1. 爬取结果(csv文件,出现了有两个表头…不明所以,无关大雅)
2. 使用fiddler4进行抓包
通过观察url,我们不难发现其中的规律,要实现进行分类抓取,需要更改url第一个数字,如下
要实现翻页需要更改url的最后一个数字,如下
要实现抓取某个分类中的分类(就是最热,最新,榜单,完结),要修改url的关键字
3. 先抓取分类里面的Id
# 构建请求头
headers = {
'Accept-Language': 'zh-CN,zh;q=0.8',
'User-Agent': 'okhttp-okgo/jeasonlzy',
'Content-Type': 'application/json',
'Host': 'sc.canrike.com',
'Connection': 'Keep-Alive',
'Accept-Encoding': 'gzip',
}
# 抓取Id
def get_Id():
url = 'https://sc.canrike.com/BookCategory.html'
# 请求url,返回的数据是json格式
resp = requests.get(url, headers=headers).json()
# 判断resp是否存在
if resp:
# 取出返回json数据里面的data键值对,data是一个列表
# 里面有我们需要的Id,通过Id来获取后面我们需要的信息
Ids = resp.get('data')
for temp in Ids:
Id = temp.get('Id')
yield Id
4. 先写获取最热书籍的信息,后面最新,榜单,完结的都是一样的代码,只需要更改url里面的关键字(比如hot,new,vote,over这些)。
# 获取最热的书籍信息
def get_hot_info(Id):
page = 1
while True:
time.sleep(1)
url = 'https://sc.canrike.com/Categories/{0}/hot/{1}.html'.format(Id, page)
resp = requests.get(url, headers=headers)
if resp.status_code == 200:
try:
data = json.loads(resp.content.decode('utf-8-sig'))
BookLists = data.get('data').get('BookList')
if BookLists:
for BookList in BookLists:
data_dict = {}
data_dict['Id'] = BookList.get('Id')
data_dict['Name'] = BookList.get('Name')
data_dict['Author'] = BookList.get('Author')
data_dict['CName'] = BookList.get('CName')
data_dict['Score'] = BookList.get('Score')
data_dict['Desc'] = BookList.get('Desc').replace('\u3000', '').replace('\r\n', '')
# 实时保存文件
title = data_dict.keys()
with open('快读小说.csv', 'a+', encoding='utf-8-sig', newline='') as f:
writer = csv.DictWriter(f, title)
writer.writerow(data_dict)
print(data_dict)
page += 1
except Exception as e:
page += 1
continue
else:
print('到底了')
break
5. 上一步的函数里面有个实时保存数据,先在main函数写上表头,不然的话csv文件没表头就不知道你保存的信息分别是啥了。
def main():
# 先对csv文件写入表头,后面就不需要在写了
title = ['Id', 'Name', 'Author', 'Cname', 'Score', 'Desc']
with open('快读小说.csv', 'a+', encoding='utf-8-sig', newline='') as f:
writer = csv.writer(f)
writer.writerow(title)
print('表头写入完成, 开始爬取数据')
for Id in get_Id():
get_hot_info(Id)
get_new_info(Id)
get_vote_info(Id)
get_over_info(Id)
print('爬取完成')
6. 全部代码附上
import requests
import json
import csv
import time
# 构建请求头
headers = {
'Accept-Language': 'zh-CN,zh;q=0.8',
'User-Agent': 'okhttp-okgo/jeasonlzy',
'Content-Type': 'application/json',
'Host': 'sc.canrike.com',
'Connection': 'Keep-Alive',
'Accept-Encoding': 'gzip',
}
# 抓取Id
def get_Id():
url = 'https://sc.canrike.com/BookCategory.html'
# 请求url,返回的数据是json格式
resp = requests.get(url, headers=headers).json()
# 判断resp是否存在
if resp:
# 取出返回json数据里面的data键值对,data是一个列表
# 里面有我们需要的Id,通过Id来获取后面我们需要的信息
Ids = resp.get('data')
for temp in Ids:
Id = temp.get('Id')
yield Id
# 获取最热的书籍信息
def get_hot_info(Id):
page = 1
while True:
time.sleep(1)
url = 'https://sc.canrike.com/Categories/{0}/hot/{1}.html'.format(Id, page)
resp = requests.get(url, headers=headers)
if resp.status_code == 200:
try:
data = json.loads(resp.content.decode('utf-8-sig'))
BookLists = data.get('data').get('BookList')
if BookLists:
for BookList in BookLists:
data_dict = {}
data_dict['Id'] = BookList.get('Id')
data_dict['Name'] = BookList.get('Name')
data_dict['Author'] = BookList.get('Author')
data_dict['CName'] = BookList.get('CName')
data_dict['Score'] = BookList.get('Score')
data_dict['Desc'] = BookList.get('Desc').replace('\u3000', '').replace('\r\n', '')
# 实时保存文件
title = data_dict.keys()
with open('快读小说.csv', 'a+', encoding='utf-8-sig', newline='') as f:
writer = csv.DictWriter(f, title)
writer.writerow(data_dict)
print(data_dict)
page += 1
except Exception as e:
page += 1
continue
else:
print('到底了')
break
# 获取最新的书籍信息
def get_new_info(Id):
page = 1
while True:
time.sleep(1)
url = 'https://sc.canrike.com/Categories/{0}/new/{1}.html'.format(Id, page)
resp = requests.get(url, headers=headers)
if resp.status_code == 200:
try:
data = json.loads(resp.content.decode('utf-8-sig'))
BookLists = data.get('data').get('BookList')
if BookLists:
for BookList in BookLists:
data_dict = {}
data_dict['Id'] = BookList.get('Id')
data_dict['Name'] = BookList.get('Name')
data_dict['Author'] = BookList.get('Author')
data_dict['CName'] = BookList.get('CName')
data_dict['Score'] = BookList.get('Score')
data_dict['Desc'] = BookList.get('Desc').replace('\u3000', '').replace('\r\n', '')
# 实时保存文件
title = data_dict.keys()
with open('快读小说.csv', 'a+', encoding='utf-8-sig', newline='') as f:
writer = csv.DictWriter(f, title)
writer.writerow(data_dict)
print(data_dict)
page += 1
except Exception as e:
page += 1
continue
else:
print('到底了')
break
# 获取榜单的书籍信息
def get_vote_info(Id):
page = 1
while True:
time.sleep(1)
url = 'https://sc.canrike.com/Categories/{0}/vote/{1}.html'.format(Id, page)
resp = requests.get(url, headers=headers)
if resp.status_code == 200:
try:
data = json.loads(resp.content.decode('utf-8-sig'))
BookLists = data.get('data').get('BookList')
if BookLists:
for BookList in BookLists:
data_dict = {}
data_dict['Id'] = BookList.get('Id')
data_dict['Name'] = BookList.get('Name')
data_dict['Author'] = BookList.get('Author')
data_dict['CName'] = BookList.get('CName')
data_dict['Score'] = BookList.get('Score')
data_dict['Desc'] = BookList.get('Desc').replace('\u3000', '').replace('\r\n', '')
# 实时保存文件
title = data_dict.keys()
with open('快读小说.csv', 'a+', encoding='utf-8-sig', newline='') as f:
writer = csv.DictWriter(f, title)
writer.writerow(data_dict)
print(data_dict)
page += 1
except Exception as e:
page += 1
continue
else:
print('到底了')
break
# 获取完结的书籍信息
def get_over_info(Id):
page = 1
while True:
time.sleep(1)
url = 'https://sc.canrike.com/Categories/{0}/over/{1}.html'.format(Id, page)
resp = requests.get(url, headers=headers)
if resp.status_code == 200:
try:
data = json.loads(resp.content.decode('utf-8-sig'))
BookLists = data.get('data').get('BookList')
if BookLists:
for BookList in BookLists:
data_dict = {}
data_dict['Id'] = BookList.get('Id')
data_dict['Name'] = BookList.get('Name')
data_dict['Author'] = BookList.get('Author')
data_dict['CName'] = BookList.get('CName')
data_dict['Score'] = BookList.get('Score')
data_dict['Desc'] = BookList.get('Desc').replace('\u3000', '').replace('\r\n', '')
# 实时保存文件
title = data_dict.keys()
with open('快读小说.csv', 'a+', encoding='utf-8-sig', newline='') as f:
writer = csv.DictWriter(f, title)
writer.writerow(data_dict)
print(data_dict)
page += 1
except Exception as e:
page += 1
continue
else:
print('到底了')
break
def main():
# 先对csv文件写入表头,后面就不需要在写了
title = ['Id', 'Name', 'Author', 'Cname', 'Score', 'Desc']
with open('快读小说.csv', 'a+', encoding='utf-8-sig', newline='') as f:
writer = csv.writer(f)
writer.writerow(title)
print('表头写入完成, 开始爬取数据')
for Id in get_Id():
get_hot_info(Id)
get_new_info(Id)
get_vote_info(Id)
get_over_info(Id)
print('爬取完成')
if __name__ == '__main__':
main()