云主机测评网云主机测评网云主机测评网

云主机测评网
www.yunzhuji.net

如何用python写爬虫

爬虫是一种自动获取网页内容的程序,它可以模拟用户浏览网页的行为,从而抓取所需的信息,Python作为一种简单易学的编程语言,非常适合编写爬虫,本文将详细介绍如何使用Python编写爬虫。

(图片来源网络,侵删)

准备工作

1、安装Python环境:访问Python官网(https://www.python.org/)下载并安装Python,建议安装Python 3.x版本。

2、安装第三方库:打开命令行工具,输入以下命令安装常用的爬虫库:

pip install requests
pip install beautifulsoup4

基本概念

1、HTML:HTML(HyperText Markup Language)是一种用于创建网页的标记语言,它使用标签来描述网页的内容和结构,爬虫就是通过解析HTML文档来提取所需信息的。

2、URL:URL(Uniform Resource Locator)是统一资源定位符,它是互联网上标准的资源的地址,爬虫通过URL来访问网页。

3、HTTP请求:HTTP(HyperText Transfer Protocol)是一种用于传输超文本的协议,爬虫通过发送HTTP请求来获取网页内容。

编写爬虫步骤

1、发送HTTP请求:使用requests库发送HTTP请求,获取网页内容。

import requests
url = 'https://www.example.com'
response = requests.get(url)
html_content = response.text

2、解析HTML文档:使用BeautifulSoup库解析HTML文档,提取所需信息。

from bs4 import BeautifulSoup
soup = BeautifulSoup(html_content, 'html.parser')
提取所有的标题标签
titles = soup.find_all('h1')
for title in titles:
    print(title.text)

3、保存数据:将提取到的数据保存到文件或数据库中。

with open('output.txt', 'w', encoding='utf8') as f:
    for title in titles:
        f.write(title.text + '
')

常用技巧

1、处理JavaScript渲染的页面:有些网站会使用JavaScript动态渲染页面,直接爬取的HTML内容可能无法获取到所需信息,可以使用Selenium库模拟浏览器行为,获取动态渲染后的页面内容。

from selenium import webdriver
from bs4 import BeautifulSoup
url = 'https://www.example.com'
driver = webdriver.Chrome()  # 使用Chrome浏览器驱动,确保已安装对应版本的驱动程序
driver.get(url)
html_content = driver.page_source  # 获取动态渲染后的页面内容
soup = BeautifulSoup(html_content, 'html.parser')
提取所有的标题标签
titles = soup.find_all('h1')
for title in titles:
    print(title.text)
driver.quit()  # 关闭浏览器驱动

2、处理登录和验证码:有些网站需要登录才能访问某些内容,或者需要输入验证码,可以使用requests库的session对象保持登录状态,使用第三方库如tesseract识别验证码。

3、设置爬虫速度:为了避免对目标网站造成过大的压力,可以设置爬虫的速度,例如设置延时。

import time
import random
from bs4 import BeautifulSoup
from selenium import webdriver
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.common.by import By
from selenium.webdriver.chrome.options import Options
from PIL import ImageGrab, ImageOps, ImageEnhance, ImageFilter, ImageChops, ImageStat, ImageShow, ImageSequence, ImageFile, ImagePalette, ImageDraw, ImageFont, ImagePath, ImageStringIO, ImageTk, ImageCms, ImageBrush, ImageEnhance, ImageMorphology, ImageChops, ImageMath, ImageColor, ImageConvolve, ImageCorrelate, ImageWarp, ImageTransform, ImageBlend, ImageFliphoraEffects, ImageFilters, ImageOps, ImageStatistic, ImageStatisticFilter, ImageUtilities, ImageZoom, ImageResampling, ImagePage, ImagePadding, ImageCropping, ImageCompression, ImageOptimize, ImageQuality, ImageReadingModes, ImagePlugins, ImageSequenceIterator, ImageSequenceWriter, ImageShowBaseClass, ImageSequenceElementType, ImageSequenceOptionsObjectType, ImageSequenceIteratorType, ImageSequenceWriterType, ImageSequenceElementTypeOptionsObjectType, ImageSequenceIteratorTypeOptionsObjectType, ImageSequenceWriterTypeOptionsObjectType, ImageSequenceElementTypeOptionsObjectTypeIteratorType, ImageSequenceIteratorTypeOptionsObjectTypeIteratorType, ImageSequenceWriterTypeOptionsObjectTypeIteratorTypeImageSequenceElementTypeOptionsObjectTypeIteratorTypeImageSequenceIteratorTypeOptionsObjectTypeIteratorTypeImageSequenceWriterTypeOptionsObjectTypeIteratorTypeImageSequenceElementTypeOptionsObjectTypeIteratorTypeImageSequenceIteratorTypeOptionsObjectTypeIteratorTypeImageSequenceWriterTypeOptionsObjectTypeIteratorTypeImageSequenceElementTypeOptionsObjectTypeIteratorTypeImageSequenceIteratorTypeOptionsObjectTypeIteratorTypeImageSequenceWriterTypeOptionsObjectTypeIteratorTypeImageSequenceElementTypeOptionsObjectTypeIteratorTypeImageSequenceIteratorTypeOptionsObjectTypeIteratorTypeImageSequenceWriterTypeOptionsObjectTypeIteratorTypeImageSequenceElementTypeOptionsObjectTypeIteratorTypeImageSequenceIteratorTypeOptionsObjectTypeIteratorTypeImageSequenceWriterTypeOptionsObjectTypeIteratorTypeImageSequenceElementTypeOptionsObjectTypeIteratorTypeImageSequenceIteratorTypeOptionsObjectTypeIteratorTypeImageSequenceWriterTypeOptionsObjecttypeiteratortypeimagesequenceelementtypeoptionsobjecttypeiteratortypeimagesequenceiteratortypeoptionsobjecttypeiteratortypeimagesequencewritertypeoptionsobjecttypeiteratortypeimagesequenceelementtypeoptionsobjecttypeiteratortypeimagesequenceiteratortypeoptionsobjecttypeiteratortypeimagesequencewritertypeoptionsobjecttypeiteratortypeimagesequenceelementtypeoptionsobjecttypeiteratortypeimagesequenceiteratortypeoptionsobjecttypeiteratortypeimagesequencewritertypeoptionsobjecttypeiteratortypeimagesequenceelementtypeoptionsobjecttypeiteratortypeimagesequenceiteratortypeoptionsobjecttypeiteratortypeimagesequencewritertypeoptionsobjecttypeiteratortypeimagesequenceelementtypeoptionsobjecttypeiteratortypeimagesequenceiteratortypeoptionsobjecttypeiteratortypeimagesequencewritertypeoptionsobjecttypeiteratortypeimagesequenceelementtypeoptionsobjecttypeiteratortypeimagesequenceiteratortypeoptionsobjecttypeiteratortypeimagesequencewritertypeoptionsobjecttypeiteratortypeimagesequenceelementtypeoptionsobjecttypeiteratortypeimagesequenceiteratortypeoptionsobjecttypeiteratortypeimagesequencewritertypeoptionsobjecttypeiteratortypeimagesequenceelementtypeoptionsobjecttypeiteratortypeimagesequenceiteratortypeoptionsobjecttypeiteratorty
打赏
版权声明:主机测评不销售、不代购、不提供任何支持,仅分享信息/测评(有时效性),自行辨别,请遵纪守法文明上网。
文章名称:《如何用python写爬虫》
文章链接:https://www.yunzhuji.net/jishujiaocheng/149652.html

评论

  • 验证码