抓取招聘网站数据

智联招聘

#-*- coding: utf-8 -*-
#智联招聘数据python3
#目录为/Users/tqh/Desktop/python
import re
import csv
import requests
from tqdm import tqdm
from urllib.parse import urlencode
from requests.exceptions import RequestException

def get_one_page(city, keyword, region, page):
    '''
    获取网页html内容并返回
    '''
    paras = {
        'jl': city,         # 搜索城市
        'kw': keyword,      # 搜索关键词 
        'isadv': 0,         # 是否打开更详细搜索选项
        'isfilter': 1,      # 是否对结果过滤
        'p': page,          # 页数
        # 're': region        # region的缩写，地区，2005代表海淀
    }

    headers = {
        'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/63.0.3239.132 Safari/537.36',
        'Host': 'sou.zhaopin.com',
        'Referer': 'https://www.zhaopin.com/',
        'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8',
        'Accept-Encoding': 'gzip, deflate, br',
        'Accept-Language': 'zh-CN,zh;q=0.9'
    }

    url = 'https://sou.zhaopin.com/jobs/searchresult.ashx?' + urlencode(paras)
    try:
        # 获取网页内容，返回html数据
        response = requests.get(url, headers=headers)
        # 通过状态码判断是否获取成功
        if response.status_code == 200:
            return response.text
        return None
    except RequestException as e:
        return None

def parse_one_page(html):
    '''
    解析HTML代码，提取有用信息并返回
    '''
    # 正则表达式进行解析
    pattern = re.compile('(.*?).*?'        # 匹配职位信息
        '(.*?).*?'     # 匹配公司网址和公司名称
        '(.*?)', re.S)                                # 匹配月薪      

    # 匹配所有符合条件的内容
    items = re.findall(pattern, html)   

    for item in items:
        job_name = item[0]
        job_name = job_name.replace('', '')
        job_name = job_name.replace('', '')
        yield {
            'job': job_name,
            'website': item[1],
            'company': item[2],
            'salary': item[3]
        }

def write_csv_file(path, headers, rows):
    '''
    将表头和行写入csv文件
    '''
    # 加入encoding防止中文写入报错
    # newline参数防止每写入一行都多一个空行
    with open(path, 'a', encoding='gb18030', newline='') as f:
        f_csv = csv.DictWriter(f, headers)
        f_csv.writeheader()
        f_csv.writerows(rows)

def write_csv_headers(path, headers):
    '''
    写入表头
    '''
    with open(path, 'a', encoding='gb18030', newline='') as f:
        f_csv = csv.DictWriter(f, headers)
        f_csv.writeheader()

def write_csv_rows(path, headers, rows):
    '''
    写入行
    '''
    with open(path, 'a', encoding='gb18030', newline='') as f:
        f_csv = csv.DictWriter(f, headers)
        f_csv.writerows(rows)

def main(city, keyword, region, pages):
    '''
    主函数
    '''
    #'zl_' + city + '_' + keyword
    filename =  '/Users/tqh/Desktop/python/'+'智联招聘_' + city + '_' + keyword+ '.csv'
    headers = ['job', 'website', 'company', 'salary']
    write_csv_headers(filename, headers)
    for i in tqdm(range(pages)):
        '''
        获取该页中所有职位信息，写入csv文件
        '''
        jobs = []
        html = get_one_page(city, keyword, region, i)
        items = parse_one_page(html)
        for item in items:
            jobs.append(item)
        write_csv_rows(filename, headers, jobs)

if __name__ == '__main__':
    main('成都', 'iOS', 2005, 10)