Examples with DATA_TYPE org.kie.pmml.api.enums.DATA_TYPE used on opensource projects

Example 36 with DATA_TYPE

use of org.kie.pmml.api.enums.DATA_TYPE in project drools by kiegroup.

the class ModelUtils method convertToKieMiningField.

/**
 * Return a <code>org.kie.pmml.api.models.MiningField</code> out of a <code>org.dmg.pmml.MiningField</code> and
 * relative <code>org.dmg.pmml.DataField</code> ones
 * @param toConvert
 * @param field
 * @return
 */
public static org.kie.pmml.api.models.MiningField convertToKieMiningField(final MiningField toConvert, final Field<?> field) {
    final String name = toConvert.getName() != null ? toConvert.getName().getValue() : null;
    final FIELD_USAGE_TYPE fieldUsageType = toConvert.getUsageType() != null ? FIELD_USAGE_TYPE.byName(toConvert.getUsageType().value()) : null;
    final OP_TYPE opType = toConvert.getOpType() != null ? OP_TYPE.byName(toConvert.getOpType().value()) : null;
    final DATA_TYPE dataType = field.getDataType() != null ? DATA_TYPE.byName(field.getDataType().value()) : null;
    final MISSING_VALUE_TREATMENT_METHOD missingValueTreatmentMethod = toConvert.getMissingValueTreatment() != null ? MISSING_VALUE_TREATMENT_METHOD.byName(toConvert.getMissingValueTreatment().value()) : null;
    final INVALID_VALUE_TREATMENT_METHOD invalidValueTreatmentMethod = toConvert.getInvalidValueTreatment() != null ? INVALID_VALUE_TREATMENT_METHOD.byName(toConvert.getInvalidValueTreatment().value()) : null;
    final String missingValueReplacement = toConvert.getMissingValueReplacement() != null ? toConvert.getMissingValueReplacement().toString() : null;
    final String invalidValueReplacement = toConvert.getInvalidValueReplacement() != null ? toConvert.getInvalidValueReplacement().toString() : null;
    final List<String> allowedValues = field instanceof DataField ? convertDataFieldValues(((DataField) field).getValues()) : Collections.emptyList();
    final List<org.kie.pmml.api.models.Interval> intervals = field instanceof DataField ? convertDataFieldIntervals(((DataField) field).getIntervals()) : Collections.emptyList();
    return new org.kie.pmml.api.models.MiningField(name, fieldUsageType, opType, dataType, missingValueTreatmentMethod, invalidValueTreatmentMethod, missingValueReplacement, invalidValueReplacement, allowedValues, intervals);
}