def get_all_airports_binarized(self, clean_data):
transformed = DatasetCreation.writeCities_Airports(clean_data)
airports_binarized = []
for code, events in clean_data.items():
for date, event in events.items():
airports_binarized.append(DatasetCreation.getAirportBinarizedRepresentation(transformed, code))
return np.array(airports_binarized)
def binarize_airport(self, airport_code, airport_status):
cleaned_data = utils.get_clean_data(airport_status)
weather_binarized = self.get_weather_array(cleaned_data["weather"])
airport_binarized = DatasetCreation.getAirportBinarizedRepresentation(self.airports_metadata, airport_code)
wind = [ cleaned_data["wind_magnitude"] ]
temp = [cleaned_data["temp"] ]
visibility = [ cleaned_data["visibility"] ]
delays = self.get_previous_delays_from_airport(airport_code)
time_binarized = self.binarize_time(datetime.now())
return np.concatenate((weather_binarized, wind, time_binarized, delays))
def get_all_airports_binarized(self, clean_data):
transformed = DatasetCreation.writeCities_Airports(clean_data)
airports_binarized = []
for code, events in clean_data.items():
for date, event in events.items():
airports_binarized.append(
DatasetCreation.getAirportBinarizedRepresentation(
transformed, code))
return np.array(airports_binarized)
def binarize_airport(self, airport_code, airport_status):
cleaned_data = utils.get_clean_data(airport_status)
weather_binarized = self.get_weather_array(cleaned_data["weather"])
airport_binarized = DatasetCreation.getAirportBinarizedRepresentation(
self.airports_metadata, airport_code)
wind = [cleaned_data["wind_magnitude"]]
temp = [cleaned_data["temp"]]
visibility = [cleaned_data["visibility"]]
delays = self.get_previous_delays_from_airport(airport_code)
time_binarized = self.binarize_time(datetime.now())
return np.concatenate(
(weather_binarized, wind, time_binarized, delays))
