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id=\"主要功能\">主要功能\u003C\u002Fh2>\u003Cul>\n\u003Cli>\u003Cstrong>火焰图录制\u003C\u002Fstrong>：record 命令生成可交互的 SVG 火焰图\u003C\u002Fli>\n\u003Cli>\u003Cstrong>实时 top\u003C\u002Fstrong>：top 命令实时展示最耗时的函数\u003C\u002Fli>\n\u003Cli>\u003Cstrong>栈转储\u003C\u002Fstrong>：dump 命令输出各线程当前调用栈，排查卡死\u003C\u002Fli>\n\u003Cli>\u003Cstrong>附加式分析\u003C\u002Fstrong>：通过 PID 直接分析运行中的进程\u003C\u002Fli>\n\u003Cli>\u003Cstrong>原生扩展分析\u003C\u002Fstrong>：--native 支持 C\u002FC++、Cython 扩展（部分平台）\u003C\u002Fli>\n\u003Cli>\u003Cstrong>子进程分析\u003C\u002Fstrong>：--subprocesses 一并分析子进程\u003C\u002Fli>\n\u003Cli>\u003Cstrong>GIL 过滤\u003C\u002Fstrong>：可只采样持有 GIL 的线程\u003C\u002Fli>\n\u003Cli>\u003Cstrong>多格式导出\u003C\u002Fstrong>：支持 speedscope 与原始数据格式\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"适用人群\">适用人群\u003C\u002Fh2>\u003Cul>\n\u003Cli>后端开发者\u003C\u002Fli>\n\u003Cli>SRE 与运维工程师\u003C\u002Fli>\n\u003Cli>排查线上性能问题的团队\u003C\u002Fli>\n\u003Cli>数据管道开发者\u003C\u002Fli>\n\u003Cli>Python 服务负责人\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"快速上手\">快速上手\u003C\u002Fh2>\u003Col>\n\u003Cli>安装 py-spy\u003C\u002Fli>\n\u003C\u002Fol>\n\u003Cdiv class=\"code-block\">\u003Cpre>\u003Ccode class=\"hljs language-bash\">pip install py-spy\u003C\u002Fcode>\u003C\u002Fpre>\u003C\u002Fdiv>\u003Col start=\"2\">\n\u003Cli>录制火焰图\u003C\u002Fli>\n\u003C\u002Fol>\n\u003Cdiv class=\"code-block\">\u003Cpre>\u003Ccode class=\"hljs language-bash\">py-spy record -o profile.svg --pid 12345\u003C\u002Fcode>\u003C\u002Fpre>\u003C\u002Fdiv>\u003Col start=\"3\">\n\u003Cli>实时查看热点函数\u003C\u002Fli>\n\u003C\u002Fol>\n\u003Cdiv class=\"code-block\">\u003Cpre>\u003Ccode class=\"hljs language-bash\">py-spy top --pid 12345\u003C\u002Fcode>\u003C\u002Fpre>\u003C\u002Fdiv>\u003Col start=\"4\">\n\u003Cli>程序卡死时转储调用栈\u003C\u002Fli>\n\u003C\u002Fol>\n\u003Cdiv class=\"code-block\">\u003Cpre>\u003Ccode class=\"hljs language-bash\">py-spy dump --pid 12345\u003C\u002Fcode>\u003C\u002Fpre>\u003C\u002Fdiv>\u003Ch2 id=\"核心优势\">核心优势\u003C\u002Fh2>\u003Cul>\n\u003Cli>\u003Cstrong>生产安全\u003C\u002Fstrong>：进程外采样、开销极低，不影响线上服务\u003C\u002Fli>\n\u003Cli>\u003Cstrong>零侵入\u003C\u002Fstrong>：不需要重启或修改被分析程序\u003C\u002Fli>\n\u003Cli>\u003Cstrong>即装即用\u003C\u002Fstrong>：pip、brew 等渠道都有预编译包\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"系统要求\">系统要求\u003C\u002Fh2>\u003Ctable>\n\u003Cthead>\n\u003Ctr>\n\u003Cth>项目\u003C\u002Fth>\n\u003Cth>要求\u003C\u002Fth>\n\u003C\u002Ftr>\n\u003C\u002Fthead>\n\u003Ctbody>\u003Ctr>\n\u003Ctd>操作系统\u003C\u002Ftd>\n\u003Ctd>Linux、macOS、Windows、FreeBSD\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>支持解释器\u003C\u002Ftd>\n\u003Ctd>CPython 2.3-2.7、3.3-3.15\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>权限\u003C\u002Ftd>\n\u003Ctd>附加进程可能需要 root 或调试权限\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003C\u002Ftbody>\u003C\u002Ftable>\n\u003Ch2 id=\"注意事项\">注意事项\u003C\u002Fh2>\u003Cul>\n\u003Cli>\u003Cstrong>平台差异\u003C\u002Fstrong>：--native 原生扩展分析仅在部分平台可用\u003C\u002Fli>\n\u003Cli>\u003Cstrong>符号建议\u003C\u002Fstrong>：分析原生扩展时建议带符号编译以获得更好结果\u003C\u002Fli>\n\u003Cli>\u003Cstrong>权限要求\u003C\u002Fstrong>：附加生产进程通常需要相应系统权限\u003C\u002Fli>\n\u003C\u002Ful>\n",1793197825478]