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#!/usr/bin/env python
import glob
import multiprocessing.pool
import os
import tarfile
import urllib.request
import warnings
from setuptools import setup, find_packages, distutils
from torch.utils.cpp_extension import BuildExtension
from torch.utils.cpp_extension import CppExtension, include_paths
def download_extract(url, dl_path):
if not os.path.isfile(dl_path):
# Already downloaded
urllib.request.urlretrieve(url, dl_path)
if dl_path.endswith(".tar.gz") and os.path.isdir(dl_path[:-len(".tar.gz")]):
# Already extracted
return
tar = tarfile.open(dl_path)
tar.extractall('third_party/')
tar.close()
# Download/Extract openfst, boost
download_extract('https://github.com/parlance/ctcdecode/releases/download/v1.0/openfst-1.6.7.tar.gz',
'third_party/openfst-1.6.7.tar.gz')
download_extract('https://github.com/parlance/ctcdecode/releases/download/v1.0/boost_1_67_0.tar.gz',
'third_party/boost_1_67_0.tar.gz')
for file in ['third_party/kenlm/setup.py', 'third_party/ThreadPool/ThreadPool.h']:
if not os.path.exists(file):
warnings.warn('File `{}` does not appear to be present. Did you forget `git submodule update`?'.format(file))
# Does gcc compile with this header and library?
def compile_test(header, library):
dummy_path = os.path.join(os.path.dirname(__file__), "dummy")
command = "bash -c \"g++ -include " + header + " -l" + library + " -x c++ - <<<'int main() {}' -o " + dummy_path \
+ " >/dev/null 2>/dev/null && rm " + dummy_path + " 2>/dev/null\""
return os.system(command) == 0
compile_args = ['-O3', '-DKENLM_MAX_ORDER=6', '-std=c++14', '-fPIC']
ext_libs = []
if compile_test('zlib.h', 'z'):
compile_args.append('-DHAVE_ZLIB')
ext_libs.append('z')
if compile_test('bzlib.h', 'bz2'):
compile_args.append('-DHAVE_BZLIB')
ext_libs.append('bz2')
if compile_test('lzma.h', 'lzma'):
compile_args.append('-DHAVE_XZLIB')
ext_libs.append('lzma')
third_party_libs = ["kenlm", "openfst-1.6.7/src/include", "ThreadPool", "boost_1_67_0", "utf8"]
compile_args.extend(['-DINCLUDE_KENLM', '-DKENLM_MAX_ORDER=6'])
lib_sources = glob.glob('third_party/kenlm/util/*.cc') + glob.glob('third_party/kenlm/lm/*.cc') + glob.glob(
'third_party/kenlm/util/double-conversion/*.cc') + glob.glob('third_party/openfst-1.6.7/src/lib/*.cc')
lib_sources = [fn for fn in lib_sources if not (fn.endswith('main.cc') or fn.endswith('test.cc'))]
third_party_includes = [os.path.realpath(os.path.join("third_party", lib)) for lib in third_party_libs]
ctc_sources = glob.glob('ctcdecode/src/*.cpp')
extension = CppExtension(
name='ctcdecode._ext.ctc_decode',
package=True,
with_cuda=False,
sources=ctc_sources + lib_sources,
include_dirs=third_party_includes + include_paths(),
libraries=ext_libs,
extra_compile_args=compile_args,
language='c++'
)
# monkey-patch for parallel compilation
# See: https://stackoverflow.com/a/13176803
def parallelCCompile(self,
sources,
output_dir=None,
macros=None,
include_dirs=None,
debug=0,
extra_preargs=None,
extra_postargs=None,
depends=None):
# those lines are copied from distutils.ccompiler.CCompiler directly
macros, objects, extra_postargs, pp_opts, build = self._setup_compile(
output_dir, macros, include_dirs, sources, depends, extra_postargs)
cc_args = self._get_cc_args(pp_opts, debug, extra_preargs)
# parallel code
def _single_compile(obj):
try:
src, ext = build[obj]
except KeyError:
return
self._compile(obj, src, ext, cc_args, extra_postargs, pp_opts)
# convert to list, imap is evaluated on-demand
thread_pool = multiprocessing.pool.ThreadPool(os.cpu_count())
list(thread_pool.imap(_single_compile, objects))
return objects
# hack compile to support parallel compiling
distutils.ccompiler.CCompiler.compile = parallelCCompile
setup(
name="ctcdecode",
version="1.0.2",
description="CTC Decoder for PyTorch based on Paddle Paddle's implementation",
url="https://github.com/parlance/ctcdecode",
author="Ryan Leary",
author_email="ryanleary@gmail.com",
# Exclude the build files.
packages=find_packages(exclude=["build"]),
ext_modules=[extension],
cmdclass={'build_ext': BuildExtension}
)