when this call returns. A DeployedModel will be successfully undeployed only if it doesn't have any traffic assigned to it when this method executes, or if this field unassigns any traffic to it.

Returns

Type	Description
OperationFuture<UndeployModelResponse,UndeployModelOperationMetadata>

undeployModelAsync(UndeployModelRequest request)

public final OperationFuture<UndeployModelResponse,UndeployModelOperationMetadata> undeployModelAsync(UndeployModelRequest request)

Undeploys a Model from an Endpoint, removing a DeployedModel from it, and freeing all resources it's using.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   UndeployModelRequest request =
       UndeployModelRequest.newBuilder()
           .setEndpoint(EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString())
           .setDeployedModelId("deployedModelId-1817547906")
           .putAllTrafficSplit(new HashMap

Parameter

Name	Description
request	`UndeployModelRequest` The request object containing all of the parameters for the API call.

Returns

Type	Description
OperationFuture<UndeployModelResponse,UndeployModelOperationMetadata>

undeployModelAsync(String endpoint, String deployedModelId, Map<String,Integer> trafficSplit)

public final OperationFuture<UndeployModelResponse,UndeployModelOperationMetadata> undeployModelAsync(String endpoint, String deployedModelId, Map<String,Integer> trafficSplit)

Undeploys a Model from an Endpoint, removing a DeployedModel from it, and freeing all resources it's using.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   String endpoint = EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString();
   String deployedModelId = "deployedModelId-1817547906";
   Map

Parameters

Name	Description
endpoint	`String` Required. The name of the Endpoint resource from which to undeploy a Model. Format: `projects/{project}/locations/{location}/endpoints/{endpoint}`
deployedModelId	`String` Required. The ID of the DeployedModel to be undeployed from the Endpoint.
trafficSplit	`Map<String,Integer>` If this field is provided, then the Endpoint's traffic_split will be overwritten with it. If last DeployedModel is being undeployed from the Endpoint, the [Endpoint.traffic_split] will always end up empty when this call returns. A DeployedModel will be successfully undeployed only if it doesn't have any traffic assigned to it when this method executes, or if this field unassigns any traffic to it.

Returns

Type	Description
OperationFuture<UndeployModelResponse,UndeployModelOperationMetadata>

undeployModelCallable()

public final UnaryCallable<UndeployModelRequest,Operation> undeployModelCallable()

Undeploys a Model from an Endpoint, removing a DeployedModel from it, and freeing all resources it's using.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   UndeployModelRequest request =
       UndeployModelRequest.newBuilder()
           .setEndpoint(EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString())
           .setDeployedModelId("deployedModelId-1817547906")
           .putAllTrafficSplit(new HashMap

Returns

Type	Description
UnaryCallable<UndeployModelRequest,Operation>

undeployModelOperationCallable()

public final OperationCallable<UndeployModelRequest,UndeployModelResponse,UndeployModelOperationMetadata> undeployModelOperationCallable()

Undeploys a Model from an Endpoint, removing a DeployedModel from it, and freeing all resources it's using.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   UndeployModelRequest request =
       UndeployModelRequest.newBuilder()
           .setEndpoint(EndpointName.of("[PROJECT]", "[LOCATION]", "[ENDPOINT]").toString())
           .setDeployedModelId("deployedModelId-1817547906")
           .putAllTrafficSplit(new HashMap

Returns

Type	Description
OperationCallable<UndeployModelRequest,UndeployModelResponse,UndeployModelOperationMetadata>

updateEndpoint(Endpoint endpoint, FieldMask updateMask)

public final Endpoint updateEndpoint(Endpoint endpoint, FieldMask updateMask)

Updates an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   Endpoint endpoint = Endpoint.newBuilder().build();
   FieldMask updateMask = FieldMask.newBuilder().build();
   Endpoint response = endpointServiceClient.updateEndpoint(endpoint, updateMask);
 }

Parameters

Name	Description
endpoint	`Endpoint` Required. The Endpoint which replaces the resource on the server.
updateMask	`FieldMask` Required. The update mask applies to the resource. See google.protobuf.FieldMask.

Returns

Type	Description
Endpoint

updateEndpoint(UpdateEndpointRequest request)

public final Endpoint updateEndpoint(UpdateEndpointRequest request)

Updates an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   UpdateEndpointRequest request =
       UpdateEndpointRequest.newBuilder()
           .setEndpoint(Endpoint.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   Endpoint response = endpointServiceClient.updateEndpoint(request);
 }

Parameter

Name	Description
request	`UpdateEndpointRequest` The request object containing all of the parameters for the API call.

Returns

Type	Description
Endpoint

updateEndpointCallable()

public final UnaryCallable<UpdateEndpointRequest,Endpoint> updateEndpointCallable()

Updates an Endpoint.

Sample code:


 try (EndpointServiceClient endpointServiceClient = EndpointServiceClient.create()) {
   UpdateEndpointRequest request =
       UpdateEndpointRequest.newBuilder()
           .setEndpoint(Endpoint.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<UpdateEndpointRequest,Endpoint>