/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* 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,
* 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 org.apache.flink.test.javaApiOperators;
import java.io.FileNotFoundException;
import java.io.IOException;
import java.util.Collection;
import java.util.LinkedList;
import org.apache.flink.api.java.aggregation.Aggregations;
import org.apache.flink.api.java.tuple.Tuple1;
import org.apache.flink.api.java.tuple.Tuple2;
import org.apache.flink.api.java.tuple.Tuple3;
import org.apache.flink.configuration.Configuration;
import org.apache.flink.test.javaApiOperators.util.CollectionDataSets;
import org.apache.flink.test.util.JavaProgramTestBase;
import org.junit.runner.RunWith;
import org.junit.runners.Parameterized;
import org.junit.runners.Parameterized.Parameters;
import org.apache.flink.api.java.DataSet;
import org.apache.flink.api.java.ExecutionEnvironment;
@RunWith(Parameterized.class)
public class AggregateITCase extends JavaProgramTestBase {
private static int NUM_PROGRAMS = 3;
private int curProgId = config.getInteger("ProgramId", -1);
private String resultPath;
private String expectedResult;
public AggregateITCase(Configuration config) {
super(config);
}
@Override
protected void preSubmit() throws Exception {
resultPath = getTempDirPath("result");
}
@Override
protected void testProgram() throws Exception {
expectedResult = AggregateProgs.runProgram(curProgId, resultPath);
}
@Override
protected void postSubmit() throws Exception {
compareResultsByLinesInMemory(expectedResult, resultPath);
}
@Parameters
public static Collection<Object[]> getConfigurations() throws FileNotFoundException, IOException {
LinkedList<Configuration> tConfigs = new LinkedList<Configuration>();
for(int i=1; i <= NUM_PROGRAMS; i++) {
Configuration config = new Configuration();
config.setInteger("ProgramId", i);
tConfigs.add(config);
}
return toParameterList(tConfigs);
}
private static class AggregateProgs {
public static String runProgram(int progId, String resultPath) throws Exception {
switch(progId) {
case 1: {
/*
* Full Aggregate
*/
final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
DataSet<Tuple3<Integer, Long, String>> ds = CollectionDataSets.get3TupleDataSet(env);
DataSet<Tuple2<Integer, Long>> aggregateDs = ds
.aggregate(Aggregations.SUM, 0)
.and(Aggregations.MAX, 1)
.project(0, 1).types(Integer.class, Long.class);
aggregateDs.writeAsCsv(resultPath);
env.execute();
// return expected result
return "231,6\n";
}
case 2: {
/*
* Grouped Aggregate
*/
final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
DataSet<Tuple3<Integer, Long, String>> ds = CollectionDataSets.get3TupleDataSet(env);
DataSet<Tuple2<Long, Integer>> aggregateDs = ds.groupBy(1)
.aggregate(Aggregations.SUM, 0)
.project(1, 0).types(Long.class, Integer.class);
aggregateDs.writeAsCsv(resultPath);
env.execute();
// return expected result
return "1,1\n" +
"2,5\n" +
"3,15\n" +
"4,34\n" +
"5,65\n" +
"6,111\n";
}
case 3: {
/*
* Nested Aggregate
*/
final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
DataSet<Tuple3<Integer, Long, String>> ds = CollectionDataSets.get3TupleDataSet(env);
DataSet<Tuple1<Integer>> aggregateDs = ds.groupBy(1)
.aggregate(Aggregations.MIN, 0)
.aggregate(Aggregations.MIN, 0)
.project(0).types(Integer.class);
aggregateDs.writeAsCsv(resultPath);
env.execute();
// return expected result
return "1\n";
}
default:
throw new IllegalArgumentException("Invalid program id");
}
}
}
}