use of edu.iu.dsc.tws.data.fs.FileStatus in project twister2 by DSC-SPIDAL.
the class FileInputFormat method createInputSplits.
/**
* Computes the input splits for the file. By default, one file block is one split. If more splits
* are requested than blocks are available, then a split may be a fraction of a
* block and splits may cross block boundaries.
*
* @param minNumSplits The minimum desired number of file splits.
* @return The computed file splits.
*/
@Override
public FileInputSplit[] createInputSplits(int minNumSplits) throws Exception {
if (minNumSplits < 1) {
throw new IllegalArgumentException("Number of input splits has to be at least 1.");
}
// take the desired number of splits into account
int curminNumSplits = Math.max(minNumSplits, this.numSplits);
final Path path = this.filePath;
final List<FileInputSplit> inputSplits = new ArrayList<FileInputSplit>(curminNumSplits);
// get all the files that are involved in the splits
List<FileStatus> files = new ArrayList<FileStatus>();
long totalLength = 0;
final FileSystem fs = path.getFileSystem();
final FileStatus pathFile = fs.getFileStatus(path);
if (pathFile.isDir()) {
totalLength += sumFilesInDir(path, files, true);
} else {
// TODO L3: implement test for unsplittable
// testForUnsplittable(pathFile);
files.add(pathFile);
totalLength += pathFile.getLen();
}
// TODO L3: Handle if unsplittable
// TODO L1: check if we can add the i j method when making splits so that the last split is not
// larger than the other splits
final long maxSplitSize = totalLength / curminNumSplits + (totalLength % curminNumSplits == 0 ? 0 : 1);
// Generate the splits
int splitNum = 0;
for (final FileStatus file : files) {
final long len = file.getLen();
final long blockSize = file.getBlockSize();
final long localminSplitSize;
if (this.minSplitSize <= blockSize) {
localminSplitSize = this.minSplitSize;
} else {
LOG.log(Level.WARNING, "Minimal split size of " + this.minSplitSize + " is larger than the block size of " + blockSize + ". Decreasing minimal split size to block size.");
localminSplitSize = blockSize;
}
final long splitSize = Math.max(localminSplitSize, Math.min(maxSplitSize, blockSize));
final long halfSplit = splitSize >>> 1;
final long maxBytesForLastSplit = (long) (splitSize * MAX_SPLIT_SIZE_DISCREPANCY);
if (len > 0) {
// get the block locations and make sure they are in order with respect to their offset
final BlockLocation[] blocks = fs.getFileBlockLocations(file, 0, len);
Arrays.sort(blocks);
long bytesUnassigned = len;
long position = 0;
int blockIndex = 0;
while (bytesUnassigned > maxBytesForLastSplit) {
// get the block containing the majority of the data
blockIndex = getBlockIndexForPosition(blocks, position, halfSplit, blockIndex);
// create a new split
FileInputSplit fis = new FileInputSplit(splitNum++, file.getPath(), position, splitSize, blocks[blockIndex].getHosts());
inputSplits.add(fis);
// adjust the positions
position += splitSize;
bytesUnassigned -= splitSize;
}
if (bytesUnassigned > 0) {
blockIndex = getBlockIndexForPosition(blocks, position, halfSplit, blockIndex);
final FileInputSplit fis = new FileInputSplit(splitNum++, file.getPath(), position, bytesUnassigned, blocks[blockIndex].getHosts());
inputSplits.add(fis);
}
} else {
// special case with a file of zero bytes size
final BlockLocation[] blocks = fs.getFileBlockLocations(file, 0, 0);
String[] hosts;
if (blocks.length > 0) {
hosts = blocks[0].getHosts();
} else {
hosts = new String[0];
}
final FileInputSplit fis = new FileInputSplit(splitNum++, file.getPath(), 0, 0, hosts);
inputSplits.add(fis);
}
}
return inputSplits.toArray(new FileInputSplit[inputSplits.size()]);
}
use of edu.iu.dsc.tws.data.fs.FileStatus in project twister2 by DSC-SPIDAL.
the class FileInputFormat method sumFilesInDir.
/**
* Enumerate all files in the directory and recursive if enumerateNestedFiles is true.
*
* @return the total length of accepted files.
*/
protected long sumFilesInDir(Path path, List<FileStatus> files, boolean logExcludedFiles) throws IOException {
final FileSystem fs = path.getFileSystem();
long length = 0;
for (FileStatus file : fs.listFiles(path)) {
if (file.isDir()) {
if (acceptFile(file) && enumerateNestedFiles) {
length += sumFilesInDir(file.getPath(), files, logExcludedFiles);
} else {
if (logExcludedFiles) {
LOG.log(Level.INFO, "Directory " + file.getPath().toString() + " did not pass the " + "file-filter and is excluded.");
}
}
} else {
if (acceptFile(file)) {
files.add(file);
length += file.getLen();
// TODO: implement test for unsplittable
// testForUnsplittable(file);
} else {
if (logExcludedFiles) {
LOG.log(Level.INFO, "Directory " + file.getPath().toString() + " did not pass the file-filter and is excluded.");
}
}
}
}
return length;
}
use of edu.iu.dsc.tws.data.fs.FileStatus in project twister2 by DSC-SPIDAL.
the class BinaryInputFormatter method createInputSplits.
/**
* Computes the input splits for the file. By default, one file block is one split. If more
* splits are requested than blocks are available, then a split may be a fraction of a block and
* splits may cross block boundaries.
*
* @param minNumSplits The minimum desired number of file splits.
* @return The computed file splits.
*/
@Override
public FileInputSplit[] createInputSplits(int minNumSplits) throws IOException {
if (minNumSplits < 1) {
throw new IllegalArgumentException("Number of input splits has to be at least 1.");
}
// TODO L2: The current implementaion only handles a snigle binary file not a set of files
// take the desired number of splits into account
int curminNumSplits = Math.max(minNumSplits, this.numSplits);
final Path path = this.filePath;
final List<FileInputSplit> inputSplits = new ArrayList<FileInputSplit>(curminNumSplits);
// get all the files that are involved in the splits
List<FileStatus> files = new ArrayList<FileStatus>();
long totalLength = 0;
final FileSystem fs = path.getFileSystem();
final FileStatus pathFile = fs.getFileStatus(path);
if (pathFile.isDir()) {
totalLength += sumFilesInDir(path, files, true);
} else {
// TODO L3: implement test for unsplittable
// testForUnsplittable(pathFile);
files.add(pathFile);
totalLength += pathFile.getLen();
}
// Odd records will be divided among the first splits so the max diff would be 1 record
if (totalLength % this.recordLength != 0) {
throw new IllegalStateException("The Binary file has a incomplete record");
}
long numberOfRecords = totalLength / this.recordLength;
long minRecordsForSplit = Math.floorDiv(numberOfRecords, minNumSplits);
long oddRecords = numberOfRecords % minNumSplits;
// Generate the splits
int splitNum = 0;
for (final FileStatus file : files) {
final long len = file.getLen();
final long blockSize = file.getBlockSize();
final long minSplitSize = minRecordsForSplit * this.recordLength;
long currentSplitSize = minSplitSize;
long halfSplit = currentSplitSize >>> 1;
if (oddRecords > 0) {
currentSplitSize = currentSplitSize + this.recordLength;
oddRecords--;
}
if (len > 0) {
// get the block locations and make sure they are in order with respect to their offset
final BlockLocation[] blocks = fs.getFileBlockLocations(file, 0, len);
Arrays.sort(blocks);
long bytesUnassigned = len;
long position = 0;
int blockIndex = 0;
while (bytesUnassigned >= currentSplitSize) {
// get the block containing the majority of the data
blockIndex = getBlockIndexForPosition(blocks, position, halfSplit, blockIndex);
// create a new split
FileInputSplit fis = new FileInputSplit(splitNum++, file.getPath(), position, currentSplitSize, blocks[blockIndex].getHosts());
inputSplits.add(fis);
// adjust the positions
position += currentSplitSize;
bytesUnassigned -= currentSplitSize;
}
} else {
throw new IllegalStateException("The binary file " + file.getPath() + " is Empty");
}
}
return inputSplits.toArray(new FileInputSplit[inputSplits.size()]);
}
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