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org.dmg.pmml.OutputField Maven / Gradle / Ivy
package org.dmg.pmml;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import com.fasterxml.jackson.annotation.JsonProperty;
import com.fasterxml.jackson.annotation.JsonPropertyOrder;
import com.fasterxml.jackson.annotation.JsonRootName;
import com.fasterxml.jackson.annotation.JsonSubTypes;
import com.fasterxml.jackson.annotation.JsonTypeInfo;
import jakarta.xml.bind.annotation.XmlAttribute;
import jakarta.xml.bind.annotation.XmlElement;
import jakarta.xml.bind.annotation.XmlElements;
import jakarta.xml.bind.annotation.XmlEnum;
import jakarta.xml.bind.annotation.XmlEnumValue;
import jakarta.xml.bind.annotation.XmlRootElement;
import jakarta.xml.bind.annotation.XmlSchemaType;
import jakarta.xml.bind.annotation.XmlType;
import jakarta.xml.bind.annotation.adapters.XmlJavaTypeAdapter;
import org.dmg.pmml.adapters.FieldNameAdapter;
import org.dmg.pmml.adapters.IntegerAdapter;
import org.dmg.pmml.adapters.ObjectAdapter;
import org.jpmml.model.MissingAttributeException;
import org.jpmml.model.MissingElementException;
import org.jpmml.model.annotations.Optional;
import org.jpmml.model.annotations.Required;
import org.jpmml.model.annotations.ValueConstructor;
@XmlRootElement(name = "OutputField", namespace = "http://www.dmg.org/PMML-4_4")
@XmlType(name = "", propOrder = {
"extensions",
"decisions",
"expression",
"values"
})
@JsonRootName("OutputField")
@JsonPropertyOrder({
"name",
"displayName",
"opType",
"dataType",
"targetField",
"reportField",
"resultFeature",
"value",
"ruleFeature",
"algorithm",
"rank",
"rankBasis",
"rankOrder",
"isMultiValued",
"segmentId",
"finalResult",
"extensions",
"decisions",
"expression",
"values"
})
public class OutputField
extends Field
implements HasDiscreteDomain , HasExpression , HasExtensions , HasTargetFieldReference
{
@XmlAttribute(name = "name", required = true)
@XmlJavaTypeAdapter(FieldNameAdapter.class)
@JsonProperty("name")
private String name;
@XmlAttribute(name = "displayName")
@JsonProperty("displayName")
private String displayName;
@XmlAttribute(name = "optype")
@JsonProperty("optype")
private OpType opType;
@XmlAttribute(name = "dataType", required = true)
@Required((org.dmg.pmml.Version.PMML_4_3))
@JsonProperty("dataType")
private DataType dataType;
@XmlAttribute(name = "targetField")
@XmlJavaTypeAdapter(FieldNameAdapter.class)
@Optional((org.dmg.pmml.Version.PMML_3_1))
@JsonProperty("targetField")
private String targetField;
@XmlAttribute(name = "x-reportField")
@XmlJavaTypeAdapter(FieldNameAdapter.class)
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.XPMML))
@JsonProperty("x-reportField")
private String reportField;
@XmlAttribute(name = "feature")
@JsonProperty("feature")
private ResultFeature resultFeature;
@XmlAttribute(name = "value")
@XmlJavaTypeAdapter(ObjectAdapter.class)
@XmlSchemaType(name = "anySimpleType")
@JsonProperty("value")
private Object value;
@XmlAttribute(name = "ruleFeature")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_0))
@org.jpmml.model.annotations.Deprecated((org.dmg.pmml.Version.PMML_4_2))
@JsonProperty("ruleFeature")
private OutputField.RuleFeature ruleFeature;
@XmlAttribute(name = "algorithm")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_0))
@JsonProperty("algorithm")
private OutputField.Algorithm algorithm;
@XmlAttribute(name = "rank")
@XmlJavaTypeAdapter(IntegerAdapter.class)
@JsonProperty("rank")
private Integer rank;
@XmlAttribute(name = "rankBasis")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_0))
@JsonProperty("rankBasis")
private OutputField.RankBasis rankBasis;
@XmlAttribute(name = "rankOrder")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_0))
@JsonProperty("rankOrder")
private OutputField.RankOrder rankOrder;
@XmlAttribute(name = "isMultiValued")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_0))
@org.jpmml.model.annotations.Deprecated((org.dmg.pmml.Version.PMML_4_2))
@JsonProperty("isMultiValued")
private String isMultiValued;
@XmlAttribute(name = "segmentId")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_1))
@JsonProperty("segmentId")
private String segmentId;
@XmlAttribute(name = "isFinalResult")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_3))
@JsonProperty("isFinalResult")
private Boolean finalResult;
@XmlElement(name = "Extension", namespace = "http://www.dmg.org/PMML-4_4")
@JsonProperty("Extension")
private List extensions;
@XmlElement(name = "Decisions", namespace = "http://www.dmg.org/PMML-4_4")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_1))
@JsonProperty("Decisions")
private Decisions decisions;
@XmlElements({
@XmlElement(name = "Constant", namespace = "http://www.dmg.org/PMML-4_4", type = org.dmg.pmml.Constant.class),
@XmlElement(name = "FieldRef", namespace = "http://www.dmg.org/PMML-4_4", type = org.dmg.pmml.FieldRef.class),
@XmlElement(name = "NormContinuous", namespace = "http://www.dmg.org/PMML-4_4", type = org.dmg.pmml.NormContinuous.class),
@XmlElement(name = "NormDiscrete", namespace = "http://www.dmg.org/PMML-4_4", type = org.dmg.pmml.NormDiscrete.class),
@XmlElement(name = "Discretize", namespace = "http://www.dmg.org/PMML-4_4", type = org.dmg.pmml.Discretize.class),
@XmlElement(name = "MapValues", namespace = "http://www.dmg.org/PMML-4_4", type = org.dmg.pmml.MapValues.class),
@XmlElement(name = "TextIndex", namespace = "http://www.dmg.org/PMML-4_4", type = org.dmg.pmml.TextIndex.class),
@XmlElement(name = "Apply", namespace = "http://www.dmg.org/PMML-4_4", type = org.dmg.pmml.Apply.class),
@XmlElement(name = "Aggregate", namespace = "http://www.dmg.org/PMML-4_4", type = org.dmg.pmml.Aggregate.class),
@XmlElement(name = "Lag", namespace = "http://www.dmg.org/PMML-4_4", type = org.dmg.pmml.Lag.class)
})
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_1))
@JsonProperty("Expression")
@JsonTypeInfo(include = JsonTypeInfo.As.WRAPPER_OBJECT, use = JsonTypeInfo.Id.NAME)
@JsonSubTypes({
@JsonSubTypes.Type(name = "Constant", value = org.dmg.pmml.Constant.class),
@JsonSubTypes.Type(name = "FieldRef", value = org.dmg.pmml.FieldRef.class),
@JsonSubTypes.Type(name = "NormContinuous", value = org.dmg.pmml.NormContinuous.class),
@JsonSubTypes.Type(name = "NormDiscrete", value = org.dmg.pmml.NormDiscrete.class),
@JsonSubTypes.Type(name = "Discretize", value = org.dmg.pmml.Discretize.class),
@JsonSubTypes.Type(name = "MapValues", value = org.dmg.pmml.MapValues.class),
@JsonSubTypes.Type(name = "TextIndex", value = org.dmg.pmml.TextIndex.class),
@JsonSubTypes.Type(name = "Apply", value = org.dmg.pmml.Apply.class),
@JsonSubTypes.Type(name = "Aggregate", value = org.dmg.pmml.Aggregate.class),
@JsonSubTypes.Type(name = "Lag", value = org.dmg.pmml.Lag.class)
})
private Expression expression;
@XmlElement(name = "Value", namespace = "http://www.dmg.org/PMML-4_4")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_4))
@JsonProperty("Value")
private List values;
private final static Integer DEFAULT_RANK = new IntegerAdapter().unmarshal("1");
private final static Boolean DEFAULT_FINAL_RESULT = true;
private final static long serialVersionUID = 67371270L;
public OutputField() {
}
@ValueConstructor
public OutputField(
@org.jpmml.model.annotations.Property("name")
String name,
@org.jpmml.model.annotations.Property("opType")
OpType opType,
@org.jpmml.model.annotations.Property("dataType")
DataType dataType) {
this.name = name;
this.opType = opType;
this.dataType = dataType;
}
@Override
public String requireName() {
if (this.name == null) {
throw new MissingAttributeException(this, PMMLAttributes.OUTPUTFIELD_NAME);
}
return this.name;
}
@Override
public String getName() {
return name;
}
@Override
public OutputField setName(
@org.jpmml.model.annotations.Property("name")
String name) {
this.name = name;
return this;
}
@Override
public String getDisplayName() {
return displayName;
}
@Override
public OutputField setDisplayName(
@org.jpmml.model.annotations.Property("displayName")
String displayName) {
this.displayName = displayName;
return this;
}
@Override
public OpType requireOpType() {
if (this.opType == null) {
throw new MissingAttributeException(this, PMMLAttributes.OUTPUTFIELD_OPTYPE);
}
return this.opType;
}
@Override
public OpType getOpType() {
return opType;
}
@Override
public OutputField setOpType(
@org.jpmml.model.annotations.Property("opType")
OpType opType) {
this.opType = opType;
return this;
}
@Override
public DataType requireDataType() {
if (this.dataType == null) {
throw new MissingAttributeException(this, PMMLAttributes.OUTPUTFIELD_DATATYPE);
}
return this.dataType;
}
@Override
public DataType getDataType() {
return dataType;
}
@Override
public OutputField setDataType(
@org.jpmml.model.annotations.Property("dataType")
DataType dataType) {
this.dataType = dataType;
return this;
}
@Override
public String getTargetField() {
return targetField;
}
@Override
public OutputField setTargetField(
@org.jpmml.model.annotations.Property("targetField")
String targetField) {
this.targetField = targetField;
return this;
}
public String getReportField() {
return reportField;
}
public OutputField setReportField(
@org.jpmml.model.annotations.Property("reportField")
String reportField) {
this.reportField = reportField;
return this;
}
public ResultFeature getResultFeature() {
if (resultFeature == null) {
return ResultFeature.PREDICTED_VALUE;
} else {
return resultFeature;
}
}
public OutputField setResultFeature(
@org.jpmml.model.annotations.Property("resultFeature")
ResultFeature resultFeature) {
this.resultFeature = resultFeature;
return this;
}
public Object requireValue() {
if (this.value == null) {
throw new MissingAttributeException(this, PMMLAttributes.OUTPUTFIELD_VALUE);
}
return this.value;
}
public Object getValue() {
return value;
}
public OutputField setValue(
@org.jpmml.model.annotations.Property("value")
Object value) {
this.value = value;
return this;
}
public OutputField.RuleFeature getRuleFeature() {
if (ruleFeature == null) {
return OutputField.RuleFeature.CONSEQUENT;
} else {
return ruleFeature;
}
}
public OutputField setRuleFeature(
@org.jpmml.model.annotations.Property("ruleFeature")
OutputField.RuleFeature ruleFeature) {
this.ruleFeature = ruleFeature;
return this;
}
public OutputField.Algorithm getAlgorithm() {
if (algorithm == null) {
return OutputField.Algorithm.EXCLUSIVE_RECOMMENDATION;
} else {
return algorithm;
}
}
public OutputField setAlgorithm(
@org.jpmml.model.annotations.Property("algorithm")
OutputField.Algorithm algorithm) {
this.algorithm = algorithm;
return this;
}
public Integer getRank() {
if (rank == null) {
return DEFAULT_RANK;
} else {
return rank;
}
}
public OutputField setRank(
@org.jpmml.model.annotations.Property("rank")
Integer rank) {
this.rank = rank;
return this;
}
public OutputField.RankBasis getRankBasis() {
if (rankBasis == null) {
return OutputField.RankBasis.CONFIDENCE;
} else {
return rankBasis;
}
}
public OutputField setRankBasis(
@org.jpmml.model.annotations.Property("rankBasis")
OutputField.RankBasis rankBasis) {
this.rankBasis = rankBasis;
return this;
}
public OutputField.RankOrder getRankOrder() {
if (rankOrder == null) {
return OutputField.RankOrder.DESCENDING;
} else {
return rankOrder;
}
}
public OutputField setRankOrder(
@org.jpmml.model.annotations.Property("rankOrder")
OutputField.RankOrder rankOrder) {
this.rankOrder = rankOrder;
return this;
}
public String getIsMultiValued() {
if (isMultiValued == null) {
return "0";
} else {
return isMultiValued;
}
}
public OutputField setIsMultiValued(
@org.jpmml.model.annotations.Property("isMultiValued")
String isMultiValued) {
this.isMultiValued = isMultiValued;
return this;
}
public String getSegmentId() {
return segmentId;
}
public OutputField setSegmentId(
@org.jpmml.model.annotations.Property("segmentId")
String segmentId) {
this.segmentId = segmentId;
return this;
}
public boolean isFinalResult() {
if (finalResult == null) {
return DEFAULT_FINAL_RESULT;
} else {
return finalResult;
}
}
public OutputField setFinalResult(
@org.jpmml.model.annotations.Property("finalResult")
Boolean finalResult) {
this.finalResult = finalResult;
return this;
}
@Override
public boolean hasExtensions() {
return ((this.extensions!= null)&&(!this.extensions.isEmpty()));
}
@Override
public List getExtensions() {
if (extensions == null) {
extensions = new ArrayList();
}
return this.extensions;
}
@Override
public OutputField addExtensions(Extension... extensions) {
getExtensions().addAll(Arrays.asList(extensions));
return this;
}
public Decisions getDecisions() {
return decisions;
}
public OutputField setDecisions(
@org.jpmml.model.annotations.Property("decisions")
Decisions decisions) {
this.decisions = decisions;
return this;
}
@Override
public Expression requireExpression() {
if (this.expression == null) {
throw new MissingElementException(this, PMMLElements.OUTPUTFIELD_EXPRESSION);
}
return this.expression;
}
@Override
public Expression getExpression() {
return expression;
}
@Override
public OutputField setExpression(
@org.jpmml.model.annotations.Property("expression")
Expression expression) {
this.expression = expression;
return this;
}
@Override
public boolean hasValues() {
return ((this.values!= null)&&(!this.values.isEmpty()));
}
@Override
public List getValues() {
if (values == null) {
values = new ArrayList();
}
return this.values;
}
@Override
public OutputField addValues(Value... values) {
getValues().addAll(Arrays.asList(values));
return this;
}
@Override
public VisitorAction accept(Visitor visitor) {
VisitorAction status = visitor.visit(this);
if (status == VisitorAction.CONTINUE) {
visitor.pushParent(this);
if ((status == VisitorAction.CONTINUE)&&hasExtensions()) {
status = PMMLObject.traverse(visitor, getExtensions());
}
if (status == VisitorAction.CONTINUE) {
status = PMMLObject.traverse(visitor, getDecisions(), getExpression());
}
if ((status == VisitorAction.CONTINUE)&&hasValues()) {
status = PMMLObject.traverse(visitor, getValues());
}
visitor.popParent();
}
if (status == VisitorAction.TERMINATE) {
return VisitorAction.TERMINATE;
}
return VisitorAction.CONTINUE;
}
@XmlType(name = "")
@XmlEnum
public enum Algorithm
implements StringValue
{
@XmlEnumValue("recommendation")
@JsonProperty("recommendation")
RECOMMENDATION("recommendation"),
@XmlEnumValue("exclusiveRecommendation")
@JsonProperty("exclusiveRecommendation")
EXCLUSIVE_RECOMMENDATION("exclusiveRecommendation"),
@XmlEnumValue("ruleAssociation")
@JsonProperty("ruleAssociation")
RULE_ASSOCIATION("ruleAssociation");
private final String value;
Algorithm(String v) {
value = v;
}
@Override
public String value() {
return value;
}
public static OutputField.Algorithm fromValue(String v) {
for (OutputField.Algorithm c: OutputField.Algorithm.values()) {
if (c.value.equals(v)) {
return c;
}
}
throw new IllegalArgumentException(v);
}
@Override
public String toString() {
return value();
}
}
@XmlType(name = "")
@XmlEnum
public enum RankBasis
implements StringValue
{
@XmlEnumValue("confidence")
@JsonProperty("confidence")
CONFIDENCE("confidence"),
@XmlEnumValue("support")
@JsonProperty("support")
SUPPORT("support"),
@XmlEnumValue("lift")
@JsonProperty("lift")
LIFT("lift"),
@XmlEnumValue("leverage")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_1))
@JsonProperty("leverage")
LEVERAGE("leverage"),
@XmlEnumValue("affinity")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_1))
@JsonProperty("affinity")
AFFINITY("affinity");
private final String value;
RankBasis(String v) {
value = v;
}
@Override
public String value() {
return value;
}
public static OutputField.RankBasis fromValue(String v) {
for (OutputField.RankBasis c: OutputField.RankBasis.values()) {
if (c.value.equals(v)) {
return c;
}
}
throw new IllegalArgumentException(v);
}
@Override
public String toString() {
return value();
}
}
@XmlType(name = "")
@XmlEnum
public enum RankOrder
implements StringValue
{
@XmlEnumValue("descending")
@JsonProperty("descending")
DESCENDING("descending"),
@XmlEnumValue("ascending")
@JsonProperty("ascending")
ASCENDING("ascending");
private final String value;
RankOrder(String v) {
value = v;
}
@Override
public String value() {
return value;
}
public static OutputField.RankOrder fromValue(String v) {
for (OutputField.RankOrder c: OutputField.RankOrder.values()) {
if (c.value.equals(v)) {
return c;
}
}
throw new IllegalArgumentException(v);
}
@Override
public String toString() {
return value();
}
}
@XmlType(name = "")
@XmlEnum
public enum RuleFeature
implements StringValue
{
@XmlEnumValue("antecedent")
@JsonProperty("antecedent")
ANTECEDENT("antecedent"),
@XmlEnumValue("consequent")
@JsonProperty("consequent")
CONSEQUENT("consequent"),
@XmlEnumValue("rule")
@JsonProperty("rule")
RULE("rule"),
@XmlEnumValue("ruleId")
@JsonProperty("ruleId")
RULE_ID("ruleId"),
@XmlEnumValue("confidence")
@JsonProperty("confidence")
CONFIDENCE("confidence"),
@XmlEnumValue("support")
@JsonProperty("support")
SUPPORT("support"),
@XmlEnumValue("lift")
@JsonProperty("lift")
LIFT("lift"),
@XmlEnumValue("leverage")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_1))
@JsonProperty("leverage")
LEVERAGE("leverage"),
@XmlEnumValue("affinity")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_1))
@JsonProperty("affinity")
AFFINITY("affinity");
private final String value;
RuleFeature(String v) {
value = v;
}
@Override
public String value() {
return value;
}
public static OutputField.RuleFeature fromValue(String v) {
for (OutputField.RuleFeature c: OutputField.RuleFeature.values()) {
if (c.value.equals(v)) {
return c;
}
}
throw new IllegalArgumentException(v);
}
@Override
public String toString() {
return value();
}
}
}
