/**
* Creates attribute meta data that represents the attribute that will be generated for the
* provided arguments.
*
* @return the {@link AttributeMetaData} for the provided arguments
*/
public static AttributeMetaData generateAttributeMetaData(
ExampleSet exampleSet, String name, ExpressionType expressionType) {
AttributeMetaData newAttribute = null;
Attribute existingAtt = exampleSet.getAttributes().get(name);
int ontology = expressionType.getAttributeType();
if (ontology == Ontology.BINOMINAL) {
newAttribute = new AttributeMetaData(name, Ontology.BINOMINAL);
HashSet<String> values = new HashSet<>();
values.add("false");
values.add("true");
newAttribute.setValueSet(values, SetRelation.EQUAL);
} else {
newAttribute = new AttributeMetaData(name, ontology);
}
// restore role if attribute existed already
if (existingAtt != null) {
newAttribute.setRole(exampleSet.getAttributes().getRole(existingAtt).getSpecialName());
}
return newAttribute;
}
@Override
protected MetaData modifyMetaData(ExampleSetMetaData metaData) {
try {
AttributeMetaData amd1 =
metaData.getAttributeByName(getParameterAsString(PARAMETER_FIRST_ATTRIBUTE));
AttributeMetaData amd2 =
metaData.getAttributeByName(getParameterAsString(PARAMETER_SECOND_ATTRIBUTE));
if (amd1 != null && amd2 != null) {
String role1 = amd1.getRole();
amd1.setRole(amd2.getRole());
amd2.setRole(role1);
}
} catch (UndefinedParameterError e) {
}
return metaData;
}
/**
* Subclasses might override this method to define the meta data transformation performed by this
* operator. The default implementation takes all attributes specified by the {@link
* AttributeSubsetSelector} and passes them to {@link #modifyAttributeMetaData(ExampleSetMetaData,
* AttributeMetaData)} and replaces them accordingly.
*
* @throws UndefinedParameterError
*/
@Override
protected ExampleSetMetaData modifyMetaData(ExampleSetMetaData exampleSetMetaData)
throws UndefinedParameterError {
ExampleSetMetaData subsetMetaData =
attributeSelector.getMetaDataSubset(exampleSetMetaData, isSupportingAttributeRoles());
checkSelectedSubsetMetaData(subsetMetaData);
for (AttributeMetaData amd : subsetMetaData.getAllAttributes()) {
Collection<AttributeMetaData> replacement = null;
replacement = modifyAttributeMetaData(exampleSetMetaData, amd);
if (replacement != null) {
if (replacement.size() == 1) {
AttributeMetaData replacementAttribute = replacement.iterator().next();
replacementAttribute.setRole(
exampleSetMetaData.getAttributeByName(amd.getName()).getRole());
}
exampleSetMetaData.removeAttribute(amd);
exampleSetMetaData.addAllAttributes(replacement);
}
}
return exampleSetMetaData;
}