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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.
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package org.apache.flink.test.hadoopcompatibility.mapred;
import java.io.IOException;
import org.apache.flink.api.java.DataSet;
import org.apache.flink.api.java.ExecutionEnvironment;
import org.apache.flink.api.java.tuple.Tuple2;
import org.apache.flink.core.fs.FileSystem;
import org.apache.flink.hadoopcompatibility.mapred.HadoopMapFunction;
import org.apache.flink.test.util.MultipleProgramsTestBase;
import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapred.JobConf;
import org.apache.hadoop.mapred.Mapper;
import org.apache.hadoop.mapred.OutputCollector;
import org.apache.hadoop.mapred.Reporter;
import org.junit.Rule;
import org.junit.Test;
import org.junit.rules.TemporaryFolder;
import org.junit.runner.RunWith;
import org.junit.runners.Parameterized;
@RunWith(Parameterized.class)
public class HadoopMapFunctionITCase extends MultipleProgramsTestBase {
public HadoopMapFunctionITCase(TestExecutionMode mode){
super(mode);
}
@Rule
public TemporaryFolder tempFolder = new TemporaryFolder();
@Test
public void testNonPassingMapper() throws Exception{
final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
DataSet<Tuple2<IntWritable, Text>> ds = HadoopTestData.getKVPairDataSet(env);
DataSet<Tuple2<IntWritable, Text>> nonPassingFlatMapDs = ds.
flatMap(new HadoopMapFunction<IntWritable, Text, IntWritable, Text>(new NonPassingMapper()));
String resultPath = tempFolder.newFile().toURI().toString();
nonPassingFlatMapDs.writeAsText(resultPath, FileSystem.WriteMode.OVERWRITE);
env.execute();
compareResultsByLinesInMemory("\n", resultPath);
}
@Test
public void testDataDuplicatingMapper() throws Exception {
final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
DataSet<Tuple2<IntWritable, Text>> ds = HadoopTestData.getKVPairDataSet(env);
DataSet<Tuple2<IntWritable, Text>> duplicatingFlatMapDs = ds.
flatMap(new HadoopMapFunction<IntWritable, Text, IntWritable, Text>(new DuplicatingMapper()));
String resultPath = tempFolder.newFile().toURI().toString();
duplicatingFlatMapDs.writeAsText(resultPath, FileSystem.WriteMode.OVERWRITE);
env.execute();
String expected = "(1,Hi)\n" + "(1,HI)\n" +
"(2,Hello)\n" + "(2,HELLO)\n" +
"(3,Hello world)\n" + "(3,HELLO WORLD)\n" +
"(4,Hello world, how are you?)\n" + "(4,HELLO WORLD, HOW ARE YOU?)\n" +
"(5,I am fine.)\n" + "(5,I AM FINE.)\n" +
"(6,Luke Skywalker)\n" + "(6,LUKE SKYWALKER)\n" +
"(7,Comment#1)\n" + "(7,COMMENT#1)\n" +
"(8,Comment#2)\n" + "(8,COMMENT#2)\n" +
"(9,Comment#3)\n" + "(9,COMMENT#3)\n" +
"(10,Comment#4)\n" + "(10,COMMENT#4)\n" +
"(11,Comment#5)\n" + "(11,COMMENT#5)\n" +
"(12,Comment#6)\n" + "(12,COMMENT#6)\n" +
"(13,Comment#7)\n" + "(13,COMMENT#7)\n" +
"(14,Comment#8)\n" + "(14,COMMENT#8)\n" +
"(15,Comment#9)\n" + "(15,COMMENT#9)\n" +
"(16,Comment#10)\n" + "(16,COMMENT#10)\n" +
"(17,Comment#11)\n" + "(17,COMMENT#11)\n" +
"(18,Comment#12)\n" + "(18,COMMENT#12)\n" +
"(19,Comment#13)\n" + "(19,COMMENT#13)\n" +
"(20,Comment#14)\n" + "(20,COMMENT#14)\n" +
"(21,Comment#15)\n" + "(21,COMMENT#15)\n";
compareResultsByLinesInMemory(expected, resultPath);
}
@Test
public void testConfigurableMapper() throws Exception {
final ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
JobConf conf = new JobConf();
conf.set("my.filterPrefix", "Hello");
DataSet<Tuple2<IntWritable, Text>> ds = HadoopTestData.getKVPairDataSet(env);
DataSet<Tuple2<IntWritable, Text>> hellos = ds.
flatMap(new HadoopMapFunction<IntWritable, Text, IntWritable, Text>(new ConfigurableMapper(), conf));
String resultPath = tempFolder.newFile().toURI().toString();
hellos.writeAsText(resultPath, FileSystem.WriteMode.OVERWRITE);
env.execute();
String expected = "(2,Hello)\n" +
"(3,Hello world)\n" +
"(4,Hello world, how are you?)\n";
compareResultsByLinesInMemory(expected, resultPath);
}
public static class NonPassingMapper implements Mapper<IntWritable, Text, IntWritable, Text> {
@Override
public void map(final IntWritable k, final Text v,
final OutputCollector<IntWritable, Text> out, final Reporter r) throws IOException {
if ( v.toString().contains("bananas") ) {
out.collect(k,v);
}
}
@Override
public void configure(final JobConf arg0) { }
@Override
public void close() throws IOException { }
}
public static class DuplicatingMapper implements Mapper<IntWritable, Text, IntWritable, Text> {
@Override
public void map(final IntWritable k, final Text v,
final OutputCollector<IntWritable, Text> out, final Reporter r) throws IOException {
out.collect(k, v);
out.collect(k, new Text(v.toString().toUpperCase()));
}
@Override
public void configure(final JobConf arg0) { }
@Override
public void close() throws IOException { }
}
public static class ConfigurableMapper implements Mapper<IntWritable, Text, IntWritable, Text> {
private String filterPrefix;
@Override
public void map(IntWritable k, Text v, OutputCollector<IntWritable, Text> out, Reporter r)
throws IOException {
if(v.toString().startsWith(filterPrefix)) {
out.collect(k, v);
}
}
@Override
public void configure(JobConf c) {
filterPrefix = c.get("my.filterPrefix");
}
@Override
public void close() throws IOException { }
}
}