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org.dmg.pmml.MiningField Maven / Gradle / Ivy
package org.dmg.pmml;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import javax.xml.bind.annotation.XmlAccessType;
import javax.xml.bind.annotation.XmlAccessorType;
import javax.xml.bind.annotation.XmlAttribute;
import javax.xml.bind.annotation.XmlElement;
import javax.xml.bind.annotation.XmlEnum;
import javax.xml.bind.annotation.XmlEnumValue;
import javax.xml.bind.annotation.XmlRootElement;
import javax.xml.bind.annotation.XmlSchemaType;
import javax.xml.bind.annotation.XmlType;
import javax.xml.bind.annotation.adapters.XmlJavaTypeAdapter;
import com.fasterxml.jackson.annotation.JsonAutoDetect;
import com.fasterxml.jackson.annotation.JsonInclude;
import com.fasterxml.jackson.annotation.JsonProperty;
import com.fasterxml.jackson.annotation.JsonPropertyOrder;
import org.dmg.pmml.adapters.FieldNameAdapter;
import org.dmg.pmml.adapters.NumberAdapter;
import org.dmg.pmml.adapters.ObjectAdapter;
import org.jpmml.model.annotations.Deprecated;
import org.jpmml.model.annotations.ValueConstructor;
@XmlAccessorType(XmlAccessType.FIELD)
@XmlType(name = "", propOrder = {
"extensions"
})
@XmlRootElement(name = "MiningField", namespace = "http://www.dmg.org/PMML-4_3")
@JsonAutoDetect(fieldVisibility = JsonAutoDetect.Visibility.ANY, getterVisibility = JsonAutoDetect.Visibility.NONE, isGetterVisibility = JsonAutoDetect.Visibility.NONE, setterVisibility = JsonAutoDetect.Visibility.NONE)
@JsonInclude(JsonInclude.Include.NON_EMPTY)
@JsonPropertyOrder({
"name",
"usageType",
"opType",
"importance",
"outlierTreatment",
"lowValue",
"highValue",
"missingValueReplacement",
"missingValueTreatment",
"invalidValueReplacement",
"invalidValueTreatment",
"extensions"
})
public class MiningField
extends org.dmg.pmml.PMMLObject
implements HasExtensions , HasOpType , Indexable
{
@XmlAttribute(name = "name", required = true)
@XmlJavaTypeAdapter(FieldNameAdapter.class)
@JsonProperty("name")
private org.dmg.pmml.FieldName name;
@XmlAttribute(name = "usageType")
@JsonProperty("usageType")
private MiningField.UsageType usageType;
@XmlAttribute(name = "optype")
@JsonProperty("optype")
private OpType opType;
@XmlAttribute(name = "importance")
@XmlJavaTypeAdapter(NumberAdapter.class)
@JsonProperty("importance")
private Number importance;
@XmlAttribute(name = "outliers")
@JsonProperty("outliers")
private OutlierTreatmentMethod outlierTreatment;
@XmlAttribute(name = "lowValue")
@XmlJavaTypeAdapter(NumberAdapter.class)
@JsonProperty("lowValue")
private Number lowValue;
@XmlAttribute(name = "highValue")
@XmlJavaTypeAdapter(NumberAdapter.class)
@JsonProperty("highValue")
private Number highValue;
@XmlAttribute(name = "missingValueReplacement")
@XmlJavaTypeAdapter(ObjectAdapter.class)
@XmlSchemaType(name = "anySimpleType")
@JsonProperty("missingValueReplacement")
private Object missingValueReplacement;
@XmlAttribute(name = "missingValueTreatment")
@JsonProperty("missingValueTreatment")
private MissingValueTreatmentMethod missingValueTreatment;
@XmlAttribute(name = "x-invalidValueReplacement")
@XmlJavaTypeAdapter(ObjectAdapter.class)
@XmlSchemaType(name = "anySimpleType")
@org.jpmml.model.annotations.Extension
@JsonProperty("x-invalidValueReplacement")
private Object invalidValueReplacement;
@XmlAttribute(name = "invalidValueTreatment")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_3_1))
@JsonProperty("invalidValueTreatment")
private InvalidValueTreatmentMethod invalidValueTreatment;
@XmlElement(name = "Extension", namespace = "http://www.dmg.org/PMML-4_3")
@JsonProperty("Extension")
private List extensions;
private final static long serialVersionUID = 67305489L;
public MiningField() {
}
@ValueConstructor
public MiningField(
@org.jpmml.model.annotations.Property("name")
org.dmg.pmml.FieldName name) {
this.name = name;
}
@Override
public org.dmg.pmml.FieldName getKey() {
return getName();
}
public org.dmg.pmml.FieldName getName() {
return name;
}
public MiningField setName(
@org.jpmml.model.annotations.Property("name")
org.dmg.pmml.FieldName name) {
this.name = name;
return this;
}
public MiningField.UsageType getUsageType() {
if (usageType == null) {
return MiningField.UsageType.ACTIVE;
} else {
return usageType;
}
}
public MiningField setUsageType(
@org.jpmml.model.annotations.Property("usageType")
MiningField.UsageType usageType) {
this.usageType = usageType;
return this;
}
@Override
public OpType getOpType() {
return opType;
}
@Override
public MiningField setOpType(
@org.jpmml.model.annotations.Property("opType")
OpType opType) {
this.opType = opType;
return this;
}
public Number getImportance() {
return importance;
}
public MiningField setImportance(
@org.jpmml.model.annotations.Property("importance")
Number importance) {
this.importance = importance;
return this;
}
public OutlierTreatmentMethod getOutlierTreatment() {
if (outlierTreatment == null) {
return OutlierTreatmentMethod.AS_IS;
} else {
return outlierTreatment;
}
}
public MiningField setOutlierTreatment(
@org.jpmml.model.annotations.Property("outlierTreatment")
OutlierTreatmentMethod outlierTreatment) {
this.outlierTreatment = outlierTreatment;
return this;
}
public Number getLowValue() {
return lowValue;
}
public MiningField setLowValue(
@org.jpmml.model.annotations.Property("lowValue")
Number lowValue) {
this.lowValue = lowValue;
return this;
}
public Number getHighValue() {
return highValue;
}
public MiningField setHighValue(
@org.jpmml.model.annotations.Property("highValue")
Number highValue) {
this.highValue = highValue;
return this;
}
public Object getMissingValueReplacement() {
return missingValueReplacement;
}
public MiningField setMissingValueReplacement(
@org.jpmml.model.annotations.Property("missingValueReplacement")
Object missingValueReplacement) {
this.missingValueReplacement = missingValueReplacement;
return this;
}
public MissingValueTreatmentMethod getMissingValueTreatment() {
return missingValueTreatment;
}
public MiningField setMissingValueTreatment(
@org.jpmml.model.annotations.Property("missingValueTreatment")
MissingValueTreatmentMethod missingValueTreatment) {
this.missingValueTreatment = missingValueTreatment;
return this;
}
public Object getInvalidValueReplacement() {
return invalidValueReplacement;
}
public MiningField setInvalidValueReplacement(
@org.jpmml.model.annotations.Property("invalidValueReplacement")
Object invalidValueReplacement) {
this.invalidValueReplacement = invalidValueReplacement;
return this;
}
public InvalidValueTreatmentMethod getInvalidValueTreatment() {
if (invalidValueTreatment == null) {
return InvalidValueTreatmentMethod.RETURN_INVALID;
} else {
return invalidValueTreatment;
}
}
public MiningField setInvalidValueTreatment(
@org.jpmml.model.annotations.Property("invalidValueTreatment")
InvalidValueTreatmentMethod invalidValueTreatment) {
this.invalidValueTreatment = invalidValueTreatment;
return this;
}
@Override
public boolean hasExtensions() {
return ((this.extensions!= null)&&(this.extensions.size()> 0));
}
@Override
public List getExtensions() {
if (extensions == null) {
extensions = new ArrayList();
}
return this.extensions;
}
@Override
public MiningField addExtensions(org.dmg.pmml.Extension... extensions) {
getExtensions().addAll(Arrays.asList(extensions));
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 = org.dmg.pmml.PMMLObject.traverse(visitor, getExtensions());
}
visitor.popParent();
}
if (status == VisitorAction.TERMINATE) {
return VisitorAction.TERMINATE;
}
return VisitorAction.CONTINUE;
}
@XmlType(name = "")
@XmlEnum
public enum UsageType
implements StringValue
{
@XmlEnumValue("active")
@JsonProperty("active")
ACTIVE("active"),
@XmlEnumValue("predicted")
@Deprecated((org.dmg.pmml.Version.PMML_4_2))
@JsonProperty("predicted")
PREDICTED("predicted"),
@XmlEnumValue("target")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_2))
@JsonProperty("target")
TARGET("target"),
@XmlEnumValue("supplementary")
@JsonProperty("supplementary")
SUPPLEMENTARY("supplementary"),
@XmlEnumValue("group")
@JsonProperty("group")
GROUP("group"),
@XmlEnumValue("order")
@JsonProperty("order")
ORDER("order"),
@XmlEnumValue("frequencyWeight")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_0))
@JsonProperty("frequencyWeight")
FREQUENCY_WEIGHT("frequencyWeight"),
@XmlEnumValue("analysisWeight")
@org.jpmml.model.annotations.Added((org.dmg.pmml.Version.PMML_4_0))
@JsonProperty("analysisWeight")
ANALYSIS_WEIGHT("analysisWeight");
private final String value;
UsageType(String v) {
value = v;
}
@Override
public String value() {
return value;
}
public static MiningField.UsageType fromValue(String v) {
for (MiningField.UsageType c: MiningField.UsageType.values()) {
if (c.value.equals(v)) {
return c;
}
}
throw new IllegalArgumentException(v);
}
@Override
public String toString() {
return value();
}
}
}
