足球赛事分析

个人项目根据需求对这个 https://www.dszuqiu.com/ 足球赛事网站的比赛数据进行采集计算格式化处理,同时要满足支持手动设置翻页、指定分钟球队赛事信息、采集速度等 !
采集比赛结束球队赛事详情页面中 [四合一数据和现场数据] 计算逻辑比较复杂,需结合页面对四合一数据中让球，大小球、角球的全场半场值进行计算处理,现场数据中射正球门、射偏球门、危险进攻及进球角球信息进行计算格式化处理,具体的需求不罗列了较多
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核心代码

# -*- coding: utf-8 -*-
import os
import re
import csv
import time
import requests
from lxml import etree
from log_decorator import _logger
from chaojiying import Chaojiying_Clientlogger = _logger()
class Football(object):def __init__(self):self.session = self.session()self.headers = self.headers()def session(self):session = requests.session()session.keep_alive = Falsesession.adapters.DEFAULT_RETRIES = 10return session"""Cookie已经注释掉,采用login()登陆函数模拟登陆成功,再通过session维持会话状态,如需要采用手动添加cookie的方式,可将整个login()函数注释掉,打开请求头中Cookie,将其换成浏览器中最新cookie信息即可"""def headers(self):headers = {"User-Agent": 'Mozilla/5.0 (Windows NT 10.0; rv:68.0) Gecko/20100101 Firefox/78.0','Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8','Accept-Encoding': 'gzip, deflate','Accept-Language': 'en-US,en;q=0.5','Connection': 'keep-alive','Upgrade-Insecure-Requests': '1','Cookie':'uid=R-570329-33aa83de060094016f3d09; ds_session=n0411e3fo3i0n6sas7so42ks10; Hm_lvt_a68414d98536efc52eeb879f984d8923=1611208544,1611216752,1611371703,1611375529; Hm_lpvt_a68414d98536efc52eeb879f984d8923=1611537976'}return headers#自动登录def login(self):login_url = 'https://www.dszuqiu.com/w_login'captcha_url = 'https://www.dszuqiu.com/captcha'resp = self.session.get(captcha_url, headers=self.headers, timeout=30, verify=False)logger.info(resp.status_code)path = os.path.dirname(os.path.abspath(__file__))open(f"{path}/football.png", 'wb').write(resp.content)im = open(f'{path}/football.png', 'rb').read()chaojiying = Chaojiying_Client()code = chaojiying.PostPic(im, 1006)result = code["pic_str"].lower()logger.info('验证码识别结果为:')logger.info(result)#表单data = {"zhanghu": 'foreign.trade1@cibsc.biz',"password": '11223344o',"captcha_input": result,"rememberMe": '1',"is_ajax": '1'}response = self.session.post(login_url, headers=self.headers, data=data)logger.info(response.status_code)cookie = requests.utils.dict_from_cookiejar(self.session.cookies)return cookie#数据获取及存储def race(self):index_url = ['https://www.dszuqiu.com/league/{}/p.{}?type=ended_race'.format(id, page) for page in range(start_page, end_page + 1)]for url in index_url:response = self.session.get(url,headers=self.headers,timeout=30,verify=False)logger.info(response.status_code)html = etree.HTML(response.text)href_list = html.xpath('//section[@id="ended"]//a[text()="析"]/@href')try:match_name = html.xpath('//*[@class="dsBreadcrumbs2"]/text()')[-1].strip()for href in href_list:#四合一数据urlrace_sp = f'https://www.dszuqiu.com/race_sp/' + href.split('/')[-1]#现场数据urlrace_xc = f'https://www.dszuqiu.com/race_xc/' + href.split('/')[-1]#四合一数据请求race_sp_response = self.session.get(race_sp, headers=self.headers, timeout=30, verify=False)time.sleep(TM)logger.info(race_sp_response.status_code)# logger.info(race_sp_response.text)html = etree.HTML(race_sp_response.text)try:ball_name = html.xpath('//h3[@class="dsBreadcrumbs"]/text()')[-1].strip()except Exception as e:logger.info('cookie失效请重新替换cookie!启动')logger.warning(e)# 让球全场rang_whole = html.xpath('//tbody[@id="sp_rangfen"]/tr')ball_rang_quan = ''for i in rang_whole[::-1]:td_rangfen = i.xpath('./td/text()')if "{}'".format(rang_whole_minute) in td_rangfen[0].strip():ball_rang_quan += td_rangfen[3]breakelse:ball_rang_quan += " "# 让球半场rang_half = html.xpath('//tbody[@id="sp_half_rangfen"]/tr')ball_ban_rang = ''for i in rang_half[::-1]:td_half_rangfen = i.xpath('./td/text()')if "{}'".format(rang_half_minute) in td_half_rangfen[0].strip():ball_ban_rang += td_half_rangfen[3]breakelse:ball_ban_rang += " "# 大小球全场size_whole = html.xpath('//tbody[@id="sp_daxiao"]/tr')ball_quan_daxiao = ''for i in size_whole[::-1]:  # enumerate 枚举td_quan_daxiao = i.xpath('./td/text()')if "{}'".format(size_whole_minute) in td_quan_daxiao[0].strip():ball_quan_daxiao += td_quan_daxiao[2]breakelse:ball_quan_daxiao += " "# 大小球半场size_half = html.xpath('//tbody[@id="sp_half_daxiao"]/tr')ball_ban_daxiao = ''for i in size_half[::-1]:td_size_half_minute = i.xpath('./td/text()')if "{}'".format(size_half_minute) in td_size_half_minute[0].strip():ball_ban_daxiao += td_size_half_minute[2]breakelse:ball_ban_daxiao += " "# 角球全场jiao_whole = html.xpath('//tbody[@id="sp_corner"]/tr')ball_quan_jiao = ''for i in jiao_whole[::-1]:td_quan_jiao = i.xpath('./td/text()')if "{}'".format(jiao_whole_minute) in td_quan_jiao[0].strip():ball_quan_jiao += td_quan_jiao[2]breakelse:ball_quan_jiao += " "# 角球半场jiao_half = html.xpath('//tbody[@id="sp_half_corner"]/tr')ball_ban_jiao = ''for i in jiao_half[::-1]:td_jiao_half_minute = i.xpath('./td/text()')if "{}'".format(jiao_half_minute) in td_jiao_half_minute[0].strip():ball_ban_jiao += td_jiao_half_minute[2]breakelse:ball_ban_jiao += " "#现场数据请求race_xc_response = self.session.get(race_xc, headers=self.headers, timeout=30, verify=False)logger.info(race_xc_response.status_code)race_xc_html = race_xc_response.text.split('chart_options.series = ')# 射正球门1zheng = re.findall(f'"x":{zheng_minute},(.*?)"name"', race_xc_html[1])if zheng == []:zheng_minute_bak = zheng_minutewhile True:zheng_minute_bak = zheng_minute_bak - 1zheng = re.findall(f'"x":{zheng_minute_bak},(.*?)"name"', race_xc_html[1])if zheng != []:break# print('zheng_minute_bak',zheng_minute_bak)if len(zheng) == 1:zheng_front = re.findall('y":(.*?),"marker', zheng[0])[0]zheng_back = re.findall('info":"(.*?)"', zheng[0])[0]elif len(zheng) > 1:zheng_front = re.findall('y":(.*?),"marker', zheng[0])[0]zheng_back = re.findall('info":"(.*?)"', zheng[0])[0]zheng_front_bak = re.findall('y":(.*?),"marker', zheng[-1])[0]zheng_back_bak = re.findall('info":"(.*?)"', zheng[-1])[0]else:if len(zheng) == 1:zheng_front = re.findall('y":(.*?),"marker', zheng[0])[0]zheng_back = re.findall('info":"(.*?)"', zheng[0])[0]elif len(zheng) > 1:zheng_front = re.findall('y":(.*?),"marker', zheng[0])[0]zheng_back = re.findall('info":"(.*?)"', zheng[0])[0]zheng_front_bak = re.findall('y":(.*?),"marker', zheng[-1])[0]zheng_back_bak = re.findall('info":"(.*?)"', zheng[-1])[0]szqm = f'{zheng_front}比{zheng_back}'try:szqm_bak = f'{zheng_front_bak}比{zheng_back_bak}'if int(zheng_front) + int(zheng_back) > int(zheng_front_bak) + int(zheng_back_bak):szqm = szqmelif int(zheng_front) + int(zheng_back) < int(zheng_front_bak) + int(zheng_back_bak):szqm = szqm_bakexcept:pass# 射正球门2zheng2 = re.findall(f'"x":{zheng_minute2},(.*?)"name"', race_xc_html[1])if zheng2 == []:zheng_minute2_bak = zheng_minute2while True:zheng_minute2_bak = zheng_minute2_bak - 1zheng2 = re.findall(f'"x":{zheng_minute2_bak},(.*?)"name"', race_xc_html[1])if zheng2 != []:break# print('zheng_minute2_bak',zheng_minute2_bak)if len(zheng2) == 1:zheng_front2 = re.findall('y":(.*?),"marker', zheng2[0])[0]zheng_back2 = re.findall('info":"(.*?)"', zheng2[0])[0]elif len(zheng2) > 1:zheng_front2 = re.findall('y":(.*?),"marker', zheng2[0])[0]zheng_back2 = re.findall('info":"(.*?)"', zheng2[0])[0]zheng_front2_bak = re.findall('y":(.*?),"marker', zheng2[-1])[0]zheng_back2_bak = re.findall('info":"(.*?)"', zheng2[-1])[0]else:if len(zheng2) == 1:zheng_front2 = re.findall('y":(.*?),"marker', zheng2[0])[0]zheng_back2 = re.findall('info":"(.*?)"', zheng2[0])[0]elif len(zheng2) > 1:zheng_front2 = re.findall('y":(.*?),"marker', zheng2[0])[0]zheng_back2 = re.findall('info":"(.*?)"', zheng2[0])[0]zheng_front2_bak = re.findall('y":(.*?),"marker', zheng2[-1])[0]zheng_back2_bak = re.findall('info":"(.*?)"', zheng2[-1])[0]szqm2 = f'{zheng_front2}比{zheng_back2}'try:szqm2_bak = f'{zheng_front2_bak}比{zheng_back2_bak}'if int(zheng_front2) + int(zheng_back2) > int(zheng_front2_bak) + int(zheng_back2_bak):szqm2 = szqm2elif int(zheng_front2) + int(zheng_back2) < int(zheng_front2_bak) + int(zheng_back2_bak):szqm2 = szqm2_bakexcept:pass#射偏球门1pian = re.findall(f'"x":{pian_minute},(.*?)"name"', race_xc_html[2])if pian == []:pian_minute_bak = pian_minutewhile True:pian_minute_bak = pian_minute_bak - 1pian = re.findall(f'"x":{pian_minute_bak},(.*?)"name"', race_xc_html[2])if pian != []:break# print('pian_minute_bak',pian_minute_bak)if len(pian) == 1:pian_front = re.findall('y":(.*?),"marker', pian[0])[0]pian_back = re.findall('info":"(.*?)"', pian[0])[0]elif len(pian) > 1:pian_front = re.findall('y":(.*?),"marker', pian[0])[0]pian_back = re.findall('info":"(.*?)"', pian[0])[0]pian_front_bak = re.findall('y":(.*?),"marker', pian[-1])[0]pian_back_bak = re.findall('info":"(.*?)"', pian[-1])[0]else:if len(pian) == 1:pian_front = re.findall('y":(.*?),"marker', pian[0])[0]pian_back = re.findall('info":"(.*?)"', pian[0])[0]elif len(pian) > 1:pian_front = re.findall('y":(.*?),"marker', pian[0])[0]pian_back = re.findall('info":"(.*?)"', pian[0])[0]pian_front_bak = re.findall('y":(.*?),"marker', pian[-1])[0]pian_back_bak = re.findall('info":"(.*?)"', pian[-1])[0]spqm = f'{pian_front}比{pian_back}'try:spqm_bak = f'{pian_front_bak}比{pian_back_bak}'if int(pian_front) + int(pian_back) > int(pian_front_bak) + int(pian_back_bak):spqm = spqmelif int(pian_front) + int(pian_back) < int(pian_front_bak) + int(pian_back_bak):spqm = spqm_bakexcept:pass# 射偏球门2pian2 = re.findall(f'"x":{pian_minute2},(.*?)"name"', race_xc_html[2])if pian2 == []:pian_minute2_bak = pian_minute2while True:pian_minute2_bak = pian_minute2_bak - 1pian2 = re.findall(f'"x":{pian_minute2_bak},(.*?)"name"', race_xc_html[2])if pian2 != []:break# print('pian_minute2_bak',pian_minute2_bak)if len(pian2) == 1:pian_front2 = re.findall('y":(.*?),"marker', pian2[0])[0]pian_back2 = re.findall('info":"(.*?)"', pian2[0])[0]elif len(pian2) > 1:pian_front2 = re.findall('y":(.*?),"marker', pian2[0])[0]pian_back2 = re.findall('info":"(.*?)"', pian2[0])[0]pian_front2_bak = re.findall('y":(.*?),"marker', pian2[-1])[0]pian_back2_bak = re.findall('info":"(.*?)"', pian2[-1])[0]else:if len(pian2) == 1:pian_front2 = re.findall('y":(.*?),"marker', pian2[0])[0]pian_back2 = re.findall('info":"(.*?)"', pian2[0])[0]elif len(pian2) > 1:pian_front2 = re.findall('y":(.*?),"marker', pian2[0])[0]pian_back2 = re.findall('info":"(.*?)"', pian2[0])[0]pian_front2_bak = re.findall('y":(.*?),"marker', pian2[-1])[0]pian_back2_bak = re.findall('info":"(.*?)"', pian2[-1])[0]spqm2 = f'{pian_front2}比{pian_back2}'try:spqm2_bak = f'{pian_front2_bak}比{pian_back2_bak}'if int(pian_front2) + int(pian_back2) > int(pian_front2_bak) + int(pian_back2_bak):spqm2 = spqm2elif int(pian_front2) + int(pian_back2) < int(pian_front2_bak) + int(pian_back2_bak):spqm2 = spqm2_bakexcept:pass#危险进攻1weixian = re.findall(f'"x":{weixian_minute},(.*?)"name"', race_xc_html[3])if weixian == []:weixian_minute_bak = weixian_minutewhile True:weixian_minute_bak = weixian_minute_bak - 1weixian = re.findall(f'"x":{weixian_minute_bak},(.*?)"name"', race_xc_html[3])if weixian != []:break# print('weixian_minute_bak',weixian_minute_bak)if len(weixian) == 1:weixian_front = re.findall('y":(.*?),"marker', weixian[0])[0]weixian_back = re.findall('info":"(.*?)"', weixian[0])[0]elif len(weixian) > 1:weixian_front = re.findall('y":(.*?),"marker', weixian[0])[0]weixian_back = re.findall('info":"(.*?)"', weixian[0])[0]weixian_front_bak = re.findall('y":(.*?),"marker', weixian[-1])[0]weixian_back_bak = re.findall('info":"(.*?)"', weixian[-1])[0]else:if len(weixian) == 1:weixian_front = re.findall('y":(.*?),"marker', weixian[0])[0]weixian_back = re.findall('info":"(.*?)"', weixian[0])[0]elif len(weixian) > 1:weixian_front = re.findall('y":(.*?),"marker', weixian[0])[0]weixian_back = re.findall('info":"(.*?)"', weixian[0])[0]weixian_front_bak = re.findall('y":(.*?),"marker', weixian[-1])[0]weixian_back_bak = re.findall('info":"(.*?)"', weixian[-1])[0]wxjg = f'{weixian_front}比{weixian_back}'try:wxjg_bak = f'{weixian_front_bak}比{weixian_back_bak}'if int(weixian_front) + int(weixian_back) > int(weixian_front_bak) + int(weixian_back_bak):wxjg = wxjgelif int(weixian_front) + int(weixian_back) < int(weixian_front_bak) + int(weixian_back_bak):wxjg = wxjg_bakexcept:pass# 危险进攻2weixian2 = re.findall(f'"x":{weixian_minute2},(.*?)"name"', race_xc_html[3])if weixian2 == []:weixian_minute2_bak = weixian_minute2while True:weixian_minute2_bak = weixian_minute2_bak - 1weixian2 = re.findall(f'"x":{weixian_minute2_bak},(.*?)"name"', race_xc_html[3])if weixian2 != []:break# print('weixian_minute2_bak',weixian_minute2_bak)if len(weixian2) == 1:weixian_front2 = re.findall('y":(.*?),"marker', weixian2[0])[0]weixian_back2 = re.findall('info":"(.*?)"', weixian2[0])[0]elif len(weixian2) > 1:weixian_front2 = re.findall('y":(.*?),"marker', weixian2[0])[0]weixian_back2 = re.findall('info":"(.*?)"', weixian2[0])[0]weixian_front2_bak = re.findall('y":(.*?),"marker', weixian2[-1])[0]weixian_back2_bak = re.findall('info":"(.*?)"', weixian2[-1])[0]else:if len(weixian2) == 1:weixian_front2 = re.findall('y":(.*?),"marker', weixian2[0])[0]weixian_back2 = re.findall('info":"(.*?)"', weixian2[0])[0]elif len(weixian2) > 1:weixian_front2 = re.findall('y":(.*?),"marker', weixian2[0])[0]weixian_back2 = re.findall('info":"(.*?)"', weixian2[0])[0]weixian_front2_bak = re.findall('y":(.*?),"marker', weixian2[-1])[0]weixian_back2_bak = re.findall('info":"(.*?)"', weixian2[-1])[0]wxjg2 = f'{weixian_front2}比{weixian_back2}'try:wxjg2_bak = f'{weixian_front2_bak}比{weixian_back2_bak}'if int(weixian_front2) + int(weixian_back2) > int(weixian_front2_bak) + int(weixian_back2_bak):wxjg2 = wxjg2elif int(weixian_front2) + int(weixian_back2) < int(weixian_front2_bak) + int(weixian_back2_bak):wxjg2 = wxjg2_bakexcept:pass#角球进球信息ball_html = etree.HTML(race_xc_response.text)ball_info = ball_html.xpath('//span[@class="timeLineGoal" or @class="timeLineCorner"]/@title')jiao_ball = ''jin_ball = ''for ball in ball_info:if '35' in ball or '36' in ball or '37' in ball or '38' in ball or '39' in ball or '40' in ball or '41' in ball or '42' in ball or '43' in ball or '44' in ball or '45' in ball :if '角球' in ball and '上半场角球' not in jiao_ball:jiao_ball +=  '上半场角球: '  + '\n' + ball + '\n'elif '角球' in ball:jiao_ball +=  ball + '\n'if '进球' in ball and '上半场进球' not in jin_ball:jin_ball += '上半场进球: ' + '\n' + ball + '\n'elif '进球' in ball:jin_ball += ball + '\n'if  '85' in ball or '86' in ball or '87' in ball or '88' in ball or '89' in ball or '90' in ball:if '角球' in ball and '下半场角球' not in jiao_ball:jiao_ball += '下半场角球: ' + '\n' + ball + '\n'elif '角球' in ball:jiao_ball += ball + '\n'if '进球' in ball and '下半场进球' not in jin_ball:jin_ball += '下半场进球: ' + '\n' + ball  + '\n'elif '进球' in ball:jin_ball += ball + '\n'#比赛日期match_time = ball_html.xpath('//span[@class="analysisRaceTime"]/text()')[0].strip()#盘口走势just_move = ball_html.xpath('//a[@href="javascript:void(0)"]/text()')[0].strip().replace('/','//')info = [ball_name, race_xc, match_time, just_move, rang_half_minute, ball_ban_rang,size_half_minute, ball_ban_daxiao, jiao_half_minute, ball_ban_jiao, rang_whole_minute,ball_rang_quan, size_whole_minute, ball_quan_daxiao, jiao_whole_minute, ball_quan_jiao,zheng_minute, szqm, pian_minute, spqm, weixian_minute, wxjg, zheng_minute2, szqm2, pian_minute2, spqm2,weixian_minute2, wxjg2, jiao_ball, jin_ball]logger.info(info)if not os.path.exists(f'{match_name}.csv'):head = ['球队', '链接', '比赛日期', '盘口走势', '分钟', '半场让球', '分钟', '半场大小球', '分钟', '半场角球', '分钟', '全场让球','分钟', '全场大小球', '分钟', '全场角球', '分钟', '射正球门', '分钟', '射偏球门', '分钟', '危险进攻','分钟', '射正球门','分钟', '射偏球门', '分钟', '危险进攻',  '角球信息', '进球信息']csvFile = open(f'{match_name}.csv', 'a', newline='', encoding='utf-8-sig')writer = csv.writer(csvFile)writer.writerow(head)csvFile.close()else:csvFile = open(f'{match_name}.csv', 'a+', newline='', encoding='utf-8-sig')writer = csv.writer(csvFile)writer.writerow(info)csvFile.close()except:passreturn Noneif __name__ == '__main__':execute = Football()id = input('请输入联赛id:')start_page, end_page = map(int, input('设置开始和结束页,空格隔开:').split())rang_whole_minute, size_whole_minute, jiao_whole_minute = map(int, input('设置全场分钟,空格隔开(让球|大小球|角球):').split())rang_half_minute, size_half_minute, jiao_half_minute = map(int, input('设置半场分钟,空格隔开(让球|大小球|角球):').split())zheng_minute, zheng_minute2, pian_minute, pian_minute2, weixian_minute, weixian_minute2 = map(int, input('设置射正(两个值)、射偏(2个值)、危险进攻(2个值),空格隔开(射正|射正|射偏|射偏|危险进攻|危险进攻):').split())TM = int(input('请设置爬取速度/s:'))# execute.login()execute.race()

超级鹰模块 chaojiying.py

#!/usr/bin/env python
# coding:utf-8import requests
from hashlib import md5class Chaojiying_Client(object):# def __init__(self, username, password, soft_id):def __init__(self):self.username = 'mengniu专用'password =  'mengniu.专用'.encode('utf8')self.password = md5(password).hexdigest()self.soft_id = '912111'self.base_params = {'user': self.username,'pass2': self.password,'softid': self.soft_id,}self.headers = {'Connection': 'Keep-Alive','User-Agent': 'Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 5.1; Trident/4.0)',}def PostPic(self, im, codetype):"""im: 图片字节codetype: 题目类型 参考 http://www.chaojiying.com/price.html"""params = {'codetype': codetype,}params.update(self.base_params)files = {'userfile': ('ccc.jpg', im)}r = requests.post('http://upload.chaojiying.net/Upload/Processing.php', data=params, files=files, headers=self.headers)return r.json()def ReportError(self, im_id):"""im_id:报错题目的图片ID"""params = {'id': im_id,}params.update(self.base_params)r = requests.post('http://upload.chaojiying.net/Upload/ReportError.php', data=params, headers=self.headers)return r.json()

#日志模块 log_decorator.py

import os
import logging
from datetime import datetimedef _logger():logger = logging.getLogger(__name__)logger.setLevel(logging.INFO)sh = logging.StreamHandler()today = datetime.now()path = os.path.dirname(os.path.abspath(__file__))fh = logging.FileHandler(path + "{}log{}{}-{}-{}.log".format(os.sep, os.sep, today.year, today.month, today.day), encoding='utf-8')fmt = "[%(asctime)s][%(filename)s:%(lineno)d][%(levelname)s] - %(message)s"formatter = logging.Formatter(fmt)sh.setFormatter(formatter)fh.setFormatter(formatter)logger.addHandler(sh)logger.addHandler(fh)return logger

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