Class JobServiceClient (2.4.0)

public class JobServiceClient implements BackgroundResource

Service Description: A service for creating and managing Vertex AI's jobs.

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


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   CustomJob customJob = CustomJob.newBuilder().build();
   CustomJob response = jobServiceClient.createCustomJob(parent, customJob);
 }

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

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

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

See the individual methods for example code.

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

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

To customize credentials:


 JobServiceSettings jobServiceSettings =
     JobServiceSettings.newBuilder()
         .setCredentialsProvider(FixedCredentialsProvider.create(myCredentials))
         .build();
 JobServiceClient jobServiceClient = JobServiceClient.create(jobServiceSettings);

To customize the endpoint:


 JobServiceSettings jobServiceSettings =
     JobServiceSettings.newBuilder().setEndpoint(myEndpoint).build();
 JobServiceClient jobServiceClient = JobServiceClient.create(jobServiceSettings);

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

Inheritance

java.lang.Object > JobServiceClient

Implements

BackgroundResource

Inherited Members

Object.clone()

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.toString()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Constructors

JobServiceClient(JobServiceSettings settings)

protected JobServiceClient(JobServiceSettings settings)

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

Parameter

Name	Description
settings	`JobServiceSettings`

JobServiceClient(JobServiceStub stub)

protected JobServiceClient(JobServiceStub stub)

Parameter

Name	Description
stub	`JobServiceStub`

Methods

awaitTermination(long duration, TimeUnit unit)

public boolean awaitTermination(long duration, TimeUnit unit)

Parameters

Name	Description
duration	`long`
unit	`TimeUnit`

Returns

Type	Description
boolean

Exceptions

Type	Description
InterruptedException

cancelBatchPredictionJob(BatchPredictionJobName name)

public final void cancelBatchPredictionJob(BatchPredictionJobName name)

Cancels a BatchPredictionJob.

Starts asynchronous cancellation on the BatchPredictionJob. The server makes the best effort to cancel the job, but success is not guaranteed. Clients can use JobService.GetBatchPredictionJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On a successful cancellation, the BatchPredictionJob is not deleted;instead its BatchPredictionJob.state is set to CANCELLED. Any files already outputted by the job are not deleted.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   BatchPredictionJobName name =
       BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]");
   jobServiceClient.cancelBatchPredictionJob(name);
 }

Parameter

Name	Description
name	`BatchPredictionJobName` Required. The name of the BatchPredictionJob to cancel. Format: `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`

cancelBatchPredictionJob(CancelBatchPredictionJobRequest request)

public final void cancelBatchPredictionJob(CancelBatchPredictionJobRequest request)

Cancels a BatchPredictionJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelBatchPredictionJobRequest request =
       CancelBatchPredictionJobRequest.newBuilder()
           .setName(
               BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]")
                   .toString())
           .build();
   jobServiceClient.cancelBatchPredictionJob(request);
 }

Parameter

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

cancelBatchPredictionJob(String name)

public final void cancelBatchPredictionJob(String name)

Cancels a BatchPredictionJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]").toString();
   jobServiceClient.cancelBatchPredictionJob(name);
 }

Parameter

Name	Description
name	`String` Required. The name of the BatchPredictionJob to cancel. Format: `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`

cancelBatchPredictionJobCallable()

public final UnaryCallable<CancelBatchPredictionJobRequest,Empty> cancelBatchPredictionJobCallable()

Cancels a BatchPredictionJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelBatchPredictionJobRequest request =
       CancelBatchPredictionJobRequest.newBuilder()
           .setName(
               BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]")
                   .toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<CancelBatchPredictionJobRequest,Empty>

cancelCustomJob(CancelCustomJobRequest request)

public final void cancelCustomJob(CancelCustomJobRequest request)

Cancels a CustomJob. Starts asynchronous cancellation on the CustomJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use JobService.GetCustomJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the CustomJob is not deleted; instead it becomes a job with a CustomJob.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and CustomJob.state is set to CANCELLED.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelCustomJobRequest request =
       CancelCustomJobRequest.newBuilder()
           .setName(CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString())
           .build();
   jobServiceClient.cancelCustomJob(request);
 }

Parameter

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

cancelCustomJob(CustomJobName name)

public final void cancelCustomJob(CustomJobName name)

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CustomJobName name = CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]");
   jobServiceClient.cancelCustomJob(name);
 }

Parameter

Name	Description
name	`CustomJobName` Required. The name of the CustomJob to cancel. Format: `projects/{project}/locations/{location}/customJobs/{custom_job}`

cancelCustomJob(String name)

public final void cancelCustomJob(String name)

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name = CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString();
   jobServiceClient.cancelCustomJob(name);
 }

Parameter

Name	Description
name	`String` Required. The name of the CustomJob to cancel. Format: `projects/{project}/locations/{location}/customJobs/{custom_job}`

cancelCustomJobCallable()

public final UnaryCallable<CancelCustomJobRequest,Empty> cancelCustomJobCallable()

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelCustomJobRequest request =
       CancelCustomJobRequest.newBuilder()
           .setName(CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<CancelCustomJobRequest,Empty>

cancelDataLabelingJob(CancelDataLabelingJobRequest request)

public final void cancelDataLabelingJob(CancelDataLabelingJobRequest request)

Cancels a DataLabelingJob. Success of cancellation is not guaranteed.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelDataLabelingJobRequest request =
       CancelDataLabelingJobRequest.newBuilder()
           .setName(
               DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]")
                   .toString())
           .build();
   jobServiceClient.cancelDataLabelingJob(request);
 }

Parameter

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

cancelDataLabelingJob(DataLabelingJobName name)

public final void cancelDataLabelingJob(DataLabelingJobName name)

Cancels a DataLabelingJob. Success of cancellation is not guaranteed.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DataLabelingJobName name =
       DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]");
   jobServiceClient.cancelDataLabelingJob(name);
 }

Parameter

Name	Description
name	`DataLabelingJobName` Required. The name of the DataLabelingJob. Format: `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`

cancelDataLabelingJob(String name)

public final void cancelDataLabelingJob(String name)

Cancels a DataLabelingJob. Success of cancellation is not guaranteed.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]").toString();
   jobServiceClient.cancelDataLabelingJob(name);
 }

Parameter

Name	Description
name	`String` Required. The name of the DataLabelingJob. Format: `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`

cancelDataLabelingJobCallable()

public final UnaryCallable<CancelDataLabelingJobRequest,Empty> cancelDataLabelingJobCallable()

Cancels a DataLabelingJob. Success of cancellation is not guaranteed.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelDataLabelingJobRequest request =
       CancelDataLabelingJobRequest.newBuilder()
           .setName(
               DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]")
                   .toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<CancelDataLabelingJobRequest,Empty>

cancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest request)

public final void cancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest request)

Cancels a HyperparameterTuningJob. Starts asynchronous cancellation on the HyperparameterTuningJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use JobService.GetHyperparameterTuningJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the HyperparameterTuningJob is not deleted; instead it becomes a job with a HyperparameterTuningJob.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and HyperparameterTuningJob.state is set to CANCELLED.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelHyperparameterTuningJobRequest request =
       CancelHyperparameterTuningJobRequest.newBuilder()
           .setName(
               HyperparameterTuningJobName.of(
                       "[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
                   .toString())
           .build();
   jobServiceClient.cancelHyperparameterTuningJob(request);
 }

Parameter

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

cancelHyperparameterTuningJob(HyperparameterTuningJobName name)

public final void cancelHyperparameterTuningJob(HyperparameterTuningJobName name)

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   HyperparameterTuningJobName name =
       HyperparameterTuningJobName.of("[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]");
   jobServiceClient.cancelHyperparameterTuningJob(name);
 }

Parameter

Name	Description
name	`HyperparameterTuningJobName` Required. The name of the HyperparameterTuningJob to cancel. Format: `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`

cancelHyperparameterTuningJob(String name)

public final void cancelHyperparameterTuningJob(String name)

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       HyperparameterTuningJobName.of("[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
           .toString();
   jobServiceClient.cancelHyperparameterTuningJob(name);
 }

Parameter

Name	Description
name	`String` Required. The name of the HyperparameterTuningJob to cancel. Format: `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`

cancelHyperparameterTuningJobCallable()

public final UnaryCallable<CancelHyperparameterTuningJobRequest,Empty> cancelHyperparameterTuningJobCallable()

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CancelHyperparameterTuningJobRequest request =
       CancelHyperparameterTuningJobRequest.newBuilder()
           .setName(
               HyperparameterTuningJobName.of(
                       "[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
                   .toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<CancelHyperparameterTuningJobRequest,Empty>

close()

public final void close()

create()

public static final JobServiceClient create()

Constructs an instance of JobServiceClient with default settings.

Returns

Type	Description
JobServiceClient

Exceptions

Type	Description
IOException

create(JobServiceSettings settings)

public static final JobServiceClient create(JobServiceSettings settings)

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

Parameter

Name	Description
settings	`JobServiceSettings`

Returns

Type	Description
JobServiceClient

Exceptions

Type	Description
IOException

create(JobServiceStub stub)

public static final JobServiceClient create(JobServiceStub stub)

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

Parameter

Name	Description
stub	`JobServiceStub`

Returns

Type	Description
JobServiceClient

createBatchPredictionJob(CreateBatchPredictionJobRequest request)

public final BatchPredictionJob createBatchPredictionJob(CreateBatchPredictionJobRequest request)

Creates a BatchPredictionJob. A BatchPredictionJob once created will right away be attempted to start.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateBatchPredictionJobRequest request =
       CreateBatchPredictionJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setBatchPredictionJob(BatchPredictionJob.newBuilder().build())
           .build();
   BatchPredictionJob response = jobServiceClient.createBatchPredictionJob(request);
 }

Parameter

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

Returns

Type	Description
BatchPredictionJob

createBatchPredictionJob(LocationName parent, BatchPredictionJob batchPredictionJob)

public final BatchPredictionJob createBatchPredictionJob(LocationName parent, BatchPredictionJob batchPredictionJob)

Creates a BatchPredictionJob. A BatchPredictionJob once created will right away be attempted to start.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   BatchPredictionJob batchPredictionJob = BatchPredictionJob.newBuilder().build();
   BatchPredictionJob response =
       jobServiceClient.createBatchPredictionJob(parent, batchPredictionJob);
 }

Parameters

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

Returns

Type	Description
BatchPredictionJob

createBatchPredictionJob(String parent, BatchPredictionJob batchPredictionJob)

public final BatchPredictionJob createBatchPredictionJob(String parent, BatchPredictionJob batchPredictionJob)

Creates a BatchPredictionJob. A BatchPredictionJob once created will right away be attempted to start.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   BatchPredictionJob batchPredictionJob = BatchPredictionJob.newBuilder().build();
   BatchPredictionJob response =
       jobServiceClient.createBatchPredictionJob(parent, batchPredictionJob);
 }

Parameters

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

Returns

Type	Description
BatchPredictionJob

createBatchPredictionJobCallable()

public final UnaryCallable<CreateBatchPredictionJobRequest,BatchPredictionJob> createBatchPredictionJobCallable()

Creates a BatchPredictionJob. A BatchPredictionJob once created will right away be attempted to start.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateBatchPredictionJobRequest request =
       CreateBatchPredictionJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setBatchPredictionJob(BatchPredictionJob.newBuilder().build())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<CreateBatchPredictionJobRequest,BatchPredictionJob>

createCustomJob(CreateCustomJobRequest request)

public final CustomJob createCustomJob(CreateCustomJobRequest request)

Creates a CustomJob. A created CustomJob right away will be attempted to be run.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateCustomJobRequest request =
       CreateCustomJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setCustomJob(CustomJob.newBuilder().build())
           .build();
   CustomJob response = jobServiceClient.createCustomJob(request);
 }

Parameter

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

Returns

Type	Description
CustomJob

createCustomJob(LocationName parent, CustomJob customJob)

public final CustomJob createCustomJob(LocationName parent, CustomJob customJob)

Creates a CustomJob. A created CustomJob right away will be attempted to be run.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   CustomJob customJob = CustomJob.newBuilder().build();
   CustomJob response = jobServiceClient.createCustomJob(parent, customJob);
 }

Parameters

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

Returns

Type	Description
CustomJob

createCustomJob(String parent, CustomJob customJob)

public final CustomJob createCustomJob(String parent, CustomJob customJob)

Creates a CustomJob. A created CustomJob right away will be attempted to be run.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   CustomJob customJob = CustomJob.newBuilder().build();
   CustomJob response = jobServiceClient.createCustomJob(parent, customJob);
 }

Parameters

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

Returns

Type	Description
CustomJob

createCustomJobCallable()

public final UnaryCallable<CreateCustomJobRequest,CustomJob> createCustomJobCallable()

Creates a CustomJob. A created CustomJob right away will be attempted to be run.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateCustomJobRequest request =
       CreateCustomJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setCustomJob(CustomJob.newBuilder().build())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<CreateCustomJobRequest,CustomJob>

createDataLabelingJob(CreateDataLabelingJobRequest request)

public final DataLabelingJob createDataLabelingJob(CreateDataLabelingJobRequest request)

Creates a DataLabelingJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateDataLabelingJobRequest request =
       CreateDataLabelingJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setDataLabelingJob(DataLabelingJob.newBuilder().build())
           .build();
   DataLabelingJob response = jobServiceClient.createDataLabelingJob(request);
 }

Parameter

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

Returns

Type	Description
DataLabelingJob

createDataLabelingJob(LocationName parent, DataLabelingJob dataLabelingJob)

public final DataLabelingJob createDataLabelingJob(LocationName parent, DataLabelingJob dataLabelingJob)

Creates a DataLabelingJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   DataLabelingJob dataLabelingJob = DataLabelingJob.newBuilder().build();
   DataLabelingJob response = jobServiceClient.createDataLabelingJob(parent, dataLabelingJob);
 }

Parameters

Name	Description
parent	`LocationName` Required. The parent of the DataLabelingJob. Format: `projects/{project}/locations/{location}`
dataLabelingJob	`DataLabelingJob` Required. The DataLabelingJob to create.

Returns

Type	Description
DataLabelingJob

createDataLabelingJob(String parent, DataLabelingJob dataLabelingJob)

public final DataLabelingJob createDataLabelingJob(String parent, DataLabelingJob dataLabelingJob)

Creates a DataLabelingJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   DataLabelingJob dataLabelingJob = DataLabelingJob.newBuilder().build();
   DataLabelingJob response = jobServiceClient.createDataLabelingJob(parent, dataLabelingJob);
 }

Parameters

Name	Description
parent	`String` Required. The parent of the DataLabelingJob. Format: `projects/{project}/locations/{location}`
dataLabelingJob	`DataLabelingJob` Required. The DataLabelingJob to create.

Returns

Type	Description
DataLabelingJob

createDataLabelingJobCallable()

public final UnaryCallable<CreateDataLabelingJobRequest,DataLabelingJob> createDataLabelingJobCallable()

Creates a DataLabelingJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateDataLabelingJobRequest request =
       CreateDataLabelingJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setDataLabelingJob(DataLabelingJob.newBuilder().build())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<CreateDataLabelingJobRequest,DataLabelingJob>

createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request)

public final HyperparameterTuningJob createHyperparameterTuningJob(CreateHyperparameterTuningJobRequest request)

Creates a HyperparameterTuningJob

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateHyperparameterTuningJobRequest request =
       CreateHyperparameterTuningJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setHyperparameterTuningJob(HyperparameterTuningJob.newBuilder().build())
           .build();
   HyperparameterTuningJob response = jobServiceClient.createHyperparameterTuningJob(request);
 }

Parameter

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

Returns

Type	Description
HyperparameterTuningJob

createHyperparameterTuningJob(LocationName parent, HyperparameterTuningJob hyperparameterTuningJob)

public final HyperparameterTuningJob createHyperparameterTuningJob(LocationName parent, HyperparameterTuningJob hyperparameterTuningJob)

Creates a HyperparameterTuningJob

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   HyperparameterTuningJob hyperparameterTuningJob =
       HyperparameterTuningJob.newBuilder().build();
   HyperparameterTuningJob response =
       jobServiceClient.createHyperparameterTuningJob(parent, hyperparameterTuningJob);
 }

Parameters

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

Returns

Type	Description
HyperparameterTuningJob

createHyperparameterTuningJob(String parent, HyperparameterTuningJob hyperparameterTuningJob)

public final HyperparameterTuningJob createHyperparameterTuningJob(String parent, HyperparameterTuningJob hyperparameterTuningJob)

Creates a HyperparameterTuningJob

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   HyperparameterTuningJob hyperparameterTuningJob =
       HyperparameterTuningJob.newBuilder().build();
   HyperparameterTuningJob response =
       jobServiceClient.createHyperparameterTuningJob(parent, hyperparameterTuningJob);
 }

Parameters

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

Returns

Type	Description
HyperparameterTuningJob

createHyperparameterTuningJobCallable()

public final UnaryCallable<CreateHyperparameterTuningJobRequest,HyperparameterTuningJob> createHyperparameterTuningJobCallable()

Creates a HyperparameterTuningJob

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateHyperparameterTuningJobRequest request =
       CreateHyperparameterTuningJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setHyperparameterTuningJob(HyperparameterTuningJob.newBuilder().build())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<CreateHyperparameterTuningJobRequest,HyperparameterTuningJob>

createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request)

public final ModelDeploymentMonitoringJob createModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest request)

Creates a ModelDeploymentMonitoringJob. It will run periodically on a configured interval.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateModelDeploymentMonitoringJobRequest request =
       CreateModelDeploymentMonitoringJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setModelDeploymentMonitoringJob(ModelDeploymentMonitoringJob.newBuilder().build())
           .build();
   ModelDeploymentMonitoringJob response =
       jobServiceClient.createModelDeploymentMonitoringJob(request);
 }

Parameter

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

Returns

Type	Description
ModelDeploymentMonitoringJob

createModelDeploymentMonitoringJob(LocationName parent, ModelDeploymentMonitoringJob modelDeploymentMonitoringJob)

public final ModelDeploymentMonitoringJob createModelDeploymentMonitoringJob(LocationName parent, ModelDeploymentMonitoringJob modelDeploymentMonitoringJob)

Creates a ModelDeploymentMonitoringJob. It will run periodically on a configured interval.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   ModelDeploymentMonitoringJob modelDeploymentMonitoringJob =
       ModelDeploymentMonitoringJob.newBuilder().build();
   ModelDeploymentMonitoringJob response =
       jobServiceClient.createModelDeploymentMonitoringJob(parent, modelDeploymentMonitoringJob);
 }

Parameters

Name	Description
parent	`LocationName` Required. The parent of the ModelDeploymentMonitoringJob. Format: `projects/{project}/locations/{location}`
modelDeploymentMonitoringJob	`ModelDeploymentMonitoringJob` Required. The ModelDeploymentMonitoringJob to create

Returns

Type	Description
ModelDeploymentMonitoringJob

createModelDeploymentMonitoringJob(String parent, ModelDeploymentMonitoringJob modelDeploymentMonitoringJob)

public final ModelDeploymentMonitoringJob createModelDeploymentMonitoringJob(String parent, ModelDeploymentMonitoringJob modelDeploymentMonitoringJob)

Creates a ModelDeploymentMonitoringJob. It will run periodically on a configured interval.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   ModelDeploymentMonitoringJob modelDeploymentMonitoringJob =
       ModelDeploymentMonitoringJob.newBuilder().build();
   ModelDeploymentMonitoringJob response =
       jobServiceClient.createModelDeploymentMonitoringJob(parent, modelDeploymentMonitoringJob);
 }

Parameters

Name	Description
parent	`String` Required. The parent of the ModelDeploymentMonitoringJob. Format: `projects/{project}/locations/{location}`
modelDeploymentMonitoringJob	`ModelDeploymentMonitoringJob` Required. The ModelDeploymentMonitoringJob to create

Returns

Type	Description
ModelDeploymentMonitoringJob

createModelDeploymentMonitoringJobCallable()

public final UnaryCallable<CreateModelDeploymentMonitoringJobRequest,ModelDeploymentMonitoringJob> createModelDeploymentMonitoringJobCallable()

Creates a ModelDeploymentMonitoringJob. It will run periodically on a configured interval.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CreateModelDeploymentMonitoringJobRequest request =
       CreateModelDeploymentMonitoringJobRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setModelDeploymentMonitoringJob(ModelDeploymentMonitoringJob.newBuilder().build())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<CreateModelDeploymentMonitoringJobRequest,ModelDeploymentMonitoringJob>

deleteBatchPredictionJobAsync(BatchPredictionJobName name)

public final OperationFuture<Empty,DeleteOperationMetadata> deleteBatchPredictionJobAsync(BatchPredictionJobName name)

Deletes a BatchPredictionJob. Can only be called on jobs that already finished.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   BatchPredictionJobName name =
       BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]");
   jobServiceClient.deleteBatchPredictionJobAsync(name).get();
 }

Parameter

Name	Description
name	`BatchPredictionJobName` Required. The name of the BatchPredictionJob resource to be deleted. Format: `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteBatchPredictionJobAsync(DeleteBatchPredictionJobRequest request)

public final OperationFuture<Empty,DeleteOperationMetadata> deleteBatchPredictionJobAsync(DeleteBatchPredictionJobRequest request)

Deletes a BatchPredictionJob. Can only be called on jobs that already finished.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteBatchPredictionJobRequest request =
       DeleteBatchPredictionJobRequest.newBuilder()
           .setName(
               BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]")
                   .toString())
           .build();
   jobServiceClient.deleteBatchPredictionJobAsync(request).get();
 }

Parameter

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

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteBatchPredictionJobAsync(String name)

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

Deletes a BatchPredictionJob. Can only be called on jobs that already finished.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]").toString();
   jobServiceClient.deleteBatchPredictionJobAsync(name).get();
 }

Parameter

Name	Description
name	`String` Required. The name of the BatchPredictionJob resource to be deleted. Format: `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteBatchPredictionJobCallable()

public final UnaryCallable<DeleteBatchPredictionJobRequest,Operation> deleteBatchPredictionJobCallable()

Deletes a BatchPredictionJob. Can only be called on jobs that already finished.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteBatchPredictionJobRequest request =
       DeleteBatchPredictionJobRequest.newBuilder()
           .setName(
               BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]")
                   .toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<DeleteBatchPredictionJobRequest,Operation>

deleteBatchPredictionJobOperationCallable()

public final OperationCallable<DeleteBatchPredictionJobRequest,Empty,DeleteOperationMetadata> deleteBatchPredictionJobOperationCallable()

Deletes a BatchPredictionJob. Can only be called on jobs that already finished.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteBatchPredictionJobRequest request =
       DeleteBatchPredictionJobRequest.newBuilder()
           .setName(
               BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]")
                   .toString())
           .build();
   OperationFuture

Returns

Type	Description
OperationCallable<DeleteBatchPredictionJobRequest,Empty,DeleteOperationMetadata>

deleteCustomJobAsync(CustomJobName name)

public final OperationFuture<Empty,DeleteOperationMetadata> deleteCustomJobAsync(CustomJobName name)

Deletes a CustomJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CustomJobName name = CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]");
   jobServiceClient.deleteCustomJobAsync(name).get();
 }

Parameter

Name	Description
name	`CustomJobName` Required. The name of the CustomJob resource to be deleted. Format: `projects/{project}/locations/{location}/customJobs/{custom_job}`

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteCustomJobAsync(DeleteCustomJobRequest request)

public final OperationFuture<Empty,DeleteOperationMetadata> deleteCustomJobAsync(DeleteCustomJobRequest request)

Deletes a CustomJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteCustomJobRequest request =
       DeleteCustomJobRequest.newBuilder()
           .setName(CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString())
           .build();
   jobServiceClient.deleteCustomJobAsync(request).get();
 }

Parameter

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

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteCustomJobAsync(String name)

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

Deletes a CustomJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name = CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString();
   jobServiceClient.deleteCustomJobAsync(name).get();
 }

Parameter

Name	Description
name	`String` Required. The name of the CustomJob resource to be deleted. Format: `projects/{project}/locations/{location}/customJobs/{custom_job}`

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteCustomJobCallable()

public final UnaryCallable<DeleteCustomJobRequest,Operation> deleteCustomJobCallable()

Deletes a CustomJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteCustomJobRequest request =
       DeleteCustomJobRequest.newBuilder()
           .setName(CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<DeleteCustomJobRequest,Operation>

deleteCustomJobOperationCallable()

public final OperationCallable<DeleteCustomJobRequest,Empty,DeleteOperationMetadata> deleteCustomJobOperationCallable()

Deletes a CustomJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteCustomJobRequest request =
       DeleteCustomJobRequest.newBuilder()
           .setName(CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString())
           .build();
   OperationFuture

Returns

Type	Description
OperationCallable<DeleteCustomJobRequest,Empty,DeleteOperationMetadata>

deleteDataLabelingJobAsync(DataLabelingJobName name)

public final OperationFuture<Empty,DeleteOperationMetadata> deleteDataLabelingJobAsync(DataLabelingJobName name)

Deletes a DataLabelingJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DataLabelingJobName name =
       DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]");
   jobServiceClient.deleteDataLabelingJobAsync(name).get();
 }

Parameter

Name	Description
name	`DataLabelingJobName` Required. The name of the DataLabelingJob to be deleted. Format: `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteDataLabelingJobAsync(DeleteDataLabelingJobRequest request)

public final OperationFuture<Empty,DeleteOperationMetadata> deleteDataLabelingJobAsync(DeleteDataLabelingJobRequest request)

Deletes a DataLabelingJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteDataLabelingJobRequest request =
       DeleteDataLabelingJobRequest.newBuilder()
           .setName(
               DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]")
                   .toString())
           .build();
   jobServiceClient.deleteDataLabelingJobAsync(request).get();
 }

Parameter

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

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteDataLabelingJobAsync(String name)

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

Deletes a DataLabelingJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]").toString();
   jobServiceClient.deleteDataLabelingJobAsync(name).get();
 }

Parameter

Name	Description
name	`String` Required. The name of the DataLabelingJob to be deleted. Format: `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteDataLabelingJobCallable()

public final UnaryCallable<DeleteDataLabelingJobRequest,Operation> deleteDataLabelingJobCallable()

Deletes a DataLabelingJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteDataLabelingJobRequest request =
       DeleteDataLabelingJobRequest.newBuilder()
           .setName(
               DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]")
                   .toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<DeleteDataLabelingJobRequest,Operation>

deleteDataLabelingJobOperationCallable()

public final OperationCallable<DeleteDataLabelingJobRequest,Empty,DeleteOperationMetadata> deleteDataLabelingJobOperationCallable()

Deletes a DataLabelingJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteDataLabelingJobRequest request =
       DeleteDataLabelingJobRequest.newBuilder()
           .setName(
               DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]")
                   .toString())
           .build();
   OperationFuture

Returns

Type	Description
OperationCallable<DeleteDataLabelingJobRequest,Empty,DeleteOperationMetadata>

deleteHyperparameterTuningJobAsync(DeleteHyperparameterTuningJobRequest request)

public final OperationFuture<Empty,DeleteOperationMetadata> deleteHyperparameterTuningJobAsync(DeleteHyperparameterTuningJobRequest request)

Deletes a HyperparameterTuningJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteHyperparameterTuningJobRequest request =
       DeleteHyperparameterTuningJobRequest.newBuilder()
           .setName(
               HyperparameterTuningJobName.of(
                       "[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
                   .toString())
           .build();
   jobServiceClient.deleteHyperparameterTuningJobAsync(request).get();
 }

Parameter

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

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteHyperparameterTuningJobAsync(HyperparameterTuningJobName name)

public final OperationFuture<Empty,DeleteOperationMetadata> deleteHyperparameterTuningJobAsync(HyperparameterTuningJobName name)

Deletes a HyperparameterTuningJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   HyperparameterTuningJobName name =
       HyperparameterTuningJobName.of("[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]");
   jobServiceClient.deleteHyperparameterTuningJobAsync(name).get();
 }

Parameter

Name	Description
name	`HyperparameterTuningJobName` Required. The name of the HyperparameterTuningJob resource to be deleted. Format: `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteHyperparameterTuningJobAsync(String name)

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

Deletes a HyperparameterTuningJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       HyperparameterTuningJobName.of("[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
           .toString();
   jobServiceClient.deleteHyperparameterTuningJobAsync(name).get();
 }

Parameter

Name	Description
name	`String` Required. The name of the HyperparameterTuningJob resource to be deleted. Format: `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteHyperparameterTuningJobCallable()

public final UnaryCallable<DeleteHyperparameterTuningJobRequest,Operation> deleteHyperparameterTuningJobCallable()

Deletes a HyperparameterTuningJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteHyperparameterTuningJobRequest request =
       DeleteHyperparameterTuningJobRequest.newBuilder()
           .setName(
               HyperparameterTuningJobName.of(
                       "[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
                   .toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<DeleteHyperparameterTuningJobRequest,Operation>

deleteHyperparameterTuningJobOperationCallable()

public final OperationCallable<DeleteHyperparameterTuningJobRequest,Empty,DeleteOperationMetadata> deleteHyperparameterTuningJobOperationCallable()

Deletes a HyperparameterTuningJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteHyperparameterTuningJobRequest request =
       DeleteHyperparameterTuningJobRequest.newBuilder()
           .setName(
               HyperparameterTuningJobName.of(
                       "[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
                   .toString())
           .build();
   OperationFuture

Returns

Type	Description
OperationCallable<DeleteHyperparameterTuningJobRequest,Empty,DeleteOperationMetadata>

deleteModelDeploymentMonitoringJobAsync(DeleteModelDeploymentMonitoringJobRequest request)

public final OperationFuture<Empty,DeleteOperationMetadata> deleteModelDeploymentMonitoringJobAsync(DeleteModelDeploymentMonitoringJobRequest request)

Deletes a ModelDeploymentMonitoringJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteModelDeploymentMonitoringJobRequest request =
       DeleteModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   jobServiceClient.deleteModelDeploymentMonitoringJobAsync(request).get();
 }

Parameter

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

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteModelDeploymentMonitoringJobAsync(ModelDeploymentMonitoringJobName name)

public final OperationFuture<Empty,DeleteOperationMetadata> deleteModelDeploymentMonitoringJobAsync(ModelDeploymentMonitoringJobName name)

Deletes a ModelDeploymentMonitoringJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ModelDeploymentMonitoringJobName name =
       ModelDeploymentMonitoringJobName.of(
           "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]");
   jobServiceClient.deleteModelDeploymentMonitoringJobAsync(name).get();
 }

Parameter

Name	Description
name	`ModelDeploymentMonitoringJobName` Required. The resource name of the model monitoring job to delete. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteModelDeploymentMonitoringJobAsync(String name)

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

Deletes a ModelDeploymentMonitoringJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       ModelDeploymentMonitoringJobName.of(
               "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
           .toString();
   jobServiceClient.deleteModelDeploymentMonitoringJobAsync(name).get();
 }

Parameter

Name	Description
name	`String` Required. The resource name of the model monitoring job to delete. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`

Returns

Type	Description
OperationFuture<Empty,DeleteOperationMetadata>

deleteModelDeploymentMonitoringJobCallable()

public final UnaryCallable<DeleteModelDeploymentMonitoringJobRequest,Operation> deleteModelDeploymentMonitoringJobCallable()

Deletes a ModelDeploymentMonitoringJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteModelDeploymentMonitoringJobRequest request =
       DeleteModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<DeleteModelDeploymentMonitoringJobRequest,Operation>

deleteModelDeploymentMonitoringJobOperationCallable()

public final OperationCallable<DeleteModelDeploymentMonitoringJobRequest,Empty,DeleteOperationMetadata> deleteModelDeploymentMonitoringJobOperationCallable()

Deletes a ModelDeploymentMonitoringJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DeleteModelDeploymentMonitoringJobRequest request =
       DeleteModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   OperationFuture

Returns

Type	Description
OperationCallable<DeleteModelDeploymentMonitoringJobRequest,Empty,DeleteOperationMetadata>

getBatchPredictionJob(BatchPredictionJobName name)

public final BatchPredictionJob getBatchPredictionJob(BatchPredictionJobName name)

Gets a BatchPredictionJob

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   BatchPredictionJobName name =
       BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]");
   BatchPredictionJob response = jobServiceClient.getBatchPredictionJob(name);
 }

Parameter

Name	Description
name	`BatchPredictionJobName` Required. The name of the BatchPredictionJob resource. Format: `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`

Returns

Type	Description
BatchPredictionJob

getBatchPredictionJob(GetBatchPredictionJobRequest request)

public final BatchPredictionJob getBatchPredictionJob(GetBatchPredictionJobRequest request)

Gets a BatchPredictionJob

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetBatchPredictionJobRequest request =
       GetBatchPredictionJobRequest.newBuilder()
           .setName(
               BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]")
                   .toString())
           .build();
   BatchPredictionJob response = jobServiceClient.getBatchPredictionJob(request);
 }

Parameter

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

Returns

Type	Description
BatchPredictionJob

getBatchPredictionJob(String name)

public final BatchPredictionJob getBatchPredictionJob(String name)

Gets a BatchPredictionJob

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]").toString();
   BatchPredictionJob response = jobServiceClient.getBatchPredictionJob(name);
 }

Parameter

Name	Description
name	`String` Required. The name of the BatchPredictionJob resource. Format: `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`

Returns

Type	Description
BatchPredictionJob

getBatchPredictionJobCallable()

public final UnaryCallable<GetBatchPredictionJobRequest,BatchPredictionJob> getBatchPredictionJobCallable()

Gets a BatchPredictionJob

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetBatchPredictionJobRequest request =
       GetBatchPredictionJobRequest.newBuilder()
           .setName(
               BatchPredictionJobName.of("[PROJECT]", "[LOCATION]", "[BATCH_PREDICTION_JOB]")
                   .toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<GetBatchPredictionJobRequest,BatchPredictionJob>

getCustomJob(CustomJobName name)

public final CustomJob getCustomJob(CustomJobName name)

Gets a CustomJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   CustomJobName name = CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]");
   CustomJob response = jobServiceClient.getCustomJob(name);
 }

Parameter

Name	Description
name	`CustomJobName` Required. The name of the CustomJob resource. Format: `projects/{project}/locations/{location}/customJobs/{custom_job}`

Returns

Type	Description
CustomJob

getCustomJob(GetCustomJobRequest request)

public final CustomJob getCustomJob(GetCustomJobRequest request)

Gets a CustomJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetCustomJobRequest request =
       GetCustomJobRequest.newBuilder()
           .setName(CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString())
           .build();
   CustomJob response = jobServiceClient.getCustomJob(request);
 }

Parameter

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

Returns

Type	Description
CustomJob

getCustomJob(String name)

public final CustomJob getCustomJob(String name)

Gets a CustomJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name = CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString();
   CustomJob response = jobServiceClient.getCustomJob(name);
 }

Parameter

Name	Description
name	`String` Required. The name of the CustomJob resource. Format: `projects/{project}/locations/{location}/customJobs/{custom_job}`

Returns

Type	Description
CustomJob

getCustomJobCallable()

public final UnaryCallable<GetCustomJobRequest,CustomJob> getCustomJobCallable()

Gets a CustomJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetCustomJobRequest request =
       GetCustomJobRequest.newBuilder()
           .setName(CustomJobName.of("[PROJECT]", "[LOCATION]", "[CUSTOM_JOB]").toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<GetCustomJobRequest,CustomJob>

getDataLabelingJob(DataLabelingJobName name)

public final DataLabelingJob getDataLabelingJob(DataLabelingJobName name)

Gets a DataLabelingJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   DataLabelingJobName name =
       DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]");
   DataLabelingJob response = jobServiceClient.getDataLabelingJob(name);
 }

Parameter

Name	Description
name	`DataLabelingJobName` Required. The name of the DataLabelingJob. Format: `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`

Returns

Type	Description
DataLabelingJob

getDataLabelingJob(GetDataLabelingJobRequest request)

public final DataLabelingJob getDataLabelingJob(GetDataLabelingJobRequest request)

Gets a DataLabelingJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetDataLabelingJobRequest request =
       GetDataLabelingJobRequest.newBuilder()
           .setName(
               DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]")
                   .toString())
           .build();
   DataLabelingJob response = jobServiceClient.getDataLabelingJob(request);
 }

Parameter

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

Returns

Type	Description
DataLabelingJob

getDataLabelingJob(String name)

public final DataLabelingJob getDataLabelingJob(String name)

Gets a DataLabelingJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]").toString();
   DataLabelingJob response = jobServiceClient.getDataLabelingJob(name);
 }

Parameter

Name	Description
name	`String` Required. The name of the DataLabelingJob. Format: `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`

Returns

Type	Description
DataLabelingJob

getDataLabelingJobCallable()

public final UnaryCallable<GetDataLabelingJobRequest,DataLabelingJob> getDataLabelingJobCallable()

Gets a DataLabelingJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetDataLabelingJobRequest request =
       GetDataLabelingJobRequest.newBuilder()
           .setName(
               DataLabelingJobName.of("[PROJECT]", "[LOCATION]", "[DATA_LABELING_JOB]")
                   .toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<GetDataLabelingJobRequest,DataLabelingJob>

getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request)

public final HyperparameterTuningJob getHyperparameterTuningJob(GetHyperparameterTuningJobRequest request)

Gets a HyperparameterTuningJob

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetHyperparameterTuningJobRequest request =
       GetHyperparameterTuningJobRequest.newBuilder()
           .setName(
               HyperparameterTuningJobName.of(
                       "[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
                   .toString())
           .build();
   HyperparameterTuningJob response = jobServiceClient.getHyperparameterTuningJob(request);
 }

Parameter

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

Returns

Type	Description
HyperparameterTuningJob

getHyperparameterTuningJob(HyperparameterTuningJobName name)

public final HyperparameterTuningJob getHyperparameterTuningJob(HyperparameterTuningJobName name)

Gets a HyperparameterTuningJob

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   HyperparameterTuningJobName name =
       HyperparameterTuningJobName.of("[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]");
   HyperparameterTuningJob response = jobServiceClient.getHyperparameterTuningJob(name);
 }

Parameter

Name	Description
name	`HyperparameterTuningJobName` Required. The name of the HyperparameterTuningJob resource. Format: `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`

Returns

Type	Description
HyperparameterTuningJob

getHyperparameterTuningJob(String name)

public final HyperparameterTuningJob getHyperparameterTuningJob(String name)

Gets a HyperparameterTuningJob

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       HyperparameterTuningJobName.of("[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
           .toString();
   HyperparameterTuningJob response = jobServiceClient.getHyperparameterTuningJob(name);
 }

Parameter

Name	Description
name	`String` Required. The name of the HyperparameterTuningJob resource. Format: `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`

Returns

Type	Description
HyperparameterTuningJob

getHyperparameterTuningJobCallable()

public final UnaryCallable<GetHyperparameterTuningJobRequest,HyperparameterTuningJob> getHyperparameterTuningJobCallable()

Gets a HyperparameterTuningJob

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetHyperparameterTuningJobRequest request =
       GetHyperparameterTuningJobRequest.newBuilder()
           .setName(
               HyperparameterTuningJobName.of(
                       "[PROJECT]", "[LOCATION]", "[HYPERPARAMETER_TUNING_JOB]")
                   .toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<GetHyperparameterTuningJobRequest,HyperparameterTuningJob>

getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request)

public final ModelDeploymentMonitoringJob getModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest request)

Gets a ModelDeploymentMonitoringJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetModelDeploymentMonitoringJobRequest request =
       GetModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   ModelDeploymentMonitoringJob response =
       jobServiceClient.getModelDeploymentMonitoringJob(request);
 }

Parameter

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

Returns

Type	Description
ModelDeploymentMonitoringJob

getModelDeploymentMonitoringJob(ModelDeploymentMonitoringJobName name)

public final ModelDeploymentMonitoringJob getModelDeploymentMonitoringJob(ModelDeploymentMonitoringJobName name)

Gets a ModelDeploymentMonitoringJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ModelDeploymentMonitoringJobName name =
       ModelDeploymentMonitoringJobName.of(
           "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]");
   ModelDeploymentMonitoringJob response =
       jobServiceClient.getModelDeploymentMonitoringJob(name);
 }

Parameter

Name	Description
name	`ModelDeploymentMonitoringJobName` Required. The resource name of the ModelDeploymentMonitoringJob. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`

Returns

Type	Description
ModelDeploymentMonitoringJob

getModelDeploymentMonitoringJob(String name)

public final ModelDeploymentMonitoringJob getModelDeploymentMonitoringJob(String name)

Gets a ModelDeploymentMonitoringJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       ModelDeploymentMonitoringJobName.of(
               "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
           .toString();
   ModelDeploymentMonitoringJob response =
       jobServiceClient.getModelDeploymentMonitoringJob(name);
 }

Parameter

Name	Description
name	`String` Required. The resource name of the ModelDeploymentMonitoringJob. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`

Returns

Type	Description
ModelDeploymentMonitoringJob

getModelDeploymentMonitoringJobCallable()

public final UnaryCallable<GetModelDeploymentMonitoringJobRequest,ModelDeploymentMonitoringJob> getModelDeploymentMonitoringJobCallable()

Gets a ModelDeploymentMonitoringJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   GetModelDeploymentMonitoringJobRequest request =
       GetModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<GetModelDeploymentMonitoringJobRequest,ModelDeploymentMonitoringJob>

getOperationsClient()

public final OperationsClient getOperationsClient()

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

Returns

Type	Description
OperationsClient

getSettings()

public final JobServiceSettings getSettings()

Returns

Type	Description
JobServiceSettings

getStub()

public JobServiceStub getStub()

Returns

Type	Description
JobServiceStub

isShutdown()

public boolean isShutdown()

Returns

Type	Description
boolean

isTerminated()

public boolean isTerminated()

Returns

Type	Description
boolean

listBatchPredictionJobs(ListBatchPredictionJobsRequest request)

public final JobServiceClient.ListBatchPredictionJobsPagedResponse listBatchPredictionJobs(ListBatchPredictionJobsRequest request)

Lists BatchPredictionJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListBatchPredictionJobsRequest request =
       ListBatchPredictionJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   for (BatchPredictionJob element :
       jobServiceClient.listBatchPredictionJobs(request).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

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

Returns

Type	Description
JobServiceClient.ListBatchPredictionJobsPagedResponse

listBatchPredictionJobs(LocationName parent)

public final JobServiceClient.ListBatchPredictionJobsPagedResponse listBatchPredictionJobs(LocationName parent)

Lists BatchPredictionJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (BatchPredictionJob element :
       jobServiceClient.listBatchPredictionJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

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

Returns

Type	Description
JobServiceClient.ListBatchPredictionJobsPagedResponse

listBatchPredictionJobs(String parent)

public final JobServiceClient.ListBatchPredictionJobsPagedResponse listBatchPredictionJobs(String parent)

Lists BatchPredictionJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (BatchPredictionJob element :
       jobServiceClient.listBatchPredictionJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

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

Returns

Type	Description
JobServiceClient.ListBatchPredictionJobsPagedResponse

listBatchPredictionJobsCallable()

public final UnaryCallable<ListBatchPredictionJobsRequest,ListBatchPredictionJobsResponse> listBatchPredictionJobsCallable()

Lists BatchPredictionJobs in a Location.

Sample code:


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

Returns

Type	Description
UnaryCallable<ListBatchPredictionJobsRequest,ListBatchPredictionJobsResponse>

listBatchPredictionJobsPagedCallable()

public final UnaryCallable<ListBatchPredictionJobsRequest,JobServiceClient.ListBatchPredictionJobsPagedResponse> listBatchPredictionJobsPagedCallable()

Lists BatchPredictionJobs in a Location.

Sample code:


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

Returns

Type	Description
UnaryCallable<ListBatchPredictionJobsRequest,ListBatchPredictionJobsPagedResponse>

listCustomJobs(ListCustomJobsRequest request)

public final JobServiceClient.ListCustomJobsPagedResponse listCustomJobs(ListCustomJobsRequest request)

Lists CustomJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListCustomJobsRequest request =
       ListCustomJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   for (CustomJob element : jobServiceClient.listCustomJobs(request).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

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

Returns

Type	Description
JobServiceClient.ListCustomJobsPagedResponse

listCustomJobs(LocationName parent)

public final JobServiceClient.ListCustomJobsPagedResponse listCustomJobs(LocationName parent)

Lists CustomJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (CustomJob element : jobServiceClient.listCustomJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

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

Returns

Type	Description
JobServiceClient.ListCustomJobsPagedResponse

listCustomJobs(String parent)

public final JobServiceClient.ListCustomJobsPagedResponse listCustomJobs(String parent)

Lists CustomJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (CustomJob element : jobServiceClient.listCustomJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

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

Returns

Type	Description
JobServiceClient.ListCustomJobsPagedResponse

listCustomJobsCallable()

public final UnaryCallable<ListCustomJobsRequest,ListCustomJobsResponse> listCustomJobsCallable()

Lists CustomJobs in a Location.

Sample code:


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

Returns

Type	Description
UnaryCallable<ListCustomJobsRequest,ListCustomJobsResponse>

listCustomJobsPagedCallable()

public final UnaryCallable<ListCustomJobsRequest,JobServiceClient.ListCustomJobsPagedResponse> listCustomJobsPagedCallable()

Lists CustomJobs in a Location.

Sample code:


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

Returns

Type	Description
UnaryCallable<ListCustomJobsRequest,ListCustomJobsPagedResponse>

listDataLabelingJobs(ListDataLabelingJobsRequest request)

public final JobServiceClient.ListDataLabelingJobsPagedResponse listDataLabelingJobs(ListDataLabelingJobsRequest request)

Lists DataLabelingJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListDataLabelingJobsRequest request =
       ListDataLabelingJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .setOrderBy("orderBy-1207110587")
           .build();
   for (DataLabelingJob element : jobServiceClient.listDataLabelingJobs(request).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

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

Returns

Type	Description
JobServiceClient.ListDataLabelingJobsPagedResponse

listDataLabelingJobs(LocationName parent)

public final JobServiceClient.ListDataLabelingJobsPagedResponse listDataLabelingJobs(LocationName parent)

Lists DataLabelingJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (DataLabelingJob element : jobServiceClient.listDataLabelingJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

Name	Description
parent	`LocationName` Required. The parent of the DataLabelingJob. Format: `projects/{project}/locations/{location}`

Returns

Type	Description
JobServiceClient.ListDataLabelingJobsPagedResponse

listDataLabelingJobs(String parent)

public final JobServiceClient.ListDataLabelingJobsPagedResponse listDataLabelingJobs(String parent)

Lists DataLabelingJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (DataLabelingJob element : jobServiceClient.listDataLabelingJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

Name	Description
parent	`String` Required. The parent of the DataLabelingJob. Format: `projects/{project}/locations/{location}`

Returns

Type	Description
JobServiceClient.ListDataLabelingJobsPagedResponse

listDataLabelingJobsCallable()

public final UnaryCallable<ListDataLabelingJobsRequest,ListDataLabelingJobsResponse> listDataLabelingJobsCallable()

Lists DataLabelingJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListDataLabelingJobsRequest request =
       ListDataLabelingJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .setOrderBy("orderBy-1207110587")
           .build();
   while (true) {
     ListDataLabelingJobsResponse response =
         jobServiceClient.listDataLabelingJobsCallable().call(request);
     for (DataLabelingJob element : response.getResponsesList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

Returns

Type	Description
UnaryCallable<ListDataLabelingJobsRequest,ListDataLabelingJobsResponse>

listDataLabelingJobsPagedCallable()

public final UnaryCallable<ListDataLabelingJobsRequest,JobServiceClient.ListDataLabelingJobsPagedResponse> listDataLabelingJobsPagedCallable()

Lists DataLabelingJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListDataLabelingJobsRequest request =
       ListDataLabelingJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .setOrderBy("orderBy-1207110587")
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<ListDataLabelingJobsRequest,ListDataLabelingJobsPagedResponse>

listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request)

public final JobServiceClient.ListHyperparameterTuningJobsPagedResponse listHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest request)

Lists HyperparameterTuningJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListHyperparameterTuningJobsRequest request =
       ListHyperparameterTuningJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   for (HyperparameterTuningJob element :
       jobServiceClient.listHyperparameterTuningJobs(request).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

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

Returns

Type	Description
JobServiceClient.ListHyperparameterTuningJobsPagedResponse

listHyperparameterTuningJobs(LocationName parent)

public final JobServiceClient.ListHyperparameterTuningJobsPagedResponse listHyperparameterTuningJobs(LocationName parent)

Lists HyperparameterTuningJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (HyperparameterTuningJob element :
       jobServiceClient.listHyperparameterTuningJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

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

Returns

Type	Description
JobServiceClient.ListHyperparameterTuningJobsPagedResponse

listHyperparameterTuningJobs(String parent)

public final JobServiceClient.ListHyperparameterTuningJobsPagedResponse listHyperparameterTuningJobs(String parent)

Lists HyperparameterTuningJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (HyperparameterTuningJob element :
       jobServiceClient.listHyperparameterTuningJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

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

Returns

Type	Description
JobServiceClient.ListHyperparameterTuningJobsPagedResponse

listHyperparameterTuningJobsCallable()

public final UnaryCallable<ListHyperparameterTuningJobsRequest,ListHyperparameterTuningJobsResponse> listHyperparameterTuningJobsCallable()

Lists HyperparameterTuningJobs in a Location.

Sample code:


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

Returns

Type	Description
UnaryCallable<ListHyperparameterTuningJobsRequest,ListHyperparameterTuningJobsResponse>

listHyperparameterTuningJobsPagedCallable()

public final UnaryCallable<ListHyperparameterTuningJobsRequest,JobServiceClient.ListHyperparameterTuningJobsPagedResponse> listHyperparameterTuningJobsPagedCallable()

Lists HyperparameterTuningJobs in a Location.

Sample code:


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

Returns

Type	Description
UnaryCallable<ListHyperparameterTuningJobsRequest,ListHyperparameterTuningJobsPagedResponse>

listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request)

public final JobServiceClient.ListModelDeploymentMonitoringJobsPagedResponse listModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest request)

Lists ModelDeploymentMonitoringJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ListModelDeploymentMonitoringJobsRequest request =
       ListModelDeploymentMonitoringJobsRequest.newBuilder()
           .setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setReadMask(FieldMask.newBuilder().build())
           .build();
   for (ModelDeploymentMonitoringJob element :
       jobServiceClient.listModelDeploymentMonitoringJobs(request).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

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

Returns

Type	Description
JobServiceClient.ListModelDeploymentMonitoringJobsPagedResponse

listModelDeploymentMonitoringJobs(LocationName parent)

public final JobServiceClient.ListModelDeploymentMonitoringJobsPagedResponse listModelDeploymentMonitoringJobs(LocationName parent)

Lists ModelDeploymentMonitoringJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
   for (ModelDeploymentMonitoringJob element :
       jobServiceClient.listModelDeploymentMonitoringJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

Name	Description
parent	`LocationName` Required. The parent of the ModelDeploymentMonitoringJob. Format: `projects/{project}/locations/{location}`

Returns

Type	Description
JobServiceClient.ListModelDeploymentMonitoringJobsPagedResponse

listModelDeploymentMonitoringJobs(String parent)

public final JobServiceClient.ListModelDeploymentMonitoringJobsPagedResponse listModelDeploymentMonitoringJobs(String parent)

Lists ModelDeploymentMonitoringJobs in a Location.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
   for (ModelDeploymentMonitoringJob element :
       jobServiceClient.listModelDeploymentMonitoringJobs(parent).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

Name	Description
parent	`String` Required. The parent of the ModelDeploymentMonitoringJob. Format: `projects/{project}/locations/{location}`

Returns

Type	Description
JobServiceClient.ListModelDeploymentMonitoringJobsPagedResponse

listModelDeploymentMonitoringJobsCallable()

public final UnaryCallable<ListModelDeploymentMonitoringJobsRequest,ListModelDeploymentMonitoringJobsResponse> listModelDeploymentMonitoringJobsCallable()

Lists ModelDeploymentMonitoringJobs in a Location.

Sample code:


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

Returns

Type	Description
UnaryCallable<ListModelDeploymentMonitoringJobsRequest,ListModelDeploymentMonitoringJobsResponse>

listModelDeploymentMonitoringJobsPagedCallable()

public final UnaryCallable<ListModelDeploymentMonitoringJobsRequest,JobServiceClient.ListModelDeploymentMonitoringJobsPagedResponse> listModelDeploymentMonitoringJobsPagedCallable()

Lists ModelDeploymentMonitoringJobs in a Location.

Sample code:


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

Returns

Type	Description
UnaryCallable<ListModelDeploymentMonitoringJobsRequest,ListModelDeploymentMonitoringJobsPagedResponse>

pauseModelDeploymentMonitoringJob(ModelDeploymentMonitoringJobName name)

public final void pauseModelDeploymentMonitoringJob(ModelDeploymentMonitoringJobName name)

Pauses a ModelDeploymentMonitoringJob. If the job is running, the server makes a best effort to cancel the job. Will mark ModelDeploymentMonitoringJob.state to 'PAUSED'.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ModelDeploymentMonitoringJobName name =
       ModelDeploymentMonitoringJobName.of(
           "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]");
   jobServiceClient.pauseModelDeploymentMonitoringJob(name);
 }

Parameter

Name	Description
name	`ModelDeploymentMonitoringJobName` Required. The resource name of the ModelDeploymentMonitoringJob to pause. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`

pauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest request)

public final void pauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest request)

Pauses a ModelDeploymentMonitoringJob. If the job is running, the server makes a best effort to cancel the job. Will mark ModelDeploymentMonitoringJob.state to 'PAUSED'.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   PauseModelDeploymentMonitoringJobRequest request =
       PauseModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   jobServiceClient.pauseModelDeploymentMonitoringJob(request);
 }

Parameter

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

pauseModelDeploymentMonitoringJob(String name)

public final void pauseModelDeploymentMonitoringJob(String name)

Pauses a ModelDeploymentMonitoringJob. If the job is running, the server makes a best effort to cancel the job. Will mark ModelDeploymentMonitoringJob.state to 'PAUSED'.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       ModelDeploymentMonitoringJobName.of(
               "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
           .toString();
   jobServiceClient.pauseModelDeploymentMonitoringJob(name);
 }

Parameter

Name	Description
name	`String` Required. The resource name of the ModelDeploymentMonitoringJob to pause. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`

pauseModelDeploymentMonitoringJobCallable()

public final UnaryCallable<PauseModelDeploymentMonitoringJobRequest,Empty> pauseModelDeploymentMonitoringJobCallable()

Pauses a ModelDeploymentMonitoringJob. If the job is running, the server makes a best effort to cancel the job. Will mark ModelDeploymentMonitoringJob.state to 'PAUSED'.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   PauseModelDeploymentMonitoringJobRequest request =
       PauseModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<PauseModelDeploymentMonitoringJobRequest,Empty>

resumeModelDeploymentMonitoringJob(ModelDeploymentMonitoringJobName name)

public final void resumeModelDeploymentMonitoringJob(ModelDeploymentMonitoringJobName name)

Resumes a paused ModelDeploymentMonitoringJob. It will start to run from next scheduled time. A deleted ModelDeploymentMonitoringJob can't be resumed.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ModelDeploymentMonitoringJobName name =
       ModelDeploymentMonitoringJobName.of(
           "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]");
   jobServiceClient.resumeModelDeploymentMonitoringJob(name);
 }

Parameter

Name	Description
name	`ModelDeploymentMonitoringJobName` Required. The resource name of the ModelDeploymentMonitoringJob to resume. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`

resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request)

public final void resumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest request)

Resumes a paused ModelDeploymentMonitoringJob. It will start to run from next scheduled time. A deleted ModelDeploymentMonitoringJob can't be resumed.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ResumeModelDeploymentMonitoringJobRequest request =
       ResumeModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   jobServiceClient.resumeModelDeploymentMonitoringJob(request);
 }

Parameter

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

resumeModelDeploymentMonitoringJob(String name)

public final void resumeModelDeploymentMonitoringJob(String name)

Resumes a paused ModelDeploymentMonitoringJob. It will start to run from next scheduled time. A deleted ModelDeploymentMonitoringJob can't be resumed.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String name =
       ModelDeploymentMonitoringJobName.of(
               "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
           .toString();
   jobServiceClient.resumeModelDeploymentMonitoringJob(name);
 }

Parameter

Name	Description
name	`String` Required. The resource name of the ModelDeploymentMonitoringJob to resume. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`

resumeModelDeploymentMonitoringJobCallable()

public final UnaryCallable<ResumeModelDeploymentMonitoringJobRequest,Empty> resumeModelDeploymentMonitoringJobCallable()

Resumes a paused ModelDeploymentMonitoringJob. It will start to run from next scheduled time. A deleted ModelDeploymentMonitoringJob can't be resumed.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ResumeModelDeploymentMonitoringJobRequest request =
       ResumeModelDeploymentMonitoringJobRequest.newBuilder()
           .setName(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<ResumeModelDeploymentMonitoringJobRequest,Empty>

searchModelDeploymentMonitoringStatsAnomalies(ModelDeploymentMonitoringJobName modelDeploymentMonitoringJob, String deployedModelId)

public final JobServiceClient.SearchModelDeploymentMonitoringStatsAnomaliesPagedResponse searchModelDeploymentMonitoringStatsAnomalies(ModelDeploymentMonitoringJobName modelDeploymentMonitoringJob, String deployedModelId)

Searches Model Monitoring Statistics generated within a given time window.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ModelDeploymentMonitoringJobName modelDeploymentMonitoringJob =
       ModelDeploymentMonitoringJobName.of(
           "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]");
   String deployedModelId = "deployedModelId-1817547906";
   for (ModelMonitoringStatsAnomalies element :
       jobServiceClient
           .searchModelDeploymentMonitoringStatsAnomalies(
               modelDeploymentMonitoringJob, deployedModelId)
           .iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters

Name	Description
modelDeploymentMonitoringJob	`ModelDeploymentMonitoringJobName` Required. ModelDeploymentMonitoring Job resource name. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}
deployedModelId	`String` Required. The DeployedModel ID of the [google.cloud.aiplatform.master.ModelDeploymentMonitoringObjectiveConfig.deployed_model_id].

Returns

Type	Description
JobServiceClient.SearchModelDeploymentMonitoringStatsAnomaliesPagedResponse

searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request)

public final JobServiceClient.SearchModelDeploymentMonitoringStatsAnomaliesPagedResponse searchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest request)

Searches Model Monitoring Statistics generated within a given time window.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   SearchModelDeploymentMonitoringStatsAnomaliesRequest request =
       SearchModelDeploymentMonitoringStatsAnomaliesRequest.newBuilder()
           .setModelDeploymentMonitoringJob(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .setDeployedModelId("deployedModelId-1817547906")
           .setFeatureDisplayName("featureDisplayName-1741181545")
           .addAllObjectives(
               new ArrayList< searchmodeldeploymentmonitoringstatsanomaliesrequest="" .statsanomaliesobjective="">())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setStartTime(Timestamp.newBuilder().build())
           .setEndTime(Timestamp.newBuilder().build())
           .build();
   for (ModelMonitoringStatsAnomalies element :
       jobServiceClient.searchModelDeploymentMonitoringStatsAnomalies(request).iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameter

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

Returns

Type	Description
JobServiceClient.SearchModelDeploymentMonitoringStatsAnomaliesPagedResponse

searchModelDeploymentMonitoringStatsAnomalies(String modelDeploymentMonitoringJob, String deployedModelId)

public final JobServiceClient.SearchModelDeploymentMonitoringStatsAnomaliesPagedResponse searchModelDeploymentMonitoringStatsAnomalies(String modelDeploymentMonitoringJob, String deployedModelId)

Searches Model Monitoring Statistics generated within a given time window.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   String modelDeploymentMonitoringJob =
       ModelDeploymentMonitoringJobName.of(
               "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
           .toString();
   String deployedModelId = "deployedModelId-1817547906";
   for (ModelMonitoringStatsAnomalies element :
       jobServiceClient
           .searchModelDeploymentMonitoringStatsAnomalies(
               modelDeploymentMonitoringJob, deployedModelId)
           .iterateAll()) {
     // doThingsWith(element);
   }
 }

Parameters

Name	Description
modelDeploymentMonitoringJob	`String` Required. ModelDeploymentMonitoring Job resource name. Format: `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}
deployedModelId	`String` Required. The DeployedModel ID of the [google.cloud.aiplatform.master.ModelDeploymentMonitoringObjectiveConfig.deployed_model_id].

Returns

Type	Description
JobServiceClient.SearchModelDeploymentMonitoringStatsAnomaliesPagedResponse

searchModelDeploymentMonitoringStatsAnomaliesCallable()

public final UnaryCallable<SearchModelDeploymentMonitoringStatsAnomaliesRequest,SearchModelDeploymentMonitoringStatsAnomaliesResponse> searchModelDeploymentMonitoringStatsAnomaliesCallable()

Searches Model Monitoring Statistics generated within a given time window.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   SearchModelDeploymentMonitoringStatsAnomaliesRequest request =
       SearchModelDeploymentMonitoringStatsAnomaliesRequest.newBuilder()
           .setModelDeploymentMonitoringJob(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .setDeployedModelId("deployedModelId-1817547906")
           .setFeatureDisplayName("featureDisplayName-1741181545")
           .addAllObjectives(
               new ArrayList< searchmodeldeploymentmonitoringstatsanomaliesrequest="" .statsanomaliesobjective="">())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setStartTime(Timestamp.newBuilder().build())
           .setEndTime(Timestamp.newBuilder().build())
           .build();
   while (true) {
     SearchModelDeploymentMonitoringStatsAnomaliesResponse response =
         jobServiceClient.searchModelDeploymentMonitoringStatsAnomaliesCallable().call(request);
     for (ModelMonitoringStatsAnomalies element : response.getResponsesList()) {
       // doThingsWith(element);
     }
     String nextPageToken = response.getNextPageToken();
     if (!Strings.isNullOrEmpty(nextPageToken)) {
       request = request.toBuilder().setPageToken(nextPageToken).build();
     } else {
       break;
     }
   }
 }

Returns

Type	Description
UnaryCallable<SearchModelDeploymentMonitoringStatsAnomaliesRequest,SearchModelDeploymentMonitoringStatsAnomaliesResponse>

searchModelDeploymentMonitoringStatsAnomaliesPagedCallable()

public final UnaryCallable<SearchModelDeploymentMonitoringStatsAnomaliesRequest,JobServiceClient.SearchModelDeploymentMonitoringStatsAnomaliesPagedResponse> searchModelDeploymentMonitoringStatsAnomaliesPagedCallable()

Searches Model Monitoring Statistics generated within a given time window.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   SearchModelDeploymentMonitoringStatsAnomaliesRequest request =
       SearchModelDeploymentMonitoringStatsAnomaliesRequest.newBuilder()
           .setModelDeploymentMonitoringJob(
               ModelDeploymentMonitoringJobName.of(
                       "[PROJECT]", "[LOCATION]", "[MODEL_DEPLOYMENT_MONITORING_JOB]")
                   .toString())
           .setDeployedModelId("deployedModelId-1817547906")
           .setFeatureDisplayName("featureDisplayName-1741181545")
           .addAllObjectives(
               new ArrayList< searchmodeldeploymentmonitoringstatsanomaliesrequest="" .statsanomaliesobjective="">())
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .setStartTime(Timestamp.newBuilder().build())
           .setEndTime(Timestamp.newBuilder().build())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<SearchModelDeploymentMonitoringStatsAnomaliesRequest,SearchModelDeploymentMonitoringStatsAnomaliesPagedResponse>

shutdown()

public void shutdown()

shutdownNow()

public void shutdownNow()

updateModelDeploymentMonitoringJobAsync(ModelDeploymentMonitoringJob modelDeploymentMonitoringJob, FieldMask updateMask)

public final OperationFuture<ModelDeploymentMonitoringJob,UpdateModelDeploymentMonitoringJobOperationMetadata> updateModelDeploymentMonitoringJobAsync(ModelDeploymentMonitoringJob modelDeploymentMonitoringJob, FieldMask updateMask)

Updates a ModelDeploymentMonitoringJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   ModelDeploymentMonitoringJob modelDeploymentMonitoringJob =
       ModelDeploymentMonitoringJob.newBuilder().build();
   FieldMask updateMask = FieldMask.newBuilder().build();
   ModelDeploymentMonitoringJob response =
       jobServiceClient
           .updateModelDeploymentMonitoringJobAsync(modelDeploymentMonitoringJob, updateMask)
           .get();
 }

Parameters

Name Description

modelDeploymentMonitoringJob

ModelDeploymentMonitoringJob

Required. The model monitoring configuration which replaces the resource on the server.

updateMask

FieldMask

Required. The update mask is used to specify the fields to be overwritten in the ModelDeploymentMonitoringJob resource by the update. The fields specified in the update_mask are relative to the resource, not the full request. A field will be overwritten if it is in the mask. If the user does not provide a mask then only the non-empty fields present in the request will be overwritten. Set the update_mask to * to override all fields. For the objective config, the user can either provide the update mask for model_deployment_monitoring_objective_configs or any combination of its nested fields, such as: model_deployment_monitoring_objective_configs.objective_config.training_dataset.

Updatable fields:

* display_name * model_deployment_monitoring_schedule_config * model_monitoring_alert_config * logging_sampling_strategy * labels * log_ttl * enable_monitoring_pipeline_logs . and * model_deployment_monitoring_objective_configs . or * model_deployment_monitoring_objective_configs.objective_config.training_dataset * model_deployment_monitoring_objective_configs.objective_config.training_prediction_skew_detection_config * model_deployment_monitoring_objective_configs.objective_config.prediction_drift_detection_config

Returns

Type	Description
OperationFuture<ModelDeploymentMonitoringJob,UpdateModelDeploymentMonitoringJobOperationMetadata>

updateModelDeploymentMonitoringJobAsync(UpdateModelDeploymentMonitoringJobRequest request)

public final OperationFuture<ModelDeploymentMonitoringJob,UpdateModelDeploymentMonitoringJobOperationMetadata> updateModelDeploymentMonitoringJobAsync(UpdateModelDeploymentMonitoringJobRequest request)

Updates a ModelDeploymentMonitoringJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   UpdateModelDeploymentMonitoringJobRequest request =
       UpdateModelDeploymentMonitoringJobRequest.newBuilder()
           .setModelDeploymentMonitoringJob(ModelDeploymentMonitoringJob.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   ModelDeploymentMonitoringJob response =
       jobServiceClient.updateModelDeploymentMonitoringJobAsync(request).get();
 }

Parameter

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

Returns

Type	Description
OperationFuture<ModelDeploymentMonitoringJob,UpdateModelDeploymentMonitoringJobOperationMetadata>

updateModelDeploymentMonitoringJobCallable()

public final UnaryCallable<UpdateModelDeploymentMonitoringJobRequest,Operation> updateModelDeploymentMonitoringJobCallable()

Updates a ModelDeploymentMonitoringJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   UpdateModelDeploymentMonitoringJobRequest request =
       UpdateModelDeploymentMonitoringJobRequest.newBuilder()
           .setModelDeploymentMonitoringJob(ModelDeploymentMonitoringJob.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   ApiFuture

Returns

Type	Description
UnaryCallable<UpdateModelDeploymentMonitoringJobRequest,Operation>

updateModelDeploymentMonitoringJobOperationCallable()

public final OperationCallable<UpdateModelDeploymentMonitoringJobRequest,ModelDeploymentMonitoringJob,UpdateModelDeploymentMonitoringJobOperationMetadata> updateModelDeploymentMonitoringJobOperationCallable()

Updates a ModelDeploymentMonitoringJob.

Sample code:


 try (JobServiceClient jobServiceClient = JobServiceClient.create()) {
   UpdateModelDeploymentMonitoringJobRequest request =
       UpdateModelDeploymentMonitoringJobRequest.newBuilder()
           .setModelDeploymentMonitoringJob(ModelDeploymentMonitoringJob.newBuilder().build())
           .setUpdateMask(FieldMask.newBuilder().build())
           .build();
   OperationFuture< modeldeploymentmonitoringjob,="" updatemodeldeploymentmonitoringjoboperationmetadata="">
       future =
           jobServiceClient
               .updateModelDeploymentMonitoringJobOperationCallable()
               .futureCall(request);
   // Do something.
   ModelDeploymentMonitoringJob response = future.get();
 }

Returns

Type	Description
OperationCallable<UpdateModelDeploymentMonitoringJobRequest,ModelDeploymentMonitoringJob,UpdateModelDeploymentMonitoringJobOperationMetadata>