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1200字范文 > 【爬虫实践】获取某城市天气数据

【爬虫实践】获取某城市天气数据

时间:2022-02-27 19:01:56

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【爬虫实践】获取某城市天气数据

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:/weather/10111.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 osimport randomimport timefrom bs4 import BeautifulSoupimport reimport 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/0303 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 = 0while 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-8rep.encoding = 'utf-8'# 解析网页soup = BeautifulSoup(rep.text, 'html.parser')return soupexcept (requests.exceptions.RequestException, ValueError):reconnect += 1return []# 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].textweather.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].texttemperature = 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_scaleif __name__ == '__main__':url = '/weather/10111.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 datetimeimport osimport randomfrom bs4 import BeautifulSoupimport 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/0303 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 = 0while 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-8rep.encoding = 'utf-8'# 解析网页soup = BeautifulSoup(rep.text, 'html.parser')return soupexcept (requests.exceptions.RequestException, ValueError):reconnect += 1return []# 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].textweather.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].texttemperature = 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_scaleif __name__ == '__main__':file = r"./天气.txt"path = os.getcwd()if os.path.exists(file):os.remove(file)url = '/weather/10111.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。

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