de.datexis.encoder.elmo

Class ELMoRESTEncoder

java.lang.Object

de.datexis.annotator.AnnotatorComponent

de.datexis.encoder.Encoder

de.datexis.encoder.AbstractRESTEncoder

de.datexis.encoder.SimpleRESTEncoder

de.datexis.encoder.elmo.ELMoRESTEncoder

All Implemented Interfaces:

IComponent, IEncoder

public class ELMoRESTEncoder
extends SimpleRESTEncoder

Created by philipp on 02.10.18.

Field Summary

Fields inherited from class de.datexis.encoder.AbstractRESTEncoder

restAdapter

Fields inherited from class de.datexis.encoder.Encoder

enableCache

Fields inherited from class de.datexis.annotator.AnnotatorComponent

id, model, modelAvailable, name, timer

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	ELMoRESTEncoder()
	ELMoRESTEncoder(RESTAdapter restAdapter)
	ELMoRESTEncoder(RESTAdapter restAdapter, String vectorIdentifier)

Method Summary

Modifier and Type	Method and Description
static ELMoRESTEncoder	create(ELMoLayerOutput elMoLayerOutput, String domain, int port)
static ELMoRESTEncoder	create(ELMoLayerOutput elMoLayerOutput, String domain, int port, long embeddingVectorSize, int connectTimeout, int readTimeout)
static ELMoRESTEncoder	create(ELMoLayerOutput elMoLayerOutput, String domain, int port, long embeddingVectorSize, int connectTimeout, int readTimeout, String vectorIdentifier)
static ELMoRESTEncoder	create(ELMoLayerOutput elMoLayerOutput, String domain, int port, String vectorIdentifier)
void	encodeEachImpl(Collection<Document> docs)
void	encodeEachImpl(Document input)
void	encodeEachImpl(Sentence input)
org.nd4j.linalg.api.ndarray.INDArray	encodeImpl(Span span)
org.nd4j.linalg.api.ndarray.INDArray	encodeImpl(String word)

Methods inherited from class de.datexis.encoder.SimpleRESTEncoder

encode, encode, encodeEach, encodeEach, encodeEach, encodeEach, encodeEach, encodeEach1D, encodeEach1D, encodeEach2D, encodeEach2D, encodeValue, getTokensOfSentencesOfDocument, putVectorInSpan, putVectorInSpans, putVectorInSpans, spansToStringArray1D, spansToStringArray1D, spansToStringArray2D, spansToStringArray2D, streamSpans2D, streamTokensOfSentencesOfDocument

Methods inherited from class de.datexis.encoder.AbstractRESTEncoder

getEmbeddingVectorSize, getRestAdapter, loadModel, saveModel, setRestAdapter, trainModel, trainModel

Methods inherited from class de.datexis.encoder.Encoder

encode, encodeMatrix, isCachingEnabled, setCachingEnabled

Methods inherited from class de.datexis.annotator.AnnotatorComponent

appendTestLog, appendTestLog, appendTrainLog, appendTrainLog, clearTestLog, clearTrainLog, getConf, getId, getModel, getName, getTestLog, getTrainLog, isModelAvailable, isModelAvailableInChildren, setConf, setId, setModel, setModelAvailable, setModelFilename, setName

Methods inherited from class java.lang.Object

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

Methods inherited from interface de.datexis.annotator.IComponent

getEncoders, getId, getName, isModelAvailable, setEncoders

Constructor Detail

ELMoRESTEncoder

protected ELMoRESTEncoder()

ELMoRESTEncoder

public ELMoRESTEncoder(RESTAdapter restAdapter)

ELMoRESTEncoder

public ELMoRESTEncoder(RESTAdapter restAdapter,
                       String vectorIdentifier)

Method Detail

create

public static ELMoRESTEncoder create(ELMoLayerOutput elMoLayerOutput,
                                     String domain,
                                     int port)

create

public static ELMoRESTEncoder create(ELMoLayerOutput elMoLayerOutput,
                                     String domain,
                                     int port,
                                     String vectorIdentifier)

create

public static ELMoRESTEncoder create(ELMoLayerOutput elMoLayerOutput,
                                     String domain,
                                     int port,
                                     long embeddingVectorSize,
                                     int connectTimeout,
                                     int readTimeout)

create

public static ELMoRESTEncoder create(ELMoLayerOutput elMoLayerOutput,
                                     String domain,
                                     int port,
                                     long embeddingVectorSize,
                                     int connectTimeout,
                                     int readTimeout,
                                     String vectorIdentifier)

encodeImpl

public org.nd4j.linalg.api.ndarray.INDArray encodeImpl(String word)
                                                throws IOException

Specified by:

encodeImpl in class SimpleRESTEncoder

Throws:

IOException

encodeImpl

public org.nd4j.linalg.api.ndarray.INDArray encodeImpl(Span span)
                                                throws IOException

Specified by:

encodeImpl in class SimpleRESTEncoder

Throws:

IOException

encodeEachImpl

public void encodeEachImpl(Sentence input)
                    throws IOException

Specified by:

encodeEachImpl in class SimpleRESTEncoder

Throws:

IOException

encodeEachImpl

public void encodeEachImpl(Document input)
                    throws IOException

Specified by:

encodeEachImpl in class SimpleRESTEncoder

Throws:

IOException

encodeEachImpl

public void encodeEachImpl(Collection<Document> docs)
                    throws IOException

Specified by:

encodeEachImpl in class SimpleRESTEncoder

Throws:

IOException