Python3爬取豆瓣网站奇幻小说信息

其他 2018-05-29 10:34:02 阅读次数: 2

目的：爬取豆瓣网站的奇幻小说信息
**分析：**URL=https://book.douban.com/tag/%E5%A5%87%E5%B9%BB?start=0&type=T，通过手动翻页知道，这个信息是每20本小说为一页，这里的迭代变量是start变量，第一页是start=0，第二页是start=20，其他以此类推。
这里写图片描述
这里可看到小说名，作家，出版社，出版年，价格，豆瓣评分等以及简述。
点进去看详细介绍，这里面的信息更加详细，因此我们最好获取该信息。
这里写图片描述
步骤：
1、获取一本书的重要信息，（函数getKeyWord）代码如下：

def getKeyWord(url):
    htmlTree = getHtmlTree(url)
    storyName = htmlTree.find('span',property="v:itemreviewed").get_text().replace(' ','').replace('\n','')
    storyInfo = htmlTree.find('div',id='info')
    storyInfoList = storyInfo.findAll('span')
    storyAuthor = ''
    storyPublish = ''
    storyDate = ''
    storyPages = ''
    storyPrices = ''
    storyGetUp = ''
    storyTotleName =''
    storyISBN = ''
    for line in storyInfoList:
        try:
            if -1 != line.get_text().find('作者'):
                storyAuthor = line.nextSibling.nextSibling.get_text().replace(' ','').replace('\n','')
        except AttributeError:
            pass
        try:
            if -1 != line.get_text().find('出版社'):
                storyPublish = line.nextSibling.replace(' ','').replace('\n','')
        except:
            pass
        try:
            if -1 != line.get_text().find('出版年'):
                storyDate = line.nextSibling.replace(' ','').replace('\n','')
        except:
            pass
        try:
            if -1 != line.get_text().find('页数'):
                storyPages = line.nextSibling.replace(' ','').replace('\n','')
        except:
            pass
        try:
            if -1 != line.get_text().find('定价'):
                storyPrices = line.nextSibling.replace(' ','').replace('\n','')
        except:
            pass
        try:
            if -1 != line.get_text().find('装帧'):
                storyGetUp = line.nextSibling.replace(' ','').replace('\n','')
        except:
            pass
        try:
            if -1 != line.get_text().find('丛书'):
                storyTotleName = line.nextSibling.nextSibling.get_text().replace(' ','').replace('\n','')
        except:
            pass        
        try:
            if -1 != line.get_text().find('ISBN'):
                storyISBN = line.nextSibling.replace(' ','').replace('\n','')
        except:
            pass
    print('书名:%s'%storyName)
    print('作者:%s'%storyAuthor)
    print('出版社:%s'%storyPublish)
    print('出版年:%s'%storyDate)
    print('页数:%s'%storyPages)
    print('定价:%s'%storyPrices)
    print('装帧:%s'%storyGetUp)
    print('丛书:%s'%storyTotleName)
    print('ISBN:%s'%storyISBN)
    return (storyName,storyAuthor,storyPublish,storyDate,storyPages,storyPrices,storyGetUp,storyTotleName,storyISBN)

这里的url是该书的链接，可以从第一张图的源代码中获取，后面会讲到，中间每个变量都加了异常处理，这个是经过多次调试总结的经验，这里面的有的书不包括这里面的部分信息，加上异常处理可以跳过这些，否则程序跑到一半就挂了。
2、获取一页的小说信息，（函数getAllInfo）代码：

def getAllInfo(url,start):
    htmlTree = getHtmlTree(url)
    try:
        ul = htmlTree.find('ul','subject-list')
        liList = ul.findAll('li')
    except:
        print('已经到达尾页！')
        return -1
    count = 0
    for line in liList:
        print('count = %d'%(start+count))
        count = count + 1
        flag = writeJudge('story.xlsx',start+count)
        if flag:
            continue
        try:
            imgTag = line.find('img')
            storyImgUrl = imgTag['src']
        except:
            print('没有找到封面！')
            storyImgUrl = 'NA'
        info = line.find('div',class_ = 'info')     
        storyDes = info.h2.a
        storyDesUrl = storyDes['href']
        storyList = ''
        (storyName,storyAuthor,storyPublish,storyDate,storyPages,storyPrices,storyGetUp,storyTotleName,storyISBN) = getKeyWord(storyDesUrl)
        try:
            storyCommit = line.find('span','rating_nums').text
            print('豆瓣评分:%s'%storyCommit)
        except:
            print('没有豆瓣评分！')
            storyCommit = ''
        try:
            remark = line.find('span','pl').get_text().replace(' ','').replace('\n','')
            storyName = info.h2.a.get_text()
        except:
            print('没有找到书名！')
            storyName = ''
        # pub = info.find('div','pub').get_text().replace(' ','').replace('\n','')
        try:
            storyDesIntro = line.find('p').text
        except:
            print('没有找到简述!')
            storyDesIntro = 'NA'
        else:
            print('简述:%s'%storyDesIntro)
        try:
            storyBuyIndex = line.find('span','buy-info')
            if None != storyBuyIndex:
                storyBuyTag = storyBuyIndex.a
                storyBuyLink = storyBuyTag['href']
                print('购买链接:%s'%storyBuyLink)
        except:
            print('没有找到购买链接！')
        else:
            storyBuyLink = ''
        storyList = [storyName,storyAuthor,storyPublish,storyDate,storyPages,storyPrices,storyGetUp,storyTotleName,storyISBN,storyCommit,storyDesIntro,storyImgUrl,storyBuyLink]
        writeExcel('story.xlsx',storyList,count+start)

这里的url是每页的链接，start是每页的变量，步长是20。

writeJudge('story.xlsx',start+count)

def writeJudge(fileName,count):
    workBook = xlrd.open_workbook(fileName)
    table = workBook.sheets()[0]
    try:
        table.cell(count,1).value
        print(table.cell(count,0).value)
        if '' != table.cell(count,0).value:
            print('skip')
            return True
    except IndexError:
        return False

这个函数用来判断哪些小说信息已经录入了，这要是应对多次跑这个程序，重复爬取。

writeExcel('story.xlsx',storyList,count+start)

def writeExcel(fileName,dataList,count):    
    workBook = xlrd.open_workbook(fileName)
    table = workBook.sheets()[0]
    # try:
    #   table.cell(count,0).value
    #   if None != table.cell(count,0).value:
    #       print('skip')
    #       return
    # except IndexError:
    #   pass
    dataList.insert(0,str(count))
    newBook = copy(workBook)
    dataSheet = newBook.get_sheet('sheet1')
    for j in range(0,table.ncols):
        tmp = str(dataList[j])
        tmp = tmp.replace('\n','').replace(' ','')
        dataSheet.write(count,j,tmp)
    newBook.save(fileName)

该函数是将，前面得到的关键信息写入excel中
这里写图片描述
3、主函数，将start迭代，代码：

urlHead = 'https://book.douban.com/tag/%E5%A5%87%E5%B9%BB?start='
# urlHead = 'https://book.douban.com/subject/'
if __name__ == '__main__':
    step = 20
    for i in range(0,50):
        url = urlHead + str(step * i) + '&type=T'
        getAllInfo(url,step * i)

脚本执行结果：
这里写图片描述
这里需要注意，由于豆瓣反爬虫机制，导致多次请求异常获取不到数据，这时需要自己注册一个豆瓣账户得到cookie，在请求时，加入Cookie。

# cookies = {
#   'Cookie':'bid=_lOjPCNt9wI; ll="118282"; _vwo_uuid_v2=90A455F697D39C4E7ADE716F87221D41|b2cfd7bec4a7b17a840474041b898d19; \
#   __utmz=30149280.1515430997.2.2.utmcsr=baidu|utmccn=(organic)|utmcmd=organic; _pk_ref.100001.8cb4=%5B%22%22%2C%22%22%2C1526163393%2C%22https%3A%2F%2F\
#   www.baidu.com%2Flink%3Furl%3Di67U7qyjj2YTlYZQ70NdqBclRhph70YnxXtUfm9GbohY-oTCGvexr5jVK2HlN14Cx7jduO8mqrITN9howpYm5a%26wd%3D%26eqid%3Dc4b93c230000ef1f000000065a53a449%22%5D;\
#    _pk_ses.100001.8cb4=*; __utma=30149280.1644812988.1515427525.1520879588.1526163394.4; __utmc=30149280; __utmt=1; dbcl2="178599165:CHlk4aEqUAA";\
#     _ga=GA1.2.1644812988.1515427525; _gid=GA1.2.1120993180.1526163442; _gat_UA-7019765-1=1; ck=wUb_; _pk_id.100001.8cb4=51c8326516a16325.1515430996.2.1526163443.1515430996.;\
#      push_noty_num=0; push_doumail_num=0; __utmv=30149280.17859; __utmb=30149280.4.10.1526163394; ct=y; __yadk_uid=1UDWf6kQP5PYke9rFuHb2klf4KbW2B5R'
# }
cookies = {
    'Cookie':'bid=_lOjPCNt9wI; ll="118282"; _vwo_uuid_v2=90A455F697D39C4E7ADE716F87221D41|b2cfd7bec4a7b17a840474041b898d19; __utmc=30149280; _ga=GA1.2.1644812988.1515427525; _gid=GA1.2.1120993180.1526163442; push_noty_num=0; push_doumail_num=0; ct=y; __yadk_uid=1UDWf6kQP5PYke9rFuHb2klf4KbW2B5R; _pk_ses.100001.8cb4=*; __utma=30149280.1644812988.1515427525.1526171405.1526171405.1; __utmz=30149280.1526171405.1.1.utmcsr=(direct)|utmccn=(direct)|utmcmd=(none); __utmt=1; dbcl2="178599165:Y53LLRSxUvs"; _gat_UA-7019765-1=1; ck=QzdS; _pk_id.100001.8cb4=8ab848a65c47cc4a.1526171404.1.1526171408.1526171404.; __utmv=30149280.17859; __utmb=30149280.3.10.1526171405'
    # 'Cookie':'bid=_lOjPCNt9wI; ll="118282"; _vwo_uuid_v2=90A455F697D39C4E7ADE716F87221D41|b2cfd7bec4a7b17a840474041b898d19; __utmc=30149280; _ga=GA1.2.1644812988.1515427525; _gid=GA1.2.1120993180.1526163442; push_noty_num=0; push_doumail_num=0; __utmv=30149280.17859; ct=y; __yadk_uid=1UDWf6kQP5PYke9rFuHb2klf4KbW2B5R; gr_user_id=c8ba5876-e51d-4ef0-a9a9-74732a8cafeb; gr_cs1_53914151-1bda-41c7-9211-36725e7d02fd=user_id%3A1; gr_session_id_22c937bbd8ebd703f2d8e9445f7dfd03=53914151-1bda-41c7-9211-36725e7d02fd_true; ps=y; ue="[email protected]"; dbcl2="178599165:DNtWos6aGXg"; ck=j8y7; _pk_ref.100001.8cb4=%5B%22%22%2C%22%22%2C1526171226%2C%22https%3A%2F%2Faccounts.douban.com%2Fsafety%2Funlock_sms%2Fresetpassword%3Fconfirmation%3Ded7ec7f5a5ec4aad%26alias%3D%22%5D; _pk_id.100001.8cb4=51c8326516a16325.1515430996.3.1526171226.1526163456.; _pk_ses.100001.8cb4=*; __utma=30149280.1644812988.1515427525.1526168455.1526171227.6; __utmz=30149280.1526171227.6.3.utmcsr=accounts.douban.com|utmccn=(referral)|utmcmd=referral|utmcct=/safety/unlock_sms/resetpassword; __utmt=1; __utmb=30149280.1.10.1526171227'
}

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'
}
# url = 'https://book.douban.com/subject/3359946/'
# url = 'https://book.douban.com/subject/26853356/'
# url = 'https://book.douban.com/subject/27035185/'
# url = 'https://book.douban.com/subject/22227388/'
def getHtmlTree(url):
    # time.sleep(3)
    tmp = requests.get(url,cookies = cookies,headers = headers)
    if 200 != tmp.status_code:
        print('请求异常，返回码为%s'%tmp.status_code)
        exit()
    text = tmp.text
    htmlTree = BeautifulSoup(text,'html.parser')
    return htmlTree

本次的学习让我明白了python异常机制的重要性，异常机制让程序更加灵活的应对出现的突发状况，类似于C语言中的断言机制，受教了。

本文的所有代码如下（部分模块需要安装库，出现没有模块的报错，请自行百度安装第三方库。）：

#!/usr/bin/env python3
#coding:utf-8

import re
import os
import sys
import requests
from bs4 import BeautifulSoup
import xlrd
import xlwt
from xlutils.copy import copy
import time

# cookies = {
#   'Cookie':'bid=_lOjPCNt9wI; ll="118282"; _vwo_uuid_v2=90A455F697D39C4E7ADE716F87221D41|b2cfd7bec4a7b17a840474041b898d19; \
#   __utmz=30149280.1515430997.2.2.utmcsr=baidu|utmccn=(organic)|utmcmd=organic; _pk_ref.100001.8cb4=%5B%22%22%2C%22%22%2C1526163393%2C%22https%3A%2F%2F\
#   www.baidu.com%2Flink%3Furl%3Di67U7qyjj2YTlYZQ70NdqBclRhph70YnxXtUfm9GbohY-oTCGvexr5jVK2HlN14Cx7jduO8mqrITN9howpYm5a%26wd%3D%26eqid%3Dc4b93c230000ef1f000000065a53a449%22%5D;\
#    _pk_ses.100001.8cb4=*; __utma=30149280.1644812988.1515427525.1520879588.1526163394.4; __utmc=30149280; __utmt=1; dbcl2="178599165:CHlk4aEqUAA";\
#     _ga=GA1.2.1644812988.1515427525; _gid=GA1.2.1120993180.1526163442; _gat_UA-7019765-1=1; ck=wUb_; _pk_id.100001.8cb4=51c8326516a16325.1515430996.2.1526163443.1515430996.;\
#      push_noty_num=0; push_doumail_num=0; __utmv=30149280.17859; __utmb=30149280.4.10.1526163394; ct=y; __yadk_uid=1UDWf6kQP5PYke9rFuHb2klf4KbW2B5R'
# }
cookies = {
    'Cookie':'bid=_lOjPCNt9wI; ll="118282"; _vwo_uuid_v2=90A455F697D39C4E7ADE716F87221D41|b2cfd7bec4a7b17a840474041b898d19; __utmc=30149280; _ga=GA1.2.1644812988.1515427525; _gid=GA1.2.1120993180.1526163442; push_noty_num=0; push_doumail_num=0; ct=y; __yadk_uid=1UDWf6kQP5PYke9rFuHb2klf4KbW2B5R; _pk_ses.100001.8cb4=*; __utma=30149280.1644812988.1515427525.1526171405.1526171405.1; __utmz=30149280.1526171405.1.1.utmcsr=(direct)|utmccn=(direct)|utmcmd=(none); __utmt=1; dbcl2="178599165:Y53LLRSxUvs"; _gat_UA-7019765-1=1; ck=QzdS; _pk_id.100001.8cb4=8ab848a65c47cc4a.1526171404.1.1526171408.1526171404.; __utmv=30149280.17859; __utmb=30149280.3.10.1526171405'
    # 'Cookie':'bid=_lOjPCNt9wI; ll="118282"; _vwo_uuid_v2=90A455F697D39C4E7ADE716F87221D41|b2cfd7bec4a7b17a840474041b898d19; __utmc=30149280; _ga=GA1.2.1644812988.1515427525; _gid=GA1.2.1120993180.1526163442; push_noty_num=0; push_doumail_num=0; __utmv=30149280.17859; ct=y; __yadk_uid=1UDWf6kQP5PYke9rFuHb2klf4KbW2B5R; gr_user_id=c8ba5876-e51d-4ef0-a9a9-74732a8cafeb; gr_cs1_53914151-1bda-41c7-9211-36725e7d02fd=user_id%3A1; gr_session_id_22c937bbd8ebd703f2d8e9445f7dfd03=53914151-1bda-41c7-9211-36725e7d02fd_true; ps=y; ue="[email protected]"; dbcl2="178599165:DNtWos6aGXg"; ck=j8y7; _pk_ref.100001.8cb4=%5B%22%22%2C%22%22%2C1526171226%2C%22https%3A%2F%2Faccounts.douban.com%2Fsafety%2Funlock_sms%2Fresetpassword%3Fconfirmation%3Ded7ec7f5a5ec4aad%26alias%3D%22%5D; _pk_id.100001.8cb4=51c8326516a16325.1515430996.3.1526171226.1526163456.; _pk_ses.100001.8cb4=*; __utma=30149280.1644812988.1515427525.1526168455.1526171227.6; __utmz=30149280.1526171227.6.3.utmcsr=accounts.douban.com|utmccn=(referral)|utmcmd=referral|utmcct=/safety/unlock_sms/resetpassword; __utmt=1; __utmb=30149280.1.10.1526171227'
}

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'
}
# url = 'https://book.douban.com/subject/3359946/'
# url = 'https://book.douban.com/subject/26853356/'
# url = 'https://book.douban.com/subject/27035185/'
# url = 'https://book.douban.com/subject/22227388/'
def getHtmlTree(url):
    # time.sleep(3)
    tmp = requests.get(url,cookies = cookies,headers = headers)
    if 200 != tmp.status_code:
        print('请求异常，返回码为%s'%tmp.status_code)
        exit()
    text = tmp.text
    htmlTree = BeautifulSoup(text,'html.parser')
    return htmlTree
def isDefine(var):
    try:
        type(var)
    except NameError:
        print('变量%s未定义'%var)
    except:
        pass
def writeJudge(fileName,count):
    workBook = xlrd.open_workbook(fileName)
    table = workBook.sheets()[0]
    try:
        table.cell(count,1).value
        print(table.cell(count,0).value)
        if '' != table.cell(count,0).value:
            print('skip')
            return True
    except IndexError:
        return False
def writeExcel(fileName,dataList,count):    
    workBook = xlrd.open_workbook(fileName)
    table = workBook.sheets()[0]
    # try:
    #   table.cell(count,0).value
    #   if None != table.cell(count,0).value:
    #       print('skip')
    #       return
    # except IndexError:
    #   pass
    dataList.insert(0,str(count))
    newBook = copy(workBook)
    dataSheet = newBook.get_sheet('sheet1')
    for j in range(0,table.ncols):
        tmp = str(dataList[j])
        tmp = tmp.replace('\n','').replace(' ','')
        dataSheet.write(count,j,tmp)
    newBook.save(fileName)

def getKeyWord(url):
    htmlTree = getHtmlTree(url)
    storyName = htmlTree.find('span',property="v:itemreviewed").get_text().replace(' ','').replace('\n','')
    storyInfo = htmlTree.find('div',id='info')
    storyInfoList = storyInfo.findAll('span')
    storyAuthor = ''
    storyPublish = ''
    storyDate = ''
    storyPages = ''
    storyPrices = ''
    storyGetUp = ''
    storyTotleName =''
    storyISBN = ''
    for line in storyInfoList:
        try:
            if -1 != line.get_text().find('作者'):
                storyAuthor = line.nextSibling.nextSibling.get_text().replace(' ','').replace('\n','')
        except AttributeError:
            pass
        try:
            if -1 != line.get_text().find('出版社'):
                storyPublish = line.nextSibling.replace(' ','').replace('\n','')
        except:
            pass
        try:
            if -1 != line.get_text().find('出版年'):
                storyDate = line.nextSibling.replace(' ','').replace('\n','')
        except:
            pass
        try:
            if -1 != line.get_text().find('页数'):
                storyPages = line.nextSibling.replace(' ','').replace('\n','')
        except:
            pass
        try:
            if -1 != line.get_text().find('定价'):
                storyPrices = line.nextSibling.replace(' ','').replace('\n','')
        except:
            pass
        try:
            if -1 != line.get_text().find('装帧'):
                storyGetUp = line.nextSibling.replace(' ','').replace('\n','')
        except:
            pass
        try:
            if -1 != line.get_text().find('丛书'):
                storyTotleName = line.nextSibling.nextSibling.get_text().replace(' ','').replace('\n','')
        except:
            pass        
        try:
            if -1 != line.get_text().find('ISBN'):
                storyISBN = line.nextSibling.replace(' ','').replace('\n','')
        except:
            pass
    print('书名:%s'%storyName)
    print('作者:%s'%storyAuthor)
    print('出版社:%s'%storyPublish)
    print('出版年:%s'%storyDate)
    print('页数:%s'%storyPages)
    print('定价:%s'%storyPrices)
    print('装帧:%s'%storyGetUp)
    print('丛书:%s'%storyTotleName)
    print('ISBN:%s'%storyISBN)
    return (storyName,storyAuthor,storyPublish,storyDate,storyPages,storyPrices,storyGetUp,storyTotleName,storyISBN)
def getAllInfo(url,start):
    htmlTree = getHtmlTree(url)
    try:
        ul = htmlTree.find('ul','subject-list')
        liList = ul.findAll('li')
    except:
        print('已经到达尾页！')
        return -1
    count = 0
    for line in liList:
        print('count = %d'%(start+count))
        count = count + 1
        flag = writeJudge('story.xlsx',start+count)
        if flag:
            continue
        try:
            imgTag = line.find('img')
            storyImgUrl = imgTag['src']
        except:
            print('没有找到封面！')
            storyImgUrl = 'NA'
        info = line.find('div',class_ = 'info')     
        storyDes = info.h2.a
        storyDesUrl = storyDes['href']
        storyList = ''
        (storyName,storyAuthor,storyPublish,storyDate,storyPages,storyPrices,storyGetUp,storyTotleName,storyISBN) = getKeyWord(storyDesUrl)
        try:
            storyCommit = line.find('span','rating_nums').text
            print('豆瓣评分:%s'%storyCommit)
        except:
            print('没有豆瓣评分！')
            storyCommit = ''
        try:
            remark = line.find('span','pl').get_text().replace(' ','').replace('\n','')
            storyName = info.h2.a.get_text()
        except:
            print('没有找到书名！')
            storyName = ''
        # pub = info.find('div','pub').get_text().replace(' ','').replace('\n','')
        try:
            storyDesIntro = line.find('p').text
        except:
            print('没有找到简述!')
            storyDesIntro = 'NA'
        else:
            print('简述:%s'%storyDesIntro)
        try:
            storyBuyIndex = line.find('span','buy-info')
            if None != storyBuyIndex:
                storyBuyTag = storyBuyIndex.a
                storyBuyLink = storyBuyTag['href']
                print('购买链接:%s'%storyBuyLink)
        except:
            print('没有找到购买链接！')
        else:
            storyBuyLink = ''
        storyList = [storyName,storyAuthor,storyPublish,storyDate,storyPages,storyPrices,storyGetUp,storyTotleName,storyISBN,storyCommit,storyDesIntro,storyImgUrl,storyBuyLink]
        writeExcel('story.xlsx',storyList,count+start)
url = 'https://book.douban.com/tag/%E5%A5%87%E5%B9%BB?start=20&type=T'
urlHead = 'https://book.douban.com/tag/%E5%A5%87%E5%B9%BB?start='
# urlHead = 'https://book.douban.com/subject/'
if __name__ == '__main__':
    step = 20
    for i in range(0,50):
        url = urlHead + str(step * i) + '&type=T'
        getAllInfo(url,step * i)




# https://book.douban.com/tag/%E5%A5%87%E5%B9%BB?start=20&type=T

猜你喜欢

转载自blog.csdn.net/qq_37608398/article/details/80304738
今日推荐
火速冲上 GitHub 热榜 —— 开源编程语言、框架哪有这么可爱？
北京人形机器人创新中心发布全球首个纯电驱拟人奔跑的全尺寸人形机器人“天工”
LFOSSA 源来如此公开课 | 掌握云原生未来：CNCF 认证全面攻略与备考秘籍
国产云输入法——仅华为无云端数据上传安全问题
开源日报 | 工业开源项目OGG 1.0；姐姐，你要和我一起配置火狐吗；苹果AI遥遥落后？Fedora 40
开放签电子签章：停止新增，优化体验，前进更进（五一假期前工作）
开源日报 | 中学生开源前端动画引擎；全球首个Llama3 8B中文版开源模型；联想电脑恐出局；Linus讽刺AI炒作
周排行
浏览器对同一域名进行请求的最大并发连接数
React Hook之自定义Hook
【转】MyBatis缓存机制
-Java-泛型
自动化测试常用脚本-发送邮件
LeetCode#859: Buddy Strings
java、Python处理字符串
第二篇の博客
Hadoop伪分布式环境安装
SQL Server进阶（十一）临时表、表变量
每日归档
更多
2024-04-27(56)
2024-04-26(39)
2024-04-25(22)
2024-04-24(36)
2024-04-23(26)
2024-04-22(39)
2024-04-21(0)
2024-04-20(6)
2024-04-19(5)
2024-04-18(0)

代码天地 © 2018 codetd.com

境外服务器   最新电视剧2022