Extend SequenceFileInputFormat to include file name+offset
In case anyone encounters a similar problem, here's the solution I came up with. I ended up simply duplicating some of the code in SequenceFileInputFormat/RecordReader and just modifying it. I had hoped to write either a subclass or a decorator or something... this way is not pretty, but it works:
SequenceFileOffsetInputFormat.java:
import java.io.IOException;import java.util.List;import org.apache.hadoop.conf.Configuration;import org.apache.hadoop.fs.FileSystem;import org.apache.hadoop.fs.Path;import org.apache.hadoop.io.SequenceFile;import org.apache.hadoop.io.Writable;import org.apache.hadoop.mapreduce.InputSplit;import org.apache.hadoop.mapreduce.JobContext;import org.apache.hadoop.mapreduce.RecordReader;import org.apache.hadoop.mapreduce.TaskAttemptContext;import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;import org.apache.hadoop.mapreduce.lib.input.FileSplit;import org.apache.hadoop.mapreduce.lib.input.SequenceFileInputFormat;public class SequenceFileOffsetInputFormat<V extends Writable> extends FileInputFormat<PathOffsetWritable, V> { private static class SequenceFileOffsetRecordReader<V extends Writable> extends RecordReader<PathOffsetWritable, V> { private SequenceFile.Reader in; private long start; private long end; private boolean more = true; private PathOffsetWritable key = null; private Writable k = null; private V value = null; private Configuration conf; @Override public void initialize(InputSplit split, TaskAttemptContext context) throws IOException, InterruptedException { FileSplit fileSplit = (FileSplit) split; conf = context.getConfiguration(); Path path = fileSplit.getPath(); FileSystem fs = path.getFileSystem(conf); this.in = new SequenceFile.Reader(fs, path, conf); try { this.k = (Writable) in.getKeyClass().newInstance(); this.value = (V) in.getValueClass().newInstance(); } catch (InstantiationException e) { throw new IOException(e); } catch (IllegalAccessException e) { throw new IOException(e); } this.end = fileSplit.getStart() + fileSplit.getLength(); if (fileSplit.getStart() > in.getPosition()) { in.sync(fileSplit.getStart()); } this.start = in.getPosition(); more = start < end; key = new PathOffsetWritable(path, start); } @Override public boolean nextKeyValue() throws IOException, InterruptedException { if (!more) { return false; } long pos = in.getPosition(); more = in.next(k, value); if (!more || (pos >= end && in.syncSeen())) { key = null; value = null; more = false; } else { key.setOffset(pos); } return more; } @Override public PathOffsetWritable getCurrentKey() { return key; } @Override public V getCurrentValue() { return value; } @Override public float getProgress() throws IOException, InterruptedException { if (end == start) { return 0.0f; } else { return Math.min(1.0f, (in.getPosition() - start) / (float)(end - start)); } } @Override public void close() throws IOException { in.close(); } } @Override public RecordReader<PathOffsetWritable, V> createRecordReader(InputSplit split, TaskAttemptContext context) throws IOException, InterruptedException { return new SequenceFileOffsetRecordReader<V>(); } @Override public List<InputSplit> getSplits(JobContext context) throws IOException { return new SequenceFileInputFormat<PathOffsetWritable, V>().getSplits(context); } @Override public long getFormatMinSplitSize() { return SequenceFile.SYNC_INTERVAL; }}
PathOffsetWritable.java:
import java.io.DataInput;import java.io.DataOutput;import java.io.IOException;import org.apache.hadoop.fs.Path;import org.apache.hadoop.io.Text;import org.apache.hadoop.io.WritableComparable;public class PathOffsetWritable implements WritableComparable<PathOffsetWritable> { private Text t = new Text(); private Path path; private long offset; public PathOffsetWritable(Path path, long offset) { this.path = path; this.offset = offset; } public Path getPath() { return path; } public long getOffset() { return offset; } public void setPath(Path path) { this.path = path; } public void setOffset(long offset) { this.offset = offset; } @Override public void readFields(DataInput in) throws IOException { t.readFields(in); path = new Path(t.toString()); offset = in.readLong(); } @Override public void write(DataOutput out) throws IOException { t.set(path.toString()); t.write(out); out.writeLong(offset); } @Override public int compareTo(PathOffsetWritable o) { int x = path.compareTo(o.path); if (x != 0) { return x; } else { return Long.valueOf(offset).compareTo(Long.valueOf(o.offset)); } }}