Package sklearn2pmml.decoration

Class Domain

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.decoration.Decorator

sklearn2pmml.decoration.Domain

All Implemented Interfaces:

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

Direct Known Subclasses:

ContinuousDomain, DiscreteDomain, TemporalDomain

public abstract class Domain
extends Decorator

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
Domain(String module, String name)

Method Summary

Modifier and Type	Method	Description
protected static List<?>	asArray(Object object)
protected static org.jpmml.converter.WildcardFeature	asWildcardFeature(org.jpmml.converter.Feature feature)
static Object	checkValue(Object object)
static org.dmg.pmml.Counts	createCounts(Map<String,?> values)
List<org.jpmml.converter.Feature>	encodeFeatures(List<org.jpmml.converter.Feature> features, SkLearnEncoder encoder)
protected static Map<String,?>	extractMap(Map<String,?> map, int index)
Map<String,?>	getCounts()
List<String>	getDisplayName()
org.jpmml.python.TypeInfo	getDType()
Object	getInvalidValueReplacement()
String	getInvalidValueTreatment()
Object	getMissingValueReplacement()
List<?>	getMissingValues()
String	getMissingValueTreatment()
Boolean	getWithData()
Boolean	getWithStatistics()
static org.dmg.pmml.InvalidValueTreatmentMethod	parseInvalidValueTreatment(String invalidValueTreatment)
static org.dmg.pmml.MissingValueTreatmentMethod	parseMissingValueTreatment(String missingValueTreatment)
protected static Number	selectValue(Map<String,?> values, String key)
protected static Number	selectValue(Map<String,?> values, String key, Number defaultValue)
protected static Object	standardizeValue(org.dmg.pmml.DataType dataType, Object value)
protected static List<?>	standardizeValues(org.dmg.pmml.DataType dataType, List<?> values)
org.dmg.pmml.DataField	updateDataField(org.dmg.pmml.DataField dataField, org.dmg.pmml.OpType opType, org.dmg.pmml.DataType dataType, SkLearnEncoder encoder)

Methods inherited from class sklearn2pmml.decoration.Decorator

getDataType, getOpType

Methods inherited from class sklearn.Transformer

checkFeatures, createFieldName, createFieldName, encode, getDType, getNumberOfFeatures, getOptionalDType, refineWildcardFeature, setPMMLName, 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

finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface sklearn2pmml.HasPMMLName

getPMMLName

Methods inherited from interface java.util.Map

equals, hashCode

Constructor Detail

Domain

public Domain(String module,
              String name)

Method Detail

encodeFeatures

public List<org.jpmml.converter.Feature> encodeFeatures(List<org.jpmml.converter.Feature> features,
                                                        SkLearnEncoder encoder)

Specified by:

encodeFeatures in class Transformer

updateDataField

public org.dmg.pmml.DataField updateDataField(org.dmg.pmml.DataField dataField,
                                              org.dmg.pmml.OpType opType,
                                              org.dmg.pmml.DataType dataType,
                                              SkLearnEncoder encoder)

Overrides:

updateDataField in class Transformer

getDType

public org.jpmml.python.TypeInfo getDType()

getMissingValueTreatment

public String getMissingValueTreatment()

getMissingValueReplacement

public Object getMissingValueReplacement()

getMissingValues

public List<?> getMissingValues()

getInvalidValueTreatment

public String getInvalidValueTreatment()

getInvalidValueReplacement

public Object getInvalidValueReplacement()

getWithData

public Boolean getWithData()

getWithStatistics

public Boolean getWithStatistics()

getDisplayName

public List<String> getDisplayName()

getCounts

public Map<String,?> getCounts()

createCounts

public static org.dmg.pmml.Counts createCounts(Map<String,?> values)

extractMap

protected static Map<String,?> extractMap(Map<String,?> map,
                                                int index)

selectValue

protected static Number selectValue(Map<String,?> values,
                                    String key)

selectValue

protected static Number selectValue(Map<String,?> values,
                                    String key,
                                    Number defaultValue)

asWildcardFeature

protected static org.jpmml.converter.WildcardFeature asWildcardFeature(org.jpmml.converter.Feature feature)

asArray

protected static List<?> asArray(Object object)

standardizeValue

protected static Object standardizeValue(org.dmg.pmml.DataType dataType,
                                         Object value)

standardizeValues

protected static List<?> standardizeValues(org.dmg.pmml.DataType dataType,
                                           List<?> values)

checkValue

public static Object checkValue(Object object)

parseMissingValueTreatment

public static org.dmg.pmml.MissingValueTreatmentMethod parseMissingValueTreatment(String missingValueTreatment)

parseInvalidValueTreatment

public static org.dmg.pmml.InvalidValueTreatmentMethod parseInvalidValueTreatment(String invalidValueTreatment)