/*
* Copyright [2012-2014] PayPal Software Foundation
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package ml.shifu.shifu.actor;
import akka.actor.*;
import ml.shifu.shifu.container.obj.ColumnConfig;
import ml.shifu.shifu.container.obj.ModelConfig;
import ml.shifu.shifu.container.obj.RawSourceData.SourceType;
import ml.shifu.shifu.fs.ShifuFileUtils;
import ml.shifu.shifu.message.AkkaActorInputMessage;
import ml.shifu.shifu.util.CommonUtils;
import org.apache.commons.io.FileUtils;
import org.testng.Assert;
import org.testng.annotations.AfterClass;
import org.testng.annotations.BeforeClass;
import org.testng.annotations.Test;
import java.io.File;
import java.io.IOException;
import java.util.List;
import java.util.Scanner;
/**
* NormalizeDataActorTest class
*/
public class NormalizeDataActorTest {
private ModelConfig modelConfig;
private List<ColumnConfig> columnConfigList;
private ActorSystem actorSystem;
@BeforeClass
public void setUp() throws IOException {
modelConfig = CommonUtils.loadModelConfig("src/test/resources/example/cancer-judgement/ModelStore/ModelSet1/ModelConfig.json", SourceType.LOCAL);
columnConfigList = CommonUtils.loadColumnConfigList("src/test/resources/example/cancer-judgement/ModelStore/ModelSet1/ColumnConfig.json", SourceType.LOCAL);
actorSystem = ActorSystem.create("shifuActorSystem");
}
@Test
public void testActor() throws IOException, InterruptedException {
File tmpDir = new File("./tmp");
if (tmpDir.isDirectory()) {
FileUtils.deleteDirectory(tmpDir);
}
FileUtils.forceMkdir(tmpDir);
ActorRef normalizeRef = actorSystem.actorOf(new Props(new UntypedActorFactory() {
private static final long serialVersionUID = 6777309320338075269L;
public UntypedActor create() throws IOException {
return new NormalizeDataActor(modelConfig, columnConfigList, new AkkaExecStatus(true));
}
}), "normalize-calculator");
List<Scanner> scanners = ShifuFileUtils.getDataScanners("src/test/resources/example/cancer-judgement/DataStore/DataSet1", SourceType.LOCAL);
normalizeRef.tell(new AkkaActorInputMessage(scanners), normalizeRef);
while (!normalizeRef.isTerminated()) {
Thread.sleep(5000);
}
File outputFile = new File("./tmp/NormalizedData");
Assert.assertTrue(outputFile.exists());
for (Scanner scanner : scanners) {
scanner.close();
}
}
@AfterClass
public void delete() throws IOException {
FileUtils.deleteDirectory(new File("./tmp"));
}
}