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如何使用python爬取B站排行榜Top100的視訊資料

2021-09-27 13:03:01

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1、第三方庫匯入

from bs4 import BeautifulSoup # 解析網頁
import re   # 正規表示式,進行文字匹配
import urllib.request,urllib.error  # 通過瀏覽器請求資料
import sqlite3  # 輕型資料庫
import time  # 獲取當前時間

2、程式執行主函數

爬取過程主要包括宣告爬取網頁 -> 爬取網頁資料並解析 -> 儲存資料

def main():
	#宣告爬取網站
    baseurl = "https://www.bilibili.com/v/popular/rank/all"
    #爬取網頁
    datalist = getData(baseurl)
    # print(datalist)
    #儲存資料
    dbname = time.strftime("%Y-%m-%d", time.localtime())
    dbpath = "BiliBiliTop100  " + dbname
    saveData(datalist,dbpath)

(1)在爬取的過程中採用的技術為:偽裝成瀏覽器對資料進行請求;
(2)解析爬取到的網頁原始碼時:採用Beautifulsoup解析出需要的資料,使用re正規表示式對資料進行匹配;
(3)儲存資料時,考慮到B站排行榜是每日進行重新整理,故可以用當前日期進行儲存資料庫命名。

3、程式執行結果

資料庫中包含的資料有:排名、視訊連結、標題、播放量、評論量、作者、綜合分數這7個資料。

4、程式原始碼

from bs4 import BeautifulSoup #解析網頁
import re # 正規表示式,進行文字匹配
import urllib.request,urllib.error
import sqlite3
import time


def main():
    #宣告爬取網站
    baseurl = "https://www.bilibili.com/v/popular/rank/all"
    #爬取網頁
    datalist = getData(baseurl)
    # print(datalist)
    #儲存資料
    dbname = time.strftime("%Y-%m-%d", time.localtime())
    dbpath = "BiliBiliTop100  " + dbname
    saveData(datalist,dbpath)

#re正規表示式
findLink =re.compile(r'<a class="title" href="(.*?)" rel="external nofollow" ') #視訊連結
findOrder = re.compile(r'<div class="num">(.*?)</div>') #榜單次序
findTitle = re.compile(r'<a class="title" href=".*?" rel="external nofollow"  rel="external nofollow"  target="_blank">(.*?)</a>') #視訊標題
findPlay = re.compile(r'<span class="data-box"><i class="b-icon play"></i>([sS]*)(.*?)</span> <span class="data-box">') #視訊播放量
findView = re.compile(r'<span class="data-box"><i class="b-icon view"></i>([sS]*)(.*?)</span> <a href=".*?" rel="external nofollow"  rel="external nofollow"  target="_blank"><span class="data-box up-name">') # 視訊評價數
findName = re.compile(r'<i class="b-icon author"></i>(.*?)</span></a>',re.S) #視訊作者
findScore = re.compile(r'<div class="pts"><div>(.*?)</div>綜合得分',re.S) #視訊得分
def getData(baseurl):
    datalist = []
    html = askURL(baseurl)
    #print(html)

    soup = BeautifulSoup(html,'html.parser')  #直譯器
    for item in soup.find_all('li',class_="rank-item"):
        # print(item)
        data = []
        item = str(item)

        Order = re.findall(findOrder,item)[0]
        data.append(Order)
        # print(Order)

        Link = re.findall(findLink,item)[0]
        Link = 'https:' + Link
        data.append(Link)
        # print(Link)

        Title = re.findall(findTitle,item)[0]
        data.append(Title)
        # print(Title)

        Play = re.findall(findPlay,item)[0][0]
        Play = Play.replace(" ","")
        Play = Play.replace("n","")
        Play = Play.replace(".","")
        Play = Play.replace("萬","0000")
        data.append(Play)
        # print(Play)

        View = re.findall(findView,item)[0][0]
        View = View.replace(" ","")
        View = View.replace("n","")
        View = View.replace(".","")
        View = View.replace("萬","0000")
        data.append(View)
        # print(View)

        Name = re.findall(findName,item)[0]
        Name = Name.replace(" ","")
        Name = Name.replace("n","")
        data.append(Name)
        # print(Name)

        Score = re.findall(findScore,item)[0]
        data.append(Score)
        # print(Score)
        datalist.append(data)
    return datalist

def askURL(url):
    #設定請求頭
    head = {
        "User-Agent": "Mozilla/5.0 (Windows NT 10.0;Win64;x64) AppleWebKit/537.36(KHTML, likeGecko) Chrome/80.0.3987.163Safari/537.36"
    }
    request = urllib.request.Request(url, headers = head)
    html = ""
    try:
        response = urllib.request.urlopen(request)
        html = response.read().decode("utf-8")
        #print(html)
    except urllib.error.URLError as e:
        if hasattr(e,"code"):
            print(e.code)
        if hasattr(e,"reason"):
            print(e.reason)
    return html

def saveData(datalist,dbpath):
    init_db(dbpath)
    conn = sqlite3.connect(dbpath)
    cur = conn.cursor()

    for data in datalist:
        sql = '''
        insert into Top100(
        id,info_link,title,play,view,name,score)
        values("%s","%s","%s","%s","%s","%s","%s")'''%(data[0],data[1],data[2],data[3],data[4],data[5],data[6])
        print(sql)
        cur.execute(sql)
        conn.commit()
    cur.close()
    conn.close()

def init_db(dbpath):
    sql = '''
    create table Top100
    (
    id integer primary key autoincrement,
    info_link text,
    title text,
    play numeric,
    view numeric,
    name text,
    score numeric
    )
    '''
    conn = sqlite3.connect(dbpath)
    cursor = conn.cursor()
    cursor.execute(sql)
    conn.commit()
    conn.close()



if __name__ =="__main__":
    main()

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