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| <label for=m-zh-cnblog20180712dubbo-e4b88ae4b88be69687e4bfa1e681af-check><a href=/zh-cn/blog/2018/07/12/dubbo-%E4%B8%8A%E4%B8%8B%E6%96%87%E4%BF%A1%E6%81%AF/ class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog20180712dubbo-e4b88ae4b88be69687e4bfa1e681af><span>Dubbo 上下文信息</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-zh-cnblog20180701e7acace4b880e4b8aa-dubbo-filter-li><input type=checkbox id=m-zh-cnblog20180701e7acace4b880e4b8aa-dubbo-filter-check> |
| <label for=m-zh-cnblog20180701e7acace4b880e4b8aa-dubbo-filter-check><a href=/zh-cn/blog/2018/07/01/%E7%AC%AC%E4%B8%80%E4%B8%AA-dubbo-filter/ class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog20180701e7acace4b880e4b8aa-dubbo-filter><span>第一个 Dubbo Filter</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-zh-cnblog20180626e59b9ee5a3b0e6b58be8af95-li><input type=checkbox id=m-zh-cnblog20180626e59b9ee5a3b0e6b58be8af95-check> |
| <label for=m-zh-cnblog20180626e59b9ee5a3b0e6b58be8af95-check><a href=/zh-cn/blog/2018/06/26/%E5%9B%9E%E5%A3%B0%E6%B5%8B%E8%AF%95/ class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog20180626e59b9ee5a3b0e6b58be8af95><span>回声测试</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-zh-cnblog20180603e4bba5-dubbo-e4b8bae4be8be8818ae8818ae5a682e4bd95e59091e5bc80e6ba90e9a1b9e79baee5819ae8b4a1e78cae-li><input type=checkbox id=m-zh-cnblog20180603e4bba5-dubbo-e4b8bae4be8be8818ae8818ae5a682e4bd95e59091e5bc80e6ba90e9a1b9e79baee5819ae8b4a1e78cae-check> |
| <label for=m-zh-cnblog20180603e4bba5-dubbo-e4b8bae4be8be8818ae8818ae5a682e4bd95e59091e5bc80e6ba90e9a1b9e79baee5819ae8b4a1e78cae-check><a href=/zh-cn/blog/2018/06/03/%E4%BB%A5-dubbo-%E4%B8%BA%E4%BE%8B%E8%81%8A%E8%81%8A%E5%A6%82%E4%BD%95%E5%90%91%E5%BC%80%E6%BA%90%E9%A1%B9%E7%9B%AE%E5%81%9A%E8%B4%A1%E7%8C%AE/ class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog20180603e4bba5-dubbo-e4b8bae4be8be8818ae8818ae5a682e4bd95e59091e5bc80e6ba90e9a1b9e79baee5819ae8b4a1e78cae><span>以 Dubbo 为例，聊聊如何向开源项目做贡献</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-zh-cnblog20180521dubbo-e5a496e983a8e58c96e9858de7bdae-li><input type=checkbox id=m-zh-cnblog20180521dubbo-e5a496e983a8e58c96e9858de7bdae-check> |
| <label for=m-zh-cnblog20180521dubbo-e5a496e983a8e58c96e9858de7bdae-check><a href=/zh-cn/blog/2018/05/21/dubbo-%E5%A4%96%E9%83%A8%E5%8C%96%E9%85%8D%E7%BD%AE/ class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog20180521dubbo-e5a496e983a8e58c96e9858de7bdae><span>Dubbo 外部化配置</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-zh-cnblog20180101dubbo-e58d9ae5aea2e69687e6a1a3e4b8ade69687e68e92e78988e68c87e58d97-li><input type=checkbox id=m-zh-cnblog20180101dubbo-e58d9ae5aea2e69687e6a1a3e4b8ade69687e68e92e78988e68c87e58d97-check> |
| <label for=m-zh-cnblog20180101dubbo-e58d9ae5aea2e69687e6a1a3e4b8ade69687e68e92e78988e68c87e58d97-check><a href=/zh-cn/blog/2018/01/01/dubbo-%E5%8D%9A%E5%AE%A2%E6%96%87%E6%A1%A3%E4%B8%AD%E6%96%87%E6%8E%92%E7%89%88%E6%8C%87%E5%8D%97/ class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog20180101dubbo-e58d9ae5aea2e69687e6a1a3e4b8ade69687e68e92e78988e68c87e58d97><span>Dubbo 博客文档中文排版指南</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-zh-cnblogjavacodeanalysis-li><input type=checkbox id=m-zh-cnblogjavacodeanalysis-check> |
| <label for=m-zh-cnblogjavacodeanalysis-check><a href=/zh-cn/blog/java/codeanalysis/ class="align-left pl-0 td-sidebar-link td-sidebar-link__section" id=m-zh-cnblogjavacodeanalysis><span>源码分析</span></a></label><ul class="ul-3 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-zh-cnblogjavacodeanalysismetrics-li><input type=checkbox id=m-zh-cnblogjavacodeanalysismetrics-check> |
| <label for=m-zh-cnblogjavacodeanalysismetrics-check><a href=/zh-cn/blog/java/codeanalysis/metrics/ class="align-left pl-0 td-sidebar-link td-sidebar-link__section" id=m-zh-cnblogjavacodeanalysismetrics><span>dubbo-metrics 指标模块源码浅析</span></a></label><ul class="ul-4 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-zh-cnblog20230428e5bc95e8a880-li><input type=checkbox id=m-zh-cnblog20230428e5bc95e8a880-check> |
| <label for=m-zh-cnblog20230428e5bc95e8a880-check><a href=/zh-cn/blog/2023/04/28/%E5%BC%95%E8%A8%80/ title=引言 class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog20230428e5bc95e8a880><span>0-引言</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-zh-cnblog202304281-e68c87e6a087e6a0b7e69cace79a84e694b6e99b86e4b88ee5ad98e582a8-li><input type=checkbox id=m-zh-cnblog202304281-e68c87e6a087e6a0b7e69cace79a84e694b6e99b86e4b88ee5ad98e582a8-check> |
| <label for=m-zh-cnblog202304281-e68c87e6a087e6a0b7e69cace79a84e694b6e99b86e4b88ee5ad98e582a8-check><a href=/zh-cn/blog/2023/04/28/1-%E6%8C%87%E6%A0%87%E6%A0%B7%E6%9C%AC%E7%9A%84%E6%94%B6%E9%9B%86%E4%B8%8E%E5%AD%98%E5%82%A8/ class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog202304281-e68c87e6a087e6a0b7e69cace79a84e694b6e99b86e4b88ee5ad98e582a8><span>1-指标样本的收集与存储</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-zh-cnblog202304282-e68c87e6a087e694b6e99b86e599a8e79a84e68c87e6a087e98787e99b86e6b581e7a88b-li><input type=checkbox id=m-zh-cnblog202304282-e68c87e6a087e694b6e99b86e599a8e79a84e68c87e6a087e98787e99b86e6b581e7a88b-check> |
| <label for=m-zh-cnblog202304282-e68c87e6a087e694b6e99b86e599a8e79a84e68c87e6a087e98787e99b86e6b581e7a88b-check><a href=/zh-cn/blog/2023/04/28/2-%E6%8C%87%E6%A0%87%E6%94%B6%E9%9B%86%E5%99%A8%E7%9A%84%E6%8C%87%E6%A0%87%E9%87%87%E9%9B%86%E6%B5%81%E7%A8%8B/ class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog202304282-e68c87e6a087e694b6e99b86e599a8e79a84e68c87e6a087e98787e99b86e6b581e7a88b><span>2-指标收集器的指标采集流程</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-zh-cnblog202304283-e68c87e6a087e79b91e590ace6b3a8e5868ce6a2b3e79086-li><input type=checkbox id=m-zh-cnblog202304283-e68c87e6a087e79b91e590ace6b3a8e5868ce6a2b3e79086-check> |
| <label for=m-zh-cnblog202304283-e68c87e6a087e79b91e590ace6b3a8e5868ce6a2b3e79086-check><a href=/zh-cn/blog/2023/04/28/3-%E6%8C%87%E6%A0%87%E7%9B%91%E5%90%AC%E6%B3%A8%E5%86%8C%E6%A2%B3%E7%90%86/ class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog202304283-e68c87e6a087e79b91e590ace6b3a8e5868ce6a2b3e79086><span>3-指标监听注册梳理</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-zh-cnblog202304284-e68c87e6a087e8bdace68da2e4b88ee5afbce587ba-li><input type=checkbox id=m-zh-cnblog202304284-e68c87e6a087e8bdace68da2e4b88ee5afbce587ba-check> |
| <label for=m-zh-cnblog202304284-e68c87e6a087e8bdace68da2e4b88ee5afbce587ba-check><a href=/zh-cn/blog/2023/04/28/4-%E6%8C%87%E6%A0%87%E8%BD%AC%E6%8D%A2%E4%B8%8E%E5%AF%BC%E5%87%BA/ class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog202304284-e68c87e6a087e8bdace68da2e4b88ee5afbce587ba><span>4-指标转换与导出</span></a></label></li></ul></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section with-child" id=m-zh-cnblogjavacodeanalysis308-li><input type=checkbox id=m-zh-cnblogjavacodeanalysis308-check> |
| <label for=m-zh-cnblogjavacodeanalysis308-check><a href=/zh-cn/blog/java/codeanalysis/3.0.8/ title="Dubbo 3.0.8 源码解析" class="align-left pl-0 td-sidebar-link td-sidebar-link__section" id=m-zh-cnblogjavacodeanalysis308><span>Dubbo3 [v3.0.8] 源码解析</span></a></label><ul class="ul-4 foldable"><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-zh-cnblog2022082222-dubbo3e6b688e8b4b9e88085e887aae58aa8e6849fe5ba94e586b3e7ad96e5ba94e794a8e7baa7e69c8de58aa1e58f91e78eb0e58e9fe79086-li><input type=checkbox id=m-zh-cnblog2022082222-dubbo3e6b688e8b4b9e88085e887aae58aa8e6849fe5ba94e586b3e7ad96e5ba94e794a8e7baa7e69c8de58aa1e58f91e78eb0e58e9fe79086-check> |
| <label for=m-zh-cnblog2022082222-dubbo3e6b688e8b4b9e88085e887aae58aa8e6849fe5ba94e586b3e7ad96e5ba94e794a8e7baa7e69c8de58aa1e58f91e78eb0e58e9fe79086-check><a href=/zh-cn/blog/2022/08/22/22-dubbo3%E6%B6%88%E8%B4%B9%E8%80%85%E8%87%AA%E5%8A%A8%E6%84%9F%E5%BA%94%E5%86%B3%E7%AD%96%E5%BA%94%E7%94%A8%E7%BA%A7%E6%9C%8D%E5%8A%A1%E5%8F%91%E7%8E%B0%E5%8E%9F%E7%90%86/ class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog2022082222-dubbo3e6b688e8b4b9e88085e887aae58aa8e6849fe5ba94e586b3e7ad96e5ba94e794a8e7baa7e69c8de58aa1e58f91e78eb0e58e9fe79086><span>22-Dubbo3消费者自动感应决策应用级服务发现原理</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-zh-cnblog2022082121-dubbo3e6b688e8b4b9e88085e5bc95e794a8e69c8de58aa1e585a5e58fa3-li><input type=checkbox id=m-zh-cnblog2022082121-dubbo3e6b688e8b4b9e88085e5bc95e794a8e69c8de58aa1e585a5e58fa3-check> |
| <label for=m-zh-cnblog2022082121-dubbo3e6b688e8b4b9e88085e5bc95e794a8e69c8de58aa1e585a5e58fa3-check><a href=/zh-cn/blog/2022/08/21/21-dubbo3%E6%B6%88%E8%B4%B9%E8%80%85%E5%BC%95%E7%94%A8%E6%9C%8D%E5%8A%A1%E5%85%A5%E5%8F%A3/ class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog2022082121-dubbo3e6b688e8b4b9e88085e5bc95e794a8e69c8de58aa1e585a5e58fa3><span>21-Dubbo3消费者引用服务入口</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-zh-cnblog2022082020-dubbo3e69c8de58aa1e5bc95e794a8e9858de7bdaereferenceconfig-li><input type=checkbox id=m-zh-cnblog2022082020-dubbo3e69c8de58aa1e5bc95e794a8e9858de7bdaereferenceconfig-check> |
| <label for=m-zh-cnblog2022082020-dubbo3e69c8de58aa1e5bc95e794a8e9858de7bdaereferenceconfig-check><a href=/zh-cn/blog/2022/08/20/20-dubbo3%E6%9C%8D%E5%8A%A1%E5%BC%95%E7%94%A8%E9%85%8D%E7%BD%AEreferenceconfig/ class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog2022082020-dubbo3e69c8de58aa1e5bc95e794a8e9858de7bdaereferenceconfig><span>20-Dubbo3服务引用配置ReferenceConfig</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-zh-cnblog2022081919-e9878de696b0e69da5e8bf87e4bb8ee4b880e4b8aae69c8de58aa1e6b688e8b4b9e88085e79a84demoe8afb4e8b5b7-li><input type=checkbox id=m-zh-cnblog2022081919-e9878de696b0e69da5e8bf87e4bb8ee4b880e4b8aae69c8de58aa1e6b688e8b4b9e88085e79a84demoe8afb4e8b5b7-check> |
| <label for=m-zh-cnblog2022081919-e9878de696b0e69da5e8bf87e4bb8ee4b880e4b8aae69c8de58aa1e6b688e8b4b9e88085e79a84demoe8afb4e8b5b7-check><a href=/zh-cn/blog/2022/08/19/19-%E9%87%8D%E6%96%B0%E6%9D%A5%E8%BF%87%E4%BB%8E%E4%B8%80%E4%B8%AA%E6%9C%8D%E5%8A%A1%E6%B6%88%E8%B4%B9%E8%80%85%E7%9A%84demo%E8%AF%B4%E8%B5%B7/ class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog2022081919-e9878de696b0e69da5e8bf87e4bb8ee4b880e4b8aae69c8de58aa1e6b688e8b4b9e88085e79a84demoe8afb4e8b5b7><span>19 重新来过从一个服务消费者的Demo说起</span></a></label></li><li class="td-sidebar-nav__section-title td-sidebar-nav__section without-child" id=m-zh-cnblog2022081818-dubbo3e58583e695b0e68daee69c8de58aa1metadataservicee79a84e5afbce587ba-li><input type=checkbox id=m-zh-cnblog2022081818-dubbo3e58583e695b0e68daee69c8de58aa1metadataservicee79a84e5afbce587ba-check> |
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| <label for=m-zh-cnblog20231007web-e6b58fe8a788e599a8e9a1b5e99da2e4b99fe883bde8aebfe997aedubbogrpce5beaee69c8de58aa1dubbo-js-alphae78988e69cace6ada3e5bc8fe58f91e5b883-check><a href=/zh-cn/blog/2023/10/07/web-%E6%B5%8F%E8%A7%88%E5%99%A8%E9%A1%B5%E9%9D%A2%E4%B9%9F%E8%83%BD%E8%AE%BF%E9%97%AEdubbogrpc%E5%BE%AE%E6%9C%8D%E5%8A%A1dubbo-js-alpha%E7%89%88%E6%9C%AC%E6%AD%A3%E5%BC%8F%E5%8F%91%E5%B8%83/ class="align-left pl-0 td-sidebar-link td-sidebar-link__page" id=m-zh-cnblog20231007web-e6b58fe8a788e599a8e9a1b5e99da2e4b99fe883bde8aebfe997aedubbogrpce5beaee69c8de58aa1dubbo-js-alphae78988e69cace6ada3e5bc8fe58f91e5b883><span>Web 浏览器页面也能访问dubbo、grpc微服务？Dubbo-js alpha版本正式发布</span></a></label></li></ul></li></ul></nav></div></div><main class="col-12 col-md-9 col-xl-8 pl-md-5" role=main><nav aria-label=breadcrumb class=td-breadcrumbs><ol class=breadcrumb><li class=breadcrumb-item><a href=https://cn.dubbo.apache.org/zh-cn/blog/>博客</a></li><li class=breadcrumb-item><a href=https://cn.dubbo.apache.org/zh-cn/blog/news/>社区动态</a></li><li class="breadcrumb-item active" aria-current=page><a href=https://cn.dubbo.apache.org/zh-cn/blog/2023/04/15/%E7%B2%BE%E8%BF%9B%E4%BA%91%E5%8E%9F%E7%94%9F-dubbo-3.2-%E6%AD%A3%E5%BC%8F%E5%8F%91%E5%B8%83/ aria-disabled=true class="btn-link disabled">精进云原生 - Dubbo 3.2 正式发布</a></li></ol></nav><section id=deprecation-warning><div class="content deprecation-warning pageinfo outdated-blog"><p>该文章内容发布已经超过一年，请注意检查文章中内容是否过时。</p></div></section><div class=td-content><h1>精进云原生 - Dubbo 3.2 正式发布</h1><div class=lead>我们非常高兴地宣布，Dubbo 3.2 已经正式发布了！这个版本带来了许多新功能和改进，这也是 Dubbo 在面对云原生化的当下的一次重要的尝试。</div><div class="td-byline mb-4"><time datetime=2023-04-15 class=text-muted>Saturday, April 15, 2023</time></div><header class=article-meta><div class="taxonomy taxonomy-terms-article taxo-tags"><h5 class=taxonomy-title>Tags:</h5><ul class=taxonomy-terms><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/%E6%96%B0%E9%97%BB%E5%8A%A8%E6%80%81/ data-taxonomy-term=%E6%96%B0%E9%97%BB%E5%8A%A8%E6%80%81><span class=taxonomy-label>新闻动态</span></a></li></ul></div></header><h2 id=背景介绍>背景介绍</h2><p>Apache Dubbo 是一款 RPC 服务开发框架，用于解决微服务架构下的服务治理与通信问题，官方提供了 Java、Golang 等多语言 SDK 实现。使用 Dubbo 开发的微服务原生具备相互之间的远程地址发现与通信能力， 利用 Dubbo 提供的丰富服务治理特性，可以实现诸如服务发现、负载均衡、流量调度等服务治理诉求。Dubbo 被设计为高度可扩展，用户可以方便的实现流量拦截、选址的各种定制逻辑。</p><h2 id=rest-协议支持>Rest 协议支持</h2><h3 id=1-why-rest>1. Why Rest？</h3><p>随着移动互联网的普及，越来越多的应用程序需要与不同的系统进行集成。而这些系统可能使用不同的通信协议，这就需要应用程序能够灵活地适应各种协议。Rest 协议正是一种非常灵活的协议，它使用 HTTP 进行通信，可以与几乎任何系统进行集成。</p><p>在过去，RPC框架通常使用二进制协议进行通信，这种协议非常高效，但不够灵活。相比之下，Rest协议使用HTTP进行通信，更方便与其他系统集成，也更容易与现代化的Web和移动应用程序集成。</p><p>除了灵活性，Rest协议还具有易读性和易用性。使用Rest协议，开发人员可以使用通用的HTTP工具（例如cURL或Postman）测试和调试服务，而不需要特定的工具。此外，由于Rest协议使用标准的HTTP方法（例如GET、POST、PUT和DELETE），因此开发人员可以更容易地理解和使用服务。</p><h3 id=2-how-to>2. How To？</h3><p>在之前的 Dubbo 版本中，也提供了 Rest 协议的支持，但存在以下问题：</p><ul><li><p>仅支持 JAX-RS 注解域，相较于采用度更高的 Spring Web 注解，复杂度更高</p></li><li><p>需要依赖众多外部组件，如 Resteasy、tomcat、jetty 等，才能正常工作，极大地增加了使用成本。</p></li></ul><p>因此，在 Dubbo 3.2 版本中，我们引入了 Spring Web 注解域的支持以及 Rest 协议的原生支持，无需依赖任何外部组件。</p><p>最直观的区别是，如果你升级到了 Dubbo 3.2，通过 Spring Web 发布的服务也可以直接通过 Dubbo 来发布。这一切只需要将 @Controller 注解改成 @DubboService 注解即可。</p><p>此外，对于原来使用 Spring Boot 或者 Spring Cloud 作为服务拆分的用户，也可以基于本功能平滑地迁移到 Dubbo 上来，以极低的成本获得 Dubbo 强大的能力。</p><h3 id=3-whats-next>3. What’s next？</h3><p>接下来 Dubbo 还将继续完善。除了现有的特性，我们还将加入以下新的特性，以更好地满足需求：</p><ol><li><p>HTTP/2、HTTP/3 协议的原生支持。这意味着，你可以更加方便地使用 Dubbo 与其他系统进行通信，无需担心协议的兼容性问题。</p></li><li><p>参考 Spring Web 注解，Dubbo 原生提供 Web 注解的支持，使得用户无需依赖 Spring Web 也可以获得与使用 Spring Web 相同的体验。</p></li><li><p>支持现有服务零改造以 Rest 协议发布。这个特性可以让你更加灵活地管理你的服务，而无需对现有的服务进行任何改动。你可以通过 Rest 协议来发布你的服务，这样你的服务就可以更加方便地被其他系统所使用了。</p></li></ol><h2 id=可观测体系>可观测体系</h2><p>在微服务架构下，业务系统由越来越多的服务组成，服务之间互相调用，随之而来的问题是如何快速地定位故障，并及时解决。为了解决这一问题，我们需要更多的工具和技术来确保整个系统的可靠性。其中一个解决方案是使用日志记录和分析，以便可以更好地跟踪应用程序的运行情况，找到潜在的问题并及时解决。另外，使用可视化的监控工具可以帮助我们更好地理解整个系统的状态，从而更好地预测和解决问题。最后，我们还可以使用自动化测试来确保每个服务的质量，以及整个系统的稳定性和可靠性，从而更好地满足客户的需求。</p><p>一套完整的可观测体系应该包括以下功能：</p><ul><li><p>Metrics 指标监控，用于收集和分析各种指标数据，包括系统的性能、资源消耗情况等等。通过指标监控，用户可以及时了解系统的运行情况，发现异常并做出相应的处理。</p></li><li><p>Tracing 分布式追踪，用于跟踪系统中各个服务之间的调用链路，帮助用户发现和定位潜在的性能问题、瓶颈等等。通过分布式追踪，用户可以深入了解系统的运作过程，识别出可能存在的问题并进行有效的优化和调整。</p></li><li><p>Logging 日志管理，用于记录系统中发生的各种事件和操作，包括错误日志、访问日志、事务日志等等。通过日志管理，用户可以了解系统的运行情况、故障信息等等，帮助用户快速定位问题并进行相应的处理。</p></li></ul><p>综上所述，以上三个功能不仅可以帮助用户快速定位故障，提高系统的可靠性和稳定性，还可以帮助用户深入了解系统的运行情况和性能状况，为用户提供全方位的监控和保障。</p><p>在 Dubbo 3.2 版本中，我们主要就 Metrics 和 Tracing 两个方面进行了增强。</p><h3 id=1-metrics>1. Metrics</h3><p>在 Metrics 方面，我们使用 Micrometer 大幅增加了指标的埋点，包括但不限于 QPS、RT、调用总数、成功数、失败数、失败原因统计等核心服务指标。为了更好地监测服务运行状态，Dubbo 还提供了对核心组件状态的监控，例如线程池数量、服务健康状态等。此外，Dubbo 还支持标准 Prometheus 的 Pull 和 Push 模式，并提供了若干个官方原生的 Grafana 面板，实现面向生产的 Metrics 全天候观测。</p><p><img src=/imgs/blog/32-release/Untitled.png alt=img></p><p><img src=/imgs/blog/32-release/Untitled%201.png alt=Untitled></p><p>对于所有的用户，只需要升级到 Dubbo 3.2 版本，并添加 dubbo-spring-boot-observability-starter 依赖即可获得 Metrics 能力。在应用启动后，将在 Dubbo QoS 的 metrics 命令下暴露相关的指标，本地可以通过 <code>http://127.0.0.1:22222/metrics</code> 获取。此外对于使用了 Spring Actuator 的用户，Dubbo 也将默认将这些数据暴露出来。</p><h3 id=tracing>Tracing</h3><p>在 Tracing 方面，我们还基于 Micrometer 实现了请求运行时的埋点跟踪。我们通过 Filter 拦截器原生方式来实现这一功能。我们支持将跟踪数据导出到一些主流实现，例如 Zipkin、Skywalking、Jaeger 等。这样就可以实现全链路跟踪数据的分析和可视化展示。</p><p><img src=/imgs/blog/32-release/Untitled%202.png alt=Untitled></p><h3 id=logging>Logging</h3><p>此外，对于 Logging 方面，Dubbo 从 3.1 版本开始引入了错误码机制，实现了 WARN、ERROR 级别日志的全覆盖。在异常场景下，支持快速索引官网解决文档。</p><h2 id=native-image-原生支持>Native Image 原生支持</h2><p>在Native Image方面，Dubbo从3.2开始将正式基于GraalVM完成对Native Image 的支持，从Dubbo3.0开始，Dubbo已经有一些Native Image支持的探索，但是易用性和支持程度都不太理想，从3.2版本开始，Dubbo将会简化用户接入Native Image的使用方式。主要可以分为三个面：</p><ol><li>编译插件配置升级：从最初的 native-image-maven-plugin 改为 dubbo-maven-plugin +native-maven-plugin，区分了Graalvm官方提供的native image配置与Dubbo所需的native image配置，简化了用户所需要关心的native image配置</li></ol><div class=highlight><pre tabindex=0 style=color:#93a1a1;background-color:#002b36;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-xml data-lang=xml><span style=display:flex><span><span style=color:#268bd2><plugin></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><groupId></span>org.graalvm.nativeimage<span style=color:#268bd2></groupId></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><artifactId></span>native-image-maven-plugin<span style=color:#268bd2></artifactId></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><version></span>21.0.0.2<span style=color:#268bd2></version></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><executions></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><execution></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><goals></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><goal></span>native-image<span style=color:#268bd2></goal></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2></goals></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><phase></span>package<span style=color:#268bd2></phase></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2></execution></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2></executions></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><configuration></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><skip></span>false<span style=color:#268bd2></skip></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><imageName></span>demo-native-provider<span style=color:#268bd2></imageName></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><mainClass></span>org.apache.dubbo.demo.graalvm.provider.Application<span style=color:#268bd2></mainClass></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><buildArgs></span> |
| </span></span><span style=display:flex><span> --no-fallback |
| </span></span><span style=display:flex><span> --initialize-at-build-time=org.slf4j.MDC |
| </span></span><span style=display:flex><span> --initialize-at-build-time=org.slf4j.LoggerFactory |
| </span></span><span style=display:flex><span> --initialize-at-build-time=org.slf4j.impl.StaticLoggerBinder |
| </span></span><span style=display:flex><span> --initialize-at-build-time=org.apache.log4j.helpers.Loader |
| </span></span><span style=display:flex><span> --initialize-at-build-time=org.apache.log4j.Logger |
| </span></span><span style=display:flex><span> --initialize-at-build-time=org.apache.log4j.helpers.LogLog |
| </span></span><span style=display:flex><span> --initialize-at-build-time=org.apache.log4j.LogManager |
| </span></span><span style=display:flex><span> --initialize-at-build-time=org.apache.log4j.spi.LoggingEvent |
| </span></span><span style=display:flex><span> --initialize-at-build-time=org.slf4j.impl.Log4jLoggerFactory |
| </span></span><span style=display:flex><span> --initialize-at-build-time=org.slf4j.impl.Log4jLoggerAdapter |
| </span></span><span style=display:flex><span> --initialize-at-build-time=org.eclipse.collections.api.factory.Sets |
| </span></span><span style=display:flex><span> --initialize-at-run-time=io.netty.channel.epoll.Epoll |
| </span></span><span style=display:flex><span> --initialize-at-run-time=io.netty.channel.epoll.Native |
| </span></span><span style=display:flex><span> --initialize-at-run-time=io.netty.channel.epoll.EpollEventLoop |
| </span></span><span style=display:flex><span> --initialize-at-run-time=io.netty.channel.epoll.EpollEventArray |
| </span></span><span style=display:flex><span> --initialize-at-run-time=io.netty.channel.DefaultFileRegion |
| </span></span><span style=display:flex><span> --initialize-at-run-time=io.netty.channel.kqueue.KQueueEventArray |
| </span></span><span style=display:flex><span> --initialize-at-run-time=io.netty.channel.kqueue.KQueueEventLoop |
| </span></span><span style=display:flex><span> --initialize-at-run-time=io.netty.channel.kqueue.Native |
| </span></span><span style=display:flex><span> --initialize-at-run-time=io.netty.channel.unix.Errors |
| </span></span><span style=display:flex><span> --initialize-at-run-time=io.netty.channel.unix.IovArray |
| </span></span><span style=display:flex><span> --initialize-at-run-time=io.netty.channel.unix.Limits |
| </span></span><span style=display:flex><span> --initialize-at-run-time=io.netty.util.internal.logging.Log4JLogger |
| </span></span><span style=display:flex><span> --initialize-at-run-time=io.netty.channel.unix.Socket |
| </span></span><span style=display:flex><span> --initialize-at-run-time=io.netty.channel.ChannelHandlerMask |
| </span></span><span style=display:flex><span> --report-unsupported-elements-at-runtime |
| </span></span><span style=display:flex><span> --allow-incomplete-classpath |
| </span></span><span style=display:flex><span> --enable-url-protocols=http |
| </span></span><span style=display:flex><span> -H:+ReportExceptionStackTraces |
| </span></span><span style=display:flex><span> <span style=color:#268bd2></buildArgs></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2></configuration></span> |
| </span></span><span style=display:flex><span><span style=color:#268bd2></plugin></span> |
| </span></span></code></pre></div><p>变为：</p><div class=highlight><pre tabindex=0 style=color:#93a1a1;background-color:#002b36;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-xml data-lang=xml><span style=display:flex><span><span style=color:#268bd2><plugin></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><groupId></span>org.graalvm.buildtools<span style=color:#268bd2></groupId></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><artifactId></span>native-maven-plugin<span style=color:#268bd2></artifactId></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><version></span>0.9.20<span style=color:#268bd2></version></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><configuration></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><classesDirectory></span>${project.build.outputDirectory}<span style=color:#268bd2></classesDirectory></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><metadataRepository></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><enabled></span>true<span style=color:#268bd2></enabled></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2></metadataRepository></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><requiredVersion></span>22.3<span style=color:#268bd2></requiredVersion></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><mainClass></span>org.apache.dubbo.demo.graalvm.provider.Application<span style=color:#268bd2></mainClass></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2></configuration></span> |
| </span></span><span style=display:flex><span><span style=color:#268bd2></plugin></span> |
| </span></span><span style=display:flex><span><span style=color:#268bd2><plugin></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><groupId></span>org.apache.dubbo<span style=color:#268bd2></groupId></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><artifactId></span>dubbo-maven-plugin<span style=color:#268bd2></artifactId></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><version></span>${project.version}<span style=color:#268bd2></version></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><configuration></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><mainClass></span>org.apache.dubbo.demo.graalvm.provider.Application<span style=color:#268bd2></mainClass></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2></configuration></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><executions></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><execution></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><phase></span>process-sources<span style=color:#268bd2></phase></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><goals></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><goal></span>dubbo-process-aot<span style=color:#268bd2></goal></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2></goals></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2></execution></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2></executions></span> |
| </span></span><span style=display:flex><span><span style=color:#268bd2></plugin></span> |
| </span></span></code></pre></div><ol><li>旧版本中需要用户手动生成和补全Dubbo内独有的Adaptive代码，新版本用户将不需要关心这些细节。</li><li>旧版本中Dubbo框架生成的META-INF.native-image下的配置文件会直接生成在用户的工程目录中，3.2新版本将会被编译到target下，不影响用户的工程结构。除此之外，Dubbo框架也将不再采用手动补全native image的方式，而且采用自动探测和生成所需的配置文件的方式，简化了Dubbo开发者的体验。这也能够降低最后编译后的二进制包的大小和提高编译速度。</li></ol><p>除了易用性提升以外，Dubbo将在3.2版本将在native image场景下支持API、注解以及XML配置方式，并支持与SpringBoot3中的native兼容。</p><h2 id=其他>其他</h2><h3 id=jdk-17--spring-boot-3-原生支持>JDK 17 & Spring Boot 3 原生支持</h3><p>JDK 17 是继 JDK 11 之后目前 Java 的最新 LTS 版本，包括许多新功能和改进，例如 Sealed 类、垃圾收集器的改进等等。</p><p>自从 JDK 16 开始限制 Java 内部类反射以后，Dubbo 的序列化以及动态代理都受到了一定的影响。在 Dubbo 3.2 中，我们通过 Fastjson2 以及 Javassist 的优化从底层解决了兼容性问题。目前 Dubbo 已经可以完美运行在 JDK17 之上，所有单元测试以及大多数集成测试也都在 JDK 17 平台上测试通过。</p><p>针对即将发布的 JDK 21 LTS，Dubbo 正在紧锣密鼓地进行适配。我们将在 3.3 版本中加入对 JDK 21 和 Dubbo 协程（Project Loom）的支持。</p><h3 id=rpc-性能大幅提升>RPC 性能大幅提升</h3><p>在3.2版本中，我们对RPC调用性能做了调优，其中优化内容如下。</p><ul><li><p>消除了同步锁竞争以及会出现阻塞的代码(<code>triple</code>)</p><ol><li>在3.1版本中创建HTTP/2 Stream Channel时采用了同步阻塞用户线程的方式等待Stream Channel创建完成，创建完成后才开始发起远程调用。而在3.2中我们将创建HTTP/2 Stream Channel的行为<code>异步化</code>并保证创建完毕后才发起请求，以此<code>减少了用户线程不必要的等待</code>。</li><li>在3.1版本中用户线程与Netty的I/O线程出现了同步锁竞争，IO线程每次写请求都会检查Socket可用性，而用户线程中也使用了Socket可用性检查的方法，但JDK中Socket可用性检查的实现使用了 <code>synchronized</code> 来保证并发安全，为了减少这部分的耗时我们将用户线程的检查移除，消除了该部分的耗时。</li></ol></li><li><p>减少了用同步阻塞调用方式的请求响应延迟(<code>dubbo</code>、<code>triple</code>)</p><p>在3.1版本中SYNC模式下的RPC调用我们使用了阻塞队列的方式等待远程服务写回的响应，当响应写回后会添加到队列中并唤醒被阻塞的用户线程。而在3.2中我们将阻塞队列更换为并发队列，利用其CAS的机制大幅度减少线程进入阻塞的次数，提高CPU利用率并降低了响应处理延迟</p></li><li><p>减少了线程切换的次数(<code>triple</code>)</p><p>在3.1版本中SYNC模式下的RPC调用在接收响应时使用了一个消费者线程池进行处理，处理完毕后才唤醒用户线程接收响应。但通过分析SYNC模式下的消费者线程池是不必要的，多了一层消费者线程池处理不仅浪费服务器资源还降低了性能，因此我们在3.2版本中将SYNC模式下消费者线程池移除，交互模型由 <code>NettyEventLoop → ConsumerThread → UserThread</code>变成了<code>NettyEventLoop → UserThread</code>，以此减少服务器资源的浪费同时提高了性能</p></li><li><p>优化了I/O性能(<code>dubbo</code>、<code>triple</code>)</p><p>在3.1版本中我们利用了Netty框架实现了网络通讯，但每次往对端写消息时都直接刷写到对端导致系统调用次数极高，降低了通讯性能。为此我们在3.2版本中对该进行了优化，每次发消息时是先将消息提交到一个写队列中，并在合适的时机将多个消息一次性写出，以此提高了I/O利用率，大幅度提高RPC通讯性能。</p></li><li><p>支持在用户线程上序列化报文(<code>dubbo</code>、<code>triple</code>)</p><p>在3.1版本中RPC通讯中的报文反序列化均是在单一I/O线程中串行执行的，导致无法利用多核CPU的优势。为此我们在3.2版本中支持了在用户线程上执行反序列化这类较为耗时的任务，将I/O线程的压力均分到多个CPU核心上，以此提高了<code>较大报文</code>场景下的RPC性能。</p></li></ul><p>3.2对比3.1的性能提升如下：</p><p>Triple协议：较小报文场景createUser、existUser、getUser下，提升率约在<code>40-45%</code>，提升后的性能与gRPC同场景的性能基本持平。较大报文场景listUser下提升了约<code>17%</code>，相较于同场景下的gRPC还低<code>11%</code>。</p><p>Dubbo协议：较小报文场景createUser、getUser下，提升率约<code>180%</code>。极小报文existUser(仅一个boolean值)下提升率约<code>24%</code>，而较大报文listUser提升率最高，达到了<code>1000%</code>！</p><p><img src=/imgs/blog/32-release/Untitled%203.png alt=Untitled></p><p><img src=/imgs/blog/32-release/Untitled%204.png alt=Untitled></p><h2 id=如何升级到-dubbo-32>如何升级到 Dubbo 3.2</h2><h3 id=pom-升级>Pom 升级</h3><p>最新的 Dubbo Maven 坐标为：</p><div class=highlight><pre tabindex=0 style=color:#93a1a1;background-color:#002b36;-moz-tab-size:4;-o-tab-size:4;tab-size:4><code class=language-xml data-lang=xml><span style=display:flex><span><span style=color:#268bd2><dependency></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><groupId></span>org.apache.dubbo<span style=color:#268bd2></groupId></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><artifactId></span>dubbo<span style=color:#268bd2></artifactId></span> |
| </span></span><span style=display:flex><span> <span style=color:#268bd2><version></span>3.2.0<span style=color:#268bd2></version></span> |
| </span></span><span style=display:flex><span><span style=color:#268bd2></dependency></span> |
| </span></span></code></pre></div><h3 id=兼容性>兼容性</h3><p>对于绝大多数的用户，升级到 Dubbo 3.2.0 是完全平滑的，仅需要修改依赖包版本即可。</p><ol><li><p>序列化校验逻辑的增强（<strong>重要</strong>）</p><p>如前文所述，在 Dubbo 3.2.0 版本中，Dubbo 将默认开启序列化白名单的强校验，以提升 Dubbo 的安全性，避免远程命令执行的问题。目前的机制通过包名递归机制自动信任了部分类，但对于一些使用了泛型等可能存在扫描不全的用户，我们建议您先升级到 Dubbo 3.1.9 版本或添加 <code>-Ddubbo.application.serialize-check-status=WARN</code> 配置。观察一段时间后（通过日志、QoS 命令），如果没有触发安全告警，则可以配置强校验模式。</p><p>关于自定义白名单的配置，可以参考官网的 <code>文档 / SDK 手册 / Java SDK / 高级特性和用法 / 提升安全性 / 类检查机制</code> 一文进行配置。</p></li><li><p>默认序列化的修改</p><p>Dubbo 3.2.0 版本开始默认序列化方式从 <code>hessian2</code> 切换为 <code>fastjson2</code>，对于升级到 3.2.0 的应用，Dubbo 会自动尝试采用 <code>fastjson2</code> 进行序列化。请注意，无论是客户端还是服务端，只要有一端还没有升级到 3.2.0，都将降级为 <code>hessian2</code> 序列化，保证兼容性。</p></li><li><p>默认关闭推空保护</p><p>推空保护的目的是在注册中心出现故障并且主动推送空地址的时候，Dubbo 保留最后一批 provider 信息，以保证服务可用。但是，在大多数情况下，即使注册中心出现故障，也不会推送空地址，只有在一些特殊情况下才会出现。如果开启推空保护，则会对 Dubbo 的 Fallback 逻辑、心跳逻辑等造成较大的影响，给开发人员使用 Dubbo 带来困扰。</p><p>如果在生产环境中需要开启推空保护以实现高可用性，可以将 <code>dubbo.application.enable-empty-protection</code> 配置为 <code>true</code>。但是请注意，已知开启推空保护会导致服务端应用从仅支持接口级服务发现的 <code>2.6.x</code>、<code>2.7.x</code> 版本升级到 <code>3.x</code> 之后回滚到原来的版本时出现异常，极端情况下可能会导致服务调用失败。</p></li></ol><h2 id=总结>总结</h2><p>Dubbo 3.2 是一个非常重要的版本，它带来了众多新功能和改进，使得 Dubbo 更加强大和易用。我们非常感谢社区的支持和贡献，希望大家可以尽快体验 Dubbo 3.2，享受其中带来的便利和优势。</p><ul class="list-unstyled d-flex justify-content-between align-items-center mb-0 pt-5"><li><a href=/zh-cn/blog/2023/02/23/2022-%E5%B9%B4%E5%BA%A6%E6%80%BB%E7%BB%93%E4%B8%8E-2023-%E6%96%B0%E5%B9%B4%E8%A7%84%E5%88%92/ aria-label="上一页 - 2022 年度总结与 2023 新年规划" class="btn btn-primary"><span class=mr-1>←</span>上一页</a></li><li><a href=/zh-cn/blog/2023/05/15/apache-dubbo-%E5%BC%80%E6%BA%90%E4%B9%8B%E5%A4%8F-2023%E8%B4%A1%E7%8C%AE%E7%A4%BE%E5%8C%BA%E8%B5%A2%E5%8F%96-12000-%E5%A5%96%E9%87%91/ aria-label="下一页 - Apache Dubbo 开源之夏 2023，贡献社区赢取 12000 奖金" class="btn btn-primary">下一页<span class=ml-1>→</span></a></li></ul></div><div id=pre-footer><h2>反馈</h2><p class=feedback--prompt>此页是否对您有帮助？</p><button class="btn btn-primary mb-4 feedback--yes">是</button> |
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| <a href=https://github.com/apache/dubbo/issues/new target=_blank><i class="fas fa-tasks fa-fw"></i> 提交项目问题</a></div><nav id=TableOfContents><ul><li><a href=#背景介绍>背景介绍</a></li><li><a href=#rest-协议支持>Rest 协议支持</a><ul><li><a href=#1-why-rest>1. Why Rest？</a></li><li><a href=#2-how-to>2. How To？</a></li><li><a href=#3-whats-next>3. What’s next？</a></li></ul></li><li><a href=#可观测体系>可观测体系</a><ul><li><a href=#1-metrics>1. Metrics</a></li><li><a href=#tracing>Tracing</a></li><li><a href=#logging>Logging</a></li></ul></li><li><a href=#native-image-原生支持>Native Image 原生支持</a></li><li><a href=#其他>其他</a><ul><li><a href=#jdk-17--spring-boot-3-原生支持>JDK 17 & Spring Boot 3 原生支持</a></li><li><a href=#rpc-性能大幅提升>RPC 性能大幅提升</a></li></ul></li><li><a href=#如何升级到-dubbo-32>如何升级到 Dubbo 3.2</a><ul><li><a href=#pom-升级>Pom 升级</a></li><li><a href=#兼容性>兼容性</a></li></ul></li><li><a href=#总结>总结</a></li></ul></nav><div class="taxonomy taxonomy-terms-cloud taxo-tags"><h5 class=taxonomy-title>Tags</h5><ul class=taxonomy-terms><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/apachecon2023/ data-taxonomy-term=apachecon2023><span class=taxonomy-label>apachecon2023</span><span class=taxonomy-count>7</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/browser/ data-taxonomy-term=browser><span class=taxonomy-label>browser</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/dubbo-aot/ data-taxonomy-term=dubbo-aot><span class=taxonomy-label>dubbo aot</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/dubbo-js/ data-taxonomy-term=dubbo-js><span class=taxonomy-label>dubbo-js</span><span class=taxonomy-count>2</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/ecosystem/ data-taxonomy-term=ecosystem><span class=taxonomy-label>ecosystem</span><span class=taxonomy-count>2</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/go/ data-taxonomy-term=go><span class=taxonomy-label>Go</span><span class=taxonomy-count>28</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/graalvm/ data-taxonomy-term=graalvm><span class=taxonomy-label>GraalVM</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/java/ data-taxonomy-term=java><span class=taxonomy-label>Java</span><span class=taxonomy-count>92</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/metrics/ data-taxonomy-term=metrics><span class=taxonomy-label>metrics</span><span class=taxonomy-count>2</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/native-image/ data-taxonomy-term=native-image><span class=taxonomy-label>Native Image</span><span class=taxonomy-count>2</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/node.js/ data-taxonomy-term=node.js><span class=taxonomy-label>node.js</span><span class=taxonomy-count>2</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/observability/ data-taxonomy-term=observability><span class=taxonomy-label>observability</span><span class=taxonomy-count>2</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/opensergo/ data-taxonomy-term=opensergo><span class=taxonomy-label>opensergo</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/pixiu/ data-taxonomy-term=pixiu><span class=taxonomy-label>Pixiu</span><span class=taxonomy-count>2</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/proposals/ data-taxonomy-term=proposals><span class=taxonomy-label>Proposals</span><span class=taxonomy-count>2</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/protocol/ data-taxonomy-term=protocol><span class=taxonomy-label>protocol</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/release-notes/ data-taxonomy-term=release-notes><span class=taxonomy-label>Release Notes</span><span class=taxonomy-count>11</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/rust/ data-taxonomy-term=rust><span class=taxonomy-label>Rust</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/seata/ data-taxonomy-term=seata><span class=taxonomy-label>seata</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/spring-cloud/ data-taxonomy-term=spring-cloud><span class=taxonomy-label>spring-cloud</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/tracing/ data-taxonomy-term=tracing><span class=taxonomy-label>tracing</span><span class=taxonomy-count>2</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/triple/ data-taxonomy-term=triple><span class=taxonomy-label>triple</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/web/ data-taxonomy-term=web><span class=taxonomy-label>web</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/%E6%94%BF%E9%87%87%E4%BA%91/ data-taxonomy-term=%E6%94%BF%E9%87%87%E4%BA%91><span class=taxonomy-label>政采云</span><span class=taxonomy-count>1</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/%E6%96%B0%E9%97%BB%E5%8A%A8%E6%80%81/ data-taxonomy-term=%E6%96%B0%E9%97%BB%E5%8A%A8%E6%80%81><span class=taxonomy-label>新闻动态</span><span class=taxonomy-count>24</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/%E6%BA%90%E7%A0%81%E8%A7%A3%E6%9E%90/ data-taxonomy-term=%E6%BA%90%E7%A0%81%E8%A7%A3%E6%9E%90><span class=taxonomy-label>源码解析</span><span class=taxonomy-count>34</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/%E7%94%9F%E6%80%81/ data-taxonomy-term=%E7%94%9F%E6%80%81><span class=taxonomy-label>生态</span><span class=taxonomy-count>14</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/%E7%94%A8%E6%88%B7%E6%A1%88%E4%BE%8B/ data-taxonomy-term=%E7%94%A8%E6%88%B7%E6%A1%88%E4%BE%8B><span class=taxonomy-label>用户案例</span><span class=taxonomy-count>11</span></a></li><li><a class=taxonomy-term href=https://cn.dubbo.apache.org/zh-cn/tags/%E7%BD%91%E5%85%B3/ data-taxonomy-term=%E7%BD%91%E5%85%B3><span class=taxonomy-label>网关</span><span class=taxonomy-count>4</span></a></li></ul></div></div></div></div></div><footer class="bg-dark py-5 row d-print-none footer-margin-0"><div class="container-fluid mx-sm-5"><div class=row><div class="col-6 col-sm-4 text-xs-center order-sm-2"><ul class="list-inline mb-0"><li class="list-inline-item mx-2 h3" data-toggle=tooltip data-placement=top title="Dubbo mailing list archive" aria-label="Dubbo mailing list archive"><a class=text-white target=_blank 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