def extract_route(lat1, long1, lat2, long2):
routingApi = herepy.RoutingApi('dpwPxdRJaF8n59ULKx8R',
'ldLYs1bJmd-MguUYeSiL6w')
response = routingApi.car_route(
[lat1, long1], [lat2, long2],
[herepy.RouteMode.car, herepy.RouteMode.fastest])
return response
def test_carroute_when_error_invalid_credentials_occured(self):
with open('testdata/models/routing_error_invalid_credentials.json', 'r') as f:
expectedResponse = f.read()
responses.add(responses.GET, 'https://route.ls.hereapi.com/routing/7.2/calculateroute.json',
expectedResponse, status=200)
api = herepy.RoutingApi('wrong_api_key', 'wrong_app_code')
with self.assertRaises(herepy.InvalidCredentialsError):
api.car_route([11.0, 12.0], [22.0, 23.0])
async def async_setup_platform(
hass: HomeAssistant,
config: ConfigType,
async_add_entities: AddEntitiesCallback,
discovery_info: DiscoveryInfoType | None = None,
) -> None:
"""Set up the HERE travel time platform."""
api_key = config[CONF_API_KEY]
here_client = herepy.RoutingApi(api_key)
if not await hass.async_add_executor_job(_are_valid_client_credentials,
here_client):
_LOGGER.error(
"Invalid credentials. This error is returned if the specified token was invalid or no contract could be found for this token"
)
return
if config.get(CONF_ORIGIN_LATITUDE) is not None:
origin = f"{config[CONF_ORIGIN_LATITUDE]},{config[CONF_ORIGIN_LONGITUDE]}"
origin_entity_id = None
else:
origin = None
origin_entity_id = config[CONF_ORIGIN_ENTITY_ID]
if config.get(CONF_DESTINATION_LATITUDE) is not None:
destination = (
f"{config[CONF_DESTINATION_LATITUDE]},{config[CONF_DESTINATION_LONGITUDE]}"
)
destination_entity_id = None
else:
destination = None
destination_entity_id = config[CONF_DESTINATION_ENTITY_ID]
traffic_mode = config[CONF_TRAFFIC_MODE]
name = config[CONF_NAME]
here_travel_time_config = HERETravelTimeConfig(
origin=origin,
destination=destination,
origin_entity_id=origin_entity_id,
destination_entity_id=destination_entity_id,
travel_mode=config[CONF_MODE],
route_mode=config[CONF_ROUTE_MODE],
units=config.get(CONF_UNIT_SYSTEM, hass.config.units.name),
arrival=config.get(CONF_ARRIVAL),
departure=config.get(CONF_DEPARTURE),
)
coordinator = HereTravelTimeDataUpdateCoordinator(
hass,
here_client,
here_travel_time_config,
)
await coordinator.async_config_entry_first_refresh()
sensor = HERETravelTimeSensor(name, traffic_mode, coordinator)
async_add_entities([sensor])
def __init__(self):
self.modes = {'walk':[herepy.RouteMode.pedestrian,herepy.RouteMode.shortest],'bus':[herepy.RouteMode.publicTransport,herepy.RouteMode.fastest],'car':[herepy.RouteMode.car,herepy.RouteMode.fastest,herepy.RouteMode.traffic_enabled]}
self.api_key = self.getconfig("maps_api")#"NuWLrM7oE23-PKjQWHD79izu0aFFvYdEu7wZV0SanSE"
self.max_radius = self.getconfig("maxradius")*1000 #Enter in KM
self.geocoderApi = herepy.GeocoderApi(self.api_key)
self.geocoderAutoCompleteApi = herepy.GeocoderAutoCompleteApi(self.api_key)
self.routingApi = herepy.RoutingApi(self.api_key)
self.geocoderReverseApi = herepy.GeocoderReverseApi(self.api_key)
self.placesApi = herepy.PlacesApi(self.api_key)
self.current_coordinates = [0,0]
self.loadconfig()
def test_truckroute_when_error_invalid_credentials_occured(self):
with open("testdata/models/routing_error_invalid_credentials.json", "r") as f:
expectedResponse = f.read()
responses.add(
responses.GET,
"https://route.ls.hereapi.com/routing/7.2/calculateroute.json",
expectedResponse,
status=200,
)
api = herepy.RoutingApi("wrong_api_key", "wrong_app_code")
with self.assertRaises(herepy.InvalidCredentialsError):
api.truck_route([11.0, 12.0], [22.0, 23.0])
def test_publictransport_when_error_invalid_credentials_occured(self):
with open('testdata/models/routing_error_invalid_credentials.json',
'r') as f:
expectedResponse = f.read()
responses.add(
responses.GET,
'https://route.cit.api.here.com/routing/7.2/calculateroute.json',
expectedResponse,
status=200)
api = herepy.RoutingApi('wrong_app_id', 'wrong_app_code')
with self.assertRaises(herepy.InvalidCredentialsError):
api.public_transport([11.0, 12.0], [15.0, 16.0], True)
async def async_setup_platform(
hass: HomeAssistant,
config: Dict[str, Union[str, bool]],
async_add_entities: Callable,
discovery_info: Optional[DiscoveryInfoType] = None,
) -> None:
"""Set up the HERE travel time platform."""
api_key = config[CONF_API_KEY]
here_client = herepy.RoutingApi(api_key)
if not await hass.async_add_executor_job(
_are_valid_client_credentials, here_client
):
_LOGGER.error(
"Invalid credentials. This error is returned if the specified token was invalid or no contract could be found for this token."
)
return
if config.get(CONF_ORIGIN_LATITUDE) is not None:
origin = f"{config[CONF_ORIGIN_LATITUDE]},{config[CONF_ORIGIN_LONGITUDE]}"
origin_entity_id = None
else:
origin = None
origin_entity_id = config[CONF_ORIGIN_ENTITY_ID]
if config.get(CONF_DESTINATION_LATITUDE) is not None:
destination = (
f"{config[CONF_DESTINATION_LATITUDE]},{config[CONF_DESTINATION_LONGITUDE]}"
)
destination_entity_id = None
else:
destination = None
destination_entity_id = config[CONF_DESTINATION_ENTITY_ID]
travel_mode = config[CONF_MODE]
traffic_mode = config[CONF_TRAFFIC_MODE]
route_mode = config[CONF_ROUTE_MODE]
name = config[CONF_NAME]
units = config.get(CONF_UNIT_SYSTEM, hass.config.units.name)
arrival = config.get(CONF_ARRIVAL)
departure = config.get(CONF_DEPARTURE)
here_data = HERETravelTimeData(
here_client, travel_mode, traffic_mode, route_mode, units, arrival, departure
)
sensor = HERETravelTimeSensor(
name, origin, destination, origin_entity_id, destination_entity_id, here_data
)
async_add_entities([sensor])
def carRouting(apiID, apiCode, orig, dest):
appID = apiID
appCode = apiCode
routingApi = herepy.RoutingApi(appID, appCode)
lat, lng = map(float, orig.strip('()').split(','))
lat2, lng2 = map(float, dest.strip('()').split(','))
getRoutingData = routingApi.car_route(
[lat, lng], [lat2, lng2],
[herepy.RouteMode.car, herepy.RouteMode.fastest])
#print(getRoutingData)
try:
RoutingData = getRoutingData.as_dict()
OriginLat = RoutingData['response']['route'][0]['waypoint'][0][
'originalPosition']['latitude']
Originlon = RoutingData['response']['route'][0]['waypoint'][0][
'originalPosition']['longitude']
DestLat = RoutingData['response']['route'][0]['waypoint'][0][
'mappedPosition']['latitude']
Destlon = RoutingData['response']['route'][0]['waypoint'][0][
'mappedPosition']['longitude']
traffictime = RoutingData['response']['route'][0]['summary'][
'trafficTime']
traffictime = int(traffictime) / 60
basetime = RoutingData['response']['route'][0]['summary']['baseTime']
text = RoutingData['response']['route'][0]['summary']['text']
text = text.replace("""<span class="length">""",
"").replace("</span>",
"").replace("""<span class="time">""",
"")
time.sleep(0.1)
return (OriginLat, Originlon, DestLat, Destlon, traffictime, basetime,
text)
except:
OriginLat = np.nan
Originlon = np.nan
DestLat = np.nan
Destlon = np.nan
traffictime = np.nan
basetime = np.nan
text = np.nan
return (OriginLat, Originlon, DestLat, Destlon, traffictime, basetime,
text)
def publicRouting(apiID, apiCode, orig, dest):
appID = apiID
appCode = apiCode
ProutingApi = herepy.RoutingApi(appID, appCode)
lat, lng = map(float, orig.strip('()').split(','))
lat2, lng2 = map(float, dest.strip('()').split(','))
getPRoutingData = ProutingApi.public_transport(
[lat, lng], [lat2, lng2], True,
[herepy.RouteMode.publicTransport, herepy.RouteMode.fastest])
try:
PublicRoutingData = getPRoutingData.as_dict()
OriginLat = PublicRoutingData['response']['route'][0]['waypoint'][0][
'originalPosition']['latitude']
Originlon = PublicRoutingData['response']['route'][0]['waypoint'][0][
'originalPosition']['longitude']
DestLat = PublicRoutingData['response']['route'][0]['waypoint'][0][
'mappedPosition']['latitude']
Destlon = PublicRoutingData['response']['route'][0]['waypoint'][0][
'mappedPosition']['longitude']
basetime = PublicRoutingData['response']['route'][0]['summary'][
'baseTime']
basetime = int(basetime) / 60
text = PublicRoutingData['response']['route'][0]['summary']['text']
text = text.replace("""<span class="length">""",
"").replace("</span>",
"").replace("""<span class="time">""",
"")
time.sleep(0.1)
return (OriginLat, Originlon, DestLat, Destlon, basetime, text)
except:
OriginLat = np.nan
Originlon = np.nan
DestLat = np.nan
Destlon = np.nan
basetime = np.nan
text = np.nan
return (OriginLat, Originlon, DestLat, Destlon, basetime, text)
def __init__(self, origin, destination, app_id, app_code, travel_mode,
traffic_mode, route_mode, units):
"""Initialize herepy."""
self.origin = origin
self.destination = destination
self.travel_mode = travel_mode
self.traffic_mode = traffic_mode
self.route_mode = route_mode
self.attribution = None
self.duration = None
self.distance = None
self.route = None
self.base_time = None
self.origin_name = None
self.destination_name = None
self.units = units
self._client = herepy.RoutingApi(app_id, app_code)
def calcDeliveryTime(ori, dest):
start_time = time.time()
routingApi = herepy.RoutingApi(os.getenv("HERE_KEY"))
response = routingApi.truck_route([ori.get('latitude'), ori.get('longitude')], [dest.get('latitude'), dest.get('longitude')], [herepy.RouteMode.truck, herepy.RouteMode.fastest]).as_dict()
distance = response.get('response').get('route')[0].get('summary').get('distance') / 1000
if distance < 51:
deltime = 6
elif distance > 50 and distance < 701:
deltime = 24
elif distance > 700 and distance < 1400:
deltime = 48
else:
deltime = 72
print(deltime)
print('--- Tiempo de ejecucion calcDeliveryTime: {} segundos ---'.format((time.time() - start_time)))
return deltime, distance
def getDeliveryTime(ori, dest):
""" Get routing time based on coordinates for origin and destination using HERE routing API.
Returns:
string: Returns delivery time and distance calculated with Here API.
"""
start_time = time.time()
routingApi = herepy.RoutingApi(os.getenv("HERE_KEY"))
gm = GoogleMaps(os.getenv("GOOGLE_KEY"))
try:
response = routingApi.truck_route(ori.coords[::-1], dest.coords[::-1], [herepy.RouteMode.truck, herepy.RouteMode.fastest]).as_dict()
distance = response.get('response').get('route')[0].get('summary').get('distance') / 1000
except herepy.error.HEREError:
try:
response = gm.distance_matrix(ori.coords[::-1], dest.coords[::-1], mode="driving", departure_time=dt.datetime.now(), traffic_model="pessimistic")
distance = response.get('rows')[0].get('elements')[0].get('distance').get('value') / 1000
except Exception as e:
capture_exception(e)
raise e
if distance < 51:
deltime = 6
elif distance > 50 and distance < 701:
deltime = 24
elif distance > 700 and distance < 1400:
deltime = 48
else:
deltime = 72
print('--- Tiempo de ejecucion calcDeliveryTime: {} segundos ---'.format((time.time() - start_time)))
return deltime, distance
def __init__(self, app_id, app_code):
super(LocationManager, self).__init__()
self.geo = herepy.geocoder_api.GeocoderApi(app_id=app_id,
app_code=app_code)
self.rout = herepy.RoutingApi(app_id=app_id, app_code=app_code)
# coding: utf-8
# In[6]:
# In[67]:
import herepy
# In[68]:
geocoderApi = herepy.GeocoderApi('ZScu1x4Vpek7ifBeLhbq',
'WnXYEtv1dTUluyEiXpnK4A')
response = geocoderApi.free_form('Dmitrovskoye Shosse, 9, Moscow, Russia')
routingApi = herepy.RoutingApi('ZScu1x4Vpek7ifBeLhbq',
'WnXYEtv1dTUluyEiXpnK4A')
# In[70]:
#print(response)
latitude = response.Response['View'][0]['Result'][0]['Location'][
'DisplayPosition']['Latitude']
longitude = response.Response['View'][0]['Result'][0]['Location'][
'DisplayPosition']['Longitude']
#distance to india
routingApi = herepy.RoutingApi('ZScu1x4Vpek7ifBeLhbq',
'WnXYEtv1dTUluyEiXpnK4A')
response = routingApi.car_route(
[19.174, 72.86], [latitude, longitude],
[herepy.RouteMode.car, herepy.RouteMode.fastest])
def setUp(self):
api = herepy.RoutingApi('api_key')
self._api = api
def setUp(self):
api = herepy.RoutingApi("api_key")
self._api = api
def totalRouting_dataset(fpath, column_name1, column_name2):
try:
data = pd.read_excel(fpath)
except:
try:
data = pd.read_csv(fpath)
except:
"Input File Read Error!! Please check Format."
for i in range(len(data)):
for t in range(00, 24):
try:
title = 'Car' + str(t)
if t < 10:
hour = t
flag = 1
if t >= 10 and t < 24:
hour = t
flag = 0
if t == 24:
hour = 00
flag = 0
#print(hour)
routingApi = herepy.RoutingApi(appID, appCode)
ProutingApi = herepy.RoutingApi(appID, appCode)
location1 = data.loc[i, column_name1]
location2 = data.loc[i, column_name2]
lat, lng = map(float, location1.strip('()').split(','))
lat2, lng2 = map(float, location2.strip('()').split(','))
if flag == 1:
getRoutingData = routingApi.car_route(
[lat, lng], [lat2, lng2],
'2018-10-10T0' + str(hour) + ':00:00',
[herepy.RouteMode.car, herepy.RouteMode.fastest])
if flag == 0:
getRoutingData = routingApi.car_route(
[lat, lng], [lat2, lng2],
'2018-10-10T' + str(hour) + ':00:00',
[herepy.RouteMode.car, herepy.RouteMode.fastest])
RoutingData = getRoutingData.as_dict()
carTraffictime = RoutingData['response']['route'][0][
'summary']['trafficTime']
carTraffictime = int(carTraffictime) / 60
time.sleep(0.1)
# if flag == 1:
# getPRoutingData = ProutingApi.public_transport([lat, lng], [lat2, lng2], True, '2018-10-10T0'+str(hour)+':00:00',[herepy.RouteMode.publicTransport, herepy.RouteMode.fastest])
# if flag == 0:
# getPRoutingData = ProutingApi.public_transport([lat, lng], [lat2, lng2], True,'2018-10-10T' + str(hour) + ':00:00',[herepy.RouteMode.publicTransport,herepy.RouteMode.fastest])
#
# PublicRoutingData = getPRoutingData.as_dict()
#
# PTbasetime = PublicRoutingData['response']['route'][0]['summary']['baseTime']
# PTbasetime = int(PTbasetime) / 60
# time.sleep(0.1)
data.loc[i, title] = carTraffictime
# data.loc[i, 'Car'] = carTraffictime
except:
data.loc[i, title] = 'Retry'
return data
import configparser
import herepy
import json
import datetime
#CONS
MARGIN = 300
# API key (in config.ini)
config = configparser.ConfigParser()
config.read('config.ini')
api_key = config['HERE']['key']
#API's
geocoderApi = herepy.GeocoderApi(api_key)
routingApi = herepy.RoutingApi(api_key)
def address_to_geo(address):
response = geocoderApi.free_form(address)
data = json.loads(response.as_json_string())
lat = data['items'][0]['access'][0]['lat']
long = data['items'][0]['access'][0]['lng']
return [lat, long]
def get_traveltime(start_address, end_address):
start = address_to_geo(start_address)
end = address_to_geo(end_address)
response = routingApi.pedastrian_route(start,
end,
## importing the necessary files
from ast import literal_eval
from credentials import APP_ID, APP_CODE
import herepy
import json
from read import point1, point2
## setting up credentials and calling the api's
routingApi = herepy.RoutingApi(APP_ID, APP_CODE)
geocoderapi = herepy.GeocoderApi(APP_ID, APP_CODE)
## taking input of the area we want to start our journey
response1 = geocoderapi.free_form(
'E-orbit cinema sai nagar amravati maharashtra')
response1.as_json_string()
f = open('result.json', 'w')
f.write(str(response1))
f.close()
a, b = point1()
## taking the input of the area we want to go
response2 = geocoderapi.free_form(
"Brijlal Biyani Science college Ravi nagar Amravati Maharashtra")
response2.as_json_string()
f = open('result2.json', 'w')
f.write(str(response2))
f.close()
def calculoDistancias(endereco1, endereco2):
routingApi = herepy.RoutingApi('o6i9v6u7AQdyeVTbJwWw',
'kp3lhUcL0KmT-gODan27iw')
geocoderApi = herepy.GeocoderApi('o6i9v6u7AQdyeVTbJwWw',
'kp3lhUcL0KmT-gODan27iw')
#response2 = routingApi.truck_route([11.0, 12.0], [22.0, 23.0], [herepy.RouteMode.truck, herepy.RouteMode.fastest])
##### Endereco 1 #####
localizacaoCompleta = geocoderApi.free_form(endereco1)
data = json.loads(str(localizacaoCompleta))
pontoLatitude = data['Response']['View'][0]['Result'][0]['Location'][
'DisplayPosition']['Latitude']
#print("pontoLatitude:", pontoLatitude)
pontoLongitude = data['Response']['View'][0]['Result'][0]['Location'][
'DisplayPosition']['Longitude']
#print("pontoLongitude:", pontoLongitude)
posicaoEndereco1 = []
posicaoEndereco1.append(float(pontoLatitude))
posicaoEndereco1.append(float(pontoLongitude))
#Imprimir JSON
#print(json.dumps(data, indent=4, sort_keys=True))
#response = geocoderApi.street_intersection('Joao Bento Silvares Sao Mateus Espirito Santo Brasil', 'Nelson Fundao Sao Mateus Espirito Santo Brasil')
##### Endereco 2 #####
localizacaoCompleta = geocoderApi.free_form(endereco2)
data = json.loads(str(localizacaoCompleta))
pontoLatitude = data['Response']['View'][0]['Result'][0]['Location'][
'DisplayPosition']['Latitude']
#print("pontoLatitude:", pontoLatitude)
pontoLongitude = data['Response']['View'][0]['Result'][0]['Location'][
'DisplayPosition']['Longitude']
#print("pontoLongitude:", pontoLongitude)
posicaoEndereco2 = []
posicaoEndereco2.append(float(pontoLatitude))
posicaoEndereco2.append(float(pontoLongitude))
##### Calcula distancia entre os dois enderecos #####
response = routingApi.truck_route(
posicaoEndereco1, posicaoEndereco2,
[herepy.RouteMode.car, herepy.RouteMode.fastest])
#print (response)
data = json.loads(str(response))
#print(json.dumps(data, indent=4, sort_keys=True))
print(endereco1 + " - " + endereco2)
print("Distancia em metros")
print(data['response']['route'][0]['summary']['distance'])
print("Tempo em segundos")
print(data['response']['route'][0]['summary']['travelTime'])
#retorna a distancia e o tempo
return data['response']['route'][0]['summary']['distance'], data[
'response']['route'][0]['summary']['travelTime']
import pandas as pd
import numpy as np
import datetime
from get_optimum_route import *
import herepy
routingApi = herepy.RoutingApi('YOUR_API_KEY')
"""
#-------------------------------- Modify columns --------------------------
data = pd.read_csv('updated_data_task.csv')
new_data = pd.DataFrame(columns=[])
new_data['Serial Number'] = data['Serial Number']
# Modify start_time and end_time to separate the date and time
for i in range(len(data.start_time)):
if not pd.isnull(data.loc[i,'start_time']):
date = datetime.datetime.strptime(data.loc[i,'start_time'], "%m/%d/%y %H:%M")
new_data.loc[new_data['Serial Number']==data['Serial Number'].iloc[i],'start_date'] = date.date()
new_data.loc[new_data['Serial Number']==data['Serial Number'].iloc[i],'start_time'] = date.time()
if not pd.isnull(data.loc[i,'end_time']):
date = datetime.datetime.strptime(data.loc[i,'end_time'], "%m/%d/%y %H:%M")
new_data.loc[new_data['Serial Number']==data['Serial Number'].iloc[i],'end_date'] = date.date()
new_data.loc[new_data['Serial Number']==data['Serial Number'].iloc[i],'end_time'] = date.time()
# Convert source service time to hours
for i in range(len(data.source_service_time)):
if not pd.isnull(data.loc[i,'source_service_time']):
temp = data.loc[i,'source_service_time'].split()
time = datetime.datetime.strptime(temp[2].split('.')[0], "%H:%M:%S")
time_tohours = time.hour + time.minute/60 + time.second/3600
def setUp(self):
api = herepy.RoutingApi('app_id', 'app_code')
self._api = api
def get_distance_timetotravel(start, dest):
trig = 0
print(start, '---to---', dest, " : ", end="")
start = get_lat_long(start)
dest = get_lat_long(dest)
numbers = [
'0',
'1',
'2',
'3',
'4',
'5',
'6',
'7',
'8',
'9',
]
travel_time = 0
traffic_time = 0
distance = 0
if start[0] == dest[0] == 1:
dist_string = "The trip takes"
try:
routingApi = herepy.RoutingApi('dy8kVG3quHsuzvzE2IPe',
'krzVA06TkOKIp6Km2Jkdiw')
response = routingApi.car_route(
[start[1], start[2]], [dest[1], dest[2]],
[herepy.RouteMode.car, herepy.RouteMode.fastest])
response = str(response)
reslen = len(response)
for i in range(reslen, 10, -1):
if response[i - 10:i] == "travelTime":
time = ""
for j in range(i + 3, i + 10):
if response[j] not in numbers:
break
time = time + response[j]
travel_time = int(time)
break
for i in range(reslen, 11, -1):
if response[i - 11:i] == "trafficTime":
time = ""
for j in range(i + 3, i + 10):
if response[j] not in numbers:
break
time = time + response[j]
traffic_time = int(time)
break
for i in range(reslen, len(dist_string), -1):
if response[i - len(dist_string):i] == "The trip takes":
dist = ""
for j in range(i + 24, i + 34):
if response[j] == 'k':
break
dist = dist + response[j]
distance = float(dist)
break
trig = 1
except:
trig = 0
print(distance, ",", trig)
return (trig, distance, travel_time, traffic_time)
import herepy
import json
routingApi = herepy.RoutingApi('API_KEY')
def get_min_duration(src, dest):
response = routingApi.car_route([src['latitude'], src['longitude']],
[dest['latitude'], dest['longitude']],
[herepy.RouteMode.car, herepy.RouteMode.fastest])
result = json.load(response)
return result['routes']['sections'][0]['summary']['duration']
# -*- coding: utf-8 -*-
"""
Created on Mon Mar 16 14:53:35 2020
@author: Biani Masita
"""
#Input Data 1: Distance Table
import herepy
import numpy as np
import pandas as pd
herepy.here_enum.MatrixSummaryAttribute
routingApi = herepy.RoutingApi('iqR92YoaCji_Y8hsq_tcAYyPDIk576xNZ6njsPuq3KM')
X_coordinate = [15, 76, 76, 96, 8, 54, 85, 74, 63, 63, 71, 71, 93, 57, 57]
Y_coordinate = [88, 57, 57, 62, 63, 22, 33, 62, 54, 54, 86, 86, 79, 58, 58]
# Read Depots and Incidents Coordinates
response = routingApi.matrix(
start_waypoints=[[-6.217384, 106.932765], [-6.171159, 106.786711]],
destination_waypoints=[[-6.171716, 106.800519], [-6.138936, 106.693909]],
departure='2013-07-04T17:00:00+02',
modes=[herepy.RouteMode.fastest, herepy.RouteMode.car],
summary_attributes=['distance'])
Distance_table = np.zeros((15, 15))
list_incident = list(range(15))
for index1 in list_incident:
for index2 in list_incident:
Distance_table[index1, index2] = (