def handleLearningEvent(self, subject, status):
file = open(self.filename, "a")
tmpout = sys.stdout
sys.stdout = file
InfoToScreen.handleLearningEvent(self, subject, status)
sys.stdout = tmpout
file.close()
def handleLearningEvent(self, subject, status):
file = open(self.filename, "a")
tmpout = sys.stdout
sys.stdout = file
InfoToScreen.handleLearningEvent(self, subject, status)
sys.stdout = tmpout
file.close()
def loadAll(self, iteration):
self.grid = self.loadGrid(iteration)
self.knowledge = self.loadLearnedKnowledge(iteration)
self.learner = self.__loadLearner(iteration)
self.learner.setGrid(self.grid)
self.learner.setLearnedKnowledge(self.knowledge)
self.learner.attachEventController(self)
# setting C operator here, since the knowledge about grid is needed
# recreation of B operator is not necessary since it will be set in learnData()
cOperatorType = self.__getCOperatorType(iteration)
if cOperatorType == 'laplace':
self.learner.specification.setCOperator(
createOperationLaplace(self.learner.grid))
self.learner.specification.setCOperatorType('laplace')
elif cOperatorType == 'identity':
self.learner.specification.setCOperator(
createOperationIdentity(self.learner.grid))
self.learner.specification.setCOperatorType('identity')
else:
raise Exception('C Operator type is unknown')
for controller in self.__getLearnerEventControllers(iteration):
if controller['module'] == 'bin.controller.InfoToScreenRegressor':
self.learner.attachEventController(InfoToScreenRegressor())
elif controller['module'] == 'bin.controller.InfoToScreen':
self.learner.attachEventController(InfoToScreen())
elif controller['module'] == 'bin.controller.InfoToFile':
self.learner.attachEventController(
InfoToFile(controller['filename']))
elif controller['module'] == 'bin.controller.InfoToGraph':
self.learner.attachEventController(
InfoToGraph(controller['filename']))
for controller in self.__getSolverEventControllers(iteration):
if controller['module'] == 'bin.controller.InfoToScreenRegressor':
self.learner.solver.attachEventController(
InfoToScreenRegressor())
elif controller['module'] == 'bin.controller.InfoToScreen':
self.learner.solver.attachEventController(InfoToScreen())
elif controller['module'] == 'bin.controller.InfoToFile':
self.learner.solver.attachEventController(
InfoToFile(controller['filename']))
elif controller['module'] == 'bin.controller.InfoToGraph':
self.learner.solver.attachEventController(
InfoToGraph(controller['filename']))
return self.learner
def toString(self):
serializationString = InfoToScreen.toString(self).rstrip().lstrip(
"{").rstrip("}")
serializationString += ", 'filename' : '" + self.filename + "'"
serializationString = "{" + serializationString + "}\n"
return serializationString
def toString(self):
serializationString = InfoToScreen.toString(self).rstrip().lstrip("{").rstrip("}")
serializationString += ", 'filename' : '" + self.filename + "'"
serializationString = "{" + serializationString + "}\n"
return serializationString