因为觉得写爬虫类的教程挺有意思，so在接下来的日子里，我将会不定时更新我的博客，并且会将我的劳动成果分享给大家唷， 如果您也喜欢爬虫这门技术，欢迎一起交流哦！ 目前暂定目标为尽可能完成更多的廉航网站数据查询爬虫，在这过程中，大家可以通过源码学习到我是如何从无到有的拿到我想要的东西，在开始之前温馨提示下，由于在实现爬虫的过程中难免会遇到部分反扒措施的网站，在本文中我也将会提供我已经完成反反扒操作的脚本给大家，但该脚本仅限于学习研究之用喔！
本文将以当下最热门的亚洲航空（AK）为目标，该航司位于马来西亚吉隆坡，是马来西亚第二家国际航空公司，也是亚洲规模最大的廉价航空公司，主要枢纽机场为吉隆国际机场第二航站楼， 集团伙伴公司泰国亚洲航空、印尼亚洲航空与菲律宾亚洲航空分别选定曼谷廊曼国际机场、苏加诺-哈达国际机场与克拉克国际机场作为枢纽机场，整个集团的国内及国际定期航班共超过165个航点，遍布25个国家。（摘自:wiki自由百科全书）
我们将以python3作为主要语言进行开发/编写爬虫，当然这里我只实现查询，虽然从查询到扣位我都已经实现，但鉴于商业趋势以及一系列版权问题，故不再提供扣位源码已经相关的教学信息；要完成该查询接口，需要还原一个加密，这里仅提供脚本不作任何解释；如冒犯了您的权益，请与我联系，我将配合删除！
要实现该爬虫需要先实现以下3个接口；请自行部署好Python开发环境以及安装好以下模块！
- https://k.airasia.com/basecurrency/{currency} 用作获取货币（国内始发无视）；
- https://k.airasia.com/ssr/getssrdata 用于获取加密信息（新版网站后续headers加密全在此response里，另Cookie加密除外）；
- https://k.airasia.com/shopprice-pwa/1/0/{dep}/{arr}/{date}/{adt}/{chd}/{inf}/prom 返回航班数据；
- 需要用到的类库/模块（基于python3）：requests、random、threading、execjs、re、time 等，其中本文所使用的代理是基于socks5
如需使用http/https协议可自行更改。 - 由于接口使用了伪会员协议，返回的数据与浏览器查询(非登录状态)展示的价格稍有偏差，一般比浏览器展示的价格少10元。
取货币部分源码
def Basecurrency(self):
if self.start_place not in self.place:
dict_data = {
"sessionId": self.sessionId,
"status": "SUCCESS",
"msg": "This airlines has not scheduled flight from {} to {} The current number of threads as:{} The Query Proxy as:{} The timeout as:{}".format(self.start_place, self.end_place, threading.activeCount(), self.proxyInfo, round(time.perf_counter() - self.time_start, 2)),
"pricedItineraries": [],
"validTime": None,
"needAdjust": True,
"needPushPrice": False
}
return dict_data
url = f'https://k.airasia.com/basecurrency/{self.start_place}'
self.headers['Referer'] = 'https://www.airasia.com'
self.headers["Origin"] = 'https://www.airasia.com'
if (self.proxy != None):
response = self.Session.get(url, headers = self.headers, proxies = self.proxy, timeout = self.timeout / 2)
else :
response = self.Session.get(url, headers = self.headers, timeout = self.timeout / 2)
response.encoding = 'utf-8'
return response.text
取加密数据部分源码
def GetSsrData(self):
url = 'https://k.airasia.com/ssr/getssrdata'
self.headers["channel_hash"] = "ac9b6baea0f0cbd04b974fee6e2f3f2c29beac2e5814d66555191736"
self.headers["ContentType"] = 'Content-Type'
if (self.proxy != None):
response = self.Session.post(url, headers = self.headers, proxies = self.proxy, json = {}, timeout = self.timeout / 2)
else :
response = self.Session.post(url, headers = self.headers, json = {}, timeout = self.timeout / 2)
response.encoding = 'utf-8'
return response.text
获取航班数据部分源码
def Search(self):
url = f'https://k.airasia.com/shopprice-pwa/1/0/{self.start_place}/{self.end_place}/{self.depDate}/{self.adtCount}/{self.chdCount}/{self.infCount}/40PRCT'
if (self.proxy != None):
response = self.Session.get(url, headers = self.headers, proxies = self.proxy, timeout = self.timeout / 2)
else:
response = self.Session.get(url, headers = self.headers, timeout = self.timeout / 2)
response.encoding = 'utf-8'
return response.text完整源码
import requests, json, random, threading, execjs, re, time
class AK(object):
def __init__(self, depCode, arrCode, depDate, adtCount, chdCount, infCount, sessionId, Code, Author):
self.Side = ["PEK", "CAN", "PVG", "CTU", "CKG", "KWL", "HGH", "SWA", "KMG", "LHW", "KHN", "NKG", "NNG", "NGB", "JJN", "SZX", "SHE", "TSN", "WUH", "XIY", "CSX"]
self.place = ['M1B', 'M1A', 'AMD', 'ATQ', 'MFM', 'PDG', 'IXB', '3AA', 'BCD', 'DPS', 'BTJ', 'BLR', 'UTP', '3AK', 'PKU', 'PEK', 'PEN', 'BBI', 'BNE', 'IXC', 'CSX', 'MPH', 'CTU', 'CKG', 'CJM', 'KIX', 'DAC', 'DVO', 'TGG', 'TRZ', 'NRT', 'HND', 'TST', 'TWU', 'FUK', 'PQC', 'PUS', 'KHH', 'KBR', '1AI', 'KUA', 'CAN', 'KWL', 'KCH', 'GOI', 'GAU', 'HYD', 'HGH', 'HDY', 'HAN', 'ROI', 'OOL', 'HHQ', 'SGN', 'CCU', '3AD', 'KBV', 'GAY', 'JED', 'SWA', 'KUL', 'PNH', 'CJU', 'PLM', 'CGY', 'KLO', '3AG', 'CRK', 'CMB', 'COK', 'KKC', 'PNK', 'KMG', 'LBJ', 'UNN', '1AD', 'LPQ', 'LGK', 'IXR', 'LHW', 'LOE', '1AE', 'LOP', 'NST', '3AR', 'KJT', '3AE', 'MLE', 'MKZ', 'MDL', 'DMK', 'MNL', 'MYY', 'BOM', 'KNO', 'BTU', 'NGO', 'AVV', '3AC', 'NAG', 'KOP', 'NAW', 'LBU', 'KHN', 'NNT', 'NKG', 'NNG', '1AF', 'NGB', '1AB', 'PHS', '1AC', 'PER', 'HKT', 'PPS', 'PNQ', '3AJ', 'CEI', 'CNX', 'VCA', 'MAA', 'JJN', 'JOG', 'YIA', 'SYX', 'SNO', '1AJ', 'SRG', 'SDK', 'PVG', 'SHE', 'SZX', 'SBW', 'ICN', 'SXR', 'SUB', '3AB', 'STV', 'URT', '3AI', '1AA', 'SOQ', 'SOC', 'CEB', 'TAG', 'TPE', 'TAC', 'HNL', '1AH', 'TRV', 'TSN', 'UPG', 'BDO', 'VTZ', 'BWN', 'WUH', 'TJQ', 'BFV', '3AV', 'UTH', 'UBP', 'XIY', 'DAD', 'HKG', 'REP', 'SDJ', '1AG', 'KOS', 'DTB', 'DEL', 'SYD', 'SIN', 'JHB', 'BKI', 'CGK', 'AOR', 'RGN', 'CXR', 'IPH', 'ILO', 'IDR', 'IMF', 'VTE', 'CTS', 'JAI']
self.timeout = 15
self.time_start = time.perf_counter()
self.Session = requests.session()
self.Code = execjs.compile(Code)
self.Author = execjs.compile(Author)
self.currency = 'CNY'
self.ua_list = ["Mozilla/5.0 (Linux; Android 5.1.1; Nexus 5 Build/LMY48B) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/43.0.2357.78 Mobile Safari/537.36", "Mozilla/5.0 (iPhone; CPU iPhone OS 10_3_1 like Mac OS X) AppleWebKit/603.1.30 (KHTML, like Gecko) Version/10.0 Mobile/14E304 Safari/602.1", "Mozilla/5.0 (Linux; Android 5.0; SM-G900P Build/LRX21T) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/74.0.3729.169 Mobile Safari/537.36", "Mozilla/5.0 (Linux; Android 8.0; Pixel 2 Build/OPD3.170816.012) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/74.0.3729.169 Mobile Safari/537.36", "Mozilla/5.0 (Linux; Android 8.0.0; Pixel 2 XL Build/OPD1.170816.004) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/74.0.3729.169 Mobile Safari/537.36", "Mozilla/5.0 (iPhone; CPU iPhone OS 11_0 like Mac OS X) AppleWebKit/604.1.38 (KHTML, like Gecko) Version/11.0 Mobile/15A372 Safari/604.1", "Mozilla/5.0 (iPad; CPU OS 11_0 like Mac OS X) AppleWebKit/604.1.34 (KHTML, like Gecko) Version/11.0 Mobile/15A5341f Safari/604.1", "Mozilla/5.0 (Linux; U; Android 8.1.0; zh-cn; BLA-AL00 Build/HUAWEIBLA-AL00) AppleWebKit/537.36 (KHTML, like Gecko) Version/4.0 Chrome/57.0.2987.132 MQQBrowser/8.9 Mobile Safari/537.36", "Mozilla/5.0 (Linux; U; Android 8.0.0; zh-CN; MHA-AL00 Build/HUAWEIMHA-AL00) AppleWebKit/537.36 (KHTML, like Gecko) Version/4.0 Chrome/57.0.2987.108 UCBrowser/12.1.4.994 Mobile Safari/537.36", "Mozilla/5.0 (Linux; U; Android 2.3.7; en-us; Nexus One Build/FRF91) AppleWebKit/533.1 (KHTML, like Gecko) Version/4.0 Mobile Safari/533.1", "MQQBrowser/26 Mozilla/5.0 (Linux; U; Android 2.3.7; zh-cn; MB200 Build/GRJ22; CyanogenMod-7) AppleWebKit/533.1 (KHTML, like Gecko) Version/4.0 Mobile Safari/533.1", "Mozilla/5.0(iPad;U;CPUOS4_3_3likeMacOSX;en-us)AppleWebKit/533.17.9(KHTML,likeGecko)Version/5.0.2Mobile/8J2Safari/6533.18.5", "Mozilla/5.0(iPhone;U;CPUiPhoneOS4_3_3likeMacOSX;en-us)AppleWebKit/533.17.9(KHTML,likeGecko)Version/5.0.2Mobile/8J2Safari/6533.18.5", "MQQBrowser/26Mozilla/5.0(Linux;U;Android2.3.7;zh-cn;MB200Build/GRJ22;CyanogenMod-7)AppleWebKit/533.1(KHTML,likeGecko)Version/4.0MobileSafari/533.1", "Opera/9.80(Android2.3.4;Linux;OperaMobi/build-1107180945;U;en-GB)Presto/2.8.149Version/11.10", "Mozilla/5.0 (Mobile; rv:18.0) Gecko/18.0 Firefox/18.0", "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/76.0.3809.100 Safari/537.36", "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/72.0.3626.119 Safari/537.36", "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36 OPR/26.0.1656.60", "Mozilla/5.0 (Windows NT 5.1; U; en; rv:1.8.1) Gecko/20061208 Firefox/2.0.0 Opera 9.50", "Mozilla/5.0 (Windows NT 6.1; WOW64; rv:34.0) Gecko/20100101 Firefox/34.0", "Mozilla/5.0 (X11; U; Linux x86_64; zh-CN; rv:1.9.2.10) Gecko/20100922 Ubuntu/10.10 (maverick) Firefox/3.6.10", "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/534.57.2 (KHTML, like Gecko) Version/5.1.7 Safari/534.57.2", "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.71 Safari/537.36", "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.11 (KHTML, like Gecko) Chrome/23.0.1271.64 Safari/537.11", "Mozilla/5.0 (Windows; U; Windows NT 6.1; en-US) AppleWebKit/534.16 (KHTML, like Gecko) Chrome/10.0.648.133 Safari/534.16", "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/30.0.1599.101 Safari/537.36", "Mozilla/5.0 (Windows NT 6.1; WOW64; Trident/7.0; rv:11.0) like Gecko", "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/536.11 (KHTML, like Gecko) Chrome/20.0.1132.11 TaoBrowser/2.0 Safari/536.11", "Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.1 (KHTML, like Gecko) Chrome/21.0.1180.71 Safari/537.1 LBBROWSER", "Mozilla/5.0 (compatible; MSIE 9.0; Windows NT 6.1; WOW64; Trident/5.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; Media Center PC 6.0; .NET4.0C; .NET4.0E; LBBROWSER) ", "Mozilla/4.0 (compatible; MSIE 6.0; Windows NT 5.1; SV1; QQDownload 732; .NET4.0C; .NET4.0E; LBBROWSER)"]
self.proxyInfo = None
index = random.randint(1, 10)
if (index > 0):
socks5 = ['0.0.0.0:0000', '0.0.0.0:0000']# 请自行解决代理
self.proxyInfo = random.choice(socks5)
self.proxy = {'https': f'socks5://{self.proxyInfo}@{self.proxyInfo}'}
self.ua = random.choice(self.ua_list)
self.headers = {
'Content-type': 'application/x-www-form-urlencoded; charset=UTF-8',
'Accept': '*/*',
'Accept-Encoding': 'gzip, deflate, br',
'Accept-Language': 'zh-CN,zh;q=0.9',
'user-agent': self.ua,
'X-Forwarded-For': '{}.{}.{}.{}'.format(random.randint(1, 200), random.randint(0, 255), random.randint(0, 255), random.randint(0, 248))
}
self.start_place = depCode.upper()
self.end_place = arrCode.upper()
self.depDate = depDate
self.adtCount = int(adtCount)
self.chdCount = int(chdCount)
self.infCount = int(infCount)
self.sessionId = sessionId
def Basecurrency(self):
if self.start_place not in self.place:
dict_data = {
"sessionId": self.sessionId,
"status": "SUCCESS",
"msg": "This airlines has not scheduled flight from {} to {} The current number of threads as:{} The Query Proxy as:{} The timeout as:{}".format(self.start_place, self.end_place, threading.activeCount(), self.proxyInfo, round(time.perf_counter() - self.time_start, 2)),
"pricedItineraries": [],
"validTime": None,
"needAdjust": True,
"needPushPrice": False
}
return dict_data
url = f'https://k.airasia.com/basecurrency/{self.start_place}'
self.headers['Referer'] = 'https://www.airasia.com'
self.headers["Origin"] = 'https://www.airasia.com'
if (self.proxy != None):
response = self.Session.get(url, headers = self.headers, proxies = self.proxy, timeout = self.timeout / 2)
else :
response = self.Session.get(url, headers = self.headers, timeout = self.timeout / 2)
response.encoding = 'utf-8'
return response.text
def GetSsrData(self):
url = 'https://k.airasia.com/ssr/getssrdata'
self.headers["channel_hash"] = "ac9b6baea0f0cbd04b974fee6e2f3f2c29beac2e5814d66555191736"
self.headers["ContentType"] = 'Content-Type'
if (self.proxy != None):
response = self.Session.post(url, headers = self.headers, proxies = self.proxy, json = {}, timeout = self.timeout / 2)
else :
response = self.Session.post(url, headers = self.headers, json = {}, timeout = self.timeout / 2)
response.encoding = 'utf-8'
return response.text
def Search(self):
url = f'https://k.airasia.com/shopprice-pwa/1/0/{self.start_place}/{self.end_place}/{self.depDate}/{self.adtCount}/{self.chdCount}/{self.infCount}/40PRCT'
if (self.proxy != None):
response = self.Session.get(url, headers = self.headers, proxies = self.proxy, timeout = self.timeout / 2)
else:
response = self.Session.get(url, headers = self.headers, timeout = self.timeout / 2)
response.encoding = 'utf-8'
return response.text
def FormatFlight(self, sellKey):
sellKeyMatch = re.findall(r'(\w{2}~{1,}\s?\d{3,4}|\d{2}/\d{2}/\d{4}|\d{2}:\d{2})', sellKey)
if (len(sellKeyMatch) > 0):
return sellKeyMatch
else :
return []
def ParseDate(self, date, isFormat):
es = time.strptime(date, '%m-%d-%Y %H:%M:%S')
if (isFormat):
return time.strftime('%Y-%m-%dT%H:%M:%S', es)
else :
return time.mktime(es)
def Prase(self, data):
try:
jsons = json.loads(data)
if (len(jsons["GetAvailability"]) == 0):
dict_data = {
"sessionId": self.sessionId,
"status": "SUCCESS",
"msg": "The choose days has not any scheduled flight. Please re-select,The Query Proxy as:{},The timeout as:{}".format(self.proxyInfo, round(time.perf_counter() - self.time_start, 2)),
"pricedItineraries": [],
"validTime": None,
"needAdjust": True,
"needPushPrice": False
}
return dict_data
flights = jsons["GetAvailability"][0]["FaresInfo"]
itemlist = []
for i in flights:
Flight = i["BrandedFares"]["LowFare"]
if Flight is None or len(Flight) == 0:
Flight = i["BrandedFares"]["PremiumFlex"]
JourneySellKey = i["JourneySellKey"]
info = self.FormatFlight(JourneySellKey)
if (len(info) == 5):
AKCode = info[0].strip().split('~')[0]
FlightNum = info[0].strip().split('~')[1]
depData = info[1].replace('/', '-') + ' ' + info[2] + ":00"
arrData = info[3].replace('/', '-') + ' ' + info[4] + ":00"
item = {}
item["depCode"] = self.start_place
item["arrCode"] = self.end_place
item["airline_code"] = AKCode
item["flight_number"] = FlightNum.strip()
item["departureDateTime"] = self.ParseDate(depData, True)
item["arrivalDateTime"] = self.ParseDate(arrData, True)
item["elapsedTime"] = int((self.ParseDate(arrData, False) - self.ParseDate(depData, False)) / 60)
item["total_fare"] = float(Flight['TotalPrice'])
item["tax"] = float(Flight["FareItems"][-1]['tax'])
item["base_fare"] = round(item["total_fare"] - item["tax"], 2)
item["booking_classes"] = Flight["FareClassOfService"]
item["seatsRemaining"] = 9 if "AvailableCount" not in Flight else int(Flight["AvailableCount"])
item["currency"] = self.currency
item_data = {
"gdsSource": None,
"ipcc": None,
"currencyCode": item["currency"],
"pricingInfos": [
{
"baseFare": item["base_fare"],
"baseFareCurrency": item["currency"],
"equivFare": item["base_fare"],
"equivFareCurrency": item["currency"],
"verifiedFare": None,
"verifiedFareCurrency": None,
"originalFare": item["base_fare"],
"originalFareCurrency": item["currency"],
"fareRuleFare": None,
"fareRuleFareCurrency": None,
"fareRuleId": None,
"disablePriceCheck": None,
"supplierMarkupFare": None,
"supplierMarkupCurrency": None,
"supplierMarkupInfo": None,
"tax": item["tax"],
"taxCurrency": item["currency"],
"verifiedTax": None,
"verifiedTaxCurrency": None,
"originalTax": item["tax"],
"originalTaxCurrency": item["currency"],
"fareRuleTax": None,
"fareRuleTaxCurrency": None,
"totalFare": item["total_fare"],
"totalFareCurrency": item["currency"],
"passengerType": "ADULT",
"passengerQuantity": self.adtCount,
"airlineCode": None,
"fareType": None,
"changeFare": None,
"changePercentage": None,
"changeFareCurrency": None,
"refundFare": None,
"refundFareCurrency": None,
"refundPercentage": None,
"fareBasisCodes": [],
"baggageInfos": [],
"replBgs": None,
}],
"airItinerary":
{
"airTripType": "ONE_WAY",
"originDestinationOptions": [
{
"elapsedTime": None,
"flightSegments": [
{
"departureCode": self.start_place,
"departureName": None,
"departureTerminal": None,
"departureDateTime": item["departureDateTime"],
"departureTimeZone": None,
"arrivalCode": self.end_place,
"arrivalName": None,
"arrivalTerminal": None,
"arrivalDateTime": item["arrivalDateTime"],
"arrivalTimeZone": None,
"elapsedTime": item["elapsedTime"],
"cabin": item["booking_classes"],
"replCabin": None,
"replClass": None,
"cabinClass": None,
"airEquipType": None,
"marketingAirlineCode": item["airline_code"],
"marketingAirlineName": None,
"marketingFlightNumber": item["flight_number"],
"operatingAirlineCode": item["airline_code"],
"operatingFlightNumber": item["flight_number"],
"mealCode": None,
"stopQuantity": None,
"stopLocationCode": None,
"seatsRemaining": item["seatsRemaining"],
"codeShare": None,
"eTicket": None,
"onTimePercent": None,
"onTimeRate": None,
"marriageGrp": None,
"availabilitySource": None,
"eticket": None
}]
}]
},
"validatingCarrier": item["airline_code"],
"validatingCarrierName": None,
"lastTicketingDate": None,
"data": None,
"createTime": time.strftime("%m-%d %H:%M:%S", time.localtime()),
"sk": None,
"st": None
}
itemlist.append(item_data)
else :
continue
if (len(itemlist) == 0):
dict_data = {
"sessionId": self.sessionId,
"status": "SUCCESS",
"msg": "The choose days has not any scheduled flight. Please re-select,The Query Proxy as:{},The timeout as:{}".format(self.proxyInfo, round(time.perf_counter() - self.time_start, 2)),
"pricedItineraries": [],
"validTime": None,
"needAdjust": True,
"needPushPrice": False
}
return dict_data
dict_data = {
"sessionId": self.sessionId,
"status": "SUCCESS",
"msg": "None,The Query Proxy as:{},The timeout as:{}".format(self.proxyInfo, round(time.perf_counter() - self.time_start, 2)),
"pricedItineraries": itemlist,
"validTime": None,
"needAdjust": True,
"needPushPrice": False
}
return dict_data
except Exception as ex:
dict_data = {
"sessionId": self.sessionId,
"status": "SUCCESS",
"msg": "The choose days has not any scheduled flight. Please re-select,The Query Proxy as:{},The timeout as:{}".format(self.proxyInfo, round(time.perf_counter() - self.time_start, 2)),
"pricedItineraries": [],
"validTime": None,
"needAdjust": True,
"needPushPrice": False
}
return dict_data
def main(self):
if self.start_place not in self.Side:
JsonData = self.Basecurrency()
if not isinstance(JsonData, str):
return JsonData
self.currency = JsonData
JsonData = self.GetSsrData()
try:
Authorization = self.Author.call('A', JsonData)
encyle = Authorization.split('\n')
for item in encyle:
if 'search' in item:
self.headers["Authorization"] = item.split('|')[1]
break
self.headers["X-Custom-Flag"] = '1'
self.headers["channel_hash"] = 'ac9b6baea0f0cbd04b974fee6e2f3f2c29beac2e5814d66555191736'
self.headers.pop('ContentType')
JsonData = self.Search()
JsonData = self.Prase(JsonData)
return JsonData
except:
pass
if __name__ == '__main__':
with open('Authorization.js', 'r') as df:
Author = df.read()
with open('DotRezSignature.js', 'r') as df:
Code = df.read()
ak = AK("HKG", "KUL", "2019-10-10", 1, 0, 0, "dsgdsgsdg-dsgdsgds", Code, Author)
bb = ak.main()
print(bb)
附件中将包含一个JS可执行脚本，执行本程序将返回json数据，至于怎么运用就看你们了，再次声明，附件中的JS可执行脚本仅限于学习与研究之用，切勿 滥用之；下期我将会更新较热门的航司：泰国狮子航空(SL)；欢迎大家参阅！
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it猫之家官方博客: 基于Python爬虫应用开发系列教学之亚洲航空航班查询爬虫
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