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+import hashlib
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+import random
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+import time
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+from pathlib import Path
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+
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+import pandas as pd
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+import redis
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+import requests
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+from loguru import logger
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+from lxml.html import fromstring, tostring
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+from pymongo import MongoClient
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+from selenium import webdriver
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+from selenium.webdriver import Chrome
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+from selenium.webdriver.common.by import By
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+
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+'''MongoDB'''
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+client = MongoClient('192.168.3.182', 27017)
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+company_tab = client['national']['company']
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+
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+'''redis服务'''
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+r = redis.Redis(
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+ connection_pool=redis.ConnectionPool(
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+ host='192.168.3.182',
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+ port=6379,
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+ password='jianyu@python',
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+ db=10
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+ ),
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+ decode_responses=True
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+)
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+redis_key = 'jzsc_2022'
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+
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+'''日志'''
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+log_path = (Path(__file__).absolute().parent / 'logs/log_{time:YYYYMMDD}.log').resolve()
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+logger.add(
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+ log_path,
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+ format='{time:YYYY-MM-DD HH:mm:ss} - {level} - {message}',
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+ level='INFO',
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+ rotation='00:00',
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+ retention='1 week',
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+ encoding='utf-8',
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+)
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+
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+'''企业资质'''
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+COMPANY_QUALITY_MAPS = {
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+ '资质类别': 'quality_type',
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+ '资质证书号': 'quality_no',
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+ '资质名称': 'quality_name',
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+ '发证日期': 'fzrq',
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+ '发证有效期': 'fzyxq',
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+ '发证机关': 'fzjg',
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+}
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+'''不良行为'''
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+BAD_BEHAVIOR_MAPS = {
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+ '诚信记录主体及编号': 'integrity_no',
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+ '决定内容': 'decide_content',
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+ '实施部门': 'ssbm',
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+ '决定日期与有效期': 'execution_date',
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+}
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+'''黑名单记录'''
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+BLACK_LIST_MAPS = {
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+ '黑名单记录主体及编号': 'black_list_no',
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+ '黑名单认定依据': 'black_list_rdyj',
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+ '认定部门': 'rdbm',
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+ '决定日期与有效期': 'execution_date',
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+}
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+'''失信联合惩戒记录'''
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+PUNISH_MAPS = {
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+ '失信记录编号': 'punish_no',
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+ '失信联合惩戒记录主体': 'punish_subject',
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+ '法人姓名': 'legal_person',
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+ '列入名单事由': 'reason',
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+ '认定部门': 'rdbm',
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+ '列入日期': 'join_date',
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+}
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+
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+CRAWL_SITE = 'http://jzsc.mohurd.gov.cn/data/company'
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+
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+
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+def sha1(*args):
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+ """
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+ 十六进制数字字符串形式摘要值
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+
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+ @param args: 字符串
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+ @return: 摘要值
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+ """
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+ hash_sha1 = hashlib.sha1()
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+ for arg in args:
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+ hash_sha1.update(arg.encode('utf-8'))
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+ return hash_sha1.hexdigest()
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+
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+
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+def get_proxy(scheme=None, default=None, socks5h=False):
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+ url = 'http://cc.spdata.jianyu360.com/crawl/proxy/socks5/fetch'
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+ headers = {'Authorization': 'Basic amlhbnl1MDAxOjEyM3F3ZSFB'}
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+
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+ try:
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+ proxy = requests.get(url, headers=headers, timeout=15).json()
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+ except requests.RequestException:
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+ return default
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+
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+ if not proxy:
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+ logger.debug('暂无代理...')
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+ return default
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+
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+ proxies = proxy.get('data')
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+ if proxies:
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+ if socks5h:
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+ proxy_items = proxies.get('http')
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+ proxy_h = {
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+ 'http': proxy_items.replace('socks5', 'socks5h'),
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+ 'https': proxy_items.replace('socks5', 'socks5h')
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+ }
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+ proxies = proxy_h
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+
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+ return proxies if not scheme else proxies.get(scheme, default)
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+
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+
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+def html2element(html):
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+ return fromstring(html)
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+
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+
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+def element2html(lxml_element):
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+ return tostring(lxml_element, encoding='utf-8').decode()
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+
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+
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+def display_prompt_popup(html):
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+ _element = html2element(html)
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+ node = _element.xpath('//div[@class="el-dialog__wrapper"]')[0]
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+ _popup_style = node.attrib.get('style')
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+ if _popup_style is not None:
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+ _styles = str(_popup_style).split(';')
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+ res = list(filter(lambda x: len(x) > 0, _styles))[-1].strip().lower()
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+ if res == 'display: none':
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+ '''无提示弹框'''
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+ return False
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+ '''有提示弹框'''
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+ return True
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+
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+
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+def display_geetest_panel(html):
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+ _element = html2element(html)
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+ node = _element.xpath('//div[@class="geetest_panel_next"]')
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+ if len(node) == 0:
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+ '''无验证码'''
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+ return False
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+ _geetest_panel = node[0]
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+ geetest_style = _geetest_panel.attrib.get('style')
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+ if geetest_style is not None and geetest_style == 'display: block;':
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+ '''有验证码'''
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+ return True
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+ else:
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+ '''无验证码'''
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+ return False
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+
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+
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+def prompt_popup(driver: Chrome, wait_time=None):
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+ while True:
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+ if not display_prompt_popup(driver.page_source):
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+ break
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+ logger.info(">>> 点击提示弹框")
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+ driver.find_element_by_xpath('//div[@class="el-dialog captchaDilaog"]/div[3]/div/button[1]').click()
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+ time.sleep(1)
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+ '''流程之间的间隔时间'''
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+ _wait_time = (wait_time or 1)
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+ time.sleep(_wait_time)
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+
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+
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+def geetest_panel(driver: Chrome, wait_time=None, save_img_to_local=False):
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+ while True:
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+ if not display_geetest_panel(driver.page_source):
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+ break
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+ logger.info(">>> 验证码检测")
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+
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+ text = input("通过验证后，结束等待。请输入:y")
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+ if text == 'y':
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+ continue
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+
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+ _wait_time = (wait_time or 1)
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+ time.sleep(wait_time)
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+
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+
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+def check_page(driver: Chrome, wait_time=None, **kwargs):
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+ """检查页面"""
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+ wait_time = (wait_time or 1)
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+ prompt_popup(driver, wait_time=wait_time)
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+ geetest_panel(
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+ driver,
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+ wait_time=wait_time,
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+ save_img_to_local=kwargs.get('save_img_to_local'),
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+ )
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+
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+
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+def click(driver: Chrome, button, wait_time=None, allow_check_page=False, run_js=True):
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+ if run_js:
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+ driver.execute_script("arguments[0].click();", button)
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+ else:
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+ button.click()
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+
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+ wait_time = (wait_time or 1)
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+ time.sleep(wait_time)
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+ if allow_check_page:
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+ check_page(driver, wait_time=wait_time)
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+
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+
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+def click_query(driver: Chrome, wait_time=None):
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+ """查询按钮"""
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+ button = driver.find_element_by_class_name("ssButton")
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+ wait_time = (wait_time or 1)
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+ click(driver, button, wait_time=wait_time)
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+
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+
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+def next_page(driver: Chrome):
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+ element = html2element(driver.page_source)
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+ node = element.xpath('//button[@class="btn-next"]')[0]
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+ attrib = node.attrib.get('disabled')
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+ if attrib is not None and attrib == 'disabled':
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+ '''最大页码'''
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+ return False
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+ else:
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+ '''继续翻页'''
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+ button = driver.find_element_by_class_name('btn-next')
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+ click(driver, button)
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+ return True
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+
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+
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+def current_page(html):
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+ element = html2element(html)
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+ nodes = element.xpath('//ul[@class="el-pager"]/li')
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+ for node in nodes:
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+ if node.attrib.get('class') == 'number active':
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+ return node.text
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+
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+
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+def extract_content(html):
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+ """抽取页面结构化数据"""
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+ results = []
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+ '''字段映射表'''
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+ _maps = {
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+ **COMPANY_QUALITY_MAPS,
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+ **BAD_BEHAVIOR_MAPS,
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+ **BLACK_LIST_MAPS,
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+ **PUNISH_MAPS,
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+ }
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+ '''转化成dataframe'''
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+ dfs = pd.read_html(html)
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+ if len(dfs) == 2:
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+ columns = list(dfs[0].columns.array)
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+ values = dfs[1].values
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+ '''合并内容'''
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+ panel_container = [dict(zip(columns, val)) for val in values]
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+ '''转换字段'''
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+ for item in panel_container:
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+ _item = {}
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+ for key, val in item.items():
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+ if key in _maps:
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+ _item[_maps[key]] = val
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+ results.append(_item)
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+ return results
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+
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+
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+def crawl_spider(driver: Chrome, handler):
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+ """采集爬虫"""
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+ exception_count = 0
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+ td_elements = driver.find_elements(By.XPATH, value='//table[@class="el-table__body"]//tr/td[3]')
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+ for td_element in td_elements:
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+ if exception_count > 3:
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+ '''数据异常,停止采集'''
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+ return False
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+ title = td_element.text
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+ '''使用公司名称进行去重'''
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+ if r.hexists(redis_key, sha1(title)):
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+ logger.info(f"[重复数据]{title} - 丢弃")
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+ continue
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+ button = td_element.find_element_by_class_name("link")
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+ click(driver, button, wait_time=random.randint(3, 10), run_js=False)
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+ for current_handler in driver.window_handles:
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+ if current_handler == handler:
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+ continue
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+ '''切换到弹出页面'''
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+ driver.switch_to.window(current_handler)
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+ current_url = driver.current_url
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+ '''首次进入详情页,检查提示弹框和验证码面板'''
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+ check_page(driver, wait_time=random.randint(2, 6))
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+ '''企业数据处理'''
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+ company = {}
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+ '''企业基础数据'''
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+ element = html2element(driver.page_source)
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+ nodes = element.xpath('//div[@class="detaile-header__info--table"]')
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+ for node in nodes:
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+ credit_no = "".join(node.xpath('./div[1]/div[1]/div[2]/text()')).strip()
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+ legal_person = "".join(node.xpath('./div[1]/div[2]/div[2]/text()')).strip()
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+ company_type = "".join(node.xpath('./div[2]/div[1]/div[2]/text()')).strip()
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+ address = "".join(node.xpath('./div[2]/div[2]/div[2]/text()')).strip()
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+ business_address = "".join(node.xpath('./div[3]/div[1]/div[2]/text()')).strip()
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+ company = {
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+ 'company_name': title, # 企业名称
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+ 'credit_no': credit_no, # 统一社会信用代码
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+ 'legal_person': legal_person, # 企业法定代表人
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+ 'company_type': company_type, # 企业登记注册类型
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+ 'address': address, # 企业注册属地
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+ 'business_address': business_address, # 企业经营地址
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+ 'industry': '', # 所属行业
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+ 'register_date': '', # 注册时间
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+ 'tel_phone': '', # 联系方式
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+ }
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+ # logger.info(item)
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+
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+ '''企业资质'''
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+ try:
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+ element = html2element(driver.page_source)
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+ node = element.xpath('//div[@class="panel-container"]')[0]
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+ company_quality_html = element2html(node)
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+ company_quality = extract_content(company_quality_html)
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+ company['company_quality'] = company_quality
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+ company['company_quality_html'] = {'html': company_quality_html}
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+ except IndexError:
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+ pass
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+
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+ '''注册人员'''
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+ try:
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+ company_staff = driver.find_element_by_id("tab-companyStaff")
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+ click(driver, company_staff, allow_check_page=True)
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+ reg_buttons = driver.find_elements(by=By.XPATH, value='//div[contains(@id, "tab-")]/span')
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+ logger.info(f'>>> 人员注册类别 <<<')
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+ for element in reg_buttons:
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+ # TODO 页面需翻页的逻辑未添加
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+ logger.info(f'[{element.text}]')
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+ click(driver, element, wait_time=random.randint(1, 3))
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+
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+ registrar = []
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+ element = html2element(driver.page_source)
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+ nodes = element.xpath('//div[@id="pane-companyStaff"]//table[@class="el-table__body"]//tr')
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+ for node in nodes:
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+ name = "".join(node.xpath('./td[2]//span/text()')).strip()
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+ id_no = "".join(node.xpath('./td[3]/div/text()')).strip()
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+ reg_type = "".join(node.xpath('./td[4]/div/text()')).strip()
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+ reg_no = "".join(node.xpath('./td[5]/div/text()')).strip()
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+ reg_major = "".join(node.xpath('./td[6]/div/text()')).strip()
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+ registrar.append({
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+ 'name': name, # 姓名
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+ 'id_no': id_no, # 身份证号
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+ 'reg_type': reg_type, # 注册类别
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+ 'reg_no': reg_no, # 注册号(执业印章号)
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+ 'reg_major': reg_major, # 注册专业
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+ })
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+ company['company_staff'] = registrar
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+ except IndexError:
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+ pass
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+
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+ '''不良行为'''
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+ try:
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+ bad_behavior = driver.find_element_by_id('tab-badBehavior')
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+ click(driver, bad_behavior, allow_check_page=True)
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+ element = html2element(driver.page_source)
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+ node = element.xpath('//div[@aria-labelledby="tab-badBehavior"]/div')[0]
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+ bad_behavior_html = element2html(node)
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+ bad_behaviors = extract_content(bad_behavior_html)
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+ company['bad_behavior'] = bad_behaviors
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+ company['bad_behavior_html'] = {'html': bad_behavior_html}
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+ except IndexError:
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+ pass
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+
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+ '''黑名单记录'''
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+ try:
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+ black_list = driver.find_element_by_id('tab-blackList')
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+ click(driver, black_list, allow_check_page=True)
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+ element = html2element(driver.page_source)
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+ node = element.xpath('//div[@id="pane-blackList"]/div')[0]
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+ black_list_html = element2html(node)
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+ black_list_array = extract_content(black_list_html)
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+ company['black_list'] = black_list_array
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+ company['black_list_html'] = {'html': black_list_html}
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+ except IndexError:
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+ pass
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|
+
|
|
|
+ '''失信联合惩戒记录'''
|
|
|
+ try:
|
|
|
+ punish = driver.find_element_by_id('tab-punishLog')
|
|
|
+ click(driver, punish, allow_check_page=True)
|
|
|
+ element = html2element(driver.page_source)
|
|
|
+ node = element.xpath('//div[@id="pane-punishLog"]/div')[0]
|
|
|
+ punish_html = element2html(node)
|
|
|
+ punish_array = extract_content(punish_html)
|
|
|
+ company['punish'] = punish_array
|
|
|
+ company['punish_html'] = {'html': punish_html}
|
|
|
+ except IndexError:
|
|
|
+ pass
|
|
|
+
|
|
|
+ '''保存企业数据'''
|
|
|
+ if len(company['credit_no']) > 0:
|
|
|
+ company_tab.insert_one(company)
|
|
|
+ r.hset(redis_key, sha1(title), title)
|
|
|
+ logger.info(f'>>> {title} - {current_url} - 采集成功 - 保存入库')
|
|
|
+ else:
|
|
|
+ exception_count += 1 # 页面无企业数据
|
|
|
+ logger.info(f'>>> {title} - {current_url} - 采集失败 - 无社会信用代码')
|
|
|
+
|
|
|
+ '''关闭详情页标签'''
|
|
|
+ driver.close()
|
|
|
+ '''返回列表页'''
|
|
|
+ driver.switch_to.window(handler)
|
|
|
+ '''下一条执行时间'''
|
|
|
+ time.sleep(2)
|
|
|
+ else:
|
|
|
+ return True
|
|
|
+
|
|
|
+
|
|
|
+def downloader(driver: Chrome, handler):
|
|
|
+ while True:
|
|
|
+ logger.info(f">>> 第{current_page(driver.page_source)}页 <<<")
|
|
|
+ allow_crawl = crawl_spider(driver, handler)
|
|
|
+ '''是否继续采集'''
|
|
|
+ if not allow_crawl:
|
|
|
+ logger.info("网站数据异常,终止采集")
|
|
|
+ return False
|
|
|
+ '''翻页'''
|
|
|
+ if not next_page(driver):
|
|
|
+ logger.info('采集结束')
|
|
|
+ break
|
|
|
+ return True
|
|
|
+
|
|
|
+
|
|
|
+def select_province(driver: Chrome, records):
|
|
|
+ """选择注册属地"""
|
|
|
+ '''点击省份下拉框'''
|
|
|
+ drop_down_button = driver.find_element_by_xpath('//div[@class="region-select"]/div[1]/div[1]/span[1]/span[1]/i[contains(@class,"el-select__caret el-input__icon el-icon-arrow-up")]')
|
|
|
+ click(driver, drop_down_button, wait_time=1)
|
|
|
+ '''选择省份'''
|
|
|
+ li_elements = driver.find_elements(by=By.XPATH, value='/html/body/div[@class="el-select-dropdown el-popper"][1]/div[1]/div[1]/ul/li')
|
|
|
+ for element in li_elements:
|
|
|
+ province = element.text
|
|
|
+ if province not in records:
|
|
|
+ logger.info(f'>> 企业注册属地省份:{province} <<')
|
|
|
+ click(driver, element, wait_time=1.5)
|
|
|
+ records.append(province)
|
|
|
+ return False
|
|
|
+ else:
|
|
|
+ return True
|
|
|
+
|
|
|
+
|
|
|
+def select_categories(driver: Chrome, records):
|
|
|
+ span_elements = driver.find_elements(by=By.XPATH, value='//div[@class="labelInPut labelInPutRadio"]/span')
|
|
|
+ for element in span_elements:
|
|
|
+ qualification = element.text
|
|
|
+ if qualification not in records:
|
|
|
+ logger.info(f'>> 企业资质类别:{qualification} <<')
|
|
|
+ records.setdefault(qualification, [])
|
|
|
+
|
|
|
+ provinces = records.get(qualification)
|
|
|
+ if provinces is not None:
|
|
|
+ if len(provinces) < 32:
|
|
|
+ click(driver, element, wait_time=1.5)
|
|
|
+ crawl_finished = select_province(driver, provinces)
|
|
|
+ if not crawl_finished:
|
|
|
+ click_query(driver, wait_time=2)
|
|
|
+ return False
|
|
|
+ else:
|
|
|
+ return True
|
|
|
+
|
|
|
+
|
|
|
+def start(enable_remote_driver=False):
|
|
|
+ '''
|
|
|
+
|
|
|
+ "/Applications/Google Chrome.app/Contents/MacOS/Google Chrome" --remote-debugging-port=9222 --no-first-run --no-default-browser-check --user-data-dir="./data"
|
|
|
+
|
|
|
+ '''
|
|
|
+ options = webdriver.ChromeOptions()
|
|
|
+ if enable_remote_driver:
|
|
|
+ options.add_experimental_option("debuggerAddress", "127.0.0.1:9222")
|
|
|
+ options.add_argument("--disable-gpu")
|
|
|
+
|
|
|
+ chrome_driver = webdriver.Chrome(
|
|
|
+ executable_path="/Users/dongzhaorui/Downloads/chromedriver-mac-x64/chromedriver",
|
|
|
+ options=options
|
|
|
+ )
|
|
|
+ main_handler = chrome_driver.current_window_handle # 获取句柄
|
|
|
+ '''清除其余窗口'''
|
|
|
+ for handler in chrome_driver.window_handles:
|
|
|
+ if handler != main_handler:
|
|
|
+ chrome_driver.switch_to.window(handler)
|
|
|
+ chrome_driver.close()
|
|
|
+ chrome_driver.switch_to.window(main_handler)
|
|
|
+
|
|
|
+ chrome_driver.get(CRAWL_SITE)
|
|
|
+ time.sleep(3)
|
|
|
+ '''采集记录'''
|
|
|
+ records = {
|
|
|
+ '全部': None,
|
|
|
+ '造价咨询企业': None,
|
|
|
+ }
|
|
|
+ while True:
|
|
|
+ crawl_finished = select_categories(chrome_driver, records)
|
|
|
+ if crawl_finished:
|
|
|
+ logger.info('任务结束')
|
|
|
+ break
|
|
|
+ '''下载数据'''
|
|
|
+ _continue = downloader(chrome_driver, main_handler)
|
|
|
+ if not _continue:
|
|
|
+ break
|
|
|
+
|
|
|
+ if not enable_remote_driver:
|
|
|
+ chrome_driver.quit()
|
|
|
+
|
|
|
+
|
|
|
+if __name__ == '__main__':
|
|
|
+ # while True:
|
|
|
+ # try:
|
|
|
+ # start(enable_remote_driver=True)
|
|
|
+ # except:
|
|
|
+ # logger.info("等待100秒")
|
|
|
+ # time.sleep(100)
|
|
|
+
|
|
|
+ start(enable_remote_driver=True)
|
