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197 changes: 197 additions & 0 deletions [working-with-apis] Laura.ipynb
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "42a5829f",
"metadata": {},
"outputs": [],
"source": [
"import requests\n",
"import time\n",
"import pandas as pd"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "1ceed0ba",
"metadata": {},
"outputs": [],
"source": [
"data = {'Quotes': [{'QuoteId': 1,\n",
" 'MinPrice': 92.0,\n",
" 'Direct': False,\n",
" 'OutboundLeg': {'CarrierIds': [1065],\n",
" 'OriginId': 81727,\n",
" 'DestinationId': 50290,\n",
" 'DepartureDate': '2020-12-12T00:00:00'},\n",
" 'QuoteDateTime': '2020-09-21T10:49:00'},\n",
" {'QuoteId': 2,\n",
" 'MinPrice': 133.0,\n",
" 'Direct': True,\n",
" 'OutboundLeg': {'CarrierIds': [851],\n",
" 'OriginId': 81727,\n",
" 'DestinationId': 50290,\n",
" 'DepartureDate': '2020-12-12T00:00:00'},\n",
" 'QuoteDateTime': '2020-09-21T10:49:00'}],\n",
" 'Places': [{'PlaceId': 50290,\n",
" 'IataCode': 'EWR',\n",
" 'Name': 'New York Newark',\n",
" 'Type': 'Station',\n",
" 'SkyscannerCode': 'EWR',\n",
" 'CityName': 'New York',\n",
" 'CityId': 'NYCA',\n",
" 'CountryName': 'United States'},\n",
" {'PlaceId': 60987,\n",
" 'IataCode': 'JFK',\n",
" 'Name': 'New York John F. Kennedy',\n",
" 'Type': 'Station',\n",
" 'SkyscannerCode': 'JFK',\n",
" 'CityName': 'New York',\n",
" 'CityId': 'NYCA',\n",
" 'CountryName': 'United States'},\n",
" {'PlaceId': 65633,\n",
" 'IataCode': 'LGA',\n",
" 'Name': 'New York LaGuardia',\n",
" 'Type': 'Station',\n",
" 'SkyscannerCode': 'LGA',\n",
" 'CityName': 'New York',\n",
" 'CityId': 'NYCA',\n",
" 'CountryName': 'United States'},\n",
" {'PlaceId': 81727,\n",
" 'IataCode': 'SFO',\n",
" 'Name': 'San Francisco International',\n",
" 'Type': 'Station',\n",
" 'SkyscannerCode': 'SFO',\n",
" 'CityName': 'San Francisco',\n",
" 'CityId': 'SFOA',\n",
" 'CountryName': 'United States'}],\n",
" 'Carriers': [{'CarrierId': 819, 'Name': 'Aegean Airlines'},\n",
" {'CarrierId': 851, 'Name': 'Alaska Airlines'},\n",
" {'CarrierId': 870, 'Name': 'jetBlue'},\n",
" {'CarrierId': 1065, 'Name': 'Frontier Airlines'},\n",
" {'CarrierId': 1721, 'Name': 'Sun Country Airlines'},\n",
" {'CarrierId': 1793, 'Name': 'United'},\n",
" {'CarrierId': 1902, 'Name': 'Southwest Airlines'}],\n",
" 'Currencies': [{'Code': 'USD',\n",
" 'Symbol': '$',\n",
" 'ThousandsSeparator': ',',\n",
" 'DecimalSeparator': '.',\n",
" 'SymbolOnLeft': True,\n",
" 'SpaceBetweenAmountAndSymbol': False,\n",
" 'RoundingCoefficient': 0,\n",
" 'DecimalDigits': 2}]}"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "bdac56ed",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'QuoteId': 2,\n",
" 'MinPrice': 133.0,\n",
" 'Direct': True,\n",
" 'OutboundLeg': {'CarrierIds': [851],\n",
" 'OriginId': 81727,\n",
" 'DestinationId': 50290,\n",
" 'DepartureDate': '2020-12-12T00:00:00'},\n",
" 'QuoteDateTime': '2020-09-21T10:49:00'}"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data['Quotes'][1]"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "a171f12e",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'Date': '2020-12-12',\n",
" 'Price': 92.0,\n",
" 'Origin': 'San Francisco International',\n",
" 'Destination': 'New York Newark',\n",
" 'Company': 'Frontier Airlines'}"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"def flight_search(flights, date1, date2):\n",
"\n",
" cheapest_flight = None\n",
" \n",
" for quote in data['Quotes']:\n",
" departure_date = quote['OutboundLeg']['DepartureDate'][:10]\n",
" if departure_date == date1 or departure_date == date2:\n",
" if cheapest_flight is None or quote['MinPrice'] < cheapest_flight['MinPrice']:\n",
" cheapest_flight = quote\n",
"\n",
" if cheapest_flight:\n",
" carrier_name = next((carrier['Name'] for carrier in data['Carriers'] if carrier['CarrierId'] in cheapest_flight['OutboundLeg']['CarrierIds']), \"Unknown\")\n",
" origin_name = next((place['Name'] for place in data['Places'] if place['PlaceId'] == cheapest_flight['OutboundLeg']['OriginId']), \"Unknown\")\n",
" destination_name = next((place['Name'] for place in data['Places'] if place['PlaceId'] == cheapest_flight['OutboundLeg']['DestinationId']), \"Unknown\")\n",
"\n",
"\n",
" return {\n",
" 'Date': departure_date,\n",
" 'Price': cheapest_flight['MinPrice'],\n",
" 'Origin': origin_name,\n",
" 'Destination': destination_name,\n",
" 'Company': carrier_name\n",
" }\n",
"\n",
" return \"No flights found for the given dates.\"\n",
"\n",
"cheapest_flight = flight_search(data, '2020-12-11', '2020-12-12')\n",
"cheapest_flight"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ac1c3e8c",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.7"
}
},
"nbformat": 4,
"nbformat_minor": 5
}