{"id":84755,"date":"2026-07-26T17:09:24","date_gmt":"2026-07-26T09:09:24","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/84755.html"},"modified":"2026-07-26T17:09:24","modified_gmt":"2026-07-26T09:09:24","slug":"%e9%87%8f%e5%8c%96%e4%ba%a4%e6%98%93%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%80%89%e6%8b%a9%e4%b8%8e%e9%83%a8%e7%bd%b2_%e4%ba%91%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%85%8d%e7%bd%ae%e5%ae%9e%e8%b7%b5","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/84755.html","title":{"rendered":"\u91cf\u5316\u4ea4\u6613\u670d\u52a1\u5668\u9009\u62e9\u4e0e\u90e8\u7f72_\u4e91\u670d\u52a1\u5668\u914d\u7f6e\u5b9e\u8df5"},"content":{"rendered":"

\u58f0\u660e：\u672c\u6587\u4e3a\u4e2a\u4eba\u5b66\u4e60\u7b14\u8bb0，\u4ec5\u4f9b\u6280\u672f\u4ea4\u6d41，\u4e0d\u6784\u6210\u4efb\u4f55\u6295\u8d44\u5efa\u8bae\u3002<\/p>\n

\n

\u4e00\u3001\u524d\u8a00<\/h3>\n

\u5728\u671f\u8d27\u91cf\u5316\u8fd9\u6761\u8def\u4e0a，\u6211\u5df2\u7ecf\u8d70\u4e86\u6574\u6574\u4e8c\u5341\u5e74\u3002\u505a\u91cf\u5316\u4ea4\u6613，\u670d\u52a1\u5668\u7684\u7a33\u5b9a\u6027\u81f3\u5173\u91cd\u8981\u3002<\/p>\n

\u4eca\u5929\u8fd9\u7bc7\u6587\u7ae0，\u6211\u6765\u5206\u4eab\u4e00\u4e0b\u91cf\u5316\u4ea4\u6613\u670d\u52a1\u5668\u7684\u9009\u62e9\u548c\u90e8\u7f72\u7ecf\u9a8c\u3002<\/p>\n

\n

\u4e8c\u3001\u4e3a\u4ec0\u4e48\u9700\u8981\u670d\u52a1\u5668？<\/h3>\n\n\u539f\u56e0\u8bf4\u660e<\/tr>\n\n\n\n\n\n
7×24\u8fd0\u884c<\/td>\n\u7b56\u7565\u9700\u8981\u6301\u7eed\u8fd0\u884c，\u672c\u5730\u7535\u8111\u96be\u4ee5\u4fdd\u8bc1<\/td>\n<\/tr>\n
\u7f51\u7edc\u7a33\u5b9a<\/td>\n\u4e91\u670d\u52a1\u5668\u7f51\u7edc\u66f4\u7a33\u5b9a<\/td>\n<\/tr>\n
\u4f4e\u5ef6\u8fdf<\/td>\n\u53ef\u9009\u62e9\u9760\u8fd1\u4ea4\u6613\u6240\u7684\u673a\u623f<\/td>\n<\/tr>\n
\u5b89\u5168\u53ef\u9760<\/td>\n\u907f\u514d\u672c\u5730\u65ad\u7535\u3001\u65ad\u7f51<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\n

\u4e09\u3001\u670d\u52a1\u5668\u9009\u62e9<\/h3>\n

3.1 \u4e91\u670d\u52a1\u5668 vs \u7269\u7406\u670d\u52a1\u5668<\/h4>\n\n\u7c7b\u578b\u4f18\u70b9\u7f3a\u70b9<\/tr>\n\n\n\n
\u4e91\u670d\u52a1\u5668<\/td>\n\u7075\u6d3b\u3001\u6210\u672c\u4f4e\u3001\u8fd0\u7ef4\u7b80\u5355<\/td>\n\u6027\u80fd\u6709\u4e0a\u9650<\/td>\n<\/tr>\n
\u7269\u7406\u670d\u52a1\u5668<\/td>\n\u6027\u80fd\u9ad8\u3001\u5b8c\u5168\u53ef\u63a7<\/td>\n\u6210\u672c\u9ad8\u3001\u8fd0\u7ef4\u590d\u6742<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5efa\u8bae：\u5927\u591a\u6570\u91cf\u5316\u7b56\u7565，\u4e91\u670d\u52a1\u5668\u8db3\u591f\u3002<\/p>\n

3.2 \u4e91\u670d\u52a1\u5546\u9009\u62e9<\/h4>\n\n\u670d\u52a1\u5546\u7279\u70b9\u9002\u5408\u573a\u666f<\/tr>\n\n\n\n\n\n
\u963f\u91cc\u4e91<\/td>\n\u56fd\u5185\u6700\u5927\u3001\u7a33\u5b9a<\/td>\n\u56fd\u5185\u671f\u8d27\u4ea4\u6613<\/td>\n<\/tr>\n
\u817e\u8baf\u4e91<\/td>\n\u6027\u4ef7\u6bd4\u9ad8<\/td>\n\u9884\u7b97\u6709\u9650<\/td>\n<\/tr>\n
\u534e\u4e3a\u4e91<\/td>\n\u5b89\u5168\u5408\u89c4<\/td>\n\u673a\u6784\u7528\u6237<\/td>\n<\/tr>\n
AWS<\/td>\n\u5168\u7403\u5316<\/td>\n\u5916\u76d8\u4ea4\u6613<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

3.3 \u914d\u7f6e\u9009\u62e9<\/h4>\n\n\u7b56\u7565\u7c7b\u578bCPU\u5185\u5b58\u5e26\u5bbd<\/tr>\n\n\n\n\n
\u4f4e\u9891\u7b56\u7565（\u65e5\u7ebf\u7ea7）<\/td>\n1\u6838<\/td>\n2GB<\/td>\n1Mbps<\/td>\n<\/tr>\n
\u4e2d\u9891\u7b56\u7565（\u5206\u949f\u7ea7）<\/td>\n2\u6838<\/td>\n4GB<\/td>\n5Mbps<\/td>\n<\/tr>\n
\u9ad8\u9891\u7b56\u7565（Tick\u7ea7）<\/td>\n4\u6838+<\/td>\n8GB+<\/td>\n10Mbps+<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u63a8\u8350\u914d\u7f6e：2\u68384G，5Mbps\u5e26\u5bbd，\u9002\u5408\u5927\u591a\u6570\u7b56\u7565\u3002<\/p>\n

3.4 \u5730\u57df\u9009\u62e9<\/h4>\n

\u9009\u62e9\u9760\u8fd1\u671f\u8d27\u516c\u53f8\u670d\u52a1\u5668\u7684\u5730\u57df：<\/p>\n

    \n
  • \u4e0a\u6d77（\u5927\u591a\u6570\u671f\u8d27\u516c\u53f8\u670d\u52a1\u5668\u5728\u4e0a\u6d77）<\/li>\n
  • \u5317\u4eac<\/li>\n
  • \u6df1\u5733<\/li>\n<\/ul>\n
    \n

    \u56db\u3001\u670d\u52a1\u5668\u90e8\u7f72<\/h3>\n

    4.1 \u7cfb\u7edf\u9009\u62e9<\/h4>\n

    \u63a8\u8350 Ubuntu 22.04 LTS：<\/p>\n

      \n
    • \u7a33\u5b9a<\/li>\n
    • \u793e\u533a\u652f\u6301\u597d<\/li>\n
    • Python\u73af\u5883\u53cb\u597d<\/li>\n<\/ul>\n

      4.2 \u57fa\u7840\u914d\u7f6e<\/h4>\n

      # 1. \u66f4\u65b0\u7cfb\u7edf<\/span>
      \nsudo<\/span> apt<\/span> update &&<\/span> sudo<\/span> apt<\/span> upgrade -y<\/p>\n

      # 2. \u5b89\u88c5\u57fa\u7840\u5de5\u5177<\/span>
      \nsudo<\/span> apt<\/span> install<\/span> -y vim<\/span> git<\/span> wget<\/span> curl<\/span> htop<\/span> screen<\/span><\/p>\n

      # 3. \u8bbe\u7f6e\u65f6\u533a（\u91cd\u8981！）<\/span>
      \nsudo<\/span> timedatectl set-timezone Asia\/Shanghai<\/p>\n

      # 4. \u5b89\u88c5Python<\/span>
      \nsudo<\/span> apt<\/span> install<\/span> -y python3 python3-pip python3-venv<\/p>\n

      # 5. \u9a8c\u8bc1<\/span>
      \npython3 –version<\/p>\n

      4.3 \u521b\u5efa\u9879\u76ee\u73af\u5883<\/h4>\n

      # \u521b\u5efa\u76ee\u5f55<\/span>
      \nmkdir<\/span> -p ~\/trading
      \ncd<\/span> ~\/trading<\/p>\n

      # \u521b\u5efa\u865a\u62df\u73af\u5883<\/span>
      \npython3 -m venv venv
      \nsource<\/span> venv\/bin\/activate<\/p>\n

      # \u5b89\u88c5\u4f9d\u8d56<\/span>
      \npip install<\/span> tqsdk pandas numpy matplotlib<\/p>\n

      # \u9a8c\u8bc1\u5b89\u88c5<\/span>
      \npython -c "from tqsdk import TqApi; print('TqSdk\u5b89\u88c5\u6210\u529f')"<\/span><\/p>\n

      4.4 \u4e0a\u4f20\u4ee3\u7801<\/h4>\n

      # \u65b9\u6cd51：\u4f7f\u7528Git<\/span>
      \ngit<\/span> clone https:\/\/github.com\/your_repo\/trading_strategy.git<\/p>\n

      # \u65b9\u6cd52：\u4f7f\u7528SCP<\/span>
      \nscp<\/span> -r .\/strategy root@your_server_ip:~\/trading\/<\/p>\n

      \n

      \u4e94\u3001\u7b56\u7565\u90e8\u7f72<\/h3>\n

      5.1 \u914d\u7f6e\u6587\u4ef6<\/h4>\n

      # config.py<\/span>
      \nCONFIG =<\/span> {<\/span>
      \n # \u4ea4\u6613\u914d\u7f6e<\/span>
      \n 'broker'<\/span>:<\/span> '\u671f\u8d27\u516c\u53f8'<\/span>,<\/span>
      \n 'account'<\/span>:<\/span> '\u8d44\u91d1\u8d26\u53f7'<\/span>,<\/span>
      \n 'password'<\/span>:<\/span> '\u5bc6\u7801'<\/span>,<\/span>
      \n 'tq_user'<\/span>:<\/span> 'TQ\u8d26\u6237'<\/span>,<\/span>
      \n 'tq_pass'<\/span>:<\/span> 'TQ\u5bc6\u7801'<\/span>,<\/span><\/p>\n

      # \u7b56\u7565\u914d\u7f6e<\/span>
      \n 'symbol'<\/span>:<\/span> 'SHFE.rb2505'<\/span>,<\/span>
      \n 'volume'<\/span>:<\/span> 1<\/span>,<\/span><\/p>\n

      # \u65e5\u5fd7\u914d\u7f6e<\/span>
      \n 'log_dir'<\/span>:<\/span> '\/home\/trader\/trading\/logs'<\/span>,<\/span>
      \n}<\/span><\/p>\n

      \u6ce8\u610f：\u654f\u611f\u4fe1\u606f\u4e0d\u8981\u63d0\u4ea4\u5230Git，\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u6216\u5355\u72ec\u7684\u914d\u7f6e\u6587\u4ef6\u3002<\/p>\n

      5.2 \u542f\u52a8\u811a\u672c<\/h4>\n

      #!\/bin\/bash<\/span>
      \n# start.sh<\/span><\/p>\n

      cd<\/span> \/home\/trader\/trading
      \nsource<\/span> venv\/bin\/activate<\/p>\n

      # \u8bbe\u7f6e\u73af\u5883\u53d8\u91cf<\/span>
      \nexport<\/span> PYTHONUNBUFFERED<\/span>=<\/span>1<\/span><\/p>\n

      # \u542f\u52a8\u7b56\u7565<\/span>
      \npython main.py >><\/span> logs\/output.log 2<\/span>><\/span>&1<\/span><\/p>\n

      5.3 \u4f7f\u7528Screen\u4fdd\u6301\u8fd0\u884c<\/h4>\n

      # \u521b\u5efa\u65b0\u7684screen\u4f1a\u8bdd<\/span>
      \nscreen<\/span> -S trading<\/p>\n

      # \u542f\u52a8\u7b56\u7565<\/span>
      \n.\/start.sh<\/p>\n

      # \u6309 Ctrl+A, D \u5206\u79bb\u4f1a\u8bdd<\/span><\/p>\n

      # \u91cd\u65b0\u8fde\u63a5<\/span>
      \nscreen<\/span> -r trading<\/p>\n

      # \u67e5\u770b\u6240\u6709\u4f1a\u8bdd<\/span>
      \nscreen<\/span> -ls<\/p>\n

      5.4 \u4f7f\u7528Systemd（\u63a8\u8350）<\/h4>\n

      # \/etc\/systemd\/system\/trading.service<\/span>
      \n[<\/span>Unit]<\/span>
      \nDescription<\/span>=<\/span>Trading Strategy
      \nAfter<\/span>=<\/span>network.target<\/p>\n

      [<\/span>Service]<\/span>
      \nType<\/span>=<\/span>simple
      \nUser<\/span>=<\/span>trader
      \nWorkingDirectory<\/span>=<\/span>\/home\/trader\/trading
      \nExecStart<\/span>=<\/span>\/home\/trader\/trading\/venv\/bin\/python main.py
      \nRestart<\/span>=<\/span>always
      \nRestartSec<\/span>=<\/span>10<\/span>
      \nEnvironment<\/span>=<\/span>PYTHONUNBUFFERED=<\/span>1<\/span><\/p>\n

      [<\/span>Install]<\/span>
      \nWantedBy<\/span>=<\/span>multi-user.target<\/p>\n

      # \u542f\u7528\u670d\u52a1<\/span>
      \nsudo<\/span> systemctl enable<\/span> trading
      \nsudo<\/span> systemctl start trading<\/p>\n

      # \u67e5\u770b\u72b6\u6001<\/span>
      \nsudo<\/span> systemctl status trading<\/p>\n

      # \u67e5\u770b\u65e5\u5fd7<\/span>
      \njournalctl -u trading -f<\/p>\n

      \n

      \u516d\u3001\u76d1\u63a7\u548c\u8fd0\u7ef4<\/h3>\n

      6.1 \u65e5\u5fd7\u67e5\u770b<\/h4>\n

      # \u67e5\u770b\u5b9e\u65f6\u65e5\u5fd7<\/span>
      \ntail<\/span> -f logs\/trade.log<\/p>\n

      # \u67e5\u770b\u6700\u8fd1100\u884c<\/span>
      \ntail<\/span> -100 logs\/trade.log<\/p>\n

      # \u641c\u7d22\u9519\u8bef<\/span>
      \ngrep<\/span> "ERROR"<\/span> logs\/trade.log<\/p>\n

      6.2 \u8fdb\u7a0b\u76d1\u63a7<\/h4>\n

      # \u67e5\u770b\u8fdb\u7a0b<\/span>
      \nps<\/span> aux |<\/span> grep<\/span> python<\/p>\n

      # \u67e5\u770b\u8d44\u6e90\u4f7f\u7528<\/span>
      \nhtop<\/span><\/p>\n

      6.3 \u81ea\u52a8\u91cd\u542f\u811a\u672c<\/h4>\n

      # watchdog.py<\/span>
      \nimport<\/span> subprocess
      \nimport<\/span> time
      \nimport<\/span> os<\/p>\n

      def<\/span> check_process<\/span>(<\/span>process_name)<\/span>:<\/span>
      \n """\u68c0\u67e5\u8fdb\u7a0b\u662f\u5426\u8fd0\u884c"""<\/span>
      \n result =<\/span> subprocess.<\/span>run(<\/span>[<\/span>'pgrep'<\/span>,<\/span> '-f'<\/span>,<\/span> process_name]<\/span>,<\/span>
      \n capture_output=<\/span>True<\/span>,<\/span> text=<\/span>True<\/span>)<\/span>
      \n return<\/span> result.<\/span>returncode ==<\/span> 0<\/span><\/p>\n

      def<\/span> start_process<\/span>(<\/span>)<\/span>:<\/span>
      \n """\u542f\u52a8\u7b56\u7565"""<\/span>
      \n os.<\/span>system(<\/span>'systemctl start trading'<\/span>)<\/span><\/p>\n

      def<\/span> main<\/span>(<\/span>)<\/span>:<\/span>
      \n while<\/span> True<\/span>:<\/span>
      \n if<\/span> not<\/span> check_process(<\/span>'main.py'<\/span>)<\/span>:<\/span>
      \n print<\/span>(<\/span>"\u7b56\u7565\u672a\u8fd0\u884c，\u6b63\u5728\u91cd\u542f…"<\/span>)<\/span>
      \n start_process(<\/span>)<\/span>
      \n time.<\/span>sleep(<\/span>60<\/span>)<\/span> # \u6bcf\u5206\u949f\u68c0\u67e5\u4e00\u6b21<\/span><\/p>\n

      if<\/span> __name__ ==<\/span> '__main__'<\/span>:<\/span>
      \n main(<\/span>)<\/span><\/p>\n

      \n

      \u4e03\u3001\u5b89\u5168\u914d\u7f6e<\/h3>\n

      7.1 \u9632\u706b\u5899<\/h4>\n

      # \u53ea\u5f00\u653e\u5fc5\u8981\u7aef\u53e3<\/span>
      \nsudo<\/span> ufw allow ssh<\/span>
      \nsudo<\/span> ufw enable<\/span><\/p>\n

      7.2 SSH\u5b89\u5168<\/h4>\n

      # \u4fee\u6539SSH\u7aef\u53e3<\/span>
      \nsudo<\/span> vim<\/span> \/etc\/ssh\/sshd_config
      \n# Port 22222<\/span><\/p>\n

      # \u7981\u7528\u5bc6\u7801\u767b\u5f55（\u4f7f\u7528\u5bc6\u94a5）<\/span>
      \n# PasswordAuthentication no<\/span><\/p>\n

      sudo<\/span> systemctl restart sshd<\/p>\n

      7.3 \u5b9a\u671f\u5907\u4efd<\/h4>\n

      # \u5907\u4efd\u811a\u672c<\/span>
      \n#!\/bin\/bash<\/span>
      \nDATE<\/span>=<\/span>$(<\/span>date<\/span> +%Y%m%d)<\/span><\/span>
      \ntar<\/span> -czf \/backup\/trading_$DATE<\/span>.tar.gz \/home\/trader\/trading\/<\/p>\n

      # \u6dfb\u52a0\u5230crontab<\/span>
      \n# 0 3 * * * \/home\/trader\/backup.sh<\/span><\/p>\n

      \n

      \u516b\u3001\u6211\u7684\u670d\u52a1\u5668\u914d\u7f6e<\/h3>\n\n\u914d\u7f6e\u9879\u9009\u62e9<\/tr>\n\n\n\n\n\n\n\n\n
      \u4e91\u670d\u52a1\u5546<\/td>\n\u963f\u91cc\u4e91<\/td>\n<\/tr>\n
      \u5730\u57df<\/td>\n\u4e0a\u6d77<\/td>\n<\/tr>\n
      \u914d\u7f6e<\/td>\n2\u68384G<\/td>\n<\/tr>\n
      \u5e26\u5bbd<\/td>\n5Mbps<\/td>\n<\/tr>\n
      \u7cfb\u7edf<\/td>\nUbuntu 22.04<\/td>\n<\/tr>\n
      Python<\/td>\n3.10<\/td>\n<\/tr>\n
      \u91cf\u5316\u6846\u67b6<\/td>\nTqSdk<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u9009\u62e9TqSdk\u7684\u539f\u56e0：<\/p>\n

        \n
      • \u5b89\u88c5\u7b80\u5355，pip\u4e00\u952e\u5b89\u88c5<\/li>\n
      • \u6570\u636e\u5185\u7f6e，\u4e0d\u9700\u8981\u989d\u5916\u914d\u7f6e\u6570\u636e\u6e90<\/li>\n
      • \u56de\u6d4b\u548c\u5b9e\u76d8\u4ee3\u7801\u4e00\u81f4，\u90e8\u7f72\u65b9\u4fbf<\/li>\n<\/ul>\n
        \n

        \u4e5d\u3001\u5e38\u89c1\u95ee\u9898<\/h3>\n

        Q1：\u670d\u52a1\u5668\u8fde\u63a5\u4e0d\u4e0a\u671f\u8d27\u516c\u53f8？<\/h4>\n

        \u68c0\u67e5：<\/p>\n

      • \u7f51\u7edc\u662f\u5426\u901a\u7545<\/li>\n
      • \u671f\u8d27\u516c\u53f8\u670d\u52a1\u5668\u5730\u5740\u662f\u5426\u6b63\u786e<\/li>\n
      • \u662f\u5426\u5728\u4ea4\u6613\u65f6\u95f4<\/li>\n

        Q2：\u7b56\u7565\u8fd0\u884c\u4e00\u6bb5\u65f6\u95f4\u540e\u65ad\u5f00？<\/h4>\n

        \u53ef\u80fd\u539f\u56e0：<\/p>\n

      • \u5185\u5b58\u4e0d\u8db3<\/li>\n
      • \u7f51\u7edc\u6ce2\u52a8<\/li>\n
      • \u7a0b\u5e8f\u5f02\u5e38<\/li>\n

        \u89e3\u51b3：\u6dfb\u52a0\u91cd\u8fde\u673a\u5236\u548c\u5f02\u5e38\u5904\u7406\u3002<\/p>\n

        Q3：\u5982\u4f55\u67e5\u770b\u7b56\u7565\u8fd0\u884c\u72b6\u6001？<\/h4>\n

        # \u67e5\u770b\u670d\u52a1\u72b6\u6001<\/span>
        \nsystemctl status trading<\/p>\n

        # \u67e5\u770b\u65e5\u5fd7<\/span>
        \njournalctl -u trading -f<\/p>\n

        \n

        \u5341\u3001\u603b\u7ed3<\/h3>\n

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        \n

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