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search_flights.py
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search_flights.py
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import json
import requests
from datetime import datetime, timedelta
import brotli
import time
import random
import utils
def search_round(form_data):
simplified_itineraries = []
error = False
minNights = int(form_data['minNights'])
maxNights = int(form_data['maxNights'])
start_date = datetime.strptime(form_data['startDate'], '%Y-%m-%d')
end_date = datetime.strptime(form_data['endDate'], '%Y-%m-%d')
loop_end_date = end_date - timedelta(days=minNights)
d = start_date
while d <= loop_end_date: # Loop through the start dates
print(f"Scanning departure date: {utils.format_date(d)}")
for nights in range(minNights, maxNights + 1): # Loop through the nights
return_date = d + timedelta(days=nights)
if return_date > end_date: # Ensure return date is not beyond the specified end date
break
request_data = {
"query": "query SearchReturnItinerariesQuery(\n $search: SearchReturnInput\n $filter: ItinerariesFilterInput\n $options: ItinerariesOptionsInput\n) {\n returnItineraries(search: $search, filter: $filter, options: $options) {\n __typename\n ... on AppError {\n error: message\n }\n ... on Itineraries {\n server {\n requestId\n environment\n packageVersion\n serverToken\n }\n metadata {\n eligibilityInformation {\n baggageEligibilityInformation {\n topFiveResultsBaggageEligibleForPrompt\n topFifteenResultsBaggageEligibleForPrompt\n searchIsLongTrip\n searchIsFamilyTrip\n numberOfBags\n }\n }\n ...AirlinesFilter_data\n ...CountriesFilter_data\n ...WeekDaysFilter_data\n ...TravelTip_data\n ...Sorting_data\n ...MobileSorting_data\n ...MobileSortingLink_data\n ...PriceAlert_data\n itinerariesCount\n hasMorePending\n missingProviders {\n code\n }\n searchFingerprint\n statusPerProvider {\n provider {\n id\n }\n errorHappened\n errorMessage\n }\n topFiveOriginalItinerariesContainTHC\n hasTier1MarketItineraries\n sharedItinerary {\n __typename\n ... on ItineraryReturn {\n ... on Itinerary {\n __isItinerary: __typename\n __typename\n id\n shareId\n price {\n amount\n priceBeforeDiscount\n }\n priceEur {\n amount\n }\n provider {\n name\n code\n hasHighProbabilityOfPriceChange\n contentProvider {\n code\n }\n id\n }\n bagsInfo {\n includedCheckedBags\n includedHandBags\n hasNoBaggageSupported\n hasNoCheckedBaggage\n checkedBagTiers {\n tierPrice {\n amount\n }\n bags {\n weight {\n value\n }\n }\n }\n handBagTiers {\n tierPrice {\n amount\n }\n bags {\n weight {\n value\n }\n }\n }\n includedPersonalItem\n personalItemTiers {\n tierPrice {\n amount\n }\n bags {\n weight {\n value\n }\n height {\n value\n }\n width {\n value\n }\n length {\n value\n }\n }\n }\n }\n bookingOptions {\n edges {\n node {\n token\n bookingUrl\n trackingPixel\n itineraryProvider {\n code\n name\n subprovider\n hasHighProbabilityOfPriceChange\n contentProvider {\n code\n }\n id\n }\n price {\n amount\n }\n }\n }\n }\n travelHack {\n isTrueHiddenCity\n isVirtualInterlining\n isThrowawayTicket\n }\n }\n legacyId\n outbound {\n id\n sectorSegments {\n guarantee\n segment {\n id\n source {\n localTime\n utcTime\n station {\n id\n legacyId\n name\n code\n type\n gps {\n lat\n lng\n }\n city {\n legacyId\n name\n id\n }\n country {\n code\n id\n }\n }\n }\n destination {\n localTime\n utcTime\n station {\n id\n legacyId\n name\n code\n type\n gps {\n lat\n lng\n }\n city {\n legacyId\n name\n id\n }\n country {\n code\n id\n }\n }\n }\n duration\n type\n code\n carrier {\n id\n name\n code\n }\n operatingCarrier {\n id\n name\n code\n }\n cabinClass\n hiddenDestination {\n city {\n name\n id\n }\n id\n }\n throwawayDestination {\n id\n }\n }\n layover {\n duration\n isBaggageRecheck\n isWalkingDistance\n transferDuration\n id\n }\n }\n duration\n }\n inbound {\n id\n sectorSegments {\n guarantee\n segment {\n id\n source {\n localTime\n utcTime\n station {\n id\n legacyId\n name\n code\n type\n gps {\n lat\n lng\n }\n city {\n legacyId\n name\n id\n }\n country {\n code\n id\n }\n }\n }\n destination {\n localTime\n utcTime\n station {\n id\n legacyId\n name\n code\n type\n gps {\n lat\n lng\n }\n city {\n legacyId\n name\n id\n }\n country {\n code\n id\n }\n }\n }\n duration\n type\n code\n carrier {\n id\n name\n code\n }\n operatingCarrier {\n id\n name\n code\n }\n cabinClass\n hiddenDestination {\n city {\n name\n id\n }\n id\n }\n throwawayDestination {\n id\n }\n }\n layover {\n duration\n isBaggageRecheck\n isWalkingDistance\n transferDuration\n id\n }\n }\n duration\n }\n stopover {\n nightsCount\n arrival {\n type\n city {\n name\n id\n }\n id\n }\n departure {\n type\n id\n }\n duration\n }\n lastAvailable {\n seatsLeft\n }\n extendedFareOptionsPricing {\n standardFarePrice {\n amount\n }\n flexiFarePrice {\n amount\n }\n }\n }\n id\n }\n kayakEligibilityTest {\n containsKayakWithNewRules\n containsKayakWithCurrentRules\n }\n }\n itineraries {\n __typename\n ... on ItineraryReturn {\n ... on Itinerary {\n __isItinerary: __typename\n __typename\n id\n shareId\n price {\n amount\n priceBeforeDiscount\n }\n priceEur {\n amount\n }\n provider {\n name\n code\n hasHighProbabilityOfPriceChange\n contentProvider {\n code\n }\n id\n }\n bagsInfo {\n includedCheckedBags\n includedHandBags\n hasNoBaggageSupported\n hasNoCheckedBaggage\n checkedBagTiers {\n tierPrice {\n amount\n }\n bags {\n weight {\n value\n }\n }\n }\n handBagTiers {\n tierPrice {\n amount\n }\n bags {\n weight {\n value\n }\n }\n }\n includedPersonalItem\n personalItemTiers {\n tierPrice {\n amount\n }\n bags {\n weight {\n value\n }\n height {\n value\n }\n width {\n value\n }\n length {\n value\n }\n }\n }\n }\n bookingOptions {\n edges {\n node {\n token\n bookingUrl\n trackingPixel\n itineraryProvider {\n code\n name\n subprovider\n hasHighProbabilityOfPriceChange\n contentProvider {\n code\n }\n id\n }\n price {\n amount\n }\n }\n }\n }\n travelHack {\n isTrueHiddenCity\n isVirtualInterlining\n isThrowawayTicket\n }\n }\n legacyId\n outbound {\n id\n sectorSegments {\n guarantee\n segment {\n id\n source {\n localTime\n utcTime\n station {\n id\n legacyId\n name\n code\n type\n gps {\n lat\n lng\n }\n city {\n legacyId\n name\n id\n }\n country {\n code\n id\n }\n }\n }\n destination {\n localTime\n utcTime\n station {\n id\n legacyId\n name\n code\n type\n gps {\n lat\n lng\n }\n city {\n legacyId\n name\n id\n }\n country {\n code\n id\n }\n }\n }\n duration\n type\n code\n carrier {\n id\n name\n code\n }\n operatingCarrier {\n id\n name\n code\n }\n cabinClass\n hiddenDestination {\n city {\n name\n id\n }\n id\n }\n throwawayDestination {\n id\n }\n }\n layover {\n duration\n isBaggageRecheck\n isWalkingDistance\n transferDuration\n id\n }\n }\n duration\n }\n inbound {\n id\n sectorSegments {\n guarantee\n segment {\n id\n source {\n localTime\n utcTime\n station {\n id\n legacyId\n name\n code\n type\n gps {\n lat\n lng\n }\n city {\n legacyId\n name\n id\n }\n country {\n code\n id\n }\n }\n }\n destination {\n localTime\n utcTime\n station {\n id\n legacyId\n name\n code\n type\n gps {\n lat\n lng\n }\n city {\n legacyId\n name\n id\n }\n country {\n code\n id\n }\n }\n }\n duration\n type\n code\n carrier {\n id\n name\n code\n }\n operatingCarrier {\n id\n name\n code\n }\n cabinClass\n hiddenDestination {\n city {\n name\n id\n }\n id\n }\n throwawayDestination {\n id\n }\n }\n layover {\n duration\n isBaggageRecheck\n isWalkingDistance\n transferDuration\n id\n }\n }\n duration\n }\n stopover {\n nightsCount\n arrival {\n type\n city {\n name\n id\n }\n id\n }\n departure {\n type\n id\n }\n duration\n }\n lastAvailable {\n seatsLeft\n }\n extendedFareOptionsPricing {\n standardFarePrice {\n amount\n }\n flexiFarePrice {\n amount\n }\n }\n }\n id\n }\n }\n }\n}\n\nfragment AirlinesFilter_data on ItinerariesMetadata {\n carriers {\n id\n code\n name\n }\n}\n\nfragment CountriesFilter_data on ItinerariesMetadata {\n stopoverCountries {\n code\n name\n id\n }\n}\n\nfragment MobileSortingLink_data on ItinerariesMetadata {\n topResults {\n best {\n __typename\n duration\n price {\n amount\n }\n id\n }\n cheapest {\n __typename\n duration\n price {\n amount\n }\n id\n }\n fastest {\n __typename\n duration\n price {\n amount\n }\n id\n }\n sourceTakeoffAsc {\n __typename\n duration\n price {\n amount\n }\n id\n }\n destinationLandingAsc {\n __typename\n duration\n price {\n amount\n }\n id\n }\n }\n}\n\nfragment MobileSorting_data on ItinerariesMetadata {\n topResults {\n best {\n __typename\n duration\n price {\n amount\n }\n id\n }\n cheapest {\n __typename\n duration\n price {\n amount\n }\n id\n }\n fastest {\n __typename\n duration\n price {\n amount\n }\n id\n }\n sourceTakeoffAsc {\n __typename\n duration\n price {\n amount\n }\n id\n }\n destinationLandingAsc {\n __typename\n duration\n price {\n amount\n }\n id\n }\n }\n}\n\nfragment PriceAlert_data on ItinerariesMetadata {\n priceAlertExists\n existingPriceAlert {\n id\n }\n searchFingerprint\n hasMorePending\n priceAlertsTopResults {\n best {\n price {\n amount\n }\n }\n cheapest {\n price {\n amount\n }\n }\n fastest {\n price {\n amount\n }\n }\n sourceTakeoffAsc {\n price {\n amount\n }\n }\n destinationLandingAsc {\n price {\n amount\n }\n }\n }\n}\n\nfragment Sorting_data on ItinerariesMetadata {\n topResults {\n best {\n __typename\n duration\n price {\n amount\n }\n id\n }\n cheapest {\n __typename\n duration\n price {\n amount\n }\n id\n }\n fastest {\n __typename\n duration\n price {\n amount\n }\n id\n }\n sourceTakeoffAsc {\n __typename\n duration\n price {\n amount\n }\n id\n }\n destinationLandingAsc {\n __typename\n duration\n price {\n amount\n }\n id\n }\n }\n}\n\nfragment TravelTip_data on ItinerariesMetadata {\n travelTips {\n __typename\n ... on TravelTipRadiusMoney {\n radius\n params {\n name\n value\n }\n savingMoney: saving {\n amount\n currency {\n id\n code\n name\n }\n formattedValue\n }\n location {\n __typename\n id\n legacyId\n name\n slug\n }\n }\n ... on TravelTipRadiusTime {\n radius\n params {\n name\n value\n }\n saving\n location {\n __typename\n id\n legacyId\n name\n slug\n }\n }\n ... on TravelTipRadiusSome {\n radius\n params {\n name\n value\n }\n location {\n __typename\n id\n legacyId\n name\n slug\n }\n }\n ... on TravelTipDateMoney {\n dates {\n start\n end\n }\n params {\n name\n value\n }\n savingMoney: saving {\n amount\n currency {\n id\n code\n name\n }\n formattedValue\n }\n }\n ... on TravelTipDateTime {\n dates {\n start\n end\n }\n params {\n name\n value\n }\n saving\n }\n ... on TravelTipDateSome {\n dates {\n start\n end\n }\n params {\n name\n value\n }\n }\n ... on TravelTipExtend {\n destination {\n __typename\n id\n name\n slug\n }\n locations {\n __typename\n id\n name\n slug\n }\n price {\n amount\n currency {\n id\n code\n name\n }\n formattedValue\n }\n }\n }\n}\n\nfragment WeekDaysFilter_data on ItinerariesMetadata {\n inboundDays\n outboundDays\n}\n",
"variables": {
"search": {
"itinerary": {
"source": form_data["source"],
"destination": form_data["destination"],
"outboundDepartureDate": {
"start": utils.format_date(d) + "T00:00:00",
"end": utils.format_date(d) + "T23:59:59"
},
"inboundDepartureDate": {
"start": utils.format_date(return_date) + "T00:00:00",
"end": utils.format_date(return_date) + "T23:59:59"
}
},
"passengers": {
"adults": 1,
"children": 0,
"infants": 0,
"adultsHoldBags": [
0
],
"adultsHandBags": [
0
],
"childrenHoldBags": [],
"childrenHandBags": []
},
"cabinClass": {
"cabinClass": "ECONOMY",
"applyMixedClasses": True
}
},
"filter": {
"allowReturnFromDifferentCity": True,
"allowChangeInboundDestination": True,
"allowChangeInboundSource": True,
"allowDifferentStationConnection": True,
"enableSelfTransfer": True,
"enableThrowAwayTicketing": True,
"enableTrueHiddenCity": True,
"maxStopsCount": 0,
"transportTypes": [
"FLIGHT"
],
"contentProviders": [
"KIWI"
],
"flightsApiLimit": 25,
"limit": 30
},
"options": {
"sortBy": "QUALITY",
"mergePriceDiffRule": "INCREASED",
"currency": "usd",
"apiUrl": None,
"locale": "en",
"partner": "skypicker",
"partnerMarket": "en",
"affilID": "acquisition000performance000sem000google",
"storeSearch": False,
"searchStrategy": "REDUCED",
"abTestInput": {
"kayakABCTest": "REMOVE_KAYAK_COMPLETELY",
"applyRecommendedDestinationsSorting": False
},
"serverToken": None
}
}
}
headers = {
'Accept':'*/*',
'Accept-Encoding':'gzip, deflate, br',
'Accept-Language':'en-US,en;q=0.9',
'Content-Type':'application/json',
'Kw-Skypicker-Visitor-Uniqid':'b2bc59fe-9ac4-431a-9331-42c5f20ffc49',
'Kw-Umbrella-Token':form_data['Kw-Umbrella-Token'],
'Origin':'https://www.kiwi.com',
'Referer':'https://www.kiwi.com/',
'Sec-Ch-Ua':'"Chromium";v="118", "Google Chrome";v="118", "Not=A?Brand";v="99"',
'Sec-Ch-Ua-Mobile':'?0',
'Sec-Ch-Ua-Platform':'"Windows"',
'Sec-Fetch-Dest':'empty',
'Sec-Fetch-Mode':'cors',
'Sec-Fetch-Site':'cross-site',
'User-Agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/118.0.0.0 Safari/537.36'
}
try:
response = requests.post('https://api.skypicker.com/umbrella/v2/graphql?featureName=SearchReturnItinerariesQuery', headers=headers, json=request_data)
string_response = response.content.decode('utf-8')
# Parse string to Python dictionary
json_response = json.loads(string_response)
original_itineraries = json_response['data']['returnItineraries']['itineraries']
for itinerary in original_itineraries:
simplified = {
'Price Amount': itinerary['price']['amount'],
'included Checked Bags': itinerary['bagsInfo']['includedCheckedBags'],
'Included Hand Bags': itinerary['bagsInfo']['includedHandBags'],
'Nights': itinerary['stopover']['nightsCount'],
'Departure Time Out': itinerary['outbound']['sectorSegments'][0]['segment']['source']['localTime'],
'Departure Time Return': itinerary['inbound']['sectorSegments'][0]['segment']['source']['localTime'],
'Seats Left': itinerary['lastAvailable']['seatsLeft'],
'Carrier Out': itinerary['outbound']['sectorSegments'][0]['segment']['carrier']['name'],
'Carrier Return': itinerary['inbound']['sectorSegments'][0]['segment']['carrier']['name'],
'Out Duration': str(round((itinerary['outbound']['duration']/3600), 2)) + " hours",
'Return Duration': str(round((itinerary['inbound']['duration']/3600), 2)) + " hours",
'Out Arrival Time': itinerary['outbound']['sectorSegments'][0]['segment']['destination']['localTime'],
'Return Arrival Time': itinerary['inbound']['sectorSegments'][0]['segment']['destination']['localTime'],
'Standard Fare Price': itinerary['extendedFareOptionsPricing']['standardFarePrice']['amount'],
'Flexi Fare Price': itinerary['extendedFareOptionsPricing']['flexiFarePrice']['amount']
}
simplified_itineraries.append(simplified)
except Exception as e:
error = True
print(f"Error: {e}")
# Wait for x seconds before sending the next request (optional)
random_float = random.uniform(form_data['minWaitTime'], form_data['maxWaitTime'])
time.sleep(random_float)
d += timedelta(days=1)
if not error:
# Sort by 'priceAmount' in ascending order
sorted_itineraries = sorted(simplified_itineraries, key=lambda x: float(x['Price Amount']))
return sorted_itineraries
return simplified_itineraries
def search_1_way(form_data):
simplified_itineraries = []
error = False
start_date = datetime.strptime(form_data['startDate'], '%Y-%m-%d')
end_date = datetime.strptime(form_data['endDate'], '%Y-%m-%d')
d = start_date
while d <= end_date: # Loop through the start dates
print(f"Scanning departure date: {utils.format_date(d)}")
request_data = {
"query": "query SearchOneWayItinerariesQuery(\n $search: SearchOnewayInput\n $filter: ItinerariesFilterInput\n $options: ItinerariesOptionsInput\n) {\n onewayItineraries(search: $search, filter: $filter, options: $options) {\n __typename\n ... on AppError {\n error: message\n }\n ... on Itineraries {\n server {\n requestId\n environment\n packageVersion\n serverToken\n }\n metadata {\n eligibilityInformation {\n baggageEligibilityInformation {\n topFiveResultsBaggageEligibleForPrompt\n topFifteenResultsBaggageEligibleForPrompt\n searchIsLongTrip\n searchIsFamilyTrip\n numberOfBags\n }\n }\n ...AirlinesFilter_data\n ...CountriesFilter_data\n ...WeekDaysFilter_data\n ...TravelTip_data\n ...Sorting_data\n ...MobileSorting_data\n ...MobileSortingLink_data\n ...PriceAlert_data\n itinerariesCount\n hasMorePending\n missingProviders {\n code\n }\n searchFingerprint\n statusPerProvider {\n provider {\n id\n }\n errorHappened\n errorMessage\n }\n topFiveOriginalItinerariesContainTHC\n hasTier1MarketItineraries\n sharedItinerary {\n __typename\n ... on ItineraryOneWay {\n ... on Itinerary {\n __isItinerary: __typename\n __typename\n id\n shareId\n price {\n amount\n priceBeforeDiscount\n }\n priceEur {\n amount\n }\n provider {\n name\n code\n hasHighProbabilityOfPriceChange\n contentProvider {\n code\n }\n id\n }\n bagsInfo {\n includedCheckedBags\n includedHandBags\n hasNoBaggageSupported\n hasNoCheckedBaggage\n checkedBagTiers {\n tierPrice {\n amount\n }\n bags {\n weight {\n value\n }\n }\n }\n handBagTiers {\n tierPrice {\n amount\n }\n bags {\n weight {\n value\n }\n }\n }\n includedPersonalItem\n personalItemTiers {\n tierPrice {\n amount\n }\n bags {\n weight {\n value\n }\n height {\n value\n }\n width {\n value\n }\n length {\n value\n }\n }\n }\n }\n bookingOptions {\n edges {\n node {\n token\n bookingUrl\n trackingPixel\n itineraryProvider {\n code\n name\n subprovider\n hasHighProbabilityOfPriceChange\n contentProvider {\n code\n }\n id\n }\n price {\n amount\n }\n }\n }\n }\n travelHack {\n isTrueHiddenCity\n isVirtualInterlining\n isThrowawayTicket\n }\n }\n legacyId\n sector {\n id\n sectorSegments {\n guarantee\n segment {\n id\n source {\n localTime\n utcTime\n station {\n id\n legacyId\n name\n code\n type\n gps {\n lat\n lng\n }\n city {\n legacyId\n name\n id\n }\n country {\n code\n id\n }\n }\n }\n destination {\n localTime\n utcTime\n station {\n id\n legacyId\n name\n code\n type\n gps {\n lat\n lng\n }\n city {\n legacyId\n name\n id\n }\n country {\n code\n id\n }\n }\n }\n duration\n type\n code\n carrier {\n id\n name\n code\n }\n operatingCarrier {\n id\n name\n code\n }\n cabinClass\n hiddenDestination {\n city {\n name\n id\n }\n id\n }\n throwawayDestination {\n id\n }\n }\n layover {\n duration\n isBaggageRecheck\n isWalkingDistance\n transferDuration\n id\n }\n }\n duration\n }\n lastAvailable {\n seatsLeft\n }\n extendedFareOptionsPricing {\n standardFarePrice {\n amount\n }\n flexiFarePrice {\n amount\n }\n }\n }\n id\n }\n kayakEligibilityTest {\n containsKayakWithNewRules\n containsKayakWithCurrentRules\n }\n }\n itineraries {\n __typename\n ... on ItineraryOneWay {\n ... on Itinerary {\n __isItinerary: __typename\n __typename\n id\n shareId\n price {\n amount\n priceBeforeDiscount\n }\n priceEur {\n amount\n }\n provider {\n name\n code\n hasHighProbabilityOfPriceChange\n contentProvider {\n code\n }\n id\n }\n bagsInfo {\n includedCheckedBags\n includedHandBags\n hasNoBaggageSupported\n hasNoCheckedBaggage\n checkedBagTiers {\n tierPrice {\n amount\n }\n bags {\n weight {\n value\n }\n }\n }\n handBagTiers {\n tierPrice {\n amount\n }\n bags {\n weight {\n value\n }\n }\n }\n includedPersonalItem\n personalItemTiers {\n tierPrice {\n amount\n }\n bags {\n weight {\n value\n }\n height {\n value\n }\n width {\n value\n }\n length {\n value\n }\n }\n }\n }\n bookingOptions {\n edges {\n node {\n token\n bookingUrl\n trackingPixel\n itineraryProvider {\n code\n name\n subprovider\n hasHighProbabilityOfPriceChange\n contentProvider {\n code\n }\n id\n }\n price {\n amount\n }\n }\n }\n }\n travelHack {\n isTrueHiddenCity\n isVirtualInterlining\n isThrowawayTicket\n }\n }\n legacyId\n sector {\n id\n sectorSegments {\n guarantee\n segment {\n id\n source {\n localTime\n utcTime\n station {\n id\n legacyId\n name\n code\n type\n gps {\n lat\n lng\n }\n city {\n legacyId\n name\n id\n }\n country {\n code\n id\n }\n }\n }\n destination {\n localTime\n utcTime\n station {\n id\n legacyId\n name\n code\n type\n gps {\n lat\n lng\n }\n city {\n legacyId\n name\n id\n }\n country {\n code\n id\n }\n }\n }\n duration\n type\n code\n carrier {\n id\n name\n code\n }\n operatingCarrier {\n id\n name\n code\n }\n cabinClass\n hiddenDestination {\n city {\n name\n id\n }\n id\n }\n throwawayDestination {\n id\n }\n }\n layover {\n duration\n isBaggageRecheck\n isWalkingDistance\n transferDuration\n id\n }\n }\n duration\n }\n lastAvailable {\n seatsLeft\n }\n extendedFareOptionsPricing {\n standardFarePrice {\n amount\n }\n flexiFarePrice {\n amount\n }\n }\n }\n id\n }\n }\n }\n}\n\nfragment AirlinesFilter_data on ItinerariesMetadata {\n carriers {\n id\n code\n name\n }\n}\n\nfragment CountriesFilter_data on ItinerariesMetadata {\n stopoverCountries {\n code\n name\n id\n }\n}\n\nfragment MobileSortingLink_data on ItinerariesMetadata {\n topResults {\n best {\n __typename\n duration\n price {\n amount\n }\n id\n }\n cheapest {\n __typename\n duration\n price {\n amount\n }\n id\n }\n fastest {\n __typename\n duration\n price {\n amount\n }\n id\n }\n sourceTakeoffAsc {\n __typename\n duration\n price {\n amount\n }\n id\n }\n destinationLandingAsc {\n __typename\n duration\n price {\n amount\n }\n id\n }\n }\n}\n\nfragment MobileSorting_data on ItinerariesMetadata {\n topResults {\n best {\n __typename\n duration\n price {\n amount\n }\n id\n }\n cheapest {\n __typename\n duration\n price {\n amount\n }\n id\n }\n fastest {\n __typename\n duration\n price {\n amount\n }\n id\n }\n sourceTakeoffAsc {\n __typename\n duration\n price {\n amount\n }\n id\n }\n destinationLandingAsc {\n __typename\n duration\n price {\n amount\n }\n id\n }\n }\n}\n\nfragment PriceAlert_data on ItinerariesMetadata {\n priceAlertExists\n existingPriceAlert {\n id\n }\n searchFingerprint\n hasMorePending\n priceAlertsTopResults {\n best {\n price {\n amount\n }\n }\n cheapest {\n price {\n amount\n }\n }\n fastest {\n price {\n amount\n }\n }\n sourceTakeoffAsc {\n price {\n amount\n }\n }\n destinationLandingAsc {\n price {\n amount\n }\n }\n }\n}\n\nfragment Sorting_data on ItinerariesMetadata {\n topResults {\n best {\n __typename\n duration\n price {\n amount\n }\n id\n }\n cheapest {\n __typename\n duration\n price {\n amount\n }\n id\n }\n fastest {\n __typename\n duration\n price {\n amount\n }\n id\n }\n sourceTakeoffAsc {\n __typename\n duration\n price {\n amount\n }\n id\n }\n destinationLandingAsc {\n __typename\n duration\n price {\n amount\n }\n id\n }\n }\n}\n\nfragment TravelTip_data on ItinerariesMetadata {\n travelTips {\n __typename\n ... on TravelTipRadiusMoney {\n radius\n params {\n name\n value\n }\n savingMoney: saving {\n amount\n currency {\n id\n code\n name\n }\n formattedValue\n }\n location {\n __typename\n id\n legacyId\n name\n slug\n }\n }\n ... on TravelTipRadiusTime {\n radius\n params {\n name\n value\n }\n saving\n location {\n __typename\n id\n legacyId\n name\n slug\n }\n }\n ... on TravelTipRadiusSome {\n radius\n params {\n name\n value\n }\n location {\n __typename\n id\n legacyId\n name\n slug\n }\n }\n ... on TravelTipDateMoney {\n dates {\n start\n end\n }\n params {\n name\n value\n }\n savingMoney: saving {\n amount\n currency {\n id\n code\n name\n }\n formattedValue\n }\n }\n ... on TravelTipDateTime {\n dates {\n start\n end\n }\n params {\n name\n value\n }\n saving\n }\n ... on TravelTipDateSome {\n dates {\n start\n end\n }\n params {\n name\n value\n }\n }\n ... on TravelTipExtend {\n destination {\n __typename\n id\n name\n slug\n }\n locations {\n __typename\n id\n name\n slug\n }\n price {\n amount\n currency {\n id\n code\n name\n }\n formattedValue\n }\n }\n }\n}\n\nfragment WeekDaysFilter_data on ItinerariesMetadata {\n inboundDays\n outboundDays\n}\n",
"variables": {
"search": {
"itinerary": {
"source": form_data['source'],
"destination": form_data['destination'],
"outboundDepartureDate": {
"start": utils.format_date(d) + "T00:00:00",
"end": utils.format_date(d) + "T23:59:59"
}
},
"passengers": {
"adults": 1,
"children": 0,
"infants": 0,
"adultsHoldBags": [
0
],
"adultsHandBags": [
0
],
"childrenHoldBags": [],
"childrenHandBags": []
},
"cabinClass": {
"cabinClass": "ECONOMY",
"applyMixedClasses": True
}
},
"filter": {
"allowChangeInboundDestination": True,
"allowChangeInboundSource": True,
"allowDifferentStationConnection": True,
"enableSelfTransfer": True,
"enableThrowAwayTicketing": True,
"enableTrueHiddenCity": True,
"maxStopsCount": 0,
"transportTypes": [
"FLIGHT"
],
"contentProviders": [
"KIWI"
],
"flightsApiLimit": 25,
"limit": 30
},
"options": {
"sortBy": "QUALITY",
"mergePriceDiffRule": "INCREASED",
"currency": "usd",
"apiUrl": None,
"locale": "en",
"partner": "skypicker",
"partnerMarket": "en",
"affilID": "acquisition000performance000sem000google",
"storeSearch": False,
"searchStrategy": "REDUCED",
"abTestInput": {
"kayakABCTest": "REMOVE_KAYAK_COMPLETELY",
"applyRecommendedDestinationsSorting": False
},
"serverToken": None
}
}
}
headers = {
'Accept':'*/*',
'Accept-Encoding':'gzip, deflate, br',
'Accept-Language':'en-US,en;q=0.9',
'Content-Type':'application/json',
'Kw-Skypicker-Visitor-Uniqid':'b2bc59fe-9ac4-431a-9331-42c5f20ffc49',
'Kw-Umbrella-Token':form_data['Kw-Umbrella-Token'],
'Origin':'https://www.kiwi.com',
'Referer':'https://www.kiwi.com/',
'Sec-Ch-Ua':'"Chromium";v="118", "Google Chrome";v="118", "Not=A?Brand";v="99"',
'Sec-Ch-Ua-Mobile':'?0',
'Sec-Ch-Ua-Platform':'"Windows"',
'Sec-Fetch-Dest':'empty',
'Sec-Fetch-Mode':'cors',
'Sec-Fetch-Site':'cross-site',
'User-Agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/118.0.0.0 Safari/537.36'
}
try:
response = requests.post('https://api.skypicker.com/umbrella/v2/graphql?featureName=SearchOneWayItinerariesQuery', headers=headers, json=request_data)
string_response = response.content.decode('utf-8')
# Parse string to Python dictionary
json_response = json.loads(string_response)
original_itineraries = json_response['data']['onewayItineraries']['itineraries']
for itinerary in original_itineraries:
simplified = {
'Price Amount': itinerary['price']['amount'],
'included Checked Bags': itinerary['bagsInfo']['includedCheckedBags'],
'Included Hand Bags': itinerary['bagsInfo']['includedHandBags'],
'Departure Time': itinerary['sector']['sectorSegments'][0]['segment']['source']['localTime'],
'Arrival Time': itinerary['sector']['sectorSegments'][0]['segment']['destination']['localTime'],
'Seats Left': itinerary['lastAvailable']['seatsLeft'],
'Carrier': itinerary['sector']['sectorSegments'][0]['segment']['carrier']['name'],
'Duration': str(round((itinerary['sector']['duration']/3600), 2)) + " hours",
'Standard Fare Price': itinerary['extendedFareOptionsPricing']['standardFarePrice']['amount'],
'Flexi Fare Price': itinerary['extendedFareOptionsPricing']['flexiFarePrice']['amount']
}
simplified_itineraries.append(simplified)
except Exception as e:
error = True
print(f"Error: {e}")
# Wait for x seconds before sending the next request (optional)
random_float = random.uniform(form_data['minWaitTime'], form_data['maxWaitTime'])
time.sleep(random_float)
d += timedelta(days=1)
if not error:
# Sort by 'priceAmount' in ascending order
sorted_itineraries = sorted(simplified_itineraries, key=lambda x: float(x['Price Amount']))
return sorted_itineraries
return simplified_itineraries