基于知识图谱的医生推荐系统python实现源码+数据（高分毕业设计）.zip

# -*- coding: utf-8 -*- import requests import scrapy import re import json from lxml import etree from hdf.items import DoctorItem, DiseaseItem, ErrorItem class HdfSpiderSpider(scrapy.Spider): with open('disease.txt', 'r') as f: name = [i.strip() for i in f.readlines()][0] allowed_domains = ['www.haodf.com', 'jiankanghao.haodf.com', 'm.haodf.com'] def errback_http(self, failure): print("error", failure) all_item = failure.request.meta.get('all_item') if all_item: all_item['sale'] = '' all_item['like_num'] = '' all_item['buy_price'] = '' all_item['online_num'] = '' all_item['hot_num'] = '' yield all_item doctor_item = failure.request.meta.get('doctor_item') if doctor_item: doctor_item['hospital_lever'] = '' yield doctor_item request = failure.request error_item = ErrorItem() error_item['error_method'] = 'errback_http' error_item['error_content'] = '{}'.format(failure) error_item['error_url'] = '{}'.format(request.url) error_item['error_response'] = '' yield error_item def start_requests(self): disease_ls = [self.name] if 'ke' in self.name: for disease in disease_ls: headers = { 'Host': 'www.haodf.com', 'Connection': 'keep-alive', 'Pragma': 'no-cache', 'Cache-Control': 'no-cache', # 'sec-ch-ua': '"Chromium";v="92", " Not A;Brand";v="99", "Google Chrome";v="92"', 'sec-ch-ua-mobile': '?0', # 'Upgrade-Insecure-Requests': '1', 'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/92.0.4515.131 Safari/537.36', 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9', 'Sec-Fetch-Site': 'same-origin', 'Sec-Fetch-Mode': 'navigate', 'Sec-Fetch-User': '?1', 'Sec-Fetch-Dest': 'document', # 'Referer': 'https://www.haodf.com/', 'Accept-Encoding': 'gzip, deflate, br', 'Accept-Language': 'zh-CN,zh;q=0.9', } url = 'https://www.haodf.com/doctor/list-all-{}.html?p=1'.format(disease) yield scrapy.Request( url=url, callback=self.parse, headers=headers, errback=self.errback_http, meta={'disease': disease} ) else: for disease in disease_ls: headers = { 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9', 'Accept-Encoding': 'gzip, deflate, br', 'Accept-Language': 'zh-CN,zh;q=0.9', 'Cache-Control': 'no-cache', 'Connection': 'keep-alive', 'Host': 'www.haodf.com', 'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/92.0.4515.131 Safari/537.36', } url = 'https://www.haodf.com/citiao/jibing-{}/tuijian-doctor.html'.format(disease) yield scrapy.Request( url=url, callback=self.parse, headers=headers, errback=self.errback_http, meta={'disease': disease} ) def parse(self, response): disease = response.meta.get('disease') try: if 'ke' in disease: try: html = response.body.decode('gb2312') except: print(response.request.url) html = response.body.decode('gbk') html = etree.HTML(html) doc_list = html.xpath('//div[@class="d-doc-list"]/ul/li') for li in doc_list: doctor_name = li.xpath('.//span[@class="doc-name"]/a/text()')[0].strip() # print(doctor_name) doctor_id = re.search(r'/(\d+)\.html$', li.xpath('.//span[@class="doc-name"]/a/@href')[0].strip()).group(1) print('获取->{}<-医生:'.format(self.name), doctor_id, doctor_name) url2 = 'https://www.haodf.com/ndoctor/ajaxGetSrvDocInfo?doctorId={}'.format(doctor_id) headers2 = { 'accept': 'application/json, text/plain, */*', 'accept-encoding': 'gzip, deflate, br', 'accept-language': 'zh-CN,zh;q=0.9', 'if-none-match': 'W/"1ce-lpqDXO1HihbefSgpyc5PYA"', 'referer': 'https://www.haodf.com/doctor/{}/fuwu-wenzhen.html'.format(doctor_id), 'sec-ch-ua': '" Not A;Brand";v="99", "Chromium";v="99", "Google Chrome";v="99"', 'sec-ch-ua-mobile': '?0', 'sec-ch-ua-platform': "Windows", 'sec-fetch-dest': 'empty', 'sec-fetch-mode': 'cors', 'sec-fetch-site': 'same-origin', 'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/99.0.4844.51 Safari/537.36', } yield scrapy.Request( url=url2, callback=self.parse_item, errback=self.errback_http, headers=headers2, meta={'disease': disease, 'doctor_id': doctor_id, 'doctor_name': doctor_name} ) next_page = response.xpath('//div[@class="page_turn"]/a[contains(string(), "下一页")]/@href').extract_first() if next_page: page_num = int(re.search(r'\d+', next_page).group()) if page_num > 100: return url2 = 'https://www.haodf.com' + next_page headers2 = { 'Accept': '*/*', 'Accept-Encoding': 'gzip, deflate, br', 'Accept-Language': 'zh-CN,zh;q=0.9', 'Cache-Control': 'no-cache', 'Connection': 'keep-alive', 'Content-Type': 'application/x-www-form-urlencoded; charset=UTF-8', 'Host': 'www.haodf.com', # 'Referer': 'https://www.haodf.com/citiao/jibing-{}/tuijian-doctor.html?p={}'.format(disease, i-1), 'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/92.0.4515.131 Safari/537.36', 'X-Requested-With': 'XMLHttpRequest', 'sec-ch-ua': '"Chromium";v="92", " Not A;Brand";v="99", "Google Chrome";v="92"', 'sec-ch-ua-mobile': '?0', 'Sec-Fetch-Dest': 'empty', 'Sec-Fetch-Mode': 'cors', 'Sec-Fetch-Site': 'same-origin', # 'Cookie': '__jsluid_s=e9de4106b3ad37ddef0d7335a9533810; g=66247_1626181968043; CNZZDATA-FE=CNZZDATA-FE; g=HDF.183.60ed91502cd78; Hm_lvt_dfa5478034171cc641b1639b2a5b717d=1638847995; Hm_lpvt_dfa5478034171cc641b1639b2a5b717d=1638849256' } yield scrapy.Request( url2, callback=self.parse, errback=self.errback_http,