MAPREDUCE-7241. FileInputFormat listStatus with less memory footprint. Contributed by Zhihua Deng
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c162648aff
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c613296dc8
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@ -193,7 +193,8 @@ public abstract class FileInputFormat<K, V> implements InputFormat<K, V> {
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if (stat.isDirectory()) {
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if (stat.isDirectory()) {
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addInputPathRecursively(result, fs, stat.getPath(), inputFilter);
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addInputPathRecursively(result, fs, stat.getPath(), inputFilter);
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} else {
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} else {
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result.add(stat);
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result.add(org.apache.hadoop.mapreduce.lib.input.
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FileInputFormat.shrinkStatus(stat));
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}
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}
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}
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}
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}
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}
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@ -290,7 +291,8 @@ public abstract class FileInputFormat<K, V> implements InputFormat<K, V> {
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addInputPathRecursively(result, fs, stat.getPath(),
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addInputPathRecursively(result, fs, stat.getPath(),
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inputFilter);
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inputFilter);
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} else {
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} else {
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result.add(stat);
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result.add(org.apache.hadoop.mapreduce.lib.input.
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FileInputFormat.shrinkStatus(stat));
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}
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}
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}
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}
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}
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}
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@ -259,7 +259,8 @@ public class LocatedFileStatusFetcher {
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if (recursive && stat.isDirectory()) {
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if (recursive && stat.isDirectory()) {
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result.dirsNeedingRecursiveCalls.add(stat);
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result.dirsNeedingRecursiveCalls.add(stat);
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} else {
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} else {
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result.locatedFileStatuses.add(stat);
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result.locatedFileStatuses.add(org.apache.hadoop.mapreduce.lib.
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input.FileInputFormat.shrinkStatus(stat));
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}
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}
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}
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}
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}
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}
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@ -325,7 +325,7 @@ public abstract class FileInputFormat<K, V> extends InputFormat<K, V> {
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addInputPathRecursively(result, fs, stat.getPath(),
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addInputPathRecursively(result, fs, stat.getPath(),
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inputFilter);
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inputFilter);
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} else {
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} else {
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result.add(stat);
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result.add(shrinkStatus(stat));
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}
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}
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}
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}
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}
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}
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@ -364,12 +364,41 @@ public abstract class FileInputFormat<K, V> extends InputFormat<K, V> {
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if (stat.isDirectory()) {
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if (stat.isDirectory()) {
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addInputPathRecursively(result, fs, stat.getPath(), inputFilter);
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addInputPathRecursively(result, fs, stat.getPath(), inputFilter);
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} else {
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} else {
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result.add(stat);
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result.add(shrinkStatus(stat));
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}
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}
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}
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}
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}
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}
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}
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}
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/**
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* The HdfsBlockLocation includes a LocatedBlock which contains messages
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* for issuing more detailed queries to datanodes about a block, but these
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* messages are useless during job submission currently. This method tries
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* to exclude the LocatedBlock from HdfsBlockLocation by creating a new
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* BlockLocation from original, reshaping the LocatedFileStatus,
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* allowing {@link #listStatus(JobContext)} to scan more files with less
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* memory footprint.
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* @see BlockLocation
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* @see org.apache.hadoop.fs.HdfsBlockLocation
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* @param origStat The fat FileStatus.
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* @return The FileStatus that has been shrunk.
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*/
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public static FileStatus shrinkStatus(FileStatus origStat) {
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if (origStat.isDirectory() || origStat.getLen() == 0 ||
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!(origStat instanceof LocatedFileStatus)) {
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return origStat;
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} else {
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BlockLocation[] blockLocations =
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((LocatedFileStatus)origStat).getBlockLocations();
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BlockLocation[] locs = new BlockLocation[blockLocations.length];
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int i = 0;
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for (BlockLocation location : blockLocations) {
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locs[i++] = new BlockLocation(location);
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}
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LocatedFileStatus newStat = new LocatedFileStatus(origStat, locs);
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return newStat;
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}
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}
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/**
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/**
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* A factory that makes the split for this class. It can be overridden
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* A factory that makes the split for this class. It can be overridden
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@ -32,11 +32,17 @@ import org.apache.hadoop.conf.Configuration;
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import org.apache.hadoop.fs.BlockLocation;
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import org.apache.hadoop.fs.BlockLocation;
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import org.apache.hadoop.fs.FileStatus;
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import org.apache.hadoop.fs.FileStatus;
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import org.apache.hadoop.fs.FileSystem;
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import org.apache.hadoop.fs.FileSystem;
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import org.apache.hadoop.fs.HdfsBlockLocation;
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import org.apache.hadoop.fs.LocatedFileStatus;
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import org.apache.hadoop.fs.LocatedFileStatus;
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import org.apache.hadoop.fs.Path;
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import org.apache.hadoop.fs.Path;
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import org.apache.hadoop.fs.PathFilter;
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import org.apache.hadoop.fs.PathFilter;
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import org.apache.hadoop.fs.RawLocalFileSystem;
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import org.apache.hadoop.fs.RawLocalFileSystem;
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import org.apache.hadoop.fs.RemoteIterator;
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import org.apache.hadoop.fs.RemoteIterator;
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import org.apache.hadoop.hdfs.protocol.DatanodeID;
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import org.apache.hadoop.hdfs.protocol.DatanodeInfo;
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import org.apache.hadoop.hdfs.protocol.ExtendedBlock;
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import org.apache.hadoop.hdfs.protocol.LocatedBlock;
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import org.apache.hadoop.hdfs.server.blockmanagement.DatanodeDescriptor;
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import org.apache.hadoop.mapred.SplitLocationInfo;
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import org.apache.hadoop.mapred.SplitLocationInfo;
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import org.apache.hadoop.mapreduce.InputSplit;
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import org.apache.hadoop.mapreduce.InputSplit;
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import org.apache.hadoop.mapreduce.Job;
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import org.apache.hadoop.mapreduce.Job;
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@ -238,6 +244,50 @@ public class TestFileInputFormat {
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}
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}
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}
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}
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@Test
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public void testShrinkStatus() throws IOException {
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Configuration conf = getConfiguration();
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MockFileSystem mockFs =
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(MockFileSystem) new Path("test:///").getFileSystem(conf);
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Path dir1 = new Path("test:/a1");
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RemoteIterator<LocatedFileStatus> statuses = mockFs.listLocatedStatus(dir1);
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boolean verified = false;
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while (statuses.hasNext()) {
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LocatedFileStatus orig = statuses.next();
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LocatedFileStatus shrink =
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(LocatedFileStatus)FileInputFormat.shrinkStatus(orig);
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Assert.assertTrue(orig.equals(shrink));
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if (shrink.getBlockLocations() != null) {
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Assert.assertEquals(orig.getBlockLocations().length,
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shrink.getBlockLocations().length);
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for (int i = 0; i < shrink.getBlockLocations().length; i++) {
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verified = true;
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BlockLocation location = shrink.getBlockLocations()[i];
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BlockLocation actual = orig.getBlockLocations()[i];
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Assert.assertNotNull(((HdfsBlockLocation)actual).getLocatedBlock());
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Assert.assertEquals(BlockLocation.class.getName(),
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location.getClass().getName());
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Assert.assertArrayEquals(actual.getHosts(), location.getHosts());
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Assert.assertArrayEquals(actual.getCachedHosts(),
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location.getCachedHosts());
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Assert.assertArrayEquals(actual.getStorageIds(),
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location.getStorageIds());
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Assert.assertArrayEquals(actual.getStorageTypes(),
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location.getStorageTypes());
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Assert.assertArrayEquals(actual.getTopologyPaths(),
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location.getTopologyPaths());
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Assert.assertArrayEquals(actual.getNames(), location.getNames());
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Assert.assertEquals(actual.getLength(), location.getLength());
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Assert.assertEquals(actual.getOffset(), location.getOffset());
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Assert.assertEquals(actual.isCorrupt(), location.isCorrupt());
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}
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} else {
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Assert.assertTrue(orig.getBlockLocations() == null);
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}
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}
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Assert.assertTrue(verified);
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}
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public static List<Path> configureTestSimple(Configuration conf, FileSystem localFs)
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public static List<Path> configureTestSimple(Configuration conf, FileSystem localFs)
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throws IOException {
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throws IOException {
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Path base1 = new Path(TEST_ROOT_DIR, "input1");
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Path base1 = new Path(TEST_ROOT_DIR, "input1");
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@ -437,10 +487,31 @@ public class TestFileInputFormat {
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@Override
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@Override
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public BlockLocation[] getFileBlockLocations(FileStatus file, long start, long len)
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public BlockLocation[] getFileBlockLocations(FileStatus file, long start, long len)
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throws IOException {
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throws IOException {
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return new BlockLocation[] {
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DatanodeInfo[] ds = new DatanodeInfo[2];
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new BlockLocation(new String[] { "localhost:9866", "otherhost:9866" },
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ds[0] = new DatanodeDescriptor(
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new String[] { "localhost", "otherhost" }, new String[] { "localhost" },
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new DatanodeID("127.0.0.1", "localhost", "abcd",
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new String[0], 0, len, false) }; }
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9866, 9867, 9868, 9869));
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ds[1] = new DatanodeDescriptor(
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new DatanodeID("1.0.0.1", "otherhost", "efgh",
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9866, 9867, 9868, 9869));
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long blockLen = len / 3;
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ExtendedBlock b1 = new ExtendedBlock("bpid", 0, blockLen, 0);
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ExtendedBlock b2 = new ExtendedBlock("bpid", 1, blockLen, 1);
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ExtendedBlock b3 = new ExtendedBlock("bpid", 2, len - 2 * blockLen, 2);
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String[] names = new String[]{ "localhost:9866", "otherhost:9866" };
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String[] hosts = new String[]{ "localhost", "otherhost" };
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String[] cachedHosts = {"localhost"};
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BlockLocation loc1 = new BlockLocation(names, hosts, cachedHosts,
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new String[0], 0, blockLen, false);
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BlockLocation loc2 = new BlockLocation(names, hosts, cachedHosts,
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new String[0], blockLen, blockLen, false);
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BlockLocation loc3 = new BlockLocation(names, hosts, cachedHosts,
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new String[0], 2 * blockLen, len - 2 * blockLen, false);
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return new BlockLocation[]{
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new HdfsBlockLocation(loc1, new LocatedBlock(b1, ds)),
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new HdfsBlockLocation(loc2, new LocatedBlock(b2, ds)),
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new HdfsBlockLocation(loc3, new LocatedBlock(b3, ds)) };
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}
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@Override
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@Override
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protected RemoteIterator<LocatedFileStatus> listLocatedStatus(Path f,
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protected RemoteIterator<LocatedFileStatus> listLocatedStatus(Path f,
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