com.google.cloud.aiplatform.v1

Class FeaturestoreOnlineServingServiceClient

java.lang.Object

com.google.cloud.aiplatform.v1.FeaturestoreOnlineServingServiceClient

All Implemented Interfaces:

com.google.api.gax.core.BackgroundResource, AutoCloseable

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

Service Description: A service for serving online feature values.

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 (FeaturestoreOnlineServingServiceClient featurestoreOnlineServingServiceClient =
     FeaturestoreOnlineServingServiceClient.create()) {
   EntityTypeName entityType =
       EntityTypeName.of("[PROJECT]", "[LOCATION]", "[FEATURESTORE]", "[ENTITY_TYPE]");
   ReadFeatureValuesResponse response =
       featurestoreOnlineServingServiceClient.readFeatureValues(entityType);
 }
 

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

Methods

Method	Description	Method Variants
ReadFeatureValues	Reads Feature values of a specific entity of an EntityType. For reading feature values of multiple entities of an EntityType, please use StreamingReadFeatureValues.	Request object method variants only take one parameter, a request object, which must be constructed before the call. readFeatureValues(ReadFeatureValuesRequest request) "Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method. readFeatureValues(EntityTypeName entityType) readFeatureValues(String entityType) Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service. readFeatureValuesCallable()
StreamingReadFeatureValues	Reads Feature values for multiple entities. Depending on their size, data for different entities may be broken up across multiple responses.	Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service. streamingReadFeatureValuesCallable()
WriteFeatureValues	Writes Feature values of one or more entities of an EntityType. The Feature values are merged into existing entities if any. The Feature values to be written must have timestamp within the online storage retention.	Request object method variants only take one parameter, a request object, which must be constructed before the call. writeFeatureValues(WriteFeatureValuesRequest request) "Flattened" method variants have converted the fields of the request object into function parameters to enable multiple ways to call the same method. writeFeatureValues(EntityTypeName entityType, List<WriteFeatureValuesPayload> payloads) writeFeatureValues(String entityType, List<WriteFeatureValuesPayload> payloads) Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service. writeFeatureValuesCallable()
ListLocations	Lists information about the supported locations for this service.	Request object method variants only take one parameter, a request object, which must be constructed before the call. listLocations(ListLocationsRequest request) Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service. listLocationsPagedCallable() listLocationsCallable()
GetLocation	Gets information about a location.	Request object method variants only take one parameter, a request object, which must be constructed before the call. getLocation(GetLocationRequest request) Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service. getLocationCallable()
SetIamPolicy	Sets the access control policy on the specified resource. Replacesany existing policy. Can return `NOT_FOUND`, `INVALID_ARGUMENT`, and `PERMISSION_DENIED`errors.	Request object method variants only take one parameter, a request object, which must be constructed before the call. setIamPolicy(SetIamPolicyRequest request) Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service. setIamPolicyCallable()
GetIamPolicy	Gets the access control policy for a resource. Returns an empty policyif the resource exists and does not have a policy set.	Request object method variants only take one parameter, a request object, which must be constructed before the call. getIamPolicy(GetIamPolicyRequest request) Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service. getIamPolicyCallable()
TestIamPermissions	Returns permissions that a caller has on the specified resource. If theresource does not exist, this will return an empty set ofpermissions, not a `NOT_FOUND` error. Note: This operation is designed to be used for buildingpermission-aware UIs and command-line tools, not for authorizationchecking. This operation may "fail open" without warning.	Request object method variants only take one parameter, a request object, which must be constructed before the call. testIamPermissions(TestIamPermissionsRequest request) Callable method variants take no parameters and return an immutable API callable object, which can be used to initiate calls to the service. testIamPermissionsCallable()

See the individual methods for example code.

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

This class can be customized by passing in a custom instance of FeaturestoreOnlineServingServiceSettings 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
 FeaturestoreOnlineServingServiceSettings featurestoreOnlineServingServiceSettings =
     FeaturestoreOnlineServingServiceSettings.newBuilder()
         .setCredentialsProvider(FixedCredentialsProvider.create(myCredentials))
         .build();
 FeaturestoreOnlineServingServiceClient featurestoreOnlineServingServiceClient =
     FeaturestoreOnlineServingServiceClient.create(featurestoreOnlineServingServiceSettings);
 

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
 FeaturestoreOnlineServingServiceSettings featurestoreOnlineServingServiceSettings =
     FeaturestoreOnlineServingServiceSettings.newBuilder().setEndpoint(myEndpoint).build();
 FeaturestoreOnlineServingServiceClient featurestoreOnlineServingServiceClient =
     FeaturestoreOnlineServingServiceClient.create(featurestoreOnlineServingServiceSettings);
 

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

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	FeaturestoreOnlineServingServiceClient.ListLocationsFixedSizeCollection
static class	FeaturestoreOnlineServingServiceClient.ListLocationsPage
static class	FeaturestoreOnlineServingServiceClient.ListLocationsPagedResponse

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	FeaturestoreOnlineServingServiceClient(FeaturestoreOnlineServingServiceSettings settings) Constructs an instance of FeaturestoreOnlineServingServiceClient, using the given settings.
protected	FeaturestoreOnlineServingServiceClient(FeaturestoreOnlineServingServiceStub stub)

Method Summary

Modifier and Type	Method and Description
boolean	awaitTermination(long duration, TimeUnit unit)
void	close()
static FeaturestoreOnlineServingServiceClient	create() Constructs an instance of FeaturestoreOnlineServingServiceClient with default settings.
static FeaturestoreOnlineServingServiceClient	create(FeaturestoreOnlineServingServiceSettings settings) Constructs an instance of FeaturestoreOnlineServingServiceClient, using the given settings.
static FeaturestoreOnlineServingServiceClient	create(FeaturestoreOnlineServingServiceStub stub) Constructs an instance of FeaturestoreOnlineServingServiceClient, using the given stub for making calls.
com.google.iam.v1.Policy	getIamPolicy(com.google.iam.v1.GetIamPolicyRequest request) Gets the access control policy for a resource.
com.google.api.gax.rpc.UnaryCallable<com.google.iam.v1.GetIamPolicyRequest,com.google.iam.v1.Policy>	getIamPolicyCallable() Gets the access control policy for a resource.
com.google.cloud.location.Location	getLocation(com.google.cloud.location.GetLocationRequest request) Gets information about a location.
com.google.api.gax.rpc.UnaryCallable<com.google.cloud.location.GetLocationRequest,com.google.cloud.location.Location>	getLocationCallable() Gets information about a location.
FeaturestoreOnlineServingServiceSettings	getSettings()
FeaturestoreOnlineServingServiceStub	getStub()
boolean	isShutdown()
boolean	isTerminated()
FeaturestoreOnlineServingServiceClient.ListLocationsPagedResponse	listLocations(com.google.cloud.location.ListLocationsRequest request) Lists information about the supported locations for this service.
com.google.api.gax.rpc.UnaryCallable<com.google.cloud.location.ListLocationsRequest,com.google.cloud.location.ListLocationsResponse>	listLocationsCallable() Lists information about the supported locations for this service.
com.google.api.gax.rpc.UnaryCallable<com.google.cloud.location.ListLocationsRequest,FeaturestoreOnlineServingServiceClient.ListLocationsPagedResponse>	listLocationsPagedCallable() Lists information about the supported locations for this service.
ReadFeatureValuesResponse	readFeatureValues(EntityTypeName entityType) Reads Feature values of a specific entity of an EntityType.
ReadFeatureValuesResponse	readFeatureValues(ReadFeatureValuesRequest request) Reads Feature values of a specific entity of an EntityType.
ReadFeatureValuesResponse	readFeatureValues(String entityType) Reads Feature values of a specific entity of an EntityType.
com.google.api.gax.rpc.UnaryCallable<ReadFeatureValuesRequest,ReadFeatureValuesResponse>	readFeatureValuesCallable() Reads Feature values of a specific entity of an EntityType.
com.google.iam.v1.Policy	setIamPolicy(com.google.iam.v1.SetIamPolicyRequest request) Sets the access control policy on the specified resource.
com.google.api.gax.rpc.UnaryCallable<com.google.iam.v1.SetIamPolicyRequest,com.google.iam.v1.Policy>	setIamPolicyCallable() Sets the access control policy on the specified resource.
void	shutdown()
void	shutdownNow()
com.google.api.gax.rpc.ServerStreamingCallable<StreamingReadFeatureValuesRequest,ReadFeatureValuesResponse>	streamingReadFeatureValuesCallable() Reads Feature values for multiple entities.
com.google.iam.v1.TestIamPermissionsResponse	testIamPermissions(com.google.iam.v1.TestIamPermissionsRequest request) Returns permissions that a caller has on the specified resource.
com.google.api.gax.rpc.UnaryCallable<com.google.iam.v1.TestIamPermissionsRequest,com.google.iam.v1.TestIamPermissionsResponse>	testIamPermissionsCallable() Returns permissions that a caller has on the specified resource.
WriteFeatureValuesResponse	writeFeatureValues(EntityTypeName entityType, List<WriteFeatureValuesPayload> payloads) Writes Feature values of one or more entities of an EntityType.
WriteFeatureValuesResponse	writeFeatureValues(String entityType, List<WriteFeatureValuesPayload> payloads) Writes Feature values of one or more entities of an EntityType.
WriteFeatureValuesResponse	writeFeatureValues(WriteFeatureValuesRequest request) Writes Feature values of one or more entities of an EntityType.
com.google.api.gax.rpc.UnaryCallable<WriteFeatureValuesRequest,WriteFeatureValuesResponse>	writeFeatureValuesCallable() Writes Feature values of one or more entities of an EntityType.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

FeaturestoreOnlineServingServiceClient

protected FeaturestoreOnlineServingServiceClient(FeaturestoreOnlineServingServiceSettings settings)
                                          throws IOException

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

Throws:

IOException

FeaturestoreOnlineServingServiceClient

protected FeaturestoreOnlineServingServiceClient(FeaturestoreOnlineServingServiceStub stub)

Method Detail

create

public static final FeaturestoreOnlineServingServiceClient create()
                                                           throws IOException

Constructs an instance of FeaturestoreOnlineServingServiceClient with default settings.

Throws:

IOException

create

public static final FeaturestoreOnlineServingServiceClient create(FeaturestoreOnlineServingServiceSettings settings)
                                                           throws IOException

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

Throws:

IOException

create

public static final FeaturestoreOnlineServingServiceClient create(FeaturestoreOnlineServingServiceStub stub)

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

getSettings

public final FeaturestoreOnlineServingServiceSettings getSettings()

getStub

public FeaturestoreOnlineServingServiceStub getStub()

readFeatureValues

public final ReadFeatureValuesResponse readFeatureValues(EntityTypeName entityType)

Reads Feature values of a specific entity of an EntityType. For reading feature values of multiple entities of an EntityType, please use StreamingReadFeatureValues.

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 (FeaturestoreOnlineServingServiceClient featurestoreOnlineServingServiceClient =
     FeaturestoreOnlineServingServiceClient.create()) {
   EntityTypeName entityType =
       EntityTypeName.of("[PROJECT]", "[LOCATION]", "[FEATURESTORE]", "[ENTITY_TYPE]");
   ReadFeatureValuesResponse response =
       featurestoreOnlineServingServiceClient.readFeatureValues(entityType);
 }
 

Parameters:

entityType - Required. The resource name of the EntityType for the entity being read. Value format: `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`. For example, for a machine learning model predicting user clicks on a website, an EntityType ID could be `user`.

Throws:

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

readFeatureValues

public final ReadFeatureValuesResponse readFeatureValues(String entityType)

Reads Feature values of a specific entity of an EntityType. For reading feature values of multiple entities of an EntityType, please use StreamingReadFeatureValues.

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 (FeaturestoreOnlineServingServiceClient featurestoreOnlineServingServiceClient =
     FeaturestoreOnlineServingServiceClient.create()) {
   String entityType =
       EntityTypeName.of("[PROJECT]", "[LOCATION]", "[FEATURESTORE]", "[ENTITY_TYPE]")
           .toString();
   ReadFeatureValuesResponse response =
       featurestoreOnlineServingServiceClient.readFeatureValues(entityType);
 }
 

Parameters:

entityType - Required. The resource name of the EntityType for the entity being read. Value format: `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`. For example, for a machine learning model predicting user clicks on a website, an EntityType ID could be `user`.

Throws:

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

readFeatureValues

public final ReadFeatureValuesResponse readFeatureValues(ReadFeatureValuesRequest request)

Reads Feature values of a specific entity of an EntityType. For reading feature values of multiple entities of an EntityType, please use StreamingReadFeatureValues.

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 (FeaturestoreOnlineServingServiceClient featurestoreOnlineServingServiceClient =
     FeaturestoreOnlineServingServiceClient.create()) {
   ReadFeatureValuesRequest request =
       ReadFeatureValuesRequest.newBuilder()
           .setEntityType(
               EntityTypeName.of("[PROJECT]", "[LOCATION]", "[FEATURESTORE]", "[ENTITY_TYPE]")
                   .toString())
           .setEntityId("entityId-2102099874")
           .setFeatureSelector(FeatureSelector.newBuilder().build())
           .build();
   ReadFeatureValuesResponse response =
       featurestoreOnlineServingServiceClient.readFeatureValues(request);
 }
 

Parameters:

request - The request object containing all of the parameters for the API call.

Throws:

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

readFeatureValuesCallable

public final com.google.api.gax.rpc.UnaryCallable<ReadFeatureValuesRequest,ReadFeatureValuesResponse> readFeatureValuesCallable()

Reads Feature values of a specific entity of an EntityType. For reading feature values of multiple entities of an EntityType, please use StreamingReadFeatureValues.

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 (FeaturestoreOnlineServingServiceClient featurestoreOnlineServingServiceClient =
     FeaturestoreOnlineServingServiceClient.create()) {
   ReadFeatureValuesRequest request =
       ReadFeatureValuesRequest.newBuilder()
           .setEntityType(
               EntityTypeName.of("[PROJECT]", "[LOCATION]", "[FEATURESTORE]", "[ENTITY_TYPE]")
                   .toString())
           .setEntityId("entityId-2102099874")
           .setFeatureSelector(FeatureSelector.newBuilder().build())
           .build();
   ApiFuture<ReadFeatureValuesResponse> future =
       featurestoreOnlineServingServiceClient.readFeatureValuesCallable().futureCall(request);
   // Do something.
   ReadFeatureValuesResponse response = future.get();
 }
 

streamingReadFeatureValuesCallable

public final com.google.api.gax.rpc.ServerStreamingCallable<StreamingReadFeatureValuesRequest,ReadFeatureValuesResponse> streamingReadFeatureValuesCallable()

Reads Feature values for multiple entities. Depending on their size, data for different entities may be broken up across multiple responses.

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 (FeaturestoreOnlineServingServiceClient featurestoreOnlineServingServiceClient =
     FeaturestoreOnlineServingServiceClient.create()) {
   StreamingReadFeatureValuesRequest request =
       StreamingReadFeatureValuesRequest.newBuilder()
           .setEntityType(
               EntityTypeName.of("[PROJECT]", "[LOCATION]", "[FEATURESTORE]", "[ENTITY_TYPE]")
                   .toString())
           .addAllEntityIds(new ArrayList<String>())
           .setFeatureSelector(FeatureSelector.newBuilder().build())
           .build();
   ServerStream<ReadFeatureValuesResponse> stream =
       featurestoreOnlineServingServiceClient.streamingReadFeatureValuesCallable().call(request);
   for (ReadFeatureValuesResponse response : stream) {
     // Do something when a response is received.
   }
 }
 

writeFeatureValues

public final WriteFeatureValuesResponse writeFeatureValues(EntityTypeName entityType,
                                                           List<WriteFeatureValuesPayload> payloads)

Writes Feature values of one or more entities of an EntityType.

The Feature values are merged into existing entities if any. The Feature values to be written must have timestamp within the online storage retention.

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 (FeaturestoreOnlineServingServiceClient featurestoreOnlineServingServiceClient =
     FeaturestoreOnlineServingServiceClient.create()) {
   EntityTypeName entityType =
       EntityTypeName.of("[PROJECT]", "[LOCATION]", "[FEATURESTORE]", "[ENTITY_TYPE]");
   List<WriteFeatureValuesPayload> payloads = new ArrayList<>();
   WriteFeatureValuesResponse response =
       featurestoreOnlineServingServiceClient.writeFeatureValues(entityType, payloads);
 }
 

Parameters:

entityType - Required. The resource name of the EntityType for the entities being written. Value format: `projects/{project}/locations/{location}/featurestores/ {featurestore}/entityTypes/{entityType}`. For example, for a machine learning model predicting user clicks on a website, an EntityType ID could be `user`.

payloads - Required. The entities to be written. Up to 100,000 feature values can be written across all `payloads`.

Throws:

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

writeFeatureValues

public final WriteFeatureValuesResponse writeFeatureValues(String entityType,
                                                           List<WriteFeatureValuesPayload> payloads)

Writes Feature values of one or more entities of an EntityType.

The Feature values are merged into existing entities if any. The Feature values to be written must have timestamp within the online storage retention.

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 (FeaturestoreOnlineServingServiceClient featurestoreOnlineServingServiceClient =
     FeaturestoreOnlineServingServiceClient.create()) {
   String entityType =
       EntityTypeName.of("[PROJECT]", "[LOCATION]", "[FEATURESTORE]", "[ENTITY_TYPE]")
           .toString();
   List<WriteFeatureValuesPayload> payloads = new ArrayList<>();
   WriteFeatureValuesResponse response =
       featurestoreOnlineServingServiceClient.writeFeatureValues(entityType, payloads);
 }
 

Parameters:

entityType - Required. The resource name of the EntityType for the entities being written. Value format: `projects/{project}/locations/{location}/featurestores/ {featurestore}/entityTypes/{entityType}`. For example, for a machine learning model predicting user clicks on a website, an EntityType ID could be `user`.

payloads - Required. The entities to be written. Up to 100,000 feature values can be written across all `payloads`.

Throws:

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

writeFeatureValues

public final WriteFeatureValuesResponse writeFeatureValues(WriteFeatureValuesRequest request)

Writes Feature values of one or more entities of an EntityType.

The Feature values are merged into existing entities if any. The Feature values to be written must have timestamp within the online storage retention.

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 (FeaturestoreOnlineServingServiceClient featurestoreOnlineServingServiceClient =
     FeaturestoreOnlineServingServiceClient.create()) {
   WriteFeatureValuesRequest request =
       WriteFeatureValuesRequest.newBuilder()
           .setEntityType(
               EntityTypeName.of("[PROJECT]", "[LOCATION]", "[FEATURESTORE]", "[ENTITY_TYPE]")
                   .toString())
           .addAllPayloads(new ArrayList<WriteFeatureValuesPayload>())
           .build();
   WriteFeatureValuesResponse response =
       featurestoreOnlineServingServiceClient.writeFeatureValues(request);
 }
 

Parameters:

request - The request object containing all of the parameters for the API call.

Throws:

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

writeFeatureValuesCallable

public final com.google.api.gax.rpc.UnaryCallable<WriteFeatureValuesRequest,WriteFeatureValuesResponse> writeFeatureValuesCallable()

Writes Feature values of one or more entities of an EntityType.

The Feature values are merged into existing entities if any. The Feature values to be written must have timestamp within the online storage retention.

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 (FeaturestoreOnlineServingServiceClient featurestoreOnlineServingServiceClient =
     FeaturestoreOnlineServingServiceClient.create()) {
   WriteFeatureValuesRequest request =
       WriteFeatureValuesRequest.newBuilder()
           .setEntityType(
               EntityTypeName.of("[PROJECT]", "[LOCATION]", "[FEATURESTORE]", "[ENTITY_TYPE]")
                   .toString())
           .addAllPayloads(new ArrayList<WriteFeatureValuesPayload>())
           .build();
   ApiFuture<WriteFeatureValuesResponse> future =
       featurestoreOnlineServingServiceClient.writeFeatureValuesCallable().futureCall(request);
   // Do something.
   WriteFeatureValuesResponse response = future.get();
 }
 

listLocations

public final FeaturestoreOnlineServingServiceClient.ListLocationsPagedResponse listLocations(com.google.cloud.location.ListLocationsRequest request)

Lists information about the supported locations for this service.

Sample code:

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

Parameters:

request - The request object containing all of the parameters for the API call.

Throws:

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

listLocationsPagedCallable

public final com.google.api.gax.rpc.UnaryCallable<com.google.cloud.location.ListLocationsRequest,FeaturestoreOnlineServingServiceClient.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 (FeaturestoreOnlineServingServiceClient featurestoreOnlineServingServiceClient =
     FeaturestoreOnlineServingServiceClient.create()) {
   ListLocationsRequest request =
       ListLocationsRequest.newBuilder()
           .setName("name3373707")
           .setFilter("filter-1274492040")
           .setPageSize(883849137)
           .setPageToken("pageToken873572522")
           .build();
   ApiFuture<Location> future =
       featurestoreOnlineServingServiceClient.listLocationsPagedCallable().futureCall(request);
   // Do something.
   for (Location element : future.get().iterateAll()) {
     // doThingsWith(element);
   }
 }
 

listLocationsCallable

public final com.google.api.gax.rpc.UnaryCallable<com.google.cloud.location.ListLocationsRequest,com.google.cloud.location.ListLocationsResponse> listLocationsCallable()

Lists information about the supported locations for this service.

Sample code:

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

getLocation

public final com.google.cloud.location.Location getLocation(com.google.cloud.location.GetLocationRequest request)

Gets information about a location.

Sample code:

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

Parameters:

request - The request object containing all of the parameters for the API call.

Throws:

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

getLocationCallable

public final com.google.api.gax.rpc.UnaryCallable<com.google.cloud.location.GetLocationRequest,com.google.cloud.location.Location> getLocationCallable()

Gets information about a location.

Sample code:

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

setIamPolicy

public final com.google.iam.v1.Policy setIamPolicy(com.google.iam.v1.SetIamPolicyRequest request)

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

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

Sample code:

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

Parameters:

request - The request object containing all of the parameters for the API call.

Throws:

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

setIamPolicyCallable

public final com.google.api.gax.rpc.UnaryCallable<com.google.iam.v1.SetIamPolicyRequest,com.google.iam.v1.Policy> setIamPolicyCallable()

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

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

Sample code:

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

getIamPolicy

public final com.google.iam.v1.Policy getIamPolicy(com.google.iam.v1.GetIamPolicyRequest request)

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

Sample code:

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

Parameters:

request - The request object containing all of the parameters for the API call.

Throws:

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

getIamPolicyCallable

public final com.google.api.gax.rpc.UnaryCallable<com.google.iam.v1.GetIamPolicyRequest,com.google.iam.v1.Policy> getIamPolicyCallable()

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

Sample code:

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

testIamPermissions

public final com.google.iam.v1.TestIamPermissionsResponse testIamPermissions(com.google.iam.v1.TestIamPermissionsRequest request)

Returns permissions that a caller has on the specified resource. If theresource does not exist, this will return an empty set ofpermissions, not a `NOT_FOUND` error.

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

Sample code:

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

Parameters:

request - The request object containing all of the parameters for the API call.

Throws:

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

testIamPermissionsCallable

public final com.google.api.gax.rpc.UnaryCallable<com.google.iam.v1.TestIamPermissionsRequest,com.google.iam.v1.TestIamPermissionsResponse> testIamPermissionsCallable()

Returns permissions that a caller has on the specified resource. If theresource does not exist, this will return an empty set ofpermissions, not a `NOT_FOUND` error.

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

Sample code:

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

close

public final void close()

Specified by:

close in interface AutoCloseable

shutdown

public void shutdown()

Specified by:

shutdown in interface com.google.api.gax.core.BackgroundResource

isShutdown

public boolean isShutdown()

Specified by:

isShutdown in interface com.google.api.gax.core.BackgroundResource

isTerminated

public boolean isTerminated()

Specified by:

isTerminated in interface com.google.api.gax.core.BackgroundResource

shutdownNow

public void shutdownNow()

Specified by:

shutdownNow in interface com.google.api.gax.core.BackgroundResource

awaitTermination

public boolean awaitTermination(long duration,
                                TimeUnit unit)
                         throws InterruptedException

Specified by:

awaitTermination in interface com.google.api.gax.core.BackgroundResource

Throws:

InterruptedException