{"id":112348,"date":"2026-10-03T09:32:43","date_gmt":"2026-10-03T01:32:43","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/112348.html"},"modified":"2026-10-03T09:32:43","modified_gmt":"2026-10-03T01:32:43","slug":"%e3%80%90%e5%88%ab%e5%86%8d%e5%88%b0%e5%a4%84%e6%89%be%e5%85%8d%e8%b4%b9%e8%82%a1%e7%a5%a8%e6%95%b0%e6%8d%aeapi%e4%ba%86%ef%bc%9a%e5%ae%98%e6%96%b9204%e4%b8%aa%e6%8e%a5%e5%8f%a3%ef%bc%8c32%e7%af%87","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/112348.html","title":{"rendered":"\u3010\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86\uff1a\u5b98\u65b9204\u4e2a\u63a5\u53e3\uff0c32\u7bc7\u4e00\u6b21\u8bb2\u900f #12\u3011\u6307\u6570\u5206\u65f6+\u6280\u672f\u6307\u6807\u96be\u641e\uff1f8\u4e2a\u63a5\u53e3\uff0c\u5206\u65f6MACD\u00b7MA\u00b7BOLL\u00b7KDJ\u5168\u53d6"},"content":{"rendered":"

\u3010\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86：\u5b98\u65b9204\u4e2a\u63a5\u53e3，32\u7bc7\u4e00\u6b21\u8bb2\u900f #12\u3011\u6307\u6570\u5206\u65f6+\u6280\u672f\u6307\u6807\u96be\u641e？8\u4e2a\u63a5\u53e3，\u5206\u65f6MACD\/MA\/BOLL\/KDJ\u5168\u53d6<\/h2>\n

\u7cfb\u5217：\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86：\u5b98\u65b9204\u4e2a\u63a5\u53e3，32\u7bc7\u4e00\u6b21\u8bb2\u900f｜\u8fde\u8f7d\u9879\u76ee \u00b7 \u7eaf GET \u53d6\u6570 \u00b7 \u4ec5\u4f9d\u8d56 requests
\n\u9002\u7528：\u505a\u91cf\u5316 \/ \u9009\u80a1 \/ \u590d\u76d8，\u4f46\u8fd8\u5728\u624b\u52a8\u5bfc CSV\u3001\u7f51\u9875\u590d\u5236\u3001\u81ea\u5199\u722c\u866b\u7684\u8bfb\u8005\u3002\u672c\u7bc7\u7ed9\u6caa\u6df1\u6307\u6570\u5206\u65f6\u4e0e\u6280\u672f\u6307\u6807\u7684 8 \u4e2a\u7aef\u70b9\u7684\u5206\u7ec4\u5730\u56fe\u3001\u6307\u6570\u5206\u65f6\u4e0e\u6280\u672f\u6307\u6807\u7684\u4ee3\u7801，\u5168\u90e8\u53ea\u4f9d\u8d56 requests，\u6240\u6709\u793a\u4f8b\u5747\u4e3a\u6f14\u793a\u6570\u636e，\u4e0d\u6784\u6210\u6295\u8d44\u5efa\u8bae\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：8 \u4e2a\u7aef\u70b9\u6309\u7528\u9014\u5206\u7ec4，\u77e5\u9053\u4ec0\u4e48\u6570\u636e\u8be5\u6572\u54ea\u4e2a\u95e8；<\/li>\n
  • \u4e00\u884c\u53d6\u6570\u7684\u4ee3\u7801：\u4e3b\u8981\u7aef\u70b9\u4e00\u6b21\u8fd4\u56de，\u4e0d\u7528\u5faa\u73af\u62fc\u88c5；<\/li>\n
  • \u5206\u65f6\u300c\u6700\u65b0\/\u5386\u53f2\u300d\u4e24\u5957\u63a5\u53e3\u4e0e\u6280\u672f\u6307\u6807\u5e8f\u5217\u53c2\u6570\u7684\u5751；<\/li>\n
  • \u4e09\u4e2a\u771f\u5b9e\u8e29\u5751\u70b9，\u90fd\u662f\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\u5df2\u9a8c\u8bc1\u6587\u6863，\u8de8\u7bc7\u96f6\u91cd\u590d\u3002<\/li>\n<\/ul>\n

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

      \u5148\u5efa\u7acb\u5730\u56fe\u3002\u6caa\u6df1\u6307\u6570\u5206\u65f6\u4e0e\u6280\u672f\u6307\u6807\u4e00\u5171 8 \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
      \u5206\u65f6<\/td>\n\/hz\/latest\/fsjy<\/td>\n\u6307\u6570\u5206\u65f6\u00b7\u6700\u65b0<\/td>\n\u5b9e\u65f6<\/td>\n<\/tr>\n
      \u5206\u65f6<\/td>\n\/hz\/history\/fsjy<\/td>\n\u6307\u6570\u5206\u65f6\u00b7\u5386\u53f2<\/td>\n\u6bcf\u65e5\u76d8\u540e<\/td>\n<\/tr>\n
      PRO\u5206\u65f6<\/td>\n\/hz\/pro\/latest\/fsjy<\/td>\n\u6307\u6570\u5206\u65f6PRO\u00b7\u6700\u65b0<\/td>\n\u5b9e\u65f6<\/td>\n<\/tr>\n
      PRO\u5206\u65f6<\/td>\n\/hz\/pro\/history\/fsjy<\/td>\n\u6307\u6570\u5206\u65f6PRO\u00b7\u5386\u53f2<\/td>\n\u6bcf\u65e5\u76d8\u540e<\/td>\n<\/tr>\n
      \u6280\u672f\u6307\u6807<\/td>\n\/hz\/history\/macd<\/td>\n\u6307\u6570MACD<\/td>\n\u6bcf\u65e5\u76d8\u540e<\/td>\n<\/tr>\n
      \u6280\u672f\u6307\u6807<\/td>\n\/hz\/history\/ma<\/td>\n\u6307\u6570MA<\/td>\n\u6bcf\u65e5\u76d8\u540e<\/td>\n<\/tr>\n
      \u6280\u672f\u6307\u6807<\/td>\n\/hz\/history\/boll<\/td>\n\u6307\u6570BOLL<\/td>\n\u6bcf\u65e5\u76d8\u540e<\/td>\n<\/tr>\n
      \u6280\u672f\u6307\u6807<\/td>\n\/hz\/history\/kdj<\/td>\n\u6307\u6570KDJ<\/td>\n\u6bcf\u65e5\u76d8\u540e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

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

      import<\/span> requests,<\/span> time
      \nfrom<\/span> urllib.<\/span>parse import<\/span> quote<\/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 ———-<\/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

      def<\/span> fetch_hz_latest_fsjy<\/span>(<\/span>)<\/span>:<\/span> return<\/span> _get(<\/span>"\/hz\/latest\/fsjy"<\/span>,<\/span> default=<\/span>[<\/span>]<\/span>)<\/span>
      \ndef<\/span> fetch_hz_history_fsjy<\/span>(<\/span>)<\/span>:<\/span> return<\/span> _get(<\/span>"\/hz\/history\/fsjy"<\/span>,<\/span> default=<\/span>[<\/span>]<\/span>)<\/span>
      \ndef<\/span> fetch_hz_pro_latest_fsjy<\/span>(<\/span>)<\/span>:<\/span> return<\/span> _get(<\/span>"\/hz\/pro\/latest\/fsjy"<\/span>,<\/span> default=<\/span>[<\/span>]<\/span>)<\/span>
      \ndef<\/span> fetch_hz_pro_history_fsjy<\/span>(<\/span>)<\/span>:<\/span> return<\/span> _get(<\/span>"\/hz\/pro\/history\/fsjy"<\/span>,<\/span> default=<\/span>[<\/span>]<\/span>)<\/span>
      \ndef<\/span> fetch_hz_history_macd<\/span>(<\/span>)<\/span>:<\/span> return<\/span> _get(<\/span>"\/hz\/history\/macd"<\/span>,<\/span> default=<\/span>[<\/span>]<\/span>)<\/span>
      \ndef<\/span> fetch_hz_history_ma<\/span>(<\/span>)<\/span>:<\/span> return<\/span> _get(<\/span>"\/hz\/history\/ma"<\/span>,<\/span> default=<\/span>[<\/span>]<\/span>)<\/span>
      \ndef<\/span> fetch_hz_history_boll<\/span>(<\/span>)<\/span>:<\/span> return<\/span> _get(<\/span>"\/hz\/history\/boll"<\/span>,<\/span> default=<\/span>[<\/span>]<\/span>)<\/span>
      \ndef<\/span> fetch_hz_history_kdj<\/span>(<\/span>)<\/span>:<\/span> return<\/span> _get(<\/span>"\/hz\/history\/kdj"<\/span>,<\/span> default=<\/span>[<\/span>]<\/span>)<\/span><\/p>\n

      # ———- 3. \u6821\u9a8c ———-<\/span>
      \ndef<\/span> run_check<\/span>(<\/span>)<\/span>:<\/span>
      \n assert<\/span> _hit_key(<\/span>{<\/span>"Code"<\/span>:<\/span> "000001"<\/span>,<\/span> "Name"<\/span>:<\/span> "\u5e73\u5b89\u94f6\u884c"<\/span>}<\/span>,<\/span> "code"<\/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>
      \n enc =<\/span> "\/x\/%s"<\/span> %<\/span> quote(<\/span>"\u793a\u4f8b"<\/span>)<\/span>
      \n assert<\/span> "\u793a\u4f8b"<\/span> not<\/span> in<\/span> enc and<\/span> "%"<\/span> in<\/span> enc
      \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>
      \n (<\/span>"\u6307\u6570\u5206\u65f6\u00b7\u6700\u65b0"<\/span>,<\/span> "\/hz\/latest\/fsjy"<\/span>)<\/span>,<\/span>
      \n (<\/span>"\u6307\u6570\u5206\u65f6\u00b7\u5386\u53f2"<\/span>,<\/span> "\/hz\/history\/fsjy"<\/span>)<\/span>,<\/span>
      \n (<\/span>"\u6307\u6570\u5206\u65f6PRO\u00b7\u6700\u65b0"<\/span>,<\/span> "\/hz\/pro\/latest\/fsjy"<\/span>)<\/span>,<\/span>
      \n (<\/span>"\u6307\u6570\u5206\u65f6PRO\u00b7\u5386\u53f2"<\/span>,<\/span> "\/hz\/pro\/history\/fsjy"<\/span>)<\/span>,<\/span>
      \n (<\/span>"\u6307\u6570MACD"<\/span>,<\/span> "\/hz\/history\/macd"<\/span>)<\/span>,<\/span>
      \n (<\/span>"\u6307\u6570MA"<\/span>,<\/span> "\/hz\/history\/ma"<\/span>)<\/span>,<\/span>
      \n (<\/span>"\u6307\u6570BOLL"<\/span>,<\/span> "\/hz\/history\/boll"<\/span>)<\/span>,<\/span>
      \n (<\/span>"\u6307\u6570KDJ"<\/span>,<\/span> "\/hz\/history\/kdj"<\/span>)<\/span>
      \n ]<\/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 %-40s -> %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 %-40s -> %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\u5404\u7aef\u70b9\u7684\u6761\u6570（\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：\u5206\u65f6\u6709\u4e24\u5957\u63a5\u53e3\u3002
      \nfsjy \u4e0e pro\/\u2026\/fsjy \u8fd4\u56de\u7ed3\u6784\u4e0d\u540c，PRO \u7248\u5b57\u6bb5\u66f4\u5168，\u6309\u9700\u9009\u62e9\u522b\u6df7\u7528\u3002<\/p>\n

      \u5751 2：\u6280\u672f\u6307\u6807\u8981\u5e26\u65e5\u671f\u8303\u56f4\u3002
      \nmacd\/ma\/boll\/kdj \u8fd4\u56de\u5e8f\u5217，\u4e0d\u4f20\u65e5\u671f\u8303\u56f4\u9ed8\u8ba4\u53ea\u7ed9\u6700\u8fd1\u4e00\u6bb5，\u56de\u6d4b\u8981\u663e\u5f0f\u4f20\u53c2\u3002<\/p>\n

      \u5751 3：\u9891\u7387\u4e0d\u540c\u3002
      \n\u6307\u6570\u6280\u672f\u6307\u6807\u548c\u4e2a\u80a1\u6280\u672f\u6307\u6807\u5b57\u6bb5\u540c\u540d\u4f46\u66f4\u65b0\u9891\u7387\u4e0d\u540c，\u6ce8\u610f\u65f6\u95f4\u6233\u3002<\/p>\n

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

      \u672c\u7bc7\u628a\u6caa\u6df1\u6307\u6570\u5206\u65f6\u4e0e\u6280\u672f\u6307\u6807\u7c7b 8 \u4e2a\u7aef\u70b9\u5206\u6210 3 \u7ec4，\u7ed9\u51fa\u5206\u65f6\u4e0e\u6280\u672f\u6307\u6807\u7684\u4ee3\u7801，\u5e76\u7528 run_check \u9a8c\u8bc1\u5b57\u6bb5\u5bb9\u9519\u3002<\/p>\n

      \u4e0b\u4e00\u7bc7：\u300a\u3010\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86：\u5b98\u65b9204\u4e2a\u63a5\u53e3，32\u7bc7\u4e00\u6b21\u8bb2\u900f #13\u3011\u878d\u8d44\u878d\u5238\u5927\u5b97\u4ea4\u6613\u9760\u641c？7\u4e2a\u63a5\u53e3，\u6295\u8d44\u53c2\u8003\u6570\u636e\u4e00\u7ad9\u53d6\u300b：\u7528\u672c\u7bc7\u540c\u7ec4\u63a5\u53e3，\u628a\u4e0b\u4e00\u7c7b\u6570\u636e\u4e00\u6b21\u53d6\u5168\u3002<\/p>\n

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

      \u672c\u6587\u4ec5\u6f14\u793a\u6caa\u6df1\u6307\u6570\u5206\u65f6\u4e0e\u6280\u672f\u6307\u6807\u6570\u636e\u7684\u53d6\u6570\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\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86：\u5b98\u65b9204\u4e2a\u63a5\u53e3，32\u7bc7\u4e00\u6b21\u8bb2\u900f #12\u3011\u6307\u6570\u5206\u65f6\u6280\u672f\u6307\u6807\u96be\u641e？8\u4e2a\u63a5\u53e3，\u5206\u65f6MACD\/MA\/BOLL\/KDJ\u5168\u53d6\u7cfb\u5217：\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86：\u5b98\u65b9204\u4e2a\u63a5\u53e3，32\u7bc7\u4e00\u6b21\u8bb2\u900f｜\u8fde\u8f7d\u9879\u76ee \u00b7 \u7eaf GET \u53d6\u6570 \u00b7 \u4ec5\u4f9d\u8d56 requests
      \n\u9002\u7528：\u505a\u91cf\u5316 \/ \u9009\u80a1 \/ \u590d\u76d8，\u4f46\u8fd8\u5728\u624b\u52a8\u5bfc CSV\u3001\u7f51<\/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":[12392,12394,11351,12127,99,81],"topic":[],"class_list":["post-112348","post","type-post","status-publish","format-standard","hentry","category-server","tag-12392","tag-api","tag-java","tag-python"],"yoast_head":"\n\u3010\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86\uff1a\u5b98\u65b9204\u4e2a\u63a5\u53e3\uff0c32\u7bc7\u4e00\u6b21\u8bb2\u900f #12\u3011\u6307\u6570\u5206\u65f6+\u6280\u672f\u6307\u6807\u96be\u641e\uff1f8\u4e2a\u63a5\u53e3\uff0c\u5206\u65f6MACD\u00b7MA\u00b7BOLL\u00b7KDJ\u5168\u53d6 - \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\/112348.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86\uff1a\u5b98\u65b9204\u4e2a\u63a5\u53e3\uff0c32\u7bc7\u4e00\u6b21\u8bb2\u900f #12\u3011\u6307\u6570\u5206\u65f6+\u6280\u672f\u6307\u6807\u96be\u641e\uff1f8\u4e2a\u63a5\u53e3\uff0c\u5206\u65f6MACD\u00b7MA\u00b7BOLL\u00b7KDJ\u5168\u53d6 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u3010\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86：\u5b98\u65b9204\u4e2a\u63a5\u53e3，32\u7bc7\u4e00\u6b21\u8bb2\u900f #12\u3011\u6307\u6570\u5206\u65f6\u6280\u672f\u6307\u6807\u96be\u641e？8\u4e2a\u63a5\u53e3，\u5206\u65f6MACD\/MA\/BOLL\/KDJ\u5168\u53d6\u7cfb\u5217：\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86：\u5b98\u65b9204\u4e2a\u63a5\u53e3，32\u7bc7\u4e00\u6b21\u8bb2\u900f｜\u8fde\u8f7d\u9879\u76ee \u00b7 \u7eaf GET \u53d6\u6570 \u00b7 \u4ec5\u4f9d\u8d56 requests \u9002\u7528：\u505a\u91cf\u5316 \/ \u9009\u80a1 \/ \u590d\u76d8，\u4f46\u8fd8\u5728\u624b\u52a8\u5bfc CSV\u3001\u7f51\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/112348.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-03T01:32:43+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=\"3 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/112348.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/112348.html\",\"name\":\"\u3010\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86\uff1a\u5b98\u65b9204\u4e2a\u63a5\u53e3\uff0c32\u7bc7\u4e00\u6b21\u8bb2\u900f #12\u3011\u6307\u6570\u5206\u65f6+\u6280\u672f\u6307\u6807\u96be\u641e\uff1f8\u4e2a\u63a5\u53e3\uff0c\u5206\u65f6MACD\u00b7MA\u00b7BOLL\u00b7KDJ\u5168\u53d6 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-10-03T01:32:43+00:00\",\"dateModified\":\"2026-10-03T01:32:43+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/112348.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/112348.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/112348.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u3010\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86\uff1a\u5b98\u65b9204\u4e2a\u63a5\u53e3\uff0c32\u7bc7\u4e00\u6b21\u8bb2\u900f #12\u3011\u6307\u6570\u5206\u65f6+\u6280\u672f\u6307\u6807\u96be\u641e\uff1f8\u4e2a\u63a5\u53e3\uff0c\u5206\u65f6MACD\u00b7MA\u00b7BOLL\u00b7KDJ\u5168\u53d6\"}]},{\"@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\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86\uff1a\u5b98\u65b9204\u4e2a\u63a5\u53e3\uff0c32\u7bc7\u4e00\u6b21\u8bb2\u900f #12\u3011\u6307\u6570\u5206\u65f6+\u6280\u672f\u6307\u6807\u96be\u641e\uff1f8\u4e2a\u63a5\u53e3\uff0c\u5206\u65f6MACD\u00b7MA\u00b7BOLL\u00b7KDJ\u5168\u53d6 - \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\/112348.html","og_locale":"zh_CN","og_type":"article","og_title":"\u3010\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86\uff1a\u5b98\u65b9204\u4e2a\u63a5\u53e3\uff0c32\u7bc7\u4e00\u6b21\u8bb2\u900f #12\u3011\u6307\u6570\u5206\u65f6+\u6280\u672f\u6307\u6807\u96be\u641e\uff1f8\u4e2a\u63a5\u53e3\uff0c\u5206\u65f6MACD\u00b7MA\u00b7BOLL\u00b7KDJ\u5168\u53d6 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u3010\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86：\u5b98\u65b9204\u4e2a\u63a5\u53e3，32\u7bc7\u4e00\u6b21\u8bb2\u900f #12\u3011\u6307\u6570\u5206\u65f6\u6280\u672f\u6307\u6807\u96be\u641e？8\u4e2a\u63a5\u53e3，\u5206\u65f6MACD\/MA\/BOLL\/KDJ\u5168\u53d6\u7cfb\u5217：\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86：\u5b98\u65b9204\u4e2a\u63a5\u53e3，32\u7bc7\u4e00\u6b21\u8bb2\u900f｜\u8fde\u8f7d\u9879\u76ee \u00b7 \u7eaf GET \u53d6\u6570 \u00b7 \u4ec5\u4f9d\u8d56 requests \u9002\u7528：\u505a\u91cf\u5316 \/ \u9009\u80a1 \/ \u590d\u76d8，\u4f46\u8fd8\u5728\u624b\u52a8\u5bfc CSV\u3001\u7f51","og_url":"https:\/\/www.wsisp.com\/helps\/112348.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-10-03T01:32:43+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"3 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/112348.html","url":"https:\/\/www.wsisp.com\/helps\/112348.html","name":"\u3010\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86\uff1a\u5b98\u65b9204\u4e2a\u63a5\u53e3\uff0c32\u7bc7\u4e00\u6b21\u8bb2\u900f #12\u3011\u6307\u6570\u5206\u65f6+\u6280\u672f\u6307\u6807\u96be\u641e\uff1f8\u4e2a\u63a5\u53e3\uff0c\u5206\u65f6MACD\u00b7MA\u00b7BOLL\u00b7KDJ\u5168\u53d6 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-10-03T01:32:43+00:00","dateModified":"2026-10-03T01:32:43+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/112348.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/112348.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/112348.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u3010\u522b\u518d\u5230\u5904\u627e\u514d\u8d39\u80a1\u7968\u6570\u636eAPI\u4e86\uff1a\u5b98\u65b9204\u4e2a\u63a5\u53e3\uff0c32\u7bc7\u4e00\u6b21\u8bb2\u900f #12\u3011\u6307\u6570\u5206\u65f6+\u6280\u672f\u6307\u6807\u96be\u641e\uff1f8\u4e2a\u63a5\u53e3\uff0c\u5206\u65f6MACD\u00b7MA\u00b7BOLL\u00b7KDJ\u5168\u53d6"}]},{"@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\/112348","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=112348"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/112348\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=112348"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=112348"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=112348"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=112348"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}