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飞桨大语言模型推理部署工具包
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飞桨大语言模型推理部署工具包
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安装
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英伟达 GPU
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</a>
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昆仑芯 XPU
|
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</a>
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||
|
||
<li class="md-nav__item">
|
||
<a href="../get_started/installation/intel_gaudi/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
英特尔 Gaudi
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../get_started/installation/hygon_dcu/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
海光 DCU
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../get_started/installation/Enflame_gcu/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
燧原 S60
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../get_started/installation/iluvatar_gpu/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
天数 CoreX
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../get_started/installation/metax_gpu/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
沐曦 C550
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../get_started/quick_start/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
ERNIE-4.5-0.3B快速部署
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../get_started/quick_start_vl/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
ERNIE-4.5-VL-28B-A3B快速部署
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../get_started/ernie-4.5/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
ERNIE-4.5-300B-A47B
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../get_started/ernie-4.5-vl/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
ERNIE-4.5-VL-424B-A47B
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../get_started/quick_start_qwen/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Qwen3-0.6b快速部署
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../get_started/quick_start_qwen25_vl/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Qwen2.5-VL系列快速部署
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item md-nav__item--nested">
|
||
|
||
|
||
|
||
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
|
||
|
||
|
||
<label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="0">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
在线服务
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
<span class="md-nav__icon md-icon"></span>
|
||
</label>
|
||
|
||
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
|
||
<label class="md-nav__title" for="__nav_3">
|
||
<span class="md-nav__icon md-icon"></span>
|
||
|
||
|
||
在线服务
|
||
|
||
|
||
</label>
|
||
<ul class="md-nav__list" data-md-scrollfix>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../online_serving/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
兼容 OpenAI 协议的服务化部署
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../online_serving/metrics/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
监控Metrics
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../online_serving/scheduler/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
调度器
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../online_serving/graceful_shutdown_service/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
服务优雅关闭
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../offline_inference/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
离线推理
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item md-nav__item--nested">
|
||
|
||
|
||
|
||
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5" >
|
||
|
||
|
||
<label class="md-nav__link" for="__nav_5" id="__nav_5_label" tabindex="0">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Best Practices
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
<span class="md-nav__icon md-icon"></span>
|
||
</label>
|
||
|
||
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_5_label" aria-expanded="false">
|
||
<label class="md-nav__title" for="__nav_5">
|
||
<span class="md-nav__icon md-icon"></span>
|
||
|
||
|
||
Best Practices
|
||
|
||
|
||
</label>
|
||
<ul class="md-nav__list" data-md-scrollfix>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../best_practices/ERNIE-4.5-0.3B-Paddle/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
ERNIE-4.5-0.3B
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../best_practices/ERNIE-4.5-21B-A3B-Paddle/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
ERNIE-4.5-21B-A3B
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../best_practices/ERNIE-4.5-300B-A47B-Paddle/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
ERNIE-4.5-300B-A47B
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../best_practices/ERNIE-4.5-21B-A3B-Thinking/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
ERNIE-4.5-21B-A3B-Thinking
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../best_practices/ERNIE-4.5-VL-28B-A3B-Paddle/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
ERNIE-4.5-VL-28B-A3B
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../best_practices/ERNIE-4.5-VL-424B-A47B-Paddle/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
ERNIE-4.5-VL-424B-A47B
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../best_practices/PaddleOCR-VL-0.9B/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
PaddleOCR-VL-0.9B
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../best_practices/FAQ/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
常见问题
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item md-nav__item--nested">
|
||
|
||
|
||
|
||
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
|
||
|
||
|
||
<label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
量化
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
<span class="md-nav__icon md-icon"></span>
|
||
</label>
|
||
|
||
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
|
||
<label class="md-nav__title" for="__nav_6">
|
||
<span class="md-nav__icon md-icon"></span>
|
||
|
||
|
||
量化
|
||
|
||
|
||
</label>
|
||
<ul class="md-nav__list" data-md-scrollfix>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../quantization/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
概述
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../quantization/online_quantization/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
在线量化
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../quantization/wint2/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
WINT2量化
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item md-nav__item--nested">
|
||
|
||
|
||
|
||
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
|
||
|
||
|
||
<label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
特性
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
<span class="md-nav__icon md-icon"></span>
|
||
</label>
|
||
|
||
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
|
||
<label class="md-nav__title" for="__nav_7">
|
||
<span class="md-nav__icon md-icon"></span>
|
||
|
||
|
||
特性
|
||
|
||
|
||
</label>
|
||
<ul class="md-nav__list" data-md-scrollfix>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../features/prefix_caching/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
前缀缓存
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../features/disaggregated/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
分离式部署
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../features/chunked_prefill/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
分块预填充
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../features/load_balance/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
负载均衡
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../features/speculative_decoding/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
投机解码
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../features/structured_outputs/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
结构化输出
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../features/reasoning_output/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
思考链内容
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../features/early_stop/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
早停功能
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../features/plugins/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
插件机制
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../features/sampling/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
采样策略
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../features/multi-node_deployment/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
多机部署
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../features/graph_optimization/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
图优化
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../features/data_parallel_service/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
数据并行
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../features/plas_attention/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
PLAS
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../supported_models/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
支持模型列表
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../benchmark/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
基准测试
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item md-nav__item--nested">
|
||
|
||
|
||
|
||
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_10" >
|
||
|
||
|
||
<label class="md-nav__link" for="__nav_10" id="__nav_10_label" tabindex="0">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
用法
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
<span class="md-nav__icon md-icon"></span>
|
||
</label>
|
||
|
||
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_10_label" aria-expanded="false">
|
||
<label class="md-nav__title" for="__nav_10">
|
||
<span class="md-nav__icon md-icon"></span>
|
||
|
||
|
||
用法
|
||
|
||
|
||
</label>
|
||
<ul class="md-nav__list" data-md-scrollfix>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../usage/log/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
日志说明
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../usage/code_overview/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
代码概述
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../usage/environment_variables/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
环境变量
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item md-nav__item--nested">
|
||
|
||
|
||
|
||
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_11" >
|
||
|
||
|
||
<label class="md-nav__link" for="__nav_11" id="__nav_11_label" tabindex="0">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
CLI 使用说明
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
<span class="md-nav__icon md-icon"></span>
|
||
</label>
|
||
|
||
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_11_label" aria-expanded="false">
|
||
<label class="md-nav__title" for="__nav_11">
|
||
<span class="md-nav__icon md-icon"></span>
|
||
|
||
|
||
CLI 使用说明
|
||
|
||
|
||
</label>
|
||
<ul class="md-nav__list" data-md-scrollfix>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../cli/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
概述
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../cli/chat/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Chat命令
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../cli/complete/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Complete命令
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../cli/serve/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Server命令
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../cli/collect-env/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Collect Env命令
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../cli/bench/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Bench命令
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../cli/run-batch/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Run Batch命令
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<li class="md-nav__item">
|
||
<a href="../cli/tokenizer/" class="md-nav__link">
|
||
|
||
|
||
|
||
<span class="md-ellipsis">
|
||
|
||
|
||
Tokenizer命令
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
||
</li>
|
||
|
||
|
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|
||
|
||
</ul>
|
||
</nav>
|
||
|
||
</li>
|
||
|
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|
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|
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|
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<li class="md-nav__item md-nav__item--nested">
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|
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|
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|
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|
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<span class="md-ellipsis">
|
||
|
||
|
||
可观测性
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
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|
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<span class="md-nav__icon md-icon"></span>
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</label>
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<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_12_label" aria-expanded="false">
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<span class="md-nav__icon md-icon"></span>
|
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|
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|
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可观测性
|
||
|
||
|
||
</label>
|
||
<ul class="md-nav__list" data-md-scrollfix>
|
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<a href="trace/" class="md-nav__link">
|
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|
||
|
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|
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<span class="md-ellipsis">
|
||
|
||
|
||
Trace服务
|
||
|
||
|
||
|
||
</span>
|
||
|
||
|
||
|
||
</a>
|
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</li>
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<div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
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<span class="md-nav__icon md-icon"></span>
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目录
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<li class="md-nav__item">
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<a href="#observability-examplesobservability" class="md-nav__link">
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<span class="md-ellipsis">
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|
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Observability 示例配置 (examples/observability)
|
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|
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|
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<nav class="md-nav" aria-label="Observability 示例配置 (examples/observability)">
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<a href="#_1" class="md-nav__link">
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|
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先决条件
|
||
|
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||
</a>
|
||
|
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</li>
|
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|
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<li class="md-nav__item">
|
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<a href="#_2" class="md-nav__link">
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使用方法
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<a href="#_3" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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|
||
整体启动
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
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|
||
<li class="md-nav__item">
|
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<a href="#metrics" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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|
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metrics启动
|
||
|
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</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
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<a href="#trace" class="md-nav__link">
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<span class="md-ellipsis">
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|
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trace启动
|
||
|
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</span>
|
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</a>
|
||
|
||
</li>
|
||
|
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</ul>
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</li>
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<li class="md-nav__item">
|
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<a href="#_4" class="md-nav__link">
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<span class="md-ellipsis">
|
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|
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目录结构与文件说明
|
||
|
||
</span>
|
||
</a>
|
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|
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<nav class="md-nav" aria-label="目录结构与文件说明">
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<ul class="md-nav__list">
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|
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<a href="#_5" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
核心启动文件
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#metrics_1" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
指标 (Metrics) 与监控配置
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#tracing" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
分布式追踪 (Tracing) 配置
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
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</ul>
|
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</nav>
|
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</li>
|
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|
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<li class="md-nav__item">
|
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<a href="#4" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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|
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4. 如何定制
|
||
|
||
</span>
|
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</a>
|
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|
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<nav class="md-nav" aria-label="4. 如何定制">
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||
<a href="#41" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
4.1 修改指标抓取目标
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#42" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
4.2 调整追踪采样率或处理逻辑
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
<li class="md-nav__item">
|
||
<a href="#43-grafana" class="md-nav__link">
|
||
<span class="md-ellipsis">
|
||
|
||
4.3 添加自定义 Grafana 仪表盘
|
||
|
||
</span>
|
||
</a>
|
||
|
||
</li>
|
||
|
||
</ul>
|
||
</nav>
|
||
|
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</li>
|
||
|
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</ul>
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|
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|
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|
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</div>
|
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</div>
|
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|
||
|
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|
||
<div class="md-content" data-md-component="content">
|
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|
||
<article class="md-content__inner md-typeset">
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
<h1>Index</h1>
|
||
|
||
<h2 id="observability-examplesobservability">Observability 示例配置 (<code>examples/observability</code>)</h2>
|
||
<p>该目录提供了一套完整的、基于 Docker Compose 的可观测性（Observability）示例，包括：</p>
|
||
<ul>
|
||
<li>Prometheus：指标收集</li>
|
||
<li>Grafana：指标可视化</li>
|
||
<li>OpenTelemetry Collector：分布式追踪数据接收与处理</li>
|
||
</ul>
|
||
<p>开发者可以使用此示例环境 一键启动本地监控与追踪系统。</p>
|
||
<h3 id="_1">先决条件</h3>
|
||
<p>需要确保提前安装以下组件：</p>
|
||
<ul>
|
||
<li>Docker</li>
|
||
<li>Docker Compose（或新版 Docker CLI 支持 <code>docker compose</code>）</li>
|
||
</ul>
|
||
<h3 id="_2">使用方法</h3>
|
||
<h4 id="_3">整体启动</h4>
|
||
<p>进入目录：</p>
|
||
<pre><code class="language-shell">cd examples/observability
|
||
</code></pre>
|
||
<p>在 <code>examples/observability</code> 目录下执行以下命令即可启动完整的监控和追踪服务：</p>
|
||
<pre><code class="language-bash">docker compose -f docker-compose.yaml up -d
|
||
</code></pre>
|
||
<p>启动完成后可访问：</p>
|
||
<ul>
|
||
<li>Prometheus 访问: http://localhost:9090</li>
|
||
<li>Grafana 访问: http://localhost:3000</li>
|
||
<li>OTLP 接收端: 应用程序应将 Traces 发送到 OTel Collector 的默认端口（通常是 <code>4317</code> 或 <code>4318</code>）。</li>
|
||
<li>grpc: 4317端口</li>
|
||
<li>http: 4318端口</li>
|
||
<li>Jeager 访问：http://localhost:16886</li>
|
||
</ul>
|
||
<p>【注意事项】：</p>
|
||
<ul>
|
||
<li>
|
||
<p>Prometheus的抓取地址换成自己的地址</p>
|
||
</li>
|
||
<li>
|
||
<p>Grafana的展示端口映射成自己可以访问的端口</p>
|
||
</li>
|
||
<li>
|
||
<p>Jaeger的展示端口映射成自己可以访问的端口</p>
|
||
</li>
|
||
<li>
|
||
<p>如果启动了整体服务就不需要再单独去启动子服务了</p>
|
||
</li>
|
||
</ul>
|
||
<h4 id="metrics">metrics启动</h4>
|
||
<p>进入目录：</p>
|
||
<pre><code class="language-shell">cd examples/observability/metrics
|
||
</code></pre>
|
||
<p>在 <code>examples/observability</code> 目录下执行以下命令即可启动完整的监控和追踪服务：</p>
|
||
<pre><code class="language-bash">docker compose -f prometheus_compose.yaml up -d
|
||
</code></pre>
|
||
<p>启动完成后可访问：</p>
|
||
<ul>
|
||
<li>Grafana 访问: http://localhost:3000</li>
|
||
</ul>
|
||
<h4 id="trace">trace启动</h4>
|
||
<p>进入目录：</p>
|
||
<pre><code class="language-shell">cd examples/observability/tracing
|
||
</code></pre>
|
||
<p>在 <code>examples/observability</code> 目录下执行以下命令即可启动完整的监控和追踪服务：</p>
|
||
<pre><code class="language-bash">docker compose -f tracing_compose.yaml up -d
|
||
</code></pre>
|
||
<p>启动完成后可访问：</p>
|
||
<ul>
|
||
<li>OTLP 接收端:应用程序应将 Traces 发送到 OTel Collector 的默认端口（通常是 <code>4317</code> 或 <code>4318</code>）。</li>
|
||
<li>grpc: 4317端口</li>
|
||
<li>http: 4318端口</li>
|
||
<li>Jeager 访问：http://localhost:16886</li>
|
||
</ul>
|
||
<h3 id="_4">目录结构与文件说明</h3>
|
||
<h4 id="_5">核心启动文件</h4>
|
||
<table>
|
||
<thead>
|
||
<tr>
|
||
<th>文件名</th>
|
||
<th>作用</th>
|
||
<th>详情</th>
|
||
</tr>
|
||
</thead>
|
||
<tbody>
|
||
<tr>
|
||
<td>docker-compose.yaml</td>
|
||
<td>主启动文件</td>
|
||
<td>定义并启动完整的可观测性组件（Prometheus、Grafana、OTel Collector、Jaeger）。这是启动整个 Observability 环境的唯一入口。</td>
|
||
</tr>
|
||
</tbody>
|
||
</table>
|
||
<h4 id="metrics_1">指标 (Metrics) 与监控配置</h4>
|
||
<table>
|
||
<thead>
|
||
<tr>
|
||
<th>文件/目录</th>
|
||
<th>作用</th>
|
||
<th>详情</th>
|
||
</tr>
|
||
</thead>
|
||
<tbody>
|
||
<tr>
|
||
<td>metrics</td>
|
||
<td>指标配置根目录</td>
|
||
<td>包含所有与指标收集和 Prometheus 相关的配置。</td>
|
||
</tr>
|
||
<tr>
|
||
<td>prometheus.yaml</td>
|
||
<td>Prometheus 主配置</td>
|
||
<td>定义抓取目标（scrape targets）、全局采集参数，并可选地配置记录规则（recording rules）。所有监控端点都在此定义。</td>
|
||
</tr>
|
||
<tr>
|
||
<td>prometheus_compose.yaml</td>
|
||
<td>Prometheus Docker 配置</td>
|
||
<td>定义 Prometheus 容器、卷挂载和网络设置。</td>
|
||
</tr>
|
||
<tr>
|
||
<td>grafana/datasources/datasource.yaml</td>
|
||
<td>数据源配置</td>
|
||
<td>定义 Grafana 连接 Prometheus 的方式。</td>
|
||
</tr>
|
||
<tr>
|
||
<td>grafana/dashboards/config/dashboard.yaml</td>
|
||
<td>仪表板加载配置</td>
|
||
<td>指定仪表板 JSON 文件所在路径。</td>
|
||
</tr>
|
||
<tr>
|
||
<td>grafana/dashboards/json/fastdeploy-dashboard.json</td>
|
||
<td>仪表板</td>
|
||
<td>包含 <code>fastdeploy</code>监控指标的可视化布局与查询定义。</td>
|
||
</tr>
|
||
</tbody>
|
||
</table>
|
||
<h4 id="tracing">分布式追踪 (Tracing) 配置</h4>
|
||
<table>
|
||
<thead>
|
||
<tr>
|
||
<th>文件/目录</th>
|
||
<th>作用</th>
|
||
<th>详情</th>
|
||
</tr>
|
||
</thead>
|
||
<tbody>
|
||
<tr>
|
||
<td>tracing</td>
|
||
<td>追踪配置根目录</td>
|
||
<td>包含所有与分布式追踪相关的配置。</td>
|
||
</tr>
|
||
<tr>
|
||
<td>opentelemetry.yaml</td>
|
||
<td>OTel Collector 配置</td>
|
||
<td>定义 Collector 的数据管道：<br />• receivers：接收 OTLP 数据（traces, metrics, logs）<br />• processors：处理与批次化数据<br />• exporters：将数据导出到追踪后端（如 Jaeger）或文件<br />• extensions：健康检查、pprof 和 zpages<br />• pipelines：定义 traces、metrics 和 logs 的完整处理流程</td>
|
||
</tr>
|
||
<tr>
|
||
<td>tracing_compose.yaml</td>
|
||
<td>Tracing Docker 配置</td>
|
||
<td>定义 OTel Collector 和 Jaeger 的容器配置。</td>
|
||
</tr>
|
||
</tbody>
|
||
</table>
|
||
<h3 id="4">4. 如何定制</h3>
|
||
<h4 id="41">4.1 修改指标抓取目标</h4>
|
||
<p>若应用程序端口、路径更改，请编辑：</p>
|
||
<pre><code class="language-plain">metrics/prometheus.yaml
|
||
</code></pre>
|
||
<h4 id="42">4.2 调整追踪采样率或处理逻辑</h4>
|
||
<p>编辑：</p>
|
||
<pre><code class="language-plain">tracing/opentelemetry.yaml
|
||
</code></pre>
|
||
<h4 id="43-grafana">4.3 添加自定义 Grafana 仪表盘</h4>
|
||
<ol>
|
||
<li>新增 JSON 仪表盘至：</li>
|
||
</ol>
|
||
<pre><code class="language-plain">grafana/dashboards/json/
|
||
</code></pre>
|
||
<ol>
|
||
<li>在下方文件中注册该仪表盘，使 Grafana 自动加载：</li>
|
||
</ol>
|
||
<pre><code class="language-plain">grafana/dashboards/config/dashboard.yaml
|
||
</code></pre>
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
|
||
</article>
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