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* 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.recordJobTests;
import java.io.Serializable;
import java.util.Collection;
import java.util.Iterator;
import org.apache.flink.api.common.Plan;
import org.apache.flink.api.common.operators.Order;
import org.apache.flink.api.common.operators.Ordering;
import org.apache.flink.api.java.record.functions.ReduceFunction;
import org.apache.flink.api.java.record.io.CsvInputFormat;
import org.apache.flink.api.java.record.io.CsvOutputFormat;
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.configuration.Configuration;
import org.apache.flink.test.util.RecordAPITestBase;
import org.apache.flink.types.IntValue;
import org.apache.flink.types.Record;
import org.apache.flink.util.Collector;
import org.junit.runner.RunWith;
import org.junit.runners.Parameterized;
import org.junit.runners.Parameterized.Parameters;
@RunWith(Parameterized.class)
public class GroupOrderReduceITCase extends RecordAPITestBase {
private static final String INPUT = "1,3\n" + "2,1\n" + "5,1\n" + "3,1\n" + "1,8\n" + "1,9\n" +
"1,2\n" + "2,3\n" + "7,1\n" + "4,2\n" + "2,7\n" + "2,8\n" +
"1,1\n" + "2,7\n" + "5,4\n" + "4,3\n" + "3,6\n" + "3,7\n" +
"1,3\n" + "2,4\n" + "7,1\n" + "5,3\n" + "4,5\n" + "4,6\n" +
"1,4\n" + "3,9\n" + "8,5\n" + "5,3\n" + "5,4\n" + "5,5\n" +
"1,7\n" + "3,9\n" + "9,3\n" + "6,2\n" + "6,3\n" + "6,4\n" +
"1,8\n" + "3,8\n" + "8,7\n" + "6,2\n" + "7,2\n" + "7,3\n" +
"1,1\n" + "3,7\n" + "9,2\n" + "7,1\n" + "8,1\n" + "8,2\n" +
"1,2\n" + "2,6\n" + "8,7\n" + "7,1\n" + "9,1\n" + "9,1\n" +
"1,1\n" + "2,5\n" + "9,5\n" + "8,2\n" + "10,2\n" + "10,1\n" +
"1,1\n" + "2,6\n" + "2,7\n" + "8,3\n" + "11,3\n" + "11,2\n" +
"1,2\n" + "2,7\n" + "4,2\n" + "9,4\n" + "12,8\n" + "12,3\n" +
"1,2\n" + "4,8\n" + "1,7\n" + "9,5\n" + "13,9\n" + "13,4\n" +
"1,3\n" + "4,2\n" + "3,2\n" + "9,6\n" + "14,7\n" + "14,5\n";
protected String textPath;
protected String resultPath;
public GroupOrderReduceITCase(Configuration config) {
super(config);
setTaskManagerNumSlots(DOP);
}
@Override
protected void preSubmit() throws Exception {
textPath = createTempFile("pairs.csv", INPUT);
resultPath = getTempDirPath("result");
}
@Override
protected Plan getTestJob() {
int dop = this.config.getInteger("GroupOrderTest#NumSubtasks", 1);
@SuppressWarnings("unchecked")
CsvInputFormat format = new CsvInputFormat(',', IntValue.class, IntValue.class);
FileDataSource source = new FileDataSource(format, this.textPath, "Source");
ReduceOperator reducer = ReduceOperator.builder(CheckingReducer.class)
.keyField(IntValue.class, 0)
.input(source)
.name("Ordered Reducer")
.build();
reducer.setGroupOrder(new Ordering(1, IntValue.class, Order.ASCENDING));
FileDataSink sink = new FileDataSink(CsvOutputFormat.class, this.resultPath, reducer, "Sink");
CsvOutputFormat.configureRecordFormat(sink)
.recordDelimiter('\n')
.fieldDelimiter(',')
.field(IntValue.class, 0)
.field(IntValue.class, 1);
Plan p = new Plan(sink);
p.setDefaultParallelism(dop);
return p;
}
@Override
protected void postSubmit() throws Exception {
}
@Parameters
public static Collection<Object[]> getConfigurations() {
Configuration config = new Configuration();
config.setInteger("GroupOrderTest#NumSubtasks", DOP);
return toParameterList(config);
}
public static final class CheckingReducer extends ReduceFunction implements Serializable {
private static final long serialVersionUID = 1L;
@Override
public void reduce(Iterator<Record> records, Collector<Record> out) throws Exception {
int lastValue = records.next().getField(1, IntValue.class).getValue();
while (records.hasNext()) {
int nextValue = records.next().getField(1, IntValue.class).getValue();
if (nextValue < lastValue) {
throw new Exception("Group Order is violated!");
}
lastValue = nextValue;
}
}
}
}