{"id":46138,"date":"2025-07-30T02:32:43","date_gmt":"2025-07-29T18:32:43","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/46138.html"},"modified":"2025-07-30T02:32:43","modified_gmt":"2025-07-29T18:32:43","slug":"%e5%9f%ba%e4%ba%8e%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%89%93%e9%80%a0%e6%95%85%e9%9a%9c%e9%a2%84%e8%ad%a6%e6%9c%8d%e5%8a%a1%e5%99%a8%e5%b7%a1%e6%a3%80%e6%9c%ba%e5%99%a8%e4%ba%ba","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/46138.html","title":{"rendered":"\u57fa\u4e8e\u5927\u6a21\u578b\u6253\u9020\u6545\u969c\u9884\u8b66\u670d\u52a1\u5668\u5de1\u68c0\u673a\u5668\u4eba"},"content":{"rendered":"

\u4e00\u3001\u9879\u76ee\u80cc\u666f\u4e0e\u67b6\u6784\u8bbe\u8ba1<\/h3>\n

\u5728\u5927\u89c4\u6a21\u670d\u52a1\u5668\u96c6\u7fa4\u7ba1\u7406\u4e2d，\u5e26\u5916\u76d1\u63a7（Out-of-Band Management）\u662f\u4fdd\u969c\u7cfb\u7edf\u7a33\u5b9a\u6027\u7684\u5173\u952e\u3002\u672c\u6587\u4ecb\u7ecd\u7684\u667a\u80fd\u76d1\u63a7\u5de5\u5177\u57fa\u4e8ePython\u5f00\u53d1，\u901a\u8fc7IPMI\u534f\u8bae\u5b9e\u73b0\u5bf9\u670d\u52a1\u5668\u786c\u4ef6\u72b6\u6001\u7684\u5b9e\u65f6\u76d1\u63a7，\u7ed3\u5408\u672c\u5730\u8d44\u6e90\u76d1\u63a7\u3001\u667a\u80fd\u5206\u6790\u4e0e\u6301\u4e45\u5316\u5b58\u50a8，\u6784\u5efa\u4e86\u4e00\u5957\u5b8c\u6574\u7684\u670d\u52a1\u5668\u5065\u5eb7\u5ea6\u7ba1\u7406\u4f53\u7cfb\u3002<\/p>\n

\u6838\u5fc3\u67b6\u6784\u7279\u70b9：<\/p>\n

  • \u6a21\u5757\u5316\u8bbe\u8ba1：\u914d\u7f6e\u7ba1\u7406\u3001IPMI\u901a\u4fe1\u3001\u6570\u636e\u5904\u7406\u3001AI\u5206\u6790\u7b49\u6a21\u5757\u89e3\u8026<\/li>\n
  • \u591a\u7ebf\u7a0b\u5e76\u53d1：\u901a\u8fc7ThreadPoolExecutor\u5b9e\u73b0\u591a\u670d\u52a1\u5668\u5e76\u884c\u76d1\u63a7<\/li>\n
  • \u667a\u80fd\u51b3\u7b56：\u96c6\u6210AI\u5206\u6790\u5f15\u64ce\u751f\u6210\u8fd0\u7ef4\u5efa\u8bae\u62a5\u544a<\/li>\n
  • \u6570\u636e\u6301\u4e45\u5316：\u4f7f\u7528SQLite\u5b58\u50a8\u5386\u53f2\u76d1\u63a7\u6570\u636e<\/li>\n
  • \u5f39\u6027\u6269\u5c55：\u652f\u6301\u52a8\u6001\u6dfb\u52a0\u670d\u52a1\u5668\u914d\u7f6e
    \n(\u5b8c\u6574\u9879\u76eehttps:\/\/gitcode.com\/qq_57427196\/ai，\u8fd0\u884cfenxi.py\u5373\u53ef)
    \n\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"<\/li>\n

    \u4e8c\u3001\u6838\u5fc3\u529f\u80fd\u5b9e\u73b0\u89e3\u6790<\/h3>\n

    1. IPMI\u901a\u4fe1\u5f15\u64ce<\/h4>\n

    def<\/span> connect_ipmi<\/span>(<\/span>self,<\/span> server_config)<\/span>:<\/span>
    \n """\u667a\u80fdIPMI\u8fde\u63a5\u7ba1\u7406"""<\/span>
    \n for<\/span> i in<\/span> range<\/span>(<\/span>self.<\/span>config[<\/span>'max_retries'<\/span>]<\/span>)<\/span>:<\/span>
    \n try<\/span>:<\/span>
    \n conn =<\/span> command.<\/span>Command(<\/span>
    \n bmc=<\/span>server_config[<\/span>'bmc_ip'<\/span>]<\/span>,<\/span>
    \n userid=<\/span>server_config[<\/span>'username'<\/span>]<\/span>,<\/span>
    \n password=<\/span>server_config[<\/span>'password'<\/span>]<\/span>,<\/span>
    \n timeout=<\/span>30<\/span>
    \n )<\/span>
    \n return<\/span> conn if<\/span> conn.<\/span>get_power(<\/span>)<\/span> else<\/span> None<\/span>
    \n except<\/span> Exception as<\/span> e:<\/span>
    \n time.<\/span>sleep(<\/span>5<\/span>)<\/span> # \u6307\u6570\u9000\u907f\u91cd\u8bd5\u673a\u5236<\/span><\/p>\n

      \n
    • \u8fde\u63a5\u6c60\u7ba1\u7406：\u7ef4\u62a4\u5df2\u5efa\u7acb\u7684IPMI\u8fde\u63a5，\u907f\u514d\u9891\u7e41\u91cd\u5efa<\/li>\n
    • \u81ea\u9002\u5e94\u8d85\u65f6：\u6839\u636e\u7f51\u7edc\u72b6\u51b5\u81ea\u52a8\u8c03\u6574\u8d85\u65f6\u91cd\u8bd5\u7b56\u7565<\/li>\n
    • \u5f02\u5e38\u5904\u7406：\u6355\u83b7\u5e76\u8bb0\u5f55\u901a\u4fe1\u8fc7\u7a0b\u4e2d\u7684\u5404\u7c7b\u7f51\u7edc\u5f02\u5e38<\/li>\n<\/ul>\n

      2. \u786c\u4ef6\u72b6\u6001\u91c7\u96c6<\/h4>\n

      def<\/span> check_ipmi_data<\/span>(<\/span>self,<\/span> server_config)<\/span>:<\/span>
      \n """\u591a\u7ef4\u5ea6\u786c\u4ef6\u6307\u6807\u91c7\u96c6"""<\/span>
      \n sensor_data =<\/span> list<\/span>(<\/span>conn.<\/span>get_sensor_data(<\/span>)<\/span>)<\/span>
      \n for<\/span> sensor in<\/span> sensor_
      \n if<\/span> 'temp'<\/span> in<\/span> sensor.<\/span>name:<\/span>
      \n results[<\/span>'temps'<\/span>]<\/span>.<\/span>append(<\/span>{<\/span>
      \n 'name'<\/span>:<\/span> sensor.<\/span>name,<\/span>
      \n 'value'<\/span>:<\/span> float<\/span>(<\/span>sensor.<\/span>value)<\/span>,<\/span>
      \n 'status'<\/span>:<\/span> self.<\/span>get_temp_status(<\/span>sensor.<\/span>value)<\/span>
      \n }<\/span>)<\/span><\/p>\n

      \u76d1\u63a7\u7ef4\u5ea6：<\/p>\n

        \n
      • \u7535\u6e90\u72b6\u6001\u68c0\u6d4b<\/li>\n
      • \u6e29\u5ea6\u4f20\u611f\u5668\u9635\u5217（CPU\/\u5185\u5b58\/\u786c\u76d8）<\/li>\n
      • \u98ce\u6247\u8f6c\u901f\u76d1\u63a7<\/li>\n
      • \u7535\u538b\u68c0\u6d4b（\u65b0\u589e\u652f\u6301VDD\/VCC\u7b49\u6307\u6807）<\/li>\n
      • \u786c\u4ef6\u544a\u8b66\u4e8b\u4ef6\u6355\u83b7<\/li>\n<\/ul>\n

        3. \u667a\u80fd\u544a\u8b66\u7cfb\u7edf<\/h4>\n

        def<\/span> get_temp_status<\/span>(<\/span>self,<\/span> temp)<\/span>:<\/span>
        \n thresholds =<\/span> self.<\/span>config.<\/span>get(<\/span>'temp_thresholds'<\/span>)<\/span>
        \n if<\/span> temp >=<\/span> thresholds[<\/span>'critical'<\/span>]<\/span>:<\/span>
        \n return<\/span> 'CRITICAL'<\/span>
        \n elif<\/span> temp >=<\/span> thresholds[<\/span>'warning'<\/span>]<\/span>:<\/span>
        \n return<\/span> 'WARNING'<\/span><\/p>\n

          \n
        • \u52a8\u6001\u9608\u503c：\u652f\u6301\u914d\u7f6e\u8b66\u544a\/\u4e25\u91cd\u9608\u503c<\/li>\n
        • \u591a\u7ea7\u544a\u8b66：\u533a\u5206\u8b66\u544a（Warning）\u548c\u4e25\u91cd（Critical）\u7ea7\u522b<\/li>\n
        • \u81ea\u6108\u68c0\u6d4b：\u81ea\u52a8\u8bc6\u522b\u77ed\u6682\u6ce2\u52a8\u4e0e\u6301\u7eed\u5f02\u5e38<\/li>\n<\/ul>\n

          \u4e09\u3001\u7cfb\u7edf\u589e\u5f3a\u7279\u6027<\/h3>\n

          1. \u672c\u5730\u8d44\u6e90\u76d1\u63a7<\/h4>\n

          def<\/span> check_local_resources<\/span>(<\/span>self)<\/span>:<\/span>
          \n """\u878d\u5408\u672c\u5730\u7cfb\u7edf\u8d44\u6e90\u76d1\u63a7"""<\/span>
          \n return<\/span> {<\/span>
          \n 'cpu'<\/span>:<\/span> {<\/span>'usage'<\/span>:<\/span> psutil.<\/span>cpu_percent(<\/span>1<\/span>)<\/span>}<\/span>,<\/span>
          \n 'memory'<\/span>:<\/span> dict<\/span>(<\/span>psutil.<\/span>virtual_memory(<\/span>)<\/span>.<\/span>_asdict(<\/span>)<\/span>)<\/span>,<\/span>
          \n 'disk'<\/span>:<\/span> dict<\/span>(<\/span>psutil.<\/span>disk_usage(<\/span>'\/'<\/span>)<\/span>.<\/span>_asdict(<\/span>)<\/span>)<\/span>
          \n }<\/span><\/p>\n

          \u521b\u65b0\u6027\u5730\u5c06\u5e26\u5916\u76d1\u63a7\u4e0e\u5e26\u5185\u76d1\u63a7\u7ed3\u5408，\u540c\u65f6\u76d1\u6d4b：<\/p>\n

            \n
          • CPU\u4f7f\u7528\u7387<\/li>\n
          • \u5185\u5b58\u5360\u7528<\/li>\n
          • \u78c1\u76d8I\/O\u72b6\u6001<\/li>\n<\/ul>\n

            2. AI\u667a\u80fd\u5206\u6790<\/h4>\n

            def<\/span> _trigger_ai_analysis<\/span>(<\/span>self,<\/span> sensor_data)<\/span>:<\/span>
            \n """\u5f02\u6b65\u89e6\u53d1AI\u5206\u6790"""<\/span>
            \n self.<\/span>ai_engine.<\/span>generate_report(<\/span>
            \n sensor_data=<\/span>sensor_data,<\/span>
            \n callback=<\/span>self.<\/span>_analysis_callback
            \n )<\/span><\/p>\n

            \u901a\u8fc7OpenAI\u63a5\u53e3\u5b9e\u73b0：<\/p>\n

              \n
            • \u5f02\u5e38\u6a21\u5f0f\u8bc6\u522b<\/li>\n
            • \u6545\u969c\u9884\u6d4b<\/li>\n
            • \u7ef4\u62a4\u5efa\u8bae\u751f\u6210<\/li>\n
            • \u8d8b\u52bf\u53ef\u89c6\u5316\u5206\u6790<\/li>\n<\/ul>\n

              3. \u6570\u636e\u6301\u4e45\u5316\u65b9\u6848<\/h4>\n

              class<\/span> DatabaseManager<\/span>:<\/span>
              \n def<\/span> __init__<\/span>(<\/span>self)<\/span>:<\/span>
              \n self.<\/span>conn =<\/span> sqlite3.<\/span>connect(<\/span>'server_monitor.db'<\/span>)<\/span>
              \n self.<\/span>_init_tables(<\/span>)<\/span> # \u521d\u59cb\u5316\u6570\u636e\u8868<\/span><\/p>\n

              def<\/span> save_status<\/span>(<\/span>self,<\/span> results)<\/span>:<\/span>
              \n """\u5b58\u50a8\u76d1\u63a7\u6570\u636e\u5230SQLite"""<\/span>
              \n self.<\/span>conn.<\/span>execute(<\/span>"""
              \n INSERT INTO server_status VALUES (
              \n ?, ?, ?, ?, ?, ?, ?, ?
              \n )
              \n """<\/span>,<\/span> data_tuple)<\/span><\/p>\n

              \u8bbe\u8ba1\u4e13\u7528\u6570\u636e\u8868\u7ed3\u6784：<\/p>\n

              CREATE<\/span> TABLE<\/span> server_status (<\/span>
              \n id INTEGER<\/span> PRIMARY<\/span> KEY<\/span> AUTOINCREMENT,<\/span>
              \n server_name TEXT<\/span>,<\/span>
              \n timestamp<\/span> DATETIME<\/span>,<\/span>
              \n power_state TEXT<\/span>,<\/span>
              \n temp_avg REAL<\/span>,<\/span>
              \n fan_rpm_min INT<\/span>,<\/span>
              \n cpu_usage REAL<\/span>,<\/span>
              \n memory_usage REAL<\/span>
              \n)<\/span><\/p>\n

              \u56db\u3001\u8fd0\u7ef4\u5b9e\u8df5\u6307\u5357<\/h3>\n

              1. \u5feb\u901f\u90e8\u7f72<\/h4>\n

              # \u521d\u59cb\u5316\u914d\u7f6e\u6587\u4ef6<\/span>
              \npython monitor.py –add
              \n# \u542f\u52a8\u5b9e\u65f6\u76d1\u63a7<\/span>
              \npython monitor.py –server server1 –single<\/p>\n

              2. \u914d\u7f6e\u7ba1\u7406<\/h4>\n

              {<\/span>
              \n "servers"<\/span>:<\/span> [<\/span>{<\/span>
              \n "name"<\/span>:<\/span> "compute-node-01"<\/span>,<\/span>
              \n "bmc_ip"<\/span>:<\/span> "192.168.1.100"<\/span>,<\/span>
              \n "monitor_interval"<\/span>:<\/span> 30<\/span>
              \n }<\/span>]<\/span>,<\/span>
              \n "temp_thresholds"<\/span>:<\/span> {<\/span>
              \n "warning"<\/span>:<\/span> 65<\/span>,<\/span>
              \n "critical"<\/span>:<\/span> 80<\/span>
              \n }<\/span>
              \n}<\/span><\/p>\n

              3. \u76d1\u63a7\u89c6\u56fe<\/h4>\n

              \u670d\u52a1\u5668: DB_Server
              \n\u7535\u6e90\u72b6\u6001: ON
              \n\u6e29\u5ea6\u4f20\u611f\u5668:
              \n CPU Temp: 72\u00b0C [WARNING]
              \n HDD Temp: 45\u00b0C [OK]
              \n\u98ce\u6247\u72b6\u6001:
              \n System Fan: 12000 RPM [OK]
              \n\u544a\u8b66\u72b6\u6001:
              \n \u26a0\ufe0f CPU\u6e29\u5ea6\u8fc7\u9ad8\u8b66\u544a<\/p>\n

              \u5b8c\u6574\u4ee3\u7801\u53ef\u5728Gitee\u83b7\u53d6，\u6b22\u8fce\u8d21\u732e\u4f18\u5316\u5efa\u8bae\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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