flight-choice-prediction
Predict the choice of flight offers.
post/shopping/flight-offers/prediction
Request body
Example request
{
"meta": {
"count": 2
},
"data": [
{
"type": "flight-offer",
"id": "1",
"source": "GDS",
"instantTicketingRequired": false,
"nonHomogeneous": false,
"oneWay": false,
"lastTicketingDate": "2020-01-16",
"numberOfBookableSeats": 7,
"itineraries": [
{
"duration": "PT15H55M",
"segments": [
{
"departure": {
"iataCode": "GIG",
"terminal": "2",
"at": "2020-08-01T21:50:00"
},
"arrival": {
"iataCode": "LHR",
"terminal": "5",
"at": "2020-08-02T13:10:00"
},
"carrierCode": "BA",
"number": "248",
"aircraft": {
"code": "788"
},
"operating": {
"carrierCode": "BA"
},
"duration": "PT11H20M",
"id": "1",
"numberOfStops": 0,
"blacklistedInEU": false
},
{
"departure": {
"iataCode": "LHR",
"terminal": "5",
"at": "2020-08-02T15:15:00"
},
"arrival": {
"iataCode": "MAD",
"terminal": "4S",
"at": "2020-08-02T18:45:00"
},
"carrierCode": "BA",
"number": "462",
"aircraft": {
"code": "321"
},
"operating": {
"carrierCode": "BA"
},
"duration": "PT2H30M",
"id": "2",
"numberOfStops": 0,
"blacklistedInEU": false
}
]
},
{
"duration": "PT13H35M",
"segments": [
{
"departure": {
"iataCode": "MAD",
"terminal": "4S",
"at": "2020-08-05T23:55:00"
},
"arrival": {
"iataCode": "GRU",
"terminal": "3",
"at": "2020-08-06T05:40:00"
},
"carrierCode": "IB",
"number": "6827",
"aircraft": {
"code": "346"
},
"operating": {
"carrierCode": "IB"
},
"duration": "PT10H45M",
"id": "5",
"numberOfStops": 0,
"blacklistedInEU": false
},
{
"departure": {
"iataCode": "GRU",
"terminal": "2",
"at": "2020-08-06T07:30:00"
},
"arrival": {
"iataCode": "GIG",
"terminal": "2",
"at": "2020-08-06T08:30:00"
},
"carrierCode": "LA",
"number": "4508",
"aircraft": {
"code": "320"
},
"duration": "PT1H",
"id": "6",
"numberOfStops": 0,
"blacklistedInEU": false
}
]
}
],
"price": {
"currency": "USD",
"total": "3842.10",
"base": "3661.00",
"fees": [
{
"amount": "0.00",
"type": "SUPPLIER"
},
{
"amount": "0.00",
"type": "TICKETING"
}
],
"grandTotal": "3842.10"
},
"pricingOptions": {
"fareType": [
"PUBLISHED"
],
"includedCheckedBagsOnly": false
},
"validatingAirlineCodes": [
"BA"
],
"travelerPricings": [
{
"travelerId": "1",
"fareOption": "STANDARD",
"travelerType": "ADULT",
"price": {
"currency": "USD",
"total": "2178.55",
"base": "2088.00"
},
"fareDetailsBySegment": [
{
"segmentId": "1",
"cabin": "BUSINESS",
"fareBasis": "RNNZ60S3",
"brandedFare": "BUSINESS",
"class": "R",
"includedCheckedBags": {
"quantity": 2
}
},
{
"segmentId": "2",
"cabin": "BUSINESS",
"fareBasis": "RNNZ60S3",
"brandedFare": "BUSINESS",
"class": "J",
"includedCheckedBags": {
"quantity": 2
}
},
{
"segmentId": "5",
"cabin": "ECONOMY",
"fareBasis": "VDH0NNM3",
"brandedFare": "BAGSEAT",
"class": "V",
"includedCheckedBags": {
"quantity": 1
}
},
{
"segmentId": "6",
"cabin": "ECONOMY",
"fareBasis": "VDH0NNM3",
"brandedFare": "BAGSEAT",
"class": "V",
"includedCheckedBags": {
"quantity": 1
}
}
]
},
{
"travelerId": "2",
"fareOption": "STANDARD",
"travelerType": "CHILD",
"price": {
"currency": "USD",
"total": "1663.55",
"base": "1573.00"
},
"fareDetailsBySegment": [
{
"segmentId": "1",
"cabin": "BUSINESS",
"fareBasis": "RNNZ60S3",
"brandedFare": "BUSINESS",
"class": "R"
},
{
"segmentId": "2",
"cabin": "BUSINESS",
"fareBasis": "RNNZ60S3",
"brandedFare": "BUSINESS",
"class": "J"
},
{
"segmentId": "5",
"cabin": "ECONOMY",
"fareBasis": "VDH0NNM3",
"brandedFare": "BAGSEAT",
"class": "V"
},
{
"segmentId": "6",
"cabin": "ECONOMY",
"fareBasis": "VDH0NNM3",
"brandedFare": "BAGSEAT",
"class": "V"
}
]
}
]
},
{
"type": "flight-offer",
"id": "2",
"source": "GDS",
"instantTicketingRequired": false,
"nonHomogeneous": false,
"oneWay": false,
"lastTicketingDate": "2020-01-16",
"numberOfBookableSeats": 7,
"itineraries": [
{
"duration": "PT15H55M",
"segments": [
{
"departure": {
"iataCode": "GIG",
"terminal": "2",
"at": "2020-08-01T21:50:00"
},
"arrival": {
"iataCode": "LHR",
"terminal": "5",
"at": "2020-08-02T13:10:00"
},
"carrierCode": "BA",
"number": "248",
"aircraft": {
"code": "788"
},
"operating": {
"carrierCode": "BA"
},
"duration": "PT11H20M",
"id": "1",
"numberOfStops": 0,
"blacklistedInEU": false
},
{
"departure": {
"iataCode": "LHR",
"terminal": "5",
"at": "2020-08-02T15:15:00"
},
"arrival": {
"iataCode": "MAD",
"terminal": "4S",
"at": "2020-08-02T18:45:00"
},
"carrierCode": "BA",
"number": "462",
"aircraft": {
"code": "321"
},
"operating": {
"carrierCode": "BA"
},
"duration": "PT2H30M",
"id": "2",
"numberOfStops": 0,
"blacklistedInEU": false
}
]
},
{
"duration": "PT19H5M",
"segments": [
{
"departure": {
"iataCode": "MAD",
"terminal": "4S",
"at": "2020-08-05T23:55:00"
},
"arrival": {
"iataCode": "GRU",
"terminal": "3",
"at": "2020-08-06T05:40:00"
},
"carrierCode": "IB",
"number": "6827",
"aircraft": {
"code": "346"
},
"operating": {
"carrierCode": "IB"
},
"duration": "PT10H45M",
"id": "3",
"numberOfStops": 0,
"blacklistedInEU": false
},
{
"departure": {
"iataCode": "GRU",
"terminal": "2",
"at": "2020-08-06T13:00:00"
},
"arrival": {
"iataCode": "GIG",
"terminal": "2",
"at": "2020-08-06T14:00:00"
},
"carrierCode": "LA",
"number": "4537",
"aircraft": {
"code": "321"
},
"duration": "PT1H",
"id": "4",
"numberOfStops": 0,
"blacklistedInEU": false
}
]
}
],
"price": {
"currency": "USD",
"total": "3842.10",
"base": "3661.00",
"fees": [
{
"amount": "0.00",
"type": "SUPPLIER"
},
{
"amount": "0.00",
"type": "TICKETING"
}
],
"grandTotal": "3842.10"
},
"pricingOptions": {
"fareType": [
"PUBLISHED"
],
"includedCheckedBagsOnly": false
},
"validatingAirlineCodes": [
"BA"
],
"travelerPricings": [
{
"travelerId": "1",
"fareOption": "STANDARD",
"travelerType": "ADULT",
"price": {
"currency": "USD",
"total": "2178.55",
"base": "2088.00"
},
"fareDetailsBySegment": [
{
"segmentId": "1",
"cabin": "BUSINESS",
"fareBasis": "RNNZ60S3",
"brandedFare": "BUSINESS",
"class": "R",
"includedCheckedBags": {
"quantity": 2
}
},
{
"segmentId": "2",
"cabin": "BUSINESS",
"fareBasis": "RNNZ60S3",
"brandedFare": "BUSINESS",
"class": "J",
"includedCheckedBags": {
"quantity": 2
}
},
{
"segmentId": "3",
"cabin": "ECONOMY",
"fareBasis": "VDH0NNM3",
"brandedFare": "BAGSEAT",
"class": "V",
"includedCheckedBags": {
"quantity": 1
}
},
{
"segmentId": "4",
"cabin": "ECONOMY",
"fareBasis": "VDH0NNM3",
"brandedFare": "BAGSEAT",
"class": "V",
"includedCheckedBags": {
"quantity": 1
}
}
]
},
{
"travelerId": "2",
"fareOption": "STANDARD",
"travelerType": "CHILD",
"price": {
"currency": "USD",
"total": "1663.55",
"base": "1573.00"
},
"fareDetailsBySegment": [
{
"segmentId": "1",
"cabin": "BUSINESS",
"fareBasis": "RNNZ60S3",
"brandedFare": "BUSINESS",
"class": "R"
},
{
"segmentId": "2",
"cabin": "BUSINESS",
"fareBasis": "RNNZ60S3",
"brandedFare": "BUSINESS",
"class": "J"
},
{
"segmentId": "3",
"cabin": "ECONOMY",
"fareBasis": "VDH0NNM3",
"brandedFare": "BAGSEAT",
"class": "V"
},
{
"segmentId": "4",
"cabin": "ECONOMY",
"fareBasis": "VDH0NNM3",
"brandedFare": "BAGSEAT",
"class": "V"
}
]
}
]
}
],
"dictionaries": {
"locations": {
"MAD": {
"cityCode": "MAD",
"countryCode": "ES"
},
"GIG": {
"cityCode": "RIO",
"countryCode": "BR"
},
"LHR": {
"cityCode": "LON",
"countryCode": "GB"
},
"GRU": {
"cityCode": "SAO",
"countryCode": "BR"
}
},
"aircraft": {
"320": "AIRBUS INDUSTRIE A320-100/200",
"321": "AIRBUS INDUSTRIE A321",
"346": "AIRBUS INDUSTRIE A340-600",
"788": "BOEING 787-8"
},
"currencies": {
"USD": "US DOLLAR"
},
"carriers": {
"LA": "LATAM AIRLINES GROUP",
"IB": "IBERIA",
"BA": "BRITISH AIRWAYS"
}
}
}Response
Flight Offers Search Reply with prediction
Example response
{
"meta": {
"count": 3
},
"data": [
{
"type": "flight-offer",
"id": "1",
"choiceProbability": "0.42",
"source": "GDS",
"instantTicketingRequired": false,
"nonHomogeneous": false,
"oneWay": false,
"lastTicketingDate": "2020-03-01",
"numberOfBookableSeats": 9,
"itineraries": [
{
"duration": "PT18H30M",
"segments": [
{
"departure": {
"iataCode": "GIG",
"terminal": "2",
"at": "2020-03-01T21:05:00"
},
"arrival": {
"iataCode": "CDG",
"terminal": "2E",
"at": "2020-03-02T12:20:00"
},
"carrierCode": "KL",
"number": "2410",
"aircraft": {
"code": "772"
},
"operating": {
"carrierCode": "AF"
},
"id": "40",
"numberOfStops": 0,
"blacklistedInEU": false
},
{
"departure": {
"iataCode": "CDG",
"terminal": "2F",
"at": "2020-03-02T14:30:00"
},
"arrival": {
"iataCode": "AMS",
"at": "2020-03-02T15:45:00"
},
"carrierCode": "KL",
"number": "1234",
"aircraft": {
"code": "73H"
},
"operating": {
"carrierCode": "KL"
},
"id": "41",
"numberOfStops": 0,
"blacklistedInEU": false
},
{
"departure": {
"iataCode": "AMS",
"at": "2020-03-02T17:05:00"
},
"arrival": {
"iataCode": "MAD",
"terminal": "2",
"at": "2020-03-02T19:35:00"
},
"carrierCode": "KL",
"number": "1705",
"aircraft": {
"code": "73J"
},
"operating": {
"carrierCode": "KL"
},
"id": "42",
"numberOfStops": 0,
"blacklistedInEU": false
}
]
},
{
"duration": "PT26H10M",
"segments": [
{
"departure": {
"iataCode": "MAD",
"terminal": "2",
"at": "2020-03-05T20:25:00"
},
"arrival": {
"iataCode": "AMS",
"at": "2020-03-05T23:00:00"
},
"carrierCode": "KL",
"number": "1706",
"aircraft": {
"code": "73J"
},
"operating": {
"carrierCode": "KL"
},
"id": "81",
"numberOfStops": 0,
"blacklistedInEU": false
},
{
"departure": {
"iataCode": "AMS",
"at": "2020-03-06T10:40:00"
},
"arrival": {
"iataCode": "GIG",
"terminal": "2",
"at": "2020-03-06T18:35:00"
},
"carrierCode": "KL",
"number": "705",
"aircraft": {
"code": "772"
},
"operating": {
"carrierCode": "KL"
},
"id": "82",
"numberOfStops": 0,
"blacklistedInEU": false
}
]
}
],
"price": {
"currency": "USD",
"total": "8514.04",
"base": "8314.00",
"fees": [
{
"amount": "0.00",
"type": "SUPPLIER"
},
{
"amount": "0.00",
"type": "TICKETING"
}
]
},
"pricingOptions": {
"fareType": [
"PUBLISHED"
],
"includedCheckedBagsOnly": true
},
"validatingAirlineCodes": [
"AF"
],
"travelerPricings": [
{
"travelerId": "1",
"fareOption": "STANDARD",
"travelerType": "ADULT",
"price": {
"currency": "USD",
"total": "4849.02",
"base": "4749.00"
},
"fareDetailsBySegment": [
{
"segmentId": "40",
"cabin": "BUSINESS",
"fareBasis": "CFFBR",
"class": "C",
"includedCheckedBags": {
"quantity": 2
}
},
{
"segmentId": "41",
"cabin": "BUSINESS",
"fareBasis": "CFFBR",
"class": "J",
"includedCheckedBags": {
"quantity": 2
}
},
{
"segmentId": "42",
"cabin": "BUSINESS",
"fareBasis": "CFFBR",
"class": "J",
"includedCheckedBags": {
"quantity": 2
}
},
{
"segmentId": "81",
"cabin": "ECONOMY",
"fareBasis": "YFFBR",
"class": "Y",
"includedCheckedBags": {
"quantity": 1
}
},
{
"segmentId": "82",
"cabin": "ECONOMY",
"fareBasis": "YFFBR",
"class": "Y",
"includedCheckedBags": {
"quantity": 1
}
}
]
},
{
"travelerId": "2",
"fareOption": "STANDARD",
"travelerType": "CHILD",
"price": {
"currency": "USD",
"total": "3665.02",
"base": "3565.00"
},
"fareDetailsBySegment": [
{
"segmentId": "40",
"cabin": "BUSINESS",
"fareBasis": "CFFBR",
"class": "C"
},
{
"segmentId": "41",
"cabin": "BUSINESS",
"fareBasis": "CFFBR",
"class": "J"
},
{
"segmentId": "42",
"cabin": "BUSINESS",
"fareBasis": "CFFBR",
"class": "J"
},
{
"segmentId": "81",
"cabin": "ECONOMY",
"fareBasis": "YFFBR",
"class": "Y"
},
{
"segmentId": "82",
"cabin": "ECONOMY",
"fareBasis": "YFFBR",
"class": "Y"
}
]
}
]
},
{
"type": "flight-offer",
"id": "2",
"choiceProbability": "0.11",
"source": "GDS",
"instantTicketingRequired": false,
"nonHomogeneous": false,
"oneWay": false,
"lastTicketingDate": "2020-03-01",
"numberOfBookableSeats": 9,
"itineraries": [
{
"duration": "PT19H35M",
"segments": [
{
"departure": {
"iataCode": "GIG",
"terminal": "2",
"at": "2020-03-01T16:30:00"
},
"arrival": {
"iataCode": "CDG",
"terminal": "2E",
"at": "2020-03-02T07:35:00"
},
"carrierCode": "KL",
"number": "2412",
"aircraft": {
"code": "77W"
},
"operating": {
"carrierCode": "AF"
},
"id": "43",
"numberOfStops": 0,
"blacklistedInEU": false
},
{
"departure": {
"iataCode": "CDG",
"terminal": "2F",
"at": "2020-03-02T09:05:00"
},
"arrival": {
"iataCode": "AMS",
"at": "2020-03-02T10:30:00"
},
"carrierCode": "KL",
"number": "1224",
"aircraft": {
"code": "73W"
},
"operating": {
"carrierCode": "KL"
},
"id": "44",
"numberOfStops": 0,
"blacklistedInEU": false
},
{
"departure": {
"iataCode": "AMS",
"at": "2020-03-02T13:30:00"
},
"arrival": {
"iataCode": "MAD",
"terminal": "2",
"at": "2020-03-02T16:05:00"
},
"carrierCode": "KL",
"number": "1703",
"aircraft": {
"code": "73J"
},
"operating": {
"carrierCode": "KL"
},
"id": "45",
"numberOfStops": 0,
"blacklistedInEU": false
}
]
},
{
"duration": "PT26H10M",
"segments": [
{
"departure": {
"iataCode": "MAD",
"terminal": "2",
"at": "2020-03-05T20:25:00"
},
"arrival": {
"iataCode": "AMS",
"at": "2020-03-05T23:00:00"
},
"carrierCode": "KL",
"number": "1706",
"aircraft": {
"code": "73J"
},
"operating": {
"carrierCode": "KL"
},
"id": "81",
"numberOfStops": 0,
"blacklistedInEU": false
},
{
"departure": {
"iataCode": "AMS",
"at": "2020-03-06T10:40:00"
},
"arrival": {
"iataCode": "GIG",
"terminal": "2",
"at": "2020-03-06T18:35:00"
},
"carrierCode": "KL",
"number": "705",
"aircraft": {
"code": "772"
},
"operating": {
"carrierCode": "KL"
},
"id": "82",
"numberOfStops": 0,
"blacklistedInEU": false
}
]
}
],
"price": {
"currency": "USD",
"total": "8514.04",
"base": "8314.00",
"fees": [
{
"amount": "0.00",
"type": "SUPPLIER"
},
{
"amount": "0.00",
"type": "TICKETING"
}
]
},
"pricingOptions": {
"fareType": [
"PUBLISHED"
],
"includedCheckedBagsOnly": true
},
"validatingAirlineCodes": [
"AF"
],
"travelerPricings": [
{
"travelerId": "1",
"fareOption": "STANDARD",
"travelerType": "ADULT",
"price": {
"currency": "USD",
"total": "4849.02",
"base": "4749.00"
},
"fareDetailsBySegment": [
{
"segmentId": "43",
"cabin": "BUSINESS",
"fareBasis": "CFFBR",
"class": "C",
"includedCheckedBags": {
"quantity": 2
}
},
{
"segmentId": "44",
"cabin": "BUSINESS",
"fareBasis": "CFFBR",
"class": "J",
"includedCheckedBags": {
"quantity": 2
}
},
{
"segmentId": "45",
"cabin": "BUSINESS",
"fareBasis": "CFFBR",
"class": "J",
"includedCheckedBags": {
"quantity": 2
}
},
{
"segmentId": "81",
"cabin": "ECONOMY",
"fareBasis": "YFFBR",
"class": "Y",
"includedCheckedBags": {
"quantity": 1
}
},
{
"segmentId": "82",
"cabin": "ECONOMY",
"fareBasis": "YFFBR",
"class": "Y",
"includedCheckedBags": {
"quantity": 1
}
}
]
},
{
"travelerId": "2",
"fareOption": "STANDARD",
"travelerType": "CHILD",
"price": {
"currency": "USD",
"total": "3665.02",
"base": "3565.00"
},
"fareDetailsBySegment": [
{
"segmentId": "43",
"cabin": "BUSINESS",
"fareBasis": "CFFBR",
"class": "C"
},
{
"segmentId": "44",
"cabin": "BUSINESS",
"fareBasis": "CFFBR",
"class": "J"
},
{
"segmentId": "45",
"cabin": "BUSINESS",
"fareBasis": "CFFBR",
"class": "J"
},
{
"segmentId": "81",
"cabin": "ECONOMY",
"fareBasis": "YFFBR",
"class": "Y"
},
{
"segmentId": "82",
"cabin": "ECONOMY",
"fareBasis": "YFFBR",
"class": "Y"
}
]
}
]
},
{
"type": "flight-offer",
"id": "3",
"choiceProbability": "0.76",
"source": "GDS",
"instantTicketingRequired": false,
"nonHomogeneous": false,
"oneWay": false,
"lastTicketingDate": "2020-03-01",
"numberOfBookableSeats": 9,
"itineraries": [
{
"duration": "PT19H35M",
"segments": [
{
"departure": {
"iataCode": "GIG",
"terminal": "2",
"at": "2020-03-01T16:30:00"
},
"arrival": {
"iataCode": "CDG",
"terminal": "2E",
"at": "2020-03-02T07:35:00"
},
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