hainiaozhufu_recommend_scheduling.py 6.0 KB

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  1. import os
  2. import json
  3. import random
  4. import sys
  5. import time
  6. import uuid
  7. import requests
  8. import datetime
  9. sys.path.append(os.getcwd())
  10. from common.video_item import VideoItem
  11. from common import PiaoQuanPipeline, AliyunLogger, tunnel_proxies
  12. from common.mq import MQ
  13. from hainiaozhufu.crypt.decrypt import ShanHuZhuFuAes as AES
  14. class HaiNiaoZhuFuRecommend(object):
  15. def __init__(self, platform, mode, rule_dict, user_list, env):
  16. self.platform = platform
  17. self.mode = mode
  18. self.rule_dict = rule_dict
  19. self.user_list = user_list
  20. self.env = env
  21. self.download_cnt = 0
  22. self.mq = MQ(topic_name="topic_crawler_etl_" + self.env)
  23. self.limit_flag = False
  24. self.cryptor = AES()
  25. def get_video_list(self):
  26. base_url = "https://hainiao.nnapi.cn/videos/api.videos/getItem"
  27. headers = {
  28. 'Host': 'hainiao.nnapi.cn',
  29. 'xweb_xhr': '1',
  30. 'user-agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/107.0.0.0 Safari/537.36 MicroMessenger/6.8.0(0x16080000) NetType/WIFI MiniProgramEnv/Mac MacWechat/WMPF MacWechat/3.8.5(0x13080510)XWEB/1100',
  31. 'content-type': 'application/json',
  32. 'accept': '*/*',
  33. 'sec-fetch-site': 'cross-site',
  34. 'sec-fetch-mode': 'cors',
  35. 'sec-fetch-dest': 'empty',
  36. 'referer': 'https://servicewechat.com/wx6ffea16114bce128/2/page-frame.html',
  37. 'accept-language': 'en-US,en;q=0.9'
  38. }
  39. for i in range(100):
  40. time.sleep(random.randint(1, 10))
  41. try:
  42. if self.limit_flag:
  43. AliyunLogger.logging(
  44. code="2000",
  45. platform=self.platform,
  46. mode=self.mode,
  47. env=self.env,
  48. message="本轮已经抓取到足够的数据,自动退出\t{}".format(self.download_cnt),
  49. )
  50. return
  51. else:
  52. params = {"mark": "", "page": i + 1}
  53. response = requests.get(
  54. url=base_url,
  55. headers=headers,
  56. params=params,
  57. proxies=tunnel_proxies(),
  58. )
  59. encrypted_info = response.json()["data"]
  60. decrypted_info = json.loads(
  61. self.cryptor.decrypt(data=encrypted_info)
  62. )
  63. video_list = decrypted_info["list"]
  64. for index, video_obj in enumerate(video_list, 1):
  65. try:
  66. AliyunLogger.logging(
  67. code="1001",
  68. platform=self.platform,
  69. mode=self.mode,
  70. env=self.env,
  71. message="扫描到一条视频",
  72. data=video_obj,
  73. )
  74. self.process_video_obj(video_obj)
  75. except Exception as e:
  76. AliyunLogger.logging(
  77. code="3000",
  78. platform=self.platform,
  79. mode=self.mode,
  80. env=self.env,
  81. data=video_obj,
  82. message="抓取第{}条的时候出现问题, 报错信息是{}".format(index, e),
  83. )
  84. except Exception as e:
  85. AliyunLogger.logging(
  86. code="3000",
  87. platform=self.platform,
  88. mode=self.mode,
  89. env=self.env,
  90. message="抓取第{}页时候出现错误, 报错信息是{}".format(i + 1, e),
  91. )
  92. def process_video_obj(self, video_obj):
  93. trace_id = self.platform + str(uuid.uuid1())
  94. our_user = random.choice(self.user_list)
  95. publish_time_stamp = datetime.datetime.strptime(
  96. video_obj["create_at"], "%Y-%m-%d %H:%M:%S"
  97. ).timestamp()
  98. item = VideoItem()
  99. item.add_video_info("user_id", our_user["uid"])
  100. item.add_video_info("user_name", our_user["nick_name"])
  101. item.add_video_info("video_id", video_obj["id"])
  102. item.add_video_info("video_title", video_obj["name"])
  103. item.add_video_info("publish_time_str", video_obj["create_at"])
  104. item.add_video_info("publish_time_stamp", int(publish_time_stamp))
  105. item.add_video_info("video_url", video_obj["cover"])
  106. item.add_video_info(
  107. "cover_url", video_obj["cover"] + "&vframe/png/offset/1/w/200"
  108. )
  109. item.add_video_info("like_cnt", video_obj["num_like"])
  110. item.add_video_info("play_cnt", video_obj["num_read"])
  111. item.add_video_info("comment_cnt", video_obj["num_comment"])
  112. item.add_video_info("out_video_id", video_obj["id"])
  113. item.add_video_info("platform", self.platform)
  114. item.add_video_info("strategy", self.mode)
  115. item.add_video_info("session", "{}-{}".format(self.platform, int(time.time())))
  116. mq_obj = item.produce_item()
  117. pipeline = PiaoQuanPipeline(
  118. platform=self.platform,
  119. mode=self.mode,
  120. rule_dict=self.rule_dict,
  121. env=self.env,
  122. item=mq_obj,
  123. trace_id=trace_id,
  124. )
  125. if pipeline.process_item():
  126. self.download_cnt += 1
  127. # print(mq_obj)
  128. self.mq.send_msg(mq_obj)
  129. AliyunLogger.logging(
  130. code="1002",
  131. platform=self.platform,
  132. mode=self.mode,
  133. env=self.env,
  134. message="成功发送至 ETL",
  135. data=mq_obj,
  136. )
  137. if self.download_cnt >= int(
  138. self.rule_dict.get("videos_cnt", {}).get("min", 200)
  139. ):
  140. self.limit_flag = True