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setup.py
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setup.py
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import configparser
import functools
import glob
import multiprocessing.pool
import os
import platform
import re
import shutil
import subprocess
import sys
import sysconfig
import setuptools
import setuptools.extension
from distutils import log
from distutils.errors import CompileError
from distutils.command.clean import clean as _clean
from setuptools.command.build_ext import build_ext as _build_ext
from setuptools.command.build_clib import build_clib as _build_clib
from setuptools.command.sdist import sdist as _sdist
from setuptools.extension import Library
try:
from Cython.Build import cythonize
except ImportError as err:
cythonize = err
# --- Utils ------------------------------------------------------------------
def _eprint(*args, **kwargs):
print(*args, **kwargs, file=sys.stderr)
def _patch_osx_compiler(compiler, machine):
# On newer OSX, Python has been compiled as a universal binary, so
# it will attempt to pass universal binary flags when building the
# extension. This will not work because the code makes use of CPU
# specific SIMD extensions.
for tool in ("compiler", "compiler_so", "linker_so"):
flags = getattr(compiler, tool)
i = next((i for i in range(1, len(flags)) if flags[i-1] == "-arch" and flags[i] != machine), None)
if i is not None:
flags.pop(i)
flags.pop(i-1)
def _detect_target_machine(platform):
if platform == "win32":
return "x86"
return platform.rsplit("-", 1)[-1]
def _detect_target_cpu(platform):
machine = _detect_target_machine(platform)
if re.match("^mips", machine):
return "mips"
elif re.match("^(aarch64|arm64)$", machine):
return "aarch64"
elif re.match("^arm", machine):
return "arm"
elif re.match("(x86_64)|AMD64|amd64", machine):
return "x86_64"
elif re.match("(x86)|(^i.86$)", machine):
return "x86"
elif re.match("^(powerpc|ppc)", machine):
return "ppc"
return None
def _detect_target_system(platform):
if platform.startswith("win"):
return "windows"
elif platform.startswith("macos"):
return "macos"
elif platform.startswith("linux"):
return "linux_or_android"
elif platform.startswith("freebsd"):
return "freebsd"
return None
# --- Commands ------------------------------------------------------------------
class Extension(setuptools.extension.Extension):
def __init__(self, *args, **kwargs):
self._needs_stub = False
self.platform_sources = kwargs.pop("platform_sources", {})
super().__init__(*args, **kwargs)
# --- Commands ------------------------------------------------------------------
class sdist(_sdist):
"""A `sdist` that generates a `pyproject.toml` on the fly.
"""
def run(self):
# build `pyproject.toml` from `setup.cfg`
c = configparser.ConfigParser()
c.add_section("build-system")
c.set("build-system", "requires", str(self.distribution.setup_requires))
c.set("build-system", 'build-backend', '"setuptools.build_meta"')
with open("pyproject.toml", "w") as pyproject:
c.write(pyproject)
# run the rest of the packaging
_sdist.run(self)
class build_ext(_build_ext):
"""A `build_ext` that disables optimizations if compiled in debug mode.
"""
# --- Compatibility with `setuptools.Command`
user_options = _build_ext.user_options + [
("disable-avx512", None, "Force compiling the extension without AVX512 instructions"),
("disable-avx2", None, "Force compiling the extension without AVX2 instructions"),
("disable-sse2", None, "Force compiling the extension without SSE2 instructions"),
("disable-mmx", None, "Force compiling the extension without MMX instructions"),
("disable-neon", None, "Force compiling the extension without NEON instructions"),
]
def initialize_options(self):
_build_ext.initialize_options(self)
self.disable_avx512 = False
self.disable_avx2 = False
self.disable_sse2 = False
self.disable_neon = False
self.disable_mmx = False
self.target_machine = None
self.target_system = None
self.target_cpu = None
def finalize_options(self):
_build_ext.finalize_options(self)
# detect platform options
self.target_machine = _detect_target_machine(self.plat_name)
self.target_system = _detect_target_system(self.plat_name)
self.target_cpu = _detect_target_cpu(self.plat_name)
# record SIMD-specific options
self._simd_supported = dict(AVX512=False, AVX2=False, SSE2=False, NEON=False, MMX=False)
self._simd_defines = dict(AVX512=[], AVX2=[], SSE2=[], NEON=[], MMX=[])
self._simd_flags = dict(AVX512=[], AVX2=[], SSE2=[], NEON=[], MMX=[])
self._simd_disabled = {
"AVX512": self.disable_avx512,
"AVX2": self.disable_avx2,
"SSE2": self.disable_sse2,
"NEON": self.disable_neon,
"MMX": self.disable_mmx,
}
# transfer arguments to the build_clib method
self._clib_cmd = self.get_finalized_command("build_clib")
self._clib_cmd.debug = self.debug
self._clib_cmd.force = self.force
self._clib_cmd.verbose = self.verbose
self._clib_cmd.define = self.define
self._clib_cmd.include_dirs = self.include_dirs
self._clib_cmd.compiler = self.compiler
self._clib_cmd.parallel = self.parallel
self._clib_cmd.plat_name = self.plat_name
self._clib_cmd.target_machine = self.target_machine
self._clib_cmd.target_system = self.target_system
self._clib_cmd.target_cpu = self.target_cpu
# --- Autotools-like helpers ---
def _check_simd_generic(self, name, flags, program):
_eprint('checking whether compiler can build', name, 'code', end="... ")
base = "have_{}".format(name)
testfile = os.path.join(self.build_temp, "{}.c".format(base))
binfile = self.compiler.executable_filename(base, output_dir=self.build_temp)
objects = []
self.mkpath(self.build_temp)
with open(testfile, "w") as f:
f.write(program)
try:
self.mkpath(self.build_temp)
objects = self.compiler.compile([testfile], extra_preargs=flags)
self.compiler.link_executable(objects, base, extra_preargs=flags, output_dir=self.build_temp)
subprocess.run([binfile], check=True)
except CompileError:
_eprint("no")
return False
except (subprocess.SubprocessError, OSError):
_eprint("yes, but cannot run code")
return True # assume we are cross-compiling, and still build
else:
if not flags:
_eprint("yes")
else:
_eprint("yes, with {}".format(" ".join(flags)))
return True
finally:
os.remove(testfile)
for obj in filter(os.path.isfile, objects):
os.remove(obj)
if os.path.isfile(binfile):
os.remove(binfile)
def _avx512_flags(self):
if self.compiler.compiler_type == "msvc":
return ["/arch:AVX512"]
return ["-mavx512bw", "-mavx512f"]
def _check_avx512(self):
return self._check_simd_generic(
"AVX512",
self._avx512_flags(),
program="""
#include <immintrin.h>
int main(int argc, char *argv[]) {{
__m512i a = _mm512_set1_epi16(-1);
__m512i b = _mm512_set1_epi16(0);
a = _mm512_abs_epi16(a);
__mmask32 c = _mm512_cmpgt_epi16_mask(a, b);
return (c == 0xFFFFFFFF) ? 0 : 1;
}}
""",
)
def _avx2_flags(self):
if self.compiler.compiler_type == "msvc":
return ["/arch:AVX2"]
return ["-mavx", "-mavx2"]
def _check_avx2(self):
return self._check_simd_generic(
"AVX2",
self._avx2_flags(),
program="""
#include <immintrin.h>
int main(int argc, char *argv[]) {{
__m256i a = _mm256_set1_epi16(-1);
a = _mm256_abs_epi16(a);
short x = _mm256_extract_epi16(a, 1);
return (x == 1) ? 0 : 1;
}}
""",
)
def _sse2_flags(self):
if self.compiler.compiler_type == "msvc":
return ["/arch:SSE2"]
return ["-msse", "-msse2"]
def _check_sse2(self):
return self._check_simd_generic(
"SSE2",
self._sse2_flags(),
program="""
#include <emmintrin.h>
int main(int argc, char *argv[]) {{
__m128i a = _mm_set1_epi16(-1);
a = _mm_and_si128(a, a);
short x = _mm_extract_epi16(a, 1);
return (x == -1) ? 0 : 1;
}}
""",
)
def _neon_flags(self):
return ["-mfpu=neon"] if self.target_cpu == "arm" else []
def _check_neon(self):
return self._check_simd_generic(
"NEON",
self._neon_flags(),
program="""
#include <arm_neon.h>
int main(int argc, char *argv[]) {{
int16x8_t a = vdupq_n_s16(-1);
a = vabsq_s16(a);
short x = vgetq_lane_s16(a, 1);
return (x == 1) ? 0 : 1;
}}
""",
)
def _mmx_flags(self):
return []
def _check_mmx(self):
return self._check_simd_generic(
"MMX",
self._mmx_flags(),
program="""
#include <mmintrin.h>
int main(int argc, char *argv[]) {{
__m64 a = _mm_set1_pi16(1);
short x = (short) _m_to_int(a);
return (x == 1) ? 0 : 1;
}}
""",
)
def _check_getid(self):
_eprint('checking whether `PyInterpreterState_GetID` is available')
base = "have_getid"
testfile = os.path.join(self.build_temp, "{}.c".format(base))
objects = []
self.mkpath(self.build_temp)
with open(testfile, "w") as f:
f.write("""
#include <stdint.h>
#include <stdlib.h>
#include <Python.h>
int main(int argc, char *argv[]) {{
PyInterpreterState_GetID(NULL);
return 0;
}}
""")
if self.compiler.compiler_type == "msvc":
flags = ["/WX"]
else:
flags = ["-Werror=implicit-function-declaration"]
try:
self.mkpath(self.build_temp)
objects = self.compiler.compile([testfile], extra_postargs=flags)
except CompileError:
_eprint("no")
return False
else:
_eprint("yes")
return True
finally:
os.remove(testfile)
for obj in filter(os.path.isfile, objects):
os.remove(obj)
# --- Build code ---
def build_simd_code(self, ext):
# build platform-specific code
for simd, sources in ext.platform_sources.items():
if self._simd_supported[simd] and not self._simd_disabled[simd]:
objects = [
os.path.join(self.build_temp, s.replace(".c", self.compiler.obj_extension))
for s in sources
]
for source, object in zip(sources, objects):
self.make_file(
[source],
object,
self.compiler.compile,
(
[source],
self.build_temp,
ext.define_macros + self._simd_defines[simd],
ext.include_dirs,
self.debug,
ext.extra_compile_args + self._simd_flags[simd],
None,
ext.depends
)
)
ext.extra_objects.extend(objects)
if simd == "NEON" or simd == "AVX2" or simd == "AVX512":
ext.extra_link_args.extend(self._simd_flags[simd])
def build_extension(self, ext):
# show the compiler being used
_eprint("building", ext.name, "for", self.plat_name, "with", self.compiler.compiler_type, "compiler")
# add debug symbols if we are building in debug mode
if self.debug:
if self.compiler.compiler_type in {"unix", "cygwin", "mingw32"}:
ext.extra_compile_args.append("-g")
elif self.compiler.compiler_type == "msvc":
ext.extra_compile_args.append("/Z7")
if sys.implementation.name == "cpython":
ext.define_macros.append(("CYTHON_TRACE_NOGIL", 1))
else:
ext.define_macros.append(("CYTHON_WITHOUT_ASSERTIONS", 1))
if self.compiler.compiler_type in {"unix", "cygwin", "mingw32"}:
ext.extra_compile_args.append("-Wno-unused-variable")
# remove universal binary CFLAGS from the compiler if any
if self.target_system == "macos":
_patch_osx_compiler(self.compiler, self.target_machine)
# make sure the PyInterpreterState_GetID() function is available
if self._check_getid():
ext.define_macros.append(("HAS_PYINTERPRETERSTATE_GETID", 1))
# update link and include directories
for name in ext.libraries:
lib = self._clib_cmd.get_library(name)
libfile = self.compiler.library_filename(
lib.name, output_dir=self._clib_cmd.build_clib
)
ext.depends.append(libfile)
ext.extra_objects.append(libfile)
# add include path to patched headers
ext.include_dirs.append(os.path.join(self._clib_cmd.build_src, "vendor", "Prodigal"))
# build platform-specific code
self.build_simd_code(ext)
# build the rest of the extension as normal
_build_ext.build_extension(self, ext)
def build_extensions(self):
# check `cythonize` is available
if isinstance(cythonize, ImportError):
raise RuntimeError("Cython is required to run `build_ext` command") from cythonize
# compile the C library if not done already
if not self.distribution.have_run.get("build_clib", False):
self._clib_cmd.run()
# use debug directives with Cython if building in debug mode
cython_args = {
"include_path": ["include"],
"compiler_directives": {
"cdivision": True,
"nonecheck": False,
},
"compile_time_env": {
"SYS_IMPLEMENTATION_NAME": sys.implementation.name,
"SYS_VERSION_INFO_MAJOR": sys.version_info.major,
"SYS_VERSION_INFO_MINOR": sys.version_info.minor,
"SYS_VERSION_INFO_MICRO": sys.version_info.micro,
"TARGET_CPU": self.target_cpu,
"TARGET_SYSTEM": self.target_system,
"AVX512_BUILD_SUPPORT": False,
"AVX2_BUILD_SUPPORT": False,
"NEON_BUILD_SUPPORT": False,
"SSE2_BUILD_SUPPORT": False,
"MMX_BUILD_SUPPORT": False,
}
}
if self.force:
cython_args["force"] = True
if self.debug:
cython_args["annotate"] = True
cython_args["compiler_directives"]["cdivision_warnings"] = True
cython_args["compiler_directives"]["warn.undeclared"] = True
cython_args["compiler_directives"]["warn.unreachable"] = True
cython_args["compiler_directives"]["warn.maybe_uninitialized"] = True
cython_args["compiler_directives"]["warn.unused"] = True
cython_args["compiler_directives"]["warn.unused_arg"] = True
cython_args["compiler_directives"]["warn.unused_result"] = True
cython_args["compiler_directives"]["warn.multiple_declarators"] = True
else:
cython_args["compiler_directives"]["boundscheck"] = False
cython_args["compiler_directives"]["wraparound"] = False
# check if we can build platform-specific code
if self.target_cpu == "x86" or self.target_cpu == "x86_64":
if not self._simd_disabled["AVX512"] and self._check_avx512():
cython_args["compile_time_env"]["AVX512_BUILD_SUPPORT"] = True
self._simd_supported["AVX512"] = True
self._simd_flags["AVX512"].extend(self._avx512_flags())
self._simd_defines["AVX512"].append(("__AVX512__", 1))
if not self._simd_disabled["AVX2"] and self._check_avx2():
cython_args["compile_time_env"]["AVX2_BUILD_SUPPORT"] = True
self._simd_supported["AVX2"] = True
self._simd_flags["AVX2"].extend(self._avx2_flags())
self._simd_defines["AVX2"].append(("__AVX2__", 1))
if not self._simd_disabled["SSE2"] and self._check_sse2():
cython_args["compile_time_env"]["SSE2_BUILD_SUPPORT"] = True
self._simd_supported["SSE2"] = True
self._simd_flags["SSE2"].extend(self._sse2_flags())
self._simd_defines["SSE2"].append(("__SSE2__", 1))
if not self._simd_disabled["MMX"] and self._check_mmx():
cython_args["compile_time_env"]["MMX_BUILD_SUPPORT"] = True
self._simd_supported["MMX"] = True
self._simd_flags["MMX"].extend(self._mmx_flags())
self._simd_defines["MMX"].append(("__MMX__", 1))
elif self.target_cpu == "arm" or self.target_cpu == "aarch64":
if not self._simd_disabled["NEON"] and self._check_neon():
cython_args["compile_time_env"]["NEON_BUILD_SUPPORT"] = True
self._simd_supported["NEON"] = True
self._simd_flags["NEON"].extend(self._neon_flags())
self._simd_defines["NEON"].append(("__ARM_NEON__", 1))
# cythonize the extensions (retaining platform-specific sources)
platform_sources = [ext.platform_sources for ext in self.extensions]
self.extensions = cythonize(self.extensions, **cython_args)
for ext, plat_src in zip(self.extensions, platform_sources):
ext.platform_sources = plat_src
# build the extensions as normal
_build_ext.build_extensions(self)
class build_clib(_build_clib):
"""A custom `build_clib` that splits the `training.c` file from Prodigal.
"""
# --- Compatibility with `setuptools.Command`
user_options = _build_clib.user_options + [
("parallel=", "j", "number of parallel build jobs"),
("plat-name=", "p", "platform name to cross-compile for, if supported")
]
def initialize_options(self):
_build_clib.initialize_options(self)
self.plat_name = None
self.parallel = None
self.target_machine = None
self.target_system = None
self.target_cpu = None
self.build_src = None
def finalize_options(self):
_build_clib.finalize_options(self)
if self.parallel is not None:
self.parallel = int(self.parallel)
# detect platform options
if self.plat_name is None:
self.plat_name = sysconfig.get_platform()
if self.build_src is None:
self.build_src = os.path.join(os.path.dirname(self.build_temp), "src")
self.target_machine = _detect_target_machine(self.plat_name)
self.target_system = _detect_target_system(self.plat_name)
self.target_cpu = _detect_target_cpu(self.plat_name)
# find training file to split
self.training_temp = os.path.join(self.build_src, "training")
self.training_file = next(
os.path.join(self.build_src, s)
for s in self.libraries[0].sources
if os.path.basename(s) == "training.c"
)
# --- Autotools-like helpers ---
def _check_function(self, funcname, header, args="()"):
_eprint('checking whether function', repr(funcname), 'is available', end="... ")
base = "have_{}".format(funcname)
testfile = os.path.join(self.build_temp, "{}.c".format(base))
binfile = self.compiler.executable_filename(base, output_dir=self.build_temp)
objects = []
with open(testfile, "w") as f:
f.write("""
#include <{}>
int main(int argc, char *argv[]) {{
{}{};
return 0;
}}
""".format(header, funcname, args))
try:
objects = self.compiler.compile([testfile], debug=self.debug)
self.compiler.link_executable(objects, base, output_dir=self.build_temp)
except CompileError:
_eprint("no")
return False
else:
_eprint("yes")
return True
finally:
os.remove(testfile)
for obj in filter(os.path.isfile, objects):
os.remove(obj)
if os.path.isfile(binfile):
os.remove(binfile)
# --- Compatibility with base `build_clib` command ---
def check_library_list(self, libraries):
pass
def get_library_names(self):
return [ lib.name for lib in self.libraries ]
def get_source_files(self):
return [ source for lib in self.libraries for source in lib.sources ]
def get_library(self, name):
return next(lib for lib in self.libraries if lib.name == name)
# --- Build code ---
def _write_source_split(self, training_temp, index, lines):
filename = os.path.join(training_temp, "training{:02}.c".format(index))
with open(filename, "wb") as dst:
if index != 0:
dst.write(b'#include "training.h"\n')
dst.writelines(lines)
lines.clear()
def _split_training_source(self, training_file, training_temp):
self.mkpath(training_temp)
with open(training_file, "rb") as src:
lines = []
index = 0
for line in src:
if line.startswith(b"void initialize_metagenome"):
self._write_source_split(training_temp, index, lines)
index += 1
if line.lstrip().startswith(b"struct _training"):
line = line.replace(b"struct _training", b"static const struct _training")
lines.append(line)
self._write_source_split(training_temp, index, lines)
def _copy_prodigal_sources(self):
# copy source folder
self.mkpath(os.path.join(self.build_src, "vendor", "Prodigal"))
for c_file in glob.iglob(os.path.join("vendor", "Prodigal", "*.c")):
self.copy_file(c_file, os.path.join(self.build_src, c_file))
for h_file in glob.iglob(os.path.join("vendor", "Prodigal", "*.h")):
if os.path.basename(h_file) != "node.h":
self.copy_file(h_file, os.path.join(self.build_src, h_file))
# replace `node.h` with the packed `struct _node`
self.copy_file(
os.path.join("pyrodigal", "prodigal", "node.h"),
os.path.join(self.build_src, "vendor", "Prodigal", "node.h"),
)
def build_libraries(self, libraries):
# copy Prodigal source files to the build folder so they can be patched
self._copy_prodigal_sources()
# split the huge `training.c` file in small chunks with individual
# functions so that it can compile even on low-memory machines
self.make_file(
[self.training_file],
self.training_temp,
self._split_training_source,
(self.training_file, self.training_temp)
)
# build each library only if the sources are outdated
self.mkpath(self.build_clib)
for library in libraries:
libname = self.compiler.library_filename(library.name, output_dir=self.build_clib)
self.make_file(library.sources, libname, self.build_library, (library,))
def build_library(self, library):
# show the compiler being used
_eprint("building", library.name, "for", self.plat_name, "with", self.compiler.compiler_type, "compiler")
# fix include dirs
if library.name == "prodigal":
library.include_dirs.append(os.path.join(self.build_src, "vendor", "Prodigal"))
# add debug flags if we are building in debug mode
if self.debug:
if self.compiler.compiler_type in {"unix", "cygwin", "mingw32"}:
library.extra_compile_args.append("-g")
elif self.compiler.compiler_type == "msvc":
library.extra_compile_args.append("/Z7")
# store compile args
compile_args = (
self.build_temp,
library.define_macros,
library.include_dirs,
self.debug,
library.extra_compile_args,
None,
library.depends,
)
# manually prepare sources and get the names of object files
sources = [os.path.join(self.build_src, src) for src in library.sources]
if library.name == "prodigal":
sources.remove(self.training_file)
sources.extend(sorted(glob.iglob(os.path.join(self.training_temp, "*.c"))))
objects = [
os.path.join(self.build_temp, s.replace(".c", self.compiler.obj_extension))
for s in sources
]
# compile outdated files in parallel
with multiprocessing.pool.ThreadPool(self.parallel) as pool:
pool.starmap(
functools.partial(self._compile_file, compile_args=compile_args),
zip(sources, objects)
)
# link into a static library
libfile = self.compiler.library_filename(
library.name,
output_dir=self.build_clib,
)
self.make_file(
objects,
libfile,
self.compiler.create_static_lib,
(objects, library.name, self.build_clib, None, self.debug)
)
def _compile_file(self, source, object, compile_args):
self.make_file(
[source],
object,
self.compiler.compile,
([source], *compile_args)
)
class clean(_clean):
"""A `clean` that removes intermediate files created by Cython.
"""
def run(self):
for ext in self.distribution.ext_modules:
source = next(src for src in ext.sources if src.endswith(".pyx"))
extensions = [".html"]
if self.all:
extensions.extend([".*.so", ".c", ".h"])
for extension in extensions:
for file in glob.glob(source.replace(".pyx", extension)):
log.info("removing {!r}".format(file))
os.remove(file)
_clean.run(self)
# --- Setup ---------------------------------------------------------------------
setuptools.setup(
libraries=[
Library(
"prodigal",
sources=[
os.path.join("vendor", "Prodigal", "{}.c".format(base))
for base in [
"bitmap",
"dprog",
"gene",
"metagenomic",
"node",
"sequence",
"training"
]
],
),
],
ext_modules=[
Extension(
"pyrodigal.lib",
sources=[
"pyrodigal/lib.pyx",
"pyrodigal/impl/generic.c"
],
platform_sources={
"AVX2": ["pyrodigal/impl/avx.c"],
"AVX512": ["pyrodigal/impl/avx512.c"],
"NEON": ["pyrodigal/impl/neon.c"],
"SSE2": ["pyrodigal/impl/sse.c"],
"MMX": ["pyrodigal/impl/mmx.c"],
},
include_dirs=["pyrodigal"],
libraries=["prodigal"],
),
],
cmdclass={
"sdist": sdist,
"build_ext": build_ext,
"build_clib": build_clib,
"clean": clean
}
)