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linkedin.py
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import sys
import json
import time
import getopt
import subprocess
from selenium import webdriver
from selenium.common.exceptions import NoSuchElementException
from selenium.common.exceptions import TimeoutException
from selenium.webdriver.common.by import By
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.support.ui import WebDriverWait
class LinkedinController:
LOGIN_USER_VALUE = 'YOUR_EMAIL'
LOGIN_PASS_VALUE = 'YOUR_PASSWORD'
TIMEOUT = 5
INITIAL_URL = 'https://www.linkedin.com/'
LOGIN_USER_PATH = '#login-email'
LOGIN_PASS_PATH = '#login-password'
LOGIN_SUBMIT_PATH = '#loginbutton > input[type="submit"]'
SEARCH_BAR_PATH = 'input.inputtext'
SEARCH_URL = 'https://www.linkedin.com/vsearch/p?type=people&f_G=mx%3A0&keywords='
SEARCH_URL_PAGE_NUMBER = '&page_num='
SEARCH_PEOPLE_URL = '/keywords_users?ref=top_filter'
SEARCH_WORK_STRING = 'People who work at '
USER_CONTAINER_PATH = '#results'
USER_LIST_CONTAINER_PATH = '#results li.result'
USER_NAME_PATH = 'div > h3 > a'
USER_POSITION_PATH = 'div > dl.snippet > dd > p'
USER_LOCATION_PATH = 'div > dl.demographic'
USER_COMMON_PATH = 'div > div.related-wrapper.collapsed > ul > li.shared-conn > a'
USER_DESCRIPTION_PATH = 'div > div.description'
USER_IMAGE_PATH = 'a img'
USER_URL_PATH = 'a'
USER_FRIENDLY_URL_PATH = '.view-public-profile'
WAIT = 99999
driver = None
data = {}
def loadPage(self, page):
try:
self.driver.get(page)
return True
except TimeoutException:
return False
def submitForm(self, element):
try:
element.submit()
return True
except TimeoutException:
return False
def waitShowElement(self, selector, wait=99999):
try:
wait = WebDriverWait(self.driver, wait)
element = wait.until(EC.visibility_of_element_located((By.CSS_SELECTOR, selector)))
return element
except:
return None
def waitHideElement(self, selector, wait):
try:
wait = WebDriverWait(self.driver, wait)
element = wait.until(EC.invisibility_of_element_located((By.CSS_SELECTOR, selector)))
return element
except:
return None
def getElementFrom(self, fromObject, selector):
try:
return fromObject.find_element_by_css_selector(selector)
except NoSuchElementException:
return None
def getElementsFrom(self, fromObject, selector):
try:
return fromObject.find_elements_by_css_selector(selector)
except NoSuchElementException:
return None
def getElement(self, selector):
return self.getElementFrom(self.driver, selector)
def getElements(self, selector):
return self.getElementsFrom(self.driver, selector)
def getElementFromValue(self, fromObject, selector):
element = self.getElementFrom(fromObject, selector)
if element:
return element.text
return None
def getElementValue(self, selector):
element = self.getElement(selector)
if element:
return element.text
return None
def getElementFromAttribute(self, fromObject, selector, attribute):
element = self.getElementFrom(fromObject, selector)
if element:
return element.get_attribute(attribute)
return None
def getElementAttribute(self, selector, attribute):
element = self.getElement(selector)
if element:
return element.get_attribute(attribute)
return None
def getParentNode(self, node):
return node.find_element_by_xpath('..')
def getChildNodes(self, node):
return node.find_elements_by_xpath('./*')
def selectAndWrite(self, field, value):
fieldObject = self.getElement(field)
fieldObject.send_keys(value)
return fieldObject
def waitAndWrite(self, field, value):
fieldObject = self.waitShowElement(field, self.WAIT)
fieldObject.send_keys(value)
return fieldObject
def click(self, element):
actions = webdriver.ActionChains(self.driver)
actions.move_to_element(element)
actions.click(element)
actions.perform()
def login(self):
self.loadPage(self.INITIAL_URL)
self.selectAndWrite(self.LOGIN_USER_PATH, self.LOGIN_USER_VALUE)
self.submitForm(self.selectAndWrite(self.LOGIN_PASS_PATH, self.LOGIN_PASS_VALUE))
def searchPeopleWhoWorkAt(self, company, numPage):
# companyId = self.getCompanyId(company)
url = self.SEARCH_URL + company + self.SEARCH_URL_PAGE_NUMBER + str(numPage)
self.loadPage(url)
def getCompanyId(self, company):
return '1431'
def extractUsers(self):
container = self.waitShowElement(self.USER_CONTAINER_PATH)
containers = self.getElements(self.USER_LIST_CONTAINER_PATH)
tmpList = {}
for element in containers:
userData = {}
username = self.getElementFromValue(element, self.USER_NAME_PATH)
if username:
userData['name'] = username
userData['position'] = self.getElementFromValue(element, self.USER_POSITION_PATH)
userData['description'] = self.getElementFromValue(element, self.USER_DESCRIPTION_PATH)
userData['image'] = self.getElementFromAttribute(element, self.USER_IMAGE_PATH, 'src')
userData['location'] = self.getElementFromValue(element, self.USER_LOCATION_PATH)
userData['common'] = self.getElementFromValue(element, self.USER_COMMON_PATH)
tmpUrl = self.getElementFromAttribute(element, self.USER_URL_PATH, 'href')
arrUrl = tmpUrl.split('&')
varUrl = arrUrl[0]
userData['url'] = varUrl
arrId = varUrl.split('id=')
varId = arrId[1]
userData['id'] = varId
print userData['id']
tmpList[varId] = varUrl
self.data[varId] = userData
for varId in tmpList.keys():
url = tmpList[varId]
print url
self.loadPage(url)
friendlyUrlContainer = self.waitShowElement(self.USER_FRIENDLY_URL_PATH, 20)
if friendlyUrlContainer:
friendlyUrl = friendlyUrlContainer.text
else:
friendlyUrl = url
print friendlyUrl
self.data[varId]['friendlyUrl'] = friendlyUrl
self.data[varId]['profile'] = self.getInfo(friendlyUrl)
return self.data
def close(self):
self.driver.quit()
def extractPeopleWhoWorkAt(self, company, fromPage=1, toPage=1, store='linkedin.json'):
print 'Logging in'
self.login()
toPage = toPage + 1
for numPage in range(fromPage, toPage):
print 'Searching people who work at ' + company + ' page ' + str(numPage)
self.searchPeopleWhoWorkAt(company, numPage)
print 'Extracting users'
users = self.extractUsers()
print 'Users extracted: ' + str(len(users))
self.saveToFile(store)
self.close()
return users
def getInfo(self, url):
command = 'linkedin-scraper ' + url
try:
output = subprocess.check_output(command.split())
userInfo = json.loads(output)
except:
userInfo = {}
return userInfo
def saveToFile(self, fileName):
file_ = open(fileName, 'w')
content = json.dumps(self.data, sort_keys=True, indent=4, separators=(',', ': '))
file_.write(content)
file_.close()
def __init__(self):
self.driver = webdriver.Firefox()
# self.driver = webdriver.PhantomJS()
# self.driver = webdriver.Chrome('./chromedriver')
self.driver.set_page_load_timeout(self.TIMEOUT)
def main(argv):
company = 'mexico'
fromPage = 1
toPage = 100
store = 'linkedin.json'
opts, args = getopt.getopt(argv, "b:f:t:s:")
if opts:
for o, a in opts:
if o == "-b":
company = a
elif o in ("-f"):
fromPage = int(a)
elif o in ("-t"):
toPage = int(a)
elif o in ("-s"):
store = a
linkedin = LinkedinController()
users = linkedin.extractPeopleWhoWorkAt(company=company, fromPage=fromPage, toPage=toPage, store=store)
print 'Total of users extracted: ' + str(len(users))
if __name__ == "__main__":
main(sys.argv[1:])