Package com.google.cloud.aiplatform.v1beta1

Class ModelServiceClient

  • All Implemented Interfaces:
    com.google.api.gax.core.BackgroundResource, AutoCloseable
    @BetaApi
@Generated("by gapic-generator-java")
public class ModelServiceClient
extends Object
implements com.google.api.gax.core.BackgroundResource
    Service Description: A service for managing Vertex AI's machine learning Models.

    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: 

    
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ModelName name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   Model response = modelServiceClient.getModel(name);
 }

    Note: close() needs to be called on the ModelServiceClient 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:

    1. 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.
    2. 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.
    3. 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 ModelServiceSettings to create(). For example:

    To customize credentials: 

    
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 ModelServiceSettings modelServiceSettings =
     ModelServiceSettings.newBuilder()
         .setCredentialsProvider(FixedCredentialsProvider.create(myCredentials))
         .build();
 ModelServiceClient modelServiceClient = ModelServiceClient.create(modelServiceSettings);

    To customize the endpoint: 

    
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 ModelServiceSettings modelServiceSettings =
     ModelServiceSettings.newBuilder().setEndpoint(myEndpoint).build();
 ModelServiceClient modelServiceClient = ModelServiceClient.create(modelServiceSettings);

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

    • Constructor Detail

      • ModelServiceClient

        protected ModelServiceClient​(ModelServiceSettings settings)
                      throws IOException
        Constructs an instance of ModelServiceClient, 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.
        Throws:
        IOException

    • Method Detail

      • create

        public static final ModelServiceClient create​(ModelServiceSettings settings)
                                       throws IOException
        Constructs an instance of ModelServiceClient, using the given settings. The channels are created based on the settings passed in, or defaults for any settings that are not set.
        Throws:
        IOException

      • create

        public static final ModelServiceClient create​(ModelServiceStub stub)
        Constructs an instance of ModelServiceClient, using the given stub for making calls. This is for advanced usage - prefer using create(ModelServiceSettings).

      • getOperationsClient

        public final com.google.longrunning.OperationsClient getOperationsClient()
        Returns the OperationsClient that can be used to query the status of a long-running operation returned by another API method call.

      • uploadModelAsync

        public final com.google.api.gax.longrunning.OperationFuture<UploadModelResponse,​UploadModelOperationMetadata> uploadModelAsync​(LocationName parent,
                                                                                                                                     Model model)
        Uploads a Model artifact into Vertex AI.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   Model model = Model.newBuilder().build();
   UploadModelResponse response = modelServiceClient.uploadModelAsync(parent, model).get();
 }
        Parameters:
        parent - Required. The resource name of the Location into which to upload the Model. Format: `projects/{project}/locations/{location}`
        model - Required. The Model to create.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • uploadModelAsync

        public final com.google.api.gax.longrunning.OperationFuture<UploadModelResponse,​UploadModelOperationMetadata> uploadModelAsync​(String parent,
                                                                                                                                     Model model)
        Uploads a Model artifact into Vertex AI.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   Model model = Model.newBuilder().build();
   UploadModelResponse response = modelServiceClient.uploadModelAsync(parent, model).get();
 }
        Parameters:
        parent - Required. The resource name of the Location into which to upload the Model. Format: `projects/{project}/locations/{location}`
        model - Required. The Model to create.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • uploadModelAsync

        public final com.google.api.gax.longrunning.OperationFuture<UploadModelResponse,​UploadModelOperationMetadata> uploadModelAsync​(UploadModelRequest request)
        Uploads a Model artifact into Vertex AI.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   UploadModelRequest request =
       UploadModelRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setParentModel("parentModel998431903")
           .setModelId("modelId1226956324")
           .setModel(Model.newBuilder().build())
           .setServiceAccount("serviceAccount1079137720")
           .build();
   UploadModelResponse response = modelServiceClient.uploadModelAsync(request).get();
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • uploadModelOperationCallable

        public final com.google.api.gax.rpc.OperationCallable<UploadModelRequest,​UploadModelResponse,​UploadModelOperationMetadata> uploadModelOperationCallable()
        Uploads a Model artifact into Vertex AI.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   UploadModelRequest request =
       UploadModelRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setParentModel("parentModel998431903")
           .setModelId("modelId1226956324")
           .setModel(Model.newBuilder().build())
           .setServiceAccount("serviceAccount1079137720")
           .build();
   OperationFuture<UploadModelResponse, UploadModelOperationMetadata> future =
       modelServiceClient.uploadModelOperationCallable().futureCall(request);
   // Do something.
   UploadModelResponse response = future.get();
 }

      • uploadModelCallable

        public final com.google.api.gax.rpc.UnaryCallable<UploadModelRequest,​com.google.longrunning.Operation> uploadModelCallable()
        Uploads a Model artifact into Vertex AI.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   UploadModelRequest request =
       UploadModelRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setParentModel("parentModel998431903")
           .setModelId("modelId1226956324")
           .setModel(Model.newBuilder().build())
           .setServiceAccount("serviceAccount1079137720")
           .build();
   ApiFuture<Operation> future = modelServiceClient.uploadModelCallable().futureCall(request);
   // Do something.
   Operation response = future.get();
 }

      • getModel

        public final Model getModel​(ModelName name)
        Gets a Model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ModelName name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   Model response = modelServiceClient.getModel(name);
 }
        Parameters:
        name - Required. The name of the Model resource. Format: `projects/{project}/locations/{location}/models/{model}`

        In order to retrieve a specific version of the model, also provide the version ID or version alias. Example: `projects/{project}/locations/{location}/models/{model}@2` or `projects/{project}/locations/{location}/models/{model}@golden` If no version ID or alias is specified, the "default" version will be returned. The "default" version alias is created for the first version of the model, and can be moved to other versions later on. There will be exactly one default version.

        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getModel

        public final Model getModel​(String name)
        Gets a Model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   Model response = modelServiceClient.getModel(name);
 }
        Parameters:
        name - Required. The name of the Model resource. Format: `projects/{project}/locations/{location}/models/{model}`

        In order to retrieve a specific version of the model, also provide the version ID or version alias. Example: `projects/{project}/locations/{location}/models/{model}@2` or `projects/{project}/locations/{location}/models/{model}@golden` If no version ID or alias is specified, the "default" version will be returned. The "default" version alias is created for the first version of the model, and can be moved to other versions later on. There will be exactly one default version.

        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getModel

        public final Model getModel​(GetModelRequest request)
        Gets a Model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   GetModelRequest request =
       GetModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   Model response = modelServiceClient.getModel(request);
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getModelCallable

        public final com.google.api.gax.rpc.UnaryCallable<GetModelRequest,​Model> getModelCallable()
        Gets a Model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   GetModelRequest request =
       GetModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   ApiFuture<Model> future = modelServiceClient.getModelCallable().futureCall(request);
   // Do something.
   Model response = future.get();
 }

      • listModels

        public final ModelServiceClient.ListModelsPagedResponse listModels​(LocationName parent)
        Lists Models in a Location.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (Model element : modelServiceClient.listModels(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The resource name of the Location to list the Models from. Format: `projects/{project}/locations/{location}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listModels

        public final ModelServiceClient.ListModelsPagedResponse listModels​(String parent)
        Lists Models in a Location.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (Model element : modelServiceClient.listModels(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The resource name of the Location to list the Models from. Format: `projects/{project}/locations/{location}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listModels

        public final ModelServiceClient.ListModelsPagedResponse listModels​(ListModelsRequest request)
        Lists Models in a Location.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ListModelsRequest request =
       ListModelsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   for (Model element : modelServiceClient.listModels(request).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listModelsPagedCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListModelsRequest,​ModelServiceClient.ListModelsPagedResponse> listModelsPagedCallable()
        Lists Models in a Location.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ListModelsRequest request =
       ListModelsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<Model> future = modelServiceClient.listModelsPagedCallable().futureCall(request);
   // Do something.
   for (Model element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

      • listModelsCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListModelsRequest,​ListModelsResponse> listModelsCallable()
        Lists Models in a Location.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ListModelsRequest request =
       ListModelsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   while (true) {
     ListModelsResponse response = modelServiceClient.listModelsCallable().call(request);
     for (Model element : response.getModelsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

      • listModelVersions

        public final ModelServiceClient.ListModelVersionsPagedResponse listModelVersions​(ModelName name)
        Lists versions of the specified model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ModelName name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   for (Model element : modelServiceClient.listModelVersions(name).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        name - Required. The name of the model to list versions for.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listModelVersions

        public final ModelServiceClient.ListModelVersionsPagedResponse listModelVersions​(String name)
        Lists versions of the specified model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   for (Model element : modelServiceClient.listModelVersions(name).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        name - Required. The name of the model to list versions for.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listModelVersions

        public final ModelServiceClient.ListModelVersionsPagedResponse listModelVersions​(ListModelVersionsRequest request)
        Lists versions of the specified model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ListModelVersionsRequest request =
       ListModelVersionsRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setFilter("filter-1274492040")
           .setReadMask(FieldMask.newBuilder().build())
           .setOrderBy("orderBy-1207110587")
           .build();
   for (Model element : modelServiceClient.listModelVersions(request).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listModelVersionsPagedCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListModelVersionsRequest,​ModelServiceClient.ListModelVersionsPagedResponse> listModelVersionsPagedCallable()
        Lists versions of the specified model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ListModelVersionsRequest request =
       ListModelVersionsRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setFilter("filter-1274492040")
           .setReadMask(FieldMask.newBuilder().build())
           .setOrderBy("orderBy-1207110587")
           .build();
   ApiFuture<Model> future =
       modelServiceClient.listModelVersionsPagedCallable().futureCall(request);
   // Do something.
   for (Model element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

      • listModelVersionsCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListModelVersionsRequest,​ListModelVersionsResponse> listModelVersionsCallable()
        Lists versions of the specified model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ListModelVersionsRequest request =
       ListModelVersionsRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setFilter("filter-1274492040")
           .setReadMask(FieldMask.newBuilder().build())
           .setOrderBy("orderBy-1207110587")
           .build();
   while (true) {
     ListModelVersionsResponse response =
         modelServiceClient.listModelVersionsCallable().call(request);
     for (Model element : response.getModelsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

      • updateModel

        public final Model updateModel​(Model model,
                               com.google.protobuf.FieldMask updateMask)
        Updates a Model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   Model model = Model.newBuilder().build();
   FieldMask updateMask = FieldMask.newBuilder().build();
   Model response = modelServiceClient.updateModel(model, updateMask);
 }
        Parameters:
        model - Required. The Model which replaces the resource on the server. When Model Versioning is enabled, the model.name will be used to determine whether to update the model or model version. 1. model.name with the @ value, e.g. models/123@1, refers to a version specific update. 2. model.name without the @ value, e.g. models/123, refers to a model update. 3. model.name with @-, e.g. models/123@-, refers to a model update. 4. Supported model fields: display_name, description; supported version-specific fields: version_description. Labels are supported in both scenarios. Both the model labels and the version labels are merged when a model is returned. When updating labels, if the request is for model-specific update, model label gets updated. Otherwise, version labels get updated. 5. A model name or model version name fields update mismatch will cause a precondition error. 6. One request cannot update both the model and the version fields. You must update them separately.
        updateMask - Required. The update mask applies to the resource. For the `FieldMask` definition, see [google.protobuf.FieldMask][google.protobuf.FieldMask].
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • updateModel

        public final Model updateModel​(UpdateModelRequest request)
        Updates a Model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   UpdateModelRequest request =
       UpdateModelRequest.newBuilder()
           .setModel(Model.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   Model response = modelServiceClient.updateModel(request);
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • updateModelCallable

        public final com.google.api.gax.rpc.UnaryCallable<UpdateModelRequest,​Model> updateModelCallable()
        Updates a Model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   UpdateModelRequest request =
       UpdateModelRequest.newBuilder()
           .setModel(Model.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<Model> future = modelServiceClient.updateModelCallable().futureCall(request);
   // Do something.
   Model response = future.get();
 }

      • updateExplanationDatasetAsync

        public final com.google.api.gax.longrunning.OperationFuture<UpdateExplanationDatasetResponse,​UpdateExplanationDatasetOperationMetadata> updateExplanationDatasetAsync​(ModelName model)
        Incrementally update the dataset used for an examples model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ModelName model = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   UpdateExplanationDatasetResponse response =
       modelServiceClient.updateExplanationDatasetAsync(model).get();
 }
        Parameters:
        model - Required. The resource name of the Model to update. Format: `projects/{project}/locations/{location}/models/{model}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • updateExplanationDatasetAsync

        public final com.google.api.gax.longrunning.OperationFuture<UpdateExplanationDatasetResponse,​UpdateExplanationDatasetOperationMetadata> updateExplanationDatasetAsync​(String model)
        Incrementally update the dataset used for an examples model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String model = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   UpdateExplanationDatasetResponse response =
       modelServiceClient.updateExplanationDatasetAsync(model).get();
 }
        Parameters:
        model - Required. The resource name of the Model to update. Format: `projects/{project}/locations/{location}/models/{model}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • updateExplanationDatasetAsync

        public final com.google.api.gax.longrunning.OperationFuture<UpdateExplanationDatasetResponse,​UpdateExplanationDatasetOperationMetadata> updateExplanationDatasetAsync​(UpdateExplanationDatasetRequest request)
        Incrementally update the dataset used for an examples model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   UpdateExplanationDatasetRequest request =
       UpdateExplanationDatasetRequest.newBuilder()
           .setModel(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setExamples(Examples.newBuilder().build())
           .build();
   UpdateExplanationDatasetResponse response =
       modelServiceClient.updateExplanationDatasetAsync(request).get();
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • updateExplanationDatasetOperationCallable

        public final com.google.api.gax.rpc.OperationCallable<UpdateExplanationDatasetRequest,​UpdateExplanationDatasetResponse,​UpdateExplanationDatasetOperationMetadata> updateExplanationDatasetOperationCallable()
        Incrementally update the dataset used for an examples model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   UpdateExplanationDatasetRequest request =
       UpdateExplanationDatasetRequest.newBuilder()
           .setModel(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setExamples(Examples.newBuilder().build())
           .build();
   OperationFuture<UpdateExplanationDatasetResponse, UpdateExplanationDatasetOperationMetadata>
       future =
           modelServiceClient.updateExplanationDatasetOperationCallable().futureCall(request);
   // Do something.
   UpdateExplanationDatasetResponse response = future.get();
 }

      • updateExplanationDatasetCallable

        public final com.google.api.gax.rpc.UnaryCallable<UpdateExplanationDatasetRequest,​com.google.longrunning.Operation> updateExplanationDatasetCallable()
        Incrementally update the dataset used for an examples model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   UpdateExplanationDatasetRequest request =
       UpdateExplanationDatasetRequest.newBuilder()
           .setModel(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setExamples(Examples.newBuilder().build())
           .build();
   ApiFuture<Operation> future =
       modelServiceClient.updateExplanationDatasetCallable().futureCall(request);
   // Do something.
   Operation response = future.get();
 }

      • deleteModelAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteModelAsync​(ModelName name)
        Deletes a Model.

        A model cannot be deleted if any [Endpoint][google.cloud.aiplatform.v1beta1.Endpoint] resource has a [DeployedModel][google.cloud.aiplatform.v1beta1.DeployedModel] based on the model in its [deployed_models][google.cloud.aiplatform.v1beta1.Endpoint.deployed_models] field.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ModelName name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   modelServiceClient.deleteModelAsync(name).get();
 }
        Parameters:
        name - Required. The name of the Model resource to be deleted. Format: `projects/{project}/locations/{location}/models/{model}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteModelAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteModelAsync​(String name)
        Deletes a Model.

        A model cannot be deleted if any [Endpoint][google.cloud.aiplatform.v1beta1.Endpoint] resource has a [DeployedModel][google.cloud.aiplatform.v1beta1.DeployedModel] based on the model in its [deployed_models][google.cloud.aiplatform.v1beta1.Endpoint.deployed_models] field.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   modelServiceClient.deleteModelAsync(name).get();
 }
        Parameters:
        name - Required. The name of the Model resource to be deleted. Format: `projects/{project}/locations/{location}/models/{model}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteModelAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteModelAsync​(DeleteModelRequest request)
        Deletes a Model.

        A model cannot be deleted if any [Endpoint][google.cloud.aiplatform.v1beta1.Endpoint] resource has a [DeployedModel][google.cloud.aiplatform.v1beta1.DeployedModel] based on the model in its [deployed_models][google.cloud.aiplatform.v1beta1.Endpoint.deployed_models] field.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   DeleteModelRequest request =
       DeleteModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   modelServiceClient.deleteModelAsync(request).get();
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteModelOperationCallable

        public final com.google.api.gax.rpc.OperationCallable<DeleteModelRequest,​com.google.protobuf.Empty,​DeleteOperationMetadata> deleteModelOperationCallable()
        Deletes a Model.

        A model cannot be deleted if any [Endpoint][google.cloud.aiplatform.v1beta1.Endpoint] resource has a [DeployedModel][google.cloud.aiplatform.v1beta1.DeployedModel] based on the model in its [deployed_models][google.cloud.aiplatform.v1beta1.Endpoint.deployed_models] field.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   DeleteModelRequest request =
       DeleteModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   OperationFuture<Empty, DeleteOperationMetadata> future =
       modelServiceClient.deleteModelOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • deleteModelCallable

        public final com.google.api.gax.rpc.UnaryCallable<DeleteModelRequest,​com.google.longrunning.Operation> deleteModelCallable()
        Deletes a Model.

        A model cannot be deleted if any [Endpoint][google.cloud.aiplatform.v1beta1.Endpoint] resource has a [DeployedModel][google.cloud.aiplatform.v1beta1.DeployedModel] based on the model in its [deployed_models][google.cloud.aiplatform.v1beta1.Endpoint.deployed_models] field.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   DeleteModelRequest request =
       DeleteModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   ApiFuture<Operation> future = modelServiceClient.deleteModelCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • deleteModelVersionAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteModelVersionAsync​(ModelName name)
        Deletes a Model version.

        Model version can only be deleted if there are no [DeployedModels][google.cloud.aiplatform.v1beta1.DeployedModel] created from it. Deleting the only version in the Model is not allowed. Use [DeleteModel][google.cloud.aiplatform.v1beta1.ModelService.DeleteModel] for deleting the Model instead.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ModelName name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   modelServiceClient.deleteModelVersionAsync(name).get();
 }
        Parameters:
        name - Required. The name of the model version to be deleted, with a version ID explicitly included.

        Example: `projects/{project}/locations/{location}/models/{model}@1234`

        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteModelVersionAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteModelVersionAsync​(String name)
        Deletes a Model version.

        Model version can only be deleted if there are no [DeployedModels][google.cloud.aiplatform.v1beta1.DeployedModel] created from it. Deleting the only version in the Model is not allowed. Use [DeleteModel][google.cloud.aiplatform.v1beta1.ModelService.DeleteModel] for deleting the Model instead.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   modelServiceClient.deleteModelVersionAsync(name).get();
 }
        Parameters:
        name - Required. The name of the model version to be deleted, with a version ID explicitly included.

        Example: `projects/{project}/locations/{location}/models/{model}@1234`

        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteModelVersionAsync

        public final com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,​DeleteOperationMetadata> deleteModelVersionAsync​(DeleteModelVersionRequest request)
        Deletes a Model version.

        Model version can only be deleted if there are no [DeployedModels][google.cloud.aiplatform.v1beta1.DeployedModel] created from it. Deleting the only version in the Model is not allowed. Use [DeleteModel][google.cloud.aiplatform.v1beta1.ModelService.DeleteModel] for deleting the Model instead.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   DeleteModelVersionRequest request =
       DeleteModelVersionRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   modelServiceClient.deleteModelVersionAsync(request).get();
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • deleteModelVersionOperationCallable

        public final com.google.api.gax.rpc.OperationCallable<DeleteModelVersionRequest,​com.google.protobuf.Empty,​DeleteOperationMetadata> deleteModelVersionOperationCallable()
        Deletes a Model version.

        Model version can only be deleted if there are no [DeployedModels][google.cloud.aiplatform.v1beta1.DeployedModel] created from it. Deleting the only version in the Model is not allowed. Use [DeleteModel][google.cloud.aiplatform.v1beta1.ModelService.DeleteModel] for deleting the Model instead.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   DeleteModelVersionRequest request =
       DeleteModelVersionRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   OperationFuture<Empty, DeleteOperationMetadata> future =
       modelServiceClient.deleteModelVersionOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • deleteModelVersionCallable

        public final com.google.api.gax.rpc.UnaryCallable<DeleteModelVersionRequest,​com.google.longrunning.Operation> deleteModelVersionCallable()
        Deletes a Model version.

        Model version can only be deleted if there are no [DeployedModels][google.cloud.aiplatform.v1beta1.DeployedModel] created from it. Deleting the only version in the Model is not allowed. Use [DeleteModel][google.cloud.aiplatform.v1beta1.ModelService.DeleteModel] for deleting the Model instead.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   DeleteModelVersionRequest request =
       DeleteModelVersionRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .build();
   ApiFuture<Operation> future =
       modelServiceClient.deleteModelVersionCallable().futureCall(request);
   // Do something.
   future.get();
 }

      • mergeVersionAliases

        public final Model mergeVersionAliases​(ModelName name,
                                       List<String> versionAliases)
        Merges a set of aliases for a Model version.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ModelName name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   List<String> versionAliases = new ArrayList<>();
   Model response = modelServiceClient.mergeVersionAliases(name, versionAliases);
 }
        Parameters:
        name - Required. The name of the model version to merge aliases, with a version ID explicitly included.

        Example: `projects/{project}/locations/{location}/models/{model}@1234`

        versionAliases - Required. The set of version aliases to merge. The alias should be at most 128 characters, and match `[a-z][a-zA-Z0-9-]{0,126}[a-z-0-9]`. Add the `-` prefix to an alias means removing that alias from the version. `-` is NOT counted in the 128 characters. Example: `-golden` means removing the `golden` alias from the version.

        There is NO ordering in aliases, which means 1) The aliases returned from GetModel API might not have the exactly same order from this MergeVersionAliases API. 2) Adding and deleting the same alias in the request is not recommended, and the 2 operations will be cancelled out.

        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • mergeVersionAliases

        public final Model mergeVersionAliases​(String name,
                                       List<String> versionAliases)
        Merges a set of aliases for a Model version.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   List<String> versionAliases = new ArrayList<>();
   Model response = modelServiceClient.mergeVersionAliases(name, versionAliases);
 }
        Parameters:
        name - Required. The name of the model version to merge aliases, with a version ID explicitly included.

        Example: `projects/{project}/locations/{location}/models/{model}@1234`

        versionAliases - Required. The set of version aliases to merge. The alias should be at most 128 characters, and match `[a-z][a-zA-Z0-9-]{0,126}[a-z-0-9]`. Add the `-` prefix to an alias means removing that alias from the version. `-` is NOT counted in the 128 characters. Example: `-golden` means removing the `golden` alias from the version.

        There is NO ordering in aliases, which means 1) The aliases returned from GetModel API might not have the exactly same order from this MergeVersionAliases API. 2) Adding and deleting the same alias in the request is not recommended, and the 2 operations will be cancelled out.

        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • mergeVersionAliases

        public final Model mergeVersionAliases​(MergeVersionAliasesRequest request)
        Merges a set of aliases for a Model version.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   MergeVersionAliasesRequest request =
       MergeVersionAliasesRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .addAllVersionAliases(new ArrayList<String>())
           .build();
   Model response = modelServiceClient.mergeVersionAliases(request);
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • mergeVersionAliasesCallable

        public final com.google.api.gax.rpc.UnaryCallable<MergeVersionAliasesRequest,​Model> mergeVersionAliasesCallable()
        Merges a set of aliases for a Model version.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   MergeVersionAliasesRequest request =
       MergeVersionAliasesRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .addAllVersionAliases(new ArrayList<String>())
           .build();
   ApiFuture<Model> future =
       modelServiceClient.mergeVersionAliasesCallable().futureCall(request);
   // Do something.
   Model response = future.get();
 }

      • exportModelAsync

        public final com.google.api.gax.longrunning.OperationFuture<ExportModelResponse,​ExportModelOperationMetadata> exportModelAsync​(ModelName name,
                                                                                                                                     ExportModelRequest.OutputConfig outputConfig)
        Exports a trained, exportable Model to a location specified by the user. A Model is considered to be exportable if it has at least one [supported export format][google.cloud.aiplatform.v1beta1.Model.supported_export_formats].

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ModelName name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   ExportModelRequest.OutputConfig outputConfig =
       ExportModelRequest.OutputConfig.newBuilder().build();
   ExportModelResponse response = modelServiceClient.exportModelAsync(name, outputConfig).get();
 }
        Parameters:
        name - Required. The resource name of the Model to export. The resource name may contain version id or version alias to specify the version, if no version is specified, the default version will be exported.
        outputConfig - Required. The desired output location and configuration.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • exportModelAsync

        public final com.google.api.gax.longrunning.OperationFuture<ExportModelResponse,​ExportModelOperationMetadata> exportModelAsync​(String name,
                                                                                                                                     ExportModelRequest.OutputConfig outputConfig)
        Exports a trained, exportable Model to a location specified by the user. A Model is considered to be exportable if it has at least one [supported export format][google.cloud.aiplatform.v1beta1.Model.supported_export_formats].

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String name = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   ExportModelRequest.OutputConfig outputConfig =
       ExportModelRequest.OutputConfig.newBuilder().build();
   ExportModelResponse response = modelServiceClient.exportModelAsync(name, outputConfig).get();
 }
        Parameters:
        name - Required. The resource name of the Model to export. The resource name may contain version id or version alias to specify the version, if no version is specified, the default version will be exported.
        outputConfig - Required. The desired output location and configuration.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • exportModelAsync

        public final com.google.api.gax.longrunning.OperationFuture<ExportModelResponse,​ExportModelOperationMetadata> exportModelAsync​(ExportModelRequest request)
        Exports a trained, exportable Model to a location specified by the user. A Model is considered to be exportable if it has at least one [supported export format][google.cloud.aiplatform.v1beta1.Model.supported_export_formats].

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ExportModelRequest request =
       ExportModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setOutputConfig(ExportModelRequest.OutputConfig.newBuilder().build())
           .build();
   ExportModelResponse response = modelServiceClient.exportModelAsync(request).get();
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • exportModelOperationCallable

        public final com.google.api.gax.rpc.OperationCallable<ExportModelRequest,​ExportModelResponse,​ExportModelOperationMetadata> exportModelOperationCallable()
        Exports a trained, exportable Model to a location specified by the user. A Model is considered to be exportable if it has at least one [supported export format][google.cloud.aiplatform.v1beta1.Model.supported_export_formats].

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ExportModelRequest request =
       ExportModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setOutputConfig(ExportModelRequest.OutputConfig.newBuilder().build())
           .build();
   OperationFuture<ExportModelResponse, ExportModelOperationMetadata> future =
       modelServiceClient.exportModelOperationCallable().futureCall(request);
   // Do something.
   ExportModelResponse response = future.get();
 }

      • exportModelCallable

        public final com.google.api.gax.rpc.UnaryCallable<ExportModelRequest,​com.google.longrunning.Operation> exportModelCallable()
        Exports a trained, exportable Model to a location specified by the user. A Model is considered to be exportable if it has at least one [supported export format][google.cloud.aiplatform.v1beta1.Model.supported_export_formats].

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ExportModelRequest request =
       ExportModelRequest.newBuilder()
           .setName(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setOutputConfig(ExportModelRequest.OutputConfig.newBuilder().build())
           .build();
   ApiFuture<Operation> future = modelServiceClient.exportModelCallable().futureCall(request);
   // Do something.
   Operation response = future.get();
 }

      • copyModelAsync

        public final com.google.api.gax.longrunning.OperationFuture<CopyModelResponse,​CopyModelOperationMetadata> copyModelAsync​(LocationName parent,
                                                                                                                               ModelName sourceModel)
        Copies an already existing Vertex AI Model into the specified Location. The source Model must exist in the same Project. When copying custom Models, the users themselves are responsible for [Model.metadata][google.cloud.aiplatform.v1beta1.Model.metadata] content to be region-agnostic, as well as making sure that any resources (e.g. files) it depends on remain accessible.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   ModelName sourceModel = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   CopyModelResponse response = modelServiceClient.copyModelAsync(parent, sourceModel).get();
 }
        Parameters:
        parent - Required. The resource name of the Location into which to copy the Model. Format: `projects/{project}/locations/{location}`
        sourceModel - Required. The resource name of the Model to copy. That Model must be in the same Project. Format: `projects/{project}/locations/{location}/models/{model}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • copyModelAsync

        public final com.google.api.gax.longrunning.OperationFuture<CopyModelResponse,​CopyModelOperationMetadata> copyModelAsync​(LocationName parent,
                                                                                                                               String sourceModel)
        Copies an already existing Vertex AI Model into the specified Location. The source Model must exist in the same Project. When copying custom Models, the users themselves are responsible for [Model.metadata][google.cloud.aiplatform.v1beta1.Model.metadata] content to be region-agnostic, as well as making sure that any resources (e.g. files) it depends on remain accessible.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   String sourceModel = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   CopyModelResponse response = modelServiceClient.copyModelAsync(parent, sourceModel).get();
 }
        Parameters:
        parent - Required. The resource name of the Location into which to copy the Model. Format: `projects/{project}/locations/{location}`
        sourceModel - Required. The resource name of the Model to copy. That Model must be in the same Project. Format: `projects/{project}/locations/{location}/models/{model}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • copyModelAsync

        public final com.google.api.gax.longrunning.OperationFuture<CopyModelResponse,​CopyModelOperationMetadata> copyModelAsync​(String parent,
                                                                                                                               ModelName sourceModel)
        Copies an already existing Vertex AI Model into the specified Location. The source Model must exist in the same Project. When copying custom Models, the users themselves are responsible for [Model.metadata][google.cloud.aiplatform.v1beta1.Model.metadata] content to be region-agnostic, as well as making sure that any resources (e.g. files) it depends on remain accessible.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   ModelName sourceModel = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   CopyModelResponse response = modelServiceClient.copyModelAsync(parent, sourceModel).get();
 }
        Parameters:
        parent - Required. The resource name of the Location into which to copy the Model. Format: `projects/{project}/locations/{location}`
        sourceModel - Required. The resource name of the Model to copy. That Model must be in the same Project. Format: `projects/{project}/locations/{location}/models/{model}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • copyModelAsync

        public final com.google.api.gax.longrunning.OperationFuture<CopyModelResponse,​CopyModelOperationMetadata> copyModelAsync​(String parent,
                                                                                                                               String sourceModel)
        Copies an already existing Vertex AI Model into the specified Location. The source Model must exist in the same Project. When copying custom Models, the users themselves are responsible for [Model.metadata][google.cloud.aiplatform.v1beta1.Model.metadata] content to be region-agnostic, as well as making sure that any resources (e.g. files) it depends on remain accessible.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   String sourceModel = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   CopyModelResponse response = modelServiceClient.copyModelAsync(parent, sourceModel).get();
 }
        Parameters:
        parent - Required. The resource name of the Location into which to copy the Model. Format: `projects/{project}/locations/{location}`
        sourceModel - Required. The resource name of the Model to copy. That Model must be in the same Project. Format: `projects/{project}/locations/{location}/models/{model}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • copyModelAsync

        public final com.google.api.gax.longrunning.OperationFuture<CopyModelResponse,​CopyModelOperationMetadata> copyModelAsync​(CopyModelRequest request)
        Copies an already existing Vertex AI Model into the specified Location. The source Model must exist in the same Project. When copying custom Models, the users themselves are responsible for [Model.metadata][google.cloud.aiplatform.v1beta1.Model.metadata] content to be region-agnostic, as well as making sure that any resources (e.g. files) it depends on remain accessible.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   CopyModelRequest request =
       CopyModelRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setSourceModel(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setEncryptionSpec(EncryptionSpec.newBuilder().build())
           .build();
   CopyModelResponse response = modelServiceClient.copyModelAsync(request).get();
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • copyModelOperationCallable

        public final com.google.api.gax.rpc.OperationCallable<CopyModelRequest,​CopyModelResponse,​CopyModelOperationMetadata> copyModelOperationCallable()
        Copies an already existing Vertex AI Model into the specified Location. The source Model must exist in the same Project. When copying custom Models, the users themselves are responsible for [Model.metadata][google.cloud.aiplatform.v1beta1.Model.metadata] content to be region-agnostic, as well as making sure that any resources (e.g. files) it depends on remain accessible.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   CopyModelRequest request =
       CopyModelRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setSourceModel(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setEncryptionSpec(EncryptionSpec.newBuilder().build())
           .build();
   OperationFuture<CopyModelResponse, CopyModelOperationMetadata> future =
       modelServiceClient.copyModelOperationCallable().futureCall(request);
   // Do something.
   CopyModelResponse response = future.get();
 }

      • copyModelCallable

        public final com.google.api.gax.rpc.UnaryCallable<CopyModelRequest,​com.google.longrunning.Operation> copyModelCallable()
        Copies an already existing Vertex AI Model into the specified Location. The source Model must exist in the same Project. When copying custom Models, the users themselves are responsible for [Model.metadata][google.cloud.aiplatform.v1beta1.Model.metadata] content to be region-agnostic, as well as making sure that any resources (e.g. files) it depends on remain accessible.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   CopyModelRequest request =
       CopyModelRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setSourceModel(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setEncryptionSpec(EncryptionSpec.newBuilder().build())
           .build();
   ApiFuture<Operation> future = modelServiceClient.copyModelCallable().futureCall(request);
   // Do something.
   Operation response = future.get();
 }

      • importModelEvaluation

        public final ModelEvaluation importModelEvaluation​(ModelName parent,
                                                   ModelEvaluation modelEvaluation)
        Imports an externally generated ModelEvaluation.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ModelName parent = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   ModelEvaluation modelEvaluation = ModelEvaluation.newBuilder().build();
   ModelEvaluation response = modelServiceClient.importModelEvaluation(parent, modelEvaluation);
 }
        Parameters:
        parent - Required. The name of the parent model resource. Format: `projects/{project}/locations/{location}/models/{model}`
        modelEvaluation - Required. Model evaluation resource to be imported.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • importModelEvaluation

        public final ModelEvaluation importModelEvaluation​(String parent,
                                                   ModelEvaluation modelEvaluation)
        Imports an externally generated ModelEvaluation.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String parent = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   ModelEvaluation modelEvaluation = ModelEvaluation.newBuilder().build();
   ModelEvaluation response = modelServiceClient.importModelEvaluation(parent, modelEvaluation);
 }
        Parameters:
        parent - Required. The name of the parent model resource. Format: `projects/{project}/locations/{location}/models/{model}`
        modelEvaluation - Required. Model evaluation resource to be imported.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • importModelEvaluation

        public final ModelEvaluation importModelEvaluation​(ImportModelEvaluationRequest request)
        Imports an externally generated ModelEvaluation.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ImportModelEvaluationRequest request =
       ImportModelEvaluationRequest.newBuilder()
           .setParent(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setModelEvaluation(ModelEvaluation.newBuilder().build())
           .build();
   ModelEvaluation response = modelServiceClient.importModelEvaluation(request);
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • importModelEvaluationCallable

        public final com.google.api.gax.rpc.UnaryCallable<ImportModelEvaluationRequest,​ModelEvaluation> importModelEvaluationCallable()
        Imports an externally generated ModelEvaluation.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ImportModelEvaluationRequest request =
       ImportModelEvaluationRequest.newBuilder()
           .setParent(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setModelEvaluation(ModelEvaluation.newBuilder().build())
           .build();
   ApiFuture<ModelEvaluation> future =
       modelServiceClient.importModelEvaluationCallable().futureCall(request);
   // Do something.
   ModelEvaluation response = future.get();
 }

      • batchImportModelEvaluationSlices

        public final BatchImportModelEvaluationSlicesResponse batchImportModelEvaluationSlices​(ModelEvaluationName parent,
                                                                                       List<ModelEvaluationSlice> modelEvaluationSlices)
        Imports a list of externally generated ModelEvaluationSlice.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ModelEvaluationName parent =
       ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]");
   List<ModelEvaluationSlice> modelEvaluationSlices = new ArrayList<>();
   BatchImportModelEvaluationSlicesResponse response =
       modelServiceClient.batchImportModelEvaluationSlices(parent, modelEvaluationSlices);
 }
        Parameters:
        parent - Required. The name of the parent ModelEvaluation resource. Format: `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}`
        modelEvaluationSlices - Required. Model evaluation slice resource to be imported.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • batchImportModelEvaluationSlices

        public final BatchImportModelEvaluationSlicesResponse batchImportModelEvaluationSlices​(String parent,
                                                                                       List<ModelEvaluationSlice> modelEvaluationSlices)
        Imports a list of externally generated ModelEvaluationSlice.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String parent =
       ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]").toString();
   List<ModelEvaluationSlice> modelEvaluationSlices = new ArrayList<>();
   BatchImportModelEvaluationSlicesResponse response =
       modelServiceClient.batchImportModelEvaluationSlices(parent, modelEvaluationSlices);
 }
        Parameters:
        parent - Required. The name of the parent ModelEvaluation resource. Format: `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}`
        modelEvaluationSlices - Required. Model evaluation slice resource to be imported.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • batchImportModelEvaluationSlices

        public final BatchImportModelEvaluationSlicesResponse batchImportModelEvaluationSlices​(BatchImportModelEvaluationSlicesRequest request)
        Imports a list of externally generated ModelEvaluationSlice.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   BatchImportModelEvaluationSlicesRequest request =
       BatchImportModelEvaluationSlicesRequest.newBuilder()
           .setParent(
               ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]")
                   .toString())
           .addAllModelEvaluationSlices(new ArrayList<ModelEvaluationSlice>())
           .build();
   BatchImportModelEvaluationSlicesResponse response =
       modelServiceClient.batchImportModelEvaluationSlices(request);
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • batchImportModelEvaluationSlicesCallable

        public final com.google.api.gax.rpc.UnaryCallable<BatchImportModelEvaluationSlicesRequest,​BatchImportModelEvaluationSlicesResponse> batchImportModelEvaluationSlicesCallable()
        Imports a list of externally generated ModelEvaluationSlice.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   BatchImportModelEvaluationSlicesRequest request =
       BatchImportModelEvaluationSlicesRequest.newBuilder()
           .setParent(
               ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]")
                   .toString())
           .addAllModelEvaluationSlices(new ArrayList<ModelEvaluationSlice>())
           .build();
   ApiFuture<BatchImportModelEvaluationSlicesResponse> future =
       modelServiceClient.batchImportModelEvaluationSlicesCallable().futureCall(request);
   // Do something.
   BatchImportModelEvaluationSlicesResponse response = future.get();
 }

      • batchImportEvaluatedAnnotations

        public final BatchImportEvaluatedAnnotationsResponse batchImportEvaluatedAnnotations​(ModelEvaluationSliceName parent,
                                                                                     List<EvaluatedAnnotation> evaluatedAnnotations)
        Imports a list of externally generated EvaluatedAnnotations.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ModelEvaluationSliceName parent =
       ModelEvaluationSliceName.of(
           "[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]", "[SLICE]");
   List<EvaluatedAnnotation> evaluatedAnnotations = new ArrayList<>();
   BatchImportEvaluatedAnnotationsResponse response =
       modelServiceClient.batchImportEvaluatedAnnotations(parent, evaluatedAnnotations);
 }
        Parameters:
        parent - Required. The name of the parent ModelEvaluationSlice resource. Format: `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}/slices/{slice}`
        evaluatedAnnotations - Required. Evaluated annotations resource to be imported.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • batchImportEvaluatedAnnotations

        public final BatchImportEvaluatedAnnotationsResponse batchImportEvaluatedAnnotations​(String parent,
                                                                                     List<EvaluatedAnnotation> evaluatedAnnotations)
        Imports a list of externally generated EvaluatedAnnotations.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String parent =
       ModelEvaluationSliceName.of(
               "[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]", "[SLICE]")
           .toString();
   List<EvaluatedAnnotation> evaluatedAnnotations = new ArrayList<>();
   BatchImportEvaluatedAnnotationsResponse response =
       modelServiceClient.batchImportEvaluatedAnnotations(parent, evaluatedAnnotations);
 }
        Parameters:
        parent - Required. The name of the parent ModelEvaluationSlice resource. Format: `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}/slices/{slice}`
        evaluatedAnnotations - Required. Evaluated annotations resource to be imported.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • batchImportEvaluatedAnnotations

        public final BatchImportEvaluatedAnnotationsResponse batchImportEvaluatedAnnotations​(BatchImportEvaluatedAnnotationsRequest request)
        Imports a list of externally generated EvaluatedAnnotations.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   BatchImportEvaluatedAnnotationsRequest request =
       BatchImportEvaluatedAnnotationsRequest.newBuilder()
           .setParent(
               ModelEvaluationSliceName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]", "[SLICE]")
                   .toString())
           .addAllEvaluatedAnnotations(new ArrayList<EvaluatedAnnotation>())
           .build();
   BatchImportEvaluatedAnnotationsResponse response =
       modelServiceClient.batchImportEvaluatedAnnotations(request);
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • batchImportEvaluatedAnnotationsCallable

        public final com.google.api.gax.rpc.UnaryCallable<BatchImportEvaluatedAnnotationsRequest,​BatchImportEvaluatedAnnotationsResponse> batchImportEvaluatedAnnotationsCallable()
        Imports a list of externally generated EvaluatedAnnotations.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   BatchImportEvaluatedAnnotationsRequest request =
       BatchImportEvaluatedAnnotationsRequest.newBuilder()
           .setParent(
               ModelEvaluationSliceName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]", "[SLICE]")
                   .toString())
           .addAllEvaluatedAnnotations(new ArrayList<EvaluatedAnnotation>())
           .build();
   ApiFuture<BatchImportEvaluatedAnnotationsResponse> future =
       modelServiceClient.batchImportEvaluatedAnnotationsCallable().futureCall(request);
   // Do something.
   BatchImportEvaluatedAnnotationsResponse response = future.get();
 }

      • getModelEvaluation

        public final ModelEvaluation getModelEvaluation​(ModelEvaluationName name)
        Gets a ModelEvaluation.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ModelEvaluationName name =
       ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]");
   ModelEvaluation response = modelServiceClient.getModelEvaluation(name);
 }
        Parameters:
        name - Required. The name of the ModelEvaluation resource. Format: `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getModelEvaluation

        public final ModelEvaluation getModelEvaluation​(String name)
        Gets a ModelEvaluation.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String name =
       ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]").toString();
   ModelEvaluation response = modelServiceClient.getModelEvaluation(name);
 }
        Parameters:
        name - Required. The name of the ModelEvaluation resource. Format: `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getModelEvaluation

        public final ModelEvaluation getModelEvaluation​(GetModelEvaluationRequest request)
        Gets a ModelEvaluation.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   GetModelEvaluationRequest request =
       GetModelEvaluationRequest.newBuilder()
           .setName(
               ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]")
                   .toString())
           .build();
   ModelEvaluation response = modelServiceClient.getModelEvaluation(request);
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getModelEvaluationCallable

        public final com.google.api.gax.rpc.UnaryCallable<GetModelEvaluationRequest,​ModelEvaluation> getModelEvaluationCallable()
        Gets a ModelEvaluation.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   GetModelEvaluationRequest request =
       GetModelEvaluationRequest.newBuilder()
           .setName(
               ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]")
                   .toString())
           .build();
   ApiFuture<ModelEvaluation> future =
       modelServiceClient.getModelEvaluationCallable().futureCall(request);
   // Do something.
   ModelEvaluation response = future.get();
 }

      • listModelEvaluations

        public final ModelServiceClient.ListModelEvaluationsPagedResponse listModelEvaluations​(ModelName parent)
        Lists ModelEvaluations in a Model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ModelName parent = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]");
   for (ModelEvaluation element : modelServiceClient.listModelEvaluations(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The resource name of the Model to list the ModelEvaluations from. Format: `projects/{project}/locations/{location}/models/{model}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listModelEvaluations

        public final ModelServiceClient.ListModelEvaluationsPagedResponse listModelEvaluations​(String parent)
        Lists ModelEvaluations in a Model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String parent = ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString();
   for (ModelEvaluation element : modelServiceClient.listModelEvaluations(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The resource name of the Model to list the ModelEvaluations from. Format: `projects/{project}/locations/{location}/models/{model}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listModelEvaluations

        public final ModelServiceClient.ListModelEvaluationsPagedResponse listModelEvaluations​(ListModelEvaluationsRequest request)
        Lists ModelEvaluations in a Model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ListModelEvaluationsRequest request =
       ListModelEvaluationsRequest.newBuilder()
           .setParent(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   for (ModelEvaluation element :
       modelServiceClient.listModelEvaluations(request).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listModelEvaluationsPagedCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListModelEvaluationsRequest,​ModelServiceClient.ListModelEvaluationsPagedResponse> listModelEvaluationsPagedCallable()
        Lists ModelEvaluations in a Model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ListModelEvaluationsRequest request =
       ListModelEvaluationsRequest.newBuilder()
           .setParent(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<ModelEvaluation> future =
       modelServiceClient.listModelEvaluationsPagedCallable().futureCall(request);
   // Do something.
   for (ModelEvaluation element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

      • listModelEvaluationsCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListModelEvaluationsRequest,​ListModelEvaluationsResponse> listModelEvaluationsCallable()
        Lists ModelEvaluations in a Model.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ListModelEvaluationsRequest request =
       ListModelEvaluationsRequest.newBuilder()
           .setParent(ModelName.of("[PROJECT]", "[LOCATION]", "[MODEL]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   while (true) {
     ListModelEvaluationsResponse response =
         modelServiceClient.listModelEvaluationsCallable().call(request);
     for (ModelEvaluation element : response.getModelEvaluationsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

      • getModelEvaluationSlice

        public final ModelEvaluationSlice getModelEvaluationSlice​(ModelEvaluationSliceName name)
        Gets a ModelEvaluationSlice.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ModelEvaluationSliceName name =
       ModelEvaluationSliceName.of(
           "[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]", "[SLICE]");
   ModelEvaluationSlice response = modelServiceClient.getModelEvaluationSlice(name);
 }
        Parameters:
        name - Required. The name of the ModelEvaluationSlice resource. Format: `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}/slices/{slice}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getModelEvaluationSlice

        public final ModelEvaluationSlice getModelEvaluationSlice​(String name)
        Gets a ModelEvaluationSlice.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String name =
       ModelEvaluationSliceName.of(
               "[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]", "[SLICE]")
           .toString();
   ModelEvaluationSlice response = modelServiceClient.getModelEvaluationSlice(name);
 }
        Parameters:
        name - Required. The name of the ModelEvaluationSlice resource. Format: `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}/slices/{slice}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getModelEvaluationSlice

        public final ModelEvaluationSlice getModelEvaluationSlice​(GetModelEvaluationSliceRequest request)
        Gets a ModelEvaluationSlice.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   GetModelEvaluationSliceRequest request =
       GetModelEvaluationSliceRequest.newBuilder()
           .setName(
               ModelEvaluationSliceName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]", "[SLICE]")
                   .toString())
           .build();
   ModelEvaluationSlice response = modelServiceClient.getModelEvaluationSlice(request);
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getModelEvaluationSliceCallable

        public final com.google.api.gax.rpc.UnaryCallable<GetModelEvaluationSliceRequest,​ModelEvaluationSlice> getModelEvaluationSliceCallable()
        Gets a ModelEvaluationSlice.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   GetModelEvaluationSliceRequest request =
       GetModelEvaluationSliceRequest.newBuilder()
           .setName(
               ModelEvaluationSliceName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]", "[SLICE]")
                   .toString())
           .build();
   ApiFuture<ModelEvaluationSlice> future =
       modelServiceClient.getModelEvaluationSliceCallable().futureCall(request);
   // Do something.
   ModelEvaluationSlice response = future.get();
 }

      • listModelEvaluationSlices

        public final ModelServiceClient.ListModelEvaluationSlicesPagedResponse listModelEvaluationSlices​(ModelEvaluationName parent)
        Lists ModelEvaluationSlices in a ModelEvaluation.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ModelEvaluationName parent =
       ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]");
   for (ModelEvaluationSlice element :
       modelServiceClient.listModelEvaluationSlices(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The resource name of the ModelEvaluation to list the ModelEvaluationSlices from. Format: `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listModelEvaluationSlices

        public final ModelServiceClient.ListModelEvaluationSlicesPagedResponse listModelEvaluationSlices​(String parent)
        Lists ModelEvaluationSlices in a ModelEvaluation.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   String parent =
       ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]").toString();
   for (ModelEvaluationSlice element :
       modelServiceClient.listModelEvaluationSlices(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        parent - Required. The resource name of the ModelEvaluation to list the ModelEvaluationSlices from. Format: `projects/{project}/locations/{location}/models/{model}/evaluations/{evaluation}`
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listModelEvaluationSlices

        public final ModelServiceClient.ListModelEvaluationSlicesPagedResponse listModelEvaluationSlices​(ListModelEvaluationSlicesRequest request)
        Lists ModelEvaluationSlices in a ModelEvaluation.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ListModelEvaluationSlicesRequest request =
       ListModelEvaluationSlicesRequest.newBuilder()
           .setParent(
               ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]")
                   .toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   for (ModelEvaluationSlice element :
       modelServiceClient.listModelEvaluationSlices(request).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listModelEvaluationSlicesPagedCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListModelEvaluationSlicesRequest,​ModelServiceClient.ListModelEvaluationSlicesPagedResponse> listModelEvaluationSlicesPagedCallable()
        Lists ModelEvaluationSlices in a ModelEvaluation.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ListModelEvaluationSlicesRequest request =
       ListModelEvaluationSlicesRequest.newBuilder()
           .setParent(
               ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]")
                   .toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<ModelEvaluationSlice> future =
       modelServiceClient.listModelEvaluationSlicesPagedCallable().futureCall(request);
   // Do something.
   for (ModelEvaluationSlice element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

      • listModelEvaluationSlicesCallable

        public final com.google.api.gax.rpc.UnaryCallable<ListModelEvaluationSlicesRequest,​ListModelEvaluationSlicesResponse> listModelEvaluationSlicesCallable()
        Lists ModelEvaluationSlices in a ModelEvaluation.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ListModelEvaluationSlicesRequest request =
       ListModelEvaluationSlicesRequest.newBuilder()
           .setParent(
               ModelEvaluationName.of("[PROJECT]", "[LOCATION]", "[MODEL]", "[EVALUATION]")
                   .toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   while (true) {
     ListModelEvaluationSlicesResponse response =
         modelServiceClient.listModelEvaluationSlicesCallable().call(request);
     for (ModelEvaluationSlice element : response.getModelEvaluationSlicesList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

      • listLocations

        public final ModelServiceClient.ListLocationsPagedResponse listLocations​(com.google.cloud.location.ListLocationsRequest request)
        Lists information about the supported locations for this service.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ListLocationsRequest request =
       ListLocationsRequest.newBuilder()
           .setName("name3373707")
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   for (Location element : modelServiceClient.listLocations(request).iterateAll()) {
     // doThingsWith(element);
   }
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • listLocationsPagedCallable

        public final com.google.api.gax.rpc.UnaryCallable<com.google.cloud.location.ListLocationsRequest,​ModelServiceClient.ListLocationsPagedResponse> listLocationsPagedCallable()
        Lists information about the supported locations for this service.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ListLocationsRequest request =
       ListLocationsRequest.newBuilder()
           .setName("name3373707")
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   ApiFuture<Location> future =
       modelServiceClient.listLocationsPagedCallable().futureCall(request);
   // Do something.
   for (Location element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

      • listLocationsCallable

        public final com.google.api.gax.rpc.UnaryCallable<com.google.cloud.location.ListLocationsRequest,​com.google.cloud.location.ListLocationsResponse> listLocationsCallable()
        Lists information about the supported locations for this service.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   ListLocationsRequest request =
       ListLocationsRequest.newBuilder()
           .setName("name3373707")
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   while (true) {
     ListLocationsResponse response = modelServiceClient.listLocationsCallable().call(request);
     for (Location element : response.getLocationsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

      • getLocation

        public final com.google.cloud.location.Location getLocation​(com.google.cloud.location.GetLocationRequest request)
        Gets information about a location.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   GetLocationRequest request = GetLocationRequest.newBuilder().setName("name3373707").build();
   Location response = modelServiceClient.getLocation(request);
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getLocationCallable

        public final com.google.api.gax.rpc.UnaryCallable<com.google.cloud.location.GetLocationRequest,​com.google.cloud.location.Location> getLocationCallable()
        Gets information about a location.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   GetLocationRequest request = GetLocationRequest.newBuilder().setName("name3373707").build();
   ApiFuture<Location> future = modelServiceClient.getLocationCallable().futureCall(request);
   // Do something.
   Location response = future.get();
 }

      • setIamPolicy

        public final com.google.iam.v1.Policy setIamPolicy​(com.google.iam.v1.SetIamPolicyRequest request)
        Sets the access control policy on the specified resource. Replacesany existing policy.

        Can return `NOT_FOUND`, `INVALID_ARGUMENT`, and `PERMISSION_DENIED`errors.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   SetIamPolicyRequest request =
       SetIamPolicyRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .setPolicy(Policy.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   Policy response = modelServiceClient.setIamPolicy(request);
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • setIamPolicyCallable

        public final com.google.api.gax.rpc.UnaryCallable<com.google.iam.v1.SetIamPolicyRequest,​com.google.iam.v1.Policy> setIamPolicyCallable()
        Sets the access control policy on the specified resource. Replacesany existing policy.

        Can return `NOT_FOUND`, `INVALID_ARGUMENT`, and `PERMISSION_DENIED`errors.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   SetIamPolicyRequest request =
       SetIamPolicyRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .setPolicy(Policy.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<Policy> future = modelServiceClient.setIamPolicyCallable().futureCall(request);
   // Do something.
   Policy response = future.get();
 }

      • getIamPolicy

        public final com.google.iam.v1.Policy getIamPolicy​(com.google.iam.v1.GetIamPolicyRequest request)
        Gets the access control policy for a resource. Returns an empty policyif the resource exists and does not have a policy set.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   GetIamPolicyRequest request =
       GetIamPolicyRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .setOptions(GetPolicyOptions.newBuilder().build())
           .build();
   Policy response = modelServiceClient.getIamPolicy(request);
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • getIamPolicyCallable

        public final com.google.api.gax.rpc.UnaryCallable<com.google.iam.v1.GetIamPolicyRequest,​com.google.iam.v1.Policy> getIamPolicyCallable()
        Gets the access control policy for a resource. Returns an empty policyif the resource exists and does not have a policy set.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   GetIamPolicyRequest request =
       GetIamPolicyRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .setOptions(GetPolicyOptions.newBuilder().build())
           .build();
   ApiFuture<Policy> future = modelServiceClient.getIamPolicyCallable().futureCall(request);
   // Do something.
   Policy response = future.get();
 }

      • testIamPermissions

        public final com.google.iam.v1.TestIamPermissionsResponse testIamPermissions​(com.google.iam.v1.TestIamPermissionsRequest request)
        Returns permissions that a caller has on the specified resource. If theresource does not exist, this will return an empty set ofpermissions, not a `NOT_FOUND` error.

        Note: This operation is designed to be used for buildingpermission-aware UIs and command-line tools, not for authorizationchecking. This operation may "fail open" without warning.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   TestIamPermissionsRequest request =
       TestIamPermissionsRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .addAllPermissions(new ArrayList<String>())
           .build();
   TestIamPermissionsResponse response = modelServiceClient.testIamPermissions(request);
 }
        Parameters:
        request - The request object containing all of the parameters for the API call.
        Throws:
        com.google.api.gax.rpc.ApiException - if the remote call fails

      • testIamPermissionsCallable

        public final com.google.api.gax.rpc.UnaryCallable<com.google.iam.v1.TestIamPermissionsRequest,​com.google.iam.v1.TestIamPermissionsResponse> testIamPermissionsCallable()
        Returns permissions that a caller has on the specified resource. If theresource does not exist, this will return an empty set ofpermissions, not a `NOT_FOUND` error.

        Note: This operation is designed to be used for buildingpermission-aware UIs and command-line tools, not for authorizationchecking. This operation may "fail open" without warning.

        Sample code: 

        
 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 try (ModelServiceClient modelServiceClient = ModelServiceClient.create()) {
   TestIamPermissionsRequest request =
       TestIamPermissionsRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .addAllPermissions(new ArrayList<String>())
           .build();
   ApiFuture<TestIamPermissionsResponse> future =
       modelServiceClient.testIamPermissionsCallable().futureCall(request);
   // Do something.
   TestIamPermissionsResponse response = future.get();
 }

      • shutdown

        public void shutdown()
        Specified by:
        shutdown in interface com.google.api.gax.core.BackgroundResource

      • isShutdown

        public boolean isShutdown()
        Specified by:
        isShutdown in interface com.google.api.gax.core.BackgroundResource

      • isTerminated

        public boolean isTerminated()
        Specified by:
        isTerminated in interface com.google.api.gax.core.BackgroundResource

      • shutdownNow

        public void shutdownNow()
        Specified by:
        shutdownNow in interface com.google.api.gax.core.BackgroundResource