Package com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringServiceClient

java.lang.Object
com.google.cloud.aiplatform.v1beta1.ModelMonitoringServiceClient
All Implemented Interfaces:
BackgroundResource, AutoCloseable
@BetaApi @Generated("by gapic-generator-java") public class ModelMonitoringServiceClient extends Object implements BackgroundResource
Service Description: A service for creating and managing Vertex AI Model moitoring. This includes `ModelMonitor` resources, `ModelMonitoringJob` resources.

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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ModelMonitorName name = ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]");
   ModelMonitor response = modelMonitoringServiceClient.getModelMonitor(name);
 }

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

Methods
Method Description Method Variants

CreateModelMonitor

Creates a ModelMonitor.

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • createModelMonitorAsync(CreateModelMonitorRequest request)

Methods that return long-running operations have "Async" method variants that return `OperationFuture`, which is used to track polling of the service.

  • createModelMonitorAsync(LocationName parent, ModelMonitor modelMonitor)

  • createModelMonitorAsync(String parent, ModelMonitor modelMonitor)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • createModelMonitorOperationCallable()

  • createModelMonitorCallable()

UpdateModelMonitor

Updates a ModelMonitor.

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • updateModelMonitorAsync(UpdateModelMonitorRequest request)

Methods that return long-running operations have "Async" method variants that return `OperationFuture`, which is used to track polling of the service.

  • updateModelMonitorAsync(ModelMonitor modelMonitor, FieldMask updateMask)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • updateModelMonitorOperationCallable()

  • updateModelMonitorCallable()

GetModelMonitor

Gets a ModelMonitor.

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • getModelMonitor(GetModelMonitorRequest request)

"Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.

  • getModelMonitor(ModelMonitorName name)

  • getModelMonitor(String name)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • getModelMonitorCallable()

ListModelMonitors

Lists ModelMonitors in a Location.

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • listModelMonitors(ListModelMonitorsRequest request)

"Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.

  • listModelMonitors(LocationName parent)

  • listModelMonitors(String parent)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • listModelMonitorsPagedCallable()

  • listModelMonitorsCallable()

DeleteModelMonitor

Deletes a ModelMonitor.

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • deleteModelMonitorAsync(DeleteModelMonitorRequest request)

Methods that return long-running operations have "Async" method variants that return `OperationFuture`, which is used to track polling of the service.

  • deleteModelMonitorAsync(ModelMonitorName name)

  • deleteModelMonitorAsync(String name)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • deleteModelMonitorOperationCallable()

  • deleteModelMonitorCallable()

CreateModelMonitoringJob

Creates a ModelMonitoringJob.

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • createModelMonitoringJob(CreateModelMonitoringJobRequest request)

"Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.

  • createModelMonitoringJob(ModelMonitorName parent, ModelMonitoringJob modelMonitoringJob)

  • createModelMonitoringJob(String parent, ModelMonitoringJob modelMonitoringJob)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • createModelMonitoringJobCallable()

GetModelMonitoringJob

Gets a ModelMonitoringJob.

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • getModelMonitoringJob(GetModelMonitoringJobRequest request)

"Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.

  • getModelMonitoringJob(ModelMonitoringJobName name)

  • getModelMonitoringJob(String name)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • getModelMonitoringJobCallable()

ListModelMonitoringJobs

Lists ModelMonitoringJobs. Callers may choose to read across multiple Monitors as per [AIP-159](https://google.aip.dev/159) by using '-' (the hyphen or dash character) as a wildcard character instead of modelMonitor id in the parent. Format `projects/{project_id}/locations/{location}/moodelMonitors/-/modelMonitoringJobs`

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • listModelMonitoringJobs(ListModelMonitoringJobsRequest request)

"Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.

  • listModelMonitoringJobs(ModelMonitorName parent)

  • listModelMonitoringJobs(String parent)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • listModelMonitoringJobsPagedCallable()

  • listModelMonitoringJobsCallable()

DeleteModelMonitoringJob

Deletes a ModelMonitoringJob.

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • deleteModelMonitoringJobAsync(DeleteModelMonitoringJobRequest request)

Methods that return long-running operations have "Async" method variants that return `OperationFuture`, which is used to track polling of the service.

  • deleteModelMonitoringJobAsync(ModelMonitoringJobName name)

  • deleteModelMonitoringJobAsync(String name)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • deleteModelMonitoringJobOperationCallable()

  • deleteModelMonitoringJobCallable()

SearchModelMonitoringStats

Searches Model Monitoring Stats generated within a given time window.

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • searchModelMonitoringStats(SearchModelMonitoringStatsRequest request)

"Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.

  • searchModelMonitoringStats(ModelMonitorName modelMonitor)

  • searchModelMonitoringStats(String modelMonitor)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • searchModelMonitoringStatsPagedCallable()

  • searchModelMonitoringStatsCallable()

SearchModelMonitoringAlerts

Returns the Model Monitoring alerts.

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • searchModelMonitoringAlerts(SearchModelMonitoringAlertsRequest request)

"Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.

  • searchModelMonitoringAlerts(ModelMonitorName modelMonitor)

  • searchModelMonitoringAlerts(String modelMonitor)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • searchModelMonitoringAlertsPagedCallable()

  • searchModelMonitoringAlertsCallable()

ListLocations

Lists information about the supported locations for this service.

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • listLocations(ListLocationsRequest request)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • listLocationsPagedCallable()

  • listLocationsCallable()

GetLocation

Gets information about a location.

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • getLocation(GetLocationRequest request)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • getLocationCallable()

SetIamPolicy

Sets the access control policy on the specified resource. Replacesany existing policy.

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

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • setIamPolicy(SetIamPolicyRequest request)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • setIamPolicyCallable()

GetIamPolicy

Gets the access control policy for a resource. Returns an empty policyif the resource exists and does not have a policy set.

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • getIamPolicy(GetIamPolicyRequest request)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • getIamPolicyCallable()

TestIamPermissions

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.

Request object method variants only take one parameter, a request object, which must be constructed before the call.

  • testIamPermissions(TestIamPermissionsRequest request)

Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.

  • testIamPermissionsCallable()

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 ModelMonitoringServiceSettings 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
 ModelMonitoringServiceSettings modelMonitoringServiceSettings =
     ModelMonitoringServiceSettings.newBuilder()
         .setCredentialsProvider(FixedCredentialsProvider.create(myCredentials))
         .build();
 ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create(modelMonitoringServiceSettings);

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
 ModelMonitoringServiceSettings modelMonitoringServiceSettings =
     ModelMonitoringServiceSettings.newBuilder().setEndpoint(myEndpoint).build();
 ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create(modelMonitoringServiceSettings);

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

  • Constructor Details

    • ModelMonitoringServiceClient

      protected ModelMonitoringServiceClient(ModelMonitoringServiceSettings settings) throws IOException
      Constructs an instance of ModelMonitoringServiceClient, 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

    • ModelMonitoringServiceClient

      protected ModelMonitoringServiceClient(ModelMonitoringServiceStub stub)

  • Method Details

    • create

      public static final ModelMonitoringServiceClient create() throws IOException
      Constructs an instance of ModelMonitoringServiceClient with default settings.
      Throws:
      IOException

    • create

      public static final ModelMonitoringServiceClient create(ModelMonitoringServiceSettings settings) throws IOException
      Constructs an instance of ModelMonitoringServiceClient, 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 ModelMonitoringServiceClient create(ModelMonitoringServiceStub stub)
      Constructs an instance of ModelMonitoringServiceClient, using the given stub for making calls. This is for advanced usage - prefer using create(ModelMonitoringServiceSettings).

    • getSettings

      public final ModelMonitoringServiceSettings getSettings()

    • getStub

      public ModelMonitoringServiceStub getStub()

    • getOperationsClient

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

    • createModelMonitorAsync

      public final OperationFuture<ModelMonitor,CreateModelMonitorOperationMetadata> createModelMonitorAsync(LocationName parent, ModelMonitor modelMonitor)
      Creates a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   ModelMonitor modelMonitor = ModelMonitor.newBuilder().build();
   ModelMonitor response =
       modelMonitoringServiceClient.createModelMonitorAsync(parent, modelMonitor).get();
 }
      Parameters:
      parent - Required. The resource name of the Location to create the ModelMonitor in. Format: `projects/{project}/locations/{location}`
      modelMonitor - Required. The ModelMonitor to create.
      Throws:
      ApiException - if the remote call fails

    • createModelMonitorAsync

      public final OperationFuture<ModelMonitor,CreateModelMonitorOperationMetadata> createModelMonitorAsync(String parent, ModelMonitor modelMonitor)
      Creates a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   ModelMonitor modelMonitor = ModelMonitor.newBuilder().build();
   ModelMonitor response =
       modelMonitoringServiceClient.createModelMonitorAsync(parent, modelMonitor).get();
 }
      Parameters:
      parent - Required. The resource name of the Location to create the ModelMonitor in. Format: `projects/{project}/locations/{location}`
      modelMonitor - Required. The ModelMonitor to create.
      Throws:
      ApiException - if the remote call fails

    • createModelMonitorAsync

      public final OperationFuture<ModelMonitor,CreateModelMonitorOperationMetadata> createModelMonitorAsync(CreateModelMonitorRequest request)
      Creates a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   CreateModelMonitorRequest request =
       CreateModelMonitorRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setModelMonitor(ModelMonitor.newBuilder().build())
           .setModelMonitorId("modelMonitorId2093120236")
           .build();
   ModelMonitor response = modelMonitoringServiceClient.createModelMonitorAsync(request).get();
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • createModelMonitorOperationCallable

      public final OperationCallable<CreateModelMonitorRequest,ModelMonitor,CreateModelMonitorOperationMetadata> createModelMonitorOperationCallable()
      Creates a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   CreateModelMonitorRequest request =
       CreateModelMonitorRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setModelMonitor(ModelMonitor.newBuilder().build())
           .setModelMonitorId("modelMonitorId2093120236")
           .build();
   OperationFuture<ModelMonitor, CreateModelMonitorOperationMetadata> future =
       modelMonitoringServiceClient.createModelMonitorOperationCallable().futureCall(request);
   // Do something.
   ModelMonitor response = future.get();
 }

    • createModelMonitorCallable

      public final UnaryCallable<CreateModelMonitorRequest,Operation> createModelMonitorCallable()
      Creates a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   CreateModelMonitorRequest request =
       CreateModelMonitorRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setModelMonitor(ModelMonitor.newBuilder().build())
           .setModelMonitorId("modelMonitorId2093120236")
           .build();
   ApiFuture<Operation> future =
       modelMonitoringServiceClient.createModelMonitorCallable().futureCall(request);
   // Do something.
   Operation response = future.get();
 }

    • updateModelMonitorAsync

      public final OperationFuture<ModelMonitor,UpdateModelMonitorOperationMetadata> updateModelMonitorAsync(ModelMonitor modelMonitor, com.google.protobuf.FieldMask updateMask)
      Updates a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ModelMonitor modelMonitor = ModelMonitor.newBuilder().build();
   FieldMask updateMask = FieldMask.newBuilder().build();
   ModelMonitor response =
       modelMonitoringServiceClient.updateModelMonitorAsync(modelMonitor, updateMask).get();
 }
      Parameters:
      modelMonitor - Required. The model monitoring configuration which replaces the resource on the server.
      updateMask - Required. Mask specifying which fields to update.
      Throws:
      ApiException - if the remote call fails

    • updateModelMonitorAsync

      public final OperationFuture<ModelMonitor,UpdateModelMonitorOperationMetadata> updateModelMonitorAsync(UpdateModelMonitorRequest request)
      Updates a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   UpdateModelMonitorRequest request =
       UpdateModelMonitorRequest.newBuilder()
           .setModelMonitor(ModelMonitor.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   ModelMonitor response = modelMonitoringServiceClient.updateModelMonitorAsync(request).get();
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • updateModelMonitorOperationCallable

      public final OperationCallable<UpdateModelMonitorRequest,ModelMonitor,UpdateModelMonitorOperationMetadata> updateModelMonitorOperationCallable()
      Updates a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   UpdateModelMonitorRequest request =
       UpdateModelMonitorRequest.newBuilder()
           .setModelMonitor(ModelMonitor.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   OperationFuture<ModelMonitor, UpdateModelMonitorOperationMetadata> future =
       modelMonitoringServiceClient.updateModelMonitorOperationCallable().futureCall(request);
   // Do something.
   ModelMonitor response = future.get();
 }

    • updateModelMonitorCallable

      public final UnaryCallable<UpdateModelMonitorRequest,Operation> updateModelMonitorCallable()
      Updates a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   UpdateModelMonitorRequest request =
       UpdateModelMonitorRequest.newBuilder()
           .setModelMonitor(ModelMonitor.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<Operation> future =
       modelMonitoringServiceClient.updateModelMonitorCallable().futureCall(request);
   // Do something.
   Operation response = future.get();
 }

    • getModelMonitor

      public final ModelMonitor getModelMonitor(ModelMonitorName name)
      Gets a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ModelMonitorName name = ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]");
   ModelMonitor response = modelMonitoringServiceClient.getModelMonitor(name);
 }
      Parameters:
      name - Required. The name of the ModelMonitor resource. Format: `projects/{project}/locations/{location}/modelMonitors/{model_monitor}`
      Throws:
      ApiException - if the remote call fails

    • getModelMonitor

      public final ModelMonitor getModelMonitor(String name)
      Gets a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   String name = ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString();
   ModelMonitor response = modelMonitoringServiceClient.getModelMonitor(name);
 }
      Parameters:
      name - Required. The name of the ModelMonitor resource. Format: `projects/{project}/locations/{location}/modelMonitors/{model_monitor}`
      Throws:
      ApiException - if the remote call fails

    • getModelMonitor

      public final ModelMonitor getModelMonitor(GetModelMonitorRequest request)
      Gets a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   GetModelMonitorRequest request =
       GetModelMonitorRequest.newBuilder()
           .setName(ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .build();
   ModelMonitor response = modelMonitoringServiceClient.getModelMonitor(request);
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • getModelMonitorCallable

      public final UnaryCallable<GetModelMonitorRequest,ModelMonitor> getModelMonitorCallable()
      Gets a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   GetModelMonitorRequest request =
       GetModelMonitorRequest.newBuilder()
           .setName(ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .build();
   ApiFuture<ModelMonitor> future =
       modelMonitoringServiceClient.getModelMonitorCallable().futureCall(request);
   // Do something.
   ModelMonitor response = future.get();
 }

    • listModelMonitors

      public final ModelMonitoringServiceClient.ListModelMonitorsPagedResponse listModelMonitors(LocationName parent)
      Lists ModelMonitors 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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (ModelMonitor element :
       modelMonitoringServiceClient.listModelMonitors(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
      Parameters:
      parent - Required. The resource name of the Location to list the ModelMonitors from. Format: `projects/{project}/locations/{location}`
      Throws:
      ApiException - if the remote call fails

    • listModelMonitors

      public final ModelMonitoringServiceClient.ListModelMonitorsPagedResponse listModelMonitors(String parent)
      Lists ModelMonitors 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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (ModelMonitor element :
       modelMonitoringServiceClient.listModelMonitors(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
      Parameters:
      parent - Required. The resource name of the Location to list the ModelMonitors from. Format: `projects/{project}/locations/{location}`
      Throws:
      ApiException - if the remote call fails

    • listModelMonitors

      public final ModelMonitoringServiceClient.ListModelMonitorsPagedResponse listModelMonitors(ListModelMonitorsRequest request)
      Lists ModelMonitors 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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ListModelMonitorsRequest request =
       ListModelMonitorsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   for (ModelMonitor element :
       modelMonitoringServiceClient.listModelMonitors(request).iterateAll()) {
     // doThingsWith(element);
   }
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • listModelMonitorsPagedCallable

      public final UnaryCallable<ListModelMonitorsRequest,ModelMonitoringServiceClient.ListModelMonitorsPagedResponse> listModelMonitorsPagedCallable()
      Lists ModelMonitors 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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ListModelMonitorsRequest request =
       ListModelMonitorsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<ModelMonitor> future =
       modelMonitoringServiceClient.listModelMonitorsPagedCallable().futureCall(request);
   // Do something.
   for (ModelMonitor element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

    • listModelMonitorsCallable

      public final UnaryCallable<ListModelMonitorsRequest,ListModelMonitorsResponse> listModelMonitorsCallable()
      Lists ModelMonitors 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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ListModelMonitorsRequest request =
       ListModelMonitorsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   while (true) {
     ListModelMonitorsResponse response =
         modelMonitoringServiceClient.listModelMonitorsCallable().call(request);
     for (ModelMonitor element : response.getModelMonitorsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

    • deleteModelMonitorAsync

      public final OperationFuture<com.google.protobuf.Empty,DeleteOperationMetadata> deleteModelMonitorAsync(ModelMonitorName name)
      Deletes a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ModelMonitorName name = ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]");
   modelMonitoringServiceClient.deleteModelMonitorAsync(name).get();
 }
      Parameters:
      name - Required. The name of the ModelMonitor resource to be deleted. Format: `projects/{project}/locations/{location}/modelMonitords/{model_monitor}`
      Throws:
      ApiException - if the remote call fails

    • deleteModelMonitorAsync

      public final OperationFuture<com.google.protobuf.Empty,DeleteOperationMetadata> deleteModelMonitorAsync(String name)
      Deletes a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   String name = ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString();
   modelMonitoringServiceClient.deleteModelMonitorAsync(name).get();
 }
      Parameters:
      name - Required. The name of the ModelMonitor resource to be deleted. Format: `projects/{project}/locations/{location}/modelMonitords/{model_monitor}`
      Throws:
      ApiException - if the remote call fails

    • deleteModelMonitorAsync

      public final OperationFuture<com.google.protobuf.Empty,DeleteOperationMetadata> deleteModelMonitorAsync(DeleteModelMonitorRequest request)
      Deletes a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   DeleteModelMonitorRequest request =
       DeleteModelMonitorRequest.newBuilder()
           .setName(ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .setForce(true)
           .build();
   modelMonitoringServiceClient.deleteModelMonitorAsync(request).get();
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • deleteModelMonitorOperationCallable

      public final OperationCallable<DeleteModelMonitorRequest,com.google.protobuf.Empty,DeleteOperationMetadata> deleteModelMonitorOperationCallable()
      Deletes a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   DeleteModelMonitorRequest request =
       DeleteModelMonitorRequest.newBuilder()
           .setName(ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .setForce(true)
           .build();
   OperationFuture<Empty, DeleteOperationMetadata> future =
       modelMonitoringServiceClient.deleteModelMonitorOperationCallable().futureCall(request);
   // Do something.
   future.get();
 }

    • deleteModelMonitorCallable

      public final UnaryCallable<DeleteModelMonitorRequest,Operation> deleteModelMonitorCallable()
      Deletes a ModelMonitor.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   DeleteModelMonitorRequest request =
       DeleteModelMonitorRequest.newBuilder()
           .setName(ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .setForce(true)
           .build();
   ApiFuture<Operation> future =
       modelMonitoringServiceClient.deleteModelMonitorCallable().futureCall(request);
   // Do something.
   future.get();
 }

    • createModelMonitoringJob

      public final ModelMonitoringJob createModelMonitoringJob(ModelMonitorName parent, ModelMonitoringJob modelMonitoringJob)
      Creates a ModelMonitoringJob.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ModelMonitorName parent = ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]");
   ModelMonitoringJob modelMonitoringJob = ModelMonitoringJob.newBuilder().build();
   ModelMonitoringJob response =
       modelMonitoringServiceClient.createModelMonitoringJob(parent, modelMonitoringJob);
 }
      Parameters:
      parent - Required. The parent of the ModelMonitoringJob. Format: `projects/{project}/locations/{location}/modelMoniitors/{model_monitor}`
      modelMonitoringJob - Required. The ModelMonitoringJob to create
      Throws:
      ApiException - if the remote call fails

    • createModelMonitoringJob

      public final ModelMonitoringJob createModelMonitoringJob(String parent, ModelMonitoringJob modelMonitoringJob)
      Creates a ModelMonitoringJob.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   String parent = ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString();
   ModelMonitoringJob modelMonitoringJob = ModelMonitoringJob.newBuilder().build();
   ModelMonitoringJob response =
       modelMonitoringServiceClient.createModelMonitoringJob(parent, modelMonitoringJob);
 }
      Parameters:
      parent - Required. The parent of the ModelMonitoringJob. Format: `projects/{project}/locations/{location}/modelMoniitors/{model_monitor}`
      modelMonitoringJob - Required. The ModelMonitoringJob to create
      Throws:
      ApiException - if the remote call fails

    • createModelMonitoringJob

      public final ModelMonitoringJob createModelMonitoringJob(CreateModelMonitoringJobRequest request)
      Creates a ModelMonitoringJob.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   CreateModelMonitoringJobRequest request =
       CreateModelMonitoringJobRequest.newBuilder()
           .setParent(
               ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .setModelMonitoringJob(ModelMonitoringJob.newBuilder().build())
           .setModelMonitoringJobId("modelMonitoringJobId-1595185177")
           .build();
   ModelMonitoringJob response = modelMonitoringServiceClient.createModelMonitoringJob(request);
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • createModelMonitoringJobCallable

      public final UnaryCallable<CreateModelMonitoringJobRequest,ModelMonitoringJob> createModelMonitoringJobCallable()
      Creates a ModelMonitoringJob.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   CreateModelMonitoringJobRequest request =
       CreateModelMonitoringJobRequest.newBuilder()
           .setParent(
               ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .setModelMonitoringJob(ModelMonitoringJob.newBuilder().build())
           .setModelMonitoringJobId("modelMonitoringJobId-1595185177")
           .build();
   ApiFuture<ModelMonitoringJob> future =
       modelMonitoringServiceClient.createModelMonitoringJobCallable().futureCall(request);
   // Do something.
   ModelMonitoringJob response = future.get();
 }

    • getModelMonitoringJob

      public final ModelMonitoringJob getModelMonitoringJob(ModelMonitoringJobName name)
      Gets a ModelMonitoringJob.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ModelMonitoringJobName name =
       ModelMonitoringJobName.of(
           "[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]", "[MODEL_MONITORING_JOB]");
   ModelMonitoringJob response = modelMonitoringServiceClient.getModelMonitoringJob(name);
 }
      Parameters:
      name - Required. The resource name of the ModelMonitoringJob. Format: `projects/{project}/locations/{location}/modelMonitors/{model_monitor}/modelMonitoringJobs/{model_monitoring_job}`
      Throws:
      ApiException - if the remote call fails

    • getModelMonitoringJob

      public final ModelMonitoringJob getModelMonitoringJob(String name)
      Gets a ModelMonitoringJob.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   String name =
       ModelMonitoringJobName.of(
               "[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]", "[MODEL_MONITORING_JOB]")
           .toString();
   ModelMonitoringJob response = modelMonitoringServiceClient.getModelMonitoringJob(name);
 }
      Parameters:
      name - Required. The resource name of the ModelMonitoringJob. Format: `projects/{project}/locations/{location}/modelMonitors/{model_monitor}/modelMonitoringJobs/{model_monitoring_job}`
      Throws:
      ApiException - if the remote call fails

    • getModelMonitoringJob

      public final ModelMonitoringJob getModelMonitoringJob(GetModelMonitoringJobRequest request)
      Gets a ModelMonitoringJob.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   GetModelMonitoringJobRequest request =
       GetModelMonitoringJobRequest.newBuilder()
           .setName(
               ModelMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]", "[MODEL_MONITORING_JOB]")
                   .toString())
           .build();
   ModelMonitoringJob response = modelMonitoringServiceClient.getModelMonitoringJob(request);
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • getModelMonitoringJobCallable

      public final UnaryCallable<GetModelMonitoringJobRequest,ModelMonitoringJob> getModelMonitoringJobCallable()
      Gets a ModelMonitoringJob.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   GetModelMonitoringJobRequest request =
       GetModelMonitoringJobRequest.newBuilder()
           .setName(
               ModelMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]", "[MODEL_MONITORING_JOB]")
                   .toString())
           .build();
   ApiFuture<ModelMonitoringJob> future =
       modelMonitoringServiceClient.getModelMonitoringJobCallable().futureCall(request);
   // Do something.
   ModelMonitoringJob response = future.get();
 }

    • listModelMonitoringJobs

      public final ModelMonitoringServiceClient.ListModelMonitoringJobsPagedResponse listModelMonitoringJobs(ModelMonitorName parent)
      Lists ModelMonitoringJobs. Callers may choose to read across multiple Monitors as per [AIP-159](https://google.aip.dev/159) by using '-' (the hyphen or dash character) as a wildcard character instead of modelMonitor id in the parent. Format `projects/{project_id}/locations/{location}/moodelMonitors/-/modelMonitoringJobs`

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ModelMonitorName parent = ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]");
   for (ModelMonitoringJob element :
       modelMonitoringServiceClient.listModelMonitoringJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
      Parameters:
      parent - Required. The parent of the ModelMonitoringJob. Format: `projects/{project}/locations/{location}/modelMonitors/{model_monitor}`
      Throws:
      ApiException - if the remote call fails

    • listModelMonitoringJobs

      public final ModelMonitoringServiceClient.ListModelMonitoringJobsPagedResponse listModelMonitoringJobs(String parent)
      Lists ModelMonitoringJobs. Callers may choose to read across multiple Monitors as per [AIP-159](https://google.aip.dev/159) by using '-' (the hyphen or dash character) as a wildcard character instead of modelMonitor id in the parent. Format `projects/{project_id}/locations/{location}/moodelMonitors/-/modelMonitoringJobs`

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   String parent = ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString();
   for (ModelMonitoringJob element :
       modelMonitoringServiceClient.listModelMonitoringJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }
      Parameters:
      parent - Required. The parent of the ModelMonitoringJob. Format: `projects/{project}/locations/{location}/modelMonitors/{model_monitor}`
      Throws:
      ApiException - if the remote call fails

    • listModelMonitoringJobs

      public final ModelMonitoringServiceClient.ListModelMonitoringJobsPagedResponse listModelMonitoringJobs(ListModelMonitoringJobsRequest request)
      Lists ModelMonitoringJobs. Callers may choose to read across multiple Monitors as per [AIP-159](https://google.aip.dev/159) by using '-' (the hyphen or dash character) as a wildcard character instead of modelMonitor id in the parent. Format `projects/{project_id}/locations/{location}/moodelMonitors/-/modelMonitoringJobs`

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ListModelMonitoringJobsRequest request =
       ListModelMonitoringJobsRequest.newBuilder()
           .setParent(
               ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   for (ModelMonitoringJob element :
       modelMonitoringServiceClient.listModelMonitoringJobs(request).iterateAll()) {
     // doThingsWith(element);
   }
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • listModelMonitoringJobsPagedCallable

      public final UnaryCallable<ListModelMonitoringJobsRequest,ModelMonitoringServiceClient.ListModelMonitoringJobsPagedResponse> listModelMonitoringJobsPagedCallable()
      Lists ModelMonitoringJobs. Callers may choose to read across multiple Monitors as per [AIP-159](https://google.aip.dev/159) by using '-' (the hyphen or dash character) as a wildcard character instead of modelMonitor id in the parent. Format `projects/{project_id}/locations/{location}/moodelMonitors/-/modelMonitoringJobs`

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ListModelMonitoringJobsRequest request =
       ListModelMonitoringJobsRequest.newBuilder()
           .setParent(
               ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<ModelMonitoringJob> future =
       modelMonitoringServiceClient.listModelMonitoringJobsPagedCallable().futureCall(request);
   // Do something.
   for (ModelMonitoringJob element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

    • listModelMonitoringJobsCallable

      public final UnaryCallable<ListModelMonitoringJobsRequest,ListModelMonitoringJobsResponse> listModelMonitoringJobsCallable()
      Lists ModelMonitoringJobs. Callers may choose to read across multiple Monitors as per [AIP-159](https://google.aip.dev/159) by using '-' (the hyphen or dash character) as a wildcard character instead of modelMonitor id in the parent. Format `projects/{project_id}/locations/{location}/moodelMonitors/-/modelMonitoringJobs`

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ListModelMonitoringJobsRequest request =
       ListModelMonitoringJobsRequest.newBuilder()
           .setParent(
               ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   while (true) {
     ListModelMonitoringJobsResponse response =
         modelMonitoringServiceClient.listModelMonitoringJobsCallable().call(request);
     for (ModelMonitoringJob element : response.getModelMonitoringJobsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

    • deleteModelMonitoringJobAsync

      public final OperationFuture<com.google.protobuf.Empty,DeleteOperationMetadata> deleteModelMonitoringJobAsync(ModelMonitoringJobName name)
      Deletes a ModelMonitoringJob.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ModelMonitoringJobName name =
       ModelMonitoringJobName.of(
           "[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]", "[MODEL_MONITORING_JOB]");
   modelMonitoringServiceClient.deleteModelMonitoringJobAsync(name).get();
 }
      Parameters:
      name - Required. The resource name of the model monitoring job to delete. Format: `projects/{project}/locations/{location}/modelMonitors/{model_monitor}/modelMonitoringJobs/{model_monitoring_job}`
      Throws:
      ApiException - if the remote call fails

    • deleteModelMonitoringJobAsync

      public final OperationFuture<com.google.protobuf.Empty,DeleteOperationMetadata> deleteModelMonitoringJobAsync(String name)
      Deletes a ModelMonitoringJob.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   String name =
       ModelMonitoringJobName.of(
               "[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]", "[MODEL_MONITORING_JOB]")
           .toString();
   modelMonitoringServiceClient.deleteModelMonitoringJobAsync(name).get();
 }
      Parameters:
      name - Required. The resource name of the model monitoring job to delete. Format: `projects/{project}/locations/{location}/modelMonitors/{model_monitor}/modelMonitoringJobs/{model_monitoring_job}`
      Throws:
      ApiException - if the remote call fails

    • deleteModelMonitoringJobAsync

      public final OperationFuture<com.google.protobuf.Empty,DeleteOperationMetadata> deleteModelMonitoringJobAsync(DeleteModelMonitoringJobRequest request)
      Deletes a ModelMonitoringJob.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   DeleteModelMonitoringJobRequest request =
       DeleteModelMonitoringJobRequest.newBuilder()
           .setName(
               ModelMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]", "[MODEL_MONITORING_JOB]")
                   .toString())
           .build();
   modelMonitoringServiceClient.deleteModelMonitoringJobAsync(request).get();
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • deleteModelMonitoringJobOperationCallable

      public final OperationCallable<DeleteModelMonitoringJobRequest,com.google.protobuf.Empty,DeleteOperationMetadata> deleteModelMonitoringJobOperationCallable()
      Deletes a ModelMonitoringJob.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   DeleteModelMonitoringJobRequest request =
       DeleteModelMonitoringJobRequest.newBuilder()
           .setName(
               ModelMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]", "[MODEL_MONITORING_JOB]")
                   .toString())
           .build();
   OperationFuture<Empty, DeleteOperationMetadata> future =
       modelMonitoringServiceClient
           .deleteModelMonitoringJobOperationCallable()
           .futureCall(request);
   // Do something.
   future.get();
 }

    • deleteModelMonitoringJobCallable

      public final UnaryCallable<DeleteModelMonitoringJobRequest,Operation> deleteModelMonitoringJobCallable()
      Deletes a ModelMonitoringJob.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   DeleteModelMonitoringJobRequest request =
       DeleteModelMonitoringJobRequest.newBuilder()
           .setName(
               ModelMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]", "[MODEL_MONITORING_JOB]")
                   .toString())
           .build();
   ApiFuture<Operation> future =
       modelMonitoringServiceClient.deleteModelMonitoringJobCallable().futureCall(request);
   // Do something.
   future.get();
 }

    • searchModelMonitoringStats

      public final ModelMonitoringServiceClient.SearchModelMonitoringStatsPagedResponse searchModelMonitoringStats(ModelMonitorName modelMonitor)
      Searches Model Monitoring Stats generated within a given time window.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ModelMonitorName modelMonitor =
       ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]");
   for (ModelMonitoringStats element :
       modelMonitoringServiceClient.searchModelMonitoringStats(modelMonitor).iterateAll()) {
     // doThingsWith(element);
   }
 }
      Parameters:
      modelMonitor - Required. ModelMonitor resource name. Format: `projects/{project}/locations/{location}/modelMonitors/{model_monitor}`
      Throws:
      ApiException - if the remote call fails

    • searchModelMonitoringStats

      public final ModelMonitoringServiceClient.SearchModelMonitoringStatsPagedResponse searchModelMonitoringStats(String modelMonitor)
      Searches Model Monitoring Stats generated within a given time window.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   String modelMonitor =
       ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString();
   for (ModelMonitoringStats element :
       modelMonitoringServiceClient.searchModelMonitoringStats(modelMonitor).iterateAll()) {
     // doThingsWith(element);
   }
 }
      Parameters:
      modelMonitor - Required. ModelMonitor resource name. Format: `projects/{project}/locations/{location}/modelMonitors/{model_monitor}`
      Throws:
      ApiException - if the remote call fails

    • searchModelMonitoringStats

      public final ModelMonitoringServiceClient.SearchModelMonitoringStatsPagedResponse searchModelMonitoringStats(SearchModelMonitoringStatsRequest request)
      Searches Model Monitoring Stats generated within a given time window.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   SearchModelMonitoringStatsRequest request =
       SearchModelMonitoringStatsRequest.newBuilder()
           .setModelMonitor(
               ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .setStatsFilter(SearchModelMonitoringStatsFilter.newBuilder().build())
           .setTimeInterval(Interval.newBuilder().build())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   for (ModelMonitoringStats element :
       modelMonitoringServiceClient.searchModelMonitoringStats(request).iterateAll()) {
     // doThingsWith(element);
   }
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • searchModelMonitoringStatsPagedCallable

      public final UnaryCallable<SearchModelMonitoringStatsRequest,ModelMonitoringServiceClient.SearchModelMonitoringStatsPagedResponse> searchModelMonitoringStatsPagedCallable()
      Searches Model Monitoring Stats generated within a given time window.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   SearchModelMonitoringStatsRequest request =
       SearchModelMonitoringStatsRequest.newBuilder()
           .setModelMonitor(
               ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .setStatsFilter(SearchModelMonitoringStatsFilter.newBuilder().build())
           .setTimeInterval(Interval.newBuilder().build())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   ApiFuture<ModelMonitoringStats> future =
       modelMonitoringServiceClient
           .searchModelMonitoringStatsPagedCallable()
           .futureCall(request);
   // Do something.
   for (ModelMonitoringStats element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

    • searchModelMonitoringStatsCallable

      public final UnaryCallable<SearchModelMonitoringStatsRequest,SearchModelMonitoringStatsResponse> searchModelMonitoringStatsCallable()
      Searches Model Monitoring Stats generated within a given time window.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   SearchModelMonitoringStatsRequest request =
       SearchModelMonitoringStatsRequest.newBuilder()
           .setModelMonitor(
               ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .setStatsFilter(SearchModelMonitoringStatsFilter.newBuilder().build())
           .setTimeInterval(Interval.newBuilder().build())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   while (true) {
     SearchModelMonitoringStatsResponse response =
         modelMonitoringServiceClient.searchModelMonitoringStatsCallable().call(request);
     for (ModelMonitoringStats element : response.getMonitoringStatsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

    • searchModelMonitoringAlerts

      public final ModelMonitoringServiceClient.SearchModelMonitoringAlertsPagedResponse searchModelMonitoringAlerts(ModelMonitorName modelMonitor)
      Returns the Model Monitoring alerts.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ModelMonitorName modelMonitor =
       ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]");
   for (ModelMonitoringAlert element :
       modelMonitoringServiceClient.searchModelMonitoringAlerts(modelMonitor).iterateAll()) {
     // doThingsWith(element);
   }
 }
      Parameters:
      modelMonitor - Required. ModelMonitor resource name. Format: `projects/{project}/locations/{location}/modelMonitors/{model_monitor}`
      Throws:
      ApiException - if the remote call fails

    • searchModelMonitoringAlerts

      public final ModelMonitoringServiceClient.SearchModelMonitoringAlertsPagedResponse searchModelMonitoringAlerts(String modelMonitor)
      Returns the Model Monitoring alerts.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   String modelMonitor =
       ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString();
   for (ModelMonitoringAlert element :
       modelMonitoringServiceClient.searchModelMonitoringAlerts(modelMonitor).iterateAll()) {
     // doThingsWith(element);
   }
 }
      Parameters:
      modelMonitor - Required. ModelMonitor resource name. Format: `projects/{project}/locations/{location}/modelMonitors/{model_monitor}`
      Throws:
      ApiException - if the remote call fails

    • searchModelMonitoringAlerts

      public final ModelMonitoringServiceClient.SearchModelMonitoringAlertsPagedResponse searchModelMonitoringAlerts(SearchModelMonitoringAlertsRequest request)
      Returns the Model Monitoring alerts.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   SearchModelMonitoringAlertsRequest request =
       SearchModelMonitoringAlertsRequest.newBuilder()
           .setModelMonitor(
               ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .setModelMonitoringJob("modelMonitoringJob1196104108")
           .setAlertTimeInterval(Interval.newBuilder().build())
           .setStatsName("statsName-2073146422")
           .setObjectiveType("objectiveType1316845587")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   for (ModelMonitoringAlert element :
       modelMonitoringServiceClient.searchModelMonitoringAlerts(request).iterateAll()) {
     // doThingsWith(element);
   }
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • searchModelMonitoringAlertsPagedCallable

      public final UnaryCallable<SearchModelMonitoringAlertsRequest,ModelMonitoringServiceClient.SearchModelMonitoringAlertsPagedResponse> searchModelMonitoringAlertsPagedCallable()
      Returns the Model Monitoring alerts.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   SearchModelMonitoringAlertsRequest request =
       SearchModelMonitoringAlertsRequest.newBuilder()
           .setModelMonitor(
               ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .setModelMonitoringJob("modelMonitoringJob1196104108")
           .setAlertTimeInterval(Interval.newBuilder().build())
           .setStatsName("statsName-2073146422")
           .setObjectiveType("objectiveType1316845587")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   ApiFuture<ModelMonitoringAlert> future =
       modelMonitoringServiceClient
           .searchModelMonitoringAlertsPagedCallable()
           .futureCall(request);
   // Do something.
   for (ModelMonitoringAlert element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

    • searchModelMonitoringAlertsCallable

      public final UnaryCallable<SearchModelMonitoringAlertsRequest,SearchModelMonitoringAlertsResponse> searchModelMonitoringAlertsCallable()
      Returns the Model Monitoring alerts.

      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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   SearchModelMonitoringAlertsRequest request =
       SearchModelMonitoringAlertsRequest.newBuilder()
           .setModelMonitor(
               ModelMonitorName.of("[PROJECT]", "[LOCATION]", "[MODEL_MONITOR]").toString())
           .setModelMonitoringJob("modelMonitoringJob1196104108")
           .setAlertTimeInterval(Interval.newBuilder().build())
           .setStatsName("statsName-2073146422")
           .setObjectiveType("objectiveType1316845587")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   while (true) {
     SearchModelMonitoringAlertsResponse response =
         modelMonitoringServiceClient.searchModelMonitoringAlertsCallable().call(request);
     for (ModelMonitoringAlert element : response.getModelMonitoringAlertsList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

    • listLocations

      public final ModelMonitoringServiceClient.ListLocationsPagedResponse listLocations(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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ListLocationsRequest request =
       ListLocationsRequest.newBuilder()
           .setName("name3373707")
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   for (Location element : modelMonitoringServiceClient.listLocations(request).iterateAll()) {
     // doThingsWith(element);
   }
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • listLocationsPagedCallable

      public final UnaryCallable<ListLocationsRequest,ModelMonitoringServiceClient.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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ListLocationsRequest request =
       ListLocationsRequest.newBuilder()
           .setName("name3373707")
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   ApiFuture<Location> future =
       modelMonitoringServiceClient.listLocationsPagedCallable().futureCall(request);
   // Do something.
   for (Location element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }

    • listLocationsCallable

      public final UnaryCallable<ListLocationsRequest,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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   ListLocationsRequest request =
       ListLocationsRequest.newBuilder()
           .setName("name3373707")
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   while (true) {
     ListLocationsResponse response =
         modelMonitoringServiceClient.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 Location getLocation(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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   GetLocationRequest request = GetLocationRequest.newBuilder().setName("name3373707").build();
   Location response = modelMonitoringServiceClient.getLocation(request);
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • getLocationCallable

      public final UnaryCallable<GetLocationRequest,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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   GetLocationRequest request = GetLocationRequest.newBuilder().setName("name3373707").build();
   ApiFuture<Location> future =
       modelMonitoringServiceClient.getLocationCallable().futureCall(request);
   // Do something.
   Location response = future.get();
 }

    • setIamPolicy

      public final Policy setIamPolicy(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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   SetIamPolicyRequest request =
       SetIamPolicyRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .setPolicy(Policy.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   Policy response = modelMonitoringServiceClient.setIamPolicy(request);
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • setIamPolicyCallable

      public final UnaryCallable<SetIamPolicyRequest,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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   SetIamPolicyRequest request =
       SetIamPolicyRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .setPolicy(Policy.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture<Policy> future =
       modelMonitoringServiceClient.setIamPolicyCallable().futureCall(request);
   // Do something.
   Policy response = future.get();
 }

    • getIamPolicy

      public final Policy getIamPolicy(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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   GetIamPolicyRequest request =
       GetIamPolicyRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .setOptions(GetPolicyOptions.newBuilder().build())
           .build();
   Policy response = modelMonitoringServiceClient.getIamPolicy(request);
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • getIamPolicyCallable

      public final UnaryCallable<GetIamPolicyRequest,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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   GetIamPolicyRequest request =
       GetIamPolicyRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .setOptions(GetPolicyOptions.newBuilder().build())
           .build();
   ApiFuture<Policy> future =
       modelMonitoringServiceClient.getIamPolicyCallable().futureCall(request);
   // Do something.
   Policy response = future.get();
 }

    • testIamPermissions

      public final TestIamPermissionsResponse testIamPermissions(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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   TestIamPermissionsRequest request =
       TestIamPermissionsRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .addAllPermissions(new ArrayList<String>())
           .build();
   TestIamPermissionsResponse response =
       modelMonitoringServiceClient.testIamPermissions(request);
 }
      Parameters:
      request - The request object containing all of the parameters for the API call.
      Throws:
      ApiException - if the remote call fails

    • testIamPermissionsCallable

      public final UnaryCallable<TestIamPermissionsRequest,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 (ModelMonitoringServiceClient modelMonitoringServiceClient =
     ModelMonitoringServiceClient.create()) {
   TestIamPermissionsRequest request =
       TestIamPermissionsRequest.newBuilder()
           .setResource(
               EndpointName.ofProjectLocationEndpointName(
                       "[PROJECT]", "[LOCATION]", "[ENDPOINT]")
                   .toString())
           .addAllPermissions(new ArrayList<String>())
           .build();
   ApiFuture<TestIamPermissionsResponse> future =
       modelMonitoringServiceClient.testIamPermissionsCallable().futureCall(request);
   // Do something.
   TestIamPermissionsResponse response = future.get();
 }

    • close

      public final void close()
      Specified by:
      close in interface AutoCloseable

    • shutdown

      public void shutdown()
      Specified by:
      shutdown in interface BackgroundResource

    • isShutdown

      public boolean isShutdown()
      Specified by:
      isShutdown in interface BackgroundResource

    • isTerminated

      public boolean isTerminated()
      Specified by:
      isTerminated in interface BackgroundResource

    • shutdownNow

      public void shutdownNow()
      Specified by:
      shutdownNow in interface BackgroundResource

    • awaitTermination

      public boolean awaitTermination(long duration, TimeUnit unit) throws InterruptedException
      Specified by:
      awaitTermination in interface BackgroundResource
      Throws:
      InterruptedException