{"id":105828,"date":"2026-09-16T08:32:27","date_gmt":"2026-09-16T00:32:27","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/105828.html"},"modified":"2026-09-16T08:32:27","modified_gmt":"2026-09-16T00:32:27","slug":"%e3%80%90%e8%b7%a8%e5%b8%82%e5%9c%ba%e6%95%b0%e6%8d%ae%e5%ae%9e%e6%88%98-01%e3%80%91%e5%8c%97%e5%90%91%e8%b5%84%e9%87%91%e6%95%b0%e6%8d%ae%e6%80%8e%e4%b9%88%e5%8f%96%ef%bc%9a21%e4%b8%aa%e6%8e%a5","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/105828.html","title":{"rendered":"\u3010\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218 #01\u3011\u5317\u5411\u8d44\u91d1\u6570\u636e\u600e\u4e48\u53d6\uff1a21\u4e2a\u63a5\u53e3\u30012\u79cd\u53e3\u5f84\uff0c\u522b\u628a\u5b63\u9891\u5f53\u65e5\u7528"},"content":{"rendered":"

\u3010\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218 #01\u3011\u5317\u5411\u8d44\u91d1\u6570\u636e\u600e\u4e48\u53d6：21\u4e2a\u63a5\u53e3\u30012\u79cd\u53e3\u5f84，\u522b\u628a\u5b63\u9891\u5f53\u65e5\u7528<\/h2>\n

\u7cfb\u5217：\u300a\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218\u300b｜\u8fde\u8f7d\u9879\u76ee \u00b7 \u7eaf GET \u53d6\u6570 \u00b7 \u4ec5\u4f9d\u8d56 requests
\n\u9002\u7528：\u60f3\u770b\u5317\u5411\/\u5357\u5411\u8d44\u91d1\u3001\u4f46\u88ab\u300c\u65e5\u9891\u8fd8\u662f\u5b63\u9891\u300d\u300c\u4e07\u5143\u8fd8\u662f\u767e\u4e07\u300d\u7ed5\u6655\u7684\u8bfb\u8005\u3002\u672c\u7bc7\u7ed9\u6e2f\u80a1\u901a\u677f\u5757 21 \u4e2a\u7aef\u70b9\u7684\u5206\u7ec4\u5730\u56fe\u3001\u4e09\u5957\u53e3\u5f84\u7684\u5f52\u4e00\u5316\u4ee3\u7801\u3001\u5b63\u9891\u964d\u7ea7\u5b88\u536b，\u5168\u90e8\u53ea\u4f9d\u8d56 requests，\u6240\u6709\u793a\u4f8b\u5747\u4e3a\u6f14\u793a\u6570\u636e，\u4e0d\u6784\u6210\u6536\u76ca\u627f\u8bfa\u3002<\/p>\n

1. \u4f60\u5c06\u5f97\u5230\u4ec0\u4e48<\/h3>\n

\u8bfb\u5b8c\u8fd9\u4e00\u7bc7，\u4f60\u80fd\u62ff\u8d70\u56db\u6837\u4e1c\u897f：<\/p>\n

  • \u4e00\u5f20\u5206\u7ec4\u5730\u56fe：\u6e2f\u80a1\u901a\u677f\u5757 21 \u4e2a\u7aef\u70b9\u6309\u7528\u9014\u5206\u6210 8 \u7ec4，\u77e5\u9053\u4ec0\u4e48\u6570\u636e\u8be5\u6572\u54ea\u4e2a\u95e8；<\/li>\n
  • \u4e00\u5957\u5f52\u4e00\u5316\u4ee3\u7801：\u5b98\u65b9\u63a5\u53e3\u91cc\u540c\u4e00\u4e2a"\u8d44\u91d1\u6d41\u5165"\u6709\u4e07\u3001\u767e\u4e07\u3001\u4e07\u5143\u4e09\u79cd\u5355\u4f4d，\u672c\u7bc7\u7edf\u4e00\u6362\u7b97\u5230\u300c\u4ebf\u5143\u300d，\u4e0d\u7528\u6bcf\u6b21\u5fc3\u7b97；<\/li>\n
  • \u4e00\u9053\u5b63\u9891\u5b88\u536b：\u5317\u5411\u4e2a\u80a1\u6392\u540d\u63a5\u53e3\u5df2\u7ecf\u4ece\u65e5\u9891\u964d\u7ea7\u4e3a\u5b63\u9891，\u5982\u679c\u4f60\u8fd8\u6309\u65e5\u9891\u53bb\u7b97"\u8fde\u7eed 5 \u65e5\u589e\u6301"，\u7b97\u51fa\u6765\u7684\u4e1c\u897f\u662f\u7a7a\u7684\u2014\u2014\u672c\u7bc7\u7528\u4ee3\u7801\u628a\u8fd9\u9053\u9519\u663e\u5f0f\u62e6\u4f4f；<\/li>\n
  • \u4e94\u4e2a\u771f\u5b9e\u8e29\u5751\u70b9，\u90fd\u662f\u6587\u6863\u91cc\u5199\u4e86\u3001\u4f46\u7b2c\u4e00\u6b21\u7528\u51e0\u4e4e\u4e00\u5b9a\u4f1a\u8e29\u7684\u3002<\/li>\n

    \u4ee3\u7801\u5168\u90e8\u81ea\u5305\u542b，\u590d\u5236\u8fdb .py \u76f4\u63a5\u80fd\u8dd1，\u4e0d\u4f9d\u8d56 numpy \/ pandas\u3002<\/p>\n

    2. \u672c\u7bc7\u53d6\u6570\u7ea6\u5b9a<\/h3>\n
      \n
    • \u5168\u90e8\u63a5\u53e3\u90fd\u662f GET + query \u53c2\u6570，token \u653e\u5728\u67e5\u8be2\u4e32\u91cc（?token=xxx）；<\/li>\n
    • \u7edf\u4e00\u57fa\u5740 https:\/\/api.zhituapi.com；<\/li>\n
    • \u4ee3\u7801\u5757\u91cc\u7684 \u4f60\u7684token \u662f\u5360\u4f4d\u7b26，\u6362\u6210\u4f60\u7684 token \u5373\u53ef；<\/li>\n
    • \u6240\u6709\u63a5\u53e3\u8def\u5f84\u5747\u53d6\u81ea\u5b98\u65b9\u6587\u6863\u3002<\/li>\n<\/ul>\n

      3. 21 \u4e2a\u7aef\u70b9\u5206 8 \u7ec4<\/h3>\n

      \u5148\u5efa\u7acb\u5730\u56fe\u3002\u6e2f\u80a1\u901a\u677f\u5757\u4e00\u5171 21 \u4e2a\u7aef\u70b9，\u6309\u7528\u9014\u5206：<\/p>\n\n\u7ec4\u7aef\u70b9\u7528\u9014\u66f4\u65b0\u9891\u7387<\/tr>\n\n\n\n\n\n\n\n\n\n
      \u5f53\u65e5\u6982\u89c8<\/td>\n\/ht\/nbzj\/lxgl<\/td>\n\u56db\u4e2a\u901a\u9053\u5f53\u65e5\u7684\u6210\u4ea4\u51c0\u4e70\u989d\u3001\u8d44\u91d1\u51c0\u6d41\u5165\u3001\u6da8\u8dcc\u5bb6\u6570<\/td>\n\u6bcf\u65e5 20:10<\/td>\n<\/tr>\n
      \u5386\u53f2\u603b\u89c8<\/td>\n\/ht\/nbzj\/bxzl\u3001\/ht\/nbzj\/nxzl<\/td>\n\u5317\u5411\/\u5357\u5411\u7d2f\u8ba1\u51c0\u6d41\u5165<\/td>\n\u6bcf\u65e5 20:10<\/td>\n<\/tr>\n
      \u5386\u53f2\u8d70\u52bf<\/td>\n\/ht\/nbzj\/bxls\/{jd}\u3001\/ht\/nbzj\/nxls\/{jd}<\/td>\n\u6bcf\u65e5\u51c0\u6d41\u5165\u5e8f\u5217，jd \u53d6 1\/6\/12\/all<\/td>\n\u6bcf\u65e5 20:10<\/td>\n<\/tr>\n
      \u6210\u5206\u80a1\u884c\u60c5<\/td>\n\/ht\/nbzj\/hgtc\u3001sgtc\u3001ggth\u3001ggts<\/td>\n\u6caa\u80a1\u901a\/\u6df1\u80a1\u901a\/\u6e2f\u80a1\u901a（\u6caa\u00b7\u6df1）\u6210\u5206\u80a1\u660e\u7ec6，\u6309\u6da8\u8dcc\u5e45\u964d\u5e8f<\/td>\n\u6bcf\u65e5 20:10<\/td>\n<\/tr>\n
      \u5341\u5927\u6210\u4ea4\u80a1<\/td>\n\/ht\/nbzj\/hgts\u3001sgts\u3001hcjd\u3001scjd<\/td>\n\u8fd1 30 \u4e2a\u4ea4\u6613\u65e5\u5341\u5927\u6210\u4ea4\u80a1，\u6309\u65e5\u671f\u5012\u5e8f<\/td>\n\u6bcf\u65e5 20:10<\/td>\n<\/tr>\n
      \u5386\u53f2\u6570\u636e<\/td>\n\/ht\/nbzj\/hgls\u3001shls\u3001ghls\u3001gsls<\/td>\n\u5404\u901a\u9053\u5386\u53f2\u6570\u636e，\u6309\u65e5\u671f\u5012\u5e8f<\/td>\n\u6bcf\u65e5 20:10<\/td>\n<\/tr>\n
      AH \u6bd4\u4ef7<\/td>\n\/ht\/nbzj\/ah<\/td>\nA \u80a1\u4e0e H \u80a1\u6bd4\u4ef7<\/td>\n\u6bcf\u65e5 20:10<\/td>\n<\/tr>\n
      \u4e2a\u80a1\u6392\u540d<\/td>\n\/ht\/nbzj\/bxpm\/{zq}\u3001hgpm\/{zq}\u3001sgpm\/{zq}<\/td>\n\u5317\u5411\/\u6caa\u80a1\u901a\/\u6df1\u80a1\u901a\u6301\u80a1\u6392\u540d<\/td>\n\u6bcf\u5b63\u5ea6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u6ce8\u610f\u6700\u540e\u4e00\u884c\u2014\u2014\u524d 7 \u7ec4\u90fd\u662f\u65e5\u9891，\u53ea\u6709\u4e2a\u80a1\u6392\u540d\u7ec4\u662f\u5b63\u9891\u3002\u8fd9\u5c31\u662f\u5168\u7bc7\u6700\u5927\u7684\u5751\u3002<\/p>\n

      4. \u6838\u5fc3\u6a21\u677f\u51fd\u6570<\/h3>\n

      import<\/span> requests,<\/span> time<\/p>\n

      BASE =<\/span> "https:\/\/api.zhituapi.com"<\/span>
      \nTOKEN =<\/span> "\u4f60\u7684token"<\/span><\/p>\n

      # ———- 1. \u5b57\u6bb5\u5bb9\u9519\u4e0e\u7c7b\u578b\u5f52\u4e00 ———-<\/span>
      \ndef<\/span> _hit_key<\/span>(<\/span>d,<\/span> *<\/span>cands,<\/span> default=<\/span>None<\/span>)<\/span>:<\/span>
      \n """\u5b57\u6bb5\u5bb9\u9519：\u63a5\u53e3\u5076\u53d1\u5927\u5c0f\u5199\/\u4e2d\u82f1\u6587\u6df7\u7528\u65f6，\u6309\u987a\u5e8f\u53d6\u7b2c\u4e00\u4e2a\u975e\u7a7a\u503c"""<\/span>
      \n if<\/span> not<\/span> isinstance<\/span>(<\/span>d,<\/span> dict<\/span>)<\/span>:<\/span>
      \n return<\/span> default
      \n for<\/span> c in<\/span> cands:<\/span>
      \n if<\/span> c in<\/span> d and<\/span> d[<\/span>c]<\/span> not<\/span> in<\/span> (<\/span>None<\/span>,<\/span> ""<\/span>,<\/span> "-"<\/span>,<\/span> "null"<\/span>)<\/span>:<\/span>
      \n return<\/span> d[<\/span>c]<\/span>
      \n low =<\/span> {<\/span>str<\/span>(<\/span>k)<\/span>.<\/span>lower(<\/span>)<\/span>:<\/span> v for<\/span> k,<\/span> v in<\/span> d.<\/span>items(<\/span>)<\/span>}<\/span>
      \n for<\/span> c in<\/span> cands:<\/span>
      \n v =<\/span> low.<\/span>get(<\/span>str<\/span>(<\/span>c)<\/span>.<\/span>lower(<\/span>)<\/span>)<\/span>
      \n if<\/span> v not<\/span> in<\/span> (<\/span>None<\/span>,<\/span> ""<\/span>,<\/span> "-"<\/span>,<\/span> "null"<\/span>)<\/span>:<\/span>
      \n return<\/span> v
      \n return<\/span> default<\/p>\n

      def<\/span> _to_float<\/span>(<\/span>v,<\/span> default=<\/span>None<\/span>)<\/span>:<\/span>
      \n try<\/span>:<\/span>
      \n if<\/span> v in<\/span> (<\/span>None<\/span>,<\/span> ""<\/span>,<\/span> "-"<\/span>,<\/span> "null"<\/span>,<\/span> "None"<\/span>)<\/span>:<\/span>
      \n return<\/span> default
      \n return<\/span> float<\/span>(<\/span>v)<\/span>
      \n except<\/span> (<\/span>TypeError,<\/span> ValueError)<\/span>:<\/span>
      \n return<\/span> default<\/p>\n

      # ———- 2. \u7edf\u4e00\u8bf7\u6c42：\u91cd\u8bd5 + \u9000\u907f + \u964d\u7ea7 ———-<\/span>
      \ndef<\/span> _get<\/span>(<\/span>path,<\/span> params=<\/span>None<\/span>,<\/span> timeout=<\/span>10<\/span>,<\/span> retries=<\/span>2<\/span>,<\/span> backoff=<\/span>0.6<\/span>,<\/span> default=<\/span>None<\/span>)<\/span>:<\/span>
      \n """\u8fd4\u56de JSON；\u5931\u8d25\u91cd\u8bd5 retries \u6b21\u4ecd\u5931\u8d25\u5219\u8fd4\u56de {'_error': \u539f\u56e0}"""<\/span>
      \n q =<\/span> {<\/span>"token"<\/span>:<\/span> TOKEN}<\/span>
      \n if<\/span> params:<\/span>
      \n q.<\/span>update(<\/span>params)<\/span>
      \n last =<\/span> ""<\/span>
      \n for<\/span> i in<\/span> range<\/span>(<\/span>retries +<\/span> 1<\/span>)<\/span>:<\/span>
      \n try<\/span>:<\/span>
      \n r =<\/span> requests.<\/span>get(<\/span>BASE +<\/span> path,<\/span> params=<\/span>q,<\/span> timeout=<\/span>timeout)<\/span>
      \n if<\/span> r.<\/span>status_code ==<\/span> 200<\/span>:<\/span>
      \n try<\/span>:<\/span>
      \n return<\/span> r.<\/span>json(<\/span>)<\/span>
      \n except<\/span> ValueError:<\/span>
      \n return<\/span> default
      \n last =<\/span> "HTTP %s %s"<\/span> %<\/span> (<\/span>r.<\/span>status_code,<\/span> (<\/span>r.<\/span>text or<\/span> ""<\/span>)<\/span>.<\/span>strip(<\/span>)<\/span>[<\/span>:<\/span>80<\/span>]<\/span>)<\/span>
      \n except<\/span> Exception as<\/span> e:<\/span>
      \n last =<\/span> "%s: %s"<\/span> %<\/span> (<\/span>type<\/span>(<\/span>e)<\/span>.<\/span>__name__,<\/span> e)<\/span>
      \n if<\/span> i <<\/span> retries:<\/span>
      \n time.<\/span>sleep(<\/span>backoff *<\/span> (<\/span>i +<\/span> 1<\/span>)<\/span>)<\/span>
      \n return<\/span> {<\/span>"_error"<\/span>:<\/span> last}<\/span><\/p>\n

      # ———- 3. \u5355\u4f4d\u5f52\u4e00：\u5168\u90e8\u6362\u7b97\u5230\u300c\u4ebf\u5143\u300d ———-<\/span>
      \nUNIT_IN_YI =<\/span> {<\/span> # \u5404\u63a5\u53e3\u539f\u59cb\u5355\u4f4d -> 1 \u5355\u4f4d\u7b49\u4e8e\u591a\u5c11\u4ebf\u5143<\/span>
      \n "\u4e07"<\/span>:<\/span> 1e-4<\/span>,<\/span> # lxgl \u7684 netbuy \/ netin \/ remain<\/span>
      \n "\u767e\u4e07"<\/span>:<\/span> 1e-2<\/span>,<\/span> # bxls \/ nxls \u7684 bx \/ hgt \/ sgt<\/span>
      \n "\u4e07\u5143"<\/span>:<\/span> 1e-4<\/span>,<\/span> # bxzl \u7684 bxall \/ hgtall \/ sgtall<\/span>
      \n "\u5143"<\/span>:<\/span> 1e-8<\/span>,<\/span>
      \n}<\/span><\/p>\n

      def<\/span> to_yi<\/span>(<\/span>v,<\/span> unit=<\/span>"\u4e07"<\/span>)<\/span>:<\/span>
      \n """\u539f\u59cb\u91d1\u989d -> \u4ebf\u5143；None \/ \u7a7a\u4e32 \/ \u5f02\u5e38\u503c\u8fd4\u56de None（\u4e0d\u731c\u3001\u4e0d\u586b 0）"""<\/span>
      \n f =<\/span> _to_float(<\/span>v)<\/span>
      \n if<\/span> f is<\/span> None<\/span>:<\/span>
      \n return<\/span> None<\/span>
      \n return<\/span> round<\/span>(<\/span>f *<\/span> UNIT_IN_YI.<\/span>get(<\/span>unit,<\/span> 1.0<\/span>)<\/span>,<\/span> 4<\/span>)<\/span><\/p>\n

      # ———- 4. \u4e09\u5957\u53e3\u5f84\u7684\u5f52\u4e00\u5316 ———-<\/span>
      \ndef<\/span> norm_overview<\/span>(<\/span>rows)<\/span>:<\/span>
      \n """\/ht\/nbzj\/lxgl -> \u53ea\u7559\u5317\u5411\u56db\u6761\u901a\u9053（\u5355\u4f4d：\u4ebf\u5143）"""<\/span>
      \n out =<\/span> [<\/span>]<\/span>
      \n for<\/span> r in<\/span> rows or<\/span> [<\/span>]<\/span>:<\/span>
      \n if<\/span> _hit_key(<\/span>r,<\/span> "dir"<\/span>,<\/span> default=<\/span>""<\/span>)<\/span> !=<\/span> "\u5317\u5411"<\/span>:<\/span>
      \n continue<\/span>
      \n out.<\/span>append(<\/span>{<\/span>
      \n "\u677f\u5757"<\/span>:<\/span> _hit_key(<\/span>r,<\/span> "tname"<\/span>,<\/span> default=<\/span>"-"<\/span>)<\/span>,<\/span>
      \n "\u51c0\u4e70\u989d"<\/span>:<\/span> to_yi(<\/span>_hit_key(<\/span>r,<\/span> "netbuy"<\/span>)<\/span>,<\/span> "\u4e07"<\/span>)<\/span>,<\/span>
      \n "\u51c0\u6d41\u5165"<\/span>:<\/span> to_yi(<\/span>_hit_key(<\/span>r,<\/span> "netin"<\/span>)<\/span>,<\/span> "\u4e07"<\/span>)<\/span>,<\/span>
      \n "\u4f59\u989d"<\/span>:<\/span> to_yi(<\/span>_hit_key(<\/span>r,<\/span> "remain"<\/span>)<\/span>,<\/span> "\u4e07"<\/span>)<\/span>,<\/span>
      \n "\u4e0a\u6da8"<\/span>:<\/span> _to_float(<\/span>_hit_key(<\/span>r,<\/span> "up"<\/span>)<\/span>,<\/span> 0<\/span>)<\/span>,<\/span>
      \n "\u4e0b\u8dcc"<\/span>:<\/span> _to_float(<\/span>_hit_key(<\/span>r,<\/span> "down"<\/span>)<\/span>,<\/span> 0<\/span>)<\/span>,<\/span>
      \n "\u72b6\u6001"<\/span>:<\/span> _hit_key(<\/span>r,<\/span> "status"<\/span>,<\/span> default=<\/span>"-"<\/span>)<\/span>,<\/span>
      \n }<\/span>)<\/span>
      \n return<\/span> out<\/p>\n

      def<\/span> norm_series<\/span>(<\/span>rows,<\/span> unit=<\/span>"\u767e\u4e07"<\/span>)<\/span>:<\/span>
      \n """\/ht\/nbzj\/bxls|nxls\/{jd} -> \u7edf\u4e00 [{'\u65e5\u671f','\u5317\u5411','\u6caa\u80a1\u901a','\u6df1\u80a1\u901a'}]，\u4ebf\u5143"""<\/span>
      \n out =<\/span> [<\/span>]<\/span>
      \n for<\/span> r in<\/span> rows or<\/span> [<\/span>]<\/span>:<\/span>
      \n out.<\/span>append(<\/span>{<\/span>
      \n "\u65e5\u671f"<\/span>:<\/span> _hit_key(<\/span>r,<\/span> "t"<\/span>,<\/span> "date"<\/span>,<\/span> default=<\/span>"-"<\/span>)<\/span>,<\/span>
      \n "\u5317\u5411"<\/span>:<\/span> to_yi(<\/span>_hit_key(<\/span>r,<\/span> "bx"<\/span>,<\/span> "nx"<\/span>)<\/span>,<\/span> unit)<\/span>,<\/span>
      \n "\u6caa\u80a1\u901a"<\/span>:<\/span> to_yi(<\/span>_hit_key(<\/span>r,<\/span> "hgt"<\/span>,<\/span> "ggth"<\/span>)<\/span>,<\/span> unit)<\/span>,<\/span>
      \n "\u6df1\u80a1\u901a"<\/span>:<\/span> to_yi(<\/span>_hit_key(<\/span>r,<\/span> "sgt"<\/span>,<\/span> "ggts"<\/span>)<\/span>,<\/span> unit)<\/span>,<\/span>
      \n }<\/span>)<\/span>
      \n return<\/span> out<\/p>\n

      def<\/span> norm_total<\/span>(<\/span>d)<\/span>:<\/span>
      \n """\/ht\/nbzj\/bxzl -> \u7d2f\u8ba1\u51c0\u6d41\u5165（\u4ebf\u5143）"""<\/span>
      \n return<\/span> {<\/span>
      \n "\u5317\u5411\u7d2f\u8ba1"<\/span>:<\/span> to_yi(<\/span>_hit_key(<\/span>d,<\/span> "bxall"<\/span>)<\/span>,<\/span> "\u4e07\u5143"<\/span>)<\/span>,<\/span>
      \n "\u6caa\u80a1\u901a\u7d2f\u8ba1"<\/span>:<\/span> to_yi(<\/span>_hit_key(<\/span>d,<\/span> "hgtall"<\/span>)<\/span>,<\/span> "\u4e07\u5143"<\/span>)<\/span>,<\/span>
      \n "\u6df1\u80a1\u901a\u7d2f\u8ba1"<\/span>:<\/span> to_yi(<\/span>_hit_key(<\/span>d,<\/span> "sgtall"<\/span>)<\/span>,<\/span> "\u4e07\u5143"<\/span>)<\/span>,<\/span>
      \n }<\/span><\/p>\n

      # ———- 5. \u5b63\u9891\u5b88\u536b ———-<\/span>
      \nSNAPSHOT_FIELDS =<\/span> (<\/span>"jrcg"<\/span>,<\/span> "jrsz"<\/span>,<\/span> "jrltb"<\/span>,<\/span> "jrzgbb"<\/span>)<\/span> # \u5feb\u7167\u65e5\u6301\u80a1，\u4ecd\u6709\u6548<\/span>
      \nPERIOD_FIELDS =<\/span> (<\/span>"zqzc"<\/span>,<\/span> "zqsz"<\/span>,<\/span> "zqszzf"<\/span>,<\/span> "zqltb"<\/span>,<\/span> "zqzgbb"<\/span>)<\/span> # \u5468\u671f\u589e\u6301，\u591a\u5df2\u505c\u66f4<\/span><\/p>\n

      def<\/span> norm_rank<\/span>(<\/span>rows)<\/span>:<\/span>
      \n """\/ht\/nbzj\/bxpm|hgpm|sgpm\/{zq} -> (\u6392\u540d\u5217\u8868, \u5143\u4fe1\u606f)；\u81ea\u52a8\u4e22\u5f03\u5168 null \u7684\u5468\u671f\u5b57\u6bb5"""<\/span>
      \n if<\/span> not<\/span> rows:<\/span>
      \n return<\/span> [<\/span>]<\/span>,<\/span> {<\/span>"\u5b63\u5ea6\u6807\u8bb0"<\/span>:<\/span> "unknown"<\/span>,<\/span> "\u5feb\u7167\u65e5"<\/span>:<\/span> "-"<\/span>,<\/span> "\u4e22\u5f03\u5b57\u6bb5"<\/span>:<\/span> [<\/span>]<\/span>,<\/span> "\u6761\u6570"<\/span>:<\/span> 0<\/span>}<\/span>
      \n first =<\/span> rows[<\/span>0<\/span>]<\/span>
      \n quarterly =<\/span> str<\/span>(<\/span>_hit_key(<\/span>first,<\/span> "_freq"<\/span>,<\/span> default=<\/span>""<\/span>)<\/span>)<\/span>.<\/span>lower(<\/span>)<\/span> ==<\/span> "quarterly"<\/span>
      \n dropped =<\/span> [<\/span>f for<\/span> f in<\/span> PERIOD_FIELDS
      \n if<\/span> all<\/span>(<\/span>_hit_key(<\/span>r,<\/span> f)<\/span> in<\/span> (<\/span>None<\/span>,<\/span> ""<\/span>,<\/span> "null"<\/span>)<\/span> for<\/span> r in<\/span> rows)<\/span>]<\/span>
      \n out =<\/span> [<\/span>{<\/span>
      \n "\u4ee3\u7801"<\/span>:<\/span> _hit_key(<\/span>r,<\/span> "dm"<\/span>,<\/span> default=<\/span>"-"<\/span>)<\/span>,<\/span>
      \n "\u540d\u79f0"<\/span>:<\/span> _hit_key(<\/span>r,<\/span> "mc"<\/span>,<\/span> default=<\/span>"-"<\/span>)<\/span>,<\/span>
      \n "\u677f\u5757"<\/span>:<\/span> _hit_key(<\/span>r,<\/span> "ssbk"<\/span>,<\/span> default=<\/span>"-"<\/span>)<\/span>,<\/span>
      \n "\u6301\u80a1\u4e07\u80a1"<\/span>:<\/span> _to_float(<\/span>_hit_key(<\/span>r,<\/span> "jrcg"<\/span>)<\/span>)<\/span>,<\/span>
      \n "\u6301\u80a1\u5e02\u503c\u4e07\u5143"<\/span>:<\/span> _to_float(<\/span>_hit_key(<\/span>r,<\/span> "jrsz"<\/span>)<\/span>)<\/span>,<\/span>
      \n "\u5360\u6d41\u901a\u80a1\u6bd4"<\/span>:<\/span> _to_float(<\/span>_hit_key(<\/span>r,<\/span> "jrltb"<\/span>)<\/span>)<\/span>,<\/span>
      \n }<\/span> for<\/span> r in<\/span> rows]<\/span>
      \n meta =<\/span> {<\/span>"\u5b63\u5ea6\u6807\u8bb0"<\/span>:<\/span> "quarterly"<\/span> if<\/span> quarterly else<\/span> "daily"<\/span>,<\/span>
      \n "\u5feb\u7167\u65e5"<\/span>:<\/span> _hit_key(<\/span>first,<\/span> "t"<\/span>,<\/span> default=<\/span>"-"<\/span>)<\/span>,<\/span>
      \n "\u4e22\u5f03\u5b57\u6bb5"<\/span>:<\/span> dropped,<\/span> "\u6761\u6570"<\/span>:<\/span> len<\/span>(<\/span>out)<\/span>}<\/span>
      \n return<\/span> out,<\/span> meta<\/p>\n

      def<\/span> assert_not_daily<\/span>(<\/span>meta)<\/span>:<\/span>
      \n """\u628a\u5b63\u9891\u6570\u636e\u5f53\u65e5\u9891\u7528\u662f\u672c\u7bc7\u6700\u60f3\u62e6\u4f4f\u7684\u9519\u8bef；\u5b63\u9891\u8fd4\u56de False"""<\/span>
      \n return<\/span> meta.<\/span>get(<\/span>"\u5b63\u5ea6\u6807\u8bb0"<\/span>)<\/span> !=<\/span> "quarterly"<\/span><\/p>\n

      # ———- 6. \u6210\u5206\u5217\u8868\u4ea4\u53c9\u6838\u5bf9 ———-<\/span>
      \ndef<\/span> duplicate_slots<\/span>(<\/span>rows_a,<\/span> rows_b)<\/span>:<\/span>
      \n """ggth \/ ggts \u4e24\u4e2a\u6e2f\u80a1\u901a\u6210\u5206\u5217\u8868\u53ef\u80fd\u5b8c\u5168\u4e00\u81f4，\u8fd4\u56de\u91cd\u590d\u4ee3\u7801\u6570"""<\/span>
      \n a =<\/span> set<\/span>(<\/span>_hit_key(<\/span>r,<\/span> "dm"<\/span>,<\/span> default=<\/span>""<\/span>)<\/span> for<\/span> r in<\/span> rows_a or<\/span> [<\/span>]<\/span>)<\/span>
      \n b =<\/span> set<\/span>(<\/span>_hit_key(<\/span>r,<\/span> "dm"<\/span>,<\/span> default=<\/span>""<\/span>)<\/span> for<\/span> r in<\/span> rows_b or<\/span> [<\/span>]<\/span>)<\/span>
      \n if<\/span> not<\/span> a or<\/span> not<\/span> b:<\/span>
      \n return<\/span> 0<\/span>
      \n return<\/span> len<\/span>(<\/span>a &<\/span> b)<\/span><\/p>\n

      # ———- 7. \u53d6\u6570\u5c01\u88c5 ———-<\/span>
      \ndef<\/span> fetch_overview<\/span>(<\/span>)<\/span>:<\/span> return<\/span> _get(<\/span>"\/ht\/nbzj\/lxgl"<\/span>,<\/span> default=<\/span>[<\/span>]<\/span>)<\/span>
      \ndef<\/span> fetch_north_series<\/span>(<\/span>jd=<\/span>"1"<\/span>)<\/span>:<\/span> return<\/span> _get(<\/span>"\/ht\/nbzj\/bxls\/%s"<\/span> %<\/span> jd,<\/span> default=<\/span>[<\/span>]<\/span>)<\/span>
      \ndef<\/span> fetch_south_series<\/span>(<\/span>jd=<\/span>"1"<\/span>)<\/span>:<\/span> return<\/span> _get(<\/span>"\/ht\/nbzj\/nxls\/%s"<\/span> %<\/span> jd,<\/span> default=<\/span>[<\/span>]<\/span>)<\/span>
      \ndef<\/span> fetch_north_total<\/span>(<\/span>)<\/span>:<\/span> return<\/span> _get(<\/span>"\/ht\/nbzj\/bxzl"<\/span>,<\/span> default=<\/span>{<\/span>}<\/span>)<\/span>
      \ndef<\/span> fetch_slot<\/span>(<\/span>kind=<\/span>"hgtc"<\/span>)<\/span>:<\/span> return<\/span> _get(<\/span>"\/ht\/nbzj\/%s"<\/span> %<\/span> kind,<\/span> default=<\/span>[<\/span>]<\/span>)<\/span>
      \ndef<\/span> fetch_rank<\/span>(<\/span>scope=<\/span>"bx"<\/span>,<\/span> zq=<\/span>"1"<\/span>)<\/span>:<\/span>
      \n m =<\/span> {<\/span>"bx"<\/span>:<\/span> "bxpm"<\/span>,<\/span> "hgt"<\/span>:<\/span> "hgpm"<\/span>,<\/span> "sgt"<\/span>:<\/span> "sgpm"<\/span>}<\/span>
      \n return<\/span> _get(<\/span>"\/ht\/nbzj\/%s\/%s"<\/span> %<\/span> (<\/span>m.<\/span>get(<\/span>scope,<\/span> "bxpm"<\/span>)<\/span>,<\/span> zq)<\/span>,<\/span> default=<\/span>[<\/span>]<\/span>)<\/span><\/p>\n

      # ———- 8. \u6821\u9a8c ———-<\/span>
      \ndef<\/span> run_check<\/span>(<\/span>)<\/span>:<\/span>
      \n # 1) \u5b57\u6bb5\u5bb9\u9519<\/span>
      \n assert<\/span> _hit_key(<\/span>{<\/span>"Dm"<\/span>:<\/span> "000001"<\/span>,<\/span> "mc"<\/span>:<\/span> "\u5e73\u5b89\u94f6\u884c"<\/span>}<\/span>,<\/span> "dm"<\/span>)<\/span> ==<\/span> "000001"<\/span>
      \n assert<\/span> _to_float(<\/span>"-"<\/span>)<\/span> is<\/span> None<\/span> and<\/span> _to_float(<\/span>"12.5"<\/span>)<\/span> ==<\/span> 12.5<\/span><\/p>\n

      # 2) \u5355\u4f4d\u6362\u7b97：\u4e09\u4e2a\u53e3\u5f84\u90fd\u5f52\u4e00\u5230\u4ebf\u5143<\/span>
      \n assert<\/span> to_yi(<\/span>10000<\/span>,<\/span> "\u4e07"<\/span>)<\/span> ==<\/span> 1.0<\/span> # 10000 \u4e07 = 1 \u4ebf<\/span>
      \n assert<\/span> to_yi(<\/span>100<\/span>,<\/span> "\u767e\u4e07"<\/span>)<\/span> ==<\/span> 1.0<\/span> # 100 \u767e\u4e07 = 1 \u4ebf<\/span>
      \n assert<\/span> to_yi(<\/span>10000<\/span>,<\/span> "\u4e07\u5143"<\/span>)<\/span> ==<\/span> 1.0<\/span>
      \n assert<\/span> to_yi(<\/span>None<\/span>,<\/span> "\u4e07"<\/span>)<\/span> is<\/span> None<\/span><\/p>\n

      # 3) \u6982\u89c8\u53ea\u7559\u5317\u5411<\/span>
      \n fake =<\/span> [<\/span>
      \n {<\/span>"dir"<\/span>:<\/span> "\u5317\u5411"<\/span>,<\/span> "tname"<\/span>:<\/span> "\u6caa\u80a1\u901a(\u6e2f>\u6caa)"<\/span>,<\/span> "netbuy"<\/span>:<\/span> "12345"<\/span>,<\/span> "netin"<\/span>:<\/span> "13000"<\/span>,<\/span>
      \n "remain"<\/span>:<\/span> "98765"<\/span>,<\/span> "up"<\/span>:<\/span> "800"<\/span>,<\/span> "down"<\/span>:<\/span> "300"<\/span>,<\/span> "status"<\/span>:<\/span> "3"<\/span>}<\/span>,<\/span>
      \n {<\/span>"dir"<\/span>:<\/span> "\u5357\u5411"<\/span>,<\/span> "tname"<\/span>:<\/span> "\u6e2f\u80a1\u901a(\u6caa>\u6e2f)"<\/span>,<\/span> "netbuy"<\/span>:<\/span> "9999"<\/span>,<\/span> "netin"<\/span>:<\/span> "9999"<\/span>,<\/span>
      \n "remain"<\/span>:<\/span> "0"<\/span>,<\/span> "up"<\/span>:<\/span> "1"<\/span>,<\/span> "down"<\/span>:<\/span> "1"<\/span>,<\/span> "status"<\/span>:<\/span> "3"<\/span>}<\/span>,<\/span>
      \n ]<\/span>
      \n ov =<\/span> norm_overview(<\/span>fake)<\/span>
      \n assert<\/span> len<\/span>(<\/span>ov)<\/span> ==<\/span> 1<\/span> and<\/span> ov[<\/span>0<\/span>]<\/span>[<\/span>"\u677f\u5757"<\/span>]<\/span>.<\/span>startswith(<\/span>"\u6caa\u80a1\u901a"<\/span>)<\/span>
      \n assert<\/span> ov[<\/span>0<\/span>]<\/span>[<\/span>"\u51c0\u4e70\u989d"<\/span>]<\/span> ==<\/span> 1.2345<\/span><\/p>\n

      # 4) \u8d70\u52bf\u5f52\u4e00：\u5206\u9879\u4e4b\u548c\u5e94\u7b49\u4e8e\u5408\u8ba1<\/span>
      \n ser =<\/span> norm_series(<\/span>[<\/span>{<\/span>"t"<\/span>:<\/span> "2026-08-28"<\/span>,<\/span> "bx"<\/span>:<\/span> "120"<\/span>,<\/span> "hgt"<\/span>:<\/span> "60"<\/span>,<\/span> "sgt"<\/span>:<\/span> "60"<\/span>}<\/span>]<\/span>)<\/span>
      \n assert<\/span> ser[<\/span>0<\/span>]<\/span>[<\/span>"\u65e5\u671f"<\/span>]<\/span> ==<\/span> "2026-08-28"<\/span> and<\/span> ser[<\/span>0<\/span>]<\/span>[<\/span>"\u5317\u5411"<\/span>]<\/span> ==<\/span> 1.2<\/span>
      \n assert<\/span> abs<\/span>(<\/span>ser[<\/span>0<\/span>]<\/span>[<\/span>"\u6caa\u80a1\u901a"<\/span>]<\/span> +<\/span> ser[<\/span>0<\/span>]<\/span>[<\/span>"\u6df1\u80a1\u901a"<\/span>]<\/span> –<\/span> 1.2<\/span>)<\/span> <<\/span> 1e-9<\/span><\/p>\n

      # 5) \u7d2f\u8ba1\u603b\u89c8<\/span>
      \n tot =<\/span> norm_total(<\/span>{<\/span>"bxall"<\/span>:<\/span> "190000"<\/span>,<\/span> "hgtall"<\/span>:<\/span> "100000"<\/span>,<\/span> "sgtall"<\/span>:<\/span> "90000"<\/span>}<\/span>)<\/span>
      \n assert<\/span> tot[<\/span>"\u5317\u5411\u7d2f\u8ba1"<\/span>]<\/span> ==<\/span> 19.0<\/span> and<\/span> tot[<\/span>"\u6caa\u80a1\u901a\u7d2f\u8ba1"<\/span>]<\/span> ==<\/span> 10.0<\/span><\/p>\n

      # 6) \u5b63\u9891\u5b88\u536b：zq* \u5168 null \u5e94\u88ab\u4e22\u5f03，\u4e14\u4e0d\u53ef\u5f53\u65e5\u9891\u7528<\/span>
      \n fake_rank =<\/span> [<\/span>
      \n {<\/span>"dm"<\/span>:<\/span> "600519"<\/span>,<\/span> "mc"<\/span>:<\/span> "X"<\/span>,<\/span> "ssbk"<\/span>:<\/span> "\u6caa\u80a1\u901a"<\/span>,<\/span> "jrcg"<\/span>:<\/span> "9000"<\/span>,<\/span> "jrsz"<\/span>:<\/span> "15000000"<\/span>,<\/span>
      \n "jrltb"<\/span>:<\/span> "7.1"<\/span>,<\/span> "zqzc"<\/span>:<\/span> None<\/span>,<\/span> "zqsz"<\/span>:<\/span> None<\/span>,<\/span> "zqszzf"<\/span>:<\/span> None<\/span>,<\/span>
      \n "zqltb"<\/span>:<\/span> None<\/span>,<\/span> "zqzgbb"<\/span>:<\/span> None<\/span>,<\/span> "t"<\/span>:<\/span> "2026-06-30"<\/span>,<\/span> "_freq"<\/span>:<\/span> "quarterly"<\/span>}<\/span>,<\/span>
      \n {<\/span>"dm"<\/span>:<\/span> "000858"<\/span>,<\/span> "mc"<\/span>:<\/span> "Y"<\/span>,<\/span> "ssbk"<\/span>:<\/span> "\u6df1\u80a1\u901a"<\/span>,<\/span> "jrcg"<\/span>:<\/span> "5000"<\/span>,<\/span> "jrsz"<\/span>:<\/span> "800000"<\/span>,<\/span>
      \n "jrltb"<\/span>:<\/span> "3.2"<\/span>,<\/span> "zqzc"<\/span>:<\/span> None<\/span>,<\/span> "zqsz"<\/span>:<\/span> None<\/span>,<\/span> "zqszzf"<\/span>:<\/span> None<\/span>,<\/span>
      \n "zqltb"<\/span>:<\/span> None<\/span>,<\/span> "zqzgbb"<\/span>:<\/span> None<\/span>,<\/span> "t"<\/span>:<\/span> "2026-06-30"<\/span>,<\/span> "_freq"<\/span>:<\/span> "quarterly"<\/span>}<\/span>,<\/span>
      \n ]<\/span>
      \n rank,<\/span> meta =<\/span> norm_rank(<\/span>fake_rank)<\/span>
      \n assert<\/span> meta[<\/span>"\u5b63\u5ea6\u6807\u8bb0"<\/span>]<\/span> ==<\/span> "quarterly"<\/span>
      \n assert<\/span> meta[<\/span>"\u5feb\u7167\u65e5"<\/span>]<\/span> ==<\/span> "2026-06-30"<\/span>
      \n assert<\/span> set<\/span>(<\/span>meta[<\/span>"\u4e22\u5f03\u5b57\u6bb5"<\/span>]<\/span>)<\/span> ==<\/span> set<\/span>(<\/span>PERIOD_FIELDS)<\/span>
      \n assert<\/span> assert_not_daily(<\/span>meta)<\/span> is<\/span> False<\/span> # \u5b63\u9891 -> \u4e0d\u5141\u8bb8\u5f53\u65e5\u9891\u7528<\/span>
      \n assert<\/span> rank[<\/span>0<\/span>]<\/span>[<\/span>"\u6301\u80a1\u5e02\u503c\u4e07\u5143"<\/span>]<\/span> ><\/span> rank[<\/span>1<\/span>]<\/span>[<\/span>"\u6301\u80a1\u5e02\u503c\u4e07\u5143"<\/span>]<\/span><\/p>\n

      # 7) \u6210\u5206\u5217\u8868\u91cd\u590d\u68c0\u6d4b<\/span>
      \n a =<\/span> [<\/span>{<\/span>"dm"<\/span>:<\/span> "00700"<\/span>}<\/span>,<\/span> {<\/span>"dm"<\/span>:<\/span> "00001"<\/span>}<\/span>]<\/span>
      \n assert<\/span> duplicate_slots(<\/span>a,<\/span> a)<\/span> ==<\/span> 2<\/span>
      \n assert<\/span> duplicate_slots(<\/span>a,<\/span> [<\/span>{<\/span>"dm"<\/span>:<\/span> "09988"<\/span>}<\/span>]<\/span>)<\/span> ==<\/span> 0<\/span><\/p>\n

      print<\/span>(<\/span>"\u6821\u9a8c\u901a\u8fc7"<\/span>)<\/span><\/p>\n

      if<\/span> __name__ ==<\/span> "__main__"<\/span>:<\/span>
      \n run_check(<\/span>)<\/span>
      \n print<\/span>(<\/span>"-"<\/span> *<\/span> 62<\/span>)<\/span>
      \n for<\/span> name,<\/span> path in<\/span> [<\/span>(<\/span>"\u5f53\u65e5\u6982\u89c8"<\/span>,<\/span> "\/ht\/nbzj\/lxgl"<\/span>)<\/span>,<\/span>
      \n (<\/span>"\u5317\u5411\u5386\u53f2\u8d70\u52bf"<\/span>,<\/span> "\/ht\/nbzj\/bxls\/1"<\/span>)<\/span>,<\/span>
      \n (<\/span>"\u5317\u5411\u5386\u53f2\u603b\u89c8"<\/span>,<\/span> "\/ht\/nbzj\/bxzl"<\/span>)<\/span>,<\/span>
      \n (<\/span>"\u6caa\u80a1\u901a\u6210\u5206\u80a1"<\/span>,<\/span> "\/ht\/nbzj\/hgtc"<\/span>)<\/span>,<\/span>
      \n (<\/span>"AH\u80a1\u6bd4\u4ef7"<\/span>,<\/span> "\/ht\/nbzj\/ah"<\/span>)<\/span>,<\/span>
      \n (<\/span>"\u5317\u5411\u4e2a\u80a1\u6392\u540d"<\/span>,<\/span> "\/ht\/nbzj\/bxpm\/1"<\/span>)<\/span>]<\/span>:<\/span>
      \n data =<\/span> _get(<\/span>path,<\/span> default=<\/span>[<\/span>]<\/span>)<\/span>
      \n if<\/span> isinstance<\/span>(<\/span>data,<\/span> dict<\/span>)<\/span> and<\/span> "_error"<\/span> in<\/span> data:<\/span>
      \n print<\/span>(<\/span>"%-12s %-20s -> %s"<\/span> %<\/span> (<\/span>name,<\/span> path,<\/span> data[<\/span>"_error"<\/span>]<\/span>[<\/span>:<\/span>60<\/span>]<\/span>)<\/span>)<\/span>
      \n else<\/span>:<\/span>
      \n print<\/span>(<\/span>"%-12s %-20s -> %d \u6761"<\/span> %<\/span> (<\/span>name,<\/span> path,<\/span> len<\/span>(<\/span>data)<\/span>)<\/span>)<\/span><\/p>\n

      5. \u8dd1\u901a\u793a\u4f8b<\/h3>\n

      \u628a\u4e0a\u9762\u7684\u4ee3\u7801\u590d\u5236\u5230\u672c\u5730，\u586b\u5165\u4f60\u7684 token \u5373\u53ef\u76f4\u63a5\u8fd0\u884c：\u5b83\u4f1a\u8bf7\u6c42\u5bf9\u5e94\u63a5\u53e3\u3001\u62c9\u53d6\u771f\u5b9e\u6570\u636e，\u5e76\u8f93\u51fa\u5f52\u4e00\u5316\u540e\u7684\u7ed3\u6784\u5316\u5b57\u5178（\u5404\u5b57\u6bb5\u542b\u4e49\u89c1\u524d\u6587\u5404\u5c0f\u8282）\u3002<\/p>\n

      6. \u5751\u4e0e\u6ce8\u610f\u4e8b\u9879<\/h3>\n

      \u5751 1：\u4e2a\u80a1\u6392\u540d\u5df2\u7ecf\u4e0d\u662f\u65e5\u9891\u4e86\u3002
      \n\/ht\/nbzj\/bxpm\/{zq}\u3001hgpm\/{zq}\u3001sgpm\/{zq} \u4e09\u4e2a\u63a5\u53e3\u7684\u4e0a\u6e38\u65e5\u9891\u6301\u80a1\u660e\u7ec6\u5df2\u505c\u66f4，\u73b0\u5728\u8fd4\u56de\u7684\u662f\u6700\u8fd1\u5b63\u672b\u7684\u6301\u80a1\u5feb\u7167\u3002\u8fd4\u56de\u7684 zq* \u7cfb\u5217\u5b57\u6bb5（\u5468\u671f\u589e\u6301\u80a1\u6570\u3001\u589e\u6301\u5e02\u503c\u3001\u589e\u5e45\u3001\u5360\u6d41\u901a\u80a1\u6bd4\u3001\u5360\u603b\u80a1\u672c\u6bd4）\u591a\u6570\u4e3a null，\u53ea\u6709 jrcg \/ jrsz \/ jrltb \/ jrzgbb \u8fd9\u56db\u4e2a\u5feb\u7167\u5b57\u6bb5\u6709\u503c，_freq \u4f1a\u6807\u6210 quarterly\u3002
      \n\u6240\u4ee5"\u5317\u5411\u8fde\u7eed 5 \u65e5\u51c0\u589e\u6301\u67d0\u67d0\u80a1"\u8fd9\u7c7b\u903b\u8f91\u73b0\u5728\u5df2\u7ecf\u505a\u4e0d\u51fa\u6765\u4e86，\u80fd\u505a\u7684\u662f"\u6700\u65b0\u5b63\u672b\u5317\u5411\u6301\u80a1\u6392\u540d"\u3002norm_rank \u4f1a\u81ea\u52a8\u628a\u5168 null \u7684\u5468\u671f\u5b57\u6bb5\u4e22\u6389，assert_not_daily \u4f1a\u5728\u4f60\u8bef\u7528\u65f6\u8fd4\u56de False\u3002<\/p>\n

      \u5751 2：\u5355\u4f4d\u6709\u4e09\u79cd，\u522b\u6df7\u7740\u52a0\u3002
      \nlxgl \u7528\u300c\u4e07\u300d，bxls\/nxls \u7528\u300c\u767e\u4e07\u300d，bxzl \u7528\u300c\u4e07\u5143\u300d\u3002\u76f4\u63a5\u628a bx \u548c netbuy \u76f8\u52a0\u4f1a\u5dee 100 \u500d\u3002to_yi() \u628a\u4e09\u8005\u7edf\u4e00\u5230\u4ebf\u5143，\u8fd9\u662f\u672c\u7bc7\u6700\u5bb9\u6613\u88ab\u5ffd\u7565\u3001\u4e5f\u6700\u5bb9\u6613\u51fa\u9759\u9ed8\u9519\u8bef\u7684\u5730\u65b9\u3002<\/p>\n

      \u5751 3：\u6210\u4ea4\u51c0\u4e70\u989d \u2260 \u8d44\u91d1\u51c0\u6d41\u5165\u3002
      \nnetbuy \u662f\u4e70\u5165\u6210\u4ea4\u989d\u51cf\u5356\u51fa\u6210\u4ea4\u989d，netin \u662f\u5f53\u65e5\u9650\u989d\u51cf\u5f53\u65e5\u4f59\u989d（\u542b\u6302\u5355\u672a\u6210\u4ea4\u90e8\u5206）\u3002\u4e24\u8005\u53e3\u5f84\u4e0d\u540c\u3001\u6570\u503c\u4e0d\u540c，\u522b\u5f53\u6210\u540c\u4e00\u4e2a\u6307\u6807\u8f6e\u7740\u7528\u3002<\/p>\n

      \u5751 4：\u603b\u89c8\u63a5\u53e3\u53ea\u6709\u7d2f\u8ba1\u53e3\u5f84\u3002
      \n\/ht\/nbzj\/bxzl \u53ea\u8fd4\u56de bxall \/ hgtall \/ sgtall \u4e09\u4e2a\u7d2f\u8ba1\u503c，\u6ca1\u6709\u8fd1\u4e00\u6708\/\u8fd1\u516d\u6708\/\u8fd1\u4e00\u5e74\u7684\u5206\u9636\u6bb5\u5b57\u6bb5\u3002\u60f3\u8981\u5206\u9636\u6bb5，\u53bb\u7528 \/ht\/nbzj\/bxls\/{jd} \u81ea\u5df1\u6309\u65e5\u671f\u5207\u7a97\u53e3\u3002<\/p>\n

      \u5751 5：\u4e24\u4e2a\u6e2f\u80a1\u901a\u6210\u5206\u5217\u8868\u53ef\u80fd\u5b8c\u5168\u4e00\u81f4\u3002
      \n\/ht\/nbzj\/ggth（\u6e2f\u80a1\u901a\u00b7\u6caa）\u4e0e \/ht\/nbzj\/ggts（\u6e2f\u80a1\u901a\u00b7\u6df1）\u5b9e\u6d4b\u8fd4\u56de\u7684\u6210\u5206\u5217\u8868\u53ef\u80fd\u5b8c\u5168\u76f8\u540c\u3002\u5982\u679c\u4f60\u7684\u7b56\u7565\u8981\u533a\u5206\u8fd9\u4e24\u4e2a\u901a\u9053，\u5148\u7528 duplicate_slots() \u6bd4\u4e00\u4e0b\u518d\u51b3\u5b9a\u8981\u4e0d\u8981\u5408\u5e76\u53bb\u91cd，\u522b\u9ed8\u8ba4\u5b83\u4eec\u5929\u7136\u4e0d\u540c\u3002<\/p>\n

      7. \u5c0f\u7ed3\u4e0e\u4e0b\u7bc7\u9884\u544a<\/h3>\n

      \u672c\u7bc7\u628a\u6e2f\u80a1\u901a\u677f\u5757 21 \u4e2a\u7aef\u70b9\u5206\u6210 8 \u7ec4，\u7ed9\u51fa\u4e09\u5957\u53e3\u5f84（\u4e07\/\u767e\u4e07\/\u4e07\u5143）\u7edf\u4e00\u5230\u4ebf\u5143\u7684\u5f52\u4e00\u5316\u4ee3\u7801，\u5e76\u7528 norm_rank + assert_not_daily \u628a"\u5b63\u9891\u5f53\u65e5\u9891\u7528"\u8fd9\u4e2a\u9519\u8bef\u663e\u5f0f\u62e6\u4f4f\u3002<\/p>\n

      \u4e0b\u4e00\u7bc7\u8ba1\u5212\u5199 #02\u300a\u57fa\u91d1\u6301\u4ed3\u7a7f\u900f\u600e\u4e48\u505a：\u4ece\u57fa\u91d1\u5217\u8868\u5230\u91cd\u4ed3\u80a1\u53d8\u52a8\u768432\u4e2a\u63a5\u53e3\u300b：\u7528 \/jh \u4e0e \/js \u4e24\u7ec4\u63a5\u53e3，\u4ece\u57fa\u91d1\u4ee3\u7801\u53cd\u67e5\u5b83\u6301\u6709\u54ea\u4e9b\u80a1\u7968，\u518d\u7edf\u8ba1\u54ea\u4e9b\u80a1\u7968\u88ab\u6700\u591a\u57fa\u91d1\u5171\u540c\u91cd\u4ed3\u3002<\/p>\n

      8. \u514d\u8d23\u58f0\u660e<\/h3>\n

      \u672c\u6587\u4ec5\u6f14\u793a\u8de8\u5e02\u573a\u8d44\u91d1\u6570\u636e\u7684\u53d6\u6570\u4e0e\u53e3\u5f84\u5f52\u4e00\u5316\u65b9\u6cd5，\u6240\u6709\u4ee3\u7801\u793a\u4f8b\u5747\u4e3a\u6f14\u793a\u6570\u636e，\u672a\u542b\u4efb\u4f55\u771f\u5b9e\u884c\u60c5\u6570\u503c，\u4e0d\u6784\u6210\u6295\u8d44\u5efa\u8bae，\u4ea6\u4e0d\u627f\u8bfa\u6536\u76ca\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

      \u3010\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218 #01\u3011\u5317\u5411\u8d44\u91d1\u6570\u636e\u600e\u4e48\u53d6：21\u4e2a\u63a5\u53e3\u30012\u79cd\u53e3\u5f84，\u522b\u628a\u5b63\u9891\u5f53\u65e5\u7528\u7cfb\u5217：\u300a\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218\u300b｜\u8fde\u8f7d\u9879\u76ee \u00b7 \u7eaf GET \u53d6\u6570 \u00b7 \u4ec5\u4f9d\u8d56 requests
      \n\u9002\u7528：\u60f3\u770b\u5317\u5411\/\u5357\u5411\u8d44\u91d1\u3001\u4f46\u88ab\u300c\u65e5\u9891\u8fd8\u662f\u5b63\u9891\u300d\u300c\u4e07\u5143\u8fd8\u662f\u767e\u4e07\u300d\u7ed5\u6655\u7684\u8bfb\u8005\u3002\u672c\u7bc7\u7ed9\u6e2f\u80a1\u901a\u677f\u5757 21 \u4e2a\u7aef\u70b9\u7684\u5206\u7ec4\u5730\u56fe\u3001\u4e09\u5957\u53e3\u5f84\u7684\u5f52\u4e00\u5316\u4ee3\u7801\u3001\u5b63\u9891\u964d\u7ea7\u5b88\u536b，\u5168\u90e8\u53ea\u4f9d\u8d56 requests，\u6240\u6709\u793a\u4f8b\u5747\u4e3a\u6f14\u793a\u6570\u636e&#xff<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[11820,11350,11351,12003,99,81],"topic":[],"class_list":["post-105828","post","type-post","status-publish","format-standard","hentry","category-server","tag-atomgit","tag-11350","tag-api","tag-java","tag-python"],"yoast_head":"\n\u3010\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218 #01\u3011\u5317\u5411\u8d44\u91d1\u6570\u636e\u600e\u4e48\u53d6\uff1a21\u4e2a\u63a5\u53e3\u30012\u79cd\u53e3\u5f84\uff0c\u522b\u628a\u5b63\u9891\u5f53\u65e5\u7528 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/105828.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218 #01\u3011\u5317\u5411\u8d44\u91d1\u6570\u636e\u600e\u4e48\u53d6\uff1a21\u4e2a\u63a5\u53e3\u30012\u79cd\u53e3\u5f84\uff0c\u522b\u628a\u5b63\u9891\u5f53\u65e5\u7528 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u3010\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218 #01\u3011\u5317\u5411\u8d44\u91d1\u6570\u636e\u600e\u4e48\u53d6：21\u4e2a\u63a5\u53e3\u30012\u79cd\u53e3\u5f84，\u522b\u628a\u5b63\u9891\u5f53\u65e5\u7528\u7cfb\u5217：\u300a\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218\u300b｜\u8fde\u8f7d\u9879\u76ee \u00b7 \u7eaf GET \u53d6\u6570 \u00b7 \u4ec5\u4f9d\u8d56 requests \u9002\u7528：\u60f3\u770b\u5317\u5411\/\u5357\u5411\u8d44\u91d1\u3001\u4f46\u88ab\u300c\u65e5\u9891\u8fd8\u662f\u5b63\u9891\u300d\u300c\u4e07\u5143\u8fd8\u662f\u767e\u4e07\u300d\u7ed5\u6655\u7684\u8bfb\u8005\u3002\u672c\u7bc7\u7ed9\u6e2f\u80a1\u901a\u677f\u5757 21 \u4e2a\u7aef\u70b9\u7684\u5206\u7ec4\u5730\u56fe\u3001\u4e09\u5957\u53e3\u5f84\u7684\u5f52\u4e00\u5316\u4ee3\u7801\u3001\u5b63\u9891\u964d\u7ea7\u5b88\u536b，\u5168\u90e8\u53ea\u4f9d\u8d56 requests，\u6240\u6709\u793a\u4f8b\u5747\u4e3a\u6f14\u793a\u6570\u636e&#xff\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/105828.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-16T00:32:27+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/105828.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/105828.html\",\"name\":\"\u3010\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218 #01\u3011\u5317\u5411\u8d44\u91d1\u6570\u636e\u600e\u4e48\u53d6\uff1a21\u4e2a\u63a5\u53e3\u30012\u79cd\u53e3\u5f84\uff0c\u522b\u628a\u5b63\u9891\u5f53\u65e5\u7528 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-09-16T00:32:27+00:00\",\"dateModified\":\"2026-09-16T00:32:27+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/105828.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/105828.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/105828.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u3010\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218 #01\u3011\u5317\u5411\u8d44\u91d1\u6570\u636e\u600e\u4e48\u53d6\uff1a21\u4e2a\u63a5\u53e3\u30012\u79cd\u53e3\u5f84\uff0c\u522b\u628a\u5b63\u9891\u5f53\u65e5\u7528\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u3010\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218 #01\u3011\u5317\u5411\u8d44\u91d1\u6570\u636e\u600e\u4e48\u53d6\uff1a21\u4e2a\u63a5\u53e3\u30012\u79cd\u53e3\u5f84\uff0c\u522b\u628a\u5b63\u9891\u5f53\u65e5\u7528 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/105828.html","og_locale":"zh_CN","og_type":"article","og_title":"\u3010\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218 #01\u3011\u5317\u5411\u8d44\u91d1\u6570\u636e\u600e\u4e48\u53d6\uff1a21\u4e2a\u63a5\u53e3\u30012\u79cd\u53e3\u5f84\uff0c\u522b\u628a\u5b63\u9891\u5f53\u65e5\u7528 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u3010\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218 #01\u3011\u5317\u5411\u8d44\u91d1\u6570\u636e\u600e\u4e48\u53d6：21\u4e2a\u63a5\u53e3\u30012\u79cd\u53e3\u5f84，\u522b\u628a\u5b63\u9891\u5f53\u65e5\u7528\u7cfb\u5217：\u300a\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218\u300b｜\u8fde\u8f7d\u9879\u76ee \u00b7 \u7eaf GET \u53d6\u6570 \u00b7 \u4ec5\u4f9d\u8d56 requests \u9002\u7528：\u60f3\u770b\u5317\u5411\/\u5357\u5411\u8d44\u91d1\u3001\u4f46\u88ab\u300c\u65e5\u9891\u8fd8\u662f\u5b63\u9891\u300d\u300c\u4e07\u5143\u8fd8\u662f\u767e\u4e07\u300d\u7ed5\u6655\u7684\u8bfb\u8005\u3002\u672c\u7bc7\u7ed9\u6e2f\u80a1\u901a\u677f\u5757 21 \u4e2a\u7aef\u70b9\u7684\u5206\u7ec4\u5730\u56fe\u3001\u4e09\u5957\u53e3\u5f84\u7684\u5f52\u4e00\u5316\u4ee3\u7801\u3001\u5b63\u9891\u964d\u7ea7\u5b88\u536b，\u5168\u90e8\u53ea\u4f9d\u8d56 requests，\u6240\u6709\u793a\u4f8b\u5747\u4e3a\u6f14\u793a\u6570\u636e&#xff","og_url":"https:\/\/www.wsisp.com\/helps\/105828.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-09-16T00:32:27+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"6 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/105828.html","url":"https:\/\/www.wsisp.com\/helps\/105828.html","name":"\u3010\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218 #01\u3011\u5317\u5411\u8d44\u91d1\u6570\u636e\u600e\u4e48\u53d6\uff1a21\u4e2a\u63a5\u53e3\u30012\u79cd\u53e3\u5f84\uff0c\u522b\u628a\u5b63\u9891\u5f53\u65e5\u7528 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-09-16T00:32:27+00:00","dateModified":"2026-09-16T00:32:27+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/105828.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/105828.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/105828.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u3010\u8de8\u5e02\u573a\u6570\u636e\u5b9e\u6218 #01\u3011\u5317\u5411\u8d44\u91d1\u6570\u636e\u600e\u4e48\u53d6\uff1a21\u4e2a\u63a5\u53e3\u30012\u79cd\u53e3\u5f84\uff0c\u522b\u628a\u5b63\u9891\u5f53\u65e5\u7528"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/105828","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=105828"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/105828\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=105828"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=105828"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=105828"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=105828"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}