草稿1
FileInputFormat中的getSlitps的方法
public List<InputSplit> getSplits(JobContext job) throws IOException { //开始秒表计时 StopWatch sw = new StopWatch().start(); //获取切片的指定最值大小,如果没有指定最小值,最小值就是1字节, //如果没有指定最大值,最大值默认就是long类型的最大值 long minSize = Math.max(getFormatMinSplitSize(), getMinSplitSize(job)); long maxSize = getMaxSplitSize(job); // generate splits List<InputSplit> splits = new ArrayList<InputSplit>(); //获取 List<FileStatus> files = listStatus(job); boolean ignoreDirs = !getInputDirRecursive(job) && job.getConfiguration().getBoolean(INPUT_DIR_NONRECURSIVE_IGNORE_SUBDIRS, false); // for (FileStatus file: files) { if (ignoreDirs && file.isDirectory()) { continue; } Path path = file.getPath(); long length = file.getLen(); if (length != 0) { BlockLocation[] blkLocations; if (file instanceof LocatedFileStatus) { blkLocations = ((LocatedFileStatus) file).getBlockLocations(); } else { FileSystem fs = path.getFileSystem(job.getConfiguration()); blkLocations = fs.getFileBlockLocations(file, 0, length); } if (isSplitable(job, path)) { long blockSize = file.getBlockSize(); long splitSize = computeSplitSize(blockSize, minSize, maxSize); long bytesRemaining = length; while (((double) bytesRemaining)/splitSize > SPLIT_SLOP) { int blkIndex = getBlockIndex(blkLocations, length-bytesRemaining); splits.add(makeSplit(path, length-bytesRemaining, splitSize, blkLocations[blkIndex].getHosts(), blkLocations[blkIndex].getCachedHosts())); bytesRemaining -= splitSize; } if (bytesRemaining != 0) { int blkIndex = getBlockIndex(blkLocations, length-bytesRemaining); splits.add(makeSplit(path, length-bytesRemaining, bytesRemaining, blkLocations[blkIndex].getHosts(), blkLocations[blkIndex].getCachedHosts())); } } else { // not splitable if (LOG.isDebugEnabled()) { // Log only if the file is big enough to be splitted if (length > Math.min(file.getBlockSize(), minSize)) { LOG.debug("File is not splittable so no parallelization " + "is possible: " + file.getPath()); } } splits.add(makeSplit(path, 0, length, blkLocations[0].getHosts(), blkLocations[0].getCachedHosts())); } } else { //Create empty hosts array for zero length files splits.add(makeSplit(path, 0, length, new String[0])); } } // Save the number of input files for metrics/loadgen job.getConfiguration().setLong(NUM_INPUT_FILES, files.size()); sw.stop(); if (LOG.isDebugEnabled()) { LOG.debug("Total # of splits generated by getSplits: " + splits.size() + ", TimeTaken: " + sw.now(TimeUnit.MILLISECONDS)); } return splits; }
getMinSplitSize(job) 方法内部源码
/** * Get the minimum split size * @param job the job * @return the minimum number of bytes that can be in a split * 默认最小是1 */ public static long getMinSplitSize(JobContext job) { return job.getConfiguration().getLong(SPLIT_MINSIZE, 1L); }
listStatus()