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Lesson2.py
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200 lines (167 loc) · 8.91 KB
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from bs4 import BeautifulSoup
#import lxml
import requests
import json
import time
import random
import re
from pymongo import MongoClient
class findJob:
USER_AGENT = 'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:69.0) Gecko/20100101 Firefox/69.0'
def __init__(self): # , spec, page_start, pages, sleep_min, sleep_max):
self.spec_list = False
self.spec_to_parse = False
self.parse_sleep_min = 10
self.parse_sleep_max = 20
self.is_hh = False
self.is_sj = False
self.hh_page_start = 0
self.sj_page_start = 0
self.sleep_min = 1
self.sleep_max = 5
self.vak_array = []
def get_init_data(self):
self.chooose_spec()
self.is_hh = int(input("Парсить HH? 0 - нет; 1 - да"))
if self.is_hh == 1:
self.hh_page_start = int(input("Номер страницы с которой начать парсить HH. 0 - с первой страницы"))
if self.hh_page_start < 0: self.hh_page_to_parse = 0
self.hh_page_to_parse = int(input("Сколько страниц парсить. Минимум 1"))
if self.hh_page_to_parse < 1: self.hh_page_to_parse = 1
else:
self.is_hh = 0
self.is_sj = int(input("Парсить SJ? 0 - нет; 1 - да"))
if self.is_sj == 1:
self.sj_page_start = int(input("Номер страницы с которой начать парсить SJ. 0 - с первой страницы"))
if self.sj_page_start < 0: self.sj_page_start = 0
self.sj_page_to_parse = int(input("Сколько страниц парсить. Минимум 1"))
if self.sj_page_to_parse < 1: self.sj_page_to_parse = 1
else:
self.is_sj = 0
def check_init_data(self):
if self.is_hh:
print(f"Будет осуществляться парсинг HH")
print(f" Парсинг начнётся со страницы {self.hh_page_start}")
print(f" Количество обрабатываемых страниц {self.hh_page_to_parse}")
if self.is_sj:
print(f"Будет осуществляться парсинг HH")
print(f" Парсинг начнётся со страницы {self.sj_page_start}")
print(f" Количество обрабатываемых страниц {self.sj_page_to_parse}")
def parse_start(self):
if self.is_hh:
for i in range(self.hh_page_start, self.hh_page_start+self.hh_page_to_parse):
self.get_hh_spec_page(i)
if self.is_sj:
for i in range(self.sj_page_start, self.sj_page_start + self.sj_page_to_parse):
self.get_sj_spec_page(i)
def save_result_to_db(self):
mongo_url = 'mongodb://localhost:27017/'
client = MongoClient(mongo_url)
database = client.lesson2
collection = database.lessonnnn2
x = collection.insert_many(self.vak_array)
print(x.inserted_ids)
def get_spec_list(self):
url = "https://www.superjob.ru/vakansii/"
request = requests.get(url, headers={'User-Agent': self.USER_AGENT})
soup = BeautifulSoup(request.text, "lxml")
body = soup.html.body
vakansii = body.findAll("a", attrs={"href": re.compile("/vakansii/(.*?).html")})
result = []
for i in range(len(vakansii)):
result.append({"vak_name": vakansii[i].text,
"vak_link": vakansii[i]['href']})
self.spec_list = result
def chooose_spec(self):
print(f"Список доступных профессий")
for i in range(len(self.spec_list)):
print(f"[{i}] - {self.spec_list[i]['vak_name']}")
self.spec_to_parse = int(input(f"Введите число соответствующее профессии:"))
def get_result_array(self):
return self.vak_array
def get_hh_spec_page(self, page=False, base_url="https://ekaterinburg.hh.ru/search/vacancy?clusters=true&enable_snippets=true&no_magic=true&area=113&from=cluster_area&showClusters=true&text="):
final_url = f"{base_url}{self.spec_list[self.spec_to_parse]['vak_name'].replace(' ', '+')}{f'&page={page-1}' if page>1 else ''}"
#print(final_url)
response = requests.get(final_url, headers={'User-Agent': self.USER_AGENT})
#print(response)
soup = BeautifulSoup(response.text, "lxml")
body = soup.html.body
#print(body)
vakansii = body.findAll("div", attrs={"class": re.compile("vacancy-serp-item__row vacancy-serp-item__row_header")})
#print(vakansii)
for i in range (len(vakansii)):
#print(vakansii[i])
vak_data = vakansii[i].find("a")
#print(vak_data)
vak_name = vak_data.text
#print(vak_name)
vak_link = vak_data.get('href')
vak_price_min = "Не указано"
vak_price_max = "Не указано"
vak_price = vakansii[i].find("div", attrs={"class": "vacancy-serp-item__compensation"})
if vak_price != None:
temp_price = vak_price.text.replace(" руб.", "")
temp_price = temp_price.replace(u"\xa0", "")
if "от" in temp_price:
temp_price = temp_price.replace("от", "")
vak_price_min = temp_price
elif "до" in temp_price:
temp_price = temp_price.replace("до", "")
vak_price_max = temp_price
else:
temp_price=temp_price.split("-")
vak_price_min=temp_price[0]
vak_price_max=temp_price[1]
print(f"Вакансия: {vak_name}")
print(f"Максимальная ЗП: {vak_price_max}")
print(f"Минимальная ЗП: {vak_price_min}")
print(f"Ссылка: {vak_link}")
print(f"Источник: {vak_link.split('/')[2]}")
print("=========================================")
self.vak_array.append({"vac_name": vak_name,
"vac_price_max": vak_price_max,
"vac_price_min": vak_price_min,
"vac_link": vak_link,
"vac_source": vak_link.split('/')[2]})
time.sleep(random.randint(self.sleep_min, self.sleep_max))
def get_sj_spec_page(self, page=False, base_url="https://www.superjob.ru"):
final_url = f"{base_url}{self.spec_list[self.spec_to_parse]['vak_link']}{f'?page={page}' if page>1 else ''}"
response = requests.get(final_url, headers={'User-Agent': self.USER_AGENT})
soup = BeautifulSoup(response.text, "lxml")
body = soup.html.body
vakansii = body.findAll("script", attrs={"type": "application/ld+json"})
json_vak = json.loads(vakansii[1].text)
for row in json_vak["itemListElement"]:
response2 = requests.get(row["url"], headers={'User-Agent': self.USER_AGENT})
soup2 = BeautifulSoup(response2.text, "lxml")
cur_vakansija = soup2.html.body.findAll("script", attrs={"type": "application/ld+json"})
json_cur_vakansija = json.loads(cur_vakansija[1].text)
print(f"Вакансия: {json_cur_vakansija['title']}")
min_price = "Не указано"
max_price = "Не указано"
if json_cur_vakansija.get('baseSalary', False):
if json_cur_vakansija['baseSalary'].get('value', False):
if json_cur_vakansija['baseSalary']['value'].get('minValue', False):
min_price = json_cur_vakansija['baseSalary']['value']['minValue']
if json_cur_vakansija['baseSalary']['value'].get('maxValue', False):
max_price = json_cur_vakansija['baseSalary']['value']['maxValue']
print(f"Максимальная ЗП: {max_price}")
print(f"Минимальная ЗП: {min_price}")
print(f"Ссылка: {json_cur_vakansija['url']}")
print(f"Источник: {json_cur_vakansija['url'].split('/')[2]}")
print("=========================================")
self.vak_array.append({"vac_name": json_cur_vakansija['title'],
"vac_price_max": max_price,
"vac_price_min": min_price,
"vac_link": json_cur_vakansija['url'],
"vac_source": json_cur_vakansija['url'].split('/')[2]})
time.sleep(random.randint(self.sleep_min, self.sleep_max))
if __name__ == "__main__":
parse_jobs = findJob()
parse_jobs.get_spec_list()
parse_jobs.get_init_data()
parse_jobs.parse_start()
parse_jobs.save_result_to_db()
print(1)
print(4)
exit(0)