ModelMonitoringServiceClient (Google Cloud Vertex AI 3.63.0 API)

java.lang.Object
- com.google.cloud.aiplatform.v1beta1.ModelMonitoringServiceClient

All Implemented Interfaces:: com.google.api.gax.core.BackgroundResource, AutoCloseable

@BetaApi
 @Generated(value="by gapic-generator-java")
public class ModelMonitoringServiceClient
extends Object
implements com.google.api.gax.core.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.

Nested Class Summary

Nested Classes
Modifier and Type	Class and Description
`static class`	`ModelMonitoringServiceClient.ListLocationsFixedSizeCollection`
`static class`	`ModelMonitoringServiceClient.ListLocationsPage`
`static class`	`ModelMonitoringServiceClient.ListLocationsPagedResponse`
`static class`	`ModelMonitoringServiceClient.ListModelMonitoringJobsFixedSizeCollection`
`static class`	`ModelMonitoringServiceClient.ListModelMonitoringJobsPage`
`static class`	`ModelMonitoringServiceClient.ListModelMonitoringJobsPagedResponse`
`static class`	`ModelMonitoringServiceClient.ListModelMonitorsFixedSizeCollection`
`static class`	`ModelMonitoringServiceClient.ListModelMonitorsPage`
`static class`	`ModelMonitoringServiceClient.ListModelMonitorsPagedResponse`
`static class`	`ModelMonitoringServiceClient.SearchModelMonitoringAlertsFixedSizeCollection`
`static class`	`ModelMonitoringServiceClient.SearchModelMonitoringAlertsPage`
`static class`	`ModelMonitoringServiceClient.SearchModelMonitoringAlertsPagedResponse`
`static class`	`ModelMonitoringServiceClient.SearchModelMonitoringStatsFixedSizeCollection`
`static class`	`ModelMonitoringServiceClient.SearchModelMonitoringStatsPage`
`static class`	`ModelMonitoringServiceClient.SearchModelMonitoringStatsPagedResponse`

Constructor Summary

Constructors
Modifier	Constructor and Description
`protected`	`ModelMonitoringServiceClient(ModelMonitoringServiceSettings settings)` Constructs an instance of ModelMonitoringServiceClient, using the given settings.
`protected`	`ModelMonitoringServiceClient(ModelMonitoringServiceStub stub)`

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`boolean`	`awaitTermination(long duration, TimeUnit unit)`
`void`	`close()`
`static ModelMonitoringServiceClient`	`create()` Constructs an instance of ModelMonitoringServiceClient with default settings.
`static ModelMonitoringServiceClient`	`create(ModelMonitoringServiceSettings settings)` Constructs an instance of ModelMonitoringServiceClient, using the given settings.
`static ModelMonitoringServiceClient`	`create(ModelMonitoringServiceStub stub)` Constructs an instance of ModelMonitoringServiceClient, using the given stub for making calls.
`com.google.api.gax.longrunning.OperationFuture<ModelMonitor,CreateModelMonitorOperationMetadata>`	`createModelMonitorAsync(CreateModelMonitorRequest request)` Creates a ModelMonitor.
`com.google.api.gax.longrunning.OperationFuture<ModelMonitor,CreateModelMonitorOperationMetadata>`	`createModelMonitorAsync(LocationName parent, ModelMonitor modelMonitor)` Creates a ModelMonitor.
`com.google.api.gax.longrunning.OperationFuture<ModelMonitor,CreateModelMonitorOperationMetadata>`	`createModelMonitorAsync(String parent, ModelMonitor modelMonitor)` Creates a ModelMonitor.
`com.google.api.gax.rpc.UnaryCallable<CreateModelMonitorRequest,com.google.longrunning.Operation>`	`createModelMonitorCallable()` Creates a ModelMonitor.
`ModelMonitoringJob`	`createModelMonitoringJob(CreateModelMonitoringJobRequest request)` Creates a ModelMonitoringJob.
`ModelMonitoringJob`	`createModelMonitoringJob(ModelMonitorName parent, ModelMonitoringJob modelMonitoringJob)` Creates a ModelMonitoringJob.
`ModelMonitoringJob`	`createModelMonitoringJob(String parent, ModelMonitoringJob modelMonitoringJob)` Creates a ModelMonitoringJob.
`com.google.api.gax.rpc.UnaryCallable<CreateModelMonitoringJobRequest,ModelMonitoringJob>`	`createModelMonitoringJobCallable()` Creates a ModelMonitoringJob.
`com.google.api.gax.rpc.OperationCallable<CreateModelMonitorRequest,ModelMonitor,CreateModelMonitorOperationMetadata>`	`createModelMonitorOperationCallable()` Creates a ModelMonitor.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,DeleteOperationMetadata>`	`deleteModelMonitorAsync(DeleteModelMonitorRequest request)` Deletes a ModelMonitor.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,DeleteOperationMetadata>`	`deleteModelMonitorAsync(ModelMonitorName name)` Deletes a ModelMonitor.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,DeleteOperationMetadata>`	`deleteModelMonitorAsync(String name)` Deletes a ModelMonitor.
`com.google.api.gax.rpc.UnaryCallable<DeleteModelMonitorRequest,com.google.longrunning.Operation>`	`deleteModelMonitorCallable()` Deletes a ModelMonitor.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,DeleteOperationMetadata>`	`deleteModelMonitoringJobAsync(DeleteModelMonitoringJobRequest request)` Deletes a ModelMonitoringJob.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,DeleteOperationMetadata>`	`deleteModelMonitoringJobAsync(ModelMonitoringJobName name)` Deletes a ModelMonitoringJob.
`com.google.api.gax.longrunning.OperationFuture<com.google.protobuf.Empty,DeleteOperationMetadata>`	`deleteModelMonitoringJobAsync(String name)` Deletes a ModelMonitoringJob.
`com.google.api.gax.rpc.UnaryCallable<DeleteModelMonitoringJobRequest,com.google.longrunning.Operation>`	`deleteModelMonitoringJobCallable()` Deletes a ModelMonitoringJob.
`com.google.api.gax.rpc.OperationCallable<DeleteModelMonitoringJobRequest,com.google.protobuf.Empty,DeleteOperationMetadata>`	`deleteModelMonitoringJobOperationCallable()` Deletes a ModelMonitoringJob.
`com.google.api.gax.rpc.OperationCallable<DeleteModelMonitorRequest,com.google.protobuf.Empty,DeleteOperationMetadata>`	`deleteModelMonitorOperationCallable()` Deletes a ModelMonitor.
`com.google.iam.v1.Policy`	`getIamPolicy(com.google.iam.v1.GetIamPolicyRequest request)` Gets the access control policy for a resource.
`com.google.api.gax.rpc.UnaryCallable<com.google.iam.v1.GetIamPolicyRequest,com.google.iam.v1.Policy>`	`getIamPolicyCallable()` Gets the access control policy for a resource.
`com.google.cloud.location.Location`	`getLocation(com.google.cloud.location.GetLocationRequest request)` Gets information about a location.
`com.google.api.gax.rpc.UnaryCallable<com.google.cloud.location.GetLocationRequest,com.google.cloud.location.Location>`	`getLocationCallable()` Gets information about a location.
`ModelMonitor`	`getModelMonitor(GetModelMonitorRequest request)` Gets a ModelMonitor.
`ModelMonitor`	`getModelMonitor(ModelMonitorName name)` Gets a ModelMonitor.
`ModelMonitor`	`getModelMonitor(String name)` Gets a ModelMonitor.
`com.google.api.gax.rpc.UnaryCallable<GetModelMonitorRequest,ModelMonitor>`	`getModelMonitorCallable()` Gets a ModelMonitor.
`ModelMonitoringJob`	`getModelMonitoringJob(GetModelMonitoringJobRequest request)` Gets a ModelMonitoringJob.
`ModelMonitoringJob`	`getModelMonitoringJob(ModelMonitoringJobName name)` Gets a ModelMonitoringJob.
`ModelMonitoringJob`	`getModelMonitoringJob(String name)` Gets a ModelMonitoringJob.
`com.google.api.gax.rpc.UnaryCallable<GetModelMonitoringJobRequest,ModelMonitoringJob>`	`getModelMonitoringJobCallable()` Gets a ModelMonitoringJob.
`com.google.longrunning.OperationsClient`	`getOperationsClient()` Returns the OperationsClient that can be used to query the status of a long-running operation returned by another API method call.
`ModelMonitoringServiceSettings`	`getSettings()`
`ModelMonitoringServiceStub`	`getStub()`
`boolean`	`isShutdown()`
`boolean`	`isTerminated()`
`ModelMonitoringServiceClient.ListLocationsPagedResponse`	`listLocations(com.google.cloud.location.ListLocationsRequest request)` Lists information about the supported locations for this service.
`com.google.api.gax.rpc.UnaryCallable<com.google.cloud.location.ListLocationsRequest,com.google.cloud.location.ListLocationsResponse>`	`listLocationsCallable()` Lists information about the supported locations for this service.
`com.google.api.gax.rpc.UnaryCallable<com.google.cloud.location.ListLocationsRequest,ModelMonitoringServiceClient.ListLocationsPagedResponse>`	`listLocationsPagedCallable()` Lists information about the supported locations for this service.
`ModelMonitoringServiceClient.ListModelMonitoringJobsPagedResponse`	`listModelMonitoringJobs(ListModelMonitoringJobsRequest request)` Lists ModelMonitoringJobs.
`ModelMonitoringServiceClient.ListModelMonitoringJobsPagedResponse`	`listModelMonitoringJobs(ModelMonitorName parent)` Lists ModelMonitoringJobs.
`ModelMonitoringServiceClient.ListModelMonitoringJobsPagedResponse`	`listModelMonitoringJobs(String parent)` Lists ModelMonitoringJobs.
`com.google.api.gax.rpc.UnaryCallable<ListModelMonitoringJobsRequest,ListModelMonitoringJobsResponse>`	`listModelMonitoringJobsCallable()` Lists ModelMonitoringJobs.
`com.google.api.gax.rpc.UnaryCallable<ListModelMonitoringJobsRequest,ModelMonitoringServiceClient.ListModelMonitoringJobsPagedResponse>`	`listModelMonitoringJobsPagedCallable()` Lists ModelMonitoringJobs.
`ModelMonitoringServiceClient.ListModelMonitorsPagedResponse`	`listModelMonitors(ListModelMonitorsRequest request)` Lists ModelMonitors in a Location.
`ModelMonitoringServiceClient.ListModelMonitorsPagedResponse`	`listModelMonitors(LocationName parent)` Lists ModelMonitors in a Location.
`ModelMonitoringServiceClient.ListModelMonitorsPagedResponse`	`listModelMonitors(String parent)` Lists ModelMonitors in a Location.
`com.google.api.gax.rpc.UnaryCallable<ListModelMonitorsRequest,ListModelMonitorsResponse>`	`listModelMonitorsCallable()` Lists ModelMonitors in a Location.
`com.google.api.gax.rpc.UnaryCallable<ListModelMonitorsRequest,ModelMonitoringServiceClient.ListModelMonitorsPagedResponse>`	`listModelMonitorsPagedCallable()` Lists ModelMonitors in a Location.
`ModelMonitoringServiceClient.SearchModelMonitoringAlertsPagedResponse`	`searchModelMonitoringAlerts(ModelMonitorName modelMonitor)` Returns the Model Monitoring alerts.
`ModelMonitoringServiceClient.SearchModelMonitoringAlertsPagedResponse`	`searchModelMonitoringAlerts(SearchModelMonitoringAlertsRequest request)` Returns the Model Monitoring alerts.
`ModelMonitoringServiceClient.SearchModelMonitoringAlertsPagedResponse`	`searchModelMonitoringAlerts(String modelMonitor)` Returns the Model Monitoring alerts.
`com.google.api.gax.rpc.UnaryCallable<SearchModelMonitoringAlertsRequest,SearchModelMonitoringAlertsResponse>`	`searchModelMonitoringAlertsCallable()` Returns the Model Monitoring alerts.
`com.google.api.gax.rpc.UnaryCallable<SearchModelMonitoringAlertsRequest,ModelMonitoringServiceClient.SearchModelMonitoringAlertsPagedResponse>`	`searchModelMonitoringAlertsPagedCallable()` Returns the Model Monitoring alerts.
`ModelMonitoringServiceClient.SearchModelMonitoringStatsPagedResponse`	`searchModelMonitoringStats(ModelMonitorName modelMonitor)` Searches Model Monitoring Stats generated within a given time window.
`ModelMonitoringServiceClient.SearchModelMonitoringStatsPagedResponse`	`searchModelMonitoringStats(SearchModelMonitoringStatsRequest request)` Searches Model Monitoring Stats generated within a given time window.
`ModelMonitoringServiceClient.SearchModelMonitoringStatsPagedResponse`	`searchModelMonitoringStats(String modelMonitor)` Searches Model Monitoring Stats generated within a given time window.
`com.google.api.gax.rpc.UnaryCallable<SearchModelMonitoringStatsRequest,SearchModelMonitoringStatsResponse>`	`searchModelMonitoringStatsCallable()` Searches Model Monitoring Stats generated within a given time window.
`com.google.api.gax.rpc.UnaryCallable<SearchModelMonitoringStatsRequest,ModelMonitoringServiceClient.SearchModelMonitoringStatsPagedResponse>`	`searchModelMonitoringStatsPagedCallable()` Searches Model Monitoring Stats generated within a given time window.
`com.google.iam.v1.Policy`	`setIamPolicy(com.google.iam.v1.SetIamPolicyRequest request)` Sets the access control policy on the specified resource.
`com.google.api.gax.rpc.UnaryCallable<com.google.iam.v1.SetIamPolicyRequest,com.google.iam.v1.Policy>`	`setIamPolicyCallable()` Sets the access control policy on the specified resource.
`void`	`shutdown()`
`void`	`shutdownNow()`
`com.google.iam.v1.TestIamPermissionsResponse`	`testIamPermissions(com.google.iam.v1.TestIamPermissionsRequest request)` Returns permissions that a caller has on the specified resource.
`com.google.api.gax.rpc.UnaryCallable<com.google.iam.v1.TestIamPermissionsRequest,com.google.iam.v1.TestIamPermissionsResponse>`	`testIamPermissionsCallable()` Returns permissions that a caller has on the specified resource.
`com.google.api.gax.longrunning.OperationFuture<ModelMonitor,UpdateModelMonitorOperationMetadata>`	`updateModelMonitorAsync(ModelMonitor modelMonitor, com.google.protobuf.FieldMask updateMask)` Updates a ModelMonitor.
`com.google.api.gax.longrunning.OperationFuture<ModelMonitor,UpdateModelMonitorOperationMetadata>`	`updateModelMonitorAsync(UpdateModelMonitorRequest request)` Updates a ModelMonitor.
`com.google.api.gax.rpc.UnaryCallable<UpdateModelMonitorRequest,com.google.longrunning.Operation>`	`updateModelMonitorCallable()` Updates a ModelMonitor.
`com.google.api.gax.rpc.OperationCallable<UpdateModelMonitorRequest,ModelMonitor,UpdateModelMonitorOperationMetadata>`	`updateModelMonitorOperationCallable()` Updates a ModelMonitor.

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail
- 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 Detail

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

createModelMonitorAsync

public final com.google.api.gax.longrunning.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:: com.google.api.gax.rpc.ApiException - if the remote call fails

createModelMonitorAsync

public final com.google.api.gax.longrunning.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:: com.google.api.gax.rpc.ApiException - if the remote call fails

createModelMonitorAsync

public final com.google.api.gax.longrunning.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:: com.google.api.gax.rpc.ApiException - if the remote call fails

createModelMonitorOperationCallable

public final com.google.api.gax.rpc.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 com.google.api.gax.rpc.UnaryCallable<CreateModelMonitorRequest,com.google.longrunning.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 com.google.api.gax.longrunning.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:: com.google.api.gax.rpc.ApiException - if the remote call fails

updateModelMonitorAsync

public final com.google.api.gax.longrunning.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:: com.google.api.gax.rpc.ApiException - if the remote call fails

updateModelMonitorOperationCallable

public final com.google.api.gax.rpc.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 com.google.api.gax.rpc.UnaryCallable<UpdateModelMonitorRequest,com.google.longrunning.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:: com.google.api.gax.rpc.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:: com.google.api.gax.rpc.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:: com.google.api.gax.rpc.ApiException - if the remote call fails

getModelMonitorCallable

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

listModelMonitorsPagedCallable

public final com.google.api.gax.rpc.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 com.google.api.gax.rpc.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 com.google.api.gax.longrunning.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:: com.google.api.gax.rpc.ApiException - if the remote call fails

deleteModelMonitorAsync

public final com.google.api.gax.longrunning.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:: com.google.api.gax.rpc.ApiException - if the remote call fails

deleteModelMonitorAsync

public final com.google.api.gax.longrunning.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:: com.google.api.gax.rpc.ApiException - if the remote call fails

deleteModelMonitorOperationCallable

public final com.google.api.gax.rpc.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 com.google.api.gax.rpc.UnaryCallable<DeleteModelMonitorRequest,com.google.longrunning.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:: com.google.api.gax.rpc.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:: com.google.api.gax.rpc.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:: com.google.api.gax.rpc.ApiException - if the remote call fails

createModelMonitoringJobCallable

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

getModelMonitoringJobCallable

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

listModelMonitoringJobs

public final ModelMonitoringServiceClient.ListModelMonitoringJobsPagedResponse listModelMonitoringJobs(String parent)

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

listModelMonitoringJobs

public final ModelMonitoringServiceClient.ListModelMonitoringJobsPagedResponse listModelMonitoringJobs(ListModelMonitoringJobsRequest request)

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

listModelMonitoringJobsPagedCallable

public final com.google.api.gax.rpc.UnaryCallable<ListModelMonitoringJobsRequest,ModelMonitoringServiceClient.ListModelMonitoringJobsPagedResponse> listModelMonitoringJobsPagedCallable()

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 com.google.api.gax.rpc.UnaryCallable<ListModelMonitoringJobsRequest,ListModelMonitoringJobsResponse> listModelMonitoringJobsCallable()

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

deleteModelMonitoringJobAsync

public final com.google.api.gax.longrunning.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:: com.google.api.gax.rpc.ApiException - if the remote call fails

deleteModelMonitoringJobAsync

public final com.google.api.gax.longrunning.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:: com.google.api.gax.rpc.ApiException - if the remote call fails

deleteModelMonitoringJobOperationCallable

public final com.google.api.gax.rpc.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 com.google.api.gax.rpc.UnaryCallable<DeleteModelMonitoringJobRequest,com.google.longrunning.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:: com.google.api.gax.rpc.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:: com.google.api.gax.rpc.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:: com.google.api.gax.rpc.ApiException - if the remote call fails

searchModelMonitoringStatsPagedCallable

public final com.google.api.gax.rpc.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 com.google.api.gax.rpc.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;
     }
   }
 }