org.apache.mahout.text.wikipedia.XmlInputFormat Maven / Gradle / Ivy

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Optional components of Mahout which generally support interaction with third party systems, formats, APIs, etc.
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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.mahout.text.wikipedia;

import com.google.common.io.Closeables;
import org.apache.commons.io.Charsets;
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.io.DataOutputBuffer;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.Text;
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.mapreduce.lib.input.TextInputFormat;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.io.IOException;

/**
 * Reads records that are delimited by a specific begin/end tag.
 */
public class XmlInputFormat extends TextInputFormat {

  private static final Logger log = LoggerFactory.getLogger(XmlInputFormat.class);

  public static final String START_TAG_KEY = "xmlinput.start";
  public static final String END_TAG_KEY = "xmlinput.end";

  @Override
  public RecordReader createRecordReader(InputSplit split, TaskAttemptContext context) {
    try {
      return new XmlRecordReader((FileSplit) split, context.getConfiguration());
    } catch (IOException ioe) {
      log.warn("Error while creating XmlRecordReader", ioe);
      return null;
    }
  }

  /**
   * XMLRecordReader class to read through a given xml document to output xml blocks as records as specified
   * by the start tag and end tag
   * 
   */
  public static class XmlRecordReader extends RecordReader {

    private final byte[] startTag;
    private final byte[] endTag;
    private final long start;
    private final long end;
    private final FSDataInputStream fsin;
    private final DataOutputBuffer buffer = new DataOutputBuffer();
    private LongWritable currentKey;
    private Text currentValue;

    public XmlRecordReader(FileSplit split, Configuration conf) throws IOException {
      startTag = conf.get(START_TAG_KEY).getBytes(Charsets.UTF_8);
      endTag = conf.get(END_TAG_KEY).getBytes(Charsets.UTF_8);

      // open the file and seek to the start of the split
      start = split.getStart();
      end = start + split.getLength();
      Path file = split.getPath();
      FileSystem fs = file.getFileSystem(conf);
      fsin = fs.open(split.getPath());
      fsin.seek(start);
    }

    private boolean next(LongWritable key, Text value) throws IOException {
      if (fsin.getPos() < end && readUntilMatch(startTag, false)) {
        try {
          buffer.write(startTag);
          if (readUntilMatch(endTag, true)) {
            key.set(fsin.getPos());
            value.set(buffer.getData(), 0, buffer.getLength());
            return true;
          }
        } finally {
          buffer.reset();
        }
      }
      return false;
    }

    @Override
    public void close() throws IOException {
      Closeables.close(fsin, true);
    }

    @Override
    public float getProgress() throws IOException {
      return (fsin.getPos() - start) / (float) (end - start);
    }

    private boolean readUntilMatch(byte[] match, boolean withinBlock) throws IOException {
      int i = 0;
      while (true) {
        int b = fsin.read();
        // end of file:
        if (b == -1) {
          return false;
        }
        // save to buffer:
        if (withinBlock) {
          buffer.write(b);
        }

        // check if we're matching:
        if (b == match[i]) {
          i++;
          if (i >= match.length) {
            return true;
          }
        } else {
          i = 0;
        }
        // see if we've passed the stop point:
        if (!withinBlock && i == 0 && fsin.getPos() >= end) {
          return false;
        }
      }
    }

    @Override
    public LongWritable getCurrentKey() throws IOException, InterruptedException {
      return currentKey;
    }

    @Override
    public Text getCurrentValue() throws IOException, InterruptedException {
      return currentValue;
    }

    @Override
    public void initialize(InputSplit split, TaskAttemptContext context) throws IOException, InterruptedException {
    }

    @Override
    public boolean nextKeyValue() throws IOException, InterruptedException {
      currentKey = new LongWritable();
      currentValue = new Text();
      return next(currentKey, currentValue);
    }
  }
}