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* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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,
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package org.apache.flink.test.iterative;
import java.io.Serializable;
import java.util.Iterator;
import org.apache.flink.api.common.Plan;
import org.apache.flink.api.java.record.functions.ReduceFunction;
import org.apache.flink.api.java.record.io.CsvOutputFormat;
import org.apache.flink.api.java.record.io.TextInputFormat;
import org.apache.flink.api.java.record.operators.BulkIteration;
import org.apache.flink.api.java.record.operators.FileDataSink;
import org.apache.flink.api.java.record.operators.FileDataSource;
import org.apache.flink.api.java.record.operators.ReduceOperator;
import org.apache.flink.test.util.RecordAPITestBase;
import org.apache.flink.types.Record;
import org.apache.flink.types.StringValue;
import org.apache.flink.util.Collector;
import org.junit.Assert;
@SuppressWarnings("deprecation")
public class IterationWithAllReducerITCase extends RecordAPITestBase {
private static final String INPUT = "1\n" + "1\n" + "1\n" + "1\n" + "1\n" + "1\n" + "1\n" + "1\n";
private static final String EXPECTED = "1\n";
protected String dataPath;
protected String resultPath;
public IterationWithAllReducerITCase(){
setTaskManagerNumSlots(4);
}
@Override
protected void preSubmit() throws Exception {
dataPath = createTempFile("datapoints.txt", INPUT);
resultPath = getTempFilePath("result");
}
@Override
protected void postSubmit() throws Exception {
compareResultsByLinesInMemory(EXPECTED, resultPath);
}
@Override
protected Plan getTestJob() {
Plan plan = getTestPlanPlan(DOP, dataPath, resultPath);
return plan;
}
private static Plan getTestPlanPlan(int numSubTasks, String input, String output) {
FileDataSource initialInput = new FileDataSource(TextInputFormat.class, input, "input");
BulkIteration iteration = new BulkIteration("Loop");
iteration.setInput(initialInput);
iteration.setMaximumNumberOfIterations(5);
Assert.assertTrue(iteration.getMaximumNumberOfIterations() > 1);
ReduceOperator sumReduce = ReduceOperator.builder(new PickOneReducer())
.input(iteration.getPartialSolution())
.name("Compute sum (Reduce)")
.build();
iteration.setNextPartialSolution(sumReduce);
FileDataSink finalResult = new FileDataSink(CsvOutputFormat.class, output, iteration, "Output");
CsvOutputFormat.configureRecordFormat(finalResult)
.recordDelimiter('\n')
.fieldDelimiter(' ')
.field(StringValue.class, 0);
Plan plan = new Plan(finalResult, "Iteration with AllReducer (keyless Reducer)");
plan.setDefaultParallelism(numSubTasks);
Assert.assertTrue(plan.getDefaultParallelism() > 1);
return plan;
}
public static final class PickOneReducer extends ReduceFunction implements Serializable {
private static final long serialVersionUID = 1L;
@Override
public void reduce(Iterator<Record> it, Collector<Record> out) {
out.collect(it.next());
}
}
}