if opts.coverage:
from coverage import coverage
cov = coverage(data_suffix=True, branch=True)
cov.start()
if opts.doctest or opts.verbose_doctest or opts.doctest_for is not None:
import doctest, atexit
if opts.doctest_for is not None: # XXX: not sure how useful this is
print 'running doctest for %s only' % opts.doctest_for
atexit.register(lambda: doctest.run_docstring_examples(
eval(opts.doctest_for).__doc__,
globals(),
verbose=opts.verbose_doctest))
else:
atexit.register(lambda: doctest.testmod(verbose=opts.verbose_doctest))
if opts.pm:
from debug.utils import enable_pm
enable_pm()
if opts.breakin:
from debug import breakin
breakin.enable()
# execute the file
execfile(source[0][1])
if opts.automain:
from automain import automain
automain()
if opts.coverage:
from coverage import coverage
cov = coverage(data_suffix=True, branch=True)
cov.start()
if opts.doctest or opts.verbose_doctest or opts.doctest_for is not None:
import doctest, atexit
if opts.doctest_for is not None: # XXX: not sure how useful this is
print 'running doctest for %s only' % opts.doctest_for
atexit.register(lambda: doctest.run_docstring_examples(eval(opts.doctest_for).__doc__,
globals(),
verbose=opts.verbose_doctest))
else:
atexit.register(lambda: doctest.testmod(verbose=opts.verbose_doctest))
if opts.pm:
from debug.utils import enable_pm
enable_pm()
if opts.breakin:
from debug import breakin
breakin.enable()
# execute the file
execfile(source[0][1])
if opts.automain:
from automain import automain
automain()
fit = [crf.sgd, crf.perceptron][1]
fit(train, iterations=iterations, validate=validate)
if save:
crf.save(save)
if __name__ == '__main__':
def quicky(iterations=5):
main(proportion=[0.2, 0.1], iterations=int(iterations), save=False)
def quicky2(iterations=5):
""" Like quicky except it will save the model. """
main(proportion=[0.2, 0.1], iterations=int(iterations))
def load(load='model.pkl~'):
main(proportion=[0.7, 0.3], load=load)
def run():
main(proportion=[0.7, 0.3])
def profile():
from profiling.utils import profile_viz
profile_viz('main(proportion=[0.1, 0.1], iterations=2, save=False)')
from automain import automain
automain(available=[quicky, run, profile, load, quicky2],
ultraTB=True)
