org.apache.beam.sdk.extensions.ml

Class AnnotateText

java.lang.Object

org.apache.beam.sdk.transforms.PTransform<PCollection<com.google.cloud.language.v1.Document>,PCollection<com.google.cloud.language.v1.AnnotateTextResponse>>

org.apache.beam.sdk.extensions.ml.AnnotateText

All Implemented Interfaces:

java.io.Serializable, HasDisplayData

@Experimental
public abstract class AnnotateText
extends PTransform<PCollection<com.google.cloud.language.v1.Document>,PCollection<com.google.cloud.language.v1.AnnotateTextResponse>>

A PTransform using the Cloud AI Natural language processing capability. Takes an input PCollection of Documents and converts them to AnnotateTextResponses.

It is possible to provide a language hint to the API. A AnnotateTextRequest.Features object is required to configure analysis types to be done on the data.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	AnnotateText.Builder

Field Summary

Fields inherited from class org.apache.beam.sdk.transforms.PTransform

name, resourceHints

Constructor Summary

Constructors

Constructor and Description
AnnotateText()

Method Summary

Modifier and Type	Method and Description
PCollection<com.google.cloud.language.v1.AnnotateTextResponse>	expand(PCollection<com.google.cloud.language.v1.Document> input) Override this method to specify how this PTransform should be expanded on the given InputT.
abstract com.google.cloud.language.v1.AnnotateTextRequest.Features	features()
abstract @Nullable java.lang.String	languageHint()
static AnnotateText.Builder	newBuilder()

Methods inherited from class org.apache.beam.sdk.transforms.PTransform

compose, compose, getAdditionalInputs, getDefaultOutputCoder, getDefaultOutputCoder, getDefaultOutputCoder, getKindString, getName, getResourceHints, populateDisplayData, setResourceHints, toString, validate, validate

Methods inherited from class java.lang.Object

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

Constructor Detail

AnnotateText

public AnnotateText()

Method Detail

languageHint

public abstract @Nullable java.lang.String languageHint()

features

public abstract com.google.cloud.language.v1.AnnotateTextRequest.Features features()

newBuilder

public static AnnotateText.Builder newBuilder()

expand

public PCollection<com.google.cloud.language.v1.AnnotateTextResponse> expand(PCollection<com.google.cloud.language.v1.Document> input)

Description copied from class: PTransform

Override this method to specify how this PTransform should be expanded on the given InputT.

NOTE: This method should not be called directly. Instead apply the PTransform should be applied to the InputT using the apply method.

Composite transforms, which are defined in terms of other transforms, should return the output of one of the composed transforms. Non-composite transforms, which do not apply any transforms internally, should return a new unbound output and register evaluators (via backend-specific registration methods).

Specified by:

expand in class PTransform<PCollection<com.google.cloud.language.v1.Document>,PCollection<com.google.cloud.language.v1.AnnotateTextResponse>>