class ApiServer():
def __init__(self):
mainServerIP = globe.components.mainServerIp
mainServerPort = globe.components.mainServerPort
self.mainServerAddress = 'http://' + mainServerIP + ':' + mainServerPort
# Starting receiver flask server process:
print("Starting the receiver HTTP server...\n")
self.serverThread = threading.Thread(target=initReceiver, args=())
self.serverThread.start()
time.sleep(1)
self.transmitter = Transmitter(self.mainServerAddress)
# Send the content of jsonPath to each devices:
print("\nSending JSON paths to devices...")
archAddress = globe.content[0][:-1]
connMapAddress = globe.content[1][:-1]
data = archAddress + '#' + connMapAddress
for ip in globe.components.devicesIp:
address = f'http://{ip}:8484/updateJsonPath' # f for format
response = requests.post(address, data)
if globe.jupyterFlag == 0:
print(response.ok, response.status_code)
time.sleep(1)
def getWorkersList(self):
return globe.components.toString('w')
def getRoutersList(self):
return globe.components.toString('r')
def getSourcesList(self):
return globe.components.toString('s')
def getTransmitter(self):
return self.transmitter
def stopServer(self):
receiver.stop()
return True
def getQueueData(self):
received = False
while not received:
if not multiProcQueue.empty():
print("~New result has been created successfully~")
multiProcQueue.get() # Get the new result out of the queue
received = True
time.sleep(0.1)
def train(self):
self.transmitter.train()
self.getQueueData()
print('Training - Finished\n')
return globe.trainResults[-1]
def predict(self):
self.transmitter.predict()
self.getQueueData()
print('Prediction - Finished\n')
return globe.predictResults[-1]
def statistics(self):
self.transmitter.statistics()
