com.linkedin.feathr.common.value

Class QuinceFeatureFormatMapper

java.lang.Object

com.linkedin.feathr.common.value.AbstractFeatureFormatMapper<TensorData>

com.linkedin.feathr.common.value.QuinceFeatureFormatMapper

All Implemented Interfaces:

FeatureFormatMapper<TensorData>

public class QuinceFeatureFormatMapper
extends AbstractFeatureFormatMapper<TensorData>

A FeatureFormatMapper that can represent any FeatureValue as a Quince TensorData.

Field Summary

Fields

Modifier and Type	Field and Description
static QuinceFeatureFormatMapper	INSTANCE

Method Summary

Modifier and Type	Method and Description
protected TensorData	fromBooleanFeatureValue(BooleanFeatureValue featureValue)
protected TensorData	fromCategoricalFeatureValue(CategoricalFeatureValue featureValue)
protected TensorData	fromCategoricalSetFeatureValue(CategoricalSetFeatureValue featureValue)
protected TensorData	fromDenseVectorFeatureValue(DenseVectorFeatureValue featureValue)
protected TensorData	fromNumericFeatureValue(NumericFeatureValue featureValue)
protected TensorData	fromTensorFeatureValue(TensorFeatureValue featureValue)
protected TensorData	fromTermVectorFeatureValue(TermVectorFeatureValue featureValue)
protected BooleanFeatureValue	toBooleanFeatureValue(BooleanFeatureType featureType, TensorData tensor)
protected CategoricalFeatureValue	toCategoricalFeatureValue(CategoricalFeatureType featureType, TensorData tensor)
protected CategoricalSetFeatureValue	toCategoricalSetFeatureValue(CategoricalSetFeatureType featureType, TensorData tensor)
protected DenseVectorFeatureValue	toDenseVectorFeatureValue(DenseVectorFeatureType featureType, TensorData tensor)
protected NumericFeatureValue	toNumericFeatureValue(NumericFeatureType featureType, TensorData tensor)
protected TensorFeatureValue	toTensorFeatureValue(TensorFeatureType featureType, TensorData externalValue)
protected TermVectorFeatureValue	toTermVectorFeatureValue(TermVectorFeatureType featureType, TensorData tensor)

Methods inherited from class com.linkedin.feathr.common.value.AbstractFeatureFormatMapper

cannotConvertToFeatureValue, cannotConvertToFeatureValue, fromFeatureValue, toFeatureValue

Methods inherited from class java.lang.Object

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

Field Detail

INSTANCE

public static final QuinceFeatureFormatMapper INSTANCE

Method Detail

fromNumericFeatureValue

protected TensorData fromNumericFeatureValue(NumericFeatureValue featureValue)

Specified by:

fromNumericFeatureValue in class AbstractFeatureFormatMapper<TensorData>

fromBooleanFeatureValue

protected TensorData fromBooleanFeatureValue(BooleanFeatureValue featureValue)

Specified by:

fromBooleanFeatureValue in class AbstractFeatureFormatMapper<TensorData>

fromCategoricalFeatureValue

protected TensorData fromCategoricalFeatureValue(CategoricalFeatureValue featureValue)

Specified by:

fromCategoricalFeatureValue in class AbstractFeatureFormatMapper<TensorData>

fromCategoricalSetFeatureValue

protected TensorData fromCategoricalSetFeatureValue(CategoricalSetFeatureValue featureValue)

Specified by:

fromCategoricalSetFeatureValue in class AbstractFeatureFormatMapper<TensorData>

fromTermVectorFeatureValue

protected TensorData fromTermVectorFeatureValue(TermVectorFeatureValue featureValue)

Specified by:

fromTermVectorFeatureValue in class AbstractFeatureFormatMapper<TensorData>

fromDenseVectorFeatureValue

protected TensorData fromDenseVectorFeatureValue(DenseVectorFeatureValue featureValue)

Specified by:

fromDenseVectorFeatureValue in class AbstractFeatureFormatMapper<TensorData>

fromTensorFeatureValue

protected TensorData fromTensorFeatureValue(TensorFeatureValue featureValue)

Specified by:

fromTensorFeatureValue in class AbstractFeatureFormatMapper<TensorData>

toNumericFeatureValue

protected NumericFeatureValue toNumericFeatureValue(NumericFeatureType featureType,
                                                    TensorData tensor)

Specified by:

toNumericFeatureValue in class AbstractFeatureFormatMapper<TensorData>

toBooleanFeatureValue

protected BooleanFeatureValue toBooleanFeatureValue(BooleanFeatureType featureType,
                                                    TensorData tensor)

Specified by:

toBooleanFeatureValue in class AbstractFeatureFormatMapper<TensorData>

toCategoricalFeatureValue

protected CategoricalFeatureValue toCategoricalFeatureValue(CategoricalFeatureType featureType,
                                                            TensorData tensor)

Specified by:

toCategoricalFeatureValue in class AbstractFeatureFormatMapper<TensorData>

toCategoricalSetFeatureValue

protected CategoricalSetFeatureValue toCategoricalSetFeatureValue(CategoricalSetFeatureType featureType,
                                                                  TensorData tensor)

Specified by:

toCategoricalSetFeatureValue in class AbstractFeatureFormatMapper<TensorData>

toTermVectorFeatureValue

protected TermVectorFeatureValue toTermVectorFeatureValue(TermVectorFeatureType featureType,
                                                          TensorData tensor)

Specified by:

toTermVectorFeatureValue in class AbstractFeatureFormatMapper<TensorData>

toDenseVectorFeatureValue

protected DenseVectorFeatureValue toDenseVectorFeatureValue(DenseVectorFeatureType featureType,
                                                            TensorData tensor)

Specified by:

toDenseVectorFeatureValue in class AbstractFeatureFormatMapper<TensorData>

toTensorFeatureValue

protected TensorFeatureValue toTensorFeatureValue(TensorFeatureType featureType,
                                                  TensorData externalValue)

Specified by:

toTensorFeatureValue in class AbstractFeatureFormatMapper<TensorData>