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JPMML class model evaluator batch testing harness
/*
* Copyright (c) 2015 Villu Ruusmann
*
* This file is part of JPMML-Evaluator
*
* JPMML-Evaluator 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-Evaluator 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-Evaluator. If not, see .
*/
package org.jpmml.evaluator;
import java.io.IOException;
import java.io.InputStream;
import java.io.ObjectOutputStream;
import com.google.common.io.ByteStreams;
import org.dmg.pmml.PMML;
import org.jpmml.model.visitors.LocatorTransformer;
abstract
public class IntegrationTestBatch extends ArchiveBatch {
private Evaluator evaluator = null;
public IntegrationTestBatch(String name, String dataset){
super(name, dataset);
}
abstract
public IntegrationTest getIntegrationTest();
@Override
public InputStream open(String path){
IntegrationTest integrationTest = getIntegrationTest();
Class extends IntegrationTest> clazz = integrationTest.getClass();
return clazz.getResourceAsStream(path);
}
@Override
public PMML getPMML() throws Exception {
PMML pmml = super.getPMML();
LocatorTransformer locatorTransformer = new LocatorTransformer();
locatorTransformer.applyTo(pmml);
return pmml;
}
@Override
public Evaluator getEvaluator() throws Exception {
if(this.evaluator == null){
Evaluator evaluator = super.getEvaluator();
ensureSerializability(evaluator);
this.evaluator = evaluator;
}
return this.evaluator;
}
@Override
public void close() throws Exception {
if(this.evaluator != null){
try {
ensureSerializability(this.evaluator);
} finally {
this.evaluator = null;
}
}
}
static
private void ensureSerializability(Evaluator evaluator) throws IOException {
try(ObjectOutputStream oos = new ObjectOutputStream(ByteStreams.nullOutputStream())){
oos.writeObject(evaluator);
}
}
}
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