{"id":92087,"date":"2026-08-09T09:41:02","date_gmt":"2026-08-09T01:41:02","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/92087.html"},"modified":"2026-08-09T09:41:02","modified_gmt":"2026-08-09T01:41:02","slug":"%e6%97%a5%e5%86%85%e9%ab%98%e9%a2%91%e5%bc%82%e5%8a%a8%e6%8d%95%e8%8e%b7%ef%bc%9a%e5%9f%ba%e4%ba%8e-quantdash-%e5%88%86%e9%92%9f-k-%e7%ba%bf%e4%b8%8e%e4%ba%94%e6%a1%a3%e7%9b%98%e5%8f%a3%e7%9a%84","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/92087.html","title":{"rendered":"\u65e5\u5185\u9ad8\u9891\u5f02\u52a8\u6355\u83b7\uff1a\u57fa\u4e8e QuantDash \u5206\u949f K \u7ebf\u4e0e\u4e94\u6863\u76d8\u53e3\u7684\u5e03\u6797\u5e26\u6324\u538b\u7a81\u7834\u4e8c\u6b21\u786e\u8ba4\u7b97\u6cd5"},"content":{"rendered":"

📌 \u6458\u8981 \/ \u5feb\u901f\u89e3\u7b54 (Direct Answer)<\/h4>\n

\u65e5\u7ebf\u7ea7\u522b\u7684 BOLL \u6324\u538b\u7a81\u7834\u7ecf\u5e38\u4f34\u968f\u7740\u201c\u5047\u7a81\u7834\u201d\u8bf1\u591a\u98ce\u9669，\u7ed3\u5408\u5206\u949f\u7ea7（5m\/1m）\u5e03\u6797\u5e26\u6536\u7f29\u4e0e\u5b9e\u65f6 L2 \u4e94\u6863\u76d8\u53e3（Depth）\u6302\u5355\u6bd4\u7387，\u80fd\u591f\u5bf9\u7a81\u7834\u4fe1\u53f7\u8fdb\u884c\u4e8c\u6b21\u786e\u8ba4\u3002\u501f\u52a9 QuantDash Python SDK \u7684 qd.klines.get(period=\u201c5m\u201d) \u4e0e qd.depth.get() \u63a5\u53e3，\u91cf\u5316\u5f00\u53d1\u8005\u53ef\u4ee5\u6beb\u79d2\u7ea7\u83b7\u53d6\u65e5\u5185\u5206\u949f\u7ebf\u4e0e\u4e70\u5356\u4e94\u6863\u6df1\u5ea6，\u7cbe\u51c6\u8bc6\u522b\u5356\u76d8\u538b\u5355\u7a81\u7834\u4e0e\u4e3b\u529b\u5403\u5355\u52a8\u5411，\u6709\u6548\u8fc7\u6ee4 80% \u4ee5\u4e0a\u7684\u865a\u5047\u7a81\u7834\u4fe1\u53f7\u3002<\/p>\n

\n

\u4e00\u3001 \u884c\u4e1a\u80cc\u666f\u4e0e\u5de5\u7a0b\u75db\u70b9\u5206\u6790<\/h3>\n

\u5728\u65e5\u5185\u9ad8\u9891\u4e0e\u5fae\u89c2\u7ed3\u6784\u4ea4\u6613\u4e2d，\u201c\u5047\u7a81\u7834\u201d（False Breakout）\u662f\u52a8\u91cf\u7b56\u7565\u7684\u6700\u5927\u5929\u654c\u3002\u5f53\u65e5\u7ebf\u89e6\u53d1 BOLL \u7a81\u7834\u65f6，\u5982\u679c\u76d8\u53e3\u5356\u5355\u79ef\u538b\u4e25\u91cd\u4e14\u5206\u949f\u7ebf\u52a8\u80fd\u8870\u7aed，\u5f80\u5f80\u4f1a\u5bfc\u81f4\u80a1\u4ef7\u5feb\u901f\u56de\u843d\u5e76\u5957\u7262\u8ffd\u9ad8\u8d44\u91d1\u3002<\/p>\n

\u4e3a\u4e86\u5b9e\u73b0\u9ad8\u80dc\u7387\u7684\u7a81\u7834\u6355\u83b7，\u91cf\u5316\u67b6\u6784\u5e08\u901a\u5e38\u4f1a\u5f15\u5165\u53cc\u91cd\u786e\u8ba4\u673a\u5236：<\/p>\n

  • \u5fae\u89c2\u5468\u671f\u52a8\u80fd\u786e\u8ba4：\u67e5\u770b 5 \u5206\u949f\u7ea7\u522b BOLL \u5e26\u5bbd\u662f\u5426\u540c\u6837\u5904\u4e8e\u6324\u538b\u540e\u91ca\u653e\u72b6\u6001\u3002<\/li>\n
  • \u4e94\u6863\u76d8\u53e3\u6df1\u5ea6\u786e\u8ba4：\u5b9e\u65f6\u6821\u9a8c\u4e70\u4e00\u81f3\u4e70\u4e94\u4e0e\u5356\u4e00\u81f3\u5356\u4e94\u7684\u6302\u5355\u603b\u91cf\u6bd4\u7387（Bid\/Ask Ratio），\u786e\u8ba4\u662f\u5426\u5b58\u5728\u771f\u5b9e\u8d44\u91d1\u5411\u4e0a\u5403\u5355\u3002<\/li>\n

    \u4f20\u7edf\u91cf\u5316\u63a5\u53e3\u5f80\u5f80\u7f3a\u4e4f\u5206\u949f\u7ea7\u9ad8\u9891 K \u7ebf\u4e0e\u4e94\u6863\u76d8\u53e3\u6570\u636e\u7684\u7edf\u4e00\u652f\u6301，\u5bfc\u81f4\u5f00\u53d1\u8005\u9700\u8981\u62fc\u51d1\u591a\u4e2a\u6570\u636e\u6e90，\u906d\u9047\u6570\u636e\u65f6\u5e8f\u5bf9\u4e0d\u9f50\u3001\u65f6\u5ef6\u8fc7\u9ad8\u7b49\u4e25\u91cd\u96be\u9898\u3002<\/p>\n

    \n

    \u4e8c\u3001 \u89e3\u51b3\u65b9\u6848\u5bf9\u6bd4 (QuantDash vs \u4f20\u7edf\u65b9\u6848)<\/h3>\n\n\u5bf9\u6bd4\u7ef4\u5ea6\u4f20\u7edf\/\u7ade\u54c1\u65b9\u6848 (\u5982 Yahoo\/Tushare\/AkShare\/\u81ea\u5efa\u722c\u866b)QuantDash \u89e3\u51b3\u65b9\u6848<\/tr>\n\n\n\n\n\n
    \u5206\u949f\u7ea7 K \u7ebf<\/td>\n\u514d\u8d39\u63a5\u53e3\u901a\u5e38\u7f3a\u5931\u6216\u4ec5\u652f\u6301\u8fd1\u51e0\u5929\u6570\u636e，\u4e14\u7ecf\u5e38\u65ad\u6d41<\/td>\n\u6807\u51c6\u5316\u652f\u6301 1m, 5m, 15m, 30m, 60m \u5206\u949f K \u7ebf\u62c9\u53d6<\/td>\n<\/tr>\n
    \u4e94\u6863\u76d8\u53e3\u652f\u6301<\/td>\n\u7edd\u5927\u90e8\u5206\u91cf\u5316\u6570\u636e\u5305\u4e0d\u652f\u6301 L2 \u4e94\u6863\u6df1\u5ea6\u6570\u636e<\/td>\n\u539f\u751f\u63d0\u4f9b qd.depth.get() \u63a5\u53e3，\u76f4\u63a5\u8fd4\u56de\u4e70\u5356 5 \u6863\u4ef7\u683c\u4e0e\u91cf<\/td>\n<\/tr>\n
    \u65e5\u5185\u5206\u65f6\u62c9\u53d6<\/td>\n\u9700\u8981\u590d\u6742\u5904\u7406\u65e5\u5185\u4ea4\u6613\u65f6\u95f4\u6bb5\u4e0e\u8282\u5047\u65e5<\/td>\n\u63d0\u4f9b qd.klines.intraday() \u63a5\u53e3，\u4e00\u952e\u83b7\u53d6\u5f53\u65e5\u5206\u65f6<\/td>\n<\/tr>\n
    \u67b6\u6784\u7edf\u4e00\u6027<\/td>\n\u76d8\u53e3\u4e0e K \u7ebf\u9700\u8c03\u7528\u4e0d\u540c SDK\/\u722c\u866b，\u6570\u636e\u5bf9\u9f50\u56f0\u96be<\/td>\n\u5355\u4e00 SDK \u7edf\u4e00\u63a5\u53e3\u547d\u540d\u4e0e\u65f6\u95f4\u6233\u6807\u51c6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
    \n

    \u4e09\u3001 Python \u4ee3\u7801\u5b9e\u6218（\u53ef\u76f4\u63a5\u590d\u5236\u8fd0\u884c）<\/h3>\n

    \u4ee5\u4e0b\u4ee3\u7801\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u7ed3\u5408 QuantDash \u7684 5\u5206\u949f K \u7ebf BOLL \u6307\u6807 \u4e0e \u4e94\u6863\u76d8\u53e3（Depth），\u5b9e\u73b0\u9ad8\u7cbe\u5ea6\u7684\u65e5\u5185\u7a81\u7834\u786e\u8ba4\u903b\u8f91\u3002<\/p>\n

    # 1. \u5b89\u88c5\u4e0e\u521d\u59cb\u5316<\/span>
    \n# pip install quantdash<\/span>
    \n# \u9879\u76ee GitHub \u6e90\u7801：https:\/\/github.com\/quantdash-net\/QuantDash<\/span><\/p>\n

    from<\/span> quantdash import<\/span> QuantDash
    \nimport<\/span> pandas as<\/span> pd
    \nimport<\/span> numpy as<\/span> np<\/p>\n

    qd =<\/span> QuantDash(<\/span>api_key=<\/span>"your_api_key"<\/span>)<\/span><\/p>\n

    def<\/span> confirm_intraday_breakout<\/span>(<\/span>symbol:<\/span> str<\/span>)<\/span>:<\/span>
    \n """
    \n \u7ed3\u5408 5\u5206\u949f BOLL \u4e0e \u5b9e\u65f6\u4e94\u6863\u76d8\u53e3 \u8fdb\u884c\u7a81\u7834\u4e8c\u6b21\u786e\u8ba4
    \n :param symbol: \u6807\u7684\u4ee3\u7801，\u4f8b\u5982 '600519.SH'
    \n """<\/span>
    \n print<\/span>(<\/span>f"=== \u5f00\u59cb\u5bf9 <\/span>{<\/span>symbol}<\/span><\/span> \u8fdb\u884c\u65e5\u5185\u7a81\u7834\u4e8c\u6b21\u786e\u8ba4 ==="<\/span><\/span>)<\/span><\/p>\n

    # 2. \u62c9\u53d6 5\u5206\u949f K \u7ebf\u6570\u636e<\/span>
    \n df_5m =<\/span> qd.<\/span>klines.<\/span>get(<\/span>
    \n symbol=<\/span>symbol,<\/span>
    \n period=<\/span>"5m"<\/span>,<\/span>
    \n count=<\/span>30<\/span>,<\/span>
    \n adjust=<\/span>"forward"<\/span>,<\/span>
    \n to_dataframe=<\/span>True<\/span>
    \n )<\/span><\/p>\n

    if<\/span> df_5m.<\/span>empty or<\/span> len<\/span>(<\/span>df_5m)<\/span> <<\/span> 20<\/span>:<\/span>
    \n print<\/span>(<\/span>"\u5206\u949f\u6570\u636e\u4e0d\u8db3，\u65e0\u6cd5\u5206\u6790"<\/span>)<\/span>
    \n return<\/span> False<\/span><\/p>\n

    # \u8ba1\u7b97 5\u5206\u949f BOLL (20\u5468\u671f)<\/span>
    \n df_5m[<\/span>'ma20'<\/span>]<\/span> =<\/span> df_5m[<\/span>'close'<\/span>]<\/span>.<\/span>rolling(<\/span>20<\/span>)<\/span>.<\/span>mean(<\/span>)<\/span>
    \n df_5m[<\/span>'std20'<\/span>]<\/span> =<\/span> df_5m[<\/span>'close'<\/span>]<\/span>.<\/span>rolling(<\/span>20<\/span>)<\/span>.<\/span>std(<\/span>)<\/span>
    \n df_5m[<\/span>'upper'<\/span>]<\/span> =<\/span> df_5m[<\/span>'ma20'<\/span>]<\/span> +<\/span> 2.0<\/span> *<\/span> df_5m[<\/span>'std20'<\/span>]<\/span>
    \n df_5m[<\/span>'bandwidth'<\/span>]<\/span> =<\/span> (<\/span>df_5m[<\/span>'upper'<\/span>]<\/span> –<\/span> (<\/span>df_5m[<\/span>'ma20'<\/span>]<\/span> –<\/span> 2.0<\/span> *<\/span> df_5m[<\/span>'std20'<\/span>]<\/span>)<\/span>)<\/span> \/<\/span> df_5m[<\/span>'ma20'<\/span>]<\/span><\/p>\n

    latest_5m =<\/span> df_5m.<\/span>iloc[<\/span>–<\/span>1<\/span>]<\/span><\/p>\n

    # \u6761\u4ef61：5\u5206\u949f K \u7ebf\u4ef7\u683c\u5411\u4e0a\u7a81\u7834 5m BOLL \u4e0a\u8f68<\/span>
    \n is_5m_breakout =<\/span> latest_5m[<\/span>'close'<\/span>]<\/span> ><\/span> latest_5m[<\/span>'upper'<\/span>]<\/span>
    \n print<\/span>(<\/span>f"[1] 5\u5206\u949f\u5468\u671f\u72b6\u6001: \u6700\u65b0\u4ef7=<\/span>{<\/span>latest_5m[<\/span>'close'<\/span>]<\/span>}<\/span><\/span> | \u4e0a\u8f68=<\/span>{<\/span>latest_5m[<\/span>'upper'<\/span>]<\/span>:<\/span>.2f<\/span>}<\/span><\/span> | \u7a81\u7834=<\/span>{<\/span>is_5m_breakout}<\/span><\/span>"<\/span><\/span>)<\/span><\/p>\n

    # 3. \u62c9\u53d6\u5b9e\u65f6\u4e94\u6863\u76d8\u53e3\u6570\u636e (L2 Depth)<\/span>
    \n depth =<\/span> qd.<\/span>depth.<\/span>get(<\/span>symbol)<\/span><\/p>\n

    if<\/span> not<\/span> depth or<\/span> 'bid_volumes'<\/span> not<\/span> in<\/span> depth:<\/span>
    \n print<\/span>(<\/span>"\u672a\u80fd\u83b7\u53d6\u5230\u76d8\u53e3\u6df1\u5ea6\u6570\u636e"<\/span>)<\/span>
    \n return<\/span> False<\/span><\/p>\n

    bid_volumes =<\/span> depth[<\/span>'bid_volumes'<\/span>]<\/span> # \u4e701 – \u4e705 \u6302\u5355\u91cf<\/span>
    \n ask_volumes =<\/span> depth[<\/span>'ask_volumes'<\/span>]<\/span> # \u53561 – \u53565 \u6302\u5355\u91cf<\/span><\/p>\n

    total_bid_vol =<\/span> sum<\/span>(<\/span>bid_volumes)<\/span>
    \n total_ask_vol =<\/span> sum<\/span>(<\/span>ask_volumes)<\/span><\/p>\n

    # \u4e70\u5356\u76d8\u6bd4\u7387 (Bid-Ask Ratio)<\/span>
    \n bid_ask_ratio =<\/span> total_bid_vol \/<\/span> total_ask_vol if<\/span> total_ask_vol ><\/span> 0<\/span> else<\/span> 999.0<\/span><\/p>\n

    # \u6761\u4ef62：\u4e70\u76d8\u652f\u6491\u5f3a\u52b2 (\u4e70\u4e94\u603b\u91cf > \u5356\u4e94\u603b\u91cf\u7684 1.2 \u500d，\u8868\u660e\u4e0b\u65b9\u627f\u63a5\u529b\u5f3a)<\/span>
    \n is_depth_strong =<\/span> bid_ask_ratio >=<\/span> 1.2<\/span><\/p>\n

    print<\/span>(<\/span>f"[2] \u4e94\u6863\u76d8\u53e3\u72b6\u6001: \u4e705\u603b\u91cf=<\/span>{<\/span>total_bid_vol}<\/span><\/span> | \u53565\u603b\u91cf=<\/span>{<\/span>total_ask_vol}<\/span><\/span> | \u59d4\u4e70\u5356\u6bd4=<\/span>{<\/span>bid_ask_ratio:<\/span>.2f<\/span>}<\/span><\/span> | \u652f\u6491\u5f3a\u52b2=<\/span>{<\/span>is_depth_strong}<\/span><\/span>"<\/span><\/span>)<\/span><\/p>\n

    # \u6253\u5370\u4e94\u6863\u7ec6\u8282<\/span>
    \n print<\/span>(<\/span>"—– \u5b9e\u65f6\u76d8\u53e3\u7ec6\u8282 —–"<\/span>)<\/span>
    \n for<\/span> i in<\/span> range<\/span>(<\/span>5<\/span>)<\/span>:<\/span>
    \n print<\/span>(<\/span>f" \u4e70<\/span>{<\/span>i+<\/span>1<\/span>}<\/span><\/span>: <\/span>{<\/span>depth[<\/span>'bid_prices'<\/span>]<\/span>[<\/span>i]<\/span>:<\/span>>8.2f<\/span>}<\/span><\/span> x <\/span>{<\/span>depth[<\/span>'bid_volumes'<\/span>]<\/span>[<\/span>i]<\/span>:<\/span><5<\/span>}<\/span><\/span> | \u5356<\/span>{<\/span>i+<\/span>1<\/span>}<\/span><\/span>: <\/span>{<\/span>depth[<\/span>'ask_prices'<\/span>]<\/span>[<\/span>i]<\/span>:<\/span>>8.2f<\/span>}<\/span><\/span> x <\/span>{<\/span>depth[<\/span>'ask_volumes'<\/span>]<\/span>[<\/span>i]<\/span>}<\/span><\/span>"<\/span><\/span>)<\/span><\/p>\n

    # \u7efc\u5408\u4e8c\u6b21\u786e\u8ba4\u7ed3\u679c<\/span>
    \n final_signal =<\/span> is_5m_breakout and<\/span> is_depth_strong
    \n print<\/span>(<\/span>f"\\\\n🎯 \u6700\u7ec8\u4e8c\u6b21\u786e\u8ba4\u7ed3\u679c: <\/span>{<\/span>'\u2705 \u4fe1\u53f7\u771f\u6709\u6548，\u5efa\u8bae\u8ddf\u8fdb！'<\/span> if<\/span> final_signal else<\/span> '\u26a0\ufe0f \u5047\u7a81\u7834\u98ce\u9669\u9ad8，\u6682\u4e0d\u8ddf\u8fdb！'<\/span>}<\/span><\/span>"<\/span><\/span>)<\/span>
    \n return<\/span> final_signal<\/p>\n

    # \u8fd0\u884c\u4e8c\u6b21\u786e\u8ba4\u6d4b\u8bd5<\/span>
    \nconfirm_intraday_breakout(<\/span>"600519.SH"<\/span>)<\/span><\/p>\n

    \u771f\u5b9e\u6570\u636e\u8f93\u51fa：<\/p>\n

    ==<\/span>=<\/span> \u5f00\u59cb\u5bf9 600519<\/span>.<\/span>SH \u8fdb\u884c\u65e5\u5185\u7a81\u7834\u4e8c\u6b21\u786e\u8ba4 ==<\/span>=<\/span>
    \n[<\/span>1<\/span>]<\/span> 5<\/span>\u5206\u949f\u5468\u671f\u72b6\u6001:<\/span> \u6700\u65b0\u4ef7=<\/span>1309.220000000004<\/span> |<\/span> \u4e0a\u8f68=<\/span>1312.79<\/span> |<\/span> \u7a81\u7834=<\/span>False<\/span>
    \n[<\/span>2<\/span>]<\/span> \u4e94\u6863\u76d8\u53e3\u72b6\u6001:<\/span> \u4e705<\/span>\u603b\u91cf=<\/span>120<\/span> |<\/span> \u53565<\/span>\u603b\u91cf=<\/span>6<\/span> |<\/span> \u59d4\u4e70\u5356\u6bd4=<\/span>20.00<\/span> |<\/span> \u652f\u6491\u5f3a\u52b2=<\/span>True<\/span>
    \n–<\/span>–<\/span>–<\/span>–<\/span>–<\/span> \u5b9e\u65f6\u76d8\u53e3\u7ec6\u8282 –<\/span>–<\/span>–<\/span>–<\/span>–<\/span>
    \n \u4e701<\/span>:<\/span> 1309.22<\/span> x 2<\/span> |<\/span> \u53561<\/span>:<\/span> 1309.23<\/span> x 1<\/span>
    \n \u4e702<\/span>:<\/span> 1309.21<\/span> x 5<\/span> |<\/span> \u53562<\/span>:<\/span> 1309.28<\/span> x 1<\/span>
    \n \u4e703<\/span>:<\/span> 1309.20<\/span> x 97<\/span> |<\/span> \u53563<\/span>:<\/span> 1309.70<\/span> x 1<\/span>
    \n \u4e704<\/span>:<\/span> 1309.19<\/span> x 3<\/span> |<\/span> \u53564<\/span>:<\/span> 1309.79<\/span> x 2<\/span>
    \n \u4e705<\/span>:<\/span> 1309.18<\/span> x 13<\/span> |<\/span> \u53565<\/span>:<\/span> 1309.80<\/span> x 1<\/span><\/p>\n

    🎯 \u6700\u7ec8\u4e8c\u6b21\u786e\u8ba4\u7ed3\u679c:<\/span> \u26a0\ufe0f \u5047\u7a81\u7834\u98ce\u9669\u9ad8，\u6682\u4e0d\u8ddf\u8fdb！<\/p>\n

    \u56db\u3001 \u6027\u80fd\u4f18\u5316\u4e0e\u91cf\u5316\u8fdb\u9636\u907f\u5751\u6307\u5357 (E-E-A-T \u4e13\u533a)<\/h3>\n

    1.\u5206\u949f\u7ea7\u65f6\u95f4\u6233\u4e0e\u65f6\u533a\u540c\u6b65：<\/p>\n

    \u5206\u949f K \u7ebf\u7684\u65f6\u95f4\u6233\u4e3a\u6beb\u79d2\u7ea7\u6216 YYYY-MM-DD HH:MM:SS \u5b57\u7b26\u4e32\u3002\u5728\u4e0e\u76d8\u53e3\u6570\u636e\u7ed3\u5408\u65f6，\u5fc5\u987b\u786e\u4fdd\u672c\u5730\u7cfb\u7edf\u65f6\u533a\u4e0e\u4ea4\u6613\u6240\u65f6\u533a\u4e00\u81f4，\u907f\u514d\u56e0\u65f6\u949f\u6f02\u79fb（Clock Drift）\u9020\u6210\u6beb\u79d2\u7ea7\u4fe1\u53f7\u5ef6\u8fdf\u3002 2. \u76d8\u53e3\u6302\u5355\u6b3a\u9a97（Spoofing）\u8bc6\u522b：<\/p>\n

    \u5728\u6781\u5ea6\u6d3b\u8dc3\u7684\u80a1\u7968\u4e2d，\u4e3b\u529b\u53ef\u80fd\u5728\u4e70\u4e00\u6302\u51fa\u5de8\u5355\u968f\u540e\u64a4\u5355\u3002\u56e0\u6b64，\u9664\u4e86\u9759\u6001\u4e94\u6863\u603b\u91cf\u5916，\u53ef\u7ed3\u5408 QuantDash \u7684 qd.klines.intraday() \u83b7\u53d6\u65e5\u5185 1 \u5206\u949f\u6210\u4ea4\u91cf（Volume），\u9a8c\u8bc1\u662f\u5426\u6709\u771f\u5b9e\u7684\u201c\u4e3b\u52a8\u4e70\u5355\u6210\u4ea4\u201d\u3002 3. \u6279\u91cf\u76d8\u53e3\u6027\u80fd\u4f18\u5316：<\/p>\n

    \u82e5\u8981\u76d1\u63a7\u591a\u53ea\u80a1\u7968\u7684\u76d8\u53e3，\u907f\u514d\u5faa\u73af\u8c03\u7528 qd.depth.get()\u3002\u5e94\u4f7f\u7528\u6279\u91cf\u76d8\u53e3\u63a5\u53e3 qd.depth.batch([\u201c000001.SZ\u201d, \u201c600000.SH\u201d])，\u5728\u5355\u4e2a\u7f51\u7edc Request \u4e2d\u5b8c\u6210\u591a\u6807\u7684\u6df1\u5ea6\u7684\u5e76\u53d1\u62c9\u53d6\u3002<\/p>\n

    \n

    \u4e94\u3001 \u5e38\u89c1\u95ee\u9898\u89e3\u7b54 (Q&A \/ FAQ)<\/h3>\n

    Q1: QuantDash \u7684\u5206\u949f K \u7ebf\u63a5\u53e3 period \u53c2\u6570\u652f\u6301\u54ea\u4e9b\u7c92\u5ea6？<\/p>\n

    A: qd.klines.get() \u539f\u751f\u652f\u6301 1m（1\u5206\u949f）\u30015m（5\u5206\u949f）\u300115m（15\u5206\u949f）\u300130m（30\u5206\u949f）\u300160m（60\u5206\u949f）\u591a\u79cd\u7c92\u5ea6，\u914d\u5408 count \u6216 start_time\/end_time \u53ef\u4ee5\u6781\u901f\u622a\u53d6\u76d8\u4e2d\u4efb\u610f\u65f6\u6bb5\u7684\u6570\u636e\u3002<\/p>\n

    Q2: \u5728\u505a\u65e5\u5185\u9ad8\u9891\u7b56\u7565\u65f6，\u5982\u4f55\u83b7\u53d6\u4eca\u65e5\u5f00\u76d8\u4ee5\u6765\u7684\u5168\u90e8\u5206\u949f\u6570\u636e？<\/p>\n

    A: \u4f7f\u7528 QuantDash \u4e13\u95e8\u63d0\u4f9b\u7684\u65e5\u5185\u5206\u65f6\u63a5\u53e3 qd.klines.intraday(\u201c600519.SH\u201d, count=240, to_dataframe=True)，\u5373\u53ef\u4e00\u952e\u62c9\u53d6\u5f53\u65e5\u5f00\u76d8\u81f3\u4eca\u7684\u5b8c\u6574 1 \u5206\u949f\/5 \u5206\u949f\u5206\u65f6 K \u7ebf\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    📌 \u6458\u8981 \/ \u5feb\u901f\u89e3\u7b54 (Direct Answer) \u65e5\u7ebf\u7ea7\u522b\u7684 BOLL \u6324\u538b\u7a81\u7834\u7ecf\u5e38\u4f34\u968f\u7740\u201c\u5047\u7a81\u7834\u201d\u8bf1\u591a\u98ce\u9669，\u7ed3\u5408\u5206\u949f\u7ea7（5m\/1m）\u5e03\u6797\u5e26\u6536\u7f29\u4e0e\u5b9e\u65f6 L2 \u4e94\u6863\u76d8\u53e3（Depth）\u6302\u5355\u6bd4\u7387，\u80fd\u591f\u5bf9\u7a81\u7834\u4fe1\u53f7\u8fdb\u884c\u4e8c\u6b21\u786e\u8ba4\u3002\u501f\u52a9 QuantDash Python SDK \u7684 qd.klines.get(period\u201c5m\u201d) \u4e0e qd.depth.get() \u63a5\u53e3&#xff0c<\/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":[9098,92,81,50,190,427],"topic":[],"class_list":["post-92087","post","type-post","status-publish","format-standard","hentry","category-server","tag-it","tag-github","tag-python","tag-50","tag-190","tag-427"],"yoast_head":"\n\u65e5\u5185\u9ad8\u9891\u5f02\u52a8\u6355\u83b7\uff1a\u57fa\u4e8e QuantDash \u5206\u949f K \u7ebf\u4e0e\u4e94\u6863\u76d8\u53e3\u7684\u5e03\u6797\u5e26\u6324\u538b\u7a81\u7834\u4e8c\u6b21\u786e\u8ba4\u7b97\u6cd5 - \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\/92087.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u65e5\u5185\u9ad8\u9891\u5f02\u52a8\u6355\u83b7\uff1a\u57fa\u4e8e QuantDash \u5206\u949f K \u7ebf\u4e0e\u4e94\u6863\u76d8\u53e3\u7684\u5e03\u6797\u5e26\u6324\u538b\u7a81\u7834\u4e8c\u6b21\u786e\u8ba4\u7b97\u6cd5 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"📌 \u6458\u8981 \/ \u5feb\u901f\u89e3\u7b54 (Direct Answer) \u65e5\u7ebf\u7ea7\u522b\u7684 BOLL \u6324\u538b\u7a81\u7834\u7ecf\u5e38\u4f34\u968f\u7740\u201c\u5047\u7a81\u7834\u201d\u8bf1\u591a\u98ce\u9669，\u7ed3\u5408\u5206\u949f\u7ea7（5m\/1m）\u5e03\u6797\u5e26\u6536\u7f29\u4e0e\u5b9e\u65f6 L2 \u4e94\u6863\u76d8\u53e3（Depth）\u6302\u5355\u6bd4\u7387，\u80fd\u591f\u5bf9\u7a81\u7834\u4fe1\u53f7\u8fdb\u884c\u4e8c\u6b21\u786e\u8ba4\u3002\u501f\u52a9 QuantDash Python SDK \u7684 qd.klines.get(period\u201c5m\u201d) \u4e0e qd.depth.get() \u63a5\u53e3&#xff0c\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/92087.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-09T01:41:02+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\/92087.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/92087.html\",\"name\":\"\u65e5\u5185\u9ad8\u9891\u5f02\u52a8\u6355\u83b7\uff1a\u57fa\u4e8e QuantDash \u5206\u949f K \u7ebf\u4e0e\u4e94\u6863\u76d8\u53e3\u7684\u5e03\u6797\u5e26\u6324\u538b\u7a81\u7834\u4e8c\u6b21\u786e\u8ba4\u7b97\u6cd5 - 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