taller-web-scraping-hirikilabs:jakdojade
JAK DOJADE
Descargar el tiempo necesario para ir de un punto de la ciudad a otro. Caso de estudio: Varsovia.
La web (https://jakdojade.pl/) muestra una pantalla estática mientras calcula el camino más rápido.
- La información que recoge el scrapping es de esa pantalla, y no del resultado posterior
- Hemos intentado la función sleep pero no funciona
- Postman parece no solucionar el problema tampoco (AUTH_EMPTY_USER)
- Postman: vemos que algunos parámetros del Header son necesarios, intentamos ver cuales
- Tras recrear los headers copiando los parámetros necesarios, conseguimos un JSON
- No conseguimos automatizarlo, hay un header que cambia dinámicamente ¿puede queen función de las coordenadas?
Código:
import csv, time, scrapy, json
from urllib.request import Request, urlopen
from bs4 import BeautifulSoup
outputpath = 'C:/DWG/jakdojade.csv'
with open(outputpath, 'w') as outfile:
writer = csv.writer(outfile)
latMin = 52.1
latMax = 52.3
lonMin = 20.85
lonMax = 21.15
for counter in range(0,11):
lat1 = (latMin + latMax)/2
lon1 = (lonMin + lonMax)/2
lat2 = latMin + counter*(latMax-latMin)/10
lon2 = lonMin + counter*(lonMax-lonMin)/10
url = "https://jakdojade.pl/api/web/v1/routes?alt=0&apv=&aro=1&fc="+str(lat2)+":"+str(lon2)+"&ft=LOCATION_TYPE_COORDINATE&location=43.31676:-1.97569&rc=3®ion_symbol=WARSZAWA&ri=1&rt=false&t=optimal&tc="+str(lat1)+":"+str(lon1)+"&time=07.02.18+16:58&tt=LOCATION_TYPE_COORDINATE"
headers = {
'X-jd-timestamp': '1518024097',
'X-jd-param-profile-login':'jda-39b3aa63-842f-4bd4-9e4e-aac814a834ddQi915f1MstaImZf5e45d',
'X-jd-sign':'a2uz-lMLTOctScjZaHjEP8juZZn1JXNikJb5HyeqJERxOX__ZOE800wxpMnD1qYgl9F0MyFyvrQqga5FZH_2dQ',
'X-jd-security-version':'2',
'Referer':'https://jakdojade.pl/warszawa/trasa/z--undefined--do--undefined?tc='+str(lat1)+':'+str(lon1)+'&fc='+str(lat2)+':'+str(lon2)+'&ft=LOCATION_TYPE_COORDINATE&tt=LOCATION_TYPE_COORDINATE&d=07.02.18&h=16:58&aro=1&t=1&rc=3&ri=1&r=0',
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/55.0.2883.87 Safari/537.36'
}
print(url+"\n\n")
print('https://jakdojade.pl/warszawa/trasa/z--undefined--do--undefined?tc='+str(lat1)+':'+str(lon1)+'&fc='+str(lat2)+':'+str(lon2)+'&ft=LOCATION_TYPE_COORDINATE&tt=LOCATION_TYPE_COORDINATE&d=07.02.18&h=16:58&aro=1&t=1&rc=3&ri=1&r=0\n\n')
# Get URL
response = Request(url, headers=headers)
#time.sleep(1)
try:
pagedata = urlopen(response)
html = pagedata.read()
myJson = json.loads(html)
allRoutes = myJson['routes']
lne = str(lon1)+","+str(lat1)+","+str(lon2)+","+str(lat2)
for i in range(0, len(allRoutes)):
subRoutes = allRoutes[i]['routeParts']
lne = lne + ";" + subRoutes[0]['routePartStartDepartureTimeSchedule'] + "," + subRoutes[len(subRoutes)-1]['routePartTargetArrivalTimeSchedule']
#print(" start: " + subRoutes[0]['routePartStartDepartureTimeSchedule'])
#print(" end: " + subRoutes[len(subRoutes)-1]['routePartTargetArrivalTimeSchedule'])
print(lne)
writer.writerow([lne])
except Exception as e:
print('Error parseando web')
y el archivo JSON
{
"cityName": "Warszawa",
"citySymbol": "WARSZAWA",
"routes": [
{
"routeAlternative": false,
"routeRealtimeStatus": "REALTIME_NO_PREDICTION_NO_LOCATION",
"routeParts": [
{
"routePartType": "WALK",
"routePartDistanceMeters": 520,
"routeWalk": {
"walkShape": [
{
"x_lon": 20.90869,
"y_lat": 52.28454
},
{
"x_lon": 20.907677,
"y_lat": 52.284381
},
{
"x_lon": 20.90793,
"y_lat": 52.283775
},
{
"x_lon": 20.90782,
"y_lat": 52.283775
},
{
"x_lon": 20.907041,
"y_lat": 52.283783
},
{
"x_lon": 20.906363,
"y_lat": 52.283791
},
{
"x_lon": 20.905502,
"y_lat": 52.283797
},
{
"x_lon": 20.905211,
"y_lat": 52.2838
},
{
"x_lon": 20.905175,
"y_lat": 52.2838
},
{
"x_lon": 20.905147,
"y_lat": 52.2838
},
{
"x_lon": 20.904769,
"y_lat": 52.283804
},
{
"x_lon": 20.90451,
"y_lat": 52.283807
},
{
"x_lon": 20.904431,
"y_lat": 52.283808
},
{
"x_lon": 20.904162,
"y_lat": 52.283809
},
{
"x_lon": 20.904064,
"y_lat": 52.283809
},
{
"x_lon": 20.90405,
"y_lat": 52.283809
},
{
"x_lon": 20.903999,
"y_lat": 52.28381
},
{
"x_lon": 20.903925,
"y_lat": 52.28381
},
{
"x_lon": 20.903869,
"y_lat": 52.283811
},
{
"x_lon": 20.903826,
"y_lat": 52.283811
},
{
"x_lon": 20.903787,
"y_lat": 52.283809
},
{
"x_lon": 20.903664,
"y_lat": 52.283803
},
{
"x_lon": 20.903575,
"y_lat": 52.283804
},
{
"x_lon": 20.903269,
"y_lat": 52.283806
},
{
"x_lon": 20.902878,
"y_lat": 52.283808
},
{
"x_lon": 20.902807,
"y_lat": 52.283808
},
{
"x_lon": 20.902808,
"y_lat": 52.283798
},
{
"x_lon": 20.902809,
"y_lat": 52.283759
},
{
"x_lon": 20.902808,
"y_lat": 52.283737
},
{
"x_lon": 20.902808,
"y_lat": 52.283726
},
{
"x_lon": 20.902783,
"y_lat": 52.283726
},
{
"x_lon": 20.902648,
"y_lat": 52.283728
},
{
"x_lon": 20.90265,
"y_lat": 52.28376
}
]
},
"routePartStartDepartureTimeSchedule": "2018-02-07T19:35:00.000+0100",
"routePartTargetArrivalTimeSchedule": "2018-02-07T19:41:00.000+0100"
},
{
"routePartType": "PUBLIC_TRANSPORT",
"routePartDistanceMeters": 5007,
"routeLine": {
"line": {
"lineId": "ZTM_WARSZAWA-110",
"lineName": "110",
"lineVehicleType": "VEHICLE_TYPE_BUS"
},
"lineHeadingText": "METRO MARYMONT",
"transportOperator": {
"operatorId": 3,
"operatorSymbol": "ZTM_WARSZAWA",
"operatorName": "ZTM Warszawa"
},
"notMainVariant": false,
"departuresPeriodMinutes": 20,
"courseId": "0:50",
"realtimeStatus": "REALTIME_NO_PREDICTION_NO_LOCATION",
"stops": {
"startIndex": 1,
"endIndex": 10,
"stops": [
{
"stopPoint": {
"stopName": "KSIĘŻYCOWA",
"stopPointCode": "603001",
"stopPointStreetName": "ARKUSZOWA",
"stopPointCodeInGroup": "01",
"stopPointCoordinate": {
"x_lon": 20.89686,
"y_lat": 52.28442
}
},
"lineStopDynamicId": "{name:\"KSIEZYCOWA\",lineName:\"110\",coor:\"20.89686:52.28442\",dirCoor:\"20.90265:52.28376\"}",
"shape": [
{
"x_lon": 20.89687,
"y_lat": 52.28444
},
{
"x_lon": 20.89857,
"y_lat": 52.28412
},
{
"x_lon": 20.90023,
"y_lat": 52.28387
},
{
"x_lon": 20.90125,
"y_lat": 52.28379
},
{
"x_lon": 20.90265,
"y_lat": 52.28377
}
],
"onDemand": true,
"stopZoneCode": 0,
"stopZoneName": "1"
},
{
"stopPoint": {
"stopName": "CHABROWA",
"stopPointCode": "602901",
"stopPointStreetName": "ARKUSZOWA",
"stopPointCodeInGroup": "01",
"stopPointCoordinate": {
"x_lon": 20.90265,
"y_lat": 52.28376
}
},
"departureTimeSchedule": "2018-02-07T19:41:00.000+0100",
"lineStopDynamicId": "{name:\"CHABROWA\",lineName:\"110\",coor:\"20.90265:52.28376\",dirCoor:\"20.91546:52.28307\"}",
"shape": [
{
"x_lon": 20.90265,
"y_lat": 52.28377
},
{
"x_lon": 20.91066,
"y_lat": 52.28366
},
{
"x_lon": 20.91212,
"y_lat": 52.28352
},
{
"x_lon": 20.91547,
"y_lat": 52.28309
}
],
"onDemand": true,
"stopZoneCode": 0,
"stopZoneName": "1"
},
{
"stopPoint": {
"stopName": "TYTUŁOWA",
"stopPointCode": "602801",
"stopPointStreetName": "WÓLCZYŃSKA",
"stopPointCodeInGroup": "01",
"stopPointCoordinate": {
"x_lon": 20.91546,
"y_lat": 52.28307
}
},
"departureTimeSchedule": "2018-02-07T19:42:00.000+0100",
"lineStopDynamicId": "{name:\"TYTULOWA\",lineName:\"110\",coor:\"20.91546:52.28307\",dirCoor:\"20.91988:52.28220\"}",
"shape": [
{
"x_lon": 20.91547,
"y_lat": 52.28309
},
{
"x_lon": 20.91626,
"y_lat": 52.28294
},
{
"x_lon": 20.91989,
"y_lat": 52.28222
}
],
"onDemand": true,
"stopZoneCode": 0,
"stopZoneName": "1"
},
{
"stopPoint": {
"stopName": "POPIELA",
"stopPointCode": "602701",
"stopPointStreetName": "WÓLCZYŃSKA",
"stopPointCodeInGroup": "01",
"stopPointCoordinate": {
"x_lon": 20.91988,
"y_lat": 52.2822
}
},
"departureTimeSchedule": "2018-02-07T19:43:00.000+0100",
"lineStopDynamicId": "{name:\"POPIELA\",lineName:\"110\",coor:\"20.91988:52.28220\",dirCoor:\"20.92512:52.28094\"}",
"shape": [
{
"x_lon": 20.91989,
"y_lat": 52.28222
},
{
"x_lon": 20.92512,
"y_lat": 52.28095
}
],
"stopZoneCode": 0,
"stopZoneName": "1"
},
{
"stopPoint": {
"stopName": "BOGUSŁAWSKIEGO",
"stopPointCode": "602601",
"stopPointStreetName": "WÓLCZYŃSKA",
"stopPointCodeInGroup": "01",
"stopPointCoordinate": {
"x_lon": 20.92512,
"y_lat": 52.28094
}
},
"departureTimeSchedule": "2018-02-07T19:44:00.000+0100",
"lineStopDynamicId": "{name:\"BOGUSLAWSKIEGO\",lineName:\"110\",coor:\"20.92512:52.28094\",dirCoor:\"20.92860:52.27997\"}",
"shape": [
{
"x_lon": 20.92512,
"y_lat": 52.28095
},
{
"x_lon": 20.92777,
"y_lat": 52.28025
},
{
"x_lon": 20.92861,
"y_lat": 52.27998
}
],
"stopZoneCode": 0,
"stopZoneName": "1"
},
{
"stopPoint": {
"stopName": "CM. WAWRZYSZEWSKI",
"stopPointCode": "602501",
"stopPointStreetName": "WÓLCZYŃSKA",
"stopPointCodeInGroup": "01",
"stopPointCoordinate": {
"x_lon": 20.9286,
"y_lat": 52.27997
}
},
"departureTimeSchedule": "2018-02-07T19:45:00.000+0100",
"lineStopDynamicId": "{name:\"CMENTARZ WAWRZYSZEWSKI\",lineName:\"110\",coor:\"20.92860:52.27997\",dirCoor:\"20.93396:52.27851\"}",
"shape": [
{
"x_lon": 20.92861,
"y_lat": 52.27998
},
{
"x_lon": 20.93161,
"y_lat": 52.27895
},
{
"x_lon": 20.93216,
"y_lat": 52.27879
},
{
"x_lon": 20.93398,
"y_lat": 52.27855
}
],
"stopZoneCode": 0,
"stopZoneName": "1"
},
{
"stopPoint": {
"stopName": "ASPEKT",
"stopPointCode": "602401",
"stopPointStreetName": "WÓLCZYŃSKA",
"stopPointCodeInGroup": "01",
"stopPointCoordinate": {
"x_lon": 20.93396,
"y_lat": 52.27851
}
},
"departureTimeSchedule": "2018-02-07T19:46:00.000+0100",
"lineStopDynamicId": "{name:\"ASPEKT\",lineName:\"110\",coor:\"20.93396:52.27851\",dirCoor:\"20.94023:52.27777\"}",
"shape": [
{
"x_lon": 20.93398,
"y_lat": 52.27855
},
{
"x_lon": 20.94024,
"y_lat": 52.27782
}
],
"stopZoneCode": 0,
"stopZoneName": "1"
},
{
"stopPoint": {
"stopName": "PRZYBYSZEWSKIEGO",
"stopPointCode": "602201",
"stopPointStreetName": "ŻEROMSKIEGO",
"stopPointCodeInGroup": "01",
"stopPointCoordinate": {
"x_lon": 20.94023,
"y_lat": 52.27777
}
},
"departureTimeSchedule": "2018-02-07T19:48:00.000+0100",
"lineStopDynamicId": "{name:\"PRZYBYSZEWSKIEGO\",lineName:\"110\",coor:\"20.94023:52.27777\",dirCoor:\"20.94828:52.27683\"}",
"shape": [
{
"x_lon": 20.94024,
"y_lat": 52.27782
},
{
"x_lon": 20.94829,
"y_lat": 52.2769
}
],
"stopZoneCode": 0,
"stopZoneName": "1"
},
{
"stopPoint": {
"stopName": "BIELANY-RATUSZ",
"stopPointCode": "602101",
"stopPointStreetName": "ŻEROMSKIEGO",
"stopPointCodeInGroup": "01",
"stopPointCoordinate": {
"x_lon": 20.94828,
"y_lat": 52.27683
}
},
"departureTimeSchedule": "2018-02-07T19:49:00.000+0100",
"lineStopDynamicId": "{name:\"BIELANY RATUSZ\",lineName:\"110\",coor:\"20.94828:52.27683\",dirCoor:\"20.95307:52.27629\"}",
"shape": [
{
"x_lon": 20.94829,
"y_lat": 52.2769
},
{
"x_lon": 20.9531,
"y_lat": 52.27637
}
],
"stopZoneCode": 0,
"stopZoneName": "1"
},
{
"stopPoint": {
"stopName": "PERZYŃSKIEGO",
"stopPointCode": "602001",
"stopPointStreetName": "ŻEROMSKIEGO",
"stopPointCodeInGroup": "01",
"stopPointCoordinate": {
"x_lon": 20.95307,
"y_lat": 52.27629
}
},
"departureTimeSchedule": "2018-02-07T19:50:00.000+0100",
"lineStopDynamicId": "{name:\"PERZYNSKIEGO\",lineName:\"110\",coor:\"20.95307:52.27629\",dirCoor:\"20.96233:52.27532\"}",
"shape": [
{
"x_lon": 20.9531,
"y_lat": 52.27637
},
{
"x_lon": 20.95672,
"y_lat": 52.27601
},
{
"x_lon": 20.96234,
"y_lat": 52.27535
}
],
"stopZoneCode": 0,
"stopZoneName": "1"
},
{
"stopPoint": {
"stopName": "ŻEROMSKIEGO",
"stopPointCode": "600603",
"stopPointStreetName": "ŻEROMSKIEGO",
"stopPointCodeInGroup": "03",
"stopPointCoordinate": {
"x_lon": 20.96233,
"y_lat": 52.27532
}
},
"departureTimeSchedule": "2018-02-07T19:52:00.000+0100",
"arrivalTimeSchedule": "2018-02-07T19:52:00.000+0100",
"lineStopDynamicId": "{name:\"ZEROMSKIEGO\",lineName:\"110\",coor:\"20.96233:52.27532\",dirCoor:\"20.96681:52.27323\"}",
"shape": [
{
"x_lon": 20.96234,
"y_lat": 52.27535
},
{
"x_lon": 20.9638,
"y_lat": 52.27519
},
{
"x_lon": 20.96435,
"y_lat": 52.27468
},
{
"x_lon": 20.96498,
"y_lat": 52.27421
},
{
"x_lon": 20.96577,
"y_lat": 52.27377
},
{
"x_lon": 20.96687,
"y_lat": 52.27327
}
],
"stopZoneCode": 0,
"stopZoneName": "1"
},
{
"stopPoint": {
"stopName": "PARK KASKADA",
"stopPointCode": "607501",
"stopPointStreetName": "SŁOWACKIEGO",
"stopPointCodeInGroup": "01",
"stopPointCoordinate": {
"x_lon": 20.96681,
"y_lat": 52.27323
}
},
"lineStopDynamicId": "{name:\"PARK KASKADA\",lineName:\"110\",coor:\"20.96681:52.27323\",dirCoor:\"20.96948:52.27187\"}",
"shape": [],
"onDemand": true,
"stopZoneCode": 0,
"stopZoneName": "1"
}
]
}
},
"routePartStartDepartureTimeSchedule": "2018-02-07T19:41:00.000+0100",
"routePartTargetArrivalTimeSchedule": "2018-02-07T19:52:00.000+0100"
},
{
"routePartType": "WALK",
"routePartDistanceMeters": 210,
"routeWalk": {
"walkShape": [
{
"x_lon": 20.962329,
"y_lat": 52.275319
},
{
"x_lon": 20.962309,
"y_lat": 52.275254
},
{
"x_lon": 20.962155,
"y_lat": 52.275272
},
{
"x_lon": 20.962158,
"y_lat": 52.275315
},
{
"x_lon": 20.961985,
"y_lat": 52.275334
},
{
"x_lon": 20.96162,
"y_lat": 52.275378
},
{
"x_lon": 20.96144,
"y_lat": 52.275406
},
{
"x_lon": 20.961455,
"y_lat": 52.27545
},
{
"x_lon": 20.961458,
"y_lat": 52.27546
},
{
"x_lon": 20.961461,
"y_lat": 52.275469
},
{
"x_lon": 20.961496,
"y_lat": 52.275583
},
{
"x_lon": 20.961499,
"y_lat": 52.275593
},
{
"x_lon": 20.96152,
"y_lat": 52.275666
},
{
"x_lon": 20.96153,
"y_lat": 52.275703
},
{
"x_lon": 20.961342,
"y_lat": 52.275723
},
{
"x_lon": 20.961238,
"y_lat": 52.27592
},
{
"x_lon": 20.961225,
"y_lat": 52.276185
},
{
"x_lon": 20.961267,
"y_lat": 52.2763
},
{
"x_lon": 20.961173,
"y_lat": 52.276344
},
{
"x_lon": 20.960998,
"y_lat": 52.276423
},
{
"x_lon": 20.961001,
"y_lat": 52.276426
}
]
},
"routePartStartDepartureTimeSchedule": "2018-02-07T19:52:00.000+0100",
"routePartTargetArrivalTimeSchedule": "2018-02-07T19:55:00.000+0100"
},
{
"routePartType": "PUBLIC_TRANSPORT",
"routePartDistanceMeters": 10228,
"routeLine": {
"line": {
"lineId": "ZTM_WARSZAWA-M1",
"lineName": "M1",
"lineVehicleType": "VEHICLE_TYPE_SUBWAY"
},
"lineHeadingText": "METRO KABATY",
"transportOperator": {
"operatorId": 3,
"operatorSymbol": "ZTM_WARSZAWA",
"operatorName": "ZTM Warszawa"
},
"notMainVariant": false,
"departuresPeriodMinutes": 3,
"courseId": "0:31",
"realtimeStatus": "REALTIME_NO_PREDICTION_NO_LOCATION",
"stops": {
"startIndex": 1,
"endIndex": 8,
"stops": [
{
"stopPoint": {
"stopName": "METRO STARE BIELANY",
"stopPointCode": "A21_BIELANY",
"stopPointCoordinate": {
"x_lon": 20.94931,
"y_lat": 52.28183
}
},
"lineStopDynamicId": "{name:\"METRO STARE BIELANY\",lineName:\"M1\",coor:\"20.94931:52.28183\",dirCoor:\"20.96021:52.27672\"}",
"shape": [
{
"x_lon": 20.94931,
"y_lat": 52.28183
},
{
"x_lon": 20.96021,
"y_lat": 52.27672
}
],
"stopZoneCode": 0,
"stopZoneName": "1"
},
{
"stopPoint": {
"stopName": "METRO SŁODOWIEC",
"stopPointCode": "A20_SLODOWIEC",
"stopPointCoordinate": {
"x_lon": 20.961002,
"y_lat": 52.276426
}
},
"departureTimeSchedule": "2018-02-07T20:02:00.000+0100",
"lineStopDynamicId": "{name:\"METRO SLODOWIEC\",lineName:\"M1\",coor:\"20.96021:52.27672\",dirCoor:\"20.97215:52.27151\"}",
"shape": [
{
"x_lon": 20.96021,
"y_lat": 52.27672
},
{
"x_lon": 20.96225,
"y_lat": 52.27583
},
{
"x_lon": 20.96305,
"y_lat": 52.27533
},
{
"x_lon": 20.96531,
"y_lat": 52.27367
},
{
"x_lon": 20.96702,
"y_lat": 52.27289
},
{
"x_lon": 20.96903,
"y_lat": 52.27228
},
{
"x_lon": 20.97218,
"y_lat": 52.27151
}
],
"stopZoneCode": 0,
"stopZoneName": "1"
},
{
"stopPoint": {
"stopName": "METRO MARYMONT",
"stopPointCode": "A19_MARYMONT",
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_ contacto:
Jacek: j.markusiewicz@gmail.com Ander: andergortazar@gmail.com
taller-web-scraping-hirikilabs/jakdojade.txt · Última modificación: 2018/02/07 20:00 por numeroteca