Python模擬登陸淘寶并統(tǒng)計淘寶消費情況的代碼實例分享
支付寶十年賬單上的數(shù)字有點嚇人,但它統(tǒng)計的項目太多,只是想看看到底單純在淘寶上支出了多少,于是寫了段腳本,統(tǒng)計任意時間段淘寶訂單的消費情況,看那結(jié)果其實在淘寶上我還是相當節(jié)約的說。
腳本的主要工作是模擬了瀏覽器登錄,解析“已買到的寶貝”頁面以獲得指定的訂單及寶貝信息。
使用方法見代碼或執(zhí)行命令加參數(shù)-h,另外需要BeautifulSoup4支持,BeautifulSoup的官方項目列表頁:https://www.crummy.com/software/BeautifulSoup/bs4/download/
首先來說一下代碼使用方法:
python taobao.py -u USERNAME -p PASSWORD -s START-DATE -e END-DATE --verbose
所有參數(shù)均可選,如:
python taobao.py -u jinnlynn
統(tǒng)計用戶jinnlynn所有訂單的情況
python taobao.py -s 2014-12-12 -e 2014-12-12
統(tǒng)計用戶(用戶名在命令執(zhí)行時會要求輸入)在2014-12-12當天的訂單情況
python taobao.py --verbose
這樣就可以統(tǒng)計并輸出訂單明細。
好了,說了這么多我們就來看代碼吧:
from __future__ import unicode_literals, print_function, absolute_import, division import urllib import urllib2 import urlparse import cookielib import re import sys import os import json import subprocess import argparse import platform from getpass import getpass from datetime import datetime from pprint import pprint try: from bs4 import BeautifulSoup except ImportError: sys.exit('BeautifulSoup4 missing.') __version__ = '1.0.0' __author__ = 'JinnLynn' __copyright__ = 'Copyright (c) 2014 JinnLynn' __license__ = 'The MIT License' HEADERS = { 'x-requestted-with' : 'XMLHttpRequest', 'Accept-Language' : 'zh-cn', 'Accept-Encoding' : 'gzip, deflate', 'ContentType' : 'application/x-www-form-urlencoded; chartset=UTF-8', 'Cache-Control' : 'no-cache', 'User-Agent' :'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/40.0.2214.38 Safari/537.36', 'Connection' : 'Keep-Alive' } DEFAULT_POST_DATA = { 'TPL_username' : '', #用戶名 'TPL_password' : '', #密碼 'TPL_checkcode' : '', 'need_check_code' : 'false', 'callback' : '0', # 有值返回JSON } # 無效訂單狀態(tài) INVALID_ORDER_STATES = [ 'CREATE_CLOSED_OF_TAOBAO', # 取消 'TRADE_CLOSED', # 訂單關閉 ] LOGIN_URL = 'https://login.taobao.com/member/login.jhtml' RAW_IMPUT_ENCODING = 'gbk' if platform.system() == 'Windows' else 'utf-8' def _request(url, data, method='POST'): if data: data = urllib.urlencode(data) if method == 'GET': if data: url = '{}?{}'.format(url, data) data = None # print(url) # print(data) req = urllib2.Request(url, data, HEADERS) return urllib2.urlopen(req) def stdout_cr(msg=''): sys.stdout.write('\r{:10}'.format(' ')) sys.stdout.write('\r{}'.format(msg)) sys.stdout.flush() def get(url, data=None): return _request(url, data, method='GET') def post(url, data=None): return _request(url, data, method='POST') def login_post(data): login_data = DEFAULT_POST_DATA login_data.update(data) res = post(LOGIN_URL, login_data) return json.load(res, encoding='gbk') def login(usr, pwd): data = { 'TPL_username' : usr.encode('utf-8' if platform.system() == 'Windows' else 'GB18030'), 'TPL_password' : pwd } # 1. 嘗試登錄 ret = login_post(data) while not ret.get('state', False): code = ret.get('data', {}).get('code', 0) if code == 3425 or code == 1000: print('INFO: {}'.format(ret.get('message'))) check_code = checkcode(ret.get('data', {}).get('ccurl')) data.update({'TPL_checkcode' : check_code, 'need_check_code' : 'true'}) ret = login_post(data) else: sys.exit('ERROR. code: {}, message:{}'.format(code, ret.get('message', ''))) token = ret.get('data', {}).get('token') print('LOGIN SUCCESS. token: {}'.format(token)) # 2. 重定向 # 2.1 st值 res = get('https://passport.alipay.com/mini_apply_st.js', { 'site' : '0', 'token' : token, 'callback' : 'stCallback4'}) content = res.read() st = re.search(r'"st":"(\S*)"( |})', content).group(1) # 2.1 重定向 get('http://login.taobao.com/member/vst.htm', {'st' : st, 'TPL_uesrname' : usr.encode('GB18030')}) def checkcode(url): filename, _ = urllib.urlretrieve(url) if not filename.endswith('.jpg'): old_fn = filename filename = '{}.jpg'.format(filename) os.rename(old_fn, filename) if platform.system() == 'Darwin': # mac 下直接preview打開 subprocess.call(['open', filename]) elif platform.system() == 'Windows': # windows 執(zhí)行文件用默認程序打開 subprocess.call(filename, shell=True) else: # 其它系統(tǒng) 輸出文件名 print('打開該文件獲取驗證碼: {}'.format(filename)) return raw_input('輸入驗證碼: '.encode(RAW_IMPUT_ENCODING)) def parse_bought_list(start_date=None, end_date=None): url = 'http://buyer.trade.taobao.com/trade/itemlist/list_bought_items.htm' # 運費險 增值服務 分段支付(定金,尾款) extra_service = ['freight-info', 'service-info', 'stage-item'] stdout_cr('working... {:.0%}'.format(0)) # 1. 解析第一頁 res = urllib2.urlopen(url) soup = BeautifulSoup(res.read().decode('gbk')) # 2. 獲取頁數(shù)相關 page_jump = soup.find('span', id='J_JumpTo') jump_url = page_jump.attrs['data-url'] url_parts = urlparse.urlparse(jump_url) query_data = dict(urlparse.parse_qsl(url_parts.query)) total_pages = int(query_data['tPage']) # 解析 orders = [] cur_page = 1 out_date = False errors = [] while True: bought_items = soup.find_all('tbody', attrs={'data-orderid' : True}) # pprint(len(bought_items)) count = 0 for item in bought_items: count += 1 # pprint('{}.{}'.format(cur_page, count)) try: info = {} # 訂單在頁面上的位置 頁數(shù).排序號 info['pos'] = '{}.{}'.format(cur_page, count) info['orderid'] = item.attrs['data-orderid'] info['status'] = item.attrs['data-status'] # 店鋪 node = item.select('tr.order-hd a.shopname') if not node: # 店鋪不存在,可能是贈送彩票訂單,忽略 # print('ignore') continue info['shop_name'] = node[0].attrs['title'].strip() info['shop_url'] = node[0].attrs['href'] # 日期 node = item.select('tr.order-hd span.dealtime')[0] info['date'] = datetime.strptime(node.attrs['title'], '%Y-%m-%d %H:%M') if end_date and info['date'].toordinal() > end_date.toordinal(): continue if start_date and info['date'].toordinal() < start_date.toordinal(): out_date = True break # 寶貝 baobei = [] node = item.find_all('tr', class_='order-bd') # pprint(len(node)) for n in node: try: bb = {} if [True for ex in extra_service if ex in n.attrs['class']]: # 額外服務處理 # print('額外服務處理') name_node = n.find('td', class_='baobei') # 寶貝地址 bb['name'] = name_node.text.strip() bb['url'] = '' bb['spec'] = '' # 寶貝快照 bb['snapshot'] = '' # 寶貝價格 bb['price'] = 0.0 # 寶貝數(shù)量 bb['quantity'] = 1 bb['is_goods'] = False try: bb['url'] = name_node.find('a').attrs['href'] bb['price'] = float(n.find('td', class_='price').text) except: pass else: name_node = n.select('p.baobei-name a') # 寶貝地址 bb['name'] = name_node[0].text.strip() bb['url'] = name_node[0].attrs['href'] # 寶貝快照 bb['snapshot'] = '' if len(name_node) > 1: bb['snapshot'] = name_node[1].attrs['href'] # 寶貝規(guī)格 bb['spec'] = n.select('.spec')[0].text.strip() # 寶貝價格 bb['price'] = float(n.find('td', class_='price').attrs['title']) # 寶貝數(shù)量 bb['quantity'] = int(n.find('td', class_='quantity').attrs['title']) bb['is_goods'] = True baobei.append(bb) # 嘗試獲取實付款 # 實付款所在的節(jié)點可能跨越多個tr的td amount_node = n.select('td.amount em.real-price') if amount_node: info['amount'] = float(amount_node[0].text) except Exception as e: errors.append({ 'type' : 'baobei', 'id' : '{}.{}'.format(cur_page, count), 'node' : '{}'.format(n), 'error' : '{}'.format(e) }) except Exception as e: errors.append({ 'type' : 'order', 'id' : '{}.{}'.format(cur_page, count), 'node' : '{}'.format(item), 'error' : '{}'.format(e) }) info['baobei'] = baobei orders.append(info) stdout_cr('working... {:.0%}'.format(cur_page / total_pages)) # 下一頁 cur_page += 1 if cur_page > total_pages or out_date: break query_data.update({'pageNum' : cur_page}) page_url = '{}?{}'.format(url, urllib.urlencode(query_data)) res = urllib2.urlopen(page_url) soup = BeautifulSoup(res.read().decode('gbk')) stdout_cr() if errors: print('INFO. 有錯誤發(fā)生,統(tǒng)計結(jié)果可能不準確。') # pprint(errors) return orders def output(orders, start_date, end_date): amount = 0.0 org_amount = 0 baobei_count = 0 order_count = 0 invaild_order_count = 0 for order in orders: if order['status'] in INVALID_ORDER_STATES: invaild_order_count += 1 continue amount += order['amount'] order_count += 1 for baobei in order.get('baobei', []): if not baobei['is_goods']: continue org_amount += baobei['price'] * baobei['quantity'] baobei_count += baobei['quantity'] print('{:<9} {}'.format('累計消費:', amount)) print('{:<9} {}/{}'.format('訂單/寶貝:', order_count, baobei_count)) if invaild_order_count: print('{:<9} {} (退貨或取消等, 不在上述訂單之內(nèi))'.format('無效訂單:', invaild_order_count)) print('{:<7} {}'.format('寶貝原始總價:', org_amount)) print('{:<7} {:.2f}'.format('寶貝平均單價:', 0 if baobei_count == 0 else org_amount / baobei_count)) print('{:<9} {} ({:.2%})'.format('節(jié)約了(?):', org_amount - amount, 0 if org_amount == 0 else (org_amount - amount) / org_amount)) from_date = start_date if start_date else orders[-1]['date'] to_date = end_date if end_date else datetime.now() print('{:<9} {:%Y-%m-%d} - {:%Y-%m-%d}'.format('統(tǒng)計區(qū)間:', from_date, to_date)) if not start_date: print('{:<9} {:%Y-%m-%d %H:%M}'.format('敗家始于:', orders[-1]['date'])) def ouput_orders(orders): print('所有訂單:') if not orders: print(' --') return for order in orders: print(' {:-^20}'.format('-')) print(' * 訂單號: {orderid} 實付款: {amount} 店鋪: {shop_name} 時間: {date:%Y-%m-%d %H:%M}'.format(**order)) for bb in order['baobei']: if not bb['is_goods']: continue print(' - {name}'.format(**bb)) if bb['spec']: print(' {spec}'.format(**bb)) print(' {price} X {quantity}'.format(**bb)) def main(): parser = argparse.ArgumentParser( prog='python {}'.format(__file__) ) parser.add_argument('-u', '--username', help='淘寶用戶名') parser.add_argument('-p', '--password', help='淘寶密碼') parser.add_argument('-s', '--start', help='起始時間,可選, 格式如: 2014-11-11') parser.add_argument('-e', '--end', help='結(jié)束時間,可選, 格式如: 2014-11-11') parser.add_argument('--verbose', action='store_true', default=False, help='訂單詳細輸出') parser.add_argument('-v', '--version', action='version', version='v{}'.format(__version__), help='版本號') args = parser.parse_args() usr = args.username if not usr: usr = raw_input('輸入淘寶用戶名: '.encode(RAW_IMPUT_ENCODING)) usr = usr.decode('utf-8') # 中文輸入問題 pwd = args.password if not pwd: if platform.system() == 'Windows': # Windows下中文輸出有問題 pwd = getpass() else: pwd = getpass('輸入淘寶密碼: '.encode('utf-8')) pwd = pwd.decode('utf-8') verbose = args.verbose start_date = None if args.start: try: start_date = datetime.strptime(args.start, '%Y-%m-%d') except Exception as e: sys.exit('ERROR. {}'.format(e)) end_date = None if args.end: try: end_date = datetime.strptime(args.end, '%Y-%m-%d') except Exception as e: sys.exit('ERROR. {}'.format(e)) if start_date and end_date and start_date > end_date: sys.exit('ERROR, 結(jié)束日期必須晚于或等于開始日期') cj_file = './{}.tmp'.format(usr) cj = cookielib.LWPCookieJar() try: cj.load(cj_file) except: pass opener = urllib2.build_opener(urllib2.HTTPCookieProcessor(cj), urllib2.HTTPHandler) urllib2.install_opener(opener) login(usr, pwd) try: cj.save(cj_file) except: pass orders = parse_bought_list(start_date, end_date) output(orders, start_date, end_date) # 輸出訂單明細 if verbose: ouput_orders(orders) if __name__ == '__main__': main()
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