class ALLOpenVINO():
""" ALLOpenVINO CNN
Core class for the OneAPI OpenVINO Acute Lymphoblastic Leukemia Classifier CNN.
"""
def __init__(self):
""" Initializes the class. """
self.Helpers = Helpers("Core")
self.Core = OpenVINO()
self.Helpers.logger.info("Class initialization complete.")
def do_classify(self):
""" Loads model and classifies test data """
self.Core.test_classifier()
def do_server(self):
""" Loads the API server """
self.Server = Server(self.Core)
self.Server.start()
def do_http_classify(self):
""" Loads model and classifies test data """
self.Core.test_http_classifier()
def __init__(self):
""" Initializes the class. """
self.Helpers = Helpers("Core")
self.Core = OpenVINO()
self.Helpers.logger.info("Class initialization complete.")
class ALLOpenVINO():
""" ALLOpenVINO RPI 4
Core class for the OneAPI OpenVINO Raspberry Pi 4 Acute Lymphoblastic Leukemia Classifier.
"""
def __init__(self):
""" Initializes the class. """
self.Helpers = Helpers("Core")
self.Core = OpenVINO()
self.Helpers.logger.info("Class initialization complete.")
def iotJumpWayConn(self):
# Initiates the iotJumpWay connection class
self.iot = iot()
self.iot.connect()
def life(self):
""" Sends vital statistics to HIAS """
cpu = psutil.cpu_percent()
mem = psutil.virtual_memory()[2]
hdd = psutil.disk_usage('/').percent
tmp = psutil.sensors_temperatures()['cpu_thermal'][0].current
r = requests.get('http://ipinfo.io/json?token=' +
self.Helpers.confs["iotJumpWay"]["ipinfo"])
data = r.json()
location = data["loc"].split(',')
self.Helpers.logger.info("GeniSysAI Life (TEMPERATURE): " + str(tmp) +
"\u00b0")
self.Helpers.logger.info("GeniSysAI Life (CPU): " + str(cpu) + "%")
self.Helpers.logger.info("GeniSysAI Life (Memory): " + str(mem) + "%")
self.Helpers.logger.info("GeniSysAI Life (HDD): " + str(hdd) + "%")
self.Helpers.logger.info("GeniSysAI Life (LAT): " + str(location[0]))
self.Helpers.logger.info("GeniSysAI Life (LNG): " + str(location[1]))
# Send iotJumpWay notification
self.iot.channelPub(
"Life", {
"CPU": str(cpu),
"Memory": str(mem),
"Diskspace": str(hdd),
"Temperature": str(tmp),
"Latitude": "",
"Longitude": ""
})
threading.Timer(300.0, self.life).start()
def do_classify(self):
""" Loads model and classifies test data """
self.Core.test_classifier()
def do_server(self):
""" Loads the API server """
self.Server = Server(self.Core, self.iot)
self.Server.start()
def do_http_classify(self):
""" Loads model and classifies test data """
self.Core.test_http_classifier()
def threading(self):
""" Creates required module threads. """
# Life thread
threading.Timer(10.0, self.life).start()
def signal_handler(self, signal, frame):
self.Helpers.logger.info("Disconnecting")
self.iot.disconnect()
sys.exit(1)