/**
* 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.mahout.text;
import java.io.IOException;
import java.io.OutputStreamWriter;
import java.util.Map;
import com.google.common.base.Charsets;
import com.google.common.collect.Maps;
import com.google.common.io.Closeables;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.fs.PathFilter;
import org.apache.hadoop.io.Text;
import org.apache.mahout.common.Pair;
import org.apache.mahout.common.iterator.sequencefile.SequenceFileIterator;
import org.apache.mahout.utils.MahoutTestCase;
import org.junit.Test;
public final class TestSequenceFilesFromDirectory extends MahoutTestCase {
private static final String[][] DATA1 = {
{"test1", "This is the first text."},
{"test2", "This is the second text."},
{"test3", "This is the third text."}
};
/**
* Story converting text files to SequenceFile
*/
@Test
public void testSequenceFileFromDirectoryBasic() throws Exception {
// parameters
Configuration conf = new Configuration();
FileSystem fs = FileSystem.get(conf);
// create
Path tmpDir = this.getTestTempDirPath();
Path inputDir = new Path(tmpDir, "inputDir");
fs.mkdirs(inputDir);
Path outputDir = new Path(tmpDir, "outputDir");
// prepare input files
createFilesFromArrays(conf, inputDir, DATA1);
SequenceFilesFromDirectory.main(new String[] {
"--input", inputDir.toString(),
"--output", outputDir.toString(),
"--chunkSize", "64",
"--charset", Charsets.UTF_8.name(),
"--keyPrefix", "UID"});
// check output chunk files
checkChunkFiles(conf, outputDir, DATA1, "UID");
}
private static void createFilesFromArrays(Configuration conf, Path inputDir, String[][] data) throws IOException {
FileSystem fs = FileSystem.get(conf);
for (String[] aData : data) {
OutputStreamWriter writer = new OutputStreamWriter(fs.create(new Path(inputDir, aData[0])), Charsets.UTF_8);
try {
writer.write(aData[1]);
} finally {
Closeables.closeQuietly(writer);
}
}
}
private static void checkChunkFiles(Configuration conf,
Path outputDir,
String[][] data,
String prefix) throws IOException {
FileSystem fs = FileSystem.get(conf);
// output exists?
FileStatus[] fstats = fs.listStatus(outputDir, new ExcludeDotFiles());
assertEquals(1, fstats.length); // only one
assertEquals("chunk-0", fstats[0].getPath().getName());
Map<String,String> fileToData = Maps.newHashMap();
for (String[] aData : data) {
fileToData.put(prefix + Path.SEPARATOR + aData[0], aData[1]);
}
// read a chunk to check content
SequenceFileIterator<Text,Text> iterator = new SequenceFileIterator<Text,Text>(fstats[0].getPath(), true, conf);
try {
for (String[] datum : data) {
assertTrue(iterator.hasNext());
Pair<Text,Text> record = iterator.next();
String retrievedData = fileToData.get(record.getFirst().toString().trim());
assertNotNull(retrievedData);
assertEquals(retrievedData, record.getSecond().toString().trim());
}
} finally {
Closeables.closeQuietly(iterator);
}
}
/**
* exclude hidden (starting with dot) files
*/
private static class ExcludeDotFiles implements PathFilter {
@Override
public boolean accept(Path file) {
return !file.getName().startsWith(".");
}
}
}