hadoop.TweetRecordReader.java Source code

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Here is the source code for hadoop.TweetRecordReader.java

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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 hadoop;

import java.io.IOException;

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FSDataInputStream;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.fs.Seekable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.io.compress.CodecPool;
import org.apache.hadoop.io.compress.CompressionCodec;
import org.apache.hadoop.io.compress.CompressionCodecFactory;
import org.apache.hadoop.io.compress.Decompressor;
import org.apache.hadoop.io.compress.SplitCompressionInputStream;
import org.apache.hadoop.io.compress.SplittableCompressionCodec;
import org.apache.hadoop.mapreduce.InputSplit;
import org.apache.hadoop.mapreduce.RecordReader;
import org.apache.hadoop.mapreduce.TaskAttemptContext;
import org.apache.hadoop.mapreduce.lib.input.FileSplit;
import org.apache.hadoop.util.LineReader;

/**
 * Treats keys as offset in file and value as line.
 */
public class TweetRecordReader extends RecordReader<Text, Text> {
    private CompressionCodecFactory compressionCodecs = null;
    private long start;
    private long pos;
    private long end;
    private LineReader in;
    private Text key = null;
    private Text value = null;
    private Seekable filePosition;
    private CompressionCodec codec;
    private Decompressor decompressor;

    public void initialize(InputSplit genericSplit, TaskAttemptContext context) throws IOException {
        FileSplit split = (FileSplit) genericSplit;
        Configuration job = context.getConfiguration();

        start = split.getStart();
        end = start + split.getLength();
        final Path file = split.getPath();
        compressionCodecs = new CompressionCodecFactory(job);
        codec = compressionCodecs.getCodec(file);

        // open the file and seek to the start of the split
        FileSystem fs = file.getFileSystem(job);
        FSDataInputStream fileIn = fs.open(split.getPath());

        if (isCompressedInput()) {
            decompressor = CodecPool.getDecompressor(codec);
            if (codec instanceof SplittableCompressionCodec) {
                final SplitCompressionInputStream cIn = ((SplittableCompressionCodec) codec).createInputStream(
                        fileIn, decompressor, start, end, SplittableCompressionCodec.READ_MODE.BYBLOCK);
                in = new LineReader(cIn, job);
                start = cIn.getAdjustedStart();
                end = cIn.getAdjustedEnd();
                filePosition = cIn;
            } else {
                in = new LineReader(codec.createInputStream(fileIn, decompressor), job);
                filePosition = fileIn;
            }
        } else {
            fileIn.seek(start);
            in = new LineReader(fileIn, job);
            filePosition = fileIn;
        }

        this.pos = start;
    }

    private boolean isCompressedInput() {
        return (codec != null);
    }

    private long getFilePosition() throws IOException {
        long retVal;
        if (isCompressedInput() && null != filePosition) {
            retVal = filePosition.getPos();
        } else {
            retVal = pos;
        }
        return retVal;
    }

    public boolean nextKeyValue() throws IOException {
        if (key == null) {
            key = new Text();
        }

        if (value == null) {
            value = new Text();
        }

        int newSize = 0;

        String tempStr;
        int tempIndex;
        boolean getKey = false;
        while (getFilePosition() <= end || getKey) {
            Text tempValue = new Text();
            newSize = in.readLine(tempValue);
            if (newSize == 0) {
                break;
            }
            pos += newSize;

            tempStr = tempValue.toString();
            if (tempStr.length() == 0)
                continue;

            if (tempStr.charAt(0) == 'U') {
                tempIndex = tempStr.lastIndexOf('/');
                key.set(tempStr.substring(tempIndex + 1));

                getKey = true;
            } else if (tempStr.charAt(0) == 'W') {
                if (tempStr.equalsIgnoreCase("W   No Post Title")) {
                    newSize = 0;
                    continue;
                } else {
                    value.set(tempStr.substring(1).trim());
                    break;
                }
            }
        }
        if (newSize == 0) {
            key = null;
            value = null;
            return false;
        } else {
            return true;
        }
    }

    @Override
    public Text getCurrentKey() {
        return key;
    }

    @Override
    public Text getCurrentValue() {
        return value;
    }

    /**
     * Get the progress within the split
     */
    public float getProgress() throws IOException {
        if (start == end) {
            return 0.0f;
        } else {
            return Math.min(1.0f, (getFilePosition() - start) / (float) (end - start));
        }
    }

    public synchronized void close() throws IOException {
        try {
            if (in != null) {
                in.close();
            }
        } finally {
            if (decompressor != null) {
                CodecPool.returnDecompressor(decompressor);
            }
        }
    }
}