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setup.py
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setup.py
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"""
Much of the build system code was adapted from work done by the pandas
developers [1], which was in turn based on work done in pyzmq [2] and lxml [3].
[1] http://pandas.pydata.org
[2] http://zeromq.github.io/pyzmq/
[3] http://lxml.de/
"""
import os
from os.path import splitext, basename, join as pjoin
import sys
import subprocess
import re
# temporarily redirect config directory to prevent matplotlib importing
# testing that for writeable directory which results in sandbox error in
# certain easy_install versions
os.environ["MPLCONFIGDIR"] = "."
# may need to work around setuptools bug by providing a fake Pyrex
try:
import Cython
sys.path.insert(0, pjoin(os.path.dirname(__file__), "fake_pyrex"))
except ImportError:
pass
# try bootstrapping setuptools if it doesn't exist
try:
import pkg_resources
try:
pkg_resources.require("setuptools>=0.6c5")
except pkg_resources.VersionConflict:
from ez_setup import use_setuptools
use_setuptools(version="0.6c5")
from setuptools import setup, Command, find_packages
_have_setuptools = True
except ImportError:
# no setuptools installed
from distutils.core import setup, Command
_have_setuptools = False
setuptools_kwargs = {}
if sys.version_info[0] >= 3:
setuptools_kwargs = {'zip_safe': False}
if not _have_setuptools:
sys.exit("need setuptools/distribute for Py3k"
"\n$ pip install distribute")
else:
setuptools_kwargs = {
'install_requires': [],
'zip_safe': False,
}
if not _have_setuptools:
setuptools_kwargs = {}
curdir = os.path.abspath(os.path.dirname(__file__))
README = open(pjoin(curdir, "README.txt")).read()
DISTNAME = 'statsmodels'
DESCRIPTION = 'Statistical computations and models for use with SciPy'
LONG_DESCRIPTION = README
MAINTAINER = 'Skipper Seabold, Josef Perktold'
MAINTAINER_EMAIL ='pystatsmodels@googlegroups.com'
URL = 'http://statsmodels.sourceforge.net/'
LICENSE = 'BSD License'
DOWNLOAD_URL = ''
from distutils.extension import Extension
from distutils.command.build import build
from distutils.command.sdist import sdist
from distutils.command.build_ext import build_ext as _build_ext
try:
from Cython.Distutils import build_ext as _build_ext
# from Cython.Distutils import Extension # to get pyrex debugging symbols
cython = True
except ImportError:
cython = False
class build_ext(_build_ext):
def build_extensions(self):
numpy_incl = pkg_resources.resource_filename('numpy', 'core/include')
for ext in self.extensions:
if (hasattr(ext, 'include_dirs') and
not numpy_incl in ext.include_dirs):
ext.include_dirs.append(numpy_incl)
_build_ext.build_extensions(self)
def strip_rc(version):
return re.sub(r"rc\d+$", "", version)
def check_dependency_versions(min_versions):
"""
Don't let setuptools do this. It's rude.
Just makes sure it can import the packages and if not, stops the build
process.
"""
from distutils.version import StrictVersion
try:
from numpy.version import short_version as npversion
except ImportError:
raise ImportError("statsmodels requires numpy")
try:
from scipy.version import short_version as spversion
except ImportError:
try: # scipy 0.7.0
from scipy.version import version as spversion
except ImportError:
raise ImportError("statsmodels requires scipy")
try:
from pandas.version import short_version as pversion
except ImportError:
raise ImportError("statsmodels requires pandas")
try:
from patsy import __version__ as patsy_version
except ImportError:
raise ImportError("statsmodels requires patsy. http://patsy.readthedocs.org")
try:
assert StrictVersion(strip_rc(npversion)) >= min_versions['numpy']
except AssertionError:
raise ImportError("Numpy version is %s. Requires >= %s" %
(npversion, min_versions['numpy']))
try:
assert StrictVersion(strip_rc(spversion)) >= min_versions['scipy']
except AssertionError:
raise ImportError("Scipy version is %s. Requires >= %s" %
(spversion, min_versions['scipy']))
try:
assert StrictVersion(strip_rc(pversion)) >= min_versions['pandas']
except AssertionError:
raise ImportError("Pandas version is %s. Requires >= %s" %
(pversion, min_versions['pandas']))
try: # patsy dev looks like 0.1.0+dev
pversion = re.match("\d*\.\d*\.\d*", patsy_version).group()
assert StrictVersion(pversion) >= min_versions['patsy']
except AssertionError:
raise ImportError("Patsy version is %s. Requires >= %s" %
(pversion, min_versions["patsy"]))
MAJ = 0
MIN = 6
REV = 0
ISRELEASED = False
VERSION = '%d.%d.%d' % (MAJ,MIN,REV)
classifiers = [ 'Development Status :: 4 - Beta',
'Environment :: Console',
'Programming Language :: Python :: 2.6',
'Programming Language :: Python :: 2.7',
'Programming Language :: Python :: 3.2',
'Operating System :: OS Independent',
'Intended Audience :: Developers',
'Intended Audience :: Science/Research',
'License :: OSI Approved :: BSD License',
'Topic :: Scientific/Engineering']
# Return the git revision as a string
def git_version():
def _minimal_ext_cmd(cmd):
# construct minimal environment
env = {}
for k in ['SYSTEMROOT', 'PATH']:
v = os.environ.get(k)
if v is not None:
env[k] = v
# LANGUAGE is used on win32
env['LANGUAGE'] = 'C'
env['LANG'] = 'C'
env['LC_ALL'] = 'C'
out = subprocess.Popen(" ".join(cmd), stdout = subprocess.PIPE, env=env,
shell=True).communicate()[0]
return out
try:
out = _minimal_ext_cmd(['git', 'rev-parse', 'HEAD'])
GIT_REVISION = out.strip().decode('ascii')
except OSError:
GIT_REVISION = "Unknown"
return GIT_REVISION
def write_version_py(filename=pjoin(curdir, 'statsmodels/version.py')):
cnt = "\n".join(["",
"# THIS FILE IS GENERATED FROM SETUP.PY",
"short_version = '%(version)s'",
"version = '%(version)s'",
"full_version = '%(full_version)s'",
"git_revision = '%(git_revision)s'",
"release = %(isrelease)s", "",
"if not release:",
" version = full_version"])
# Adding the git rev number needs to be done inside write_version_py(),
# otherwise the import of numpy.version messes up the build under Python 3.
FULLVERSION = VERSION
dowrite = True
if os.path.exists('.git'):
GIT_REVISION = git_version()
elif os.path.exists(filename):
# must be a source distribution, use existing version file
try:
from statsmodels.version import git_revision as GIT_REVISION
except ImportError:
dowrite = False
else:
GIT_REVISION = "Unknown"
if not ISRELEASED:
FULLVERSION += '.dev-' + GIT_REVISION[:7]
if dowrite:
try:
a = open(filename, 'w')
a.write(cnt % {'version': VERSION,
'full_version' : FULLVERSION,
'git_revision' : GIT_REVISION,
'isrelease': str(ISRELEASED)})
finally:
a.close()
try:
from distutils.command.build_py import build_py_2to3 as build_py
except ImportError:
# 2.x
from distutils.command.build_py import build_py
class CleanCommand(Command):
"""Custom distutils command to clean the .so and .pyc files."""
user_options = [("all", "a", "")]
def initialize_options(self):
self.all = True
self._clean_me = []
self._clean_trees = []
self._clean_exclude = ["bspline_ext.c",
"bspline_impl.c"]
for root, dirs, files in list(os.walk('statsmodels')):
for f in files:
if f in self._clean_exclude:
continue
if os.path.splitext(f)[-1] in ('.pyc', '.so', '.o',
'.pyo',
'.pyd', '.c', '.orig'):
self._clean_me.append(pjoin(root, f))
for d in dirs:
if d == '__pycache__':
self._clean_trees.append(pjoin(root, d))
for d in ('build',):
if os.path.exists(d):
self._clean_trees.append(d)
def finalize_options(self):
pass
def run(self):
for clean_me in self._clean_me:
try:
os.unlink(clean_me)
except Exception:
pass
for clean_tree in self._clean_trees:
try:
import shutil
shutil.rmtree(clean_tree)
except Exception:
pass
class CheckSDist(sdist):
"""Custom sdist that ensures Cython has compiled all pyx files to c."""
_pyxfiles = ['statsmodels/nonparametric/linbin.pyx',
'statsmodels/nonparametric/_smoothers_lowess.pyx',
'statsmodels/tsa/kalmanf/kalman_loglike.pyx']
def initialize_options(self):
sdist.initialize_options(self)
'''
self._pyxfiles = []
for root, dirs, files in os.walk('statsmodels'):
for f in files:
if f.endswith('.pyx'):
self._pyxfiles.append(pjoin(root, f))
'''
def run(self):
if 'cython' in cmdclass:
self.run_command('cython')
else:
for pyxfile in self._pyxfiles:
cfile = pyxfile[:-3] + 'c'
msg = "C-source file '%s' not found." % (cfile) +\
" Run 'setup.py cython' before sdist."
assert os.path.isfile(cfile), msg
sdist.run(self)
class CheckingBuildExt(build_ext):
"""Subclass build_ext to get clearer report if Cython is necessary."""
def check_cython_extensions(self, extensions):
for ext in extensions:
for src in ext.sources:
if not os.path.exists(src):
raise Exception("""Cython-generated file '%s' not found.
Cython is required to compile statsmodels from a development branch.
Please install Cython or download a source release of statsmodels.
""" % src)
def build_extensions(self):
self.check_cython_extensions(self.extensions)
build_ext.build_extensions(self)
class CythonCommand(build_ext):
"""Custom distutils command subclassed from Cython.Distutils.build_ext
to compile pyx->c, and stop there. All this does is override the
C-compile method build_extension() with a no-op."""
def build_extension(self, ext):
pass
class DummyBuildSrc(Command):
""" numpy's build_src command interferes with Cython's build_ext.
"""
user_options = []
def initialize_options(self):
self.py_modules_dict = {}
def finalize_options(self):
pass
def run(self):
pass
cmdclass = {'clean': CleanCommand,
'build': build,
'sdist': CheckSDist}
if cython:
suffix = ".pyx"
cmdclass["build_ext"] = CheckingBuildExt
cmdclass["cython"] = CythonCommand
else:
suffix = ".c"
cmdclass["build_src"] = DummyBuildSrc
cmdclass["build_ext"] = CheckingBuildExt
lib_depends = []
def srcpath(name=None, suffix='.pyx', subdir='src'):
return pjoin('statsmodels', subdir, name + suffix)
if suffix == ".pyx":
lib_depends = [srcpath(f, suffix=".pyx") for f in lib_depends]
else:
lib_depends = []
common_include = []
# some linux distros require it
#NOTE: we are not currently using this but add it to Extension, if needed.
# libraries = ['m'] if 'win32' not in sys.platform else []
ext_data = dict(
kalman_loglike = {"pyxfile" : "tsa/kalmanf/kalman_loglike",
"depends" : [],
"sources" : []},
linbin = {"pyxfile" : "nonparametric/linbin",
"depends" : [],
"sources" : []},
_smoothers_lowess = {"pyxfile" : "nonparametric/_smoothers_lowess",
"depends" : [],
"sources" : []}
)
def pxd(name):
return os.path.abspath(pjoin('pandas', name + '.pxd'))
extensions = []
for name, data in ext_data.items():
sources = [srcpath(data['pyxfile'], suffix=suffix, subdir='')]
pxds = [pxd(x) for x in data.get('pxdfiles', [])]
destdir = ".".join(os.path.dirname(data["pyxfile"]).split("/"))
if suffix == '.pyx' and pxds:
sources.extend(pxds)
sources.extend(data.get('sources', []))
include = data.get('include', common_include)
obj = Extension('statsmodels.%s.%s' % (destdir, name),
sources=sources,
depends=data.get('depends', []),
include_dirs=include)
extensions.append(obj)
if suffix == '.pyx' and 'setuptools' in sys.modules:
# undo dumb setuptools bug clobbering .pyx sources back to .c
for ext in extensions:
if ext.sources[0].endswith('.c'):
root, _ = os.path.splitext(ext.sources[0])
ext.sources[0] = root + suffix
if _have_setuptools:
setuptools_kwargs["test_suite"] = "nose.collector"
from os.path import relpath
def get_data_files():
sep = os.path.sep
# install the datasets
data_files = {}
root = pjoin(curdir, "statsmodels", "datasets")
for i in os.listdir(root):
if i is "tests":
continue
path = pjoin(root, i)
if os.path.isdir(path):
data_files.update({relpath(path, start=curdir).replace(sep, ".") : ["*.csv",
"*.dta"]})
# add all the tests and results files
for r, ds, fs in os.walk(pjoin(curdir, "statsmodels")):
r_ = relpath(r, start=curdir)
if r_.endswith('results') and 'sandbox' not in r_:
data_files.update({r_.replace(sep, ".") : ["*.csv",
"*.txt"]})
return data_files
if __name__ == "__main__":
if os.path.exists('MANIFEST'):
os.unlink('MANIFEST')
min_versions = {
'numpy' : '1.4.0',
'scipy' : '0.7.0',
'pandas' : '0.7.1',
'patsy' : '0.1.0',
}
if sys.version_info[0] == 3 and sys.version_info[1] >= 3:
# 3.3 needs numpy 1.7+
min_versions.update({"numpy" : "1.7.0b2"})
if not (len(sys.argv) >= 2 and ('--help' in sys.argv[1:] or
sys.argv[1] in ('--help-commands', 'egg_info', '--version',
'clean'))):
check_dependency_versions(min_versions)
write_version_py()
# this adds *.csv and *.dta files in datasets folders
# and *.csv and *.txt files in test/results folders
package_data = get_data_files()
packages = find_packages()
packages.append("statsmodels.tsa.vector_ar.data")
package_data["statsmodels.datasets.tests"].append("*.zip")
package_data["statsmodels.iolib.tests.results"].append("*.dta")
package_data["statsmodels.stats.tests.results"].append("*.json")
package_data["statsmodels.tsa.vector_ar.tests.results"].append("*.npz")
# data files that don't follow the tests/results pattern. should fix.
package_data.update({"statsmodels.stats.tests" : ["*.txt"]})
# the next two are in the sdist, but I don't manage to get them installed
package_data.update({"statsmodels.stats.libqstrung" :
["*.r", "*.txt", "*.dat"]})
package_data.update({"statsmodels.stats.libqstrung.tests" :
["*.csv", "*.dat"]})
package_data.update({"statsmodels.tsa.vector_ar.data" : ["*.dat"]})
package_data.update({"statsmodels.tsa.vector_ar.data" : ["*.dat"]})
# temporary, until moved:
package_data.update({"statsmodels.sandbox.regression.tests" :
["*.dta", ".csv"]})
# Why are we installing this stuff?
#TODO: deal with this. Not sure if it ever worked for bdists
#('docs/build/htmlhelp/statsmodelsdoc.chm',
# 'statsmodels/statsmodelsdoc.chm')
setup(name = DISTNAME,
version = VERSION,
maintainer = MAINTAINER,
ext_modules = extensions,
maintainer_email = MAINTAINER_EMAIL,
description = DESCRIPTION,
license = LICENSE,
url = URL,
download_url = DOWNLOAD_URL,
long_description = LONG_DESCRIPTION,
classifiers = classifiers,
platforms = 'any',
cmdclass = cmdclass,
packages = packages,
package_data = package_data,
include_package_data=True,
**setuptools_kwargs)