def _serializeAndDeserialize(self, static, dynamic=dict()):
if dynamic == dict():
serializeConfiguration(self.fn, static)
else:
serializeConfiguration(self.fn, static, dynamic)
(new_static, new_dynamic) = deserializeConfiguration(self.fn)
assert static == new_static, "Static Config not (de)serialized correctly."
assert dynamic == new_dynamic, "Dynamic Config not (de)serialized correctly."
def __init__(self, arguments=sys.argv):
usage = 'usage: %prog [options] DATA_FILE'
parser = OptionParser(usage=usage)
# Input configuration
parser.add_option('-i','--input-file',dest='input_files',action='append',
type='string',metavar='FILE',
help='Configuration input file for a single run')
parser.add_option('-f','--format',dest='format',action='store',choices=self.readers.keys(),
metavar='FMT',help='Data File Format',default='csv')
parser.add_option('-o','--output-file',dest='output_file',action='store',type='string',
default='regresion_experiment.csv',help='Output File',metavar='FILE')
parser.add_option('-q','--quiet',dest='verbose',action='store_false',type='bool',
default=True,help='Quiet the run')
(options, datafile) = parser.parse_args(arguments)
data = self.readers[options['format']](datafile)
exp = RegressionExperiment()
if options['input_files'] == []:
print 'Running regression experiment using no input file'
print exp.run(data.quotes(), graph=options['verbose'], disp=options['verbose'])
else:
for ifn in options['input_files']:
print 'Running regression experiment using input file:', ifn
(static_config, variable_config) = deserializeConfiguration(ifn)
print exp.run(
data.quotes(),
graph=options['verbose'],
disp=options['verbose'],
static_variables=static_config,
variables_under_test=variable_config)
