我是涉足网络抓取工具的新手。我做了一些有用的东西，但是要获得我所需的一切却需要花费数小时。我读了一些有关使用并行处理来处理URL的信息，但是我不知道如何进行处理并将其合并到已有的内容中。非常感谢帮助！
这是我的代码，仍然非常混乱。我还在学习:)
from selenium import webdriver
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.common.exceptions import TimeoutException
from bs4 import BeautifulSoup
from selenium.common.exceptions import NoSuchElementException
import time
import random
import pprint
import itertools
import csv
import pandas as pd
start_url = "https://www.nationalevacaturebank.nl/vacature/zoeken?query=&location=&distance=city&limit=100&sort=relevance&filters%5BcareerLevel%5D%5B%5D=Starter&filters%5BeducationLevel%5D%5B%5D=MBO"
driver = webdriver.Firefox()
driver.set_page_load_timeout(20)
driver.get(start_url)
driver.find_element_by_xpath('//*[@id="form_save"]').click() #accepts cookies
wait = WebDriverWait(driver, random.randint(1500,3200)/1000.0)
j = random.randint(1500,3200)/1000.0
time.sleep(j)
num_jobs = int(driver.find_element_by_xpath('/html/body/div[3]/div/main/div[2]/div[3]/div/header/h2/span').text)
num_pages = int(num_jobs/102)
urls = []
list_of_links = []
for i in range(num_pages+1):
try:
elements = wait.until(EC.presence_of_all_elements_located((By.XPATH, '//*[@id="search-results-container"]//article/job/a')))
for i in elements:
list_of_links.append(i.get_attribute('href'))
j = random.randint(1500,3200)/1000.0
time.sleep(j)
if 'page=3' not in driver.current_url:
driver.find_element_by_xpath('//html/body/div[3]/div/main/div[2]/div[3]/div/paginator/div/nav[1]/ul/li[6]/a').click()
else:
driver.find_element_by_xpath('//html/body/div[3]/div/main/div[2]/div[3]/div/paginator/div/nav[1]/ul/li[5]/a').click()
url = driver.current_url
if url not in urls:
print(url)
urls.append(url)
else:
break
except:
continue
set_list_of_links = list(set(list_of_links))
print(len(set_list_of_links), "results")
driver.close()
def grouper(n, iterable):
it = iter(iterable)
while True:
chunk = tuple(itertools.islice(it, n))
if not chunk:
return
yield chunk
def remove_empty_lists(l):
keep_going = True
prev_l = l
while keep_going:
new_l = remover(prev_l)
#are they identical objects?
if new_l == prev_l:
keep_going = False
#set prev to new
prev_l = new_l
#return the result
return new_l
def remover(l):
newlist = []
for i in l:
if isinstance(i, list) and len(i) != 0:
newlist.append(remover(i))
if not isinstance(i, list):
newlist.append(i)
return newlist
vacatures = []
chunks = grouper(100, set_list_of_links)
chunk_count = 0
for chunk in chunks:
chunk_count +=1
print(chunk_count)
j = random.randint(1500,3200)/1000.0
time.sleep(j)
for url in chunk:
driver = webdriver.Firefox()
driver.set_page_load_timeout(20)
try:
driver.get(url)
driver.find_element_by_xpath('//*[@id="form_save"]').click() #accepts cookies
vacature = []
vacature.append(url)
j = random.randint(1500,3200)/1000.0
time.sleep(j)
elements = driver.find_elements_by_tag_name('dl')
p_elements = driver.find_elements_by_tag_name('p')
li_elements = driver.find_elements_by_tag_name('li')
for i in elements:
if "Salaris:" not in i.text:
vacature.append(i.text)
running_text = list()
for p in p_elements:
running_text.append(p.text)
text= [''.join(running_text)]
remove_ls = ['vacatures', 'carrièretips', 'help', 'inloggen', 'inschrijven', 'Bezoek website', 'YouTube',
'Over Nationale Vacaturebank', 'Werken bij de Persgroep', 'Persberichten', 'Autotrack', 'Tweakers',
'Tweakers Elect', 'ITBanen', 'Contact', 'Carrière Mentors', 'Veelgestelde vragen',
'Vacatures, stages en bijbanen', 'Bruto Netto Calculator', 'Salariswijzer', 'Direct vacature plaatsen',
'Kandidaten zoeken', 'Bekijk de webshop', 'Intermediair', 'Volg ons op Facebook']
for li in li_elements:
if li.text not in remove_ls:
text.append(li.text)
text = ''. join(text)
vacature.append(text)
vacatures.append(vacature)
driver.close()
except TimeoutException as ex:
isrunning = 0
print("Exception has been thrown. " + str(ex))
driver.close()
except NoSuchElementException:
continue