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python怎么爬取B站关注列表及数据库的设计与操作

发布时间:2022-05-19 08:19:31 来源:亿速云 阅读:206 作者:iii 栏目:开发技术

这篇文章主要介绍了python怎么爬取B站关注列表及数据库的设计与操作的相关知识,内容详细易懂,操作简单快捷,具有一定借鉴价值,相信大家阅读完这篇python怎么爬取B站关注列表及数据库的设计与操作文章都会有所收获,下面我们一起来看看吧。

    一、数据库的设计与操作

    1、数据的分析

    python怎么爬取B站关注列表及数据库的设计与操作

    B站的关注列表在

    https://api.bilibili.com/x/relation/followings?vmid=UID&pn=1&ps=50&order=desc&order_type=attention

    中,一页最多50条信息。

    我们大致分析一下信息,

    {
    	"code": 0,
    	"message": "0",
    	"ttl": 1,
    	"data": {
    		"list": [{……

    首先,列表内容存在data:list里。

    其次,对于列表中每一项,有如下信息

    			"mid": 672353429,
    			"attribute": 2,
    			"mtime": 1630510107,
    			"tag": null,
    			"special": 0,
    			"contract_info": {
    				"is_contractor": false,
    				"ts": 0,
    				"is_contract": false,
    				"user_attr": 0
    			},
    			"uname": "贝拉kira",
    			"face": "http://i2.hdslb.com/bfs/face/668af440f8a8065743d3fa79cfa8f017905d0065.jpg",
    			"sign": "元气满满的A-SOUL舞担参上~目标TOP IDOL,一起加油!",
    			"official_verify": {
    				"type": 0,
    				"desc": "虚拟偶像团体A-SOUL 所属艺人"
    			},
    			"vip": {
    				"vipType": 2,
    				"vipDueDate": 1674576000000,
    				"dueRemark": "",
    				"accessStatus": 0,
    				"vipStatus": 1,
    				"vipStatusWarn": "",
    				"themeType": 0,
    				"label": {
    					"path": "",
    					"text": "年度大会员",
    					"label_theme": "annual_vip",
    					"text_color": "#FFFFFF",
    					"bg_style": 1,
    					"bg_color": "#FB7299",
    					"border_color": ""
    				},
    				"avatar_subscript": 1,
    				"nickname_color": "#FB7299",
    				"avatar_subscript_url": "http://i0.hdslb.com/bfs/vip/icon_Certification_big_member_22_3x.png"
    			}

    其中,mid为用户独一无二的UID,vipType,0是什么都没开,1是大会员,2是年度大会员,official_verify中,type 0代表官方认证,-1代表没有官方认证。

    同时我们发现,如果对方锁了列表,会返回

    {"code":-400,"message":"请求错误","ttl":1}

    2、数据库设计

    基于这些,我们先设计数据库,包含两张表,用户信息的基本属性表和关注的关系表。

    def createDB():
        link=sqlite3.connect('BiliFollowDB.db')
        print("database open success")
        UserTableDDL='''
                    create table if not exists user(
                    UID int PRIMARY KEY     NOT NULL,
                    NAME varchar            NOT NULL,
                    SIGN varchar            DEFAULT NULL,
                    vipType int             NOT NULL,
                    verifyType int          NOT NULL,
                    verifyDesc varchar      DEFAULT NULL)
                    '''
        RelationTableDDL='''
                    create table if not exists relation(
                    follower int           NOT NULL,
                    following int          NOT NULL,
                    followTime int         NOT NULL,
                    PRIMARY KEY (follower,following),
                    FOREIGN KEY(follower,following) REFERENCES user(UID,UID)
                    )
                    '''
        # create user table
        link.execute(UserTableDDL)
        # create relation table
        link.execute(RelationTableDDL)
        print("database create success")
        link.commit()
        link.close()

    3、数据库操作

    其次是插入新用户的列表,我的思路是爬完一个人的关注列表,把一整个list丢给该函数,判断是否存在新增用户,存在则把新增用户传回,作为下一次爬虫的起点。

    def insertUser(infos):
        conn=sqlite3.connect('BiliFollowDB.db')
        link=conn.cursor()
        InsertCmd="insert into user (UID,NAME,vipType,verifyType,sign,verifyDesc) values (?,?,?,?,?,?);"
        ExistCmd="select count(UID) from user where UID='%d';"# % UID
        newID=[]
        for info in infos:
            answer=link.execute(ExistCmd%info['uid'])
            for row in answer:
                exist_ID=row[0]
            if exist_ID==0:
                newID.append(info['uid'])
                link.execute(InsertCmd,(info['uid'],info['name'],info['vipType'],info['verifyType'],info['sign'],info['verifyDesc']))
        conn.commit()
        conn.close()
        return newID

    然后是插入关系的函数,这个比较简单

    def insertFollowing(uid:int,subscribe):
        conn=sqlite3.connect('BiliFollowDB.db')
        link=conn.cursor()
        InsertCmd="insert into relation (follower,following,followTime) values (?,?,?);"
        for follow in subscribe:
            link.execute(InsertCmd,(uid,follow[0],follow[1]))
        conn.commit()
        conn.close()

    二、爬虫

    通过观察,我们发现睿叔叔锁了5页的关注列表

    python怎么爬取B站关注列表及数据库的设计与操作

    即使是人工操作也只能访问5页,那没办法啦,我们就爬5页吧。

    def getFollowingList(uid:int):
        url="https://api.bilibili.com/x/relation/followings?vmid=%d&pn=%d&ps=50&order=desc&order_type=attention&jsonp=jsonp"# % (UID, Page Number)
        infos=[]
        subscribe=[]
        for i in range(1,6):
            html=requests.get(url%(uid,i))
            if html.status_code!=200:
                print("GET ERROR!")
            text=html.text
            dic=json.loads(text)
            if dic['code']==-400:
                break
            list=dic['data']['list']
            for usr in list:
                info={}
                info['uid']=usr['mid']
                info['name']=usr['uname']
                info['vipType']=usr['vip']['vipType']
                info['verifyType']=usr['official_verify']['type']
                info['sign']=usr['sign']
                if info['verifyType']==-1:
                    info['verifyDesc']='NULL'
                else :
                    info['verifyDesc']=usr['official_verify']['desc']
                subscribe.append((usr['mid'],usr['mtime']))
                infos.append(info)
        newID=insertUser(infos)
        insertFollowing(uid,subscribe)
        return newID

    三、完整代码

    #by concyclics
    # -*- coding:UTF-8 -*-
    import sqlite3
    import json
    import requests
    def createDB():
        link=sqlite3.connect('BiliFollowDB.db')
        print("database open success")
        UserTableDDL='''
                    create table if not exists user(
                    UID int PRIMARY KEY     NOT NULL,
                    NAME varchar            NOT NULL,
                    SIGN varchar            DEFAULT NULL,
                    vipType int             NOT NULL,
                    verifyType int          NOT NULL,
                    verifyDesc varchar      DEFAULT NULL)
                    '''
        RelationTableDDL='''
                    create table if not exists relation(
                    follower int           NOT NULL,
                    following int          NOT NULL,
                    followTime int         NOT NULL,
                    PRIMARY KEY (follower,following),
                    FOREIGN KEY(follower,following) REFERENCES user(UID,UID)
                    )
                    '''
        # create user table
        link.execute(UserTableDDL)
        # create relation table
        link.execute(RelationTableDDL)
        print("database create success")
        link.commit()
        link.close()
    def insertUser(infos):
        conn=sqlite3.connect('BiliFollowDB.db')
        link=conn.cursor()
        InsertCmd="insert into user (UID,NAME,vipType,verifyType,sign,verifyDesc) values (?,?,?,?,?,?);"
        ExistCmd="select count(UID) from user where UID='%d';"# % UID
        newID=[]
        for info in infos:
            answer=link.execute(ExistCmd%info['uid'])
            for row in answer:
                exist_ID=row[0]
            if exist_ID==0:
                newID.append(info['uid'])
                link.execute(InsertCmd,(info['uid'],info['name'],info['vipType'],info['verifyType'],info['sign'],info['verifyDesc']))
        conn.commit()
        conn.close()
        return newID
    def insertFollowing(uid:int,subscribe):
        conn=sqlite3.connect('BiliFollowDB.db')
        link=conn.cursor()
        InsertCmd="insert into relation (follower,following,followTime) values (?,?,?);"
        for follow in subscribe:
            try:
                link.execute(InsertCmd,(uid,follow[0],follow[1]))
            except:
                print((uid,follow[0],follow[1]))
        conn.commit()
        conn.close()
    def getFollowingList(uid:int):
        url="https://api.bilibili.com/x/relation/followings?vmid=%d&pn=%d&ps=50&order=desc&order_type=attention&jsonp=jsonp"# % (UID, Page Number)
        infos=[]
        subscribe=[]
        for i in range(1,6):
            html=requests.get(url%(uid,i))
            if html.status_code!=200:
                print("GET ERROR!")
                return []
            text=html.text
            dic=json.loads(text)
            if dic['code']==-400:
                return []
            try:
                list=dic['data']['list']
            except:
                return []
            for usr in list:
                info={}
                info['uid']=usr['mid']
                info['name']=usr['uname']
                info['vipType']=usr['vip']['vipType']
                info['verifyType']=usr['official_verify']['type']
                info['sign']=usr['sign']
                if info['verifyType']==-1:
                    info['verifyDesc']='NULL'
                else :
                    info['verifyDesc']=usr['official_verify']['desc']
                subscribe.append((usr['mid'],usr['mtime']))
                infos.append(info)
        newID=insertUser(infos)
        insertFollowing(uid,subscribe)
        return newID
    def getFollowingUid(uid:int):
        url="https://api.bilibili.com/x/relation/followings?vmid=%d&pn=%d&ps=50&order=desc&order_type=attention&jsonp=jsonp"# % (UID, Page Number)
        for i in range(1,6):
            html=requests.get(url%(uid,i))
            if html.status_code!=200:
                print("GET ERROR!")
                return []
            text=html.text
            dic=json.loads(text)
            if dic['code']==-400:
                return []
            try:
                list=dic['data']['list']
            except:
                return []
            IDs=[]
            for usr in list:
                IDs.append(usr['mid'])
            return IDs
    def work(root):
        IDlist=root
        tmplist=[]
        while len(IDlist)!=0:
            tmplist=[]
            for ID in IDlist:
                print(ID)
                tmplist+=getFollowingList(ID)
            IDlist=tmplist
    def rework():
        conn=sqlite3.connect('BiliFollowDB.db')
        link=conn.cursor()
        SelectCmd="select uid from user;"
        answer=link.execute(SelectCmd)
        IDs=[]
        for row in answer:
            IDs.append(row[0])
        conn.commit()
        conn.close()
        newID=[]
        print(IDs)
        for ID in IDs:
            ids=getFollowingUid(ID)
            for id in ids:
                if id not in IDs:
                    newID.append(id)
        return newID
    if __name__=="__main__":
        createDB()
        #work([**put root UID here**,])

    关于“python怎么爬取B站关注列表及数据库的设计与操作”这篇文章的内容就介绍到这里,感谢各位的阅读!相信大家对“python怎么爬取B站关注列表及数据库的设计与操作”知识都有一定的了解,大家如果还想学习更多知识,欢迎关注亿速云行业资讯频道。

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