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GitHub Repository | Product Reference | REST Documentation | RPC Documentation |
Service Description: A service for creating and managing GenAI Tuning 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:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
TuningJob tuningJob = TuningJob.newBuilder().build();
TuningJob response = genAiTuningServiceClient.createTuningJob(parent, tuningJob);
}
Note: close() needs to be called on the GenAiTuningServiceClient object to clean up resources such as threads. In the example above, try-with-resources is used, which automatically calls close().
Method | Description | Method Variants |
---|---|---|
CreateTuningJob |
Creates a TuningJob. A created TuningJob right away will be attempted to be run. |
Request object method variants only take one parameter, a request object, which must be constructed before the call.
"Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.
Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
|
GetTuningJob |
Gets a TuningJob. |
Request object method variants only take one parameter, a request object, which must be constructed before the call.
"Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.
Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
|
ListTuningJobs |
Lists TuningJobs in a Location. |
Request object method variants only take one parameter, a request object, which must be constructed before the call.
"Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.
Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
|
CancelTuningJob |
Cancels a TuningJob. Starts asynchronous cancellation on the TuningJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use GenAiTuningService.GetTuningJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the TuningJob is not deleted; instead it becomes a job with a TuningJob.error value with a google.rpc.Status.code of 1, corresponding to |
Request object method variants only take one parameter, a request object, which must be constructed before the call.
"Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method.
Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
|
RebaseTunedModel |
Rebase a TunedModel. Creates a LongRunningOperation that takes a legacy Tuned GenAI model Reference and creates a TuningJob based on newly available model. |
Request object method variants only take one parameter, a request object, which must be constructed before the call.
Methods that return long-running operations have "Async" method variants that return
Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
|
ListLocations |
Lists information about the supported locations for this service. |
Request object method variants only take one parameter, a request object, which must be constructed before the call.
Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
|
GetLocation |
Gets information about a location. |
Request object method variants only take one parameter, a request object, which must be constructed before the call.
Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
|
SetIamPolicy |
Sets the access control policy on the specified resource. Replacesany existing policy. Can return |
Request object method variants only take one parameter, a request object, which must be constructed before the call.
Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
|
GetIamPolicy |
Gets the access control policy for a resource. Returns an empty policyif the resource exists and does not have a policy set. |
Request object method variants only take one parameter, a request object, which must be constructed before the call.
Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service.
|
TestIamPermissions |
Returns permissions that a caller has on the specified resource. If theresource does not exist, this will return an empty set ofpermissions, not a Note: This operation is designed to be used for buildingpermission-aware UIs and command-line tools, not for authorizationchecking. This operation may "fail open" without warning. |
Request object method variants only take one parameter, a request object, which must be constructed before the call.
Callable method variants take no parameters and return 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 GenAiTuningServiceSettings to create(). For example:
To customize credentials:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
GenAiTuningServiceSettings genAiTuningServiceSettings =
GenAiTuningServiceSettings.newBuilder()
.setCredentialsProvider(FixedCredentialsProvider.create(myCredentials))
.build();
GenAiTuningServiceClient genAiTuningServiceClient =
GenAiTuningServiceClient.create(genAiTuningServiceSettings);
To customize the endpoint:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
GenAiTuningServiceSettings genAiTuningServiceSettings =
GenAiTuningServiceSettings.newBuilder().setEndpoint(myEndpoint).build();
GenAiTuningServiceClient genAiTuningServiceClient =
GenAiTuningServiceClient.create(genAiTuningServiceSettings);
Please refer to the GitHub repository's samples for more quickstart code snippets.
Static Methods
create()
public static final GenAiTuningServiceClient create()
Constructs an instance of GenAiTuningServiceClient with default settings.
Returns | |
---|---|
Type | Description |
GenAiTuningServiceClient |
Exceptions | |
---|---|
Type | Description |
IOException |
create(GenAiTuningServiceSettings settings)
public static final GenAiTuningServiceClient create(GenAiTuningServiceSettings settings)
Constructs an instance of GenAiTuningServiceClient, 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 |
GenAiTuningServiceSettings |
Returns | |
---|---|
Type | Description |
GenAiTuningServiceClient |
Exceptions | |
---|---|
Type | Description |
IOException |
create(GenAiTuningServiceStub stub)
public static final GenAiTuningServiceClient create(GenAiTuningServiceStub stub)
Constructs an instance of GenAiTuningServiceClient, using the given stub for making calls. This is for advanced usage - prefer using create(GenAiTuningServiceSettings).
Parameter | |
---|---|
Name | Description |
stub |
GenAiTuningServiceStub |
Returns | |
---|---|
Type | Description |
GenAiTuningServiceClient |
Constructors
GenAiTuningServiceClient(GenAiTuningServiceSettings settings)
protected GenAiTuningServiceClient(GenAiTuningServiceSettings settings)
Constructs an instance of GenAiTuningServiceClient, 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 |
GenAiTuningServiceSettings |
GenAiTuningServiceClient(GenAiTuningServiceStub stub)
protected GenAiTuningServiceClient(GenAiTuningServiceStub stub)
Parameter | |
---|---|
Name | Description |
stub |
GenAiTuningServiceStub |
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 |
cancelTuningJob(CancelTuningJobRequest request)
public final void cancelTuningJob(CancelTuningJobRequest request)
Cancels a TuningJob. Starts asynchronous cancellation on the TuningJob. The server makes a best
effort to cancel the job, but success is not guaranteed. Clients can use
GenAiTuningService.GetTuningJob
or other methods to check whether the cancellation succeeded or whether the job completed
despite cancellation. On successful cancellation, the TuningJob is not deleted; instead it
becomes a job with a TuningJob.error value
with a google.rpc.Status.code of 1, corresponding to
Code.CANCELLED
, and TuningJob.state is set
to CANCELLED
.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
CancelTuningJobRequest request =
CancelTuningJobRequest.newBuilder()
.setName(TuningJobName.of("[PROJECT]", "[LOCATION]", "[TUNING_JOB]").toString())
.build();
genAiTuningServiceClient.cancelTuningJob(request);
}
Parameter | |
---|---|
Name | Description |
request |
CancelTuningJobRequest The request object containing all of the parameters for the API call. |
cancelTuningJob(TuningJobName name)
public final void cancelTuningJob(TuningJobName name)
Cancels a TuningJob. Starts asynchronous cancellation on the TuningJob. The server makes a best
effort to cancel the job, but success is not guaranteed. Clients can use
GenAiTuningService.GetTuningJob
or other methods to check whether the cancellation succeeded or whether the job completed
despite cancellation. On successful cancellation, the TuningJob is not deleted; instead it
becomes a job with a TuningJob.error value
with a google.rpc.Status.code of 1, corresponding to
Code.CANCELLED
, and TuningJob.state is set
to CANCELLED
.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
TuningJobName name = TuningJobName.of("[PROJECT]", "[LOCATION]", "[TUNING_JOB]");
genAiTuningServiceClient.cancelTuningJob(name);
}
Parameter | |
---|---|
Name | Description |
name |
TuningJobName Required. The name of the TuningJob to cancel. Format:
|
cancelTuningJob(String name)
public final void cancelTuningJob(String name)
Cancels a TuningJob. Starts asynchronous cancellation on the TuningJob. The server makes a best
effort to cancel the job, but success is not guaranteed. Clients can use
GenAiTuningService.GetTuningJob
or other methods to check whether the cancellation succeeded or whether the job completed
despite cancellation. On successful cancellation, the TuningJob is not deleted; instead it
becomes a job with a TuningJob.error value
with a google.rpc.Status.code of 1, corresponding to
Code.CANCELLED
, and TuningJob.state is set
to CANCELLED
.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
String name = TuningJobName.of("[PROJECT]", "[LOCATION]", "[TUNING_JOB]").toString();
genAiTuningServiceClient.cancelTuningJob(name);
}
Parameter | |
---|---|
Name | Description |
name |
String Required. The name of the TuningJob to cancel. Format:
|
cancelTuningJobCallable()
public final UnaryCallable<CancelTuningJobRequest,Empty> cancelTuningJobCallable()
Cancels a TuningJob. Starts asynchronous cancellation on the TuningJob. The server makes a best
effort to cancel the job, but success is not guaranteed. Clients can use
GenAiTuningService.GetTuningJob
or other methods to check whether the cancellation succeeded or whether the job completed
despite cancellation. On successful cancellation, the TuningJob is not deleted; instead it
becomes a job with a TuningJob.error value
with a google.rpc.Status.code of 1, corresponding to
Code.CANCELLED
, and TuningJob.state is set
to CANCELLED
.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
CancelTuningJobRequest request =
CancelTuningJobRequest.newBuilder()
.setName(TuningJobName.of("[PROJECT]", "[LOCATION]", "[TUNING_JOB]").toString())
.build();
ApiFuture<Empty> future =
genAiTuningServiceClient.cancelTuningJobCallable().futureCall(request);
// Do something.
future.get();
}
Returns | |
---|---|
Type | Description |
UnaryCallable<CancelTuningJobRequest,Empty> |
close()
public final void close()
createTuningJob(CreateTuningJobRequest request)
public final TuningJob createTuningJob(CreateTuningJobRequest request)
Creates a TuningJob. A created TuningJob right away will be attempted to be run.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
CreateTuningJobRequest request =
CreateTuningJobRequest.newBuilder()
.setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
.setTuningJob(TuningJob.newBuilder().build())
.build();
TuningJob response = genAiTuningServiceClient.createTuningJob(request);
}
Parameter | |
---|---|
Name | Description |
request |
CreateTuningJobRequest The request object containing all of the parameters for the API call. |
Returns | |
---|---|
Type | Description |
TuningJob |
createTuningJob(LocationName parent, TuningJob tuningJob)
public final TuningJob createTuningJob(LocationName parent, TuningJob tuningJob)
Creates a TuningJob. A created TuningJob right away will be attempted to be run.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
TuningJob tuningJob = TuningJob.newBuilder().build();
TuningJob response = genAiTuningServiceClient.createTuningJob(parent, tuningJob);
}
Parameters | |
---|---|
Name | Description |
parent |
LocationName Required. The resource name of the Location to create the TuningJob in. Format:
|
tuningJob |
TuningJob Required. The TuningJob to create. |
Returns | |
---|---|
Type | Description |
TuningJob |
createTuningJob(String parent, TuningJob tuningJob)
public final TuningJob createTuningJob(String parent, TuningJob tuningJob)
Creates a TuningJob. A created TuningJob right away will be attempted to be run.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
TuningJob tuningJob = TuningJob.newBuilder().build();
TuningJob response = genAiTuningServiceClient.createTuningJob(parent, tuningJob);
}
Parameters | |
---|---|
Name | Description |
parent |
String Required. The resource name of the Location to create the TuningJob in. Format:
|
tuningJob |
TuningJob Required. The TuningJob to create. |
Returns | |
---|---|
Type | Description |
TuningJob |
createTuningJobCallable()
public final UnaryCallable<CreateTuningJobRequest,TuningJob> createTuningJobCallable()
Creates a TuningJob. A created TuningJob right away will be attempted to be run.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
CreateTuningJobRequest request =
CreateTuningJobRequest.newBuilder()
.setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
.setTuningJob(TuningJob.newBuilder().build())
.build();
ApiFuture<TuningJob> future =
genAiTuningServiceClient.createTuningJobCallable().futureCall(request);
// Do something.
TuningJob response = future.get();
}
Returns | |
---|---|
Type | Description |
UnaryCallable<CreateTuningJobRequest,TuningJob> |
getIamPolicy(GetIamPolicyRequest request)
public final Policy getIamPolicy(GetIamPolicyRequest request)
Gets the access control policy for a resource. Returns an empty policyif the resource exists and does not have a policy set.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
GetIamPolicyRequest request =
GetIamPolicyRequest.newBuilder()
.setResource(
EndpointName.ofProjectLocationEndpointName(
"[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.setOptions(GetPolicyOptions.newBuilder().build())
.build();
Policy response = genAiTuningServiceClient.getIamPolicy(request);
}
Parameter | |
---|---|
Name | Description |
request |
com.google.iam.v1.GetIamPolicyRequest The request object containing all of the parameters for the API call. |
Returns | |
---|---|
Type | Description |
com.google.iam.v1.Policy |
getIamPolicyCallable()
public final UnaryCallable<GetIamPolicyRequest,Policy> getIamPolicyCallable()
Gets the access control policy for a resource. Returns an empty policyif the resource exists and does not have a policy set.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
GetIamPolicyRequest request =
GetIamPolicyRequest.newBuilder()
.setResource(
EndpointName.ofProjectLocationEndpointName(
"[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.setOptions(GetPolicyOptions.newBuilder().build())
.build();
ApiFuture<Policy> future =
genAiTuningServiceClient.getIamPolicyCallable().futureCall(request);
// Do something.
Policy response = future.get();
}
Returns | |
---|---|
Type | Description |
UnaryCallable<com.google.iam.v1.GetIamPolicyRequest,com.google.iam.v1.Policy> |
getLocation(GetLocationRequest request)
public final Location getLocation(GetLocationRequest request)
Gets information about a location.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
GetLocationRequest request = GetLocationRequest.newBuilder().setName("name3373707").build();
Location response = genAiTuningServiceClient.getLocation(request);
}
Parameter | |
---|---|
Name | Description |
request |
com.google.cloud.location.GetLocationRequest The request object containing all of the parameters for the API call. |
Returns | |
---|---|
Type | Description |
com.google.cloud.location.Location |
getLocationCallable()
public final UnaryCallable<GetLocationRequest,Location> getLocationCallable()
Gets information about a location.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
GetLocationRequest request = GetLocationRequest.newBuilder().setName("name3373707").build();
ApiFuture<Location> future =
genAiTuningServiceClient.getLocationCallable().futureCall(request);
// Do something.
Location response = future.get();
}
Returns | |
---|---|
Type | Description |
UnaryCallable<com.google.cloud.location.GetLocationRequest,com.google.cloud.location.Location> |
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 GenAiTuningServiceSettings getSettings()
Returns | |
---|---|
Type | Description |
GenAiTuningServiceSettings |
getStub()
public GenAiTuningServiceStub getStub()
Returns | |
---|---|
Type | Description |
GenAiTuningServiceStub |
getTuningJob(GetTuningJobRequest request)
public final TuningJob getTuningJob(GetTuningJobRequest request)
Gets a TuningJob.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
GetTuningJobRequest request =
GetTuningJobRequest.newBuilder()
.setName(TuningJobName.of("[PROJECT]", "[LOCATION]", "[TUNING_JOB]").toString())
.build();
TuningJob response = genAiTuningServiceClient.getTuningJob(request);
}
Parameter | |
---|---|
Name | Description |
request |
GetTuningJobRequest The request object containing all of the parameters for the API call. |
Returns | |
---|---|
Type | Description |
TuningJob |
getTuningJob(TuningJobName name)
public final TuningJob getTuningJob(TuningJobName name)
Gets a TuningJob.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
TuningJobName name = TuningJobName.of("[PROJECT]", "[LOCATION]", "[TUNING_JOB]");
TuningJob response = genAiTuningServiceClient.getTuningJob(name);
}
Parameter | |
---|---|
Name | Description |
name |
TuningJobName Required. The name of the TuningJob resource. Format:
|
Returns | |
---|---|
Type | Description |
TuningJob |
getTuningJob(String name)
public final TuningJob getTuningJob(String name)
Gets a TuningJob.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
String name = TuningJobName.of("[PROJECT]", "[LOCATION]", "[TUNING_JOB]").toString();
TuningJob response = genAiTuningServiceClient.getTuningJob(name);
}
Parameter | |
---|---|
Name | Description |
name |
String Required. The name of the TuningJob resource. Format:
|
Returns | |
---|---|
Type | Description |
TuningJob |
getTuningJobCallable()
public final UnaryCallable<GetTuningJobRequest,TuningJob> getTuningJobCallable()
Gets a TuningJob.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
GetTuningJobRequest request =
GetTuningJobRequest.newBuilder()
.setName(TuningJobName.of("[PROJECT]", "[LOCATION]", "[TUNING_JOB]").toString())
.build();
ApiFuture<TuningJob> future =
genAiTuningServiceClient.getTuningJobCallable().futureCall(request);
// Do something.
TuningJob response = future.get();
}
Returns | |
---|---|
Type | Description |
UnaryCallable<GetTuningJobRequest,TuningJob> |
isShutdown()
public boolean isShutdown()
Returns | |
---|---|
Type | Description |
boolean |
isTerminated()
public boolean isTerminated()
Returns | |
---|---|
Type | Description |
boolean |
listLocations(ListLocationsRequest request)
public final GenAiTuningServiceClient.ListLocationsPagedResponse listLocations(ListLocationsRequest request)
Lists information about the supported locations for this service.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
ListLocationsRequest request =
ListLocationsRequest.newBuilder()
.setName("name3373707")
.setFilter("filter-1274492040")
.setPageSize(883849137)
.setPageToken("pageToken873572522")
.build();
for (Location element : genAiTuningServiceClient.listLocations(request).iterateAll()) {
// doThingsWith(element);
}
}
Parameter | |
---|---|
Name | Description |
request |
com.google.cloud.location.ListLocationsRequest The request object containing all of the parameters for the API call. |
Returns | |
---|---|
Type | Description |
GenAiTuningServiceClient.ListLocationsPagedResponse |
listLocationsCallable()
public final UnaryCallable<ListLocationsRequest,ListLocationsResponse> listLocationsCallable()
Lists information about the supported locations for this service.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
ListLocationsRequest request =
ListLocationsRequest.newBuilder()
.setName("name3373707")
.setFilter("filter-1274492040")
.setPageSize(883849137)
.setPageToken("pageToken873572522")
.build();
while (true) {
ListLocationsResponse response =
genAiTuningServiceClient.listLocationsCallable().call(request);
for (Location element : response.getLocationsList()) {
// doThingsWith(element);
}
String nextPageToken = response.getNextPageToken();
if (!Strings.isNullOrEmpty(nextPageToken)) {
request = request.toBuilder().setPageToken(nextPageToken).build();
} else {
break;
}
}
}
Returns | |
---|---|
Type | Description |
UnaryCallable<com.google.cloud.location.ListLocationsRequest,com.google.cloud.location.ListLocationsResponse> |
listLocationsPagedCallable()
public final UnaryCallable<ListLocationsRequest,GenAiTuningServiceClient.ListLocationsPagedResponse> listLocationsPagedCallable()
Lists information about the supported locations for this service.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
ListLocationsRequest request =
ListLocationsRequest.newBuilder()
.setName("name3373707")
.setFilter("filter-1274492040")
.setPageSize(883849137)
.setPageToken("pageToken873572522")
.build();
ApiFuture<Location> future =
genAiTuningServiceClient.listLocationsPagedCallable().futureCall(request);
// Do something.
for (Location element : future.get().iterateAll()) {
// doThingsWith(element);
}
}
Returns | |
---|---|
Type | Description |
UnaryCallable<com.google.cloud.location.ListLocationsRequest,ListLocationsPagedResponse> |
listTuningJobs(ListTuningJobsRequest request)
public final GenAiTuningServiceClient.ListTuningJobsPagedResponse listTuningJobs(ListTuningJobsRequest request)
Lists TuningJobs in a Location.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
ListTuningJobsRequest request =
ListTuningJobsRequest.newBuilder()
.setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
.setFilter("filter-1274492040")
.setPageSize(883849137)
.setPageToken("pageToken873572522")
.build();
for (TuningJob element : genAiTuningServiceClient.listTuningJobs(request).iterateAll()) {
// doThingsWith(element);
}
}
Parameter | |
---|---|
Name | Description |
request |
ListTuningJobsRequest The request object containing all of the parameters for the API call. |
Returns | |
---|---|
Type | Description |
GenAiTuningServiceClient.ListTuningJobsPagedResponse |
listTuningJobs(LocationName parent)
public final GenAiTuningServiceClient.ListTuningJobsPagedResponse listTuningJobs(LocationName parent)
Lists TuningJobs in a Location.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
for (TuningJob element : genAiTuningServiceClient.listTuningJobs(parent).iterateAll()) {
// doThingsWith(element);
}
}
Parameter | |
---|---|
Name | Description |
parent |
LocationName Required. The resource name of the Location to list the TuningJobs from. Format:
|
Returns | |
---|---|
Type | Description |
GenAiTuningServiceClient.ListTuningJobsPagedResponse |
listTuningJobs(String parent)
public final GenAiTuningServiceClient.ListTuningJobsPagedResponse listTuningJobs(String parent)
Lists TuningJobs in a Location.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
for (TuningJob element : genAiTuningServiceClient.listTuningJobs(parent).iterateAll()) {
// doThingsWith(element);
}
}
Parameter | |
---|---|
Name | Description |
parent |
String Required. The resource name of the Location to list the TuningJobs from. Format:
|
Returns | |
---|---|
Type | Description |
GenAiTuningServiceClient.ListTuningJobsPagedResponse |
listTuningJobsCallable()
public final UnaryCallable<ListTuningJobsRequest,ListTuningJobsResponse> listTuningJobsCallable()
Lists TuningJobs in a Location.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
ListTuningJobsRequest request =
ListTuningJobsRequest.newBuilder()
.setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
.setFilter("filter-1274492040")
.setPageSize(883849137)
.setPageToken("pageToken873572522")
.build();
while (true) {
ListTuningJobsResponse response =
genAiTuningServiceClient.listTuningJobsCallable().call(request);
for (TuningJob element : response.getTuningJobsList()) {
// doThingsWith(element);
}
String nextPageToken = response.getNextPageToken();
if (!Strings.isNullOrEmpty(nextPageToken)) {
request = request.toBuilder().setPageToken(nextPageToken).build();
} else {
break;
}
}
}
Returns | |
---|---|
Type | Description |
UnaryCallable<ListTuningJobsRequest,ListTuningJobsResponse> |
listTuningJobsPagedCallable()
public final UnaryCallable<ListTuningJobsRequest,GenAiTuningServiceClient.ListTuningJobsPagedResponse> listTuningJobsPagedCallable()
Lists TuningJobs in a Location.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
ListTuningJobsRequest request =
ListTuningJobsRequest.newBuilder()
.setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
.setFilter("filter-1274492040")
.setPageSize(883849137)
.setPageToken("pageToken873572522")
.build();
ApiFuture<TuningJob> future =
genAiTuningServiceClient.listTuningJobsPagedCallable().futureCall(request);
// Do something.
for (TuningJob element : future.get().iterateAll()) {
// doThingsWith(element);
}
}
Returns | |
---|---|
Type | Description |
UnaryCallable<ListTuningJobsRequest,ListTuningJobsPagedResponse> |
rebaseTunedModelAsync(LocationName parent, TunedModelRef tunedModelRef)
public final OperationFuture<TuningJob,RebaseTunedModelOperationMetadata> rebaseTunedModelAsync(LocationName parent, TunedModelRef tunedModelRef)
Rebase a TunedModel. Creates a LongRunningOperation that takes a legacy Tuned GenAI model Reference and creates a TuningJob based on newly available model.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
TunedModelRef tunedModelRef = TunedModelRef.newBuilder().build();
TuningJob response =
genAiTuningServiceClient.rebaseTunedModelAsync(parent, tunedModelRef).get();
}
Parameters | |
---|---|
Name | Description |
parent |
LocationName Required. The resource name of the Location into which to rebase the Model.
Format: |
tunedModelRef |
TunedModelRef Required. TunedModel reference to retrieve the legacy model information. |
Returns | |
---|---|
Type | Description |
OperationFuture<TuningJob,RebaseTunedModelOperationMetadata> |
rebaseTunedModelAsync(RebaseTunedModelRequest request)
public final OperationFuture<TuningJob,RebaseTunedModelOperationMetadata> rebaseTunedModelAsync(RebaseTunedModelRequest request)
Rebase a TunedModel. Creates a LongRunningOperation that takes a legacy Tuned GenAI model Reference and creates a TuningJob based on newly available model.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
RebaseTunedModelRequest request =
RebaseTunedModelRequest.newBuilder()
.setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
.setTunedModelRef(TunedModelRef.newBuilder().build())
.setTuningJob(TuningJob.newBuilder().build())
.setArtifactDestination(GcsDestination.newBuilder().build())
.setDeployToSameEndpoint(true)
.build();
TuningJob response = genAiTuningServiceClient.rebaseTunedModelAsync(request).get();
}
Parameter | |
---|---|
Name | Description |
request |
RebaseTunedModelRequest The request object containing all of the parameters for the API call. |
Returns | |
---|---|
Type | Description |
OperationFuture<TuningJob,RebaseTunedModelOperationMetadata> |
rebaseTunedModelAsync(String parent, TunedModelRef tunedModelRef)
public final OperationFuture<TuningJob,RebaseTunedModelOperationMetadata> rebaseTunedModelAsync(String parent, TunedModelRef tunedModelRef)
Rebase a TunedModel. Creates a LongRunningOperation that takes a legacy Tuned GenAI model Reference and creates a TuningJob based on newly available model.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
String parent = LocationName.of("[PROJECT]", "[LOCATION]").toString();
TunedModelRef tunedModelRef = TunedModelRef.newBuilder().build();
TuningJob response =
genAiTuningServiceClient.rebaseTunedModelAsync(parent, tunedModelRef).get();
}
Parameters | |
---|---|
Name | Description |
parent |
String Required. The resource name of the Location into which to rebase the Model.
Format: |
tunedModelRef |
TunedModelRef Required. TunedModel reference to retrieve the legacy model information. |
Returns | |
---|---|
Type | Description |
OperationFuture<TuningJob,RebaseTunedModelOperationMetadata> |
rebaseTunedModelCallable()
public final UnaryCallable<RebaseTunedModelRequest,Operation> rebaseTunedModelCallable()
Rebase a TunedModel. Creates a LongRunningOperation that takes a legacy Tuned GenAI model Reference and creates a TuningJob based on newly available model.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
RebaseTunedModelRequest request =
RebaseTunedModelRequest.newBuilder()
.setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
.setTunedModelRef(TunedModelRef.newBuilder().build())
.setTuningJob(TuningJob.newBuilder().build())
.setArtifactDestination(GcsDestination.newBuilder().build())
.setDeployToSameEndpoint(true)
.build();
ApiFuture<Operation> future =
genAiTuningServiceClient.rebaseTunedModelCallable().futureCall(request);
// Do something.
Operation response = future.get();
}
Returns | |
---|---|
Type | Description |
UnaryCallable<RebaseTunedModelRequest,Operation> |
rebaseTunedModelOperationCallable()
public final OperationCallable<RebaseTunedModelRequest,TuningJob,RebaseTunedModelOperationMetadata> rebaseTunedModelOperationCallable()
Rebase a TunedModel. Creates a LongRunningOperation that takes a legacy Tuned GenAI model Reference and creates a TuningJob based on newly available model.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
RebaseTunedModelRequest request =
RebaseTunedModelRequest.newBuilder()
.setParent(LocationName.of("[PROJECT]", "[LOCATION]").toString())
.setTunedModelRef(TunedModelRef.newBuilder().build())
.setTuningJob(TuningJob.newBuilder().build())
.setArtifactDestination(GcsDestination.newBuilder().build())
.setDeployToSameEndpoint(true)
.build();
OperationFuture<TuningJob, RebaseTunedModelOperationMetadata> future =
genAiTuningServiceClient.rebaseTunedModelOperationCallable().futureCall(request);
// Do something.
TuningJob response = future.get();
}
Returns | |
---|---|
Type | Description |
OperationCallable<RebaseTunedModelRequest,TuningJob,RebaseTunedModelOperationMetadata> |
setIamPolicy(SetIamPolicyRequest request)
public final Policy setIamPolicy(SetIamPolicyRequest request)
Sets the access control policy on the specified resource. Replacesany existing policy.
Can return NOT_FOUND
, INVALID_ARGUMENT
, and PERMISSION_DENIED
errors.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
SetIamPolicyRequest request =
SetIamPolicyRequest.newBuilder()
.setResource(
EndpointName.ofProjectLocationEndpointName(
"[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.setPolicy(Policy.newBuilder().build())
.setUpdateMask(FieldMask.newBuilder().build())
.build();
Policy response = genAiTuningServiceClient.setIamPolicy(request);
}
Parameter | |
---|---|
Name | Description |
request |
com.google.iam.v1.SetIamPolicyRequest The request object containing all of the parameters for the API call. |
Returns | |
---|---|
Type | Description |
com.google.iam.v1.Policy |
setIamPolicyCallable()
public final UnaryCallable<SetIamPolicyRequest,Policy> setIamPolicyCallable()
Sets the access control policy on the specified resource. Replacesany existing policy.
Can return NOT_FOUND
, INVALID_ARGUMENT
, and PERMISSION_DENIED
errors.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
SetIamPolicyRequest request =
SetIamPolicyRequest.newBuilder()
.setResource(
EndpointName.ofProjectLocationEndpointName(
"[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.setPolicy(Policy.newBuilder().build())
.setUpdateMask(FieldMask.newBuilder().build())
.build();
ApiFuture<Policy> future =
genAiTuningServiceClient.setIamPolicyCallable().futureCall(request);
// Do something.
Policy response = future.get();
}
Returns | |
---|---|
Type | Description |
UnaryCallable<com.google.iam.v1.SetIamPolicyRequest,com.google.iam.v1.Policy> |
shutdown()
public void shutdown()
shutdownNow()
public void shutdownNow()
testIamPermissions(TestIamPermissionsRequest request)
public final TestIamPermissionsResponse testIamPermissions(TestIamPermissionsRequest request)
Returns permissions that a caller has on the specified resource. If theresource does not exist,
this will return an empty set ofpermissions, not a NOT_FOUND
error.
Note: This operation is designed to be used for buildingpermission-aware UIs and command-line tools, not for authorizationchecking. This operation may "fail open" without warning.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
TestIamPermissionsRequest request =
TestIamPermissionsRequest.newBuilder()
.setResource(
EndpointName.ofProjectLocationEndpointName(
"[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.addAllPermissions(new ArrayList<String>())
.build();
TestIamPermissionsResponse response = genAiTuningServiceClient.testIamPermissions(request);
}
Parameter | |
---|---|
Name | Description |
request |
com.google.iam.v1.TestIamPermissionsRequest The request object containing all of the parameters for the API call. |
Returns | |
---|---|
Type | Description |
com.google.iam.v1.TestIamPermissionsResponse |
testIamPermissionsCallable()
public final UnaryCallable<TestIamPermissionsRequest,TestIamPermissionsResponse> testIamPermissionsCallable()
Returns permissions that a caller has on the specified resource. If theresource does not exist,
this will return an empty set ofpermissions, not a NOT_FOUND
error.
Note: This operation is designed to be used for buildingpermission-aware UIs and command-line tools, not for authorizationchecking. This operation may "fail open" without warning.
Sample code:
// This snippet has been automatically generated and should be regarded as a code template only.
// It will require modifications to work:
// - It may require correct/in-range values for request initialization.
// - It may require specifying regional endpoints when creating the service client as shown in
// https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
try (GenAiTuningServiceClient genAiTuningServiceClient = GenAiTuningServiceClient.create()) {
TestIamPermissionsRequest request =
TestIamPermissionsRequest.newBuilder()
.setResource(
EndpointName.ofProjectLocationEndpointName(
"[PROJECT]", "[LOCATION]", "[ENDPOINT]")
.toString())
.addAllPermissions(new ArrayList<String>())
.build();
ApiFuture<TestIamPermissionsResponse> future =
genAiTuningServiceClient.testIamPermissionsCallable().futureCall(request);
// Do something.
TestIamPermissionsResponse response = future.get();
}
Returns | |
---|---|
Type | Description |
UnaryCallable<com.google.iam.v1.TestIamPermissionsRequest,com.google.iam.v1.TestIamPermissionsResponse> |