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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.formats.sequencefile;
import org.apache.flink.api.common.functions.MapFunction;
import org.apache.flink.api.common.typeinfo.TypeHint;
import org.apache.flink.api.common.typeinfo.TypeInformation;
import org.apache.flink.api.java.tuple.Tuple2;
import org.apache.flink.core.fs.Path;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.streaming.api.functions.sink.filesystem.StreamingFileSink;
import org.apache.flink.streaming.util.FiniteTestSource;
import org.apache.flink.test.util.AbstractTestBase;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.SequenceFile;
import org.apache.hadoop.io.Text;
import org.junit.Test;
import java.io.File;
import java.io.IOException;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertNotNull;
import static org.junit.Assert.assertTrue;
/**
* Integration test case for writing bulk encoded files with the
* {@link StreamingFileSink} with SequenceFile.
*/
public class SequenceStreamingFileSinkITCase extends AbstractTestBase {
private final Configuration configuration = new Configuration();
private final List<Tuple2<Long, String>> testData = Arrays.asList(
new Tuple2<>(1L, "a"),
new Tuple2<>(2L, "b"),
new Tuple2<>(3L, "c")
);
@Test
public void testWriteSequenceFile() throws Exception {
final File folder = TEMPORARY_FOLDER.newFolder();
final Path testPath = Path.fromLocalFile(folder);
final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
env.setParallelism(1);
env.enableCheckpointing(100);
DataStream<Tuple2<Long, String>> stream = env.addSource(
new FiniteTestSource<>(testData),
TypeInformation.of(new TypeHint<Tuple2<Long, String>>() {
})
);
stream.map(new MapFunction<Tuple2<Long, String>, Tuple2<LongWritable, Text>>() {
@Override
public Tuple2<LongWritable, Text> map(Tuple2<Long, String> value) throws Exception {
return new Tuple2<>(new LongWritable(value.f0), new Text(value.f1));
}
}).addSink(
StreamingFileSink.forBulkFormat(
testPath,
new SequenceFileWriterFactory<>(configuration, LongWritable.class, Text.class, "BZip2")
).build());
env.execute();
validateResults(folder, testData);
}
private List<Tuple2<Long, String>> readSequenceFile(File file) throws IOException {
SequenceFile.Reader reader = new SequenceFile.Reader(
configuration, SequenceFile.Reader.file(new org.apache.hadoop.fs.Path(file.toURI())));
LongWritable key = new LongWritable();
Text val = new Text();
ArrayList<Tuple2<Long, String>> results = new ArrayList<>();
while (reader.next(key, val)) {
results.add(new Tuple2<>(key.get(), val.toString()));
}
reader.close();
return results;
}
private void validateResults(File folder, List<Tuple2<Long, String>> expected) throws Exception {
File[] buckets = folder.listFiles();
assertNotNull(buckets);
assertEquals(1, buckets.length);
final File[] partFiles = buckets[0].listFiles();
assertNotNull(partFiles);
assertEquals(2, partFiles.length);
for (File partFile : partFiles) {
assertTrue(partFile.length() > 0);
final List<Tuple2<Long, String>> fileContent = readSequenceFile(partFile);
assertEquals(expected, fileContent);
}
}
}