huanhuanxixizhufudao_recommend.py 15 KB

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  1. # -*- coding: utf-8 -*-
  2. # @Author: wang
  3. # @Time: 2023/9/6
  4. import json
  5. import os
  6. import random
  7. import sys
  8. import time
  9. from hashlib import md5
  10. from appium import webdriver
  11. from appium.webdriver.common.touch_action import TouchAction
  12. from appium.webdriver.extensions.android.nativekey import AndroidKey
  13. from appium.webdriver.webdriver import WebDriver
  14. from bs4 import BeautifulSoup
  15. from selenium.common import NoSuchElementException
  16. from selenium.webdriver.common.by import By
  17. sys.path.append(os.getcwd())
  18. from common.common import Common
  19. from common.mq import MQ
  20. from common.public import download_rule, get_config_from_mysql
  21. from common.scheduling_db import MysqlHelper
  22. class HhxxzfdRecommend:
  23. platform = "欢欢喜喜祝福到"
  24. download_cnt = 0
  25. element_list = []
  26. i = 0
  27. @classmethod
  28. def start_wechat(cls, log_type, crawler, env, rule_dict, our_uid):
  29. if env == "dev":
  30. chromedriverExecutable = "/Users/piaoquan/Downloads/chromedriver"
  31. else:
  32. chromedriverExecutable = "/Users/piaoquan/Downloads/chromedriver"
  33. Common.logger(log_type, crawler).info("启动微信")
  34. Common.logging(log_type, crawler, env, '启动微信')
  35. caps = {
  36. "platformName": "Android",
  37. "devicesName": "Android",
  38. # "platformVersion": "11",
  39. # "udid": "emulator-5554",
  40. "appPackage": "com.tencent.mm",
  41. "appActivity": ".ui.LauncherUI",
  42. "autoGrantPermissions": "true",
  43. "noReset": True,
  44. "resetkeyboard": True,
  45. "unicodekeyboard": True,
  46. "showChromedriverLog": True,
  47. "printPageSourceOnFailure": True,
  48. "recreateChromeDriverSessions": True,
  49. "enableWebviewDetailsCollection": True,
  50. "setWebContentsDebuggingEnabled": True,
  51. "newCommandTimeout": 6000,
  52. "automationName": "UiAutomator2",
  53. "chromedriverExecutable": chromedriverExecutable,
  54. "chromeOptions": {"androidProcess": "com.tencent.mm:appbrand0"},
  55. }
  56. driver = webdriver.Remote("http://localhost:4723/wd/hub", caps)
  57. driver.implicitly_wait(30)
  58. for i in range(120):
  59. try:
  60. if driver.find_elements(By.ID, 'com.tencent.mm:id/f2s'):
  61. Common.logger(log_type, crawler).info("微信启动成功")
  62. Common.logging(log_type, crawler, env, '微信启动成功')
  63. break
  64. elif driver.find_element(By.ID, "com.android.systemui:id/dismiss_view"):
  65. Common.logger(log_type, crawler).info("发现并关闭系统下拉菜单")
  66. Common.logging(log_type, crawler, env, '发现并关闭系统下拉菜单')
  67. driver.find_element(By.ID, "com.android.system:id/dismiss_view").click()
  68. else:
  69. pass
  70. except NoSuchElementException:
  71. time.sleep(1)
  72. Common.logger(log_type, crawler).info("下滑,展示小程序选择面板")
  73. Common.logging(log_type, crawler, env, '下滑,展示小程序选择面板')
  74. size = driver.get_window_size()
  75. driver.swipe(int(size['width'] * 0.5), int(size['height'] * 0.2),
  76. int(size['width'] * 0.5), int(size['height'] * 0.8), 200)
  77. time.sleep(1)
  78. Common.logger(log_type, crawler).info('打开小程序"欢欢喜喜祝福到"')
  79. Common.logging(log_type, crawler, env, '打开小程序"欢欢喜喜祝福到"')
  80. driver.find_elements(By.XPATH, '//*[@text="欢欢喜喜祝福到"]')[-1].click()
  81. time.sleep(5)
  82. cls.get_videoList(log_type, crawler, driver, env, rule_dict, our_uid)
  83. time.sleep(1)
  84. driver.quit()
  85. @classmethod
  86. def search_elements(cls, driver: WebDriver, xpath):
  87. time.sleep(1)
  88. windowHandles = driver.window_handles
  89. for handle in windowHandles:
  90. driver.switch_to.window(handle)
  91. time.sleep(1)
  92. try:
  93. elements = driver.find_elements(By.XPATH, xpath)
  94. if elements:
  95. return elements
  96. except NoSuchElementException:
  97. pass
  98. @classmethod
  99. def check_to_applet(cls, log_type, crawler, env, driver: WebDriver):
  100. time.sleep(1)
  101. webViews = driver.contexts
  102. Common.logger(log_type, crawler).info(f"webViews:{webViews}")
  103. Common.logging(log_type, crawler, env, f"webViews:{webViews}")
  104. driver.switch_to.context(webViews[1])
  105. windowHandles = driver.window_handles
  106. for handle in windowHandles:
  107. driver.switch_to.window(handle)
  108. time.sleep(1)
  109. try:
  110. driver.find_element(By.XPATH, '//*[@class="nav_item active"]')
  111. Common.logger(log_type, crawler).info("切换到小程序成功\n")
  112. Common.logging(log_type, crawler, env, '切换到小程序成功\n')
  113. return
  114. except NoSuchElementException:
  115. time.sleep(1)
  116. @classmethod
  117. def repeat_video(cls, log_type, crawler, video_id, env):
  118. sql = f""" select * from crawler_video where platform in ("{crawler}","{cls.platform}") and out_video_id="{video_id}"; """
  119. repeat_video = MysqlHelper.get_values(log_type, crawler, sql, env)
  120. return len(repeat_video)
  121. @classmethod
  122. def swipe_up(cls, driver: WebDriver):
  123. cls.search_elements(driver, '//*[@class="videoplay"]')
  124. size = driver.get_window_size()
  125. driver.swipe(int(size["width"] * 0.7), int(size["height"] * 0.8),
  126. int(size["width"] * 0.7), int(size["height"] * 0.4), 200)
  127. @classmethod
  128. def get_video_url(cls, log_type, crawler, driver: WebDriver, video_title_element):
  129. for i in range(3):
  130. cls.search_elements(driver, '//*[@class="videoplay"]')
  131. Common.logger(log_type, crawler).info(f"video_title_element:{video_title_element[0]}")
  132. time.sleep(1)
  133. Common.logger(log_type, crawler).info("滑动标题至可见状态")
  134. driver.execute_script("arguments[0].scrollIntoView({block:'center',inline:'center'});", video_title_element[0])
  135. time.sleep(3)
  136. Common.logger(log_type, crawler).info("点击标题")
  137. video_title_element[0].click()
  138. # driver.execute_script("arguments[0].click();", video_title_element[0])
  139. Common.logger(log_type, crawler).info("点击标题完成")
  140. time.sleep(1)
  141. video_url_elements = cls.search_elements(driver, "//wx-video[@id='video0']")
  142. if video_url_elements:
  143. return video_url_elements[0].get_attribute("src")
  144. @classmethod
  145. def get_videoList(cls, log_type, crawler, driver: WebDriver, env, rule_dict, our_uid):
  146. mq = MQ(topic_name="topic_crawler_etl_" + env)
  147. driver.implicitly_wait(20)
  148. # 鼠标左键点击, 1为x坐标, 2为y坐标
  149. cls.check_to_applet(log_type=log_type, crawler=crawler, env=env, driver=driver)
  150. time.sleep(1)
  151. page = 0
  152. while True:
  153. if cls.search_elements(driver, '//*[@class="videoplay"]') is None:
  154. Common.logger(log_type, crawler).info("窗口已销毁\n")
  155. Common.logging(log_type, crawler, env, '窗口已销毁\n')
  156. cls.i = 0
  157. cls.download_cnt = 0
  158. cls.element_list = []
  159. return
  160. cls.swipe_up(driver)
  161. page_source = driver.page_source
  162. soup = BeautifulSoup(page_source, 'html.parser')
  163. soup.prettify()
  164. video_list_elements = soup.findAll("wx-view", class_="video_item_ob")
  165. # video_list_elements 有,cls.element_list 中没有的元素
  166. video_list_elements = list(set(video_list_elements).difference(set(cls.element_list)))
  167. # video_list_elements 与 cls.element_list 的并集
  168. cls.element_list = list(set(video_list_elements) | set(cls.element_list))
  169. Common.logger(log_type, crawler).info(f"正在抓取第{page + 1}页,共:{len(video_list_elements)}条视频")
  170. Common.logging(log_type, crawler, env, f"正在抓取第{page + 1}页,共:{len(video_list_elements)}条视频")
  171. if len(video_list_elements) == 0:
  172. for i in range(10):
  173. Common.logger(log_type, crawler).info(f"向上滑动第{i + 1}次")
  174. cls.swipe_up(driver)
  175. time.sleep(0.5)
  176. continue
  177. for i, video_element in enumerate(video_list_elements):
  178. try:
  179. Common.logger(log_type, crawler).info(f"本轮已抓取{cls.download_cnt}条视频\n")
  180. Common.logging(log_type, crawler, env, f"本轮已抓取{cls.download_cnt}条视频\n")
  181. if cls.download_cnt >= int(rule_dict.get("videos_cnt", {}).get("min", 10)):
  182. cls.i = 0
  183. cls.download_cnt = 0
  184. cls.element_list = []
  185. return
  186. cls.i += 1
  187. Common.logger(log_type, crawler).info(f"第{cls.i}条视频")
  188. Common.logging(log_type, crawler, env, f"第{cls.i}条视频")
  189. video_title = video_element.find("wx-view", class_="video_title").text
  190. cover_url = video_element.find("wx-image", class_="video_bg")["src"]
  191. user_name = video_element.find("wx-text", class_="text-group_2").select_one("span:nth-of-type(2)").text.strip()
  192. out_video_id = video_element.get("id")
  193. video_dict = {
  194. "video_title": video_title,
  195. "video_id": out_video_id,
  196. "duration": 0,
  197. "play_str": 0,
  198. "play_cnt": 0,
  199. "like_cnt": 0,
  200. "share_cnt": 0,
  201. "user_name": user_name,
  202. "user_id": '',
  203. 'publish_time_stamp': int(time.time()),
  204. 'publish_time_str': time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(int(time.time()))),
  205. "avatar_url": cover_url,
  206. "cover_url": cover_url,
  207. "session": ""
  208. }
  209. for k, v in video_dict.items():
  210. Common.logger(log_type, crawler).info(f"{k}:{v}")
  211. Common.logging(log_type, crawler, env, f"video_dict:{video_dict}")
  212. # Common.logger(log_type, crawler).info(f"==========分割线==========\n")
  213. if video_title is None or cover_url is None:
  214. Common.logger(log_type, crawler).info("无效视频\n")
  215. Common.logging(log_type, crawler, env, '无效视频\n')
  216. cls.swipe_up(driver)
  217. time.sleep(0.5)
  218. elif download_rule(log_type=log_type, crawler=crawler, video_dict=video_dict,
  219. rule_dict=rule_dict) is False:
  220. Common.logger(log_type, crawler).info("不满足抓取规则\n")
  221. Common.logging(log_type, crawler, env, "不满足抓取规则\n")
  222. cls.swipe_up(driver)
  223. time.sleep(0.5)
  224. elif any(str(word) if str(word) in video_dict["video_title"] else False
  225. for word in get_config_from_mysql(log_type=log_type,
  226. source=crawler,
  227. env=env,
  228. text="filter",
  229. action="")) is True:
  230. Common.logger(log_type, crawler).info('已中过滤词\n')
  231. Common.logging(log_type, crawler, env, '已中过滤词\n')
  232. cls.swipe_up(driver)
  233. time.sleep(0.5)
  234. elif cls.repeat_video(log_type, crawler, out_video_id, env) != 0:
  235. Common.logger(log_type, crawler).info('视频已下载\n')
  236. Common.logging(log_type, crawler, env, '视频已下载\n')
  237. cls.swipe_up(driver)
  238. time.sleep(5)
  239. else:
  240. video_title_element = cls.search_elements(driver, f'//*[contains(text(), "{video_title}")]')
  241. if video_title_element is None:
  242. Common.logger(log_type, crawler).warning(f"未找到该视频标题的element:{video_title_element}")
  243. Common.logging(log_type, crawler, env, f"未找到该视频标题的element:{video_title_element}")
  244. continue
  245. Common.logger(log_type, crawler).info("点击标题,进入视频详情页")
  246. Common.logging(log_type, crawler, env, "点击标题,进入视频详情页")
  247. video_url = cls.get_video_url(log_type, crawler, driver, video_title_element)
  248. if video_url is None:
  249. Common.logger(log_type, crawler).info("未获取到视频播放地址\n")
  250. driver.press_keycode(AndroidKey.BACK)
  251. time.sleep(5)
  252. continue
  253. video_dict['video_url'] = video_url
  254. Common.logger(log_type, crawler).info(f"video_url:{video_url}")
  255. video_dict["platform"] = crawler
  256. video_dict["strategy"] = log_type
  257. video_dict["out_video_id"] = video_dict["video_id"]
  258. video_dict["crawler_rule"] = json.dumps(rule_dict)
  259. video_dict["user_id"] = our_uid
  260. video_dict["publish_time"] = video_dict["publish_time_str"]
  261. mq.send_msg(video_dict)
  262. cls.download_cnt += 1
  263. driver.press_keycode(AndroidKey.BACK)
  264. time.sleep(5)
  265. cls.swipe_up(driver)
  266. except Exception as e:
  267. Common.logger(log_type, crawler).error(f"抓取单条视频异常:{e}\n")
  268. Common.logging(log_type, crawler, env, f"抓取单条视频异常:{e}\n")
  269. Common.logger(log_type, crawler).info("已抓取完一组,休眠 5 秒\n")
  270. Common.logging(log_type, crawler, env, "已抓取完一组,休眠 5 秒\n")
  271. time.sleep(5)
  272. page += 1
  273. if __name__ == "__main__":
  274. rule_dict1 = {"period": {"min": 0, "max": 365},
  275. "duration": {"min": 0, "max": 1800},
  276. "favorite_cnt": {"min": 0, "max": 0},
  277. "videos_cnt": {"min": 10, "max": 20},
  278. "share_cnt": {"min": 0, "max": 0}}
  279. HhxxzfdRecommend.start_wechat("recommend", "huanhuanxixizhufudao", "dev", rule_dict1, 6267141)