use of org.apache.flink.core.fs.FileStatus in project flink by apache.
the class BinaryInputFormat method getStatistics.
@Override
public SequentialStatistics getStatistics(BaseStatistics cachedStats) {
final FileBaseStatistics cachedFileStats = (cachedStats != null && cachedStats instanceof FileBaseStatistics) ? (FileBaseStatistics) cachedStats : null;
try {
final Path filePath = this.filePath;
// get the filesystem
final FileSystem fs = FileSystem.get(filePath.toUri());
final ArrayList<FileStatus> allFiles = new ArrayList<FileStatus>(1);
// let the file input format deal with the up-to-date check and the basic size
final FileBaseStatistics stats = getFileStats(cachedFileStats, filePath, fs, allFiles);
if (stats == null) {
return null;
}
// check whether the file stats are still sequential stats (in that case they are still valid)
if (stats instanceof SequentialStatistics) {
return (SequentialStatistics) stats;
}
return createStatistics(allFiles, stats);
} catch (IOException ioex) {
if (LOG.isWarnEnabled()) {
LOG.warn(String.format("Could not determine complete statistics for file '%s' due to an I/O error", this.filePath), ioex);
}
} catch (Throwable t) {
if (LOG.isErrorEnabled()) {
LOG.error(String.format("Unexpected problem while getting the file statistics for file '%s'", this.filePath), t);
}
}
// no stats available
return null;
}
use of org.apache.flink.core.fs.FileStatus in project flink by apache.
the class HadoopInputFormatBase method getStatistics.
@Override
public BaseStatistics getStatistics(BaseStatistics cachedStats) throws IOException {
// only gather base statistics for FileInputFormats
if (!(mapreduceInputFormat instanceof FileInputFormat)) {
return null;
}
JobContext jobContext = new JobContextImpl(configuration, null);
final FileBaseStatistics cachedFileStats = (cachedStats instanceof FileBaseStatistics) ? (FileBaseStatistics) cachedStats : null;
try {
final org.apache.hadoop.fs.Path[] paths = FileInputFormat.getInputPaths(jobContext);
return getFileStats(cachedFileStats, paths, new ArrayList<FileStatus>(1));
} catch (IOException ioex) {
if (LOG.isWarnEnabled()) {
LOG.warn("Could not determine statistics due to an io error: " + ioex.getMessage());
}
} catch (Throwable t) {
if (LOG.isErrorEnabled()) {
LOG.error("Unexpected problem while getting the file statistics: " + t.getMessage(), t);
}
}
// no statistics available
return null;
}
use of org.apache.flink.core.fs.FileStatus in project flink by apache.
the class HadoopInputFormatBase method getFileStats.
// --------------------------------------------------------------------------------------------
// Helper methods
// --------------------------------------------------------------------------------------------
private FileBaseStatistics getFileStats(FileBaseStatistics cachedStats, org.apache.hadoop.fs.Path[] hadoopFilePaths, ArrayList<FileStatus> files) throws IOException {
long latestModTime = 0L;
// get the file info and check whether the cached statistics are still valid.
for (org.apache.hadoop.fs.Path hadoopPath : hadoopFilePaths) {
final Path filePath = new Path(hadoopPath.toUri());
final FileSystem fs = FileSystem.get(filePath.toUri());
final FileStatus file = fs.getFileStatus(filePath);
latestModTime = Math.max(latestModTime, file.getModificationTime());
// enumerate all files and check their modification time stamp.
if (file.isDir()) {
FileStatus[] fss = fs.listStatus(filePath);
files.ensureCapacity(files.size() + fss.length);
for (FileStatus s : fss) {
if (!s.isDir()) {
files.add(s);
latestModTime = Math.max(s.getModificationTime(), latestModTime);
}
}
} else {
files.add(file);
}
}
// check whether the cached statistics are still valid, if we have any
if (cachedStats != null && latestModTime <= cachedStats.getLastModificationTime()) {
return cachedStats;
}
// calculate the whole length
long len = 0;
for (FileStatus s : files) {
len += s.getLen();
}
// sanity check
if (len <= 0) {
len = BaseStatistics.SIZE_UNKNOWN;
}
return new FileBaseStatistics(latestModTime, len, BaseStatistics.AVG_RECORD_BYTES_UNKNOWN);
}
use of org.apache.flink.core.fs.FileStatus in project flink by apache.
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.
* @see org.apache.flink.api.common.io.InputFormat#createInputSplits(int)
*/
@Override
public FileInputSplit[] createInputSplits(int minNumSplits) throws IOException {
if (minNumSplits < 1) {
throw new IllegalArgumentException("Number of input splits has to be at least 1.");
}
// take the desired number of splits into account
minNumSplits = Math.max(minNumSplits, this.numSplits);
final List<FileInputSplit> inputSplits = new ArrayList<FileInputSplit>(minNumSplits);
// get all the files that are involved in the splits
List<FileStatus> files = new ArrayList<>();
long totalLength = 0;
for (Path path : getFilePaths()) {
final FileSystem fs = path.getFileSystem();
final FileStatus pathFile = fs.getFileStatus(path);
if (pathFile.isDir()) {
totalLength += addFilesInDir(path, files, true);
} else {
testForUnsplittable(pathFile);
files.add(pathFile);
totalLength += pathFile.getLen();
}
}
// returns if unsplittable
if (unsplittable) {
int splitNum = 0;
for (final FileStatus file : files) {
final FileSystem fs = file.getPath().getFileSystem();
final BlockLocation[] blocks = fs.getFileBlockLocations(file, 0, file.getLen());
Set<String> hosts = new HashSet<String>();
for (BlockLocation block : blocks) {
hosts.addAll(Arrays.asList(block.getHosts()));
}
long len = file.getLen();
if (testForUnsplittable(file)) {
len = READ_WHOLE_SPLIT_FLAG;
}
FileInputSplit fis = new FileInputSplit(splitNum++, file.getPath(), 0, len, hosts.toArray(new String[hosts.size()]));
inputSplits.add(fis);
}
return inputSplits.toArray(new FileInputSplit[inputSplits.size()]);
}
final long maxSplitSize = totalLength / minNumSplits + (totalLength % minNumSplits == 0 ? 0 : 1);
// now that we have the files, generate the splits
int splitNum = 0;
for (final FileStatus file : files) {
final FileSystem fs = file.getPath().getFileSystem();
final long len = file.getLen();
final long blockSize = file.getBlockSize();
final long minSplitSize;
if (this.minSplitSize <= blockSize) {
minSplitSize = this.minSplitSize;
} else {
if (LOG.isWarnEnabled()) {
LOG.warn("Minimal split size of " + this.minSplitSize + " is larger than the block size of " + blockSize + ". Decreasing minimal split size to block size.");
}
minSplitSize = blockSize;
}
final long splitSize = Math.max(minSplitSize, 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;
}
// assign the last split
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 org.apache.flink.core.fs.FileStatus in project flink by apache.
the class BinaryInputFormat method getFiles.
protected List<FileStatus> getFiles() throws IOException {
// get all the files that are involved in the splits
List<FileStatus> files = new ArrayList<>();
for (Path filePath : getFilePaths()) {
final FileSystem fs = filePath.getFileSystem();
final FileStatus pathFile = fs.getFileStatus(filePath);
if (pathFile.isDir()) {
// input is directory. list all contained files
final FileStatus[] partials = fs.listStatus(filePath);
for (FileStatus partial : partials) {
if (!partial.isDir()) {
files.add(partial);
}
}
} else {
files.add(pathFile);
}
}
return files;
}
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