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JPMML class model evaluator
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/*
* Copyright (c) 2013 KNIME.com AG, Zurich, Switzerland
* Copyright (c) 2014 Villu Ruusmann
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without modification,
* are permitted provided that the following conditions are met:
*
* 1. Redistributions of source code must retain the above copyright notice, this
* list of conditions and the following disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
* 3. Neither the name of the copyright holder nor the names of its contributors
* may be used to endorse or promote products derived from this software without
* specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
* ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
* WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR
* ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
* ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
* SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
package org.jpmml.evaluator;
import java.util.AbstractList;
import java.util.List;
import java.util.SortedMap;
import java.util.TreeMap;
import com.google.common.cache.CacheLoader;
import com.google.common.cache.LoadingCache;
import com.google.common.collect.ImmutableSortedMap;
import org.dmg.pmml.SparseArray;
import org.jpmml.model.InvalidElementException;
public class SparseArrayUtil {
private SparseArrayUtil(){
}
@SuppressWarnings("unchecked")
static
public SortedMap getContent(SparseArray sparseArray){
return (SortedMap)CacheUtil.getValue(sparseArray, SparseArrayUtil.contentCache);
}
static
public List asNumberList(SparseArray sparseArray){
SortedMap content = getContent(sparseArray);
int size;
Integer n = sparseArray.getN();
if(n != null){
size = n;
} else
{
size = content.size();
}
E defaultValue = sparseArray.getDefaultValue();
List result = new AbstractList(){
@Override
public int size(){
return size;
}
@Override
public E get(int index){
E value = content.get(index + 1);
if(value == null){
value = defaultValue;
}
return value;
}
};
return result;
}
static
public SortedMap parse(SparseArray sparseArray){
SortedMap result = new TreeMap<>();
if(!sparseArray.hasIndices() && !sparseArray.hasEntries()){
return result;
}
List indices = sparseArray.getIndices();
List entries = sparseArray.getEntries();
// "Both arrays must have the same length"
if(indices.size() != entries.size()){
throw new InvalidElementException(sparseArray);
}
Integer n = sparseArray.getN();
for(int i = 0, max = indices.size(); i < max; i++){
Integer index = indices.get(i);
E entry = entries.get(i);
if((index < 1) || (n != null && index > n)){
throw new InvalidElementException(sparseArray);
}
result.put(index, entry);
}
if(n != null && n < result.size()){
throw new InvalidElementException(sparseArray);
}
return result;
}
private static final LoadingCache, SortedMap> contentCache = CacheUtil.buildLoadingCache(new CacheLoader, SortedMap>(){
@Override
public SortedMap load(SparseArray> sparseArray){
return ImmutableSortedMap.copyOf(parse(sparseArray));
}
});
}