Package sklearn2pmml.preprocessing

Class TypeTransformer

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

org.jpmml.python.PythonObject

sklearn.Step

sklearn.Transformer

sklearn2pmml.preprocessing.TypeTransformer

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, HasNumberOfFeatures, HasType, HasPMMLName<Transformer>

Direct Known Subclasses:

CastTransformer, MultiCastTransformer

public abstract class TypeTransformer
extends Transformer

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class java.util.AbstractMap

AbstractMap.SimpleEntry<K extends Object,V extends Object>, AbstractMap.SimpleImmutableEntry<K extends Object,V extends Object>

Nested classes/interfaces inherited from interface java.util.Map

Map.Entry<K extends Object,V extends Object>

Field Summary

Fields inherited from interface sklearn.HasNumberOfFeatures

UNKNOWN

Constructor Summary

Constructors

Constructor	Description
TypeTransformer(String module, String name)

Method Summary

Modifier and Type	Method	Description
org.jpmml.converter.Feature	refineFeature(org.jpmml.converter.Feature feature, org.dmg.pmml.OpType opType, org.dmg.pmml.DataType dataType, SkLearnEncoder encoder)
org.jpmml.converter.Feature	refineFeature(org.jpmml.converter.Feature feature, org.jpmml.python.TypeInfo dtype, SkLearnEncoder encoder)

Methods inherited from class sklearn.Transformer

checkFeatures, createFieldName, createFieldName, encode, encodeFeatures, getDataType, getDType, getDTypeList, getNumberOfFeatures, getOptionalDType, getOpType, refineWildcardFeature, setPMMLName, updateDataField, updateFeatures

Methods inherited from class sklearn.Step

checkSkLearnVersion, checkVersion, getFeatureNamesIn, getPMMLName, getSkLearnVersion

Methods inherited from class org.jpmml.python.PythonObject

containsKey, delattr, get, get, getArray, getArray, getArray, getArrayList, getArrayList, getArrayShape, getArrayShape, getattr, getattr, getBoolean, getBooleanArray, getClassName, getDict, getEnum, getEnumList, getIdentifiable, getInteger, getIntegerArray, getList, getList, getListLike, getListLike, getNumber, getNumberArray, getObject, getObjectArray, getObjectList, getOptional, getOptionalBoolean, getOptionalBoolean, getOptionalDict, getOptionalEnum, getOptionalIdentifiable, getOptionalInteger, getOptionalNumber, getOptionalObject, getOptionalScalar, getOptionalString, getOptionalTuple, getPythonModule, getPythonName, getScalar, getString, getStringArray, getStringList, getTuple, getTupleList, hasattr, put, putAll, remove, setattr, setClassName, update

Methods inherited from class net.razorvine.pickle.objects.ClassDict

__setstate__

Methods inherited from class java.util.HashMap

clear, clone, compute, computeIfAbsent, computeIfPresent, containsValue, entrySet, forEach, getOrDefault, isEmpty, keySet, merge, putIfAbsent, remove, replace, replace, replaceAll, size, values

Methods inherited from class java.util.AbstractMap

equals, hashCode, toString

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface sklearn2pmml.HasPMMLName

getPMMLName

Methods inherited from interface java.util.Map

equals, hashCode

Constructor Detail

TypeTransformer

public TypeTransformer(String module,
                       String name)

Method Detail

refineFeature

public org.jpmml.converter.Feature refineFeature(org.jpmml.converter.Feature feature,
                                                 org.jpmml.python.TypeInfo dtype,
                                                 SkLearnEncoder encoder)

refineFeature

public org.jpmml.converter.Feature refineFeature(org.jpmml.converter.Feature feature,
                                                 org.dmg.pmml.OpType opType,
                                                 org.dmg.pmml.DataType dataType,
                                                 SkLearnEncoder encoder)