com.google.api.services.prediction

Class Prediction

java.lang.Object

com.google.api.client.googleapis.services.AbstractGoogleClient

com.google.api.client.googleapis.services.json.AbstractGoogleJsonClient

com.google.api.services.prediction.Prediction

public class Prediction
extends AbstractGoogleJsonClient

Service definition for Prediction (v1.2).

Lets you access a cloud hosted machine learning service that makes it easy to build smart apps

For more information about this service, see the API Documentation

This service uses PredictionRequestInitializer to initialize global parameters via its Prediction.Builder.

Since:

1.3

Author:

Google, Inc.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	Prediction.Builder Builder for Prediction.
class	Prediction.Hostedmodels The "hostedmodels" collection of methods.
class	Prediction.Predict
class	Prediction.Training The "training" collection of methods.

Field Summary

Fields

Modifier and Type	Field and Description
static String	DEFAULT_BASE_URL The default encoded base URL of the service.
static String	DEFAULT_ROOT_URL The default encoded root URL of the service.
static String	DEFAULT_SERVICE_PATH The default encoded service path of the service.

Constructor Summary

Constructors

Constructor and Description
Prediction(HttpTransport transport, JsonFactory jsonFactory, HttpRequestInitializer httpRequestInitializer) Constructor.

Method Summary

Methods

Modifier and Type	Method and Description
Prediction.Hostedmodels	hostedmodels() An accessor for creating requests from the Hostedmodels collection.
protected void	initialize(AbstractGoogleClientRequest<?> httpClientRequest)
Prediction.Predict	predict(String data, Input content) Submit data and request a prediction Create a request for the method "predict".
Prediction.Training	training() An accessor for creating requests from the Training collection.

Methods inherited from class com.google.api.client.googleapis.services.json.AbstractGoogleJsonClient

getJsonFactory, getObjectParser

Methods inherited from class com.google.api.client.googleapis.services.AbstractGoogleClient

batch, batch, getApplicationName, getBaseUrl, getGoogleClientRequestInitializer, getRequestFactory, getRootUrl, getServicePath, getSuppressPatternChecks, getSuppressRequiredParameterChecks

Methods inherited from class java.lang.Object

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

Field Detail

DEFAULT_ROOT_URL

public static final String DEFAULT_ROOT_URL

The default encoded root URL of the service. This is determined when the library is generated and normally should not be changed.

Since:

1.7

See Also:

Constant Field Values

DEFAULT_SERVICE_PATH

public static final String DEFAULT_SERVICE_PATH

The default encoded service path of the service. This is determined when the library is generated and normally should not be changed.

Since:

1.7

See Also:

Constant Field Values

DEFAULT_BASE_URL

public static final String DEFAULT_BASE_URL

The default encoded base URL of the service. This is determined when the library is generated and normally should not be changed.

See Also:

Constant Field Values

Constructor Detail

Prediction

public Prediction(HttpTransport transport,
          JsonFactory jsonFactory,
          HttpRequestInitializer httpRequestInitializer)

Constructor.

Use Prediction.Builder if you need to specify any of the optional parameters.

Parameters:

transport - HTTP transport, which should normally be:

• Google App Engine: com.google.api.client.extensions.appengine.http.UrlFetchTransport
• Android: newCompatibleTransport from com.google.api.client.extensions.android.http.AndroidHttp
• Java: GoogleNetHttpTransport

jsonFactory - JSON factory, which may be:

• Jackson: com.google.api.client.json.jackson2.JacksonFactory
• Google GSON: com.google.api.client.json.gson.GsonFactory
• Android Honeycomb or higher: com.google.api.client.extensions.android.json.AndroidJsonFactory

httpRequestInitializer - HTTP request initializer or null for none

Since:

1.7

Method Detail

initialize

protected void initialize(AbstractGoogleClientRequest<?> httpClientRequest)
                   throws IOException

Overrides:

initialize in class AbstractGoogleClient

Throws:

IOException

hostedmodels

public Prediction.Hostedmodels hostedmodels()

An accessor for creating requests from the Hostedmodels collection.

The typical use is:

   Prediction prediction = new Prediction(...);
   Prediction.Hostedmodels.List request = prediction.hostedmodels().list(parameters ...)
 

Returns:

the resource collection

training

public Prediction.Training training()

An accessor for creating requests from the Training collection.

The typical use is:

   Prediction prediction = new Prediction(...);
   Prediction.Training.List request = prediction.training().list(parameters ...)
 

Returns:

the resource collection

predict

public Prediction.Predict predict(String data,
                         Input content)
                           throws IOException

Submit data and request a prediction Create a request for the method "predict". This request holds the parameters needed by the the prediction server. After setting any optional parameters, call the AbstractGoogleClientRequest.execute() method to invoke the remote operation.

Parameters:

data - mybucket%2Fmydata resource in Google Storage

content - the Input

Returns:

the request

Throws:

IOException