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from __future__ import absolute_import, print_function
import cython
from .. import __version__
import collections
import contextlib
import hashlib
import os
import shutil
import subprocess
import re, sys, time
import warnings
from glob import iglob
from io import open as io_open
from os.path import relpath as _relpath
from distutils.extension import Extension
from distutils.util import strtobool
import zipfile
try:
from collections.abc import Iterable
except ImportError:
from collections import Iterable
try:
import gzip
gzip_open = gzip.open
gzip_ext = '.gz'
except ImportError:
gzip_open = open
gzip_ext = ''
try:
import zlib
zipfile_compression_mode = zipfile.ZIP_DEFLATED
except ImportError:
zipfile_compression_mode = zipfile.ZIP_STORED
try:
import pythran
except:
pythran = None
from .. import Utils
from ..Utils import (cached_function, cached_method, path_exists,
safe_makedirs, copy_file_to_dir_if_newer, is_package_dir, replace_suffix)
from ..Compiler.Main import Context, CompilationOptions, default_options
join_path = cached_function(os.path.join)
copy_once_if_newer = cached_function(copy_file_to_dir_if_newer)
safe_makedirs_once = cached_function(safe_makedirs)
if sys.version_info[0] < 3:
# stupid Py2 distutils enforces str type in list of sources
_fs_encoding = sys.getfilesystemencoding()
if _fs_encoding is None:
_fs_encoding = sys.getdefaultencoding()
def encode_filename_in_py2(filename):
if not isinstance(filename, bytes):
return filename.encode(_fs_encoding)
return filename
else:
def encode_filename_in_py2(filename):
return filename
basestring = str
def _make_relative(file_paths, base=None):
if not base:
base = os.getcwd()
if base[-1] != os.path.sep:
base += os.path.sep
return [_relpath(path, base) if path.startswith(base) else path
for path in file_paths]
def extended_iglob(pattern):
if '{' in pattern:
m = re.match('(.*){([^}]+)}(.*)', pattern)
if m:
before, switch, after = m.groups()
for case in switch.split(','):
for path in extended_iglob(before + case + after):
yield path
return
if '**/' in pattern:
seen = set()
first, rest = pattern.split('**/', 1)
if first:
first = iglob(first+'/')
else:
first = ['']
for root in first:
for path in extended_iglob(join_path(root, rest)):
if path not in seen:
seen.add(path)
yield path
for path in extended_iglob(join_path(root, '*', '**/' + rest)):
if path not in seen:
seen.add(path)
yield path
else:
for path in iglob(pattern):
yield path
def nonempty(it, error_msg="expected non-empty iterator"):
empty = True
for value in it:
empty = False
yield value
if empty:
raise ValueError(error_msg)
@cached_function
def file_hash(filename):
path = os.path.normpath(filename)
prefix = ('%d:%s' % (len(path), path)).encode("UTF-8")
m = hashlib.md5(prefix)
with open(path, 'rb') as f:
data = f.read(65000)
while data:
m.update(data)
data = f.read(65000)
return m.hexdigest()
def update_pythran_extension(ext):
if pythran is None:
raise RuntimeError("You first need to install Pythran to use the np_pythran directive.")
try:
pythran_ext = pythran.config.make_extension(python=True)
except TypeError: # older pythran version only
pythran_ext = pythran.config.make_extension()
ext.include_dirs.extend(pythran_ext['include_dirs'])
ext.extra_compile_args.extend(pythran_ext['extra_compile_args'])
ext.extra_link_args.extend(pythran_ext['extra_link_args'])
ext.define_macros.extend(pythran_ext['define_macros'])
ext.undef_macros.extend(pythran_ext['undef_macros'])
ext.library_dirs.extend(pythran_ext['library_dirs'])
ext.libraries.extend(pythran_ext['libraries'])
ext.language = 'c++'
# These options are not compatible with the way normal Cython extensions work
for bad_option in ["-fwhole-program", "-fvisibility=hidden"]:
try:
ext.extra_compile_args.remove(bad_option)
except ValueError:
pass
def parse_list(s):
"""
>>> parse_list("")
[]
>>> parse_list("a")
['a']
>>> parse_list("a b c")
['a', 'b', 'c']
>>> parse_list("[a, b, c]")
['a', 'b', 'c']
>>> parse_list('a " " b')
['a', ' ', 'b']
>>> parse_list('[a, ",a", "a,", ",", ]')
['a', ',a', 'a,', ',']
"""
if len(s) >= 2 and s[0] == '[' and s[-1] == ']':
s = s[1:-1]
delimiter = ','
else:
delimiter = ' '
s, literals = strip_string_literals(s)
def unquote(literal):
literal = literal.strip()
if literal[0] in "'\"":
return literals[literal[1:-1]]
else:
return literal
return [unquote(item) for item in s.split(delimiter) if item.strip()]
transitive_str = object()
transitive_list = object()
bool_or = object()
distutils_settings = {
'name': str,
'sources': list,
'define_macros': list,
'undef_macros': list,
'libraries': transitive_list,
'library_dirs': transitive_list,
'runtime_library_dirs': transitive_list,
'include_dirs': transitive_list,
'extra_objects': list,
'extra_compile_args': transitive_list,
'extra_link_args': transitive_list,
'export_symbols': list,
'depends': transitive_list,
'language': transitive_str,
'np_pythran': bool_or
}
@cython.locals(start=cython.Py_ssize_t, end=cython.Py_ssize_t)
def line_iter(source):
if isinstance(source, basestring):
start = 0
while True:
end = source.find('\n', start)
if end == -1:
yield source[start:]
return
yield source[start:end]
start = end+1
else:
for line in source:
yield line
class DistutilsInfo(object):
def __init__(self, source=None, exn=None):
self.values = {}
if source is not None:
for line in line_iter(source):
line = line.lstrip()
if not line:
continue
if line[0] != '#':
break
line = line[1:].lstrip()
kind = next((k for k in ("distutils:","cython:") if line.startswith(k)), None)
if kind is not None:
key, _, value = [s.strip() for s in line[len(kind):].partition('=')]
type = distutils_settings.get(key, None)
if line.startswith("cython:") and type is None: continue
if type in (list, transitive_list):
value = parse_list(value)
if key == 'define_macros':
value = [tuple(macro.split('=', 1))
if '=' in macro else (macro, None)
for macro in value]
if type is bool_or:
value = strtobool(value)
self.values[key] = value
elif exn is not None:
for key in distutils_settings:
if key in ('name', 'sources','np_pythran'):
continue
value = getattr(exn, key, None)
if value:
self.values[key] = value
def merge(self, other):
if other is None:
return self
for key, value in other.values.items():
type = distutils_settings[key]
if type is transitive_str and key not in self.values:
self.values[key] = value
elif type is transitive_list:
if key in self.values:
# Change a *copy* of the list (Trac #845)
all = self.values[key][:]
for v in value:
if v not in all:
all.append(v)
value = all
self.values[key] = value
elif type is bool_or:
self.values[key] = self.values.get(key, False) | value
return self
def subs(self, aliases):
if aliases is None:
return self
resolved = DistutilsInfo()
for key, value in self.values.items():
type = distutils_settings[key]
if type in [list, transitive_list]:
new_value_list = []
for v in value:
if v in aliases:
v = aliases[v]
if isinstance(v, list):
new_value_list += v
else:
new_value_list.append(v)
value = new_value_list
else:
if value in aliases:
value = aliases[value]
resolved.values[key] = value
return resolved
def apply(self, extension):
for key, value in self.values.items():
type = distutils_settings[key]
if type in [list, transitive_list]:
value = getattr(extension, key) + list(value)
setattr(extension, key, value)
@cython.locals(start=cython.Py_ssize_t, q=cython.Py_ssize_t,
single_q=cython.Py_ssize_t, double_q=cython.Py_ssize_t,
hash_mark=cython.Py_ssize_t, end=cython.Py_ssize_t,
k=cython.Py_ssize_t, counter=cython.Py_ssize_t, quote_len=cython.Py_ssize_t)
def strip_string_literals(code, prefix='__Pyx_L'):
"""
Normalizes every string literal to be of the form '__Pyx_Lxxx',
returning the normalized code and a mapping of labels to
string literals.
"""
new_code = []
literals = {}
counter = 0
start = q = 0
in_quote = False
hash_mark = single_q = double_q = -1
code_len = len(code)
quote_type = None
quote_len = -1
while True:
if hash_mark < q:
hash_mark = code.find('#', q)
if single_q < q:
single_q = code.find("'", q)
if double_q < q:
double_q = code.find('"', q)
q = min(single_q, double_q)
if q == -1:
q = max(single_q, double_q)
# We're done.
if q == -1 and hash_mark == -1:
new_code.append(code[start:])
break
# Try to close the quote.
elif in_quote:
if code[q-1] == u'\\':
k = 2
while q >= k and code[q-k] == u'\\':
k += 1
if k % 2 == 0:
q += 1
continue
if code[q] == quote_type and (
quote_len == 1 or (code_len > q + 2 and quote_type == code[q+1] == code[q+2])):
counter += 1
label = "%s%s_" % (prefix, counter)
literals[label] = code[start+quote_len:q]
full_quote = code[q:q+quote_len]
new_code.append(full_quote)
new_code.append(label)
new_code.append(full_quote)
q += quote_len
in_quote = False
start = q
else:
q += 1
# Process comment.
elif -1 != hash_mark and (hash_mark < q or q == -1):
new_code.append(code[start:hash_mark+1])
end = code.find('\n', hash_mark)
counter += 1
label = "%s%s_" % (prefix, counter)
if end == -1:
end_or_none = None
else:
end_or_none = end
literals[label] = code[hash_mark+1:end_or_none]
new_code.append(label)
if end == -1:
break
start = q = end
# Open the quote.
else:
if code_len >= q+3 and (code[q] == code[q+1] == code[q+2]):
quote_len = 3
else:
quote_len = 1
in_quote = True
quote_type = code[q]
new_code.append(code[start:q])
start = q
q += quote_len
return "".join(new_code), literals
# We need to allow spaces to allow for conditional compilation like
# IF ...:
# cimport ...
dependency_regex = re.compile(r"(?:^\s*from +([0-9a-zA-Z_.]+) +cimport)|"
r"(?:^\s*cimport +([0-9a-zA-Z_.]+(?: *, *[0-9a-zA-Z_.]+)*))|"
r"(?:^\s*cdef +extern +from +['\"]([^'\"]+)['\"])|"
r"(?:^\s*include +['\"]([^'\"]+)['\"])", re.M)
dependency_after_from_regex = re.compile(
r"(?:^\s+\(([0-9a-zA-Z_., ]*)\)[#\n])|"
r"(?:^\s+([0-9a-zA-Z_., ]*)[#\n])",
re.M)
def normalize_existing(base_path, rel_paths):
return normalize_existing0(os.path.dirname(base_path), tuple(set(rel_paths)))
@cached_function
def normalize_existing0(base_dir, rel_paths):
"""
Given some base directory ``base_dir`` and a list of path names
``rel_paths``, normalize each relative path name ``rel`` by
replacing it by ``os.path.join(base, rel)`` if that file exists.
Return a couple ``(normalized, needed_base)`` where ``normalized``
if the list of normalized file names and ``needed_base`` is
``base_dir`` if we actually needed ``base_dir``. If no paths were
changed (for example, if all paths were already absolute), then
``needed_base`` is ``None``.
"""
normalized = []
needed_base = None
for rel in rel_paths:
if os.path.isabs(rel):
normalized.append(rel)
continue
path = join_path(base_dir, rel)
if path_exists(path):
normalized.append(os.path.normpath(path))
needed_base = base_dir
else:
normalized.append(rel)
return (normalized, needed_base)
def resolve_depends(depends, include_dirs):
include_dirs = tuple(include_dirs)
resolved = []
for depend in depends:
path = resolve_depend(depend, include_dirs)
if path is not None:
resolved.append(path)
return resolved
@cached_function
def resolve_depend(depend, include_dirs):
if depend[0] == '<' and depend[-1] == '>':
return None
for dir in include_dirs:
path = join_path(dir, depend)
if path_exists(path):
return os.path.normpath(path)
return None
@cached_function
def package(filename):
dir = os.path.dirname(os.path.abspath(str(filename)))
if dir != filename and is_package_dir(dir):
return package(dir) + (os.path.basename(dir),)
else:
return ()
@cached_function
def fully_qualified_name(filename):
module = os.path.splitext(os.path.basename(filename))[0]
return '.'.join(package(filename) + (module,))
@cached_function
def parse_dependencies(source_filename):
# Actual parsing is way too slow, so we use regular expressions.
# The only catch is that we must strip comments and string
# literals ahead of time.
with Utils.open_source_file(source_filename, error_handling='ignore') as fh:
source = fh.read()
distutils_info = DistutilsInfo(source)
source, literals = strip_string_literals(source)
source = source.replace('\\\n', ' ').replace('\t', ' ')
# TODO: pure mode
cimports = []
includes = []
externs = []
for m in dependency_regex.finditer(source):
cimport_from, cimport_list, extern, include = m.groups()
if cimport_from:
cimports.append(cimport_from)
m_after_from = dependency_after_from_regex.search(source, pos=m.end())
if m_after_from:
multiline, one_line = m_after_from.groups()
subimports = multiline or one_line
cimports.extend("{0}.{1}".format(cimport_from, s.strip())
for s in subimports.split(','))
elif cimport_list:
cimports.extend(x.strip() for x in cimport_list.split(","))
elif extern:
externs.append(literals[extern])
else:
includes.append(literals[include])
return cimports, includes, externs, distutils_info
class DependencyTree(object):
def __init__(self, context, quiet=False):
self.context = context
self.quiet = quiet
self._transitive_cache = {}
def parse_dependencies(self, source_filename):
if path_exists(source_filename):
source_filename = os.path.normpath(source_filename)
return parse_dependencies(source_filename)
@cached_method
def included_files(self, filename):
# This is messy because included files are textually included, resolving
# cimports (but not includes) relative to the including file.
all = set()
for include in self.parse_dependencies(filename)[1]:
include_path = join_path(os.path.dirname(filename), include)
if not path_exists(include_path):
include_path = self.context.find_include_file(include, None)
if include_path:
if '.' + os.path.sep in include_path:
include_path = os.path.normpath(include_path)
all.add(include_path)
all.update(self.included_files(include_path))
elif not self.quiet:
print("Unable to locate '%s' referenced from '%s'" % (filename, include))
return all
@cached_method
def cimports_externs_incdirs(self, filename):
# This is really ugly. Nested cimports are resolved with respect to the
# includer, but includes are resolved with respect to the includee.
cimports, includes, externs = self.parse_dependencies(filename)[:3]
cimports = set(cimports)
externs = set(externs)
incdirs = set()
for include in self.included_files(filename):
included_cimports, included_externs, included_incdirs = self.cimports_externs_incdirs(include)
cimports.update(included_cimports)
externs.update(included_externs)
incdirs.update(included_incdirs)
externs, incdir = normalize_existing(filename, externs)
if incdir:
incdirs.add(incdir)
return tuple(cimports), externs, incdirs
def cimports(self, filename):
return self.cimports_externs_incdirs(filename)[0]
def package(self, filename):
return package(filename)
def fully_qualified_name(self, filename):
return fully_qualified_name(filename)
@cached_method
def find_pxd(self, module, filename=None):
is_relative = module[0] == '.'
if is_relative and not filename:
raise NotImplementedError("New relative imports.")
if filename is not None:
module_path = module.split('.')
if is_relative:
module_path.pop(0) # just explicitly relative
package_path = list(self.package(filename))
while module_path and not module_path[0]:
try:
package_path.pop()
except IndexError:
return None # FIXME: error?
module_path.pop(0)
relative = '.'.join(package_path + module_path)
pxd = self.context.find_pxd_file(relative, None)
if pxd:
return pxd
if is_relative:
return None # FIXME: error?
return self.context.find_pxd_file(module, None)
@cached_method
def cimported_files(self, filename):
if filename[-4:] == '.pyx' and path_exists(filename[:-4] + '.pxd'):
pxd_list = [filename[:-4] + '.pxd']
else:
pxd_list = []
# Cimports generates all possible combinations package.module
# when imported as from package cimport module.
for module in self.cimports(filename):
if module[:7] == 'cython.' or module == 'cython':
continue
pxd_file = self.find_pxd(module, filename)
if pxd_file is not None:
pxd_list.append(pxd_file)
return tuple(pxd_list)
@cached_method
def immediate_dependencies(self, filename):
all = set([filename])
all.update(self.cimported_files(filename))
all.update(self.included_files(filename))
return all
def all_dependencies(self, filename):
return self.transitive_merge(filename, self.immediate_dependencies, set.union)
@cached_method
def timestamp(self, filename):
return os.path.getmtime(filename)
def extract_timestamp(self, filename):
return self.timestamp(filename), filename
def newest_dependency(self, filename):
return max([self.extract_timestamp(f) for f in self.all_dependencies(filename)])
def transitive_fingerprint(self, filename, module, compilation_options):
r"""
Return a fingerprint of a cython file that is about to be cythonized.
Fingerprints are looked up in future compilations. If the fingerprint
is found, the cythonization can be skipped. The fingerprint must
incorporate everything that has an influence on the generated code.
"""
try:
m = hashlib.md5(__version__.encode('UTF-8'))
m.update(file_hash(filename).encode('UTF-8'))
for x in sorted(self.all_dependencies(filename)):
if os.path.splitext(x)[1] not in ('.c', '.cpp', '.h'):
m.update(file_hash(x).encode('UTF-8'))
# Include the module attributes that change the compilation result
# in the fingerprint. We do not iterate over module.__dict__ and
# include almost everything here as users might extend Extension
# with arbitrary (random) attributes that would lead to cache
# misses.
m.update(str((
module.language,
getattr(module, 'py_limited_api', False),
getattr(module, 'np_pythran', False)
)).encode('UTF-8'))
m.update(compilation_options.get_fingerprint().encode('UTF-8'))
return m.hexdigest()
except IOError:
return None
def distutils_info0(self, filename):
info = self.parse_dependencies(filename)[3]
kwds = info.values
cimports, externs, incdirs = self.cimports_externs_incdirs(filename)
basedir = os.getcwd()
# Add dependencies on "cdef extern from ..." files
if externs:
externs = _make_relative(externs, basedir)
if 'depends' in kwds:
kwds['depends'] = list(set(kwds['depends']).union(externs))
else:
kwds['depends'] = list(externs)
# Add include_dirs to ensure that the C compiler will find the
# "cdef extern from ..." files
if incdirs:
include_dirs = list(kwds.get('include_dirs', []))
for inc in _make_relative(incdirs, basedir):
if inc not in include_dirs:
include_dirs.append(inc)
kwds['include_dirs'] = include_dirs
return info
def distutils_info(self, filename, aliases=None, base=None):
return (self.transitive_merge(filename, self.distutils_info0, DistutilsInfo.merge)
.subs(aliases)
.merge(base))
def transitive_merge(self, node, extract, merge):
try:
seen = self._transitive_cache[extract, merge]
except KeyError:
seen = self._transitive_cache[extract, merge] = {}
return self.transitive_merge_helper(
node, extract, merge, seen, {}, self.cimported_files)[0]
def transitive_merge_helper(self, node, extract, merge, seen, stack, outgoing):
if node in seen:
return seen[node], None
deps = extract(node)
if node in stack:
return deps, node
try:
stack[node] = len(stack)
loop = None
for next in outgoing(node):
sub_deps, sub_loop = self.transitive_merge_helper(next, extract, merge, seen, stack, outgoing)
if sub_loop is not None:
if loop is not None and stack[loop] < stack[sub_loop]:
pass
else:
loop = sub_loop
deps = merge(deps, sub_deps)
if loop == node:
loop = None
if loop is None:
seen[node] = deps
return deps, loop
finally:
del stack[node]
_dep_tree = None
def create_dependency_tree(ctx=None, quiet=False):
global _dep_tree
if _dep_tree is None:
if ctx is None:
ctx = Context(["."], CompilationOptions(default_options))
_dep_tree = DependencyTree(ctx, quiet=quiet)
return _dep_tree
# If this changes, change also docs/src/reference/compilation.rst
# which mentions this function
def default_create_extension(template, kwds):
if 'depends' in kwds:
include_dirs = kwds.get('include_dirs', []) + ["."]
depends = resolve_depends(kwds['depends'], include_dirs)
kwds['depends'] = sorted(set(depends + template.depends))
t = template.__class__
ext = t(**kwds)
metadata = dict(distutils=kwds, module_name=kwds['name'])
return (ext, metadata)
# This may be useful for advanced users?
def create_extension_list(patterns, exclude=None, ctx=None, aliases=None, quiet=False, language=None,
exclude_failures=False):
if language is not None:
print('Warning: passing language={0!r} to cythonize() is deprecated. '
'Instead, put "# distutils: language={0}" in your .pyx or .pxd file(s)'.format(language))
if exclude is None:
exclude = []
if patterns is None:
return [], {}
elif isinstance(patterns, basestring) or not isinstance(patterns, Iterable):
patterns = [patterns]
explicit_modules = set([m.name for m in patterns if isinstance(m, Extension)])
seen = set()
deps = create_dependency_tree(ctx, quiet=quiet)
to_exclude = set()
if not isinstance(exclude, list):
exclude = [exclude]
for pattern in exclude:
to_exclude.update(map(os.path.abspath, extended_iglob(pattern)))
module_list = []
module_metadata = {}
# workaround for setuptools
if 'setuptools' in sys.modules:
Extension_distutils = sys.modules['setuptools.extension']._Extension
Extension_setuptools = sys.modules['setuptools'].Extension
else:
# dummy class, in case we do not have setuptools
Extension_distutils = Extension
class Extension_setuptools(Extension): pass
# if no create_extension() function is defined, use a simple
# default function.
create_extension = ctx.options.create_extension or default_create_extension
for pattern in patterns:
if isinstance(pattern, str):
filepattern = pattern
template = Extension(pattern, []) # Fake Extension without sources
name = '*'
base = None
ext_language = language
elif isinstance(pattern, (Extension_distutils, Extension_setuptools)):
cython_sources = [s for s in pattern.sources
if os.path.splitext(s)[1] in ('.py', '.pyx')]
if cython_sources:
filepattern = cython_sources[0]
if len(cython_sources) > 1:
print("Warning: Multiple cython sources found for extension '%s': %s\n"
"See http://cython.readthedocs.io/en/latest/src/userguide/sharing_declarations.html "
"for sharing declarations among Cython files." % (pattern.name, cython_sources))
else:
# ignore non-cython modules
module_list.append(pattern)
continue
template = pattern
name = template.name
base = DistutilsInfo(exn=template)
ext_language = None # do not override whatever the Extension says
else:
msg = str("pattern is not of type str nor subclass of Extension (%s)"
" but of type %s and class %s" % (repr(Extension),
type(pattern),
pattern.__class__))
raise TypeError(msg)
for file in nonempty(sorted(extended_iglob(filepattern)), "'%s' doesn't match any files" % filepattern):
if os.path.abspath(file) in to_exclude:
continue
module_name = deps.fully_qualified_name(file)
if '*' in name:
if module_name in explicit_modules:
continue
elif name:
module_name = name
Utils.raise_error_if_module_name_forbidden(module_name)
if module_name not in seen:
try:
kwds = deps.distutils_info(file, aliases, base).values
except Exception:
if exclude_failures:
continue
raise
if base is not None:
for key, value in base.values.items():
if key not in kwds:
kwds[key] = value
kwds['name'] = module_name
sources = [file] + [m for m in template.sources if m != filepattern]
if 'sources' in kwds:
# allow users to add .c files etc.
for source in kwds['sources']:
source = encode_filename_in_py2(source)
if source not in sources:
sources.append(source)
kwds['sources'] = sources
if ext_language and 'language' not in kwds:
kwds['language'] = ext_language
np_pythran = kwds.pop('np_pythran', False)
# Create the new extension
m, metadata = create_extension(template, kwds)
m.np_pythran = np_pythran or getattr(m, 'np_pythran', False)
if m.np_pythran:
update_pythran_extension(m)
module_list.append(m)
# Store metadata (this will be written as JSON in the
# generated C file but otherwise has no purpose)
module_metadata[module_name] = metadata
if file not in m.sources:
# Old setuptools unconditionally replaces .pyx with .c/.cpp
target_file = os.path.splitext(file)[0] + ('.cpp' if m.language == 'c++' else '.c')
try:
m.sources.remove(target_file)
except ValueError:
# never seen this in the wild, but probably better to warn about this unexpected case
print("Warning: Cython source file not found in sources list, adding %s" % file)
m.sources.insert(0, file)
seen.add(name)
return module_list, module_metadata
# This is the user-exposed entry point.
def cythonize(module_list, exclude=None, nthreads=0, aliases=None, quiet=False, force=False, language=None,
exclude_failures=False, **options):
"""
Compile a set of source modules into C/C++ files and return a list of distutils
Extension objects for them.
:param module_list: As module list, pass either a glob pattern, a list of glob
patterns or a list of Extension objects. The latter
allows you to configure the extensions separately
through the normal distutils options.
You can also pass Extension objects that have
glob patterns as their sources. Then, cythonize
will resolve the pattern and create a
copy of the Extension for every matching file.
:param exclude: When passing glob patterns as ``module_list``, you can exclude certain
module names explicitly by passing them into the ``exclude`` option.
:param nthreads: The number of concurrent builds for parallel compilation
(requires the ``multiprocessing`` module).
:param aliases: If you want to use compiler directives like ``# distutils: ...`` but
can only know at compile time (when running the ``setup.py``) which values
to use, you can use aliases and pass a dictionary mapping those aliases
to Python strings when calling :func:`cythonize`. As an example, say you
want to use the compiler
directive ``# distutils: include_dirs = ../static_libs/include/``
but this path isn't always fixed and you want to find it when running
the ``setup.py``. You can then do ``# distutils: include_dirs = MY_HEADERS``,
find the value of ``MY_HEADERS`` in the ``setup.py``, put it in a python
variable called ``foo`` as a string, and then call
``cythonize(..., aliases={'MY_HEADERS': foo})``.
:param quiet: If True, Cython won't print error, warning, or status messages during the
compilation.
:param force: Forces the recompilation of the Cython modules, even if the timestamps
don't indicate that a recompilation is necessary.
:param language: To globally enable C++ mode, you can pass ``language='c++'``. Otherwise, this
will be determined at a per-file level based on compiler directives. This
affects only modules found based on file names. Extension instances passed
into :func:`cythonize` will not be changed. It is recommended to rather
use the compiler directive ``# distutils: language = c++`` than this option.
:param exclude_failures: For a broad 'try to compile' mode that ignores compilation
failures and simply excludes the failed extensions,
pass ``exclude_failures=True``. Note that this only
really makes sense for compiling ``.py`` files which can also
be used without compilation.
:param annotate: If ``True``, will produce a HTML file for each of the ``.pyx`` or ``.py``
files compiled. The HTML file gives an indication
of how much Python interaction there is in
each of the source code lines, compared to plain C code.
It also allows you to see the C/C++ code
generated for each line of Cython code. This report is invaluable when
optimizing a function for speed,
and for determining when to :ref:`release the GIL <nogil>`:
in general, a ``nogil`` block may contain only "white" code.
See examples in :ref:`determining_where_to_add_types` or
:ref:`primes`.
:param compiler_directives: Allow to set compiler directives in the ``setup.py`` like this:
``compiler_directives={'embedsignature': True}``.
See :ref:`compiler-directives`.
:param depfile: produce depfiles for the sources if True.
"""
if exclude is None:
exclude = []
if 'include_path' not in options:
options['include_path'] = ['.']
if 'common_utility_include_dir' in options:
safe_makedirs(options['common_utility_include_dir'])
depfile = options.pop('depfile', None)
if pythran is None:
pythran_options = None
else:
pythran_options = CompilationOptions(**options)
pythran_options.cplus = True
pythran_options.np_pythran = True
c_options = CompilationOptions(**options)
cpp_options = CompilationOptions(**options); cpp_options.cplus = True
ctx = c_options.create_context()
options = c_options
module_list, module_metadata = create_extension_list(
module_list,
exclude=exclude,
ctx=ctx,
quiet=quiet,
exclude_failures=exclude_failures,
language=language,
aliases=aliases)
deps = create_dependency_tree(ctx, quiet=quiet)
build_dir = getattr(options, 'build_dir', None)
def copy_to_build_dir(filepath, root=os.getcwd()):
filepath_abs = os.path.abspath(filepath)
if os.path.isabs(filepath):
filepath = filepath_abs
if filepath_abs.startswith(root):
# distutil extension depends are relative to cwd
mod_dir = join_path(build_dir,
os.path.dirname(_relpath(filepath, root)))
copy_once_if_newer(filepath_abs, mod_dir)
modules_by_cfile = collections.defaultdict(list)
to_compile = []
for m in module_list:
if build_dir:
for dep in m.depends:
copy_to_build_dir(dep)
cy_sources = [
source for source in m.sources
if os.path.splitext(source)[1] in ('.pyx', '.py')]
if len(cy_sources) == 1:
# normal "special" case: believe the Extension module name to allow user overrides
full_module_name = m.name
else:
# infer FQMN from source files
full_module_name = None
new_sources = []
for source in m.sources:
base, ext = os.path.splitext(source)
if ext in ('.pyx', '.py'):
if m.np_pythran:
c_file = base + '.cpp'
options = pythran_options
elif m.language == 'c++':
c_file = base + '.cpp'
options = cpp_options
else:
c_file = base + '.c'
options = c_options
# setup for out of place build directory if enabled
if build_dir:
if os.path.isabs(c_file):
warnings.warn("build_dir has no effect for absolute source paths")
c_file = os.path.join(build_dir, c_file)
dir = os.path.dirname(c_file)
safe_makedirs_once(dir)
# write out the depfile, if requested
if depfile:
dependencies = deps.all_dependencies(source)
src_base_dir, _ = os.path.split(source)
if not src_base_dir.endswith(os.sep):
src_base_dir += os.sep
# paths below the base_dir are relative, otherwise absolute
paths = []
for fname in dependencies:
if (fname.startswith(src_base_dir) or
fname.startswith('.' + os.path.sep)):
paths.append(os.path.relpath(fname, src_base_dir))
else:
paths.append(os.path.abspath(fname))
depline = os.path.split(c_file)[1] + ": \\\n "
depline += " \\\n ".join(paths) + "\n"
with open(c_file+'.dep', 'w') as outfile:
outfile.write(depline)
if os.path.exists(c_file):
c_timestamp = os.path.getmtime(c_file)
else:
c_timestamp = -1
# Priority goes first to modified files, second to direct
# dependents, and finally to indirect dependents.
if c_timestamp < deps.timestamp(source):
dep_timestamp, dep = deps.timestamp(source), source
priority = 0
else:
dep_timestamp, dep = deps.newest_dependency(source)
priority = 2 - (dep in deps.immediate_dependencies(source))
if force or c_timestamp < dep_timestamp:
if not quiet and not force:
if source == dep:
print("Compiling %s because it changed." % source)
else:
print("Compiling %s because it depends on %s." % (source, dep))
if not force and options.cache:
fingerprint = deps.transitive_fingerprint(source, m, options)
else:
fingerprint = None
to_compile.append((
priority, source, c_file, fingerprint, quiet,
options, not exclude_failures, module_metadata.get(m.name),
full_module_name))
new_sources.append(c_file)
modules_by_cfile[c_file].append(m)
else:
new_sources.append(source)
if build_dir:
copy_to_build_dir(source)
m.sources = new_sources
if options.cache:
if not os.path.exists(options.cache):
os.makedirs(options.cache)
to_compile.sort()
# Drop "priority" component of "to_compile" entries and add a
# simple progress indicator.
N = len(to_compile)
progress_fmt = "[{0:%d}/{1}] " % len(str(N))
for i in range(N):
progress = progress_fmt.format(i+1, N)
to_compile[i] = to_compile[i][1:] + (progress,)
if N <= 1:
nthreads = 0
if nthreads:
# Requires multiprocessing (or Python >= 2.6)
try:
import multiprocessing
pool = multiprocessing.Pool(
nthreads, initializer=_init_multiprocessing_helper)
except (ImportError, OSError):
print("multiprocessing required for parallel cythonization")
nthreads = 0
else:
# This is a bit more involved than it should be, because KeyboardInterrupts
# break the multiprocessing workers when using a normal pool.map().
# See, for example:
# http://noswap.com/blog/python-multiprocessing-keyboardinterrupt
try:
result = pool.map_async(cythonize_one_helper, to_compile, chunksize=1)
pool.close()
while not result.ready():
try:
result.get(99999) # seconds
except multiprocessing.TimeoutError:
pass
except KeyboardInterrupt:
pool.terminate()
raise
pool.join()
if not nthreads:
for args in to_compile:
cythonize_one(*args)
if exclude_failures:
failed_modules = set()
for c_file, modules in modules_by_cfile.items():
if not os.path.exists(c_file):
failed_modules.update(modules)
elif os.path.getsize(c_file) < 200:
f = io_open(c_file, 'r', encoding='iso8859-1')
try:
if f.read(len('#error ')) == '#error ':
# dead compilation result
failed_modules.update(modules)
finally:
f.close()
if failed_modules:
for module in failed_modules:
module_list.remove(module)
print("Failed compilations: %s" % ', '.join(sorted([
module.name for module in failed_modules])))
if options.cache:
cleanup_cache(options.cache, getattr(options, 'cache_size', 1024 * 1024 * 100))
# cythonize() is often followed by the (non-Python-buffered)
# compiler output, flush now to avoid interleaving output.
sys.stdout.flush()
return module_list
if os.environ.get('XML_RESULTS'):
compile_result_dir = os.environ['XML_RESULTS']
def record_results(func):
def with_record(*args):
t = time.time()
success = True
try:
try:
func(*args)
except:
success = False
finally:
t = time.time() - t
module = fully_qualified_name(args[0])
name = "cythonize." + module
failures = 1 - success
if success:
failure_item = ""
else:
failure_item = "failure"
output = open(os.path.join(compile_result_dir, name + ".xml"), "w")
output.write("""
<?xml version="1.0" ?>
<testsuite name="%(name)s" errors="0" failures="%(failures)s" tests="1" time="%(t)s">
<testcase classname="%(name)s" name="cythonize">
%(failure_item)s
</testcase>
</testsuite>
""".strip() % locals())
output.close()
return with_record
else:
def record_results(func):
return func
# TODO: Share context? Issue: pyx processing leaks into pxd module
@record_results
def cythonize_one(pyx_file, c_file, fingerprint, quiet, options=None,
raise_on_failure=True, embedded_metadata=None, full_module_name=None,
progress=""):
from ..Compiler.Main import compile_single, default_options
from ..Compiler.Errors import CompileError, PyrexError
if fingerprint:
if not os.path.exists(options.cache):
safe_makedirs(options.cache)
# Cython-generated c files are highly compressible.
# (E.g. a compression ratio of about 10 for Sage).
fingerprint_file_base = join_path(
options.cache, "%s-%s" % (os.path.basename(c_file), fingerprint))
gz_fingerprint_file = fingerprint_file_base + gzip_ext
zip_fingerprint_file = fingerprint_file_base + '.zip'
if os.path.exists(gz_fingerprint_file) or os.path.exists(zip_fingerprint_file):
if not quiet:
print("%sFound compiled %s in cache" % (progress, pyx_file))
if os.path.exists(gz_fingerprint_file):
os.utime(gz_fingerprint_file, None)
with contextlib.closing(gzip_open(gz_fingerprint_file, 'rb')) as g:
with contextlib.closing(open(c_file, 'wb')) as f:
shutil.copyfileobj(g, f)
else:
os.utime(zip_fingerprint_file, None)
dirname = os.path.dirname(c_file)
with contextlib.closing(zipfile.ZipFile(zip_fingerprint_file)) as z:
for artifact in z.namelist():
z.extract(artifact, os.path.join(dirname, artifact))
return
if not quiet:
print("%sCythonizing %s" % (progress, pyx_file))
if options is None:
options = CompilationOptions(default_options)
options.output_file = c_file
options.embedded_metadata = embedded_metadata
any_failures = 0
try:
result = compile_single(pyx_file, options, full_module_name=full_module_name)
if result.num_errors > 0:
any_failures = 1
except (EnvironmentError, PyrexError) as e:
sys.stderr.write('%s\n' % e)
any_failures = 1
# XXX
import traceback
traceback.print_exc()
except Exception:
if raise_on_failure:
raise
import traceback
traceback.print_exc()
any_failures = 1
if any_failures:
if raise_on_failure:
raise CompileError(None, pyx_file)
elif os.path.exists(c_file):
os.remove(c_file)
elif fingerprint:
artifacts = list(filter(None, [
getattr(result, attr, None)
for attr in ('c_file', 'h_file', 'api_file', 'i_file')]))
if len(artifacts) == 1:
fingerprint_file = gz_fingerprint_file
with contextlib.closing(open(c_file, 'rb')) as f:
with contextlib.closing(gzip_open(fingerprint_file + '.tmp', 'wb')) as g:
shutil.copyfileobj(f, g)
else:
fingerprint_file = zip_fingerprint_file
with contextlib.closing(zipfile.ZipFile(
fingerprint_file + '.tmp', 'w', zipfile_compression_mode)) as zip:
for artifact in artifacts:
zip.write(artifact, os.path.basename(artifact))
os.rename(fingerprint_file + '.tmp', fingerprint_file)
def cythonize_one_helper(m):
import traceback
try:
return cythonize_one(*m)
except Exception:
traceback.print_exc()
raise
def _init_multiprocessing_helper():
# KeyboardInterrupt kills workers, so don't let them get it
import signal
signal.signal(signal.SIGINT, signal.SIG_IGN)
def cleanup_cache(cache, target_size, ratio=.85):
try:
p = subprocess.Popen(['du', '-s', '-k', os.path.abspath(cache)], stdout=subprocess.PIPE)
res = p.wait()
if res == 0:
total_size = 1024 * int(p.stdout.read().strip().split()[0])
if total_size < target_size:
return
except (OSError, ValueError):
pass
total_size = 0
all = []
for file in os.listdir(cache):
path = join_path(cache, file)
s = os.stat(path)
total_size += s.st_size
all.append((s.st_atime, s.st_size, path))
if total_size > target_size:
for time, size, file in reversed(sorted(all)):
os.unlink(file)
total_size -= size
if total_size < target_size * ratio:
break
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