def __init__(self):
print "Info: ", "Create empty function agent"
self.dataManager = DataManager()
self.machines = MachinesManager()
class FunctionAgent:
def __init__(self):
print "Info: ", "Create empty function agent"
self.dataManager = DataManager()
self.machines = MachinesManager()
def setAgent(self):
print "Info: ", "Set function agent from configure file"
# read config file
config = None
with file('./FANNS/system.config', 'r') as f: config = json.load(f)
accounts = config['accounts']
filepath = config['filepath']
stash = config['stash' ]
# set data manager
data_manager_path = filepath['root'] + filepath['data']
mysql_host = "localhost"
mysql_localhost_root= accounts['databases']["mysql_localhost_root"]
self.dataManager.setManager(data_manager_path, mysql_host,
mysql_localhost_root["username"],
mysql_localhost_root["password"])
# set machine Manager
self.machines.setManager(self.dataManager, stash['machines'])
def saveConfig(self):
print "Info: ", "Save function agent configure file"
with file('./FANNS/system.config', 'r') as f: config = json.load(f)
# save machines config
atol = lambda array: list([list(item) for item in array])
dtos = lambda date : date.strftime('%Y-%m-%d')
# save HSIDailyTrendNN config
config["stash"]["machines"]["HSIDailyTrendNN"]["status"] = \
self.machines.HSIDailyTrendNNSubManager.status
config["stash"]["machines"]["HSIDailyTrendNN"]["labels"] = \
self.machines.HSIDailyTrendNNSubManager.labels
config["stash"]["machines"]["HSIDailyTrendNN"]["Xtrain"] = \
atol(self.machines.HSIDailyTrendNNSubManager.Xtrain)
config["stash"]["machines"]["HSIDailyTrendNN"]["ytrain"] = \
atol(self.machines.HSIDailyTrendNNSubManager.ytrain)
config["stash"]["machines"]["HSIDailyTrendNN"]["Xval"] = \
atol(self.machines.HSIDailyTrendNNSubManager.Xval)
config["stash"]["machines"]["HSIDailyTrendNN"]["yval"] = \
atol(self.machines.HSIDailyTrendNNSubManager.yval)
config["stash"]["machines"]["HSIDailyTrendNN"]["Xtest"] = \
atol(self.machines.HSIDailyTrendNNSubManager.Xtest)
config["stash"]["machines"]["HSIDailyTrendNN"]["ytest"] = \
atol(self.machines.HSIDailyTrendNNSubManager.ytest)
config["stash"]["machines"]["HSIDailyTrendNN"]["model"] = \
self.machines.HSIDailyTrendNNSubManager.model
config["stash"]["machines"]["HSIDailyTrendNN"]["modelSDate"] = \
dtos(self.machines.HSIDailyTrendNNSubManager.modelSDate)
config["stash"]["machines"]["HSIDailyTrendNN"]["modelEDate"] = \
dtos(self.machines.HSIDailyTrendNNSubManager.modelEDate)
json.dump(config, file('./FANNS/system.config', 'w+'))
