【爬虫实践】获取某城市天气数据
作者：互联网
功能需求
获取山东济南城市每天的天气情况。
需要获取四个数据：天气、温度、风向、风级。
url地址：http://www.weather.com.cn/weather/101120101.shtml
思路分析
该界面通过get请求，得到html数据，包含七天图示数据，故可用bs4对页面进行解析
功能一：获取今日天气
import os
import random
import time
from bs4 import BeautifulSoup
import re
import requests
# 得到网页并用bs4进行网页解析
def getHtml(url):
# 请求头被封，于是采用多个请求头，每次随机用一个，防止被服务器识别为爬虫
user_agent_list = [
"Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/68.0.3440.106 Safari/537.36",
"Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/67.0.3396.99 Safari/537.36",
"Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/64.0.3282.186 Safari/537.36",
"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/62.0.3202.62 Safari/537.36",
"Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.101 Safari/537.36",
"Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.0)",
"Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10.5; en-US; rv:1.9.2.15) Gecko/20110303 Firefox/3.6.15",
"Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; Maxthon 2.0)",
"Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; TencentTraveler 4.0)",
"Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1)",
"Mozilla/4.0 (compatible; MSIE 6.0; ) Opera/UCWEB7.0.2.37/28/999",
"Mozilla/5.0 (compatible; MSIE 9.0; Windows Phone OS 7.5; Trident/5.0; IEMobile/9.0; HTC; Titan)"
]
header = {'User-Agent': random.choice(user_agent_list)}
# 如果超时，重新进行三次连接
reconnect = 0
while reconnect < 3:
try:
with requests.get(url=url, headers=header, stream=True, timeout=20) as rep:
# 得到中文乱码，查询网页编码方式为utf-8
rep.encoding = 'utf-8'
# 解析网页
soup = BeautifulSoup(rep.text, 'html.parser')
return soup
except (requests.exceptions.RequestException, ValueError):
reconnect += 1
return []
# 获取今日天气数据
def get_content(soup):
# 返回的是从今天开始一周7天的天气，下标[0]表示今天，如需后面几天的数据，修改下标即可
weather = soup.findAll(name="p", attrs={"class": "wea"})[0].text
weather.replace('\\n', '')
# print(weather)
# 气温同理，下标[0]表示今天最高气温/最低气温
temperature = soup.findAll(name="p", attrs={"class": "tem"})[0].text
temperature = temperature.strip() # strip()用于剔除数据中的空格
# print(temperature)
# 风向同理，下标[0]表示今天风向
wind_direction = soup.findAll(name="p", attrs={"class": "win"})[0].find(name="span")['title']
# print(wind_direction)
# 风级同理，下标[0]表示今天风级
wind_scale = soup.findAll(name="p", attrs={"class": "win"})[0].find(name="i").text
# print(wind_scale)
return weather, temperature, wind_direction, wind_scale
if __name__ == '__main__':
url = 'http://www.weather.com.cn/weather/101120101.shtml'
soup = getHtml(url)
weather, temperature, wind_direction, wind_scale = get_content(soup)
with open(r'今日天气.txt', mode='w', encoding='utf-8') as f:
f.write("天气：" + weather + "\n")
f.write("气温：" + temperature + "\n")
f.write("风向：" + wind_direction + "\n")
f.write("风级：" + wind_scale + "\n")
功能二：获取七日天气
在功能一的基础上，利用datetime.timedelta(days=i)得到七日日期
import datetime
import os
import random
from bs4 import BeautifulSoup
import requests
# 得到网页并用bs4进行网页解析
def getHtml(url):
# 请求头被封，于是采用多个请求头，每次随机用一个，防止被服务器识别为爬虫
user_agent_list = [
"Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/68.0.3440.106 Safari/537.36",
"Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/67.0.3396.99 Safari/537.36",
"Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/64.0.3282.186 Safari/537.36",
"Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/62.0.3202.62 Safari/537.36",
"Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.101 Safari/537.36",
"Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 6.0)",
"Mozilla/5.0 (Macintosh; U; PPC Mac OS X 10.5; en-US; rv:1.9.2.15) Gecko/20110303 Firefox/3.6.15",
"Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; Maxthon 2.0)",
"Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1; TencentTraveler 4.0)",
"Mozilla/4.0 (compatible; MSIE 7.0; Windows NT 5.1)",
"Mozilla/4.0 (compatible; MSIE 6.0; ) Opera/UCWEB7.0.2.37/28/999",
"Mozilla/5.0 (compatible; MSIE 9.0; Windows Phone OS 7.5; Trident/5.0; IEMobile/9.0; HTC; Titan)"
]
header = {'User-Agent': random.choice(user_agent_list)}
# 如果超时，重新进行三次连接
reconnect = 0
while reconnect < 3:
try:
with requests.get(url=url, headers=header, stream=True, timeout=20) as rep:
# 得到中文乱码，查询网页编码方式为utf-8
rep.encoding = 'utf-8'
# 解析网页
soup = BeautifulSoup(rep.text, 'html.parser')
return soup
except (requests.exceptions.RequestException, ValueError):
reconnect += 1
return []
# 获取今日天气数据
def get_content(soup, i):
# 返回的是从今天开始一周7天的天气，下标[0]表示今天，如需后面几天的数据，修改下标即可
weather = soup.findAll(name="p", attrs={"class": "wea"})[i].text
weather.replace('\\n', '')
# print(weather)
# 气温同理，下标[0]表示今天最高气温/最低气温
temperature = soup.findAll(name="p", attrs={"class": "tem"})[i].text
temperature = temperature.strip() # strip()用于剔除数据中的空格
# print(temperature)
# 风向同理，下标[0]表示今天风向
wind_direction = soup.findAll(name="p", attrs={"class": "win"})[i].find(name="span")['title']
# print(wind_direction)
# 风级同理，下标[0]表示今天风级
wind_scale = soup.findAll(name="p", attrs={"class": "win"})[i].find(name="i").text
# print(wind_scale)
return weather, temperature, wind_direction, wind_scale
if __name__ == '__main__':
file = r"./天气.txt"
path = os.getcwd()
if os.path.exists(file):
os.remove(file)
url = 'http://www.weather.com.cn/weather/101120101.shtml'
soup = getHtml(url)
for i in range(7):
time = datetime.date.today() + datetime.timedelta(days=i)
weather, temperature, wind_direction, wind_scale = get_content(soup, i)
with open(file, mode='a', encoding='utf-8') as f:
f.write("日期: " + str(time) + "\n")
f.write("天气：" + weather + "\n")
f.write("气温：" + temperature + "\n")
f.write("风向：" + wind_direction + "\n")
f.write("风级：" + wind_scale + "\n")
f.write("\n")
总体不难，比较实用，mark一下。
标签：soup,Windows,Mozilla,爬虫,实践,获取,537.36,weather,wind 来源： https://blog.csdn.net/qq1198768105/article/details/122850867