mercari_jp_spider.py 13 KB

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  1. # -*- coding: utf-8 -*-
  2. # Author : Charley
  3. # Python : 3.10.8
  4. # Date : 2026/4/30 14:28
  5. import time
  6. import inspect
  7. import schedule
  8. import requests
  9. from loguru import logger
  10. from dpop_generator import DPoPGenerator
  11. from mysql_pool import MySQLConnectionPool
  12. from tenacity import retry, stop_after_attempt, wait_fixed
  13. """
  14. 请求网址:
  15. https://jp.mercari.com/search?category_id=82&page_token=v1%3A1&status=sold_out%7Ctrading
  16. 20260514 -> 只拿列表页 正面图
  17. """
  18. SEARCH_URL = "https://api.mercari.jp/v2/entities:search"
  19. PAGE_SIZE = 120
  20. LAPLACE_DEVICE_UUID = "a00429c5-ad26-4be4-83ae-60b7239e14d5"
  21. SEARCH_SESSION_ID = "cfba38acec8cae78136c62441bbb267a"
  22. # LIST_DPOP = "eyJ0eXAiOiJkcG9wK2p3dCIsImFsZyI6IkVTMjU2IiwiandrIjp7ImNydiI6IlAtMjU2Iiwia3R5IjoiRUMiLCJ4IjoiajlJNmtMS2VrZFNOZEh5SHNhWmw1Z2tiYkZoRGFBUDNEd3N1dlZqQ3JXZyIsInkiOiJOTHREa2RkWVZhZkZ5a1FHYmsteDZBYUp6QWpVblZlcFl0X2pzdmV3cGdJIn19.eyJpYXQiOjE3NzgwNDYyMTksImp0aSI6IjQ0YmM4MzZlLWFiYWEtNDI1OC1hMjQ4LTNlNjkxMTUzZjY2NSIsImh0dSI6Imh0dHBzOi8vYXBpLm1lcmNhcmkuanAvdjIvZW50aXRpZXM6c2VhcmNoIiwiaHRtIjoiUE9TVCIsInV1aWQiOiJhMDA0MjljNS1hZDI2LTRiZTQtODNhZS02MGI3MjM5ZTE0ZDUifQ.KqYWvIC42NYjNTewIfttuPMFHYAwJ4JZIXn4ulQye6s9c5zQutabWoOp8sKDjy-zvmbDCYA-6K7e7dW3bVu3cw"
  23. # DETAIL_DPOP = "eyJ0eXAiOiJkcG9wK2p3dCIsImFsZyI6IkVTMjU2IiwiandrIjp7ImNydiI6IlAtMjU2Iiwia3R5IjoiRUMiLCJ4IjoiajlJNmtMS2VrZFNOZEh5SHNhWmw1Z2tiYkZoRGFBUDNEd3N1dlZqQ3JXZyIsInkiOiJOTHREa2RkWVZhZkZ5a1FHYmsteDZBYUp6QWpVblZlcFl0X2pzdmV3cGdJIn19.eyJpYXQiOjE3NzgwNDYwMDksImp0aSI6IjFmNGYwNDlhLTdmMGYtNGM0Zi1hZjcxLTIwYmFhZDhhMTc4NCIsImh0dSI6Imh0dHBzOi8vYXBpLm1lcmNhcmkuanAvaXRlbXMvZ2V0IiwiaHRtIjoiR0VUIiwidXVpZCI6ImEwMDQyOWM1LWFkMjYtNGJlNC04M2FlLTYwYjcyMzllMTRkNSJ9._92fashFF1PmC0Ol0HFqz9rIYdzL-w_ZJwXXRTI3zX_8oNP_ziNUIwySB50Itgp88vsgy8skp4DZ2DTd3WBWnQ"
  24. logger.remove()
  25. logger.add("./logs/{time:YYYYMMDD}.log", encoding='utf-8', rotation="00:00",
  26. format="[{time:YYYY-MM-DD HH:mm:ss.SSS}] {level} {message}",
  27. level="DEBUG", retention="7 day")
  28. def after_log(retry_state):
  29. """
  30. retry 回调
  31. :param retry_state: RetryCallState 对象
  32. """
  33. # 检查 args 是否存在且不为空
  34. if retry_state.args and len(retry_state.args) > 0:
  35. log = retry_state.args[0] # 获取传入的 logger
  36. else:
  37. log = logger # 使用全局 logger
  38. if retry_state.outcome.failed:
  39. log.warning(
  40. f"Function '{retry_state.fn.__name__}', Attempt {retry_state.attempt_number} Times")
  41. else:
  42. log.info(f"Function '{retry_state.fn.__name__}', Attempt {retry_state.attempt_number} succeeded")
  43. @retry(stop=stop_after_attempt(5), wait=wait_fixed(2), after=after_log)
  44. def get_proxys(log):
  45. # 已购买账户 北美
  46. # http_proxy = "http://u1952150085001297:sJMHl4qc4bM0@proxy.123proxy.cn:36927"
  47. # https_proxy = "http://u1952150085001297:sJMHl4qc4bM0@proxy.123proxy.cn:36927"
  48. http_proxy = "http://u1952150085001297:sJMHl4qc4bM0@proxy.123proxy.cn:36931"
  49. https_proxy = "http://u1952150085001297:sJMHl4qc4bM0@proxy.123proxy.cn:36931"
  50. try:
  51. proxySettings = {
  52. "http": http_proxy,
  53. "https": https_proxy,
  54. }
  55. return proxySettings
  56. except Exception as e:
  57. log.error(f"Error getting proxy: {e}")
  58. raise e
  59. def build_headers() -> dict:
  60. """构造 Mercari 搜索接口请求头。"""
  61. gen = DPoPGenerator()
  62. list_token = gen.generate(
  63. htu="https://api.mercari.jp/v2/entities:search", htm="POST"
  64. )
  65. return {
  66. "accept": "application/json, text/plain, */*",
  67. "accept-language": "ja",
  68. "content-type": "application/json",
  69. "dpop": list_token,
  70. # "dpop": "eyJ0eXAiOiJkcG9wK2p3dCIsImFsZyI6IkVTMjU2IiwiandrIjp7ImNydiI6IlAtMjU2Iiwia3R5IjoiRUMiLCJ4IjoiajlJNmtMS2VrZFNOZEh5SHNhWmw1Z2tiYkZoRGFBUDNEd3N1dlZqQ3JXZyIsInkiOiJOTHREa2RkWVZhZkZ5a1FHYmsteDZBYUp6QWpVblZlcFl0X2pzdmV3cGdJIn19.eyJpYXQiOjE3NzgwNDYyMTksImp0aSI6IjQ0YmM4MzZlLWFiYWEtNDI1OC1hMjQ4LTNlNjkxMTUzZjY2NSIsImh0dSI6Imh0dHBzOi8vYXBpLm1lcmNhcmkuanAvdjIvZW50aXRpZXM6c2VhcmNoIiwiaHRtIjoiUE9TVCIsInV1aWQiOiJhMDA0MjljNS1hZDI2LTRiZTQtODNhZS02MGI3MjM5ZTE0ZDUifQ.KqYWvIC42NYjNTewIfttuPMFHYAwJ4JZIXn4ulQye6s9c5zQutabWoOp8sKDjy-zvmbDCYA-6K7e7dW3bVu3cw",
  71. "origin": "https://jp.mercari.com",
  72. "priority": "u=1, i",
  73. "referer": "https://jp.mercari.com/",
  74. "sec-ch-ua": "\"Google Chrome\";v=\"147\", \"Not.A/Brand\";v=\"8\", \"Chromium\";v=\"147\"",
  75. "sec-ch-ua-mobile": "?0",
  76. "sec-ch-ua-platform": "\"Windows\"",
  77. "sec-fetch-dest": "empty",
  78. "sec-fetch-mode": "cors",
  79. "sec-fetch-site": "cross-site",
  80. "user-agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/147.0.0.0 Safari/537.36",
  81. "x-country-code": "HK",
  82. "x-platform": "web",
  83. }
  84. def build_payload(page_token: str = "v1:0", category_id: int = 1289) -> dict:
  85. """构造单页请求参数,第一页 page_token 传 v1:0。"""
  86. return {
  87. "userId": "",
  88. "config": {
  89. "responseToggles": [
  90. "QUERY_SUGGESTION_WEB_1",
  91. ],
  92. },
  93. "pageSize": PAGE_SIZE,
  94. "pageToken": page_token,
  95. "searchSessionId": SEARCH_SESSION_ID,
  96. "source": "BaseSerp",
  97. "indexRouting": "INDEX_ROUTING_UNSPECIFIED",
  98. "thumbnailTypes": [],
  99. "searchCondition": {
  100. "keyword": "",
  101. "excludeKeyword": "",
  102. "sort": "SORT_SCORE",
  103. "order": "ORDER_DESC",
  104. "status": [
  105. "STATUS_SOLD_OUT",
  106. "STATUS_TRADING",
  107. ],
  108. "sizeId": [],
  109. "categoryId": [
  110. category_id,
  111. ],
  112. "brandId": [],
  113. "sellerId": [],
  114. "priceMin": 0,
  115. "priceMax": 0,
  116. "itemConditionId": [],
  117. "shippingPayerId": [],
  118. "shippingFromArea": [],
  119. "shippingMethod": [],
  120. "colorId": [],
  121. "hasCoupon": False,
  122. "attributes": [],
  123. "itemTypes": [],
  124. "skuIds": [],
  125. "shopIds": [],
  126. "excludeShippingMethodIds": [],
  127. },
  128. "serviceFrom": "suruga",
  129. "withItemBrand": True,
  130. "withItemSize": False,
  131. "withItemPromotions": True,
  132. "withItemSizes": True,
  133. "withShopname": False,
  134. "useDynamicAttribute": True,
  135. "withSuggestedItems": True,
  136. "withOfferPricePromotion": True,
  137. "withProductSuggest": True,
  138. "withParentProducts": False,
  139. "withProductArticles": True,
  140. "withSearchConditionId": False,
  141. "withAuction": True,
  142. "laplaceDeviceUuid": LAPLACE_DEVICE_UUID,
  143. }
  144. def build_page_token(page_number: int) -> str:
  145. """
  146. 把页码转换成接口 pageToken:第 1 页为 v1:0,第 2 页为 v1:1。
  147. :param page_number: 页码
  148. :return: pageToken
  149. """
  150. if page_number < 1:
  151. raise ValueError("page_number 必须从 1 开始")
  152. return f"v1:{page_number - 1}"
  153. @retry(stop=stop_after_attempt(5), wait=wait_fixed(1), after=after_log)
  154. def fetch_page(
  155. log,
  156. category_id: int,
  157. page_number: int,
  158. session: requests.Session | None = None,
  159. timeout: int = 22,
  160. ) -> requests.Response:
  161. """
  162. 请求单页数据。
  163. :param log: logger对象
  164. :param category_id: 类别ID
  165. :param page_number: 页码
  166. :param session: requests.Session对象
  167. :param timeout: 超时时间
  168. :return: requests.Response对象
  169. """
  170. log.info(f"请求第 {page_number} 页数据............")
  171. client = session or requests.Session()
  172. page_token = build_page_token(page_number)
  173. # print(page_token)
  174. response = client.post(
  175. SEARCH_URL,
  176. headers=build_headers(),
  177. json=build_payload(page_token=page_token, category_id=category_id),
  178. timeout=timeout,
  179. # proxies=get_proxys(log),
  180. )
  181. response.raise_for_status()
  182. return response
  183. def parse_list(log, resp_json, sql_pool, category_id, category_name):
  184. """
  185. 解析商品列表数据。
  186. :param log: logger对象
  187. :param resp_json: 响应的 JSON 数据
  188. :param sql_pool: MySQL连接池
  189. :param category_id: 类别ID
  190. :param category_name: 类别名称
  191. """
  192. log.info(f"解析商品列表数据............")
  193. items = resp_json.get("items", [])
  194. data_list = []
  195. for item in items:
  196. pid = item.get("id")
  197. seller_id = item.get("sellerId")
  198. status = item.get("status")
  199. product_name = item.get("name")
  200. price = item.get("price")
  201. created_at = item.get("created") # 1777512645 时间戳
  202. created_at = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(int(created_at))) if created_at else None
  203. updated_at = item.get("updated") # 1777512645 时间戳
  204. updated_at = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime(int(updated_at))) if updated_at else None
  205. thumbnails = item.get("thumbnails", [])
  206. img = thumbnails[0] if thumbnails else None
  207. data_dict = {
  208. "pid": pid,
  209. "seller_id": seller_id,
  210. # "seller_name": seller_name,
  211. "photos": img,
  212. "status": status,
  213. "product_name": product_name,
  214. "price": price,
  215. "created_at": created_at,
  216. "updated_at": updated_at,
  217. "category_id": category_id,
  218. "category_name": category_name
  219. }
  220. # log.info(data_dict)
  221. data_list.append(data_dict)
  222. # 批量插入数据
  223. if data_list:
  224. sql_pool.insert_many(table="mercari_record", data_list=data_list, ignore=True)
  225. def iter_pages(
  226. log,
  227. sql_pool,
  228. category_id: int,
  229. category_name: str,
  230. start_page: int,
  231. end_page: int,
  232. ):
  233. """
  234. 循环请求多页,返回页码和 Response。
  235. :param log: logger对象
  236. :param sql_pool: MySQL连接池
  237. :param category_id: 类别ID
  238. :param category_name: 类别名称
  239. :param start_page: 开始页码
  240. :param end_page: 结束页码
  241. """
  242. if end_page < start_page:
  243. raise ValueError("end_page 必须大于等于 start_page")
  244. with requests.Session() as session:
  245. for page_number in range(start_page, end_page + 1):
  246. response = fetch_page(
  247. log=log,
  248. category_id=category_id,
  249. page_number=page_number,
  250. session=session,
  251. )
  252. # 解析 response
  253. resp_json = response.json()
  254. # print(resp_json)
  255. parse_list(log, resp_json, sql_pool, category_id, category_name)
  256. # 返回数据条数不固定 不能以120条为标准
  257. len_resp_json = len(resp_json.get("items", []))
  258. log.info(f"第 {page_number} 页返回 {len_resp_json} 个商品...................")
  259. if len_resp_json == 0:
  260. log.info(f">>>>>>>>>>>>>>>>>>>>> 第 {page_number} 页返回的商品数量为0,停止请求 <<<<<<<<<<<<<<<<<<<<<<")
  261. break
  262. # if page_number < end_page and sleep_seconds > 0:
  263. # time.sleep(sleep_seconds)
  264. @retry(stop=stop_after_attempt(100), wait=wait_fixed(3600), after=after_log)
  265. def mercari_main(log):
  266. """
  267. 主函数
  268. :param log: logger对象
  269. """
  270. log.info(
  271. f'开始运行 {inspect.currentframe().f_code.co_name} 爬虫任务....................................................')
  272. # 配置 MySQL 连接池
  273. sql_pool = MySQLConnectionPool(log=log)
  274. if not sql_pool:
  275. log.error("MySQL数据库连接失败")
  276. raise Exception("MySQL数据库连接失败")
  277. # 抓取类别
  278. crawl_categories = [
  279. {"category_id": 1289, "category_name": "Pokemon"},
  280. {"category_id": 1409, "category_name": "One Piece"},
  281. {"category_id": 7290, "category_name": "Sports"}
  282. ]
  283. try:
  284. for category in crawl_categories:
  285. try:
  286. category_id = category["category_id"]
  287. category_name = category["category_name"]
  288. log.debug(f'开始爬取类别 {category_name}............')
  289. iter_pages(log, sql_pool, category_id, category_name, start_page=1, end_page=200)
  290. except Exception as e:
  291. log.error(f'{inspect.currentframe().f_code.co_name} error: {e}')
  292. except Exception as e:
  293. log.error(f'{inspect.currentframe().f_code.co_name} error: {e}')
  294. finally:
  295. log.info(f'爬虫程序 {inspect.currentframe().f_code.co_name} 运行结束,等待下一轮的采集任务............')
  296. def schedule_task():
  297. """
  298. 设置定时任务
  299. """
  300. # mercari_main(log=logger)
  301. schedule.every().day.at("04:00").do(mercari_main, log=logger)
  302. while True:
  303. schedule.run_pending()
  304. time.sleep(1)
  305. if __name__ == "__main__":
  306. # get_detail_page(logger, "m69042262006")
  307. # mercari_main(log=logger)
  308. schedule_task()