#!/usr/bin/env python # -*- encoding: utf-8 -*- ''' @Author : liuyuqi @Contact : liuyuqi.gov@msn.cn @Time : 2019/09/07 19:00:20 @Version : 1.0 @License : (C)Copyright 2019 @Desc : 《都挺好》1-30集 弹幕下载 ''' import requests import json import pandas as pd import os import time import random #页面基本信息解析,获取构成弹幕网址所需的后缀ID、播放量、集数等信息。 def parse_base_info(url, headers): df = pd.DataFrame() html = requests.get(url, headers=headers) bs = json.loads(html.text[html.text.find('{'):-1]) for i in bs['results']: v_id = i['id'] title = i['fields']['title'] view_count = i['fields']['view_all_count'] episode = int(i['fields']['episode']) if episode == 0: pass else: cache = pd.DataFrame({'id': [v_id], 'title': [title], '播放量': [ view_count], '第几集': [episode]}) df = pd.concat([df, cache]) return df #传入后缀ID,获取该集的target_id并返回 def get_episode_danmu(v_id, headers): base_url = 'https://access.video.qq.com/danmu_manage/regist?vappid=97767206&vsecret=c0bdcbae120669fff425d0ef853674614aa659c605a613a4&raw=1' pay = {"wRegistType": 2, "vecIdList": [v_id], "wSpeSource": 0, "bIsGetUserCfg": 1, "mapExtData": {v_id: {"strCid": "wu1e7mrffzvibjy", "strLid": ""}}} html = requests.post(base_url, data=json.dumps(pay), headers=headers) bs = json.loads(html.text) danmu_key = bs['data']['stMap'][v_id]['strDanMuKey'] target_id = danmu_key[danmu_key.find( 'targetid') + 9: danmu_key.find('vid') - 1] return [v_id, target_id] #解析单个弹幕页面,需传入target_id,v_id(后缀ID)和集数(方便匹配),返回具体的弹幕信息 def parse_danmu(url, target_id, v_id, headers, period): html = requests.get(url, headers=headers) bs = json.loads(html.text, strict=False) df = pd.DataFrame() for i in bs['comments']: content = i['content'] name = i['opername'] upcount = i['upcount'] user_degree = i['uservip_degree'] timepoint = i['timepoint'] comment_id = i['commentid'] cache = pd.DataFrame({'用户名': [name], '内容': [content], '会员等级': [user_degree], '弹幕时间点': [timepoint], '弹幕点赞': [upcount], '弹幕id': [comment_id], '集数': [period]}) df = pd.concat([df, cache]) return df #构造单集弹幕的循环网页,传入target_id和后缀ID(v_id),通过设置爬取页数来改变timestamp的值完成翻页操作 def format_url(target_id, v_id, end=85): urls = [] base_url = 'https://mfm.video.qq.com/danmu?otype=json×tamp={}&target_id={}%26vid%3D{}&count=80&second_count=5' for num in range(15, end * 30 + 15, 30): url = base_url.format(num, target_id, v_id) urls.append(url) return urls def get_all_ids(part1_url, part2_url, headers): #分别获取1-30,31-46的所有后缀ID(v_id) part_1 = parse_base_info(part1_url, headers) part_2 = parse_base_info(part2_url, headers) df = pd.concat([part_1, part_2]) df.sort_values('第几集', ascending=True, inplace=True) count = 1 #创建一个列表存储target_id info_lst = [] for i in df['id']: info = get_episode_danmu(i, headers) info_lst.append(info) print('正在努力爬取第 %d 集的target_id' % count) count += 1 time.sleep(2 + random.random()) print('是不是发现多了一集?别担心,会去重的') #根据后缀ID,将target_id和后缀ID所在的表合并 info_lst = pd.DataFrame(info_lst) info_lst.columns = ['v_id', 'target_id'] combine = pd.merge(df, info_lst, left_on='id', right_on='v_id', how='inner') #去重复值 combine = combine.loc[combine.duplicated('id') == False, :] return combine #输入包含v_id,target_id的表,并传入想要爬取多少集 def crawl_all(combine, num, page, headers): c = 1 final_result = pd.DataFrame() #print('Bro,马上要开始循环爬取每一集的弹幕了') for v_id, target_id in zip(combine['v_id'][:num], combine['target_id'][:num]): count = 1 urls = format_url(target_id, v_id, page) for url in urls: result = parse_danmu(url, target_id, v_id, headers, c) final_result = pd.concat([final_result, result]) time.sleep(2 + random.random()) print('这是 %d 集的第 %d 页爬取..' % (c, count)) count += 1 print('-------------------------------------') c += 1 return final_result if __name__ == '__main__': #《都挺好》1-30集的网址,31-46集的网址 #如果要爬取其他电视剧,只需要根据文章的提示,找到存储后缀ID的原网址即可 part1_url = 'https://union.video.qq.com/fcgi-bin/data?otype=json&tid=682&appid=20001238&appkey=6c03bbe9658448a4&idlist=x003061htl5,t00306i1e62,x003061htl5,b0030velala,w0030ilim7z,i0030r7v63u,z003044noq2,m0030sfinyr,c0030u884k7,k0030m5zbr7,l0030e5nglm,h0030b060vn,j003090ci7w,n0030falyoi,s00308u9kwx,p0030fohijf,g00303ob0cx,v0030960y6n,x0030bl84xw,v0030keuav1,t0030kups1i,n0030y2o52i,x0030s52mev,d0030xuekgw,o0030md1a2a,x0030peo3sk,d00303l5j4k,t0030aexmnt,a0030ybi45z,y0030wpe2wu&callback=jQuery191020844423583354543_1554200358596&_=1554200358597' part2_url = 'https://union.video.qq.com/fcgi-bin/data?otype=json&tid=682&appid=20001238&appkey=6c03bbe9658448a4&idlist=t0030epjqsi,g003035mi84,n00301fxqbh,h0030zivlrq,d0030qc1yu2,m0030q9ywxj,h0030j0eq19,j0030jks835,a00308xw434,l0030tb319m,x0030xogl32,g0030fju3w3,a0030vrcww0,l0030jzi1mi,c0030mq8yjr,u00302fdo8v,a0030w9g57k,n0030wnj6i8,j0030h91ouj,j00304eu73n,t00305kc1f5,i0030x490o2,u0030jtmlj2,d003031ey5h,w0850w594k6,l0854pfn9lg,f08546r7l7a,d0854s0oq1z,m08546pcd9k,p0854r1nygj&callback=jQuery191020844423583354543_1554200358598&_=1554200358599' headers = { 'User-Agent': 'Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/63.0.3239.132 Safari/537.36'} #得到所有的后缀ID,基于后缀ID爬取target_id combine = get_all_ids(part1_url, part2_url, headers) #设置要爬取多少集(num参数),每一集爬取多少页弹幕(1-85页,page参数),这里默认是爬取第一集的5页弹幕 #比如想要爬取30集,每一集85页,num = 30,page = 85 final_result = crawl_all(combine, num=1, page=5, headers=headers) final_result.to_excel('xxx.xlsx')