fan_pokemon_card_spider.py 17 KB

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  1. # -*- coding: utf-8 -*-
  2. # Author : Charley
  3. # Python : 3.10.8
  4. # Date : 2025/8/25 14:38
  5. import inspect
  6. from datetime import datetime
  7. import requests
  8. import user_agent
  9. from loguru import logger
  10. from parsel import Selector
  11. from tenacity import retry, stop_after_attempt, wait_fixed
  12. from mysql_pool import MySQLConnectionPool
  13. crawler_language = "繁中"
  14. headers = {
  15. # "referer": "https://asia.pokemon-card.com/tw/card-search/list/",
  16. "user-agent": user_agent.generate_user_agent()
  17. }
  18. logger.remove()
  19. logger.add("./logs/fan_{time:YYYYMMDD}.log", encoding='utf-8', rotation="00:00",
  20. format="[{time:YYYY-MM-DD HH:mm:ss.SSS}] {level} {message}",
  21. level="DEBUG", retention="7 day")
  22. """
  23. expansion_series ->
  24. """
  25. # 稀有度筛选值 → 稀有度标签
  26. # 来源:tw 列表页搜索表单「稀有度」区块的 rarity[] 复选框(value → label),共 21 种
  27. # 用法:GET list/?rarity[]=<value>;不带 expansionCodes 表示跨全部扩充包,
  28. # 不带 regulation 表示全赛制(实测 == regulation=all,不会漏掉旧赛制卡)
  29. RARITY_MAP = {
  30. "1": "C", "2": "U", "3": "R", "4": "RR", "5": "RRR",
  31. "6": "PR", "7": "TR", "8": "SR", "9": "HR", "10": "UR",
  32. "11": "無標記", "12": "K", "13": "A", "14": "AR", "15": "SAR",
  33. "16": "S", "17": "SSR", "18": "ACE", "19": "BWR", "20": "MUR",
  34. "21": "MA",
  35. }
  36. def after_log(retry_state):
  37. """
  38. retry 回调
  39. :param retry_state: RetryCallState 对象
  40. """
  41. # 检查 args 是否存在且不为空
  42. if retry_state.args and len(retry_state.args) > 0:
  43. log = retry_state.args[0] # 获取传入的 logger
  44. else:
  45. log = logger # 使用全局 logger
  46. if retry_state.outcome.failed:
  47. log.warning(
  48. f"Function '{retry_state.fn.__name__}', Attempt {retry_state.attempt_number} Times")
  49. else:
  50. log.info(f"Function '{retry_state.fn.__name__}', Attempt {retry_state.attempt_number} succeeded")
  51. @retry(stop=stop_after_attempt(5), wait=wait_fixed(1), after=after_log)
  52. def get_proxys(log):
  53. """
  54. 获取代理
  55. :return: 代理
  56. """
  57. tunnel = "x371.kdltps.com:15818"
  58. kdl_username = "t13753103189895"
  59. kdl_password = "o0yefv6z"
  60. try:
  61. proxies = {
  62. "http": "http://%(user)s:%(pwd)s@%(proxy)s/" % {"user": kdl_username, "pwd": kdl_password, "proxy": tunnel},
  63. "https": "http://%(user)s:%(pwd)s@%(proxy)s/" % {"user": kdl_username, "pwd": kdl_password, "proxy": tunnel}
  64. }
  65. return proxies
  66. except Exception as e:
  67. log.error(f"Error getting proxy: {e}")
  68. raise e
  69. @retry(stop=stop_after_attempt(5), wait=wait_fixed(1), after=after_log)
  70. def get_category_list(log, sql_pool):
  71. log.debug(f'Request get_category_list.........................')
  72. url = 'https://asia.pokemon-card.com/tw/card-search/'
  73. page = 1
  74. max_page = 100
  75. while page <= max_page:
  76. params = {
  77. # "pageNo": "2"
  78. "pageNo": page
  79. }
  80. response = requests.get(url, headers=headers, params=params, timeout=10)
  81. response.raise_for_status()
  82. selector = Selector(response.text)
  83. tag_li_list = selector.xpath('//ul[@class="expansionList"]/li')
  84. info_list = []
  85. for tag_li in tag_li_list:
  86. expansionLink = tag_li.xpath('./a/@href').get()
  87. expansion_link = f'https://asia.pokemon-card.com{expansionLink}' if expansionLink else None
  88. expansion_img = tag_li.xpath('./a//img/@src').get()
  89. expansion_series = tag_li.xpath('./a//div[@class="seriesBlock"]/span/text()').get()
  90. expansion_title = tag_li.xpath('./a//div[@class="titleBlock"]/h3/text()').get()
  91. expansion_title = expansion_title.strip() if expansion_title else None
  92. expansion_release_time = tag_li.xpath('./a//div[@class="titleBlock"]/time/@datetime').get()
  93. data_dict = {
  94. "expansion_link": expansion_link,
  95. "expansion_img": expansion_img,
  96. "expansion_series": expansion_series,
  97. "expansion_title": expansion_title,
  98. "expansion_release_time": expansion_release_time,
  99. "crawler_language": crawler_language
  100. }
  101. # print(data_dict)
  102. info_list.append(data_dict)
  103. if info_list:
  104. sql_pool.insert_many(table="pokemon_fanz_category", data_list=info_list, ignore=True)
  105. if not tag_li_list:
  106. log.debug(f'not tag_li_list!!! page: {page}!!!!!!!!!!')
  107. break
  108. if len(tag_li_list) < 20:
  109. log.debug(
  110. f'--------------- page {page} has {len(tag_li_list)} items, [len(tag_li_list) < 20] ->->-> break ---------------')
  111. break
  112. page += 1
  113. # -----------------------------------------------------------------------------------------------------------------------
  114. @retry(stop=stop_after_attempt(5), wait=wait_fixed(1), after=after_log)
  115. def get_list_single_page(log, sql_pool, page, cate_tuple):
  116. # expansion_link,expansion_series,expansion_title,expansion_release_time
  117. url = cate_tuple[0]
  118. expansion_series = cate_tuple[1]
  119. expansion_title = cate_tuple[2]
  120. expansion_release_time = cate_tuple[3]
  121. # expansion_release_time 为'03-28-2025'格式 转换为正常的 年月日
  122. date_obj = datetime.strptime(expansion_release_time, '%m-%d-%Y')
  123. expansion_release_time = date_obj.strftime('%Y-%m-%d')
  124. log.debug(f'Request get_list_single_page for page: {page}')
  125. # url = "https://asia.pokemon-card.com/tw/card-search/list/"
  126. params = {
  127. # "pageNo": "2"
  128. "pageNo": page
  129. }
  130. # response = requests.get(url, headers=headers, params=params, timeout=10, proxies=get_proxys(log))
  131. response = requests.get(url, headers=headers, params=params, timeout=10)
  132. # print(response.text)
  133. response.raise_for_status()
  134. selector = Selector(response.text)
  135. tag_li_list = selector.xpath('//*[@id="searchForm"]//ul/li')
  136. info_list = []
  137. for tag_li in tag_li_list:
  138. detail_url_str = tag_li.xpath('./a/@href').get()
  139. card_id = detail_url_str.split('/')[-2]
  140. detail_url = f"https://asia.pokemon-card.com{detail_url_str}"
  141. img = tag_li.xpath('.//img/@src').get()
  142. if not img:
  143. img = tag_li.xpath('.//img/@data-original').get()
  144. data_dict = {
  145. "card_id": card_id,
  146. "major_category_name": expansion_series,
  147. "pg_label": expansion_title,
  148. "sales_date": expansion_release_time,
  149. "detail_url": detail_url,
  150. "img": img,
  151. "crawler_language": crawler_language
  152. }
  153. # print(data_dict)
  154. info_list.append(data_dict)
  155. if info_list:
  156. # 用 upsert 入库:新卡照常插入;已存在的卡(唯一键 card_id+crawler_language)只刷新
  157. # 分类三列(major_category_name/pg_label/sales_date),不动 card_name/card_no/img 等其它字段。
  158. # 变更原因(2026/07/03):原 INSERT IGNORE 遇已存在卡会整行跳过,导致早期旧代码入库、
  159. # 分类三列为 NULL 的历史行永远回填不上;改为 ON DUPLICATE KEY UPDATE 后重爬即可自愈。
  160. cols = ["card_id", "major_category_name", "pg_label",
  161. "sales_date", "detail_url", "img", "crawler_language"]
  162. placeholders = ", ".join(["%s"] * len(cols))
  163. upsert_sql = f"""
  164. INSERT INTO pokemon_card_record ({', '.join(cols)}) VALUES ({placeholders})
  165. ON DUPLICATE KEY UPDATE
  166. major_category_name = VALUES(major_category_name),
  167. pg_label = VALUES(pg_label),
  168. sales_date = VALUES(sales_date)
  169. """
  170. args_list = [tuple(d[c] for c in cols) for d in info_list]
  171. sql_pool.insert_many(query=upsert_sql, args_list=args_list)
  172. return len(tag_li_list)
  173. def get_data_list(log, sql_pool, cate_tuple):
  174. page = 1
  175. max_page = 600
  176. while page <= max_page:
  177. try:
  178. log.debug(
  179. f'--------------- {inspect.currentframe().f_code.co_name}, page {page}, start ---------------')
  180. len_items = get_list_single_page(log, sql_pool, page, cate_tuple)
  181. except Exception as e:
  182. log.error(
  183. f"{inspect.currentframe().f_code.co_name} Request get_list_single_page for page:{page}, {e}")
  184. len_items = 0
  185. if len_items < 20:
  186. log.debug(f'--------------- page {page} has {len_items} items, break ---------------')
  187. break
  188. if page > 50:
  189. log.debug(f'--------------- page {page} has {len_items} items, [page > 50] ->->-> break ---------------')
  190. break
  191. page += 1
  192. # ----------------------------------------------------------------------------------------------------------------------
  193. @retry(stop=stop_after_attempt(5), wait=wait_fixed(1), after=after_log)
  194. def get_rarity_single_page(log, rarity_value, page):
  195. """请求指定稀有度、指定页码的卡片列表,返回本页所有 card_id。
  196. :param log: logger 对象
  197. :param rarity_value: 稀有度筛选值(RARITY_MAP 的 key,如 '8' 表示 SR)
  198. :param page: 页码,从 1 开始
  199. :return: (card_id 列表, 本页卡片数量)
  200. """
  201. log.debug(f'Request get_rarity_single_page rarity_value={rarity_value} page={page}')
  202. url = "https://asia.pokemon-card.com/tw/card-search/list/"
  203. # rarity[] 为列表页搜索表单的稀有度复选框参数;不带 expansionCodes=跨全部扩充包,
  204. # 不带 regulation=全赛制(实测与 regulation=all 一致,能覆盖旧赛制卡)
  205. params = {
  206. "rarity[]": rarity_value,
  207. "pageNo": page,
  208. }
  209. response = requests.get(url, headers=headers, params=params, timeout=10)
  210. response.raise_for_status()
  211. selector = Selector(response.text)
  212. tag_li_list = selector.xpath('//*[@id="searchForm"]//ul/li')
  213. card_ids = []
  214. for tag_li in tag_li_list:
  215. detail_url_str = tag_li.xpath('./a/@href').get()
  216. # 只取指向卡片详情页的 li,过滤掉搜索表单内其它无关 li
  217. if not detail_url_str or '/detail/' not in detail_url_str:
  218. continue
  219. card_id = detail_url_str.split('/')[-2]
  220. card_ids.append(card_id)
  221. return card_ids, len(card_ids)
  222. def get_rarity_list(log, sql_pool, rarity_value, rarity_label):
  223. """翻页抓取某个稀有度下的全部卡片,并把 rarity 回填到已入库的繁中卡片。
  224. 只按 card_id + crawler_language 定位更新已存在的行,不新增卡片;
  225. 库中没有的 card_id(如尚未爬到的卡)更新 0 行,无副作用。
  226. :param log: logger 对象
  227. :param sql_pool: MySQL 连接池
  228. :param rarity_value: 稀有度筛选值(RARITY_MAP 的 key)
  229. :param rarity_label: 稀有度标签,写入 rarity 字段(如 'SR')
  230. """
  231. page = 1
  232. max_page = 500 # 上限保护:普通卡(C/U)跨全部扩充包页数较多
  233. total = 0
  234. while page <= max_page:
  235. try:
  236. card_ids, len_items = get_rarity_single_page(log, rarity_value, page)
  237. except Exception as e:
  238. log.error(
  239. f"{inspect.currentframe().f_code.co_name} get_rarity_single_page rarity={rarity_label} page={page} error: {e}")
  240. break
  241. if card_ids:
  242. # 逐行回填 rarity:data_list 与 condition_list 等长一一对应
  243. data_list = [{"rarity": rarity_label} for _ in card_ids]
  244. condition_list = [{"card_id": cid, "crawler_language": crawler_language} for cid in card_ids]
  245. try:
  246. sql_pool.update_many(table="pokemon_card_record", data_list=data_list, condition_list=condition_list)
  247. total += len(card_ids)
  248. except Exception as e:
  249. log.error(
  250. f"{inspect.currentframe().f_code.co_name} update_many rarity={rarity_label} page={page} error: {e}")
  251. if len_items < 20:
  252. log.debug(f'--------------- rarity={rarity_label} page {page} has {len_items} items, break ---------------')
  253. break
  254. page += 1
  255. log.info(f'稀有度 {rarity_label}(value={rarity_value}) 采集完成,累计回填 {total} 张卡')
  256. def get_all_rarity(log, sql_pool):
  257. """遍历 RARITY_MAP 全部稀有度,逐个筛选并回填繁中卡片的 rarity 字段。
  258. :param log: logger 对象
  259. :param sql_pool: MySQL 连接池
  260. """
  261. log.debug(f'........... 获取并回填稀有度 ..........')
  262. for rarity_value, rarity_label in RARITY_MAP.items():
  263. try:
  264. log.info(f'正在处理稀有度 {rarity_label} (value={rarity_value}) .........')
  265. get_rarity_list(log, sql_pool, rarity_value, rarity_label)
  266. except Exception as e:
  267. log.error(f"{inspect.currentframe().f_code.co_name} get_rarity_list rarity={rarity_label} error: {e}")
  268. # ----------------------------------------------------------------------------------------------------------------------
  269. @retry(stop=stop_after_attempt(5), wait=wait_fixed(1), after=after_log)
  270. def get_details(log, sql_id_detail_url: tuple, sql_pool):
  271. log.debug(f'Request get_details for sql_id_detail_url: {sql_id_detail_url}')
  272. # url = "https://asia.pokemon-card.com/tw/card-search/detail/13958/"
  273. url = sql_id_detail_url[1]
  274. # response = requests.get(url, headers=headers, timeout=10, proxies=get_proxys(log))
  275. response = requests.get(url, headers=headers, timeout=10)
  276. # print(response.text)
  277. response.raise_for_status()
  278. selector = Selector(response.text)
  279. card_name = selector.xpath('//div[@class="wrapper"]/header/h1/text()').getall()
  280. card_name = ''.join(card_name) if card_name else None
  281. card_name = card_name.strip() if card_name else None
  282. card_no = selector.xpath('//div[@class="wrapper"]//span[@class="collectorNumber"]/text()').get()
  283. card_no = card_no.strip() if card_no else None
  284. data_dict = {
  285. "card_name": card_name,
  286. "card_no": card_no
  287. }
  288. # print(data_dict)
  289. sql_pool.update_one_or_dict(
  290. table="pokemon_card_record",
  291. data=data_dict,
  292. condition={"id": sql_id_detail_url[0]}
  293. )
  294. @retry(stop=stop_after_attempt(100), wait=wait_fixed(3600), after=after_log)
  295. def fz_pokemon_main(log):
  296. """
  297. 主函数
  298. """
  299. log.info(f'开始运行 {inspect.currentframe().f_code.co_name} 爬虫任务.............................................')
  300. # 配置 MySQL 连接池
  301. sql_pool = MySQLConnectionPool(log=log)
  302. if not sql_pool.check_pool_health():
  303. log.error("数据库连接池异常")
  304. raise RuntimeError("数据库连接池异常")
  305. try:
  306. # 获取分类列表
  307. log.debug(".......... 获取分类列表 ..........")
  308. try:
  309. get_category_list(logger, sql_pool)
  310. except Exception as e:
  311. log.error(f"{inspect.currentframe().f_code.co_name} Request get_category_list error: {e}")
  312. # 获取每个分类下的 产品列表
  313. sql_cate_list = sql_pool.select_all(
  314. f"SELECT expansion_link,expansion_series,expansion_title,expansion_release_time FROM pokemon_fanz_category WHERE crawler_language='{crawler_language}'")
  315. # sql_cate_list = [x[0] for x in sql_cate_list]
  316. for cate_tuple in sql_cate_list:
  317. try:
  318. # 获取商品列表 https://asia.pokemon-card.com/tw/card-search/list/?expansionCodes=M1L
  319. log.debug(f'Request get_data_list for cate: {cate_tuple}')
  320. get_data_list(logger, sql_pool, cate_tuple)
  321. except Exception as e:
  322. log.error(f"{inspect.currentframe().f_code.co_name} Request get_data_list error: {e}")
  323. # 获取商品详情
  324. log.debug(f"........... 获取商品详情 ..........")
  325. sql_ietm_id_list = sql_pool.select_all(
  326. f"SELECT id, detail_url FROM pokemon_card_record WHERE card_name IS NULL AND crawler_language='{crawler_language}'")
  327. for item_id in sql_ietm_id_list:
  328. try:
  329. get_details(log, item_id, sql_pool)
  330. except Exception as e:
  331. log.error(f"Request get_details error: {e}")
  332. # 回填稀有度:跨全部扩充包按 rarity[] 逐个筛选,将 rarity 写入已入库卡片
  333. # 既补历史数据,也让后续每轮采集自动带上最新稀有度(列表 upsert 不动 rarity 列,不会被覆盖)
  334. log.debug(f"........... 回填稀有度 ..........")
  335. try:
  336. get_all_rarity(log, sql_pool)
  337. except Exception as e:
  338. log.error(f"{inspect.currentframe().f_code.co_name} Request get_all_rarity error: {e}")
  339. except Exception as e:
  340. log.error(f'{inspect.currentframe().f_code.co_name} error: {e}')
  341. finally:
  342. 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............')
  343. if __name__ == '__main__':
  344. # get_list_single_page(logger, None, 1, 'https://asia.pokemon-card.com/tw/card-search/list/?expansionCodes=M1L')
  345. # get_details(logger, (None, None), None)
  346. # get_category_list(logger)
  347. fz_pokemon_main(logger)