- 2.54.0 (latest)
- 2.53.0
- 2.51.0
- 2.50.0
- 2.49.0
- 2.48.0
- 2.47.0
- 2.46.0
- 2.45.0
- 2.44.0
- 2.43.0
- 2.42.0
- 2.41.0
- 2.39.0
- 2.38.0
- 2.37.0
- 2.36.0
- 2.35.0
- 2.34.0
- 2.33.0
- 2.32.0
- 2.31.0
- 2.30.0
- 2.29.0
- 2.26.0
- 2.25.0
- 2.24.0
- 2.23.0
- 2.22.0
- 2.21.0
- 2.20.0
- 2.19.0
- 2.18.0
- 2.17.0
- 2.16.0
- 2.15.0
- 2.14.0
- 2.13.0
- 2.11.0
- 2.10.0
- 2.9.0
- 2.8.0
- 2.7.0
- 2.6.0
- 2.5.1
- 2.4.0
- 2.3.0
- 2.2.3
- 2.1.0
- 2.0.19
GitHub Repository | Product Reference |
Service Description: Service for making recommendation prediction.
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 (PredictionServiceClient predictionServiceClient = PredictionServiceClient.create()) {
PredictRequest request =
PredictRequest.newBuilder()
.setPlacement("placement1792938725")
.setUserEvent(UserEvent.newBuilder().build())
.setPageSize(883849137)
.setPageToken("pageToken873572522")
.setFilter("filter-1274492040")
.setValidateOnly(true)
.putAllParams(new HashMap<String, Value>())
.putAllLabels(new HashMap<String, String>())
.build();
PredictResponse response = predictionServiceClient.predict(request);
}
Note: close() needs to be called on the PredictionServiceClient 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 |
---|---|---|
Predict |
Makes a recommendation prediction. |
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 PredictionServiceSettings 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
PredictionServiceSettings predictionServiceSettings =
PredictionServiceSettings.newBuilder()
.setCredentialsProvider(FixedCredentialsProvider.create(myCredentials))
.build();
PredictionServiceClient predictionServiceClient =
PredictionServiceClient.create(predictionServiceSettings);
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
PredictionServiceSettings predictionServiceSettings =
PredictionServiceSettings.newBuilder().setEndpoint(myEndpoint).build();
PredictionServiceClient predictionServiceClient =
PredictionServiceClient.create(predictionServiceSettings);
To use REST (HTTP1.1/JSON) transport (instead of gRPC) for sending and receiving requests over the wire:
// 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
PredictionServiceSettings predictionServiceSettings =
PredictionServiceSettings.newHttpJsonBuilder().build();
PredictionServiceClient predictionServiceClient =
PredictionServiceClient.create(predictionServiceSettings);
Please refer to the GitHub repository's samples for more quickstart code snippets.
Static Methods
create()
public static final PredictionServiceClient create()
Constructs an instance of PredictionServiceClient with default settings.
Returns | |
---|---|
Type | Description |
PredictionServiceClient |
Exceptions | |
---|---|
Type | Description |
IOException |
create(PredictionServiceSettings settings)
public static final PredictionServiceClient create(PredictionServiceSettings settings)
Constructs an instance of PredictionServiceClient, 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 |
PredictionServiceSettings |
Returns | |
---|---|
Type | Description |
PredictionServiceClient |
Exceptions | |
---|---|
Type | Description |
IOException |
create(PredictionServiceStub stub)
public static final PredictionServiceClient create(PredictionServiceStub stub)
Constructs an instance of PredictionServiceClient, using the given stub for making calls. This is for advanced usage - prefer using create(PredictionServiceSettings).
Parameter | |
---|---|
Name | Description |
stub |
PredictionServiceStub |
Returns | |
---|---|
Type | Description |
PredictionServiceClient |
Constructors
PredictionServiceClient(PredictionServiceSettings settings)
protected PredictionServiceClient(PredictionServiceSettings settings)
Constructs an instance of PredictionServiceClient, 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 |
PredictionServiceSettings |
PredictionServiceClient(PredictionServiceStub stub)
protected PredictionServiceClient(PredictionServiceStub stub)
Parameter | |
---|---|
Name | Description |
stub |
PredictionServiceStub |
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 |
close()
public final void close()
getSettings()
public final PredictionServiceSettings getSettings()
Returns | |
---|---|
Type | Description |
PredictionServiceSettings |
getStub()
public PredictionServiceStub getStub()
Returns | |
---|---|
Type | Description |
PredictionServiceStub |
isShutdown()
public boolean isShutdown()
Returns | |
---|---|
Type | Description |
boolean |
isTerminated()
public boolean isTerminated()
Returns | |
---|---|
Type | Description |
boolean |
predict(PredictRequest request)
public final PredictResponse predict(PredictRequest request)
Makes a recommendation prediction.
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 (PredictionServiceClient predictionServiceClient = PredictionServiceClient.create()) {
PredictRequest request =
PredictRequest.newBuilder()
.setPlacement("placement1792938725")
.setUserEvent(UserEvent.newBuilder().build())
.setPageSize(883849137)
.setPageToken("pageToken873572522")
.setFilter("filter-1274492040")
.setValidateOnly(true)
.putAllParams(new HashMap<String, Value>())
.putAllLabels(new HashMap<String, String>())
.build();
PredictResponse response = predictionServiceClient.predict(request);
}
Parameter | |
---|---|
Name | Description |
request |
PredictRequest The request object containing all of the parameters for the API call. |
Returns | |
---|---|
Type | Description |
PredictResponse |
predictCallable()
public final UnaryCallable<PredictRequest,PredictResponse> predictCallable()
Makes a recommendation prediction.
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 (PredictionServiceClient predictionServiceClient = PredictionServiceClient.create()) {
PredictRequest request =
PredictRequest.newBuilder()
.setPlacement("placement1792938725")
.setUserEvent(UserEvent.newBuilder().build())
.setPageSize(883849137)
.setPageToken("pageToken873572522")
.setFilter("filter-1274492040")
.setValidateOnly(true)
.putAllParams(new HashMap<String, Value>())
.putAllLabels(new HashMap<String, String>())
.build();
ApiFuture<PredictResponse> future =
predictionServiceClient.predictCallable().futureCall(request);
// Do something.
PredictResponse response = future.get();
}
Returns | |
---|---|
Type | Description |
UnaryCallable<PredictRequest,PredictResponse> |
shutdown()
public void shutdown()
shutdownNow()
public void shutdownNow()