def execute(dataset, infile, outfile='.'):
os.chdir("struc2vec")
print('Current directory is', os.getcwd())
# create and activate the virtual environment
print('\nRunning in a virtual environment')
venv_dir = os.path.join(os.getcwd(), 'project', '.venv')
if not os.path.exists(venv_dir):
virtualenv.create_environment(venv_dir)
execfile(os.path.join(venv_dir, "bin", "activate_this.py"), globals())
# pip install the requirements of struc2vec in the virtual environment
print('\nInstalling requirements of struc2vec ...\n')
pip.main(['install', '--prefix', venv_dir, 'figures'])
pip.main(['install', '--prefix', venv_dir, 'fastdtw'])
pip.main(['install', '--prefix', venv_dir, 'gensim'])
pip.main(['install', '--prefix', venv_dir, 'cPickle'])
path = os.path.join('..', '..', 'graphs', dataset)
print('\nRunning struc2vec using', dataset, '...\n')
command = 'python src/main.py ' \
'--input "' + infile + '" ' \
'--num-walks 80 ' \
'--dimensions 128 ' \
'--walk-length 40 ' \
'--OPT1 True ' \
'--OPT2 True ' \
'--OPT3 True ' \
'--output "' + outfile + '"'
run = subprocess.run(command, shell=True)
print(run)
def execute(dataset, infile, outfile='.'):
os.chdir("deepwalk")
print('Current directory is', os.getcwd())
# create and activate the virtual environment
print('\nRunning in a virtual environment')
venv_dir = os.path.join(os.getcwd(), 'project', '.venv')
if not os.path.exists(venv_dir):
virtualenv.create_environment(venv_dir)
execfile(os.path.join(venv_dir, "bin", "activate_this.py"), globals())
# pip install the requirements of deepwalk in the virtual environment
print('\nInstalling requirements of deepwalk ...\n')
pip.main(['install', '--prefix', venv_dir, '-r', 'requirements.txt'])
# Setup deepwalk
print('\nSetting up deepwalk ...\n')
setup = subprocess.run("python setup.py install", shell=True)
print(setup)
path = os.path.join('..', '..', 'graphs', dataset)
print('\nRunning deepwalk using', dataset, '...\n')
command = 'deepwalk --format edgelist ' \
'--input "' + infile + '" ' \
'--max-memory-data-size 0 ' \
'--number-walks 10 ' \
'--representation-size 128 ' \
'--walk-length 40 ' \
'--workers 1 ' \
'--output "' + outfile + '"'
run = subprocess.run(command, shell=True)
print(run)
def execute(dataset, infile, outfile='.'):
os.chdir("HARP")
print('Current directory is', os.getcwd())
# create and activate the virtual environment
print('\nRunning in a virtual environment')
venv_dir = os.path.join(os.getcwd(), 'project', '.venv')
if not os.path.exists(venv_dir):
virtualenv.create_environment(venv_dir)
execfile(os.path.join(venv_dir, "bin", "activate_this.py"), globals())
magic_graph_dir = os.path.join(os.getcwd(), 'magic-graph')
if not os.path.exists(magic_graph_dir):
git.Git(".").clone("git://github.com/phanein/magic-graph")
os.chdir("magic-graph")
setup = subprocess.call('"' + os.path.join(venv_dir, 'bin', 'python2.7') +
'" setup.py install',
shell=True)
print(setup)
os.chdir("..")
print('\nSetting up harp ...\n')
# pip install the requirements of harp in the virtual environment
print('\nInstalling requirements of harp ...\n')
# https://stackoverflow.com/a/17271444/
# from pip import main as pip
# pip(['install', '--prefix', venv_dir, '-r', 'requirements.txt'])
subprocess.call(os.path.join('"' + venv_dir, 'bin', 'pip2.7') +
'" install -r requirements.txt',
shell=True)
subprocess.call(os.path.join('"' + venv_dir, 'bin', 'pip2.7') +
'" install numpy',
shell=True)
subprocess.call(os.path.join('"' + venv_dir, 'bin', 'pip2.7') +
'" install six',
shell=True)
subprocess.call(os.path.join('"' + venv_dir, 'bin', 'pip2.7') +
'" install smart_open',
shell=True)
#pip.main(['install', '--prefix', venv_dir, '-r', 'requirements.txt'])
print('\nRunning HARP using', dataset, '...\n')
command = '"' + os.path.join(venv_dir, 'bin', 'python2.7') + '" ' + os.path.join('src', 'harp.py') + ' ' \
'--format edgelist ' \
'--input "' + infile + '" ' \
'--model deepwalk ' \
'--sfdp-path "' + os.path.join(os.getcwd() + 'bin' + 'sfdp_linux') + '" ' \
'--number-walks 10 ' \
'--walk-length 40 ' \
'--workers 1 ' \
'--output "' + outfile + '" ' \
'--representation-size 128'
print(command)
run = subprocess.call(command, shell=True)
print(run)
def _read_file_as_dict(self):
"""Load the config file into self.config, with recursive loading."""
def get_config():
"""Unnecessary now, but a deprecation warning is more trouble than it's worth."""
return self.config
namespace = dict(
c=self.config, load_subconfig=self.load_subconfig, get_config=get_config, __file__=self.full_filename
)
fs_encoding = sys.getfilesystemencoding() or "ascii"
conf_filename = self.full_filename.encode(fs_encoding)
py3compat.execfile(conf_filename, namespace)
def _read_file_as_dict(self):
"""Load the config file into self.config, with recursive loading."""
def get_config():
"""Unnecessary now, but a deprecation warning is more trouble than it's worth."""
return self.config
namespace = dict(
c=self.config,
load_subconfig=self.load_subconfig,
get_config=get_config,
__file__=self.full_filename,
)
conf_filename = self.full_filename
py3compat.execfile(conf_filename, namespace)
def _read_file_as_dict(self):
"""Load the config file into self.config, with recursive loading."""
def get_config():
"""Unnecessary now, but a deprecation warning is more trouble than it's worth."""
return self.config
namespace = dict(
c=self.config,
load_subconfig=self.load_subconfig,
get_config=get_config,
__file__=self.full_filename,
)
# encode filename to bytes only on py2 on non-Windows:
if PY3 or sys.platform.startswith('win'):
conf_filename = self.full_filename
else:
fs_encoding = sys.getfilesystemencoding() or 'ascii'
conf_filename = self.full_filename.encode(fs_encoding)
py3compat.execfile(conf_filename, namespace)
def _read_file_as_dict(self):
"""Load the config file into self.config, with recursive loading."""
def get_config():
"""Unnecessary now, but a deprecation warning is more trouble than it's worth."""
return self.config
namespace = dict(
c=self.config,
load_subconfig=self.load_subconfig,
get_config=get_config,
__file__=self.full_filename,
)
# encode filename to bytes only on py2 on non-Windows:
if PY3 or sys.platform.startswith('win'):
conf_filename = self.full_filename
else:
fs_encoding = sys.getfilesystemencoding() or 'ascii'
conf_filename = self.full_filename.encode(fs_encoding)
py3compat.execfile(conf_filename, namespace)
def execute(dataset, infile, outfile='.'):
os.chdir("node2vec")
print('Current directory is', os.getcwd())
# create and activate the virtual environment
print('\nRunning in a virtual environment')
venv_dir = os.path.join(os.getcwd(), 'project', '.venv')
if not os.path.exists(venv_dir):
virtualenv.create_environment(venv_dir)
execfile(os.path.join(venv_dir, "bin", "activate_this.py"), globals())
# pip install the requirements of deepwalk in the virtual environment
print('\nInstalling requirements of deepwalk ...\n')
pip.main(['install', '--prefix', venv_dir, '-r', 'requirements.txt'])
path = os.path.join('..', '..', 'graphs', dataset)
print('\nRunning node2vec using', dataset, '...\n')
command = 'python ' + os.path.join('src', 'main.py') + ' ' \
'--input "' + infile + '" ' \
'--output "' + outfile + '" ' \
'--num-walks 10 ' \
'--walk-length 40 ' \
'--undirected'
run = subprocess.run(command, shell=True)
print(run)
from ipython_genutils.py3compat import execfile
class C(object):
@staticmethod
def f():
print('runoob')
C.f() # 静态方法无需实例化
cobj = C()
cobj.f()
ss = all(['a', 0, 'c', 'd'])
print(ss)
seq = ['one', 'two', 'three', 'four', 'five']
for i, element in enumerate(seq):
print(i, element)
print(ord('A'))
dict = {'runoob': 'runoob.com', 'google': 'google.com'}
print(str(dict))
execfile('hello.py')