python爬虫入门-简书七日热门文章数据

前言

以我的理解，写一个爬虫分为以下几个步骤

1. 分析目标网站
2. 访问单个网页地址，获取网页源代码
3. 提取数据
4. 保存数据
5. 抓取剩余网页
   以下开始正题

1. 分析目标网站

1. 目标网站为简书七日热门文章 http://www.jianshu.com/trending/weekly 。 提取数据为用户，标题，阅读量，评论量，获赞量，打赏数
   
    

   

   提取目标
2. 用chrome tools 查看这个网页，是用ajax加载的，分析规律，发现url为 http://www.jianshu.com/trending/weekly?page=1 ， page=1 至 page=5.
   
    

   

   url规律

2. 访问单个网页地址，获取网页源代码

1. 设置url

url = 'http://www.jianshu.com/trending/weekly?page=1'

2. 设置头部信息（用来伪装请求，本案例中可省略）

headers = {'User-Agent': 'Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36'}
request = urllib2.Request(url=url, headers=headers)

3. 发送请求和接收响应

html = urllib2.urlopen(request)

3. 从源代码中提取数据

# 先用BeautifulSoup转换一下，以便之后解析
bsObj = BeautifulSoup(html.read(), 'lxml')

2. 抓出每篇文章的源代码，并提取目标数据（写的很差劲，just work）

   
   
    

   

   文章源码

items = bsObj.findAll("div", {"class": "content"})
    for item in items:
        author = item.find("a", {"class": "blue-link"}).get_text()
        title = item.find("a", {"class": "title"}).get_text()
        other = item.find("div", {"class": "meta"}).get_text()
        pattern = re.compile('(\d+)')
        content = re.findall(pattern, other)
        view = content[0]
        comment = content[1]
        like = content[2]
        money = content[3] if (len(content) == 4) else 0 # 非常不严谨，暂时这么做

4. 保存数据

with open('articlesOfSevenDays.csv', 'a') as resultFile:
    wr = csv.writer(resultFile, dialect= 'excel')
    wr.writerow([author,title,view,comment,like,money])

因为遇到编码问题，所以添加以下代码

import sys
reload(sys)
sys.setdefaultencoding('utf-8')

5. 抓取剩余网页

for i in range(1,6):
    print "开始抓取第{}页...".format(i)
    url = 'http://www.jianshu.com/trending/weekly?page={}'. format(i)
    # 重复之前提取数据和保存数据的代码

完整的代码

#!/usr/bin/env python
# coding=utf-8
from urllib.request import Request,urlopen
from bs4 import BeautifulSoup
from urllib.error import HTTPError
import re
import csv
import os


def getHTML(i):
    url = 'http://www.jianshu.com/trending/weekly?page={}'.format(i)
    headers = {
        'User-Agent': 'Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36'}
    try:
        request = Request(url=url, headers=headers)
        html = urlopen(request)
        bsObj = BeautifulSoup(html.read(), 'lxml')
        items = bsObj.findAll("div", {"class": "content"})
    except HTTPError as e:
        print(e)
        exit()
    return items

def getArticleInfo(items):
    articleInfo= []
    for item in items:
        author = item.find("a", {"class": "blue-link"}).get_text()
        title = item.find("a", {"class": "title"}).get_text()
        other = item.find("div", {"class": "meta"}).get_text()
        pattern = re.compile('(\d+)')
        content = re.findall(pattern, other)
        view = content[0]
        comment = content[1]
        like = content[2]
        money = content[3] if (len(content) == 4) else 0  # 不太严谨
        articleInfo.append([author, title, view, comment, like, money])
    return articleInfo

dir = "../jianshu/"
if not os.path.exists(dir):
    os.makedirs(dir)
csvFile = open("../jianshu/jianshuSevenDaysArticles.csv","wt",encoding='utf-8')
writer = csv.writer(csvFile)
writer.writerow(("author", "title", "view", "comment", "like", "money"))
try:
    for i in range(1, 6):
        items = getHTML(i)
        articleInfo = getArticleInfo(items)
        for item in articleInfo:
                writer.writerow(item)

finally:
    csvFile.close()

抓取结果

 

image.png

总结

1. 页面解析水平不好，接下来要学习：正则表达式，beautifulSoup，lxml
2. 遇到的编码问题待学习