def sendData(self):
factoryId = 'factory-{0}'.format(random.randint(0, 999))
t = Telemetry()
t.voltage = random.uniform(10, 100)
t.amperage = random.uniform(10, 100)
t.ambient_temp = random.uniform(10, 100)
t.ambient_humidity = random.uniform(10, 100)
t.flux_capacitance = random.uniform(10, 100)
t.time_stamp = datetime.datetime.utcnow()
w = Widget()
w.serial_number = uuid.uuid4().hex
w.factory_id = factoryId
w.line_id = random.choice(["L1", "L2", "L3"])
w.telemetry = [t]
w_json = w.to_json()
headers = dict(self.headers)
brokerProperties = {'PartitionKey': factoryId}
headers["BrokerProperties"] = json.dumps(brokerProperties)
self.client.post(self.endpoint,
data=w_json,
verify=False,
headers=headers)
def generate_widget() -> Widget:
w = Widget()
w.serial_number = "devserial1"
w.factory_id = "kitty hawk"
w.line_id = "1"
w.telemetry = [generate_telemetry() for i in range(0, 202)]
return w
def generate_widget() -> Widget:
w = Widget()
w.serial_number = "devserial1"
w.factory_id = "kitty hawk"
w.line_id = "1"
w.classification = generate_classification()
return w
def generate_widget(is_anomaly=False) -> Widget:
w = Widget()
w.serial_number = str(uuid.uuid4())
factories = ["kitty hawk", "nags head", "seattle", "miami"]
w.factory_id = random.choice(factories)
line_ids = ["1", "2", "3"]
w.line_id = random.choice(line_ids)
w.telemetry = generate_telemetry_list(10, is_anomaly=is_anomaly)
w.classification = generate_classification()
return w
def widget_from_row(row) -> Widget:
w_class = Widget_Classification()
w_class.classified_time = row.classified_time
w_class.threshold = row.threshold
w_class.mean = row.mean
w_class.std = row.std
w_class.std_dist = row.std_dist
wid = Widget()
wid.classification = w_class
wid.serial_number = row.serial_number
wid.line_id = row.line_id
wid.factory_id = row.factory_id
return wid