run4.py 18 KB

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  1. # -*- coding: utf-8 -*-
  2. #from selenium import webdriver
  3. from tkinter.tix import TEXT
  4. from seleniumwire import webdriver
  5. from selenium.webdriver.common.action_chains import ActionChains
  6. from selenium.webdriver.common.keys import Keys
  7. from selenium.webdriver.support import expected_conditions as EC
  8. from selenium.webdriver.support.wait import WebDriverWait
  9. from selenium.webdriver.common.by import By
  10. import selenium
  11. import traceback
  12. from bs4 import BeautifulSoup
  13. from utility import database_access as DA
  14. from utility.parseutils import *
  15. from utility.connect import *
  16. from datetime import datetime
  17. from requests import session
  18. import pandas as pd
  19. import dataset
  20. import time
  21. import json
  22. import re
  23. import sys, os
  24. import socket
  25. import brotli
  26. import pickle
  27. from selenium.webdriver.common.desired_capabilities import DesiredCapabilities
  28. import urllib.parse
  29. chrome_window=False
  30. globalkw=None
  31. proxyport=8787
  32. db_columns = ['id','author_page','author_name', 'profile_photo_url', 'author_review_count',
  33. 'created_at', 'text', 'photos', 'store_review_time','store_review']
  34. def write_to_file(jsobj,fname):
  35. with open(fname, 'wb') as handle:
  36. pickle.dump(jsobj, handle, protocol=pickle.HIGHEST_PROTOCOL)
  37. def build_cache(db):
  38. global reviews_table
  39. id_dict={}
  40. cursor = db.query('SELECT fid FROM google_poi.shop_list3;')
  41. for c in cursor:
  42. key = '{}'.format(c['fid'])
  43. id_dict[key]=1
  44. return id_dict
  45. def brower_start(port):
  46. global proxyport
  47. global chrome_window
  48. print(proxyport)
  49. options = webdriver.ChromeOptions()
  50. if chrome_window:
  51. browser = webdriver.Chrome(
  52. desired_capabilities=options.to_capabilities()
  53. )
  54. else:
  55. chrome_options = webdriver.ChromeOptions()
  56. chrome_options.add_argument('--proxy-server=host.docker.internal:'+str(proxyport)) # Specify your Kubernetes service-name here
  57. chrome_options.add_argument('--ignore-certificate-errors')
  58. chrome_options.add_argument("--no-sandbox")
  59. chrome_options.add_argument("--disable-dev-shm-usage")
  60. browser = webdriver.Remote(
  61. command_executor='http://127.0.0.1:'+str(port)+'/wd/hub',
  62. desired_capabilities=chrome_options.to_capabilities(),
  63. seleniumwire_options={'addr':'0.0.0.0','port':proxyport,'auto_config': False}
  64. )
  65. browser.set_window_size(1400,1000)
  66. return browser
  67. def get_next_job(db):
  68. result = {}
  69. result = db.query('select * from error_list2 where check_=0 ORDER BY RAND() limit 3')
  70. url_pd = pd.DataFrame([dict(i) for i in result])
  71. url_pd['fid'] = url_pd['item_url'].apply(lambda x: x.split('data=')[1].split('!')[3])
  72. # url_pd['item_url'] = url_pd['fid'].apply(lambda x: 'https://www.google.com.tw/maps/@24.1753633,120.6747136,15z/data=!4m5!3m4!1s{}!8m2!3d24.1760271!4d120.6705323'.format(x))
  73. remove = db.query('select item_url from error_list3')
  74. remove = pd.DataFrame([dict(i) for i in remove])
  75. remove_fid_list = remove['item_url'].to_list()
  76. url_pd = url_pd[~url_pd['item_url'].isin(remove_fid_list)]
  77. return url_pd
  78. def parsing_js(resp):
  79. txt = json.loads(resp[5::])
  80. output = {}
  81. output['name'] = txt[6][11]
  82. output['adress_name'] = txt[6][18]
  83. if txt[6][4]:
  84. if txt[6][4][7]:
  85. output['rating'] = str(txt[6][4][7])
  86. else:
  87. output['rating'] = ''
  88. if txt[6][4][8]:
  89. output['user_ratings_total'] = str(txt[6][4][8])
  90. else:
  91. output['user_ratings_total'] = ''
  92. if txt[6][4][2]:
  93. output['price_level'] = str(len(['$' for i in txt[6][4][2] if i == '$']))
  94. else:
  95. output['price_level'] = ''
  96. else:
  97. output['rating'] = ''
  98. output['user_ratings_total'] = ''
  99. output['price_level'] = ''
  100. if txt[6][37][0]:
  101. output['lon'] = txt[6][37][0][0][8][0][1]
  102. output['lat'] = txt[6][37][0][0][8][0][2]
  103. else:
  104. output['lon'] = None
  105. output['lat'] = None
  106. if txt[6][178]:
  107. output['tel'] = txt[6][178][0][0]
  108. else:
  109. output['tel'] = ''
  110. if txt[6][13]:
  111. output['category'] = txt[6][13][0]
  112. else:
  113. output['category'] = ''
  114. try:
  115. location = txt[6][183][2][2][0]
  116. if location:
  117. location_s = location.split(' ')
  118. output['city'], output['area'] = location_s[-1], location_s[-2]
  119. else:
  120. output['city'], output['area'] = '', ''
  121. except:
  122. output['city'], output['area'] = '', ''
  123. if txt[6][100]:
  124. for item in txt[6][100][1]:
  125. name = item[1]
  126. if name not in intro_list.keys(): continue
  127. name_map = intro_list[name]
  128. c = 0
  129. detail = []
  130. for t in item[2]:
  131. value = t[1]
  132. if t[3] == 1:
  133. detail += [{'id':c, name_map[1]:'不提供'+str(value)}]
  134. else:
  135. detail += [{'id':c, name_map[1]:value}]
  136. c += 1
  137. output[name_map[0]] = str(detail)
  138. for key in intro_list:
  139. if intro_list[key][0] not in output.keys():
  140. output[intro_list[key][0]] = '[]'
  141. if txt[6][34]:
  142. output = time_parsing_js(txt[6][34], output)
  143. else:
  144. output['open_now'] = 'False'
  145. output['periods'] = ''
  146. output['weekday_text'] = ''
  147. output['time_status'] = ''
  148. if txt[6][72]:
  149. output['header_image'] = txt[6][72][0][0][6][0]
  150. else:
  151. output['header_image'] = ''
  152. print(output)
  153. # write_to_file(orig,'debug.pickle')
  154. return output
  155. def time_parsing_js(time_json, output):
  156. weekday_text = []
  157. periods = []
  158. for time_ in time_json[1]:
  159. week = time_[0]
  160. weekday_text += ['{}: {}'.format(week, ', '.join(time_[1]))]
  161. for t in time_[1]:
  162. if t == '24 小時營業':
  163. periods += [{
  164. "open":{
  165. "day": week_list[week],
  166. "time": '0000'
  167. },
  168. "close":{
  169. "day": week_list[week],
  170. "time": ''
  171. }
  172. }]
  173. elif t == '休息':
  174. periods += [{
  175. "open":{
  176. "day": week_list[week],
  177. "time": ''
  178. },
  179. "close":{
  180. "day": week_list[week],
  181. "time": ''
  182. }
  183. }]
  184. else:
  185. start, end = t.split('–')
  186. end_hour, end_min = end.split(':')
  187. start_hour, start_min = start.split(':')
  188. if end_hour < start_hour:
  189. end_day = week_list[week] + 1
  190. else:
  191. end_day = week_list[week]
  192. periods += [{
  193. "open":{
  194. "day": week_list[week],
  195. "time": start.replace(':','')
  196. },
  197. "close":{
  198. "day": end_day,
  199. "time": end.replace(':','')
  200. }
  201. }]
  202. output['periods'] = str(periods)
  203. output['weekday_text'] = str(weekday_text)
  204. output['time_status'] = blank_check(time_json[4][4].split('⋅')[0])
  205. if output['time_status'].find('永久停業') != -1 or\
  206. output['time_status'].find('暫時關閉') != -1 or\
  207. output['time_status'].find('暫停營業') != -1:
  208. output['open_now'] = 'False'
  209. else:
  210. output['open_now'] = 'True'
  211. return output
  212. def save_js_to_db(jsobj, fid):
  213. global shop_table
  214. global iddict
  215. jsobj['fid'] = fid
  216. if iddict.get(fid) is None:
  217. try:
  218. shop_table.insert(jsobj)
  219. except:
  220. traceback.print_exc()
  221. def process_web_request_start(driver, fid):
  222. time.sleep(5)
  223. print("start&**********************")
  224. for request in driver.requests:
  225. if request.response:
  226. # print(request.url)
  227. if 'place?' in request.url :
  228. print('parsing js:')
  229. print(request.url)
  230. front, _ = fid.split(':')
  231. if request.url.find(front) != -1:
  232. resp = brotli.decompress(request.response.body)
  233. jstext = resp.decode('utf-8')
  234. output = parsing_js(jstext)
  235. time.sleep(1)
  236. return output, request.url
  237. return 0, 0
  238. def reviews_parsing_js(resp):
  239. columns_name = ['author_id','author_page','author_name', 'author_image', 'author_review_count',
  240. 'review_time', 'review_content', 'review_image',
  241. 'rating', 'store_review_time','store_review']
  242. jsobj = json.loads(resp[5::])
  243. result = []
  244. for i in range(len(jsobj[2])):
  245. tmp = []
  246. tmp += [jsobj[2][i][6], jsobj[2][i][0][0], jsobj[2][i][0][1], jsobj[2][i][0][2], jsobj[2][i][12][1][1]]
  247. tmp += [jsobj[2][i][1], jsobj[2][i][3]]
  248. # image
  249. image = []
  250. if jsobj[2][i][14]:
  251. for j in range(len(jsobj[2][i][14])):
  252. image += [jsobj[2][i][14][j][6][0]]
  253. tmp += [image]
  254. #rating
  255. tmp += [jsobj[2][i][4]]
  256. # store reply
  257. if jsobj[2][i][9]:
  258. tmp += [jsobj[2][i][9][0], jsobj[2][i][9][1]]
  259. else:
  260. tmp += ['', '']
  261. result.append(list(map(lambda x, y: {x:y}, columns_name, tmp)))
  262. return result
  263. def process_web_request_reviews(driver, output, start_js):
  264. time.sleep(0.8)
  265. time.sleep(3)
  266. print("reviews&**********************")
  267. for request in driver.requests:
  268. if request.response:
  269. # print(request.url)
  270. if 'listentitiesreviews?' in request.url :
  271. print('parsing js:')
  272. print(request.url)
  273. if start_js.find(request.url.split('!')[-2]) != -1:
  274. resp = brotli.decompress(request.response.body)
  275. jstext = resp.decode('utf-8')
  276. result = reviews_parsing_js(jstext)
  277. output['reviews'] = str(result)
  278. time.sleep(1)
  279. return output
  280. def photos_parsing_js(resp):
  281. def image_url_change_size(url):
  282. url_split = url.split('=')
  283. new_url = url_split[0] + '=s600-' + '-'.join(url_split[-1].split('-')[-2::])
  284. return new_url
  285. jsobj = json.loads(resp[5::])
  286. # write_to_file(jsobj,'tmp/debug_{}.pickle'.format(c))
  287. menu = []
  288. all = []
  289. photo_category_map = {}
  290. for row in jsobj[12][0]:
  291. photo_category_map[row[0]] = row[2]
  292. if photo_category_map[jsobj[13][0]] == '全部':
  293. for img in jsobj[0][:5]:
  294. all += [image_url_change_size(img[6][0])]
  295. elif photo_category_map[jsobj[13][0]] == '菜單':
  296. for img in jsobj[0][:5]:
  297. menu += [image_url_change_size(img[6][0])]
  298. return menu, all
  299. def process_web_request_photo(driver, output, fid):
  300. try:
  301. driver.find_element(By.CSS_SELECTOR, "button[data-tab-index='0']")
  302. photo_soup = BeautifulSoup(driver.page_source, 'html.parser')
  303. tab_dict = {}
  304. for tab_index in [0, 1, 2]:
  305. selector = photo_soup.select("button[data-tab-index='{}']".format(tab_index))
  306. if len(selector) != 0:
  307. photo_name = selector[0].text
  308. if photo_name == '菜單':
  309. tab_dict[photo_name] = tab_index
  310. elif photo_name == '全部':
  311. tab_dict[photo_name] = tab_index
  312. except:
  313. tab_dict = {}
  314. print(tab_dict)
  315. for tab_ in tab_dict:
  316. tab_index = tab_dict[tab_]
  317. print(tab_index)
  318. wait = WebDriverWait(driver, 60)
  319. wait.until(
  320. EC.element_to_be_clickable((By.CSS_SELECTOR, "button[data-tab-index='{}']".format(tab_index)))
  321. )
  322. element = driver.find_element(By.CSS_SELECTOR, "button[data-tab-index='{}']".format(tab_index))
  323. ActionChains(driver).move_to_element(element).click(element).perform()
  324. time.sleep(2)
  325. print("photo&**********************")
  326. menu_list = []
  327. all_list = []
  328. for request in driver.requests:
  329. if request.response:
  330. # print(request.url)
  331. if 'photo?' in request.url :
  332. print('parsing js:')
  333. print(request.url)
  334. front, _ = fid.split(':')
  335. if request.url.find(front) != -1:
  336. resp = brotli.decompress(request.response.body)
  337. jstext = resp.decode('utf-8')
  338. menu, all = photos_parsing_js(jstext)
  339. menu_list += menu
  340. all_list += all
  341. output['shop_photo'] = str(all_list[:5])
  342. output['menu_photo'] = str(menu_list[:5])
  343. return output
  344. def main():
  345. global chrome_window
  346. global store_list_table
  347. global shop_table
  348. global proxyport
  349. global iddict
  350. localip=socket.gethostbyname(socket.gethostname())
  351. db = dataset.connect('mysql://choozmo:pAssw0rd@db.ptt.cx:3306/google_poi?charset=utf8mb4')
  352. store_list_table = db['swire_store_list']
  353. shop_table = db['shop_list4']
  354. error_table = db['error_list2']
  355. iddict=build_cache(db)
  356. port=4444
  357. if len(sys.argv) == 3 :
  358. port=int(sys.argv[1])
  359. proxyport=int(sys.argv[2])
  360. if not chrome_window:
  361. print('restart docker pw{}'.format(port))
  362. # os.system('sudo docker container restart p'+str(port))
  363. os.system('sudo docker container restart pw'+str(port))
  364. time.sleep(10)
  365. print('drvier start...')
  366. driver = brower_start(port)
  367. job = get_next_job(db)
  368. for row, group in job.iterrows():
  369. try:
  370. item_url = group['item_url']
  371. name = group['name']
  372. num = group['num']
  373. keyword = group['keyword']
  374. fid = group['fid']
  375. if name:
  376. db_name = name
  377. else:
  378. db_name = num
  379. print(fid, keyword, db_name)
  380. print(item_url)
  381. #shop_info
  382. print('parsing shop info....')
  383. for i in range(5):
  384. print('shop info try...{}'.format(i))
  385. driver.get(item_url)
  386. time.sleep(5)
  387. wait = WebDriverWait(driver, 10)
  388. wait.until(
  389. EC.element_to_be_clickable((By.ID, 'sb_cb50'))
  390. )
  391. element = driver.find_element_by_id('sb_cb50')
  392. driver.implicitly_wait(10)
  393. ActionChains(driver).move_to_element(element).click(element).perform()
  394. time.sleep(5)
  395. driver.back()
  396. if driver.current_url == item_url:continue
  397. print(driver.current_url)
  398. output, start_js = process_web_request_start(driver, fid)
  399. if output != 0: break
  400. # reivews
  401. print('parsing reviews....')
  402. if output['user_ratings_total'] == '':
  403. output['reviews'] = ''
  404. else:
  405. for i in range(3):
  406. print('reviews try...{}'.format(i))
  407. try:
  408. wait = WebDriverWait(driver, 30)
  409. more_reviews_css = "button[jsaction='pane.rating.moreReviews']"
  410. wait.until(
  411. EC.element_to_be_clickable((By.CSS_SELECTOR, more_reviews_css))
  412. )
  413. element = driver.find_element_by_css_selector(more_reviews_css)
  414. driver.implicitly_wait(10)
  415. ActionChains(driver).move_to_element(element).click(element).perform()
  416. time.sleep(0.5)
  417. output = process_web_request_reviews(driver, output, start_js)
  418. break
  419. except:
  420. driver.get(item_url)
  421. time.sleep(0.5)
  422. # photo
  423. print('parsing photo....')
  424. if output['header_image'] != '':
  425. for i in range(3):
  426. print('photo try...{}'.format(i))
  427. driver.get(item_url)
  428. time.sleep(0.5)
  429. print(driver.current_url)
  430. try:
  431. wait = WebDriverWait(driver, 30)
  432. wait.until(
  433. EC.element_to_be_clickable((By.CSS_SELECTOR, "div[aria-label='{}的相片']".format(output['name'])))
  434. )
  435. element = driver.find_element(By.CSS_SELECTOR, "div[aria-label='{}的相片']".format(output['name']))
  436. ActionChains(driver).move_to_element(element).click(element).perform()
  437. output = process_web_request_photo(driver, output, fid)
  438. break
  439. except:
  440. pass
  441. else:
  442. output['shop_photo'] = '[]'
  443. output['menu_photo'] = '[]'
  444. print(output)
  445. query_name = output['adress_name'].replace('(','').replace(')', '').replace(' ','')
  446. output['item_url'] = item_url
  447. output['keyword'] = keyword
  448. output['google_url'] = 'https://www.google.com.tw/search?q={}'.format(query_name)
  449. output['crawler_date'] = datetime.today().strftime("%Y/%m/%d %H:%M")
  450. save_js_to_db(output, fid)
  451. error_table.upsert({'item_url':item_url,'check_':1},['item_url'])
  452. print('*'*10)
  453. except:
  454. error_table3 = db['error_list3']
  455. error_table3.insert({'name':name,'keyword':keyword,'item_url':item_url,'crawler_date':datetime.today().strftime("%Y/%m/%d %H:%M")})
  456. traceback.print_exc()
  457. if __name__ == '__main__':
  458. main()