/*
* Copyright (c) 2016 Villu Ruusmann
*
* This file is part of JPMML-SkLearn
*
* JPMML-SkLearn is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* JPMML-SkLearn is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License
* along with JPMML-SkLearn. If not, see <http://www.gnu.org/licenses/>.
*/
package sklearn;
import java.util.HashSet;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.Set;
import com.google.common.base.Function;
import com.google.common.collect.Iterables;
import com.google.common.collect.Lists;
import org.dmg.pmml.DataType;
public class TypeUtil {
private TypeUtil(){
}
static
public DataType getDataType(List<?> objects, DataType defaultDataType){
Function<Object, Class<?>> function = new Function<Object, Class<?>>(){
@Override
public Class<?> apply(Object object){
return object.getClass();
}
};
Set<Class<?>> clazzes = new HashSet<>(Lists.transform(objects, function));
Class<?> clazz = Iterables.getOnlyElement(clazzes);
DataType dataType = TypeUtil.dataTypes.get(clazz);
if(dataType != null){
return dataType;
}
return defaultDataType;
}
private static final Map<Class<?>, DataType> dataTypes = new LinkedHashMap<>();
static {
dataTypes.put(Boolean.class, DataType.BOOLEAN);
dataTypes.put(Byte.class, DataType.INTEGER);
dataTypes.put(Short.class, DataType.INTEGER);
dataTypes.put(Integer.class, DataType.INTEGER);
dataTypes.put(Long.class, DataType.INTEGER);
dataTypes.put(Float.class, DataType.FLOAT);
dataTypes.put(Double.class, DataType.DOUBLE);
}
}