pytorch/caffe2/python/binarysize.py

"""A tool to inspect the binary size of a built binary file.

This script prints out a tree of symbols and their corresponding sizes, using
Linux's nm functionality.

Usage:

    python binary_size.py -- \
            --target=/path/to/your/target/binary \
            [--nm_command=/path/to/your/custom/nm] \
            [--max_depth=10] [--min_size=1024] \
            [--color] \

To assist visualization, pass in '--color' to make the symbols color coded to
green, assuming that you have a xterm connection that supports color.
"""





import argparse
import subprocess
import sys


class Trie(object):
    """A simple class that represents a Trie."""

    def __init__(self, name):
        """Initializes a Trie object."""
        self.name = name
        self.size = 0
        self.dictionary = {}


def GetSymbolTrie(target, nm_command, max_depth):
    """Gets a symbol trie with the passed in target.

    Args:
            target: the target binary to inspect.
            nm_command: the command to run nm.
            max_depth: the maximum depth to create the trie.
    """
    # Run nm to get a dump on the strings.
    proc = subprocess.Popen(
        [nm_command, '--radix=d', '--size-sort', '--print-size', target],
        stdout=subprocess.PIPE, stderr=subprocess.STDOUT)
    nm_out, _ = proc.communicate()
    if proc.returncode != 0:
        print('NM command failed. Output is as follows:')
        print(nm_out)
        sys.exit(1)
    # Run c++filt to get proper symbols.
    proc = subprocess.Popen(['c++filt'],
                            stdin=subprocess.PIPE, stdout=subprocess.PIPE,
                            stderr=subprocess.STDOUT)
    out, _ = proc.communicate(input=nm_out)
    if proc.returncode != 0:
        print('c++filt failed. Output is as follows:')
        print(out)
        sys.exit(1)
    # Splits the output to size and function name.
    data = []
    for line in out.split('\n'):
        if line:
            content = line.split(' ')
            if len(content) < 4:
                # This is a line not representing symbol sizes. skip.
                continue
            data.append([int(content[1]), ' '.join(content[3:])])
    symbol_trie = Trie('')
    for size, name in data:
        curr = symbol_trie
        for c in name:
            if c not in curr.dictionary:
                curr.dictionary[c] = Trie(curr.name + c)
            curr = curr.dictionary[c]
            curr.size += size
            if len(curr.name) > max_depth:
                break
    symbol_trie.size = sum(t.size for t in symbol_trie.dictionary.values())
    return symbol_trie


def MaybeAddColor(s, color):
    """Wrap the input string to the xterm green color, if color is set.
    """
    if color:
        return '\033[92m{0}\033[0m'.format(s)
    else:
        return s


def ReadableSize(num):
    """Get a human-readable size."""
    for unit in ['B', 'KB', 'MB', 'GB']:
        if abs(num) <= 1024.0:
            return '%3.2f%s' % (num, unit)
        num /= 1024.0
    return '%.1f TB' % (num,)


# Note(jiayq): I know, I know, this is a recursive function, but it is
# convenient to write.
def PrintTrie(trie, prefix, max_depth, min_size, color):
    """Prints the symbol trie in a readable manner.
    """
    if len(trie.name) == max_depth or not trie.dictionary.keys():
        # If we are reaching a leaf node or the maximum depth, we will print the
        # result.
        if trie.size > min_size:
            print('{0}{1} {2}'.format(
                  prefix,
                  MaybeAddColor(trie.name, color),
                  ReadableSize(trie.size)))
    elif len(trie.dictionary.keys()) == 1:
        # There is only one child in this dictionary, so we will just delegate
        # to the downstream trie to print stuff.
        PrintTrie(
            trie.dictionary.values()[0], prefix, max_depth, min_size, color)
    elif trie.size > min_size:
        print('{0}{1} {2}'.format(
              prefix,
              MaybeAddColor(trie.name, color),
              ReadableSize(trie.size)))
        keys_with_sizes = [
            (k, trie.dictionary[k].size) for k in trie.dictionary.keys()]
        keys_with_sizes.sort(key=lambda x: x[1])
        for k, _ in keys_with_sizes[::-1]:
            PrintTrie(
                trie.dictionary[k], prefix + ' |', max_depth, min_size, color)


def main(argv):
    if not sys.platform.startswith('linux'):
        raise RuntimeError('Currently this tool only supports Linux.')
    parser = argparse.ArgumentParser(
        description="Tool to inspect binary size.")
    parser.add_argument(
        '--max_depth', type=int, default=10,
        help='The maximum depth to print the symbol tree.')
    parser.add_argument(
        '--min_size', type=int, default=1024,
        help='The mininum symbol size to print.')
    parser.add_argument(
        '--nm_command', type=str, default='nm',
        help='The path to the nm command that the tool needs.')
    parser.add_argument(
        '--color', action='store_true',
        help='If set, use ascii color for output.')
    parser.add_argument(
        '--target', type=str,
        help='The binary target to inspect.')
    args = parser.parse_args(argv)
    if not args.target:
        raise RuntimeError('You must specify a target to inspect.')
    symbol_trie = GetSymbolTrie(
        args.target, args.nm_command, args.max_depth)
    PrintTrie(symbol_trie, '', args.max_depth, args.min_size, args.color)


if __name__ == '__main__':
    main(sys.argv[1:])