def fetch_model(self):
""" Get model parameters from driver over the network. """
if self.driver is None:
self.dummy_fetch_model()
return
request = urllib2.Request(
'http://%s/api/v1/latest_model' % self.driver,
headers={'Content-Type': 'application/deepQ'})
message = urllib2.urlopen(request).read()
iteration_num = load_model_message(message, self.net)
return iteration_num
def dummy_fetch_model(self):
""" Returns a model as if it had been retrieved from network.
"""
message = create_model_message(self.net) # pretend we recieve this
load_model_message(message, self.net)
