Site updated at revision 8534d75
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+++ b/content/404.html
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 <link rel="stylesheet" href="/css/katex-0.13.24.min.css" media="print" onload="this.media=&#39;all&#39;">
 <script src="/js/sine-waves.min.js" async></script>
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@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
         <p>Copyright © 2024 The Apache Software Foundation. All Rights Reserved. Apache, Pulsar, Apache Pulsar, and the Apache feather logo are trademarks or registered trademarks of The Apache Software Foundation.</p>
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diff --git a/content/RestApi/RestApi/index.html b/content/RestApi/RestApi/index.html
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 <script src="/js/sine-waves.min.js" async></script>
 <script src="/js/matomo-agent.js"></script><link rel="stylesheet" href="/assets/css/styles.b0f65ef3.css">
-<link rel="preload" href="/assets/js/runtime~main.c1d6156c.js" as="script">
-<link rel="preload" href="/assets/js/main.4188360c.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
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@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
         <p>Copyright © 2024 The Apache Software Foundation. All Rights Reserved. Apache, Pulsar, Apache Pulsar, and the Apache feather logo are trademarks or registered trademarks of The Apache Software Foundation.</p>
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 </body>
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\ No newline at end of file
diff --git a/content/admin-rest-api/index.html b/content/admin-rest-api/index.html
index 6b6643f..452712e 100644
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@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
         <p>Copyright © 2024 The Apache Software Foundation. All Rights Reserved. Apache, Pulsar, Apache Pulsar, and the Apache feather logo are trademarks or registered trademarks of The Apache Software Foundation.</p>
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diff --git a/content/articles/index.html b/content/articles/index.html
index 4ce684c..875b861 100644
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-<link rel="preload" href="/assets/js/runtime~main.c1d6156c.js" as="script">
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@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
         <p>Copyright © 2024 The Apache Software Foundation. All Rights Reserved. Apache, Pulsar, Apache Pulsar, and the Apache feather logo are trademarks or registered trademarks of The Apache Software Foundation.</p>
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+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
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diff --git a/content/assets/js/05cd2ecd.5e737848.js b/content/assets/js/05cd2ecd.5e737848.js
new file mode 100644
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+(self.webpackChunkwebsite_next=self.webpackChunkwebsite_next||[]).push([[859],{76982:(e,s,a)=>{"use strict";a.r(s),a.d(s,{assets:()=>u,contentTitle:()=>n,default:()=>g,frontMatter:()=>o,metadata:()=>i,toc:()=>d});var t=a(58168),r=(a(96540),a(15680)),l=a(72351);const o={id:"release-policy",title:"Release policy"},n=void 0,i={unversionedId:"release-policy",id:"release-policy",title:"Release policy",description:"Supported Versions",source:"@site/contribute/release-policy.md",sourceDirName:".",slug:"/release-policy",permalink:"/contribute/release-policy",draft:!1,editUrl:"https://github.com/apache/pulsar-site/edit/main/contribute/release-policy.md",tags:[],version:"current",lastUpdatedBy:"Dragos Misca",lastUpdatedAt:1715039462,formattedLastUpdatedAt:"May 6, 2024",frontMatter:{id:"release-policy",title:"Release policy"},sidebar:"sidebarDevelopment",previous:{title:"Updating document",permalink:"/contribute/document-contribution"},next:{title:"Release process",permalink:"/contribute/release-process"}},u={},d=[{value:"Supported Versions",id:"supported-versions",level:2},{value:"Release semantics",id:"release-semantics",level:2},{value:"Compatibility between releases",id:"compatibility-between-releases",level:2},{value:"Release frequency and support expectation",id:"release-frequency-and-support-expectation",level:2},{value:"Release cycles",id:"release-cycles",level:2},{value:"Related PIPs",id:"related-pips",level:2}],p={toc:d},c="wrapper";function g(e){let{components:s,...a}=e;return(0,r.yg)(c,(0,t.A)({},p,a,{components:s,mdxType:"MDXLayout"}),(0,r.yg)("h2",{id:"supported-versions"},"Supported Versions"),(0,r.yg)("p",null,"Please plan your Pulsar deployment updates according to the dates provided below. However, note that the Apache Pulsar project may provide ad hoc releases for some older patch versions, depending on resource availability, time constraints, or the severity of an issue, such as a significant CVE. These releases would be provided on a 'best-effort' basis. For supported versions, the Apache Pulsar project follows the ",(0,r.yg)("a",{parentName:"p",href:"/security"},"Security policy"),"."),(0,r.yg)(l.A,{mdxType:"SupportedVersionsTable"}),(0,r.yg)("h2",{id:"release-semantics"},"Release semantics"),(0,r.yg)("p",null,"The Pulsar project follows a variant of Semantic Versioning (semver), which replacing ",(0,r.yg)("inlineCode",{parentName:"p"},"major.minor.patch")," with ",(0,r.yg)("inlineCode",{parentName:"p"},"LTS.feature.patch"),"."),(0,r.yg)("p",null,'Concretely, existing releases can expect patches for bugs and security vulnerabilities. New features will target to feature releases. A "major" version bump will not carry any special meaning in terms of "big features" included in the release or breaking API changes. Instead, it would simply signal a new long-term support (LTS) release.'),(0,r.yg)("p",null,"For example,"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"2.10.0 is a feature release;"),(0,r.yg)("li",{parentName:"ul"},"2.10.1 is a patch release;"),(0,r.yg)("li",{parentName:"ul"},"2.11.0 is a feature release;"),(0,r.yg)("li",{parentName:"ul"},"3.0.0 is the first LTS release;"),(0,r.yg)("li",{parentName:"ul"},"3.0.1 is a patch release of the LTS release;"),(0,r.yg)("li",{parentName:"ul"},"3.1.0 is a feature release;"),(0,r.yg)("li",{parentName:"ul"},"3.2.0 is a feature release;"),(0,r.yg)("li",{parentName:"ul"},"3.2.1 is a patch release;"),(0,r.yg)("li",{parentName:"ul"},"4.0.0 is an LTS release.")),(0,r.yg)("h2",{id:"compatibility-between-releases"},"Compatibility between releases"),(0,r.yg)("p",null,"When upgrading an existing cluster, it is important to upgrade components linearly."),(0,r.yg)("p",null,"Before 3.0, upgrade should be done linearly through each feature version. For example, when upgrading from 2.8 to 2.10, it is important to upgrade to 2.9 before going to 2.10."),(0,r.yg)("p",null,"Starting from 3.0, additionally, live upgrade/downgrade between one LTS and the next one is guaranteed. For example,"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"3.0 -> 4.0 -> 3.0 is OK;"),(0,r.yg)("li",{parentName:"ul"},"3.2 -> 4.0 -> 3.2 is OK;"),(0,r.yg)("li",{parentName:"ul"},"3.2 -> 4.4 -> 3.2 is OK;"),(0,r.yg)("li",{parentName:"ul"},"3.0 -> 3.1 -> 3.0 is OK;"),(0,r.yg)("li",{parentName:"ul"},"3.0 -> 3.2 -> 3.0 is OK;"),(0,r.yg)("li",{parentName:"ul"},"3.2 -> 5.0 is ",(0,r.yg)("em",{parentName:"li"},"not")," OK.")),(0,r.yg)("h2",{id:"release-frequency-and-support-expectation"},"Release frequency and support expectation"),(0,r.yg)("table",null,(0,r.yg)("thead",{parentName:"table"},(0,r.yg)("tr",{parentName:"thead"},(0,r.yg)("th",{parentName:"tr",align:null}),(0,r.yg)("th",{parentName:"tr",align:null},"Release frequency"),(0,r.yg)("th",{parentName:"tr",align:null},"Active Support"),(0,r.yg)("th",{parentName:"tr",align:null},"Security Support"))),(0,r.yg)("tbody",{parentName:"table"},(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"LTS release"),(0,r.yg)("td",{parentName:"tr",align:null},"Every 18 months"),(0,r.yg)("td",{parentName:"tr",align:null},"24 months"),(0,r.yg)("td",{parentName:"tr",align:null},"36 months")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Feature release"),(0,r.yg)("td",{parentName:"tr",align:null},"Every 3 months"),(0,r.yg)("td",{parentName:"tr",align:null},"6 months"),(0,r.yg)("td",{parentName:"tr",align:null},"6 months")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Patch release"),(0,r.yg)("td",{parentName:"tr",align:null},"When it is ready"),(0,r.yg)("td",{parentName:"tr",align:null},"N/A"),(0,r.yg)("td",{parentName:"tr",align:null},"N/A")))),(0,r.yg)("p",null,"This can be translated into:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"The last 2 LTS releases and the last 2 feature releases are supported."),(0,r.yg)("li",{parentName:"ul"},"Security patches are provided for the past 3 LTS releases and 2 feature releases")),(0,r.yg)("p",null,"Therefore, users can choose between stay in an LTS release until they are ready to jump into the next LTS, or try the latest releases which contains required features."),(0,r.yg)("h2",{id:"release-cycles"},"Release cycles"),(0,r.yg)("p",null,"Generally, one committer shall volunteer as the release manager (RM) for a specific release."),(0,r.yg)("p",null,"For feature releases and LTS releases, the last 3 weeks of the release cycle will be marked as a code-freeze period. The RM will branch off from master, and the RM is also responsible for selecting the changes that will be cherry-picked in the release branch."),(0,r.yg)("p",null,"From the code-freeze point, to minimize the risk of delaying the release, only bug fixes involving a regression of behavior compared to a previous release should be allowed. Occasional exceptions will be possible after higher scrutiny of the change."),(0,r.yg)("ol",null,(0,r.yg)("li",{parentName:"ol"},"At the moment of the code freeze, the RM will start preparing a release candidate (RC) following the ",(0,r.yg)("a",{parentName:"li",href:"/contribute/release-process"},"release process"),". Committers, contributors, and users will ",(0,r.yg)("a",{parentName:"li",href:"/contribute/validate-release-candidate"},"test this RC")," to detect issues as early as possible. (A formal vote by the PMC will not be required at this stage, though any disagreement should be sent out ASAP)."),(0,r.yg)("li",{parentName:"ol"},"After 1 week, if there are any changes, the RM will provide a new RC release that the community will test again."),(0,r.yg)("li",{parentName:"ol"},"After 1 more week, if there are any changes, a third RC will be prepared, and this will be submitted to vote to the PMC. Otherwise, the vote will be held on an earlier RC if no issues are found."),(0,r.yg)("li",{parentName:"ol"},"The last 1 week will be used for the voting process and for updating Pulsar website and the blog post announcing the release, which should (hopefully) happen on the scheduled day.")),(0,r.yg)("p",null,'For patch releases, the process is the same while there is no code-freeze period and strict timeline. Basically, patch release is out "when it is ready".'),(0,r.yg)("admonition",{type:"note"},(0,r.yg)("p",{parentName:"admonition"},"For example, the next release of Pulsar is 3.0.0, and it has the planned timeline as:"),(0,r.yg)("ul",{parentName:"admonition"},(0,r.yg)("li",{parentName:"ul"},"2023-04-11 - RC-1"),(0,r.yg)("li",{parentName:"ul"},"2023-04-18 - RC-2"),(0,r.yg)("li",{parentName:"ul"},"2023-04-25 - RC-3"),(0,r.yg)("li",{parentName:"ul"},"2023-05-02 - Announce 3.0 Release"))),(0,r.yg)("h2",{id:"related-pips"},"Related PIPs"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("a",{parentName:"li",href:"https://github.com/apache/pulsar/wiki/PIP-47%3A-Time-Based-Release-Plan"},"PIP-47: A Time-Based Release Plan")),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("a",{parentName:"li",href:"https://github.com/apache/pulsar/issues/15966"},"PIP-175: Extend time based release 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",(0,r.yg)("inlineCode",{parentName:"li"},"<li><li/>")," and ",(0,r.yg)("inlineCode",{parentName:"li"},"<br/>")," are especially useful for constructing complex tables, such as creating a list and adding a blank line.")),(0,r.yg)("h4",{id:"example-1"},"Example 1"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-markdown"},"| Directory | Contains                            |\n|:----------|:------------------------------------|\n| **Hello** | <li>a</li><li>b</li><br/><li>c</li> |\n")),(0,r.yg)("table",null,(0,r.yg)("thead",{parentName:"table"},(0,r.yg)("tr",{parentName:"thead"},(0,r.yg)("th",{parentName:"tr",align:"left"},"Directory"),(0,r.yg)("th",{parentName:"tr",align:"left"},"Contains"))),(0,r.yg)("tbody",{parentName:"table"},(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:"left"},(0,r.yg)("strong",{parentName:"td"},"Hello")),(0,r.yg)("td",{parentName:"tr",align:"left"},(0,r.yg)("li",null,"a"),(0,r.yg)("li",null,"b"),(0,r.yg)("br",null),(0,r.yg)("li",null,"c"))))),(0,r.yg)("h4",{id:"example-2"},"Example 2"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-markdown"},"| a   | b   | c                        |\n|-----|-----|--------------------------|\n| aa  | bb  | cc1<br/>cc2<br/><br/>cc3 |\n")),(0,r.yg)("table",null,(0,r.yg)("thead",{parentName:"table"},(0,r.yg)("tr",{parentName:"thead"},(0,r.yg)("th",{parentName:"tr",align:null},"a"),(0,r.yg)("th",{parentName:"tr",align:null},"b"),(0,r.yg)("th",{parentName:"tr",align:null},"c"))),(0,r.yg)("tbody",{parentName:"table"},(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"aa"),(0,r.yg)("td",{parentName:"tr",align:null},"bb"),(0,r.yg)("td",{parentName:"tr",align:null},"cc1",(0,r.yg)("br",null),"cc2",(0,r.yg)("br",null),(0,r.yg)("br",null),"cc3")))),(0,r.yg)("h3",{id:"tab"},"Tab"),(0,r.yg)("p",null,"Before using multiple tabs, add these imports at the beginning of the file:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-markdown"},"````mdx-code-block\nimport Tabs from '@theme/Tabs';\nimport TabItem from '@theme/TabItem'; \n````\n")),(0,r.yg)("p",null,"Then, you can write tabs as:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-markdown"},'<Tabs>\n  <TabItem value="apple" label="Apple" default>\n    This is an apple \ud83c\udf4e\n  </TabItem>\n  <TabItem value="orange" label="Orange">\n    This is an orange \ud83c\udf4a\n  </TabItem>\n  <TabItem value="banana" label="Banana">\n    This is a banana \ud83c\udf4c\n  </TabItem>\n</Tabs>\n')),(0,r.yg)(o.A,{mdxType:"Tabs"},(0,r.yg)(i.A,{value:"apple",label:"Apple",default:!0,mdxType:"TabItem"},"This is an apple \ud83c\udf4e"),(0,r.yg)(i.A,{value:"orange",label:"Orange",mdxType:"TabItem"},"This is an orange \ud83c\udf4a"),(0,r.yg)(i.A,{value:"banana",label:"Banana",mdxType:"TabItem"},"This is a banana \ud83c\udf4c")),(0,r.yg)("p",null,"Read more about how to write multiple tabs at ",(0,r.yg)("a",{parentName:"p",href:"https://docusaurus.io/docs/markdown-features/tabs"},"Tabs"),"."),(0,r.yg)("h3",{id:"code-blocks"},"Code blocks"),(0,r.yg)("p",null,"Read more about how to use syntax highlighting and supported languages at ",(0,r.yg)("a",{parentName:"p",href:"https://docusaurus.io/docs/markdown-features/code-blocks#syntax-highlighting"},"Syntax highlighting"),"."),(0,r.yg)("h3",{id:"admonitions"},"Admonitions"),(0,r.yg)("p",null,"Docusaurus supports these admonitions:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-markdown"},":::note\n\nSome **content** with _Markdown_ `syntax`.\n\n:::\n\n:::tip\n\nSome **content** with _Markdown_ `syntax`.\n\n:::\n\n:::info\n\nSome **content** with _Markdown_ `syntax`.\n\n:::\n\n:::caution\n\nSome **content** with _Markdown_ `syntax`.\n\n:::\n\n:::danger\n\nSome **content** with _Markdown_ `syntax`.\n\n:::\n")),(0,r.yg)("admonition",{type:"note"},(0,r.yg)("p",{parentName:"admonition"},"Some ",(0,r.yg)("strong",{parentName:"p"},"content")," with ",(0,r.yg)("em",{parentName:"p"},"Markdown")," ",(0,r.yg)("inlineCode",{parentName:"p"},"syntax"),".")),(0,r.yg)("admonition",{type:"tip"},(0,r.yg)("p",{parentName:"admonition"},"Some ",(0,r.yg)("strong",{parentName:"p"},"content")," with ",(0,r.yg)("em",{parentName:"p"},"Markdown")," ",(0,r.yg)("inlineCode",{parentName:"p"},"syntax"),".")),(0,r.yg)("admonition",{type:"info"},(0,r.yg)("p",{parentName:"admonition"},"Some ",(0,r.yg)("strong",{parentName:"p"},"content")," with ",(0,r.yg)("em",{parentName:"p"},"Markdown")," ",(0,r.yg)("inlineCode",{parentName:"p"},"syntax"),".")),(0,r.yg)("admonition",{type:"caution"},(0,r.yg)("p",{parentName:"admonition"},"Some ",(0,r.yg)("strong",{parentName:"p"},"content")," with ",(0,r.yg)("em",{parentName:"p"},"Markdown")," ",(0,r.yg)("inlineCode",{parentName:"p"},"syntax"),".")),(0,r.yg)("admonition",{type:"danger"},(0,r.yg)("p",{parentName:"admonition"},"Some ",(0,r.yg)("strong",{parentName:"p"},"content")," with ",(0,r.yg)("em",{parentName:"p"},"Markdown")," ",(0,r.yg)("inlineCode",{parentName:"p"},"syntax"),".")),(0,r.yg)("p",null,"Read more about how to write admonitions at ",(0,r.yg)("a",{parentName:"p",href:"https://docusaurus.io/docs/markdown-features/admonitions"},"Admonitions"),"."),(0,r.yg)("h3",{id:"assets"},"Assets"),(0,r.yg)("p",null,"Static assets are hosted under ",(0,r.yg)("inlineCode",{parentName:"p"},"/assets")," for all documentations:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-markdown"},"![Page Linking](/assets/page-linking.png)\n")),(0,r.yg)("h3",{id:"indentation-and-space"},"Indentation and space"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"Use the same indentation for running texts and code blocks."),(0,r.yg)("li",{parentName:"ul"},"For the content block after an ",(0,r.yg)("strong",{parentName:"li"},"ordered list"),", indent the content block by only 3 spaces (not 4 spaces)."),(0,r.yg)("li",{parentName:"ul"},"For the content block after an ",(0,r.yg)("strong",{parentName:"li"},"unordered list"),", indent the content block by only 2 spaces."),(0,r.yg)("li",{parentName:"ul"},"Insert ",(0,r.yg)("strong",{parentName:"li"},"exact one")," empty line (not two empty lines or more) between code blocks and running texts.")),(0,r.yg)("admonition",{type:"caution"},(0,r.yg)("p",{parentName:"admonition"},"If you don't insert the empty line, the text cannot be rendered properly. You should encounter an error by ",(0,r.yg)("a",{parentName:"p",href:"/contribute/document-preview"},"preview"),". ")),(0,r.yg)("h3",{id:"metadata"},"Metadata"),(0,r.yg)("p",null,"If you create a new ",(0,r.yg)("inlineCode",{parentName:"p"},".md")," file, add quotes for the value of ",(0,r.yg)("inlineCode",{parentName:"p"},"sidebar_label"),"."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-yaml"},'---\nid: admin-api-partitioned-topics\ntitle: Managing partitioned topic\nsidebar_label: "Partitioned topics"\n---\n')),(0,r.yg)("p",null,"If you don't set the ",(0,r.yg)("inlineCode",{parentName:"p"},"sidebar_label")," property, the label is default to ",(0,r.yg)("inlineCode",{parentName:"p"},"title"),"."),(0,r.yg)("h3",{id:"tables"},"Tables"),(0,r.yg)("p",null,"To help tables be easier to maintain, consider adding additional spaces to the column widths to make them consistent. For examples:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"| App name | Description         | Requirements   |\n| :------- | :------------------ | :------------- |\n| App 1    | Description text 1. | Requirements 1 |\n| App 2    | Description text 2. | None           |\n")),(0,r.yg)("p",null,"To format tables easily, you can install a plugin or extension in your editor as below:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"Visual Studio Code: ",(0,r.yg)("a",{parentName:"li",href:"https://marketplace.visualstudio.com/items?itemName=darkriszty.markdown-table-prettify"},"Markdown Table Prettifier")),(0,r.yg)("li",{parentName:"ul"},"Sublime Text: ",(0,r.yg)("a",{parentName:"li",href:"https://packagecontrol.io/packages/Markdown%20Table%20Formatter"},"Markdown Table Formatter")),(0,r.yg)("li",{parentName:"ul"},"Atom: ",(0,r.yg)("a",{parentName:"li",href:"https://atom.io/packages/markdown-table-formatter"},"Markdown Table Formatter"))),(0,r.yg)("h3",{id:"links"},"Links"),(0,r.yg)("p",null,"Use links instead of summarizing to help preserve a single source of truth in Pulsar documentation."),(0,r.yg)("h4",{id:"anchor-links"},"Anchor links"),(0,r.yg)("p",null,"Headings generate anchor links when rendered. For example:"),(0,r.yg)("p",null,(0,r.yg)("inlineCode",{parentName:"p"},"## This is an example")," generates the anchor ",(0,r.yg)("inlineCode",{parentName:"p"},"#this-is-an-example"),"."),(0,r.yg)("admonition",{type:"caution"},(0,r.yg)("ul",{parentName:"admonition"},(0,r.yg)("li",{parentName:"ul"},"Avoid cross-reference docs to headings unless you need to link to a specific section of the document. This avoids breaking anchors in the future in case the heading is changed."),(0,r.yg)("li",{parentName:"ul"},"If possible, avoid changing headings, because they're not only linked internally. There are various links to Pulsar documentation on the Internet, such as tutorials, presentations, StackOverflow posts, and other sources."))),(0,r.yg)("h4",{id:"links-to-internal-documentation"},"Links to internal documentation"),(0,r.yg)("p",null,"Internal refers to documentation in the same Pulsar project."),(0,r.yg)("p",null,"General rules:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"Use relative links rather than absolute URLs."),(0,r.yg)("li",{parentName:"ul"},"Do not prepend ",(0,r.yg)("inlineCode",{parentName:"li"},"./")," or ",(0,r.yg)("inlineCode",{parentName:"li"},"../../")," to links to files or directories.")),(0,r.yg)("p",null,"Examples:"),(0,r.yg)("table",null,(0,r.yg)("thead",{parentName:"table"},(0,r.yg)("tr",{parentName:"thead"},(0,r.yg)("th",{parentName:"tr",align:null},"Scenario"),(0,r.yg)("th",{parentName:"tr",align:null},"Good"),(0,r.yg)("th",{parentName:"tr",align:null},"Bad"))),(0,r.yg)("tbody",{parentName:"table"},(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Cross-reference to other markdown file (/path/xx/ is not needed)"),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"[Function overview](function-overview.md)")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("li",null,(0,r.yg)("inlineCode",{parentName:"td"},"[Function overview](functions-overview)")),(0,r.yg)("li",null,(0,r.yg)("inlineCode",{parentName:"td"},"[Function overview](https://pulsar.apache.org/docs/next/functions-overview/)")),(0,r.yg)("li",null,(0,r.yg)("inlineCode",{parentName:"td"},"[Function overview](../../function-overview.md)")))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Cross-reference to other chapters in the same markdown file (# and - are needed)"),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("inlineCode",{parentName:"td"},"[Install builtin connectors (optional)](#install-builtin-connectors-optional)")),(0,r.yg)("td",{parentName:"tr",align:null},"N/A")))),(0,r.yg)("p",null,"Read more about how to write Markdown links at ",(0,r.yg)("a",{parentName:"p",href:"https://docusaurus.io/docs/markdown-features/links"},"Markdown links"),"."),(0,r.yg)("h4",{id:"links-to-external-documentation"},"Links to external documentation"),(0,r.yg)("p",null,"When describing interactions with external software, it's often helpful to include links to external documentation. When possible, make sure that you're linking to an ",(0,r.yg)("a",{parentName:"p",href:"#authoritative-sources"},"authoritative source"),"."),(0,r.yg)("p",null,"For example, if you're describing a feature in Microsoft's Active Directory, include a link to the official Microsoft documentation."),(0,r.yg)("h4",{id:"link-to-a-specific-line-of-code"},"Link to a specific line of code"),(0,r.yg)("p",null,"Use a ",(0,r.yg)("strong",{parentName:"p"},"permalink")," when linking to a specific line in a file to ensure users land on the line you're referring to though lines of code change over time."),(0,r.yg)("p",null,(0,r.yg)("img",{alt:"alt_text",src:n(11818).A,width:"348",height:"290"})),(0,r.yg)("h3",{id:"authoritative-sources"},"Authoritative sources"),(0,r.yg)("p",null,"When citing external information, use sources that are written by the people who created the item or product in question. These sources are the most likely to be accurate and remain up to date."),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},"\u2705 Authoritative sources include the following:"),(0,r.yg)("ul",{parentName:"li"},(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},"Official documentation for a product."),(0,r.yg)("p",{parentName:"li"},"For example, if you're setting up an interface with the Google OAuth 2 authorization server, include a link to Google's documentation.")),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},"Official documentation for a project."),(0,r.yg)("p",{parentName:"li"},"For example, if you're citing NodeJS functionality, refer directly to ",(0,r.yg)("a",{parentName:"p",href:"https://nodejs.org/en/docs/"},"NodeJS documentation"),".")),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},"Books from an authoritative publisher.")))),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("p",{parentName:"li"},"\u274c Authoritative sources do not include the following:"),(0,r.yg)("ul",{parentName:"li"},(0,r.yg)("li",{parentName:"ul"},"Personal blog posts."),(0,r.yg)("li",{parentName:"ul"},"Documentation from a company that describes another company's product."),(0,r.yg)("li",{parentName:"ul"},"Non-trustworthy articles."),(0,r.yg)("li",{parentName:"ul"},"Discussions on forums such as Stack Overflow.")))),(0,r.yg)("p",null,"While many of these sources to avoid can help you learn skills and or features, they can become obsolete quickly. 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This becomes the ",(0,r.yg)("inlineCode",{parentName:"li"},"<h1>")," element when the page is rendered to HTML."),(0,r.yg)("li",{parentName:"ul"},"Do not skip a level."),(0,r.yg)("li",{parentName:"ul"},"Leave one blank line before and after the heading."),(0,r.yg)("li",{parentName:"ul"},"Do not use links as part of heading text."),(0,r.yg)("li",{parentName:"ul"},"When you change the heading text, the anchor link changes. 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Read the ",(0,n.yg)("a",{parentName:"p",href:"/contribute/document-preview"},"previewing content")," guide about instructions."),(0,n.yg)("h3",{id:"how-to-update-reference-pages"},"How to update reference pages?"),(0,n.yg)("p",null,"If you're gonna to update the content, read the ",(0,n.yg)("a",{parentName:"p",href:"/contribute/document-contribution#update-reference-docs"},"update reference docs")," guide about the sources of reference pages."),(0,n.yg)("p",null,"If you're gonna to debug the reference generation process, read the ",(0,n.yg)("a",{parentName:"p",href:"https://github.com/apache/pulsar-site/tree/main/tools/pytools#reference-doc-generator"},"reference-doc-generator")," usage section and its source code."),(0,n.yg)("h3",{id:"how-to-update-data-driven-pages"},"How to update data-driven pages?"),(0,n.yg)("p",null,"You can update it by clicking on one of the ",(0,n.yg)("strong",{parentName:"p"},"\u270d\ufe0f Edit <file_name>")," links below and submitting a Pull 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In this case, you can ask the author to help create the new PR."),(0,r.yg)("p",null,"For PRs that are still open, you can choose to delay them to the next release or ping others to review so that they can be merged."),(0,r.yg)("p",null,"To verify the release branch is not broken, you can synchronize the branch in your personal repo and open a PR to trigger the CI."),(0,r.yg)("p",null,"You can use the following command to catch basic compilation, checkstyle or spotbugs errors in your local env before cherry-picking."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-bash"},"mvn clean install -DskipTests\n")),(0,r.yg)("p",null,"If you haven't already done it, ",(0,r.yg)("a",{parentName:"p",href:"/contribute/create-gpg-keys"},"create and publish the GPG key"),". You will use the key to sign the release artifacts."),(0,r.yg)("p",null,"Before you start the next release steps, make sure you have installed these software:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"JDK 17 (for Pulsar version >= 2.11) or JDK 11 (for earlier versions)"),(0,r.yg)("li",{parentName:"ul"},"Maven 3.8.6"),(0,r.yg)("li",{parentName:"ul"},"Zip")),(0,r.yg)("p",null,"Also, you need to ",(0,r.yg)("strong",{parentName:"p"},"clean up the bookkeeper's local compiled")," to make sure the bookkeeper dependency is fetched from the Maven repository, details to see ",(0,r.yg)("a",{parentName:"p",href:"https://lists.apache.org/thread/gsbh95b2d9xtcg5fmtxpm9k9q6w68gd2"},"this mailing list thread"),"."),(0,r.yg)("h2",{id:"env-vars"},"Set environment variables to be used across the commands"),(0,r.yg)("p",null,"Set version"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"export VERSION_RC=3.0.4-candidate-1\nexport VERSION_WITHOUT_RC=${VERSION_RC%-candidate-*}\nexport VERSION_BRANCH=branch-3.0\nexport UPSTREAM_REMOTE=origin\n")),(0,r.yg)("p",null,"Set your ASF user id"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"export APACHE_USER=<your ASF userid>\n")),(0,r.yg)("p",null,"In addition, you will need to set ",(0,r.yg)("inlineCode",{parentName:"p"},"PULSAR_PATH")," to point to the cleanly checked out working directory for the release branch."),(0,r.yg)("p",null,"If you run into problems with GPG signing set this"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"export GPG_TTY=$(tty)\n")),(0,r.yg)("p",null,"For some commands, a template is copied to the clipboard using ",(0,r.yg)("inlineCode",{parentName:"p"},"pbcopy"),".\nThis is already available on MacOS. For Linux, create a shell alias:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'# Linux only\n# install xsel if it is missing\nsudo apt install xsel\n# create alias pbcopy for copying stdin to clipboard\nalias pbcopy="xsel --clipboard --input"\n')),(0,r.yg)("h2",{id:"create-a-release-candidate"},"Create a release candidate"),(0,r.yg)("h3",{id:"create-the-release-branch"},"Create the release branch"),(0,r.yg)("p",null,"We are going to create a branch from ",(0,r.yg)("inlineCode",{parentName:"p"},"master")," to ",(0,r.yg)("inlineCode",{parentName:"p"},"branch-v2.X")," where the tag will be generated and where new fixes will be applied as part of the maintenance for the release."),(0,r.yg)("p",null,"The branch needs only to be created for feature releases, and not for patch releases like ",(0,r.yg)("inlineCode",{parentName:"p"},"2.3.1"),". For patch releases, go to the next step."),(0,r.yg)("p",null,"For example, when you create the ",(0,r.yg)("inlineCode",{parentName:"p"},"v2.3.0")," release, the branch ",(0,r.yg)("inlineCode",{parentName:"p"},"branch-2.3")," will be created; but for ",(0,r.yg)("inlineCode",{parentName:"p"},"v2.3.1"),", we\nkeep using the old ",(0,r.yg)("inlineCode",{parentName:"p"},"branch-2.3"),"."),(0,r.yg)("p",null,"In these instructions, a fictitious release ",(0,r.yg)("inlineCode",{parentName:"p"},"2.X.0")," is referred. Change the release version in the examples accordingly with the real version."),(0,r.yg)("p",null,"It is recommended to create a fresh clone of the repository to avoid any local files interfering in the process:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"git clone git@github.com:apache/pulsar.git\ncd pulsar\nexport PULSAR_PATH=$(pwd)\ngit checkout -b $VERSION_BRANCH origin/master\n")),(0,r.yg)("p",null,"Alternatively, you can use a git workspace to create a new, clean directory on your machine without needing to re-download the project."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"git worktree add ../pulsar-release-$VERSION_BRANCH $VERSION_BRANCH\ncd ../pulsar-release-$VERSION_BRANCH\nexport PULSAR_PATH=$(pwd)\n")),(0,r.yg)("p",null,"if you get an error that the branch is already checked out, go to that directory detach it from the branch. After this the above command should succeed"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"git checkout --detach HEAD\n")),(0,r.yg)("p",null,"After the release, you can cleanup the worktree in the main repository directory"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"git worktree remove ../pulsar-release-$VERSION_BRANCH\n")),(0,r.yg)("p",null,"If you created a new branch, update the ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/pulsar/blob/master/.github/workflows/ci-owasp-dependency-check.yaml"},"CI - OWASP Dependency Check")," workflow so that it will run on the new branch."),(0,r.yg)("p",null,"Note that you should also stop the workflow for previous Pulsar versions that are EOL."),(0,r.yg)("h3",{id:"cherry-picking-changes-scheduled-for-the-release"},"Cherry-picking changes scheduled for the release"),(0,r.yg)("p",null,"Before proceeding, ensure that you have ",(0,r.yg)("a",{parentName:"p",href:"/contribute/setup-mergetool"},"set up a Git mergetool"),". This tool is essential for resolving merge conflicts that may arise during the cherry-picking process."),(0,r.yg)("p",null,"Use a search such as ",(0,r.yg)("inlineCode",{parentName:"p"},"is:merged is:pr label:release/3.0.3 -label:cherry-picked/branch-3.0")," to search for merged PRs that are scheduled for the release, but haven't yet been cherry-picked.\nIt is necessary to handle cherry-picks in the same order as they have been merged in the master branch. Otherwise there will be unnecessary merge conflicts to resolve."),(0,r.yg)("p",null,"Here's a shell script where the output that will ease cherry-picking from master branch:\nassumes ",(0,r.yg)("inlineCode",{parentName:"p"},"gawk")," is gnu awk. install ",(0,r.yg)("inlineCode",{parentName:"p"},"brew install gawk")," or ",(0,r.yg)("inlineCode",{parentName:"p"},"alias gawk=awk")," on Linux."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},'UPSTREAM=origin\ngit fetch $UPSTREAM\nRELEASE_NUMBER=3.0.3\nRELEASE_BRANCH=branch-3.0\nPR_QUERY="is:merged label:release/$RELEASE_NUMBER -label:cherry-picked/$RELEASE_BRANCH"\nPR_NUMBERS=$(gh pr list -L 100 --search "$PR_QUERY" --json number --jq \'["#"+(.[].number|tostring)] | join("|")\')\nALREADY_PICKED=$(git log --oneline -P --grep="$PR_NUMBERS" --reverse $RELEASE_BRANCH | gawk \'match($0, /\\(#([0-9]+)\\)/, a) {print substr(a[0], 2, length(a[0])-2)}\' | tr \'\\n\' \'|\' | sed \'s/|$//\')\nif [[ -n "$ALREADY_PICKED" ]]; then\n  echo "** Already picked but not tagged as cherry-picked **"\n  git log --color --oneline -P --grep="$PR_NUMBERS" --reverse $RELEASE_BRANCH | gawk \'match($0, /\\(#([0-9]+)\\)/, a) {print $0 " https://github.com/apache/pulsar/pull/" substr(a[0], 3, length(a[0])-3)}\'\nfi\necho "** Not cherry-picked from $UPSTREAM/master **"\ngit log --color --oneline -P --grep="$PR_NUMBERS" --reverse $UPSTREAM/master | { [ -n "$ALREADY_PICKED" ] && grep --color -v -E "$ALREADY_PICKED" || cat; } | gawk \'match($0, /\\(#([0-9]+)\\)/, a) {print $0 " https://github.com/apache/pulsar/pull/" substr(a[0], 3, length(a[0])-3)}\'\necho "Check https://github.com/apache/pulsar/pulls?q=is:pr+$(echo "$PR_QUERY" | tr \' \' \'+\')"\n')),(0,r.yg)("p",null,"this produces an output such as:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"** Already picked but not tagged as cherry-picked **\n744b7af5fc4 [improve][broker] Support not retaining null-key message during topic compaction (#21578) (#21662) https://github.com/apache/pulsar/pull/21578\nb41013ba45c [improve][broker] defer the ownership checks if the owner is inactive (ExtensibleLoadManager) (#21857) https://github.com/apache/pulsar/pull/21857\na6fd517ee39 [improve][build] Add a default username in the image (#21695) https://github.com/apache/pulsar/pull/21695\nbbf6ddf9244 [fix] [client] Do no retrying for error subscription not found when disabled allowAutoSubscriptionCreation (#22078) https://github.com/apache/pulsar/pull/22078\n** Not cherry-picked from origin/master **\necd16d68e29 [fix][client] fix negative message re-delivery twice issue (#20750) https://github.com/apache/pulsar/pull/20750\n50007c343ad [fix][txn] Fix getting last message ID when there are ongoing transactions (#21466) https://github.com/apache/pulsar/pull/21466\ne81a20d667a [fix][broker] Avoid consumers receiving acknowledged messages from compacted topic after reconnection (#21187) https://github.com/apache/pulsar/pull/21187\n09559c5e661 [fix] [broker] Fix reader stuck when read from compacted topic with read compact mode disable (#21969) https://github.com/apache/pulsar/pull/21969\n48b4481969c [improve] [broker] Do not print an Error log when responding to `HTTP-404` when calling `Admin API` and the topic does not exist. (#21995) https://github.com/apache/pulsar/pull/21995\n861618a8120 [fix] [broker] Expire messages according to ledger close time to avoid client clock skew (#21940) https://github.com/apache/pulsar/pull/21940\n48c7e322fec [improve][admin] Expose the offload threshold in seconds to the amdin (#22101) https://github.com/apache/pulsar/pull/22101\n1c652f5519e [improve] [broker] Do not try to open ML when the topic meta does not exist and do not expect to create a new one. #21995 (#22004) https://github.com/apache/pulsar/pull/22004\n86079059890 [improve][broker] Cache the internal writer when sent to system topic. (#22099) https://github.com/apache/pulsar/pull/22099\n1b1cfb58f4e [fix] [broker] Enabling batch causes negative unackedMessages due to ack and delivery concurrency (#22090) https://github.com/apache/pulsar/pull/22090\n0c49cac105e [fix] [client] fix huge permits if acked a half batched message (#22091) https://github.com/apache/pulsar/pull/22091\n31ed115d0b5 [fix][sec] Add a check for the input time value (#22023) https://github.com/apache/pulsar/pull/22023\n30134966a18 [fix][test] fix test testSyncNormalPositionWhenTBRecover (#22120) https://github.com/apache/pulsar/pull/22120\n91de98ad456 [fix][test] Fix test testAsyncFunctionMaxPending (#22121) https://github.com/apache/pulsar/pull/22121\n")),(0,r.yg)("p",null,"It will speed up cherry-picking since you commit ids are there and there's also links to the PRs.\nA cherry-pick should be done in this order with ",(0,r.yg)("inlineCode",{parentName:"p"},"git cherry-pick -x COMMIT_ID"),".\nIt's possible that some dependent commits are necessary to be cherry-picked when you encounter a lot of merge conflicts in a case where they aren't expected."),(0,r.yg)("h3",{id:"update-project-version-and-tag"},"Update project version and tag"),(0,r.yg)("p",null,'During the release process, you are going to initially create "candidate" tags, that after verification and approval will get promoted to the "real" final tag.'),(0,r.yg)("p",null,"In this process, the maven version of the project will always be the final one."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'# Bump to the release version\ncd $PULSAR_PATH\n./src/set-project-version.sh $VERSION_WITHOUT_RC\n\n# Some version may not update the right parent version of `protobuf-shaded/pom.xml`, please double check it.\n\n# Commit\ngit commit -m "Release $VERSION_WITHOUT_RC" -a\n\n# Create a "candidate" tag\ngit tag -u $APACHE_USER@apache.org v$VERSION_RC -m "Release $VERSION_RC"\n\n# Verify that you signed your tag before pushing it:\ngit tag -v v$VERSION_RC\n\n# Push both the branch and the tag to Github repo\ngit push $UPSTREAM_REMOTE $VERSION_BRANCH\ngit push $UPSTREAM_REMOTE v$VERSION_RC\n')),(0,r.yg)("p",null,"If there's a need to restart the release with more commits, you can delete the tag."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"# only if you restart the release before it has been published for voting. Don't run this after that!\n# delete local tag\ngit tag -d v$VERSION_RC\n# delete tag in remote\ngit push $UPSTREAM_REMOTE :v$VERSION_RC\n")),(0,r.yg)("p",null,"For patch releases, the tag is like ",(0,r.yg)("inlineCode",{parentName:"p"},"2.3.1"),"."),(0,r.yg)("h3",{id:"build-release-artifacts"},"Build release artifacts"),(0,r.yg)("p",null,"Run the following command to build the artifacts:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"cd $PULSAR_PATH\nmvn clean install -DskipTests\n")),(0,r.yg)("p",null,"After the build, you should find the following tarballs, zip files, and the connectors directory with all the Pulsar IO nar files:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"distribution/server/target/apache-pulsar-2.X.0-bin.tar.gz")),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"distribution/offloaders/target/apache-pulsar-offloaders-2.X.0-bin.tar.gz")),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"distribution/shell/target/apache-pulsar-shell-2.X.0-bin.tar.gz")),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"distribution/shell/target/apache-pulsar-shell-2.X.0-bin.zip")),(0,r.yg)("li",{parentName:"ul"},"directory ",(0,r.yg)("inlineCode",{parentName:"li"},"distribution/io/target/apache-pulsar-io-connectors-2.X.0-bin"))),(0,r.yg)("admonition",{type:"note"},(0,r.yg)("p",{parentName:"admonition"},"The ",(0,r.yg)("em",{parentName:"p"},"apache-pulsar-shell")," artifacts are distributed beginning with release 2.11.0.")),(0,r.yg)("h3",{id:"check-licenses"},"Check licenses"),(0,r.yg)("p",null,"First, check that the ",(0,r.yg)("inlineCode",{parentName:"p"},"LICENSE")," and ",(0,r.yg)("inlineCode",{parentName:"p"},"NOTICE")," files cover all included jars for the bin package. You can use script to cross-validate ",(0,r.yg)("inlineCode",{parentName:"p"},"LICENSE")," file with included jars:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"cd $PULSAR_PATH\nsrc/check-binary-license.sh distribution/server/target/apache-pulsar-*-bin.tar.gz\n")),(0,r.yg)("p",null,"In some older branches, the script is called ",(0,r.yg)("inlineCode",{parentName:"p"},"src/check-binary-license")," instead of ",(0,r.yg)("inlineCode",{parentName:"p"},"src/check-binary-license.sh"),"."),(0,r.yg)("h3",{id:"create-and-publish-the-gpg-key-if-you-havent-already-done-this"},"Create and publish the GPG key if you haven't already done this"),(0,r.yg)("p",null,"If you haven't already done it, ",(0,r.yg)("a",{parentName:"p",href:"/contribute/create-gpg-keys"},"create and publish the GPG key"),". You will use the key to sign the release artifacts."),(0,r.yg)("p",null,"Before running the script below, make sure that the ",(0,r.yg)("inlineCode",{parentName:"p"},"<yourname>@apache.org")," code signing key is the default gpg signing key."),(0,r.yg)("p",null,"One way to ensure this is to create/edit file ",(0,r.yg)("inlineCode",{parentName:"p"},"~/.gnupg/gpg.conf")," and add a line:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"default-key <key fingerprint>\n")),(0,r.yg)("p",null,"... where ",(0,r.yg)("inlineCode",{parentName:"p"},"<key fingerprint>")," should be replaced with the private key fingerprint for the ",(0,r.yg)("inlineCode",{parentName:"p"},"<yourname>@apache.org")," key. The key fingerprint can be found in ",(0,r.yg)("inlineCode",{parentName:"p"},"gpg -K")," output."),(0,r.yg)("p",null,"This can be automated with this command:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'# KEY_ID is in short format, subset key id visible in gpg -K\nKEY_ID=$(gpg --list-keys --with-colons $APACHE_USER@apache.org | egrep "^pub" | awk -F: \'{print $5}\')\necho "default-key $KEY_ID" >> ~/.gnupg/gpg.conf\n')),(0,r.yg)("h3",{id:"sign-and-stage-the-artifacts-to-local-svn-directory"},"Sign and stage the artifacts to local SVN directory"),(0,r.yg)("p",null,"The src and bin artifacts need to be signed and finally uploaded to the dist SVN repository for staging. This step should not run inside the $PULSAR_PATH."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"# make sure to run svn mkdir commmand in a different dir(NOT IN $PULSAR_PATH).\nmkdir ~/pulsar-svn-release-$VERSION_RC\ncd ~/pulsar-svn-release-$VERSION_RC\n\n# create an empty directory in the SVN server\nsvn mkdir --username $APACHE_USER -m \"Add directory for pulsar $VERSION_RC release\" https://dist.apache.org/repos/dist/dev/pulsar/pulsar-$VERSION_RC\n# checkout the empty directory\nsvn co https://dist.apache.org/repos/dist/dev/pulsar/pulsar-$VERSION_RC\n# cd into the directory\ncd pulsar-$VERSION_RC\n\n# stage the release artifacts\n$PULSAR_PATH/src/stage-release.sh .\n\n# Please check the size of the files in the `pulsar-2.X.0-candidate-1`.\n# If you build the artifacts without a clean workspace, the `apache-pulsar-2.X.0-src.tar.gz` files\n# may be too large to be unable to upload.\nls -ltra\ndu -ms *\n\n# Verify the artifacts are correctly signed have correct checksums:\n( for i in **/*.(tar.gz|zip|nar); do echo $i; gpg --verify $i.asc $i || exit 1 ; done )\n( for i in **/*.(tar.gz|zip|nar); do echo $i; shasum -a 512 -c $i.sha512 || exit 1 ; done )\n\n# don't commit and upload yet, there's a separate step for handling that\n")),(0,r.yg)("h3",{id:"validate-the-release-files"},"Validate the release files"),(0,r.yg)("p",null,"Then use instructions in ",(0,r.yg)("a",{parentName:"p",href:"/contribute/validate-release-candidate"},"verifying release candidates")," page to do some sanity checks on the produced binary distributions."),(0,r.yg)("p",null," Make sure to run Apache RAT to verify the license headers in the src package:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"cd /tmp\ntar -xvzf ~/pulsar-svn-release-$VERSION_RC/pulsar-$VERSION_RC/apache-pulsar-*-src.tar.gz\ncd apache-pulsar-$VERSION_WITHOUT_RC-src\nmvn apache-rat:check\n")),(0,r.yg)("h3",{id:"commit-and-upload-the-staged-files-in-the-local-svn-directory-to-asf-svn-server"},"Commit and upload the staged files in the local SVN directory to ASF SVN server"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'cd  ~/pulsar-svn-release-$VERSION_RC/pulsar-$VERSION_RC\nsvn add *\nsvn ci -m "Staging artifacts and signature for Pulsar release $VERSION_RC"\n')),(0,r.yg)("h3",{id:"stage-maven-modules"},"Stage Maven modules"),(0,r.yg)("p",null,"Upload the artifacts to ASF Nexus:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'cd $PULSAR_PATH\n# Confirm if there are no other new dirs or files in the $PULSAR_PATH because all files in $PULSAR_PATH will be compressed and uploaded to ASF Nexus.\ngit status\n\n# add space before the "export APACHE_PASSWORD" so that the password doesn\'t get added to shell history\n export APACHE_PASSWORD="<MY_PASSWORD>"\nexport GPG_TTY=$(tty)\n# src/settings.xml from master branch to /tmp/mvn-apache-settings.xml since it\'s missing in some branches\ncurl -s -o /tmp/mvn-apache-settings.xml https://raw.githubusercontent.com/apache/pulsar/master/src/settings.xml\n# publish artifacts\nmvn deploy -DskipTests -Papache-release --settings /tmp/mvn-apache-settings.xml\n# publish org.apache.pulsar.tests:integration and it\'s parent pom org.apache.pulsar.tests:tests-parent\nmvn deploy -DskipTests -Papache-release --settings /tmp/mvn-apache-settings.xml -f tests/pom.xml -pl org.apache.pulsar.tests:tests-parent,org.apache.pulsar.tests:integration\n')),(0,r.yg)("admonition",{type:"note"},(0,r.yg)("p",{parentName:"admonition"},"The ",(0,r.yg)("inlineCode",{parentName:"p"},"GPG_TTY"),' environment variable must be set for all the following steps. Otherwise, some operations might fail by "gpg failed to sign the data".')),(0,r.yg)("p",null,"This will ask for the GPG key passphrase and then upload it to the staging repository."),(0,r.yg)("p",null,"Log in to the ASF Nexus repository at ",(0,r.yg)("a",{parentName:"p",href:"https://repository.apache.org"},"https://repository.apache.org")),(0,r.yg)("p",null,'Click on "Staging Repositories" on the left sidebar and then select the current Pulsar staging repo. This should be called something like ',(0,r.yg)("inlineCode",{parentName:"p"},"orgapachepulsar-XYZ"),"."),(0,r.yg)("p",null,'Add a version string such as "Apache Pulsar 3.0.4-candidate-1" to the clipboard with this command:'),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'printf "Apache Pulsar $VERSION_RC" |pbcopy\n')),(0,r.yg)("p",null,'Use the "Close" button to close the repository.'),(0,r.yg)("p",null,'Enter the version string in the description field before clicking "Confirm".'),(0,r.yg)("p",null,'This operation will take few minutes. Once complete click "Refresh" and now a link to the staging repository should be available, something like ',(0,r.yg)("a",{parentName:"p",href:"https://repository.apache.org/content/repositories/orgapachepulsar-XYZ"},"https://repository.apache.org/content/repositories/orgapachepulsar-XYZ")),(0,r.yg)("h3",{id:"stage-docker-images"},"Stage Docker images"),(0,r.yg)("p",null,"After that, the following images will be built and pushed to your own DockerHub account:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"pulsar"),(0,r.yg)("li",{parentName:"ul"},"pulsar-all")),(0,r.yg)("h4",{id:"release-before-pulsar-30"},"Release before Pulsar 3.0"),(0,r.yg)("p",null,"This is supported only on Intel platforms. On Mac Apple Silicon, you can run Linux amd64 in a virtual machine or a physical machine outside the Apple laptop and use ",(0,r.yg)("inlineCode",{parentName:"p"},"export DOCKER_HOST=tcp://x.x.x.x:port")," to use use the remote docker engine for building the docker image. Don't forward the TCP/IP connection over an unencrypted channel.\nYou can start a socket proxy with ",(0,r.yg)("inlineCode",{parentName:"p"},"socat TCP-LISTEN:2375,bind=0.0.0.0,reuseaddr,fork UNIX-CLIENT:/var/run/docker.sock")," inside the Linux Intel machine.\nFor running the Linux Intel VM on Mac Apple Silicon, you could use ",(0,r.yg)("inlineCode",{parentName:"p"},"limactl create --name=linux_amd64 --rosetta --arch x86_64")," to create a VM using ",(0,r.yg)("a",{parentName:"p",href:"https://lima-vm.io/"},"https://lima-vm.io/"),".\nHowever, it is simpler to do the release on a Linux arm64 / x86_64 VM directly."),(0,r.yg)("p",null,"Run the following commands on a Linux machine (or with Mac where DOCKER_HOST points to a Linux amd64/Intel machine):"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"cd $PULSAR_PATH/docker\n./build.sh\nDOCKER_USER=<your-username> DOCKER_PASSWORD=<your-password> DOCKER_ORG=<your-organization> ./publish.sh\n")),(0,r.yg)("h3",{id:"release-pulsar-30-and-later"},"Release Pulsar 3.0 and later"),(0,r.yg)("p",null,"If you are using a git worktree, the git hash won't get properly applied to the docker image tag.\nthe workaround is to replace the ",(0,r.yg)("inlineCode",{parentName:"p"},".git")," file in the directory with a symbolic link to the worktree git directory"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'# only when using git worktree\ncd $PULSAR_PATH\nif [[ -f .git ]]; then\n  REAL_GITDIR=$(cat .git |awk \'{ print $2 }\')\n  if [[ -d "$REAL_GITDIR" ]]; then\n    mv .git .git~\n    ln -s $REAL_GITDIR .git\n    echo "Workaround in place"\n  else\n    echo "Could find gitdir in .git file"\n  fi\nfi\n')),(0,r.yg)("p",null,"For creating and publishing the docker images, run the following commands:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"# ensure that you have the most recent base image locally\ndocker pull ubuntu:22.04\n\ncd $PULSAR_PATH\nDOCKER_USER=<your-dockerhub-username>\ndocker login -u $DOCKER_USER\nmvn install -DUBUNTU_MIRROR=http://azure.archive.ubuntu.com/ubuntu/ \\\n    -DskipTests \\\n    -Dmaven.gitcommitid.nativegit=true \\\n    -Pmain,docker -Pdocker-push \\\n    -Ddocker.platforms=linux/amd64,linux/arm64 \\\n    -Ddocker.organization=$DOCKER_USER \\\n    -pl docker/pulsar,docker/pulsar-all\n")),(0,r.yg)("h2",{id:"call-for-the-vote-to-release-a-version-based-on-the-release-candidate"},"Call for the vote to release a version based on the release candidate"),(0,r.yg)("p",null,"Start a voting thread on the dev mailing list. "),(0,r.yg)("p",null,"Here is a way to render the template for the voting email."),(0,r.yg)("p",null,"Set these shell variables"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'DOCKER_USER=<your-dockerhub-username>\nSTAGING_REPO="<enter staging repo from https://repository.apache.org/#stagingRepositories>"\nMY_NAME="Firstname Lastname"\nPREVIOUS_VERSION_WITHOUT_RC="3.0.3"\n')),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'echo "Go to https://hub.docker.com/r/$DOCKER_USER/pulsar/tags to find the layer URL for the pulsar image"\necho "Go to https://hub.docker.com/r/$DOCKER_USER/pulsar-all/tags to find the layer URL for the pulsar image"\n')),(0,r.yg)("p",null,"Set these additional shell variable after looking up the URLs"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'PULSAR_IMAGE_URL="<looked up in previous step>"\nPULSAR_ALL_IMAGE_URL="<looked up in previous step>"\n')),(0,r.yg)("p",null,"Set also these"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"PULSAR_IMAGE_NAME=\"$DOCKER_USER/pulsar:$VERSION_WITHOUT_RC-$(git rev-parse --short=7 v$VERSION_RC^{commit})\"\nPULSAR_ALL_IMAGE_NAME=\"$DOCKER_USER/pulsar-all:$VERSION_WITHOUT_RC-$(git rev-parse --short=7 v$VERSION_RC^{commit})\"\n# validate pulling, will take some time, you can skip this if you have a slow internet connection\ndocker pull $PULSAR_IMAGE_NAME\ndocker pull $PULSAR_ALL_IMAGE_NAME\n# check that images are about right, you can skip this if you have a slow internet connection\ndocker run --rm  $PULSAR_IMAGE_NAME bash -c 'ls /pulsar/lib'  |less\ndocker run --rm  $PULSAR_ALL_IMAGE_NAME bash -c 'ls /pulsar/lib'  |less\n")),(0,r.yg)("p",null,"Now you can render the template to the clipboard"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"tee >(pbcopy) <<EOF\nTo: dev@pulsar.apache.org\nSubject: [VOTE] Release Apache Pulsar $VERSION_WITHOUT_RC based on $VERSION_RC\n\nHello Apache Pulsar Community,\n\nThis is a call for the vote to release the Apache Pulsar version $VERSION_WITHOUT_RC based on $VERSION_RC.\n\nIncluded changes since the previous release:\nhttps://github.com/apache/pulsar/compare/v$PREVIOUS_VERSION_WITHOUT_RC...v$VERSION_RC\n\n*** Please download, test and vote on this release. This vote will stay open\nfor at least 72 hours ***\n\nOnly votes from PMC members are binding, but members of the community are\nencouraged to test the release and vote with \"(non-binding)\".\n\nNote that we are voting upon the source (tag), binaries are provided for\nconvenience.\n\nThe release candidate is available at:\nhttps://dist.apache.org/repos/dist/dev/pulsar/pulsar-$VERSION_RC/\n\nSHA-512 checksums:\n$(cat $HOME/pulsar-svn-release-$VERSION_RC/pulsar-$VERSION_RC/apache-pulsar-$VERSION_WITHOUT_RC-src.tar.gz.sha512 | sed 's|\\./||g')\n$(cat $HOME/pulsar-svn-release-$VERSION_RC/pulsar-$VERSION_RC/apache-pulsar-$VERSION_WITHOUT_RC-bin.tar.gz.sha512 | sed 's|\\./||g')\n\nMaven staging repo:\n$STAGING_REPO\n\nThe tag to be voted upon:\nv$VERSION_RC (commit $(git rev-parse v$VERSION_RC^{commit}))\nhttps://github.com/apache/pulsar/releases/tag/v$VERSION_RC\n\nPulsar's KEYS file containing PGP keys you use to sign the release:\nhttps://downloads.apache.org/pulsar/KEYS\n\nDocker images:\ndocker pull $PULSAR_IMAGE_NAME\n$PULSAR_IMAGE_URL\ndocker pull $PULSAR_ALL_IMAGE_NAME\n$PULSAR_ALL_IMAGE_URL\n\nPlease download the source package, and follow the README to build\nand run the Pulsar standalone service.\n\nMore advanced release validation instructions can be found at\nhttps://pulsar.apache.org/contribute/validate-release-candidate/\n\nThanks,\n\n$MY_NAME\nEOF\n")),(0,r.yg)("p",null,"The vote should be open for at least 72 hours (3 days). Votes from Pulsar PMC members will be considered binding, while anyone else is encouraged to verify the release and vote as well."),(0,r.yg)("p",null,"If the release is approved here with 3 +1 binding votes, you can then proceed to the next step. Otherwise, you should repeat the previous steps and prepare another release candidate to vote."),(0,r.yg)("h2",{id:"summarize-the-voting-for-the-release"},"Summarize the voting for the release"),(0,r.yg)("p",null,"Once the vote has been passed, you will need to send a result vote to ",(0,r.yg)("a",{parentName:"p",href:"mailto:dev@pulsar.apache.org"},"dev@pulsar.apache.org")," on the voting thread."),(0,r.yg)("p",null,"Message:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'tee >(pbcopy) <<EOF\nHello all,\n\nThe vote to release Apache Pulsar version ${VERSION_WITHOUT_RC} based on ${VERSION_RC} is now closed.\n\nThe vote PASSED with X binding "+1", Y non-binding "+1" and 0 "-1" votes:\n\n"+1" Binding votes:\n\n  - <name>\n\n"+1" Non-Binding votes:\n\n  - <name>\n\nI\'ll continue with the release process and the release announcement will follow shortly.\n\nThanks,\n<your name>\nEOF\n')),(0,r.yg)("h2",{id:"promote-the-release"},"Promote the release"),(0,r.yg)("p",null,"For commands below, you need to set the environment variables ",(0,r.yg)("inlineCode",{parentName:"p"},"VERSION_RC"),", ",(0,r.yg)("inlineCode",{parentName:"p"},"VERSION_WITHOUT_RC"),", ",(0,r.yg)("inlineCode",{parentName:"p"},"UPSTREAM_REMOTE")," and ",(0,r.yg)("inlineCode",{parentName:"p"},"APACHE_USER"),".\nPlease check the ",(0,r.yg)("a",{parentName:"p",href:"#env-vars"},"environment variables step")," for doing that."),(0,r.yg)("h3",{id:"publish-the-final-tag"},"Publish the final tag"),(0,r.yg)("p",null,"Create and push the final Git tag:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'git tag -u $APACHE_USER@apache.org v$VERSION_WITHOUT_RC v$VERSION_RC^{} -m "Release v$VERSION_WITHOUT_RC"\ngit push $UPSTREAM_REMOTE v$VERSION_WITHOUT_RC\n')),(0,r.yg)("h3",{id:"create-release-notes-in-github"},"Create release notes in GitHub"),(0,r.yg)("p",null,"Then, you can ",(0,r.yg)("a",{parentName:"p",href:"https://docs.github.com/en/repositories/releasing-projects-on-github/managing-releases-in-a-repository#creating-a-release"},"create a GitHub release")," based on the tag."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'# open this URL and create release notes by clicking "Create release from tag"\necho https://github.com/apache/pulsar/releases/tag/v${VERSION_WITHOUT_RC}\n\n# cherry-picked changes template\necho "[Cherry-picked changes](https://github.com/apache/pulsar/pulls?q=is%3Apr+is%3Amerged+label%3Arelease%2F${VERSION_WITHOUT_RC}+label%3Acherry-picked%2F${VERSION_BRANCH}+sort%3Acreated-asc)"\n')),(0,r.yg)("ol",null,(0,r.yg)("li",{parentName:"ol"},'Open the above URL in a browser and create release notes by clicking "Create release from tag".'),(0,r.yg)("li",{parentName:"ol"},'Find "Previous tag: auto" in the UI above the text box and choose the previous release there.'),(0,r.yg)("li",{parentName:"ol"},'Click "Generate release notes".'),(0,r.yg)("li",{parentName:"ol"},"Review the generated release notes."),(0,r.yg)("li",{parentName:"ol"},"Since changes are cherry-picked, you will have to include a link such as ",(0,r.yg)("a",{parentName:"li",href:"https://github.com/apache/pulsar/pulls?q=is%3Apr+is%3Amerged+label%3Arelease%2F2.11.4+label%3Acherry-picked%2Fbranch-2.11+sort%3Acreated-asc"},"Cherry-picked changes"),". There's a ",(0,r.yg)("a",{parentName:"li",href:"/contribute/release-note-guide"},"separate guide for generating automated release notes"),"."),(0,r.yg)("li",{parentName:"ol"},'Unselect "Set as the latest release" (that should be only selected for the actual latest release of Pulsar)'),(0,r.yg)("li",{parentName:"ol"},'Click "Publish release".')),(0,r.yg)("p",null,"The ",(0,r.yg)("a",{parentName:"p",href:"/contribute/release-note-guide"},"Writing release notes"),' guide should be followed to generate a proper release notes. That is covered in the "Update the document" section.'),(0,r.yg)("h3",{id:"release-the-artifacts-on-svn"},"Release the artifacts on SVN"),(0,r.yg)("p",null,"Promote the artifacts on the release SVN repo ",(0,r.yg)("a",{parentName:"p",href:"https://dist.apache.org/repos/dist/release"},"https://dist.apache.org/repos/dist/release"),". Note that this repo is limited to PMC members, You may need a PMC member's help if you are not one:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'svn move -m "Release Apache Pulsar $VERSION_WITHOUT_RC" \\\n  https://dist.apache.org/repos/dist/dev/pulsar/pulsar-$VERSION_RC \\\n  https://dist.apache.org/repos/dist/release/pulsar/pulsar-$VERSION_WITHOUT_RC\n')),(0,r.yg)("h3",{id:"release-maven-modules"},"Release Maven modules"),(0,r.yg)("p",null,"Promote the Maven staging repository for release. Login to ",(0,r.yg)("a",{parentName:"p",href:"https://repository.apache.org"},"https://repository.apache.org"),' and select the staging repository associated with the RC candidate that was approved.\nDouble check the staging repository name from the release vote email.\nSelect the repository and click on "Release". Artifacts will now be made available on Maven central.'),(0,r.yg)("h3",{id:"release-docker-images"},"Release Docker images"),(0,r.yg)("p",null,"This step is performed by a Apache Pulsar PMC member. Please request help from a PMC member for completing this step."),(0,r.yg)("p",null,(0,r.yg)("inlineCode",{parentName:"p"},"regctl")," from ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/regclient/regclient"},"regclient")," is needed for copying multi-arch images. Install with ",(0,r.yg)("inlineCode",{parentName:"p"},"brew install regclient")," or with ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/regclient/regclient/blob/main/docs/install.md"},"other installation options")," of regclient. The benefit of ",(0,r.yg)("inlineCode",{parentName:"p"},"regctl")," over using ",(0,r.yg)("inlineCode",{parentName:"p"},"docker pull/tag/push")," is that it will handle copying both ",(0,r.yg)("inlineCode",{parentName:"p"},"amd64")," and the ",(0,r.yg)("inlineCode",{parentName:"p"},"arm64")," image."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-bash"},"RELEASE_MANAGER_DOCKER_USER=otheruser\nCANDIDATE_TAG=$VERSION_WITHOUT_RC\n\nregctl image copy ${RELEASE_MANAGER_DOCKER_USER}/pulsar:${CANDIDATE_TAG} apachepulsar/pulsar:$VERSION_WITHOUT_RC\nregctl image copy ${RELEASE_MANAGER_DOCKER_USER}/pulsar-all:${CANDIDATE_TAG} apachepulsar/pulsar-all:$VERSION_WITHOUT_RC\n")),(0,r.yg)("p",null,"Go to check the result:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("a",{parentName:"li",href:"https://hub.docker.com/r/apachepulsar/pulsar/tags"},"https://hub.docker.com/r/apachepulsar/pulsar/tags")),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("a",{parentName:"li",href:"https://hub.docker.com/r/apachepulsar/pulsar-all/tags"},"https://hub.docker.com/r/apachepulsar/pulsar-all/tags"))),(0,r.yg)("p",null,"Ensure that newer than 3.x images support both amd64 and arm64. Older 2.x images should be amd64 only."),(0,r.yg)("admonition",{type:"caution"},(0,r.yg)("p",{parentName:"admonition"},"This step is for the latest release only.")),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre"},"regctl image copy apachepulsar/pulsar:$VERSION_WITHOUT_RC apachepulsar/pulsar:latest\nregctl image copy apachepulsar/pulsar-all:$VERSION_WITHOUT_RC apachepulsar/pulsar-all:latest\n")),(0,r.yg)("h3",{id:"release-helm-chart"},"Release Helm Chart"),(0,r.yg)("admonition",{type:"caution"},(0,r.yg)("p",{parentName:"admonition"},"This step is for the latest ",(0,r.yg)("em",{parentName:"p"},"LTS")," release only")),(0,r.yg)("ol",null,(0,r.yg)("li",{parentName:"ol"},"Bump the image version in the Helm Chart: ",(0,r.yg)("a",{parentName:"li",href:"https://github.com/apache/pulsar-helm-chart/blob/master/charts/pulsar/values.yaml"},"charts/pulsar/values.yaml")),(0,r.yg)("li",{parentName:"ol"},"Bump the chart version and ",(0,r.yg)("inlineCode",{parentName:"li"},"appVersion")," in the Helm Chart to the released version: ",(0,r.yg)("a",{parentName:"li",href:"https://github.com/apache/pulsar-helm-chart/blob/master/charts/pulsar/Chart.yaml"},"charts/pulsar/Chart.yaml")),(0,r.yg)("li",{parentName:"ol"},"Send a pull request for reviews and get it merged."),(0,r.yg)("li",{parentName:"ol"},"Once it is merged, the chart will be automatically released to GitHub releases at ",(0,r.yg)("a",{parentName:"li",href:"https://github.com/apache/pulsar-helm-chart"},"https://github.com/apache/pulsar-helm-chart")," and updated to ",(0,r.yg)("a",{parentName:"li",href:"https://pulsar.apache.org/charts/index.yaml"},"https://pulsar.apache.org/charts/index.yaml"),".")),(0,r.yg)("h3",{id:"release-homebrew-libpulsar-package"},"Release Homebrew libpulsar package"),(0,r.yg)("p",null,"For 2.8, 2.9 and 2.10 releases, you should release the libpulsar package on Homebrew."),(0,r.yg)("admonition",{type:"caution"},(0,r.yg)("p",{parentName:"admonition"},"The C++ client is now developing in a ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/pulsar-client-cpp"},"separated repo"),". You should check its own release guide if you're releasing version >= 3.0.0.")),(0,r.yg)("p",null,"Release a new version of libpulsar for Homebrew, You can follow the example ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/Homebrew/homebrew-core/pull/53514"},"here"),"."),(0,r.yg)("h3",{id:"release-python-client"},"Release Python client"),(0,r.yg)("p",null,"For 2.8, 2.9 and 2.10 releases, you should release the Python client."),(0,r.yg)("admonition",{type:"note"},(0,r.yg)("ol",{parentName:"admonition"},(0,r.yg)("li",{parentName:"ol"},"You need to create an account on PyPI: ",(0,r.yg)("a",{parentName:"li",href:"https://pypi.org/account/register/"},"https://pypi.org/account/register/")),(0,r.yg)("li",{parentName:"ol"},"Ask anyone that has been a release manager before to add you as a maintainer for pulsar-docker on PyPI"),(0,r.yg)("li",{parentName:"ol"},"Once you have completed the following steps in this section, you can check if the wheels are uploaded successfully in ",(0,r.yg)("a",{parentName:"li",href:"https://pypi.org/project/pulsar-client/#files"},"Download files"),". Remember to switch to the correct version in ",(0,r.yg)("a",{parentName:"li",href:"https://pypi.org/project/pulsar-client/#history"},"Release history"),"."))),(0,r.yg)("admonition",{type:"caution"},(0,r.yg)("p",{parentName:"admonition"},"Make sure you run following command at the release tag!")),(0,r.yg)("admonition",{type:"caution"},(0,r.yg)("p",{parentName:"admonition"},"The Python client is now developing in a ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/pulsar-client-python"},"separated repo"),". You should check its own release guide if you're releasing version >= 3.0.0.")),(0,r.yg)("h4",{id:"linux"},"Linux"),(0,r.yg)("p",null,"There is a script that builds and packages the Python client inside Docker images:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"pulsar-client-cpp/docker/build-wheels.sh\n")),(0,r.yg)("p",null,"The wheel files will be left under ",(0,r.yg)("inlineCode",{parentName:"p"},"pulsar-client-cpp/python/wheelhouse"),". Make sure all the files have ",(0,r.yg)("inlineCode",{parentName:"p"},"manylinux")," in the filenames. Otherwise, those files will not be able to upload to PyPI."),(0,r.yg)("p",null,"Run the following command to push the built wheel files:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"cd pulsar-client-cpp/python/wheelhouse\npip install twine\ntwine upload pulsar_client-*.whl\n")),(0,r.yg)("h4",{id:"macos"},"macOS"),(0,r.yg)("p",null,"There is a script that builds and packages the Python client inside Docker images:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"pulsar-client-cpp/python/build-mac-wheels.sh\n")),(0,r.yg)("p",null,"The wheel files will be generated at each platform directory under ",(0,r.yg)("inlineCode",{parentName:"p"},"pulsar-client-cpp/python/pkg/osx/"),". Then you can run ",(0,r.yg)("inlineCode",{parentName:"p"},"twin upload")," to upload those wheel files."),(0,r.yg)("h2",{id:"update-the-document"},"Update the document"),(0,r.yg)("h3",{id:"release-notes"},"Release notes"),(0,r.yg)("p",null,"This step is for every release. Read the specific guide for ",(0,r.yg)("a",{parentName:"p",href:"/contribute/release-note-guide"},"writing release notes"),"."),(0,r.yg)("h3",{id:"swagger-files"},"Swagger files"),(0,r.yg)("p",null,"This step is for every release."),(0,r.yg)("p",null,"First, build swagger files from apache/pulsar repo at the released tag:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"mvn -ntp install -Pcore-modules,swagger,-main -DskipTests -DskipSourceReleaseAssembly=true -Dspotbugs.skip=true -Dlicense.skip=true\nPULSAR_PATH=$(pwd)\n")),(0,r.yg)("p",null,"Now, run the following script from the main branch of apache/pulsar-site repo:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"cd tools/pytools\npoetry install\npoetry run bin/rest-apidoc-generator.py --master-path=$PULSAR_PATH --version=$VERSION_WITHOUT_RC\n")),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'# commit files\n# move to pulsar-site root\ncd ../..\ngit add -u\ngit add static/swagger/$VERSION_WITHOUT_RC\ngit commit -m "update rest-apidoc for $VERSION_WITHOUT_RC"\n')),(0,r.yg)("p",null,"Read more on the manual of ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/pulsar-site/tree/main/tools/pytools/README.md"},"pytools"),"."),(0,r.yg)("h3",{id:"javadoc"},"Javadoc"),(0,r.yg)("admonition",{type:"caution"},(0,r.yg)("p",{parentName:"admonition"},"This step is for feature releases only, unless you're sure that significant Javadoc fixes are made against the patch release.")),(0,r.yg)("p",null,"After publish Java libraries, run the following script from the main branch of apache/pulsar-site repo:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"cd tools/pytools\npoetry install\npoetry run bin/java-apidoc-generator.py $VERSION_WITHOUT_RC\n")),(0,r.yg)("p",null,"Once the docs are generated, you can add them and submit them in a PR. The expected doc output is:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"static/api/admin")),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"static/api/client")),(0,r.yg)("li",{parentName:"ul"},(0,r.yg)("inlineCode",{parentName:"li"},"static/api/pulsar-functions"))),(0,r.yg)("p",null,"Read more on the manual of ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/pulsar-site/tree/main/tools/pytools/README.md"},"pytools"),"."),(0,r.yg)("h3",{id:"reference"},"Reference"),(0,r.yg)("admonition",{type:"caution"},(0,r.yg)("p",{parentName:"admonition"},"This step is for feature releases only, unless you're sure that significant reference fixes are made against the patch release.")),(0,r.yg)("p",null,"You can generate references of config and command-line tool by running the following script from the main branch of apache/pulsar-site repo:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"# build Pulsar distributions under /path/to/pulsar-2.X.0\ncd tools/pytools\npoetry install\npoetry run bin/reference-doc-generator.py --master-path=$PULSAR_PATH --version=$VERSION_WITHOUT_RC\n")),(0,r.yg)("p",null,"Once the docs are generated, you can add them and submit them in a PR. The expected doc output is ",(0,r.yg)("inlineCode",{parentName:"p"},"static/reference/2.X.x")),(0,r.yg)("p",null,"Read more on the manual of ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/pulsar-site/tree/main/tools/pytools/README.md"},"pytools"),"."),(0,r.yg)("h2",{id:"update-docs-redirect"},"Update ",(0,r.yg)("inlineCode",{parentName:"h2"},"/docs")," redirect"),(0,r.yg)("p",null,(0,r.yg)("a",{parentName:"p",href:"https://pulsar.apache.org/docs"},"https://pulsar.apache.org/docs")," should redirect to the latest feature release documentation."),(0,r.yg)("p",null,"If you're working on a patch release for an older feature version of Pulsar, you can skip this step."),(0,r.yg)("p",null,"Otherwise, you should update the version in this file: ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/pulsar-site/blob/26671a6ce02ed529eb26072846aedf14e4ab31a5/static/.htaccess#L19"},"https://github.com/apache/pulsar-site/blob/26671a6ce02ed529eb26072846aedf14e4ab31a5/static/.htaccess#L19")),(0,r.yg)("h2",{id:"update-docs-version-list-dropdown"},"Update ",(0,r.yg)("inlineCode",{parentName:"h2"},"/docs")," version list dropdown"),(0,r.yg)("p",null,"The dropdown should have the following items:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"Next"),(0,r.yg)("li",{parentName:"ul"},"Active versions ",(0,r.yg)("a",{parentName:"li",href:"/contribute/release-policy/#supported-versions"},"still in support")),(0,r.yg)("li",{parentName:"ul"},"Others")),(0,r.yg)("p",null,"LTS versions should be labeled this way: ",(0,r.yg)("inlineCode",{parentName:"p"},"<version> LTS"),"."),(0,r.yg)("img",{alt:"docs version dropdown",src:"/img/version-dropdown.png",width:"320px"}),(0,r.yg)("p",null,"If you're working on a patch release for an older feature version of Pulsar, you can skip this step."),(0,r.yg)("p",null,"Otherwise, you should update the dropdown version list in this file: ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/pulsar-site/blob/main/src/theme/DocsVersionDropdownNavbarItem.js"},"https://github.com/apache/pulsar-site/blob/main/src/theme/DocsVersionDropdownNavbarItem.js")),(0,r.yg)("h2",{id:"announce-the-release"},"Announce the release"),(0,r.yg)("p",null,"Once the release artifacts are available in the Apache Mirrors and the website is updated, you need to announce the release. You should email to ",(0,r.yg)("a",{parentName:"p",href:"mailto:dev@pulsar.apache.org"},"dev@pulsar.apache.org"),", ",(0,r.yg)("a",{parentName:"p",href:"mailto:users@pulsar.apache.org"},"users@pulsar.apache.org"),", and ",(0,r.yg)("a",{parentName:"p",href:"mailto:announce@apache.org."},"announce@apache.org.")," Here is a sample content:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"tee >(pbcopy) <<EOF\nTo: dev@pulsar.apache.org, users@pulsar.apache.org, announce@apache.org\nSubject: [ANNOUNCE] Apache Pulsar $VERSION_WITHOUT_RC released\n\nThe Apache Pulsar team is proud to announce Apache Pulsar version $VERSION_WITHOUT_RC.\n\nPulsar is a highly scalable, low latency messaging platform running on\ncommodity hardware. It provides simple pub-sub semantics over topics,\nguaranteed at-least-once delivery of messages, automatic cursor management for\nsubscribers, and cross-datacenter replication.\n\nFor Pulsar release details and downloads, visit:\n\nhttps://pulsar.apache.org/download\n\nRelease Notes are at:\nhttps://pulsar.apache.org/release-notes/versioned/pulsar-$VERSION_WITHOUT_RC/\n\nWe would like to thank the contributors that made the release possible.\n\nRegards,\n\nThe Pulsar Team\nEOF\n")),(0,r.yg)("p",null,"Send the email in plain text mode since the ",(0,r.yg)("a",{parentName:"p",href:"mailto:announce@apache.org"},"announce@apache.org")," mailing list will reject messages with text/html content."),(0,r.yg)("p",null,'In Gmail, there\'s an option to set "Plain text mode" in the "\u22ee" menu.'),(0,r.yg)("h2",{id:"write-a-blog-post-optional"},"Write a blog post (optional)"),(0,r.yg)("p",null,"It is encouraged to write a blog post to summarize the features introduced in this release, especially for feature releases."),(0,r.yg)("p",null,"You can follow the example ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/pulsar/pull/2308"},"here"),". Be aware that the source of blog is moved to ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/pulsar-site/tree/main/blog"},"here"),"."),(0,r.yg)("h2",{id:"remove-old-releases"},"Remove old releases"),(0,r.yg)("p",null,"Remove the old releases (if any). You only need the latest release there, and older releases are available through the Apache archive:"),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"# Get the list of releases\nsvn ls https://dist.apache.org/repos/dist/release/pulsar\n\n# Delete each release (except for the last one)\nsvn rm https://dist.apache.org/repos/dist/release/pulsar/pulsar-3.X.X\n")),(0,r.yg)("h2",{id:"move-to-next-version-in-pomxml"},"Move to next version in pom.xml"),(0,r.yg)("h3",{id:"feature-releases-master-branch"},"Feature releases (master branch)"),(0,r.yg)("p",null,"You need to move the master version to the next iteration ",(0,r.yg)("inlineCode",{parentName:"p"},"Y")," (",(0,r.yg)("inlineCode",{parentName:"p"},"X + 1"),")."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},"git checkout master\n./src/set-project-version.sh 3.Y.0-SNAPSHOT\ngit commit -a -s -m \"[cleanup][build] Bumped version to 3.Y.0-SNAPSHOT'\n")),(0,r.yg)("p",null,"Since this needs to be merged into ",(0,r.yg)("inlineCode",{parentName:"p"},"master"),", you need to follow the regular process and create a Pull Request on GitHub."),(0,r.yg)("h3",{id:"for-maintenance-branches"},"For maintenance branches"),(0,r.yg)("p",null,"After the release process, you should bump the project version and append it with ",(0,r.yg)("inlineCode",{parentName:"p"},"-SNAPSHOT"),"."),(0,r.yg)("pre",null,(0,r.yg)("code",{parentName:"pre",className:"language-shell"},'./src/set-project-version.sh x.x.x-SNAPSHOT\ngit add -u\ngit commit -m "Bump version to next snapshot version"\n')))}u.isMDXComponent=!0}}]);
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This page provides step-by-step instructions on debugging Pulsar in standalone mode and debugging the source version of Apache Pulsar."),(0,a.yg)("h2",{id:"debugging-pulsar-in-standalone-mode"},"Debugging Pulsar in Standalone Mode"),(0,a.yg)("h3",{id:"download-and-extract-pulsar-binary-distribution"},"Download and Extract Pulsar Binary Distribution"),(0,a.yg)("p",null,"Download the binary distribution of the desired Pulsar release and extract it to a directory of your choice."),(0,a.yg)("h3",{id:"run-pulsar-in-standalone-mode-with-debugger-options"},"Run Pulsar in Standalone Mode with Debugger Options"),(0,a.yg)("p",null,"Navigate to the Pulsar directory and run the following command:"),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-bash"},'OPTS="-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005" ./bin/pulsar standalone -nss -nfw\n')),(0,a.yg)("admonition",{type:"note"},(0,a.yg)("p",{parentName:"admonition"},(0,a.yg)("inlineCode",{parentName:"p"},"suspend=n")," allows the process to start without waiting for the debugger to connect immediately. You can change ",(0,a.yg)("inlineCode",{parentName:"p"},"suspend=n")," to ",(0,a.yg)("inlineCode",{parentName:"p"},"suspend=y")," if you want the process to wait for the debugger to connect.")),(0,a.yg)("admonition",{type:"note"},(0,a.yg)("p",{parentName:"admonition"},"In your IDE, follow the instructions at ",(0,a.yg)("a",{parentName:"p",href:"/contribute/setup-ide"},"Setting up an IDE")," to configure your IDE for Pulsar development.")),(0,a.yg)("h2",{id:"configure-intellij-idea-for-remote-debugging"},"Configure IntelliJ IDEA for Remote Debugging"),(0,a.yg)("p",null,"First, Open Your Pulsar Project in IntelliJ IDEA:"),(0,a.yg)("ol",null,(0,a.yg)("li",{parentName:"ol"},"Open IntelliJ IDEA."),(0,a.yg)("li",{parentName:"ol"},"Go to ",(0,a.yg)("inlineCode",{parentName:"li"},"File > Open")," and navigate to your Pulsar project.")),(0,a.yg)("p",null,"Then, create a Remote Debugger Configuration:"),(0,a.yg)("ol",null,(0,a.yg)("li",{parentName:"ol"},"Open the ",(0,a.yg)("inlineCode",{parentName:"li"},"Run/Debug Configurations")," dialog by clicking on the dropdown near the top-right corner (next to the ",(0,a.yg)("inlineCode",{parentName:"li"},"Run/Debug")," button) and selecting ",(0,a.yg)("inlineCode",{parentName:"li"},"Edit Configurations"),"."),(0,a.yg)("li",{parentName:"ol"},"Click the ",(0,a.yg)("inlineCode",{parentName:"li"},"+")," button to add a new configuration and choose ",(0,a.yg)("inlineCode",{parentName:"li"},"Remote")," from the list."),(0,a.yg)("li",{parentName:"ol"},'Provide a name for your configuration (e.g., "Pulsar Remote Debugger"). '),(0,a.yg)("li",{parentName:"ol"},"Set ",(0,a.yg)("inlineCode",{parentName:"li"},"Debugger mode")," to ",(0,a.yg)("inlineCode",{parentName:"li"},"Attach to remote JVM"),"."),(0,a.yg)("li",{parentName:"ol"},"Set ",(0,a.yg)("inlineCode",{parentName:"li"},"Host")," to localhost or the IP address of the machine running Pulsar."),(0,a.yg)("li",{parentName:"ol"},"Set ",(0,a.yg)("inlineCode",{parentName:"li"},"Port")," to the same port number used in your Pulsar startup command (e.g., 5005)."),(0,a.yg)("li",{parentName:"ol"},"Click ",(0,a.yg)("inlineCode",{parentName:"li"},"Ok")," to save the configuration.")),(0,a.yg)("admonition",{type:"note"},(0,a.yg)("p",{parentName:"admonition"},"To reset the persistent state, you can remove data under the ",(0,a.yg)("inlineCode",{parentName:"p"},"data")," folder before starting, with: ",(0,a.yg)("inlineCode",{parentName:"p"},"rm -rf data"),".")),(0,a.yg)("h2",{id:"debugging-the-source-version-of-pulsar"},"Debugging the source version of Pulsar"),(0,a.yg)("p",null,"Clone and compile Pulsar from source code and run Pulsar in standalone mode with debugger options:"),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-bash"},'git clone https://github.com/apache/pulsar\ncd pulsar\nmvn -Pcore-modules,-main -T 1C install -DskipTests -Dspotbugs.skip=true\nOPTS="-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005" ./bin/pulsar standalone -nss -nfw\n')),(0,a.yg)("h2",{id:"debugging-pulsar-shell-and-pulsar-client"},"Debugging pulsar-shell and pulsar-client"),(0,a.yg)("pre",null,(0,a.yg)("code",{parentName:"pre",className:"language-bash"},'# For Pulsar-Shell\nOPTS="-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005" ./bin/pulsar-shell\n# For Pulsar-Client\n# Consumer\nOPTS="-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005" ./bin/pulsar-client consume -s sub apache/pulsar/test-topic -n 0  \n# Producer\nOPTS="-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005" ./bin/pulsar-client produce apache/pulsar/test-topic  -m "---------hello apache pulsar-------" -n 10\n')),(0,a.yg)("p",null,"Ensure that the debugger is configured in your IDE to connect to the specified port."),(0,a.yg)("p",null,"By following these steps, you can effectively debug both the standalone mode and the source version of Apache Pulsar, including pulsar-shell and pulsar-client processes."))}p.isMDXComponent=!0}}]);
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+"use strict";(self.webpackChunkwebsite_next=self.webpackChunkwebsite_next||[]).push([[14842],{15680:(e,n,a)=>{a.d(n,{xA:()=>u,yg:()=>m});var t=a(96540);function s(e,n,a){return n in e?Object.defineProperty(e,n,{value:a,enumerable:!0,configurable:!0,writable:!0}):e[n]=a,e}function l(e,n){var a=Object.keys(e);if(Object.getOwnPropertySymbols){var t=Object.getOwnPropertySymbols(e);n&&(t=t.filter((function(n){return Object.getOwnPropertyDescriptor(e,n).enumerable}))),a.push.apply(a,t)}return a}function r(e){for(var n=1;n<arguments.length;n++){var a=null!=arguments[n]?arguments[n]:{};n%2?l(Object(a),!0).forEach((function(n){s(e,n,a[n])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(a)):l(Object(a)).forEach((function(n){Object.defineProperty(e,n,Object.getOwnPropertyDescriptor(a,n))}))}return e}function o(e,n){if(null==e)return{};var a,t,s=function(e,n){if(null==e)return{};var a,t,s={},l=Object.keys(e);for(t=0;t<l.length;t++)a=l[t],n.indexOf(a)>=0||(s[a]=e[a]);return s}(e,n);if(Object.getOwnPropertySymbols){var l=Object.getOwnPropertySymbols(e);for(t=0;t<l.length;t++)a=l[t],n.indexOf(a)>=0||Object.prototype.propertyIsEnumerable.call(e,a)&&(s[a]=e[a])}return s}var i=t.createContext({}),c=function(e){var n=t.useContext(i),a=n;return e&&(a="function"==typeof e?e(n):r(r({},n),e)),a},u=function(e){var n=c(e.components);return t.createElement(i.Provider,{value:n},e.children)},p="mdxType",g={inlineCode:"code",wrapper:function(e){var n=e.children;return t.createElement(t.Fragment,{},n)}},d=t.forwardRef((function(e,n){var a=e.components,s=e.mdxType,l=e.originalType,i=e.parentName,u=o(e,["components","mdxType","originalType","parentName"]),p=c(a),d=s,m=p["".concat(i,".").concat(d)]||p[d]||g[d]||l;return a?t.createElement(m,r(r({ref:n},u),{},{components:a})):t.createElement(m,r({ref:n},u))}));function m(e,n){var a=arguments,s=n&&n.mdxType;if("string"==typeof e||s){var l=a.length,r=new Array(l);r[0]=d;var o={};for(var i in n)hasOwnProperty.call(n,i)&&(o[i]=n[i]);o.originalType=e,o[p]="string"==typeof e?e:s,r[1]=o;for(var c=2;c<l;c++)r[c]=a[c];return t.createElement.apply(null,r)}return t.createElement.apply(null,a)}d.displayName="MDXCreateElement"},90854:(e,n,a)=>{a.r(n),a.d(n,{assets:()=>i,contentTitle:()=>r,default:()=>g,frontMatter:()=>l,metadata:()=>o,toc:()=>c});var t=a(58168),s=(a(96540),a(15680));const l={id:"validate-release-candidate",title:"Verifying release candidates"},r=void 0,o={unversionedId:"validate-release-candidate",id:"validate-release-candidate",title:"Verifying release candidates",description:"This page contains manual instructions for reviewing and verifying a release candidate.",source:"@site/contribute/validate-release-candidate.md",sourceDirName:".",slug:"/validate-release-candidate",permalink:"/contribute/validate-release-candidate",draft:!1,editUrl:"https://github.com/apache/pulsar-site/edit/main/contribute/validate-release-candidate.md",tags:[],version:"current",lastUpdatedBy:"Dragos Misca",lastUpdatedAt:1715039462,formattedLastUpdatedAt:"May 6, 2024",frontMatter:{id:"validate-release-candidate",title:"Verifying release candidates"},sidebar:"sidebarDevelopment",previous:{title:"Writing release notes",permalink:"/contribute/release-note-guide"},next:{title:"How to become a core developer",permalink:"/contribute/become-core-developer"}},i={},c=[{value:"Validate the binary distribution",id:"validate-the-binary-distribution",level:2},{value:"Download And Verify the binary distributions",id:"download-and-verify-the-binary-distributions",level:3},{value:"Download And Verify the source tarball",id:"download-and-verify-the-source-tarball",level:3},{value:"Validate Pub/Sub and Java Functions",id:"validate-pubsub-and-java-functions",level:3},{value:"Standalone service",id:"standalone-service",level:4},{value:"Functions",id:"functions",level:4},{value:"Validate Connectors",id:"validate-connectors",level:3},{value:"Validate Stateful Functions",id:"validate-stateful-functions",level:3}],u={toc:c},p="wrapper";function g(e){let{components:n,...a}=e;return(0,s.yg)(p,(0,t.A)({},u,a,{components:n,mdxType:"MDXLayout"}),(0,s.yg)("p",null,"This page contains manual instructions for reviewing and verifying a release candidate."),(0,s.yg)("h2",{id:"validate-the-binary-distribution"},"Validate the binary distribution"),(0,s.yg)("admonition",{type:"note"},(0,s.yg)("p",{parentName:"admonition"},"There's a bash script ",(0,s.yg)("a",{parentName:"p",href:"https://github.com/lhotari/pulsar-contributor-toolbox/blob/master/scripts/validate_pulsar_release.sh"},"validate_pulsar_release.sh")," available for assisting in semi-automated validation for the following steps.")),(0,s.yg)("h3",{id:"download-and-verify-the-binary-distributions"},"Download And Verify the binary distributions"),(0,s.yg)("p",null,"Download the server distribution ",(0,s.yg)("inlineCode",{parentName:"p"},"apache-pulsar-<release>-bin.tar.gz")," and extract it. The extracted files are in a directory called ",(0,s.yg)("inlineCode",{parentName:"p"},"apache-pulsar-<release>"),". All the operations below happen within that directory:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"cd apache-pulsar-<release>\n")),(0,s.yg)("p",null,"Check the bookkeeper libs are complied on Linux:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"unzip -t ./lib/org.apache.bookkeeper-circe-checksum-*.jar | grep lib\nunzip -t ./lib/org.apache.bookkeeper-cpu-affinity-*.jar | grep lib\n")),(0,s.yg)("p",null,"The output should look like:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"testing: lib/                     OK\ntesting: lib/libcirce-checksum.so   OK\ntesting: lib/                     OK\ntesting: lib/libcpu-affinity.so   OK\n")),(0,s.yg)("p",null,"Download the Cassandra connector:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"mkdir connectors\nmv pulsar-io-cassandra-<release>.nar connectors\n")),(0,s.yg)("p",null,"Download the ",(0,s.yg)("inlineCode",{parentName:"p"},"*.asc")," file and verify the GPG signature:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-bash"},"gpg --verify apache-pulsar-<release>-bin.tar.gz.asc\n")),(0,s.yg)("h3",{id:"download-and-verify-the-source-tarball"},"Download And Verify the source tarball"),(0,s.yg)("p",null,"Before you start to validate the source tarball, make sure you have installed these software:"),(0,s.yg)("ul",null,(0,s.yg)("li",{parentName:"ul"},"JDK 17 (for Pulsar version >= 2.11) or JDK 11 (for earlier versions)"),(0,s.yg)("li",{parentName:"ul"},"Maven 3.8.6 or later")),(0,s.yg)("p",null,"Download the source tarball and extract it. The extracted files are in a directory called ",(0,s.yg)("inlineCode",{parentName:"p"},"apache-pulsar-<release>-src")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"cd apache-pulsar-<release>-src\nmvn clean install -DskipTests\n")),(0,s.yg)("h3",{id:"validate-pubsub-and-java-functions"},"Validate Pub/Sub and Java Functions"),(0,s.yg)("h4",{id:"standalone-service"},"Standalone service"),(0,s.yg)("p",null,"Open a terminal to start a standalone service:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"PULSAR_STANDALONE_USE_ZOOKEEPER=1 bin/pulsar standalone\n")),(0,s.yg)("p",null,"When you start a standalone cluster, there are a few things to check."),(0,s.yg)("ol",null,(0,s.yg)("li",{parentName:"ol"},"The standalone cluster is able to locate all the connectors. The following logging information should be displayed.")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-text"},"Found connector ConnectorDefinition(name=kinesis, description=Kinesis sink connector, sourceClass=null, sinkClass=org.apache.pulsar.io.kinesis.KinesisSink) from /Users/sijie/tmp/apache-pulsar-2.1.0-incubating/./connectors/pulsar-io-kinesis-2.1.0-incubating.nar\n...\nFound connector ConnectorDefinition(name=cassandra, description=Writes data into Cassandra, sourceClass=null, sinkClass=org.apache.pulsar.io.cassandra.CassandraStringSink) from /Users/sijie/tmp/apache-pulsar-2.1.0-incubating/./connectors/pulsar-io-cassandra-2.1.0-incubating.nar\n...\nFound connector ConnectorDefinition(name=aerospike, description=Aerospike database sink, sourceClass=null, sinkClass=org.apache.pulsar.io.aerospike.AerospikeStringSink) from /Users/sijie/tmp/apache-pulsar-2.1.0-incubating/./connectors/pulsar-io-aerospike-2.1.0-incubating.nar\n")),(0,s.yg)("ol",{start:2},(0,s.yg)("li",{parentName:"ol"},"(since Pulsar 2.1 release) The standalone starts bookkeeper table service. The output is similar as follows:")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-text"},"12:12:26.099 [main] INFO  org.apache.pulsar.zookeeper.LocalBookkeeperEnsemble - 'default' namespace for table service : namespace_name: \"default\"\ndefault_stream_conf {\n  key_type: HASH\n  min_num_ranges: 24\n  initial_num_ranges: 24\n  split_policy {\n    fixed_range_policy {\n      num_ranges: 2\n    }\n  }\n  rolling_policy {\n    size_policy {\n      max_segment_size: 134217728\n    }\n  }\n  retention_policy {\n    time_policy {\n      retention_minutes: -1\n    }\n  }\n}\n")),(0,s.yg)("ol",{start:3},(0,s.yg)("li",{parentName:"ol"},"Functions worker is started correctly. The output is similar as follows:")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-text"},'14:28:24.101 [main] INFO  org.apache.pulsar.functions.worker.WorkerService - Starting worker c-standalone-fw-localhost-8080...\n14:28:24.907 [main] INFO  org.apache.pulsar.functions.worker.WorkerService - Worker Configs: {\n  "workerId" : "c-standalone-fw-localhost-8080",\n  "workerHostname" : "localhost",\n  "workerPort" : 8080,\n  "workerPortTls" : 6751,\n  "jvmGCMetricsLoggerClassName" : null,\n  "numHttpServerThreads" : 8,\n  "connectorsDirectory" : "./connectors",\n  "functionMetadataTopicName" : "metadata",\n  "functionWebServiceUrl" : null,\n  "pulsarServiceUrl" : "pulsar://127.0.0.1:6650",\n  "pulsarWebServiceUrl" : "http://127.0.0.1:8080",\n  "clusterCoordinationTopicName" : "coordinate",\n  "pulsarFunctionsNamespace" : "public/functions",\n  "pulsarFunctionsCluster" : "standalone",\n  "numFunctionPackageReplicas" : 1,\n  "downloadDirectory" : "/tmp/pulsar_functions",\n  "stateStorageServiceUrl" : "bk://127.0.0.1:4181",\n  "functionAssignmentTopicName" : "assignments",\n  "schedulerClassName" : "org.apache.pulsar.functions.worker.scheduler.RoundRobinScheduler",\n  "failureCheckFreqMs" : 30000,\n  "rescheduleTimeoutMs" : 60000,\n  "initialBrokerReconnectMaxRetries" : 60,\n  "assignmentWriteMaxRetries" : 60,\n  "instanceLivenessCheckFreqMs" : 30000,\n  "clientAuthenticationPlugin" : null,\n  "clientAuthenticationParameters" : null,\n  "topicCompactionFrequencySec" : 1800,\n  "tlsEnabled" : true,\n  "tlsCertificateFilePath" : null,\n  "tlsKeyFilePath" : null,\n  "tlsTrustCertsFilePath" : null,\n  "tlsAllowInsecureConnection" : false,\n  "tlsRequireTrustedClientCertOnConnect" : false,\n  "useTls" : false,\n  "tlsHostnameVerificationEnable" : false,\n  "authenticationEnabled" : false,\n  "authenticationProviders" : null,\n  "authorizationEnabled" : false,\n  "superUserRoles" : null,\n  "properties" : { },\n  "threadContainerFactory" : null,\n  "processContainerFactory" : {\n    "javaInstanceJarLocation" : null,\n    "pythonInstanceLocation" : null,\n    "logDirectory" : null,\n    "extraFunctionDependenciesDir" : null\n  },\n  "kubernetesContainerFactory" : null,\n  "secretsProviderConfiguratorClassName" : null,\n  "secretsProviderConfiguratorConfig" : null,\n  "functionInstanceMinResources" : null,\n  "workerWebAddress" : "http://localhost:8080",\n  "functionMetadataTopic" : "persistent://public/functions/metadata",\n  "clusterCoordinationTopic" : "persistent://public/functions/coordinate",\n  "functionAssignmentTopic" : "persistent://public/functions/assignments"\n}\n')),(0,s.yg)("ol",{start:4},(0,s.yg)("li",{parentName:"ol"},"Do sanity check before moving to the next step.")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},'# check pulsar binary port is listened correctly\nnetstat -an | grep 6650 | grep LISTEN\n\n# check function cluster\ncurl -s http://localhost:8080/admin/v2/worker/cluster\n# example output:\n# [{"workerId":"c-standalone-fw-localhost-6750","workerHostname":"localhost","port":6750}]\n\n# check brokers\ncurl -s http://localhost:8080/admin/v2/namespaces/public\n# example outoupt:\n# ["public/default","public/functions"]\n\n# check connectors\ncurl -s http://localhost:8080/admin/v2/functions/connectors\n# example output:\n# [{"name":"aerospike","description":"Aerospike database sink","sinkClass":"org.apache.pulsar.io.aerospike.AerospikeStringSink"},{"name":"cassandra","description":"Writes data into Cassandra","sinkClass":"org.apache.pulsar.io.cassandra.CassandraStringSink"},{"name":"kafka","description":"Kafka source and sink connector","sourceClass":"org.apache.pulsar.io.kafka.KafkaStringSource","sinkClass":"org.apache.pulsar.io.kafka.KafkaStringSink"},{"name":"kinesis","description":"Kinesis sink connector","sinkClass":"org.apache.pulsar.io.kinesis.KinesisSink"},{"name":"rabbitmq","description":"RabbitMQ source connector","sourceClass":"org.apache.pulsar.io.rabbitmq.RabbitMQSource"},{"name":"twitter","description":"Ingest data from Twitter firehose","sourceClass":"org.apache.pulsar.io.twitter.TwitterFireHose"}]\n\n# check table services (Skip this step on 2.11.x or later)\nnc -vz4 localhost 4181\n')),(0,s.yg)("h4",{id:"functions"},"Functions"),(0,s.yg)("p",null,"Open another terminal to submit a Java Exclamation function."),(0,s.yg)("ol",null,(0,s.yg)("li",{parentName:"ol"},"Create tenant and namespace:")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"bin/pulsar-admin tenants create test\nbin/pulsar-admin namespaces create test/test-namespace\n")),(0,s.yg)("ol",{start:2},(0,s.yg)("li",{parentName:"ol"},"Create function.")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"bin/pulsar-admin functions create --function-config-file examples/example-function-config.yaml --jar examples/api-examples.jar\n")),(0,s.yg)("p",null,"The following information is returned: ",(0,s.yg)("inlineCode",{parentName:"p"},"Created Successfully"),"."),(0,s.yg)("ol",{start:3},(0,s.yg)("li",{parentName:"ol"},"At the same terminal as step 2, retrieve the function configuration.")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"bin/pulsar-admin functions get --tenant test --namespace test-namespace --name example\n")),(0,s.yg)("p",null,"The output is similar as follows:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-json"},'{\n  "tenant": "test",\n  "namespace": "test-namespace",\n  "name": "example",\n  "className": "org.apache.pulsar.functions.api.examples.ExclamationFunction",\n  "userConfig": "{\\"PublishTopic\\":\\"test_result\\"}",\n  "autoAck": true,\n  "parallelism": 1,\n  "source": {\n    "topicsToSerDeClassName": {\n      "test_src": ""\n    },\n    "typeClassName": "java.lang.String"\n  },\n  "sink": {\n    "topic": "test_result",\n    "typeClassName": "java.lang.String"\n  },\n  "resources": {}\n}\n')),(0,s.yg)("ol",{start:4},(0,s.yg)("li",{parentName:"ol"},"At the same terminal as step 3, retrieve the function status.")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"bin/pulsar-admin functions status --tenant test --namespace test-namespace --name example\n")),(0,s.yg)("p",null,"The output is similar as follows:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-json"},'{\n  "numInstances" : 1,\n  "numRunning" : 1,\n  "instances" : [ {\n    "instanceId" : 0,\n    "status" : {\n      "running" : true,\n      "error" : "",\n      "numRestarts" : 0,\n      "numReceived" : 0,\n      "numSuccessfullyProcessed" : 0,\n      "numUserExceptions" : 0,\n      "latestUserExceptions" : [ ],\n      "numSystemExceptions" : 0,\n      "latestSystemExceptions" : [ ],\n      "averageLatency" : 0.0,\n      "lastInvocationTime" : 0,\n      "workerId" : "c-standalone-fw-localhost-8080"\n    }\n  } ]\n}\n')),(0,s.yg)("ol",{start:5},(0,s.yg)("li",{parentName:"ol"},"At the same terminal as step 4, subscribe the output topic ",(0,s.yg)("inlineCode",{parentName:"li"},"test_result"),".")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"bin/pulsar-client consume -s test-sub -n 0 test_result\n")),(0,s.yg)("ol",{start:6},(0,s.yg)("li",{parentName:"ol"},"Open a new terminal to produce messages into the input topic ",(0,s.yg)("inlineCode",{parentName:"li"},"test_src"),".")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},'bin/pulsar-client produce -m "test-messages-`date`" -n 10 test_src\n')),(0,s.yg)("ol",{start:7},(0,s.yg)("li",{parentName:"ol"},"At the terminal of step 5, the messages produced by the Exclamation function is returned. The output is similar as follows:")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-text"},"----- got message -----\ntest-messages-Thu Jul 19 11:59:15 PDT 2018!\n----- got message -----\ntest-messages-Thu Jul 19 11:59:15 PDT 2018!\n----- got message -----\ntest-messages-Thu Jul 19 11:59:15 PDT 2018!\n----- got message -----\ntest-messages-Thu Jul 19 11:59:15 PDT 2018!\n----- got message -----\ntest-messages-Thu Jul 19 11:59:15 PDT 2018!\n----- got message -----\ntest-messages-Thu Jul 19 11:59:15 PDT 2018!\n----- got message -----\ntest-messages-Thu Jul 19 11:59:15 PDT 2018!\n----- got message -----\ntest-messages-Thu Jul 19 11:59:15 PDT 2018!\n----- got message -----\ntest-messages-Thu Jul 19 11:59:15 PDT 2018!\n----- got message -----\ntest-messages-Thu Jul 19 11:59:15 PDT 2018!\n")),(0,s.yg)("h3",{id:"validate-connectors"},"Validate Connectors"),(0,s.yg)("admonition",{type:"note"},(0,s.yg)("p",{parentName:"admonition"},"Make sure you have docker available at your laptop. If you haven't installed docker, you can skip this section.")),(0,s.yg)("ol",null,(0,s.yg)("li",{parentName:"ol"},"Set up a cassandra cluster.")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"docker run -d --rm  --name=cassandra -p 9042:9042 cassandra:3.11\n")),(0,s.yg)("p",null,"Make sure that the cassandra cluster is running."),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"# run docker ps to find the docker process for cassandra\ndocker ps\n")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"# check if the cassandra is running as expected\ndocker logs cassandra\n")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"# check the cluster status\ndocker exec cassandra nodetool status\n\n# Datacenter: datacenter1\n# =======================\n# Status=Up/Down\n# |/ State=Normal/Leaving/Joining/Moving\n# --  Address     Load       Tokens       Owns (effective)  Host ID                               Rack\n# UN  172.17.0.2  103.67 KiB  256          100.0%            af0e4b2f-84e0-4f0b-bb14-bd5f9070ff26  rack1\n")),(0,s.yg)("ol",{start:2},(0,s.yg)("li",{parentName:"ol"},"Create keyspace and table.")),(0,s.yg)("p",null,"Run ",(0,s.yg)("inlineCode",{parentName:"p"},"cqlsh"),":"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"docker exec -ti cassandra cqlsh localhost\n")),(0,s.yg)("p",null,"In the cqlsh, create the ",(0,s.yg)("inlineCode",{parentName:"p"},"pulsar_test_keyspace")," keyspace and the ",(0,s.yg)("inlineCode",{parentName:"p"},"pulsar_test_table")," table."),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-text"},"cqlsh> CREATE KEYSPACE pulsar_test_keyspace WITH replication = {'class':'SimpleStrategy', 'replication_factor':1};\ncqlsh> USE pulsar_test_keyspace;\ncqlsh:pulsar_test_keyspace> CREATE TABLE pulsar_test_table (key text PRIMARY KEY, col text);\ncqlsh:pulsar_test_keyspace> exit\n")),(0,s.yg)("ol",{start:3},(0,s.yg)("li",{parentName:"ol"},"Prepare a cassandra sink yaml file and put it under examples directory as ",(0,s.yg)("inlineCode",{parentName:"li"},"cassandra-sink.yml"),".")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"vim examples/cassandra-sink.yml\n")),(0,s.yg)("p",null,"The content should be:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-yaml"},'configs:\n    roots: "localhost:9042"\n    keyspace: "pulsar_test_keyspace"\n    columnFamily: "pulsar_test_table"\n    keyname: "key"\n    columnName: "col"\n')),(0,s.yg)("ol",{start:4},(0,s.yg)("li",{parentName:"ol"},"Submit a cassandra sink.")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},'bin/pulsar-admin sink create --tenant public --namespace default --name cassandra-test-sink --sink-type cassandra --sink-config-file examples/cassandra-sink.yml --inputs test_cassandra\n# "Created successfully"\n')),(0,s.yg)("p",null,"Get the sink info:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"bin/pulsar-admin sink get --tenant public --namespace default --name cassandra-test-sink\n")),(0,s.yg)("p",null,"The output is similar as follows:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-json"},'{\n  "tenant": "public",\n  "namespace": "default",\n  "name": "cassandra-test-sink",\n  "className": "org.apache.pulsar.io.cassandra.CassandraStringSink",\n  "inputSpecs": {\n    "test_cassandra": {\n      "isRegexPattern": false\n    }\n  },\n  "configs": {\n    "roots": "localhost:9042",\n    "keyspace": "pulsar_test_keyspace",\n    "columnFamily": "pulsar_test_table",\n    "keyname": "key",\n    "columnName": "col"\n  },\n  "parallelism": 1,\n  "processingGuarantees": "ATLEAST_ONCE",\n  "retainOrdering": false,\n  "autoAck": true,\n  "archive": "builtin://cassandra"\n}\n')),(0,s.yg)("p",null,"Get the running status:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"bin/pulsar-admin sink status --tenant public --namespace default --name cassandra-test-sink\n")),(0,s.yg)("p",null,"The output is similar as follows:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-json"},'{\n  "numInstances" : 1,\n  "numRunning" : 1,\n  "instances" : [ {\n    "instanceId" : 0,\n    "status" : {\n      "running" : true,\n      "error" : "",\n      "numRestarts" : 0,\n      "numReadFromPulsar" : 0,\n      "numSystemExceptions" : 0,\n      "latestSystemExceptions" : [ ],\n      "numSinkExceptions" : 0,\n      "latestSinkExceptions" : [ ],\n      "numWrittenToSink" : 0,\n      "lastReceivedTime" : 0,\n      "workerId" : "c-standalone-fw-localhost-8080"\n    }\n  } ]\n}\n')),(0,s.yg)("ol",{start:5},(0,s.yg)("li",{parentName:"ol"},"Produce messages to the source topic.")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},'for i in {0..10}; do bin/pulsar-client produce -m "key-$i" -n 1 test_cassandra; done\n')),(0,s.yg)("ol",{start:6},(0,s.yg)("li",{parentName:"ol"},"Check the sink status, and 11 messages are processed.")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"bin/pulsar-admin sink status --tenant public --namespace default --name cassandra-test-sink\n")),(0,s.yg)("p",null,"The output is similar as follows:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-json"},'{\n  "numInstances" : 1,\n  "numRunning" : 1,\n  "instances" : [ {\n    "instanceId" : 0,\n    "status" : {\n      "running" : true,\n      "error" : "",\n      "numRestarts" : 0,\n      "numReadFromPulsar" : 11,\n      "numSystemExceptions" : 0,\n      "latestSystemExceptions" : [ ],\n      "numSinkExceptions" : 0,\n      "latestSinkExceptions" : [ ],\n      "numWrittenToSink" : 11,\n      "lastReceivedTime" : 1554833501277,\n      "workerId" : "c-standalone-fw-localhost-8080"\n    }\n  } ]\n}\n')),(0,s.yg)("ol",{start:7},(0,s.yg)("li",{parentName:"ol"},"Check results in cassandra.")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"docker exec -ti cassandra cqlsh localhost\n")),(0,s.yg)("p",null,"In the cqlsh session:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-text"},"cqlsh> use pulsar_test_keyspace;\ncqlsh:pulsar_test_keyspace> select * from pulsar_test_table;\n\n key    | col\n--------+--------\n  key-5 |  key-5\n  key-0 |  key-0\n  key-9 |  key-9\n  key-2 |  key-2\n  key-1 |  key-1\n  key-3 |  key-3\n  key-6 |  key-6\n  key-7 |  key-7\n  key-4 |  key-4\n  key-8 |  key-8\n key-10 | key-10\n\n(11 rows)\ncqlsh:pulsar_test_keyspace> exit\n")),(0,s.yg)("ol",{start:8},(0,s.yg)("li",{parentName:"ol"},"Delete the sink.")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},'bin/pulsar-admin sink delete --tenant public --namespace default --name cassandra-test-sink\n# "Deleted successfully"\n')),(0,s.yg)("ol",{start:9},(0,s.yg)("li",{parentName:"ol"},"Stop the Cassandra container")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"docker stop cassandra\n")),(0,s.yg)("h3",{id:"validate-stateful-functions"},"Validate Stateful Functions"),(0,s.yg)("p",null,"Since Pulsar 2.1 release, Pulsar enables bookkeeper table service for stateful Pulsar functions (as a developer preview)."),(0,s.yg)("p",null,"The following are instructions to validate counter functions."),(0,s.yg)("ol",null,(0,s.yg)("li",{parentName:"ol"},"Create a wordcount function.")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},'bin/pulsar-admin functions create --function-config-file examples/example-function-config.yaml --jar examples/api-examples.jar --name word_count --className org.apache.pulsar.functions.api.examples.WordCountFunction --inputs test_wordcount_src --output test_wordcount_dest\n# "Created successfully"\n')),(0,s.yg)("ol",{start:2},(0,s.yg)("li",{parentName:"ol"},"Get function information and status.")),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"bin/pulsar-admin functions get --tenant test --namespace test-namespace --name word_count\n")),(0,s.yg)("p",null,"The output is similar as follows:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-json"},'{\n  "tenant": "test",\n  "namespace": "test-namespace",\n  "name": "word_count",\n  "className": "org.apache.pulsar.functions.api.examples.WordCountFunction",\n  "inputSpecs": {\n    "test_wordcount_src": {\n      "isRegexPattern": false\n    }\n  },\n  "output": "test_wordcount_dest",\n  "processingGuarantees": "ATLEAST_ONCE",\n  "retainOrdering": false,\n  "userConfig": {\n    "PublishTopic": "test_result"\n  },\n  "runtime": "JAVA",\n  "autoAck": true,\n  "parallelism": 1,\n  "resources": {\n    "cpu": 1.0,\n    "ram": 1073741824,\n    "disk": 10737418240\n  },\n  "cleanupSubscription": true\n}\n')),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"bin/pulsar-admin functions status --tenant test --namespace test-namespace --name word_count\n")),(0,s.yg)("p",null,"The output is similar as follows:"),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-json"},'{\n  "numInstances" : 1,\n  "numRunning" : 1,\n  "instances" : [ {\n    "instanceId" : 0,\n    "status" : {\n      "running" : true,\n      "error" : "",\n      "numRestarts" : 0,\n      "numReceived" : 0,\n      "numSuccessfullyProcessed" : 0,\n      "numUserExceptions" : 0,\n      "latestUserExceptions" : [ ],\n      "numSystemExceptions" : 0,\n      "latestSystemExceptions" : [ ],\n      "averageLatency" : 0.0,\n      "lastInvocationTime" : 0,\n      "workerId" : "c-standalone-fw-localhost-8080"\n    }\n  } ]\n}\n')),(0,s.yg)("ol",{start:3},(0,s.yg)("li",{parentName:"ol"},'Query the state table for the function: watching on a key called "hello"')),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},"bin/pulsar-admin functions querystate --tenant test --namespace test-namespace --name word_count -k hello -w\n# key 'hello' doesn't exist.\n# key 'hello' doesn't exist.\n# key 'hello' doesn't exist\n")),(0,s.yg)("ol",{start:4},(0,s.yg)("li",{parentName:"ol"},"Produce the messages to source topic ",(0,s.yg)("inlineCode",{parentName:"li"},"test_wordcount_src"),".")),(0,s.yg)("p",null,'Produce 10 messages "hello" to the ',(0,s.yg)("inlineCode",{parentName:"p"},"test_wordcount_src"),' topic. The value of "hello" is updated to 10.'),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-shell"},'bin/pulsar-client produce -m "hello" -n 10 test_wordcount_src\n')),(0,s.yg)("p",null,"Checkout the result in the terminal of step 3."),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-json"},'{\n  "key": "hello",\n  "numberValue": 10,\n  "version": 9\n}\n')),(0,s.yg)("p",null,'Produce another 10 messages "hello". The result is updated to 20.'),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-bash"},'bin/pulsar-client produce -m "hello" -n 10 test_wordcount_src\n')),(0,s.yg)("p",null,"The result in the terminal of step 3 is updated to ",(0,s.yg)("inlineCode",{parentName:"p"},"20"),"."),(0,s.yg)("pre",null,(0,s.yg)("code",{parentName:"pre",className:"language-text"},'  "key": "hello",\n  "numberValue": 20,\n  "version": 19\n')))}g.isMDXComponent=!0}}]);
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This is especially true for sophisticated software systems such as distributed messaging system like Apache Pulsar. The Apache Pulsar community aims to provide concise, precise, and complete documentation and welcomes any contribution to improve Apache Pulsar's documentation.",source:"@site/contribute/document-intro.md",sourceDirName:".",slug:"/document-intro",permalink:"/contribute/document-intro",draft:!1,editUrl:"https://github.com/apache/pulsar-site/edit/main/contribute/document-intro.md",tags:[],version:"current",lastUpdatedBy:"Dragos Misca",lastUpdatedAt:1715039462,formattedLastUpdatedAt:"May 6, 2024",frontMatter:{id:"document-intro",title:"Introduction",sidebar_label:"Introduction"},sidebar:"sidebarDevelopment",previous:{title:"Writing syntax",permalink:"/contribute/document-syntax"},next:{title:"Updating document",permalink:"/contribute/document-contribution"}},c={},s=[{value:"Writing documents",id:"writing-documents",level:2},{value:"Testing changes",id:"testing-changes",level:2},{value:"Submitting changes",id:"submitting-changes",level:2},{value:"Convention",id:"convention",level:3},{value:"Pull request process",id:"pull-request-process",level:3},{value:"Reference",id:"reference",level:2}],u={toc:s},d="wrapper";function p(e){let{components:t,...n}=e;return(0,o.yg)(d,(0,r.A)({},u,n,{components:t,mdxType:"MDXLayout"}),(0,o.yg)("p",null,"Good documentation is crucial for any kind of software. This is especially true for sophisticated software systems such as distributed messaging system like Apache Pulsar. The Apache Pulsar community aims to provide concise, precise, and complete documentation and welcomes any contribution to improve Apache Pulsar's documentation."),(0,o.yg)("p",null,"This introduction provides a set of guides offering best-practice suggestions for contributing documentation to Pulsar. It provides detailed instructions on the contribution workflow and conventions. 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Concise PR titles make your changes easier to understand."),(0,r.yg)("li",{parentName:"ul"},"Especially when you read commit logs in command-line tools, clear commit messages show PR changes quickly."))),(0,r.yg)("li",{parentName:"ul"},"Increase search efficiency.",(0,r.yg)("ul",{parentName:"li"},(0,r.yg)("li",{parentName:"ul"},"You can skim through hundreds of commits and locate desired information quickly."))),(0,r.yg)("li",{parentName:"ul"},"Remind you to think about your PR.",(0,r.yg)("ul",{parentName:"li"},(0,r.yg)("li",{parentName:"ul"},"If you can not write a PR title in a simple way (for example, ",(0,r.yg)("a",{parentName:"li",href:"#type"},"[type]"),", ",(0,r.yg)("a",{parentName:"li",href:"#scope"},"[scope]"),", or ",(0,r.yg)("a",{parentName:"li",href:"#summary"},"[summary]"),"), or you need to use several types/scopes, consider whether your PR contains ",(0,r.yg)("strong",{parentName:"li"},"too many")," changes across various scopes. 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Good PR titles are concise and self-explanatory since they tell you the changes in a clear and direct way."),(0,r.yg)("table",null,(0,r.yg)("thead",{parentName:"table"},(0,r.yg)("tr",{parentName:"thead"},(0,r.yg)("th",{parentName:"tr",align:null},"Vague (Bad)"),(0,r.yg)("th",{parentName:"tr",align:null},"Clear (Good)"))),(0,r.yg)("tbody",{parentName:"table"},(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Producer getting producer busy is removing existing producer from list"),(0,r.yg)("td",{parentName:"tr",align:null},"[fix][broker]"," Active producers with the same name are no longer removed from the topic map")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Forbid to read other topic's data in managedLedger layer"),(0,r.yg)("td",{parentName:"tr",align:null},"[improve][broker]"," Consumers are not allowed to read data on topics to which they are not subscribed")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Fix kinesis sink backoff class not found"),(0,r.yg)("td",{parentName:"tr",align:null},"[improve][connector]"," xx connectors can now use the Kinesis Backoff class")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"K8s Function Name Length Check Allows Invalid StatefulSet"),(0,r.yg)("td",{parentName:"tr",align:null},"[improve][function]"," Function name length cannot exceed 52 characters when using Kubernetes runtime")))),(0,r.yg)("p",null,"Here are steps to self-review whether the PR title is good:"),(0,r.yg)("ol",null,(0,r.yg)("li",{parentName:"ol"},"Select a ",(0,r.yg)("a",{parentName:"li",href:"#type"},"type"),"."),(0,r.yg)("li",{parentName:"ol"},"Select a ",(0,r.yg)("a",{parentName:"li",href:"#scope"},"scope"),"."),(0,r.yg)("li",{parentName:"ol"},"Write a ",(0,r.yg)("a",{parentName:"li",href:"#summary"},"summary"),".")),(0,r.yg)("p",null,"For more examples with correct formats, see ",(0,r.yg)("a",{parentName:"p",href:"#full-examples"},"Full examples"),"."),(0,r.yg)("h3",{id:"type"},"Type"),(0,r.yg)("p",null,(0,r.yg)("inlineCode",{parentName:"p"},"type"),' is "what actions do you take".'),(0,r.yg)("p",null,"It must be one of the following."),(0,r.yg)("table",null,(0,r.yg)("thead",{parentName:"table"},(0,r.yg)("tr",{parentName:"thead"},(0,r.yg)("th",{parentName:"tr",align:null},"Type"),(0,r.yg)("th",{parentName:"tr",align:null},"Label"),(0,r.yg)("th",{parentName:"tr",align:null},"What actions do you take?"))),(0,r.yg)("tbody",{parentName:"table"},(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"cleanup"),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"https://github.com/apache/pulsar/labels/type%2Fcleanup"},"type/cleanup")),(0,r.yg)("td",{parentName:"tr",align:null},"Remove unused code or doc.")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"improve"),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"https://github.com/apache/pulsar/labels/type%2Fimprovement"},"type/improvement")),(0,r.yg)("td",{parentName:"tr",align:null},"Submit enhancements that are neither new features nor bug fixes.")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"feat"),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"https://github.com/apache/pulsar/labels/type%2Ffeature"},"type/feature")),(0,r.yg)("td",{parentName:"tr",align:null},"Submit new features.")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"fix"),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"https://github.com/apache/pulsar/labels/type%2Ffix"},"type/fix")),(0,r.yg)("td",{parentName:"tr",align:null},"Submit bug fixes.")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"refactor"),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("a",{parentName:"td",href:"https://github.com/apache/pulsar/labels/type%2Frefactor"},"type/refactor")),(0,r.yg)("td",{parentName:"tr",align:null},"Restructure existing code while preserving its external behavior.")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"revert"),(0,r.yg)("td",{parentName:"tr",align:null},"N/A"),(0,r.yg)("td",{parentName:"tr",align:null},"Revert changes")))),(0,r.yg)("admonition",{type:"note"},(0,r.yg)("p",{parentName:"admonition"},"Choose correct labels for your PR so that your PR will automatically go to the correct chapter in release notes. If you do not specify a type label, the PR might go to the wrong place or not be included in the release notes at all.")),(0,r.yg)("h3",{id:"scope"},"Scope"),(0,r.yg)("p",null,(0,r.yg)("inlineCode",{parentName:"p"},"scope"),' is "where do you make changes".'),(0,r.yg)("p",null,"Scopes evolves along with development. You can check the latest valid scopes at the ",(0,r.yg)("a",{parentName:"p",href:"https://github.com/apache/pulsar/blob/master/.github/workflows/ci-semantic-pull-request.yml"},"workflow file"),"."),(0,r.yg)("h3",{id:"summary"},"Summary"),(0,r.yg)("p",null,(0,r.yg)("inlineCode",{parentName:"p"},"Summary")," is a single line that best sums up the changes made in the commit."),(0,r.yg)("p",null,"Follow the best practice below:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"Keep the summary concise and descriptive."),(0,r.yg)("li",{parentName:"ul"},"Use the second person and present tense."),(0,r.yg)("li",{parentName:"ul"},"Write ",(0,r.yg)("a",{parentName:"li",href:"https://www.grammarly.com/blog/sentence-fragment"},"complete sentences")," rather than fragments."),(0,r.yg)("li",{parentName:"ul"},"Capitalize the first letter."),(0,r.yg)("li",{parentName:"ul"},"Limit the length to 50 characters.")),(0,r.yg)("p",null,"Avoid some common bad cases:"),(0,r.yg)("ul",null,(0,r.yg)("li",{parentName:"ul"},"Do not include back quotes (``)."),(0,r.yg)("li",{parentName:"ul"},"Do not append period at the end."),(0,r.yg)("li",{parentName:"ul"},"Do not use ",(0,r.yg)("a",{parentName:"li",href:"https://docs.github.com/en/issues/tracking-your-work-with-issues/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword"},"GitHub keywords")," followed by an issue number. This information should be provided in PR descriptions or commit messages rather than in PR titles.")),(0,r.yg)("admonition",{type:"note"},(0,r.yg)("p",{parentName:"admonition"},"If you cherry-pick changes to branches, name your PR title the same as the original PR title and label your PR with cherry-pick related labels.")),(0,r.yg)("h3",{id:"full-examples"},"Full examples"),(0,r.yg)("p",null,"As explained in the ",(0,r.yg)("a",{parentName:"p",href:"#how-to-write-good-pr-titles"},"How to write good PR titles")," chapter: A good title = clear format (",(0,r.yg)("a",{parentName:"p",href:"#type"},"type")," and ",(0,r.yg)("a",{parentName:"p",href:"#scope"},"scope"),") + self-explanatory ",(0,r.yg)("a",{parentName:"p",href:"#summary"},"summary"),"."),(0,r.yg)("p",null,"Here are some format examples. For self-explanatory summary examples, see ",(0,r.yg)("a",{parentName:"p",href:"#quick-examples"},"Quick examples"),"."),(0,r.yg)("table",null,(0,r.yg)("thead",{parentName:"table"},(0,r.yg)("tr",{parentName:"thead"},(0,r.yg)("th",{parentName:"tr",align:null},"Changes"),(0,r.yg)("th",{parentName:"tr",align:null},"Unclear format (Bad)"),(0,r.yg)("th",{parentName:"tr",align:null},"Clear format (Good)"))),(0,r.yg)("tbody",{parentName:"table"},(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Submit breaking changes"),(0,r.yg)("td",{parentName:"tr",align:null},"[Breaking change]"," xxx"),(0,r.yg)("td",{parentName:"tr",align:null},"[feat][broker]","! Support xx")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Submit PIP changes"),(0,r.yg)("td",{parentName:"tr",align:null},"[PIP-198]"," Support xx"),(0,r.yg)("td",{parentName:"tr",align:null},"[feat][broker]"," PIP-198: Support xx")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Cherry pick changes"),(0,r.yg)("td",{parentName:"tr",align:null},"[Branch-2.9]"," Fix xxx issue."),(0,r.yg)("td",{parentName:"tr",align:null},"[fix][broker]","[branch-2.9]"," Fix xxx issue")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Revert changes"),(0,r.yg)("td",{parentName:"tr",align:null},"Revert xxx"),(0,r.yg)("td",{parentName:"tr",align:null},"[revert][broker]"," Revert changes about xxx")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Add features"),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("li",null,"Adding xx feature"),(0,r.yg)("li",null,"Support delete schema forcefully")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("li",null,"[feat][java client]"," Add xx feature"),(0,r.yg)("li",null,"[feat][schema]"," Support xx"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Fix bugs"),(0,r.yg)("td",{parentName:"tr",align:null},"[Issue 14633][pulsar-broker]"," Fixed xxx"),(0,r.yg)("td",{parentName:"tr",align:null},"[fix][broker]"," Fix xxx")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Submit improvements"),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("li",null,"Enhances xx"),(0,r.yg)("li",null,"Bump netty version to 4.1.75")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("li",null,"[improve][sql]"," Improve xx performance"),(0,r.yg)("li",null,"[improve][build]"," Bump Netty version to 4.1.75"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Update tests"),(0,r.yg)("td",{parentName:"tr",align:null},"reduce xx test flakiness"),(0,r.yg)("td",{parentName:"tr",align:null},"[improve][test]"," Reduce xxx flaky tests")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Update docs"),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("li",null,"[Doc]"," add explanations for xxx"),(0,r.yg)("li",null,"2.8.3 Release Notes"),(0,r.yg)("li",null,"Fix typos in xx")),(0,r.yg)("td",{parentName:"tr",align:null},(0,r.yg)("li",null,"[feat][doc]"," Add explanations for xxx"),(0,r.yg)("li",null,"[feat][doc]"," Add 2.8.3 release note"),(0,r.yg)("li",null,"[fix][doc]"," Fix typos in xx"))),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Update website"),(0,r.yg)("td",{parentName:"tr",align:null},"[Website]"," adjust xxx"),(0,r.yg)("td",{parentName:"tr",align:null},"[improve][site]"," Adjust xxx")),(0,r.yg)("tr",{parentName:"tbody"},(0,r.yg)("td",{parentName:"tr",align:null},"Update instructions/guidelines"),(0,r.yg)("td",{parentName:"tr",align:null},"Update xxx guideline"),(0,r.yg)("td",{parentName:"tr",align:null},"[improve][doc]"," Update xx guidelines")))))}m.isMDXComponent=!0},48290:(e,t,a)=>{a.d(t,{A:()=>n});const n=a.p+"assets/images/semantic-pull-request-title-f097356caaf15d1d2a44af6515de8251.png"}}]);
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l=a.length,i=new Array(l);i[0]=h;var s={};for(var o in t)hasOwnProperty.call(t,o)&&(s[o]=t[o]);s.originalType=e,s[c]="string"==typeof e?e:n,i[1]=s;for(var p=2;p<l;p++)i[p]=a[p];return r.createElement.apply(null,i)}return r.createElement.apply(null,a)}h.displayName="MDXCreateElement"},26505:(e,t,a)=>{a.r(t),a.d(t,{assets:()=>o,contentTitle:()=>i,default:()=>g,frontMatter:()=>l,metadata:()=>s,toc:()=>p});var r=a(58168),n=(a(96540),a(15680));const l={id:"release-note-guide",title:"Writing release notes"},i=void 0,s={unversionedId:"release-note-guide",id:"release-note-guide",title:"Writing release notes",description:"Pulsar release notes consist of the following parts:",source:"@site/contribute/release-note-guide.md",sourceDirName:".",slug:"/release-note-guide",permalink:"/contribute/release-note-guide",draft:!1,editUrl:"https://github.com/apache/pulsar-site/edit/main/contribute/release-note-guide.md",tags:[],version:"current",lastUpdatedBy:"Dragos Misca",lastUpdatedAt:1715039462,formattedLastUpdatedAt:"May 6, 2024",frontMatter:{id:"release-note-guide",title:"Writing release notes"},sidebar:"sidebarDevelopment",previous:{title:"Creating GPG keys",permalink:"/contribute/create-gpg-keys"},next:{title:"Verifying release candidates",permalink:"/contribute/validate-release-candidate"}},o={},p=[{value:"Prerequisite",id:"prerequisite",level:2},{value:"Fetch the release metadata",id:"fetch-the-release-metadata",level:2},{value:"Fetch the release note",id:"fetch-the-release-note",level:2},{value:"Generate release notes",id:"generate-release-notes",level:2},{value:"Update the release note page",id:"update-the-release-note-page",level:2},{value:"Submit the release note",id:"submit-the-release-note",level:2}],u={toc:p},c="wrapper";function g(e){let{components:t,...a}=e;return(0,n.yg)(c,(0,r.A)({},u,a,{components:t,mdxType:"MDXLayout"}),(0,n.yg)("p",null,"Pulsar release notes consist of the following parts:"),(0,n.yg)("ul",null,(0,n.yg)("li",{parentName:"ul"},(0,n.yg)("a",{parentName:"li",href:"pathname:///release-notes/"},"Core")),(0,n.yg)("li",{parentName:"ul"},(0,n.yg)("a",{parentName:"li",href:"pathname:///release-notes/client-java"},"Java client")),(0,n.yg)("li",{parentName:"ul"},(0,n.yg)("a",{parentName:"li",href:"pathname:///release-notes/client-ws"},"WebSocket client")),(0,n.yg)("li",{parentName:"ul"},(0,n.yg)("a",{parentName:"li",href:"pathname:///release-notes/client-cpp"},"C++ client")),(0,n.yg)("li",{parentName:"ul"},(0,n.yg)("a",{parentName:"li",href:"pathname:///release-notes/client-python"},"Python client")),(0,n.yg)("li",{parentName:"ul"},(0,n.yg)("a",{parentName:"li",href:"pathname:///release-notes/client-go"},"Go client")),(0,n.yg)("li",{parentName:"ul"},(0,n.yg)("a",{parentName:"li",href:"pathname:///release-notes/client-node"},"Node.js client")),(0,n.yg)("li",{parentName:"ul"},(0,n.yg)("a",{parentName:"li",href:"pathname:///release-notes/client-cs"},"C# client"))),(0,n.yg)("h2",{id:"prerequisite"},"Prerequisite"),(0,n.yg)("p",null,"To generate release notes, you are suggested to install the ",(0,n.yg)("a",{parentName:"p",href:"https://cli.github.com/"},"GitHub CLI")," and authenticate first:"),(0,n.yg)("pre",null,(0,n.yg)("code",{parentName:"pre",className:"language-shell"},"brew install gh\ngh auth login\n")),(0,n.yg)("h2",{id:"fetch-the-release-metadata"},"Fetch the release metadata"),(0,n.yg)("pre",null,(0,n.yg)("code",{parentName:"pre",className:"language-bash"},'# Replace v2.10.2 with the target version tag\n# Replace apache/pulsar with the component repo\ngh release view "v2.10.2" -R apache/pulsar --json author,tagName,publishedAt\n')),(0,n.yg)("h2",{id:"fetch-the-release-note"},"Fetch the release note"),(0,n.yg)("pre",null,(0,n.yg)("code",{parentName:"pre",className:"language-bash"},'# Replace v2.10.2 with the target version tag\n# Replace apache/pulsar with the component repo\ngh release view "v2.10.2" -R apache/pulsar --json body --jq .body\n')),(0,n.yg)("h2",{id:"generate-release-notes"},"Generate release notes"),(0,n.yg)("p",null,"There isn't a definite way yet. "),(0,n.yg)("p",null,"Here are 2 approaches:"),(0,n.yg)("p",null,'Using "git log"'),(0,n.yg)("pre",null,(0,n.yg)("code",{parentName:"pre",className:"language-bash"},"PREVIOUS_VERSION=3.0.3\nVERSION_WITHOUT_RC=3.0.4\ngit log --reverse  --oneline v$PREVIOUS_VERSION..v$VERSION_WITHOUT_RC | colrm 1 12 | sed 's/\\] \\[/][/' | perl -p -e 's/^\\s+//' | awk -F ']' '{\n    if ($1 ~ /^\\[/) {\n        print $1 \"]\" $2, $0\n    } else {\n        print \"[zzz]\", $0\n    }\n}' | sort | cut -d ' ' -f2- | sed 's/\\(#\\([0-9]\\+\\)\\)/[#\\2](https:\\/\\/github.com\\/apache\\/pulsar\\/pull\\/\\2)/g' | sed 's/^/- /'\n")),(0,n.yg)("p",null,'Alternatively using "gh pr list"'),(0,n.yg)("pre",null,(0,n.yg)("code",{parentName:"pre",className:"language-bash"},'gh pr list -L 1000 --search "is:pr is:merged label:release/2.10.6 label:cherry-picked/branch-2.10" --json title,number,url | jq -r \'.[] | "\\(.title) [\\(.number)](\\(.url))"\'\n')),(0,n.yg)("h2",{id:"update-the-release-note-page"},"Update the release note page"),(0,n.yg)("ol",null,(0,n.yg)("li",{parentName:"ol"},"Copy the related release notes entries and add a ",(0,n.yg)("a",{parentName:"li",href:"https://github.com/apache/pulsar-site/tree/main/release-notes/versioned"},"versioned release note file"),"."),(0,n.yg)("li",{parentName:"ol"},"Update the ",(0,n.yg)("a",{parentName:"li",href:"https://github.com/apache/pulsar-site/tree/main/data"},"version metadata files")," (",(0,n.yg)("inlineCode",{parentName:"li"},"release-*.js"),"). For apache/pulsar releases, this means updating ",(0,n.yg)("inlineCode",{parentName:"li"},"release-java.js")," (Java client) and ",(0,n.yg)("inlineCode",{parentName:"li"},"release-pulsar.js")," (Pulsar)."),(0,n.yg)("li",{parentName:"ol"},"For every apache/pulsar release, you should add a ",(0,n.yg)("inlineCode",{parentName:"li"},"<release-version>")," entry to the corresponding place in the ",(0,n.yg)("inlineCode",{parentName:"li"},"releases.json")," file."),(0,n.yg)("li",{parentName:"ol"},"Update swagger files. ref: ",(0,n.yg)("a",{parentName:"li",href:"https://pulsar.apache.org/contribute/release-process/#swagger-files"},"swagger files"))),(0,n.yg)("p",null,"To preview the result, follow the instructions for ",(0,n.yg)("a",{parentName:"p",href:"/contribute/document-preview#preview-changes"},"previewing content"),"."),(0,n.yg)("h2",{id:"submit-the-release-note"},"Submit the release note"),(0,n.yg)("p",null,"Submit a PR against ",(0,n.yg)("a",{parentName:"p",href:"https://github.com/apache/pulsar-site"},"the site repo")," with the added version release note file and updated version metadata files."),(0,n.yg)("p",null,"Here are some examples:"),(0,n.yg)("ul",null,(0,n.yg)("li",{parentName:"ul"},(0,n.yg)("a",{parentName:"li",href:"https://github.com/apache/pulsar-site/pull/326"},"Add the release note for C++ client 3.1.0")),(0,n.yg)("li",{parentName:"ul"},(0,n.yg)("a",{parentName:"li",href:"https://github.com/apache/pulsar-site/pull/343"},"Add the release note for Python client 3.0.0")),(0,n.yg)("li",{parentName:"ul"},(0,n.yg)("a",{parentName:"li",href:"https://github.com/apache/pulsar-site/pull/834"},"Add the release note for Pulsar 3.0.3"))),(0,n.yg)("p",null,"Check whether the release information is shown on the ",(0,n.yg)("a",{parentName:"p",href:"pathname:///release-notes/"},"Pulsar Release Note page")," after the website is updated and built successfully."))}g.isMDXComponent=!0}}]);
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You should observe the guidelines unless there is compelling reason to ignore them. Pulsar uses checkstyle to enforce coding style, refer to our checkstyle rules for all enforced checkstyle rules.",source:"@site/contribute/develop-coding-conventions.md",sourceDirName:".",slug:"/develop-coding-conventions",permalink:"/contribute/develop-coding-conventions",draft:!1,editUrl:"https://github.com/apache/pulsar-site/edit/main/contribute/develop-coding-conventions.md",tags:[],version:"current",lastUpdatedBy:"Dragos Misca",lastUpdatedAt:1715039462,formattedLastUpdatedAt:"May 6, 2024",frontMatter:{id:"develop-coding-conventions",title:"Coding conventions"},sidebar:"sidebarDevelopment",previous:{title:"Debugging",permalink:"/contribute/setup-debugging"},next:{title:"Triaging an Issue",permalink:"/contribute/develop-triage"}},s={},u=[{value:"Java code style",id:"java-code-style",level:2},{value:"Dependencies",id:"dependencies",level:2},{value:"Future",id:"future",level:2},{value:"Memory",id:"memory",level:2},{value:"Logging",id:"logging",level:2},{value:"Logging levels",id:"logging-levels",level:3},{value:"Monitoring",id:"monitoring",level:2},{value:"Unit tests",id:"unit-tests",level:2},{value:"Configuration",id:"configuration",level:2},{value:"Concurrency",id:"concurrency",level:2},{value:"Backwards compatibility",id:"backwards-compatibility",level:2}],g={toc:u},c="wrapper";function p(e){let{components:t,...n}=e;return(0,o.yg)(c,(0,a.A)({},g,n,{components:t,mdxType:"MDXLayout"}),(0,o.yg)("p",null,"The guidelines help to encourage consistency and best practices among people working on Apache Pulsar code base. You should observe the guidelines unless there is compelling reason to ignore them. Pulsar uses checkstyle to enforce coding style, refer to our ",(0,o.yg)("a",{parentName:"p",href:"https://github.com/apache/pulsar/blob/master/buildtools/src/main/resources/pulsar/checkstyle.xml"},"checkstyle rules")," for all enforced checkstyle rules."),(0,o.yg)("h2",{id:"java-code-style"},"Java code style"),(0,o.yg)("p",null,"Apache Pulsar code follows the ",(0,o.yg)("a",{parentName:"p",href:"http://www.oracle.com/technetwork/java/javase/documentation/codeconvtoc-136057.html"},"Sun Java Coding Convention"),", with the following additions."),(0,o.yg)("ul",null,(0,o.yg)("li",{parentName:"ul"},"Indentation should be ",(0,o.yg)("strong",{parentName:"li"},"4 spaces"),". Tabs should never be used."),(0,o.yg)("li",{parentName:"ul"},"Use curly braces even for single-line ifs and elses."),(0,o.yg)("li",{parentName:"ul"},"No @author tags in any javadoc."),(0,o.yg)("li",{parentName:"ul"},"Use try-with-resources blocks whenever is possible."),(0,o.yg)("li",{parentName:"ul"},(0,o.yg)("strong",{parentName:"li"},"TODO"),"s should be associated to at least one issue.")),(0,o.yg)("h2",{id:"dependencies"},"Dependencies"),(0,o.yg)("p",null,"Apache Pulsar uses the following libraries a lot:"),(0,o.yg)("ul",null,(0,o.yg)("li",{parentName:"ul"},(0,o.yg)("a",{parentName:"li",href:"https://github.com/google/guava"},"Guava")," as a fundamental core library"),(0,o.yg)("li",{parentName:"ul"},(0,o.yg)("a",{parentName:"li",href:"http://netty.io/"},"Netty")," for network communications and memory buffer management.")),(0,o.yg)("p",null,"Use these libraries whenever possible rather than introducing more dependencies."),(0,o.yg)("p",null,"Dependencies are bundled with our binary distributions, so you need to attach the relevant licenses when adding new dependencies."),(0,o.yg)("h2",{id:"future"},"Future"),(0,o.yg)("p",null,(0,o.yg)("inlineCode",{parentName:"p"},"CompletableFuture")," introduce in Java 8 is preferred over Guava's ",(0,o.yg)("inlineCode",{parentName:"p"},"ListenableFuture"),". Use ",(0,o.yg)("inlineCode",{parentName:"p"},"CompletableFuture")," whenever possible."),(0,o.yg)("h2",{id:"memory"},"Memory"),(0,o.yg)("p",null,"Use netty ",(0,o.yg)("inlineCode",{parentName:"p"},"ByteBuf")," over ",(0,o.yg)("inlineCode",{parentName:"p"},"java.nio.ByteBuffer")," for internal usage. As Pulsar uses Netty Buffer for memory management."),(0,o.yg)("h2",{id:"logging"},"Logging"),(0,o.yg)("ul",null,(0,o.yg)("li",{parentName:"ul"},"Logging should be taken seriously. Please take the time to access the logs when making a change to ensure that the important things are getting logged and there is no junk there."),(0,o.yg)("li",{parentName:"ul"},"Logging statements should be complete sentences with proper capitalization that are written to be read by a person not necessarily familiar with the source code."),(0,o.yg)("li",{parentName:"ul"},"All logs should be done with ",(0,o.yg)("strong",{parentName:"li"},"SLF4j"),", never ",(0,o.yg)("inlineCode",{parentName:"li"},"System.out")," or ",(0,o.yg)("inlineCode",{parentName:"li"},"System.err"),".")),(0,o.yg)("h3",{id:"logging-levels"},"Logging levels"),(0,o.yg)("ul",null,(0,o.yg)("li",{parentName:"ul"},(0,o.yg)("strong",{parentName:"li"},"INFO")," is the level you should assume the software will be run in. 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You should wrap DEBUG and TRACE statements in the ",(0,o.yg)("inlineCode",{parentName:"li"},"if (logger.isDebugEnabled())")," or ",(0,o.yg)("inlineCode",{parentName:"li"},"if (logger.isTraceEnabled())")," check to avoid performance degradation."),(0,o.yg)("li",{parentName:"ul"},(0,o.yg)("strong",{parentName:"li"},"WARN")," and ",(0,o.yg)("strong",{parentName:"li"},"ERROR")," indicate something that is ",(0,o.yg)("em",{parentName:"li"},"BAD"),". Use WARN if you aren't totally sure it is bad, and ERROR if you are.")),(0,o.yg)("p",null,"Log the stack traces at ",(0,o.yg)("strong",{parentName:"p"},"ERROR")," level, but never at ",(0,o.yg)("strong",{parentName:"p"},"INFO")," level or below. You can log at ",(0,o.yg)("strong",{parentName:"p"},"WARN")," level if you are interested in debugging."),(0,o.yg)("h2",{id:"monitoring"},"Monitoring"),(0,o.yg)("ul",null,(0,o.yg)("li",{parentName:"ul"},"Any new features should come with appropriate metrics, so monitoring the feature is working correctly."),(0,o.yg)("li",{parentName:"ul"},"Those metrics should be taken seriously and only export useful metrics that would be used on production on monitoring/alerting healthy of the system, or troubleshooting problems.")),(0,o.yg)("h2",{id:"unit-tests"},"Unit tests"),(0,o.yg)("ul",null,(0,o.yg)("li",{parentName:"ul"},"New changes should come with unit tests that verify the functionality being added."),(0,o.yg)("li",{parentName:"ul"},"Unit tests should test the least amount of code possible. Don't start the whole server unless there is no other way to test a single class or small group of classes in isolation."),(0,o.yg)("li",{parentName:"ul"},"Tests should not depend on any external resources. They need to set up and teardown their own stuff."),(0,o.yg)("li",{parentName:"ul"},"It is okay to use the filesystem and network in tests since that's our business, but you need to clean up them after test."),(0,o.yg)("li",{parentName:"ul"},"DO NOT use sleep or other timing assumptions in tests. It is wrong and will fail intermittently on any test server with other things going on that causes delays."),(0,o.yg)("li",{parentName:"ul"},"You'd better add a timeout value to all test cases, to prevent a build from completing indefinitely. For example, ",(0,o.yg)("inlineCode",{parentName:"li"},"@Test(timeout=60000)"),".")),(0,o.yg)("h2",{id:"configuration"},"Configuration"),(0,o.yg)("ul",null,(0,o.yg)("li",{parentName:"ul"},"When you use the config files, think of the names from the very beginning."),(0,o.yg)("li",{parentName:"ul"},"If you run the program without tuning parameters, use the default values."),(0,o.yg)("li",{parentName:"ul"},"All configuration settings should be added accordingly in the ",(0,o.yg)("a",{parentName:"li",href:"https://github.com/apache/pulsar/tree/master/conf"},"default configuration file")," directory and documented accordingly.")),(0,o.yg)("h2",{id:"concurrency"},"Concurrency"),(0,o.yg)("p",null,"Apache Pulsar is a low latency system, it is implemented as a purely asynchronous service, which is accomplished as follows:"),(0,o.yg)("ul",null,(0,o.yg)("li",{parentName:"ul"},"All public classes should be ",(0,o.yg)("strong",{parentName:"li"},"thread-safe"),"."),(0,o.yg)("li",{parentName:"ul"},"Prefer using ",(0,o.yg)("a",{parentName:"li",href:"https://github.com/apache/bookkeeper/blob/master/bookkeeper-common/src/main/java/org/apache/bookkeeper/common/util/OrderedExecutor.java"},"OrderedExecutor")," for executing any asynchronous actions. The mutations to the same instance should be submitted to the same thread to execute."),(0,o.yg)("li",{parentName:"ul"},"If synchronization and locking are required, they should be in a fine granularity way."),(0,o.yg)("li",{parentName:"ul"},"All threads should have proper meaningful name."),(0,o.yg)("li",{parentName:"ul"},"If a class is not thread-safe, it should be annotated ",(0,o.yg)("a",{parentName:"li",href:"https://github.com/misberner/jsr-305/blob/master/ri/src/main/java/javax/annotation/concurrent/NotThreadSafe.java"},"@NotThreadSafe"),". The instances that use this class is responsible for its synchronization.")),(0,o.yg)("h2",{id:"backwards-compatibility"},"Backwards compatibility"),(0,o.yg)("ul",null,(0,o.yg)("li",{parentName:"ul"},"Wire protocol should support backwards compatibility to enable no-downtime upgrades. This means the servers ",(0,o.yg)("strong",{parentName:"li"},"MUST")," be able to support requests from both old and new clients simultaneously."),(0,o.yg)("li",{parentName:"ul"},"Metadata formats and data formats should support backwards compatibility.")))}p.isMDXComponent=!0}}]);
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"),(0,i.yg)("p",null,"For developers starting to use automated tools to resolve merge conflicts during cherry-picking, IntelliJ is a recommended option. It offers excellent tooling, but its integration with a command-line workflow is not seamless. It performs well when you initiate the cherry-picking process in IntelliJ and handle the merge conflict resolution within the same environment. However, resolving a merge conflict often involves multiple steps, including reverting and amending changes until a satisfactory resolution is achieved. 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+
+/**
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+ *
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+ *
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+ */
+
+/**
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+ * @namespace
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+ * scheduler.production.min.js
+ *
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
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+ */
+
+/** @license React v16.13.1
+ * react-is.production.min.js
+ *
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
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+ */
+
+/** @license React v17.0.2
+ * react-dom.production.min.js
+ *
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
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+ */
+
+/** @license React v17.0.2
+ * react.production.min.js
+ *
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
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+ * LICENSE file in the root directory of this source tree.
+ */
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@@ -97,7 +97,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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diff --git a/content/blog/2019/07/05/Apache-Pulsar-2-4-0/index.html b/content/blog/2019/07/05/Apache-Pulsar-2-4-0/index.html
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@@ -86,7 +86,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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diff --git a/content/blog/2019/12/04/Apache-Pulsar-2-4-2/index.html b/content/blog/2019/12/04/Apache-Pulsar-2-4-2/index.html
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@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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 </body>
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diff --git a/content/blog/2019/12/18/Pulsar-summit-cfp/index.html b/content/blog/2019/12/18/Pulsar-summit-cfp/index.html
index 28217dc..00cf36f 100644
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         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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 </body>
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diff --git a/content/blog/2019/12/20/pulsar-milestone-200-contributors/index.html b/content/blog/2019/12/20/pulsar-milestone-200-contributors/index.html
index 310ab3e..8756748 100644
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         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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 </body>
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\ No newline at end of file
diff --git a/content/blog/2020/03/17/announcing-the-apache-pulsar-2020-user-survey-report/index.html b/content/blog/2020/03/17/announcing-the-apache-pulsar-2020-user-survey-report/index.html
index 40d3120..643f77c 100644
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@@ -91,7 +91,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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 </body>
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\ No newline at end of file
diff --git a/content/blog/2020/04/23/Apache-Pulsar-2-5-1/index.html b/content/blog/2020/04/23/Apache-Pulsar-2-5-1/index.html
index bb79bb5..153cf8c 100644
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@@ -17,8 +17,8 @@
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         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/blog/2020/05/19/Apache-Pulsar-2-5-2/index.html b/content/blog/2020/05/19/Apache-Pulsar-2-5-2/index.html
index db36b8f..14d9c03 100644
--- a/content/blog/2020/05/19/Apache-Pulsar-2-5-2/index.html
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@@ -17,8 +17,8 @@
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@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/blog/2020/06/18/Apache-Pulsar-2-6-0/index.html b/content/blog/2020/06/18/Apache-Pulsar-2-6-0/index.html
index de8b958..711ac1e 100644
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+++ b/content/blog/2020/06/18/Apache-Pulsar-2-6-0/index.html
@@ -17,8 +17,8 @@
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 </body>
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diff --git a/content/blog/2020/08/21/Apache-Pulsar-2-6-1/index.html b/content/blog/2020/08/21/Apache-Pulsar-2-6-1/index.html
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 </body>
 </html>
\ No newline at end of file
diff --git a/content/blog/2020/08/24/Pulsar-300-contributors/index.html b/content/blog/2020/08/24/Pulsar-300-contributors/index.html
index cbdc064..667d004 100644
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         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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diff --git a/content/blog/2020/09/01/pulsar-summit-asia-2020-cfp/index.html b/content/blog/2020/09/01/pulsar-summit-asia-2020-cfp/index.html
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         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/blog/2020/11/04/pulsar-summit-asia-schedule/index.html b/content/blog/2020/11/04/pulsar-summit-asia-schedule/index.html
index 619b91d..01684369 100644
--- a/content/blog/2020/11/04/pulsar-summit-asia-schedule/index.html
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@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/blog/2020/11/09/Apache-Pulsar-2-6-2/index.html b/content/blog/2020/11/09/Apache-Pulsar-2-6-2/index.html
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@@ -66,7 +66,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/blog/2020/12/24/Apache-Pulsar-2-7-0/index.html b/content/blog/2020/12/24/Apache-Pulsar-2-7-0/index.html
index 78b42aa..c3ba41e 100644
--- a/content/blog/2020/12/24/Apache-Pulsar-2-7-0/index.html
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@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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diff --git a/content/blog/2021/05/13/Apache-Pulsar-2-7-2/index.html b/content/blog/2021/05/13/Apache-Pulsar-2-7-2/index.html
index efdd0bd..a1b629c 100644
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@@ -17,8 +17,8 @@
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@@ -72,7 +72,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/blog/2021/06/12/Apache-Pulsar-2-8-0/index.html b/content/blog/2021/06/12/Apache-Pulsar-2-8-0/index.html
index ca0e7cd..53805e5 100644
--- a/content/blog/2021/06/12/Apache-Pulsar-2-8-0/index.html
+++ b/content/blog/2021/06/12/Apache-Pulsar-2-8-0/index.html
@@ -17,8 +17,8 @@
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 <body class="navigation-with-keyboard">
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@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/blog/2021/08/11/Apache-Pulsar-2-7-3/index.html b/content/blog/2021/08/11/Apache-Pulsar-2-7-3/index.html
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+++ b/content/blog/2021/08/11/Apache-Pulsar-2-7-3/index.html
@@ -17,8 +17,8 @@
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 </head>
 <body class="navigation-with-keyboard">
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@@ -68,7 +68,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/blog/2021/08/18/asia-cfp/index.html b/content/blog/2021/08/18/asia-cfp/index.html
index 5bcb705..d61451b 100644
--- a/content/blog/2021/08/18/asia-cfp/index.html
+++ b/content/blog/2021/08/18/asia-cfp/index.html
@@ -17,8 +17,8 @@
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+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
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 </head>
 <body class="navigation-with-keyboard">
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@@ -67,7 +67,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
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\ No newline at end of file
diff --git a/content/blog/2021/09/23/Apache-Pulsar-2-8-1/index.html b/content/blog/2021/09/23/Apache-Pulsar-2-8-1/index.html
index d18726c..1f5e3e0 100644
--- a/content/blog/2021/09/23/Apache-Pulsar-2-8-1/index.html
+++ b/content/blog/2021/09/23/Apache-Pulsar-2-8-1/index.html
@@ -17,8 +17,8 @@
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 </head>
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@@ -66,7 +66,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
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\ No newline at end of file
diff --git a/content/blog/2021/12/11/Log4j-CVE/index.html b/content/blog/2021/12/11/Log4j-CVE/index.html
index c503a07..e28b9d0 100644
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+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
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 </head>
 <body class="navigation-with-keyboard">
 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
@@ -75,7 +75,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
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diff --git a/content/blog/2021/12/14/Apache-Pulsar-2-7-4/index.html b/content/blog/2021/12/14/Apache-Pulsar-2-7-4/index.html
index 54ff992..22f88ed 100644
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 </head>
 <body class="navigation-with-keyboard">
 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
@@ -66,7 +66,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
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+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/blog/2022/04/08/Apache-Pulsar-2-9-2/index.html b/content/blog/2022/04/08/Apache-Pulsar-2-9-2/index.html
index 27a32c5..4884692 100644
--- a/content/blog/2022/04/08/Apache-Pulsar-2-9-2/index.html
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 <body class="navigation-with-keyboard">
 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
@@ -66,7 +66,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
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\ No newline at end of file
diff --git a/content/blog/2022/05/11/Apache-Pulsar-2-10-0/index.html b/content/blog/2022/05/11/Apache-Pulsar-2-10-0/index.html
index 7f40949..28121fe 100644
--- a/content/blog/2022/05/11/Apache-Pulsar-2-10-0/index.html
+++ b/content/blog/2022/05/11/Apache-Pulsar-2-10-0/index.html
@@ -17,8 +17,8 @@
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 </head>
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@@ -69,7 +69,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/blog/2022/05/11/apache-pulsar-community-welcomes-500th-contributor/index.html b/content/blog/2022/05/11/apache-pulsar-community-welcomes-500th-contributor/index.html
index 23a5fc4..3777373 100644
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@@ -17,8 +17,8 @@
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 <body class="navigation-with-keyboard">
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@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
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diff --git a/content/blog/2022/07/12/Apache-Pulsar-2-10-1/index.html b/content/blog/2022/07/12/Apache-Pulsar-2-10-1/index.html
index 496bb26..eb05a16 100644
--- a/content/blog/2022/07/12/Apache-Pulsar-2-10-1/index.html
+++ b/content/blog/2022/07/12/Apache-Pulsar-2-10-1/index.html
@@ -17,8 +17,8 @@
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 <body class="navigation-with-keyboard">
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@@ -67,7 +67,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/blog/2022/07/15/pulsar-summit-san-francisco/index.html b/content/blog/2022/07/15/pulsar-summit-san-francisco/index.html
index 8de0e11..9de8326 100644
--- a/content/blog/2022/07/15/pulsar-summit-san-francisco/index.html
+++ b/content/blog/2022/07/15/pulsar-summit-san-francisco/index.html
@@ -17,8 +17,8 @@
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+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
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 </head>
 <body class="navigation-with-keyboard">
 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/blog/2022/07/26/pulsar-sessions-in-apachecon-aisa-2022/index.html b/content/blog/2022/07/26/pulsar-sessions-in-apachecon-aisa-2022/index.html
index 0f98b3e..381c8a7 100644
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+++ b/content/blog/2022/07/26/pulsar-sessions-in-apachecon-aisa-2022/index.html
@@ -17,8 +17,8 @@
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+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
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 </head>
 <body class="navigation-with-keyboard">
 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/blog/2022/07/27/Apache-Pulsar-2-9-3/index.html b/content/blog/2022/07/27/Apache-Pulsar-2-9-3/index.html
index d19925e..f3d4eb0 100644
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+++ b/content/blog/2022/07/27/Apache-Pulsar-2-9-3/index.html
@@ -17,8 +17,8 @@
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 </head>
 <body class="navigation-with-keyboard">
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         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/blog/2022/08/22/pulsar-summit-asia-2022-cfp/index.html b/content/blog/2022/08/22/pulsar-summit-asia-2022-cfp/index.html
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@@ -17,8 +17,8 @@
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 </head>
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       </div></div></div></footer></div>
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-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
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diff --git a/content/blog/2022/11/04/pulsar-summit-asia-2022-schedule-announced/index.html b/content/blog/2022/11/04/pulsar-summit-asia-2022-schedule-announced/index.html
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diff --git a/content/blog/2022/12/01/pulsar-summit-asia-2022-recap/index.html b/content/blog/2022/12/01/pulsar-summit-asia-2022-recap/index.html
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diff --git a/content/blog/2023/01/09/Apache-Pulsar-2-10-3/index.html b/content/blog/2023/01/09/Apache-Pulsar-2-10-3/index.html
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diff --git a/content/blog/2023/01/10/pulsar-2022-year-in-review/index.html b/content/blog/2023/01/10/pulsar-2022-year-in-review/index.html
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diff --git a/content/blog/2023/01/20/Apache-Pulsar-2-11-0/index.html b/content/blog/2023/01/20/Apache-Pulsar-2-11-0/index.html
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diff --git a/content/blog/2023/02/02/pulsar-virtual-summit-europe-2023-cfp/index.html b/content/blog/2023/02/02/pulsar-virtual-summit-europe-2023-cfp/index.html
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diff --git a/content/blog/2023/02/03/apache-pulsar-hits-its-600th-contributor/index.html b/content/blog/2023/02/03/apache-pulsar-hits-its-600th-contributor/index.html
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diff --git a/content/blog/2023/04/11/pulsar-summit-europe-2023-schedule-announced/index.html b/content/blog/2023/04/11/pulsar-summit-europe-2023-schedule-announced/index.html
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diff --git a/content/blog/2023/08/28/pulsar-sessions-in-communityovercode-aisa-2023/index.html b/content/blog/2023/08/28/pulsar-sessions-in-communityovercode-aisa-2023/index.html
index 9619f00..3355373 100644
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diff --git a/content/blog/2023/10/10/announcing-apache-pulsar-3-1/index.html b/content/blog/2023/10/10/announcing-apache-pulsar-3-1/index.html
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diff --git a/content/blog/2024/01/12/pulsar-2023-year-in-review/index.html b/content/blog/2024/01/12/pulsar-2023-year-in-review/index.html
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diff --git a/content/blog/2024/02/12/announcing-apache-pulsar-3-2/index.html b/content/blog/2024/02/12/announcing-apache-pulsar-3-2/index.html
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diff --git a/content/blog/index.html b/content/blog/index.html
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         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
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\ No newline at end of file
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
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\ No newline at end of file
diff --git a/content/books/index.html b/content/books/index.html
index 3d7149d..c66a76f 100644
--- a/content/books/index.html
+++ b/content/books/index.html
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 </head>
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-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/broker-feature-matrix/index.html b/content/broker-feature-matrix/index.html
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 </head>
 <body class="navigation-with-keyboard">
 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/case-studies/index.html b/content/case-studies/index.html
index 082d88c..9a0071c 100644
--- a/content/case-studies/index.html
+++ b/content/case-studies/index.html
@@ -17,8 +17,8 @@
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 </head>
 <body class="navigation-with-keyboard">
 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/client-feature-matrix/index.html b/content/client-feature-matrix/index.html
index 503703c..b5e887e 100644
--- a/content/client-feature-matrix/index.html
+++ b/content/client-feature-matrix/index.html
@@ -17,8 +17,8 @@
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 </head>
 <body class="navigation-with-keyboard">
 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
@@ -65,7 +65,7 @@
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/community/index.html b/content/community/index.html
index b1c0818..7a90606 100644
--- a/content/community/index.html
+++ b/content/community/index.html
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 </head>
 <body class="navigation-with-keyboard">
 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/contact/index.html b/content/contact/index.html
index a397f2b..d12925b 100644
--- a/content/contact/index.html
+++ b/content/contact/index.html
@@ -17,8 +17,8 @@
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-<link rel="preload" href="/assets/js/runtime~main.c1d6156c.js" as="script">
-<link rel="preload" href="/assets/js/main.4188360c.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
+<link rel="preload" href="/assets/js/main.e07a0c68.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
@@ -68,7 +68,7 @@
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/contribute/become-core-developer/index.html b/content/contribute/become-core-developer/index.html
index 954aef6..ccd7ca7 100644
--- a/content/contribute/become-core-developer/index.html
+++ b/content/contribute/become-core-developer/index.html
@@ -17,8 +17,8 @@
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-<link rel="preload" href="/assets/js/main.4188360c.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
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 </head>
 <body class="navigation-with-keyboard">
 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
@@ -48,7 +48,7 @@
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       </div>
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class="dropdown__menu"><li><a class="dropdown__link" href="/docs/3.2.x/concepts-overview/">Concepts</a></li><li><a class="dropdown__link" href="/docs/3.2.x/">Quickstart</a></li><li><a class="dropdown__link" href="/ecosystem/">Ecosystem</a></li></ul></div><a class="navbar__item navbar__link" href="/docs/3.2.x/">Docs</a><a class="navbar__item navbar__link" href="/features/">Features</a><a class="navbar__item navbar__link" href="/use-cases/">Use Cases</a><div class="navbar__item dropdown dropdown--hoverable"><a href="#" aria-haspopup="true" aria-expanded="false" role="button" class="navbar__link community-dropdown">Community</a><ul class="dropdown__menu"><li><a class="dropdown__link scroll-link scroll-welcome" id="scroll-welcome" href="/community/">Welcome</a></li><li><a class="dropdown__link scroll-link scroll-discussions" id="scroll-discussions" href="/community/#section-discussions">Discussions</a></li><li><a class="dropdown__link scroll-link" id="scroll-governance" 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class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Committers</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">How to become a core developer</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>How to become a core developer</h1></header><p>The Pulsar community follows <a href="https://www.apache.org/foundation/how-it-works.html#roles" target="_blank" rel="noopener noreferrer">the Apache governance model</a>.</p><p>Basically, core developers consist of committers and PMC members.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="committers">Committers<a href="#committers" class="hash-link" aria-label="Direct link to Committers" title="Direct link to Committers">​</a></h2><p>Committers are community members that have write access to the project&#x27;s repositories, i.e. they can modify the code, documentation, and website by themselves and also accept other contributions.</p><p>There is no strict protocol for becoming a committer. Candidates for new committers are typically people that are active contributors and community members.</p><p>Being an active community member means participating on mailing list discussions, helping to answer questions, verifying release candidates, being respectful towards others, and following the meritocratic principles of community management. Since <a href="https://www.apache.org/theapacheway/index.html" target="_blank" rel="noopener noreferrer">the Apache Way</a> has a strong focus on the project community, this part is very important.</p><p>Of course, contributing code and documentation to the project is important as well. A good way to start is contributing improvements, new features, or bug fixes. You need to show that you take responsibility for the code that you contribute, add tests and documentation, and help maintaining it.</p><p>Every new committer has to be proposed by a current committer and then privately discussed and voted in by the members of the Pulsar PMC. For details about this process and for candidate requirements see the general <a href="https://community.apache.org/newcommitter.html" target="_blank" rel="noopener noreferrer">Apache guidelines for assessing new candidates for committership</a>.</p><p>Candidates prepare for their nomination as committer by contributing to the Pulsar project and its community, by acting according to the Apache Way, and by generally following the path from <a href="https://community.apache.org/contributors/" target="_blank" rel="noopener noreferrer">contributor to committer</a> for Apache projects.</p><p>If you would like to become a committer, you should engage with the community and start contributing to Apache Pulsar in any of the above ways. You might also want to talk to other committers and ask for their advice and guidance.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="pmc-members">PMC Members<a href="#pmc-members" class="hash-link" aria-label="Direct link to PMC Members" title="Direct link to PMC Members">​</a></h2><p>The project management committee (PMC) is the project governance body. Committers or contributors that have demonstrated continued involvement with the community can be nominated to become members of the PMC.</p><p>PMC members nominate new contributors to the project as either committers or as new PMC members, and PMC members cast votes on electing new committers or PMC members to the project. PMC members also have binding votes on any project matters. Refer to <a href="http://www.apache.org/foundation/governance/pmcs.html" target="_blank" rel="noopener noreferrer">ASF PMCs governance</a> for a more detailed explanation of the duties and roles of the PMC.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/become-core-developer.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"><span class="theme-last-updated">Last updated<!-- --> on <b><time datetime="2024-05-03T01:35:00.000Z">May 3, 2024</time></b> by 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href="https://www.apache.org/foundation/how-it-works.html#roles" target="_blank" rel="noopener noreferrer">the Apache governance model</a>.</p><p>Basically, core developers consist of committers and PMC members.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="committers">Committers<a href="#committers" class="hash-link" aria-label="Direct link to Committers" title="Direct link to Committers">​</a></h2><p>Committers are community members that have write access to the project&#x27;s repositories, i.e. they can modify the code, documentation, and website by themselves and also accept other contributions.</p><p>There is no strict protocol for becoming a committer. Candidates for new committers are typically people that are active contributors and community members.</p><p>Being an active community member means participating on mailing list discussions, helping to answer questions, verifying release candidates, being respectful towards others, and following the meritocratic principles of community management. Since <a href="https://www.apache.org/theapacheway/index.html" target="_blank" rel="noopener noreferrer">the Apache Way</a> has a strong focus on the project community, this part is very important.</p><p>Of course, contributing code and documentation to the project is important as well. A good way to start is contributing improvements, new features, or bug fixes. You need to show that you take responsibility for the code that you contribute, add tests and documentation, and help maintaining it.</p><p>Every new committer has to be proposed by a current committer and then privately discussed and voted in by the members of the Pulsar PMC. For details about this process and for candidate requirements see the general <a href="https://community.apache.org/newcommitter.html" target="_blank" rel="noopener noreferrer">Apache guidelines for assessing new candidates for committership</a>.</p><p>Candidates prepare for their nomination as committer by contributing to the Pulsar project and its community, by acting according to the Apache Way, and by generally following the path from <a href="https://community.apache.org/contributors/" target="_blank" rel="noopener noreferrer">contributor to committer</a> for Apache projects.</p><p>If you would like to become a committer, you should engage with the community and start contributing to Apache Pulsar in any of the above ways. You might also want to talk to other committers and ask for their advice and guidance.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="pmc-members">PMC Members<a href="#pmc-members" class="hash-link" aria-label="Direct link to PMC Members" title="Direct link to PMC Members">​</a></h2><p>The project management committee (PMC) is the project governance body. Committers or contributors that have demonstrated continued involvement with the community can be nominated to become members of the PMC.</p><p>PMC members nominate new contributors to the project as either committers or as new PMC members, and PMC members cast votes on electing new committers or PMC members to the project. PMC members also have binding votes on any project matters. Refer to <a href="http://www.apache.org/foundation/governance/pmcs.html" target="_blank" rel="noopener noreferrer">ASF PMCs governance</a> for a more detailed explanation of the duties and roles of the PMC.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/become-core-developer.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"><span class="theme-last-updated">Last updated<!-- --> on <b><time datetime="2024-05-06T23:51:02.000Z">May 6, 2024</time></b> by <b>Dragos 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itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Releases</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/contribute/release-process/"><span itemprop="name">Release process</span></a><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Creating GPG keys</span><meta itemprop="position" content="3"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Creating GPG keys</h1></header><p>This page provides instructions for Pulsar committers on how to do the initial GPG setup.</p><p>This is a condensed version of instructions available at <a href="http://apache.org/dev/openpgp.html" target="_blank" rel="noopener noreferrer">http://apache.org/dev/openpgp.html</a>.</p><p>Create ~/.gnupg directory with proper permissions before adding custom config:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">mkdir</span><span class="token plain"> ~/.gnupg</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">chmod</span><span class="token plain"> 0700 ~/.gnupg</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Install GnuPG. For example on macOS:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">brew </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> gnupg</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># On MacOS, install keychain integration</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">brew </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> pinentry-mac</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">echo</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;pinentry-program </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$(</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">brew --prefix</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">)</span><span class="token string" style="color:rgb(255, 121, 198)">/bin/pinentry-mac&quot;</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">tee</span><span class="token plain"> -a ~/.gnupg/gpg-agent.conf</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Configure gnupg to use standard DNS resolution:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># resolves common &quot;gpg: keyserver receive failed: Network is unreachable&quot; and </span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># &quot;gpg: keyserver receive failed: No keyserver available&quot; errors</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">echo</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;standard-resolver&quot;</span><span class="token plain"> </span><span class="token operator">&gt;</span><span class="token plain">  ~/.gnupg/dirmngr.conf</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">sudo</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">pkill</span><span class="token plain"> dirmngr</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Set configuration to use <code>SHA512</code> keys by default:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">cat</span><span class="token plain"> </span><span class="token operator">&lt;&lt;</span><span class="token string" style="color:rgb(255, 121, 198)">EOL</span><span class="token string bash punctuation" style="color:rgb(248, 248, 242)"> </span><span class="token string bash punctuation operator" style="color:rgb(248, 248, 242)">&gt;&gt;</span><span class="token string bash punctuation" style="color:rgb(248, 248, 242)"> ~/.gnupg/gpg.conf</span><span class="token string" style="color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">personal-digest-preferences SHA512</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">cert-digest-algo SHA512</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">default-preference-list SHA512 SHA384 SHA256 SHA224 AES256 AES192 AES CAST5 ZLIB BZIP2 ZIP Uncompressed</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">EOL</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Check the version:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">gpg --version</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># gpg (GnuPG) 2.1.22</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># ...</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Generate new GPG key:</p><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>New <strong>RSA</strong> keys generated should be at least <strong>4096</strong> bits.</p><p>The requested passphrase is for your GPG private key. The passphrase should be a strong password, and you should store it securely in your personal password manager.</p></div></div><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># For 1.x or 2.0.x</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">gpg --gen-key</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># For 2.1.x</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">gpg --full-gen-key</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">gpg </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain">GnuPG</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"> </span><span class="token number">2.1</span><span class="token plain">.22</span><span class="token punctuation" style="color:rgb(248, 248, 242)">;</span><span class="token plain"> Copyright </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain">C</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"> </span><span class="token number">2017</span><span class="token plain"> Free Software Foundation, Inc.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">This is </span><span class="token function" style="color:rgb(80, 250, 123)">free</span><span class="token plain"> software: you are </span><span class="token function" style="color:rgb(80, 250, 123)">free</span><span class="token plain"> to change and redistribute it.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">There is NO WARRANTY, to the extent permitted by law.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Please </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">select</span><span class="token plain"> what kind of key you want:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">   </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"> RSA and RSA </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain">default</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">   </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token number">2</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"> DSA and Elgamal</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">   </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token number">3</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"> DSA </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain">sign only</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">   </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token number">4</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"> RSA </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain">sign only</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Your selection? </span><span class="token number">1</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">RSA keys may be between </span><span class="token number">1024</span><span class="token plain"> and </span><span class="token number">4096</span><span class="token plain"> bits long.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">What keysize </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">do</span><span class="token plain"> you want? </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token number">2048</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"> </span><span class="token number">4096</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Requested keysize is </span><span class="token number">4096</span><span class="token plain"> bits</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Please specify how long the key should be valid.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">         </span><span class="token number">0</span><span class="token plain"> </span><span class="token operator">=</span><span class="token plain"> key does not expire</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token operator">&lt;</span><span class="token plain">n</span><span class="token operator">&gt;</span><span class="token plain">  </span><span class="token operator">=</span><span class="token plain"> key expires </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">in</span><span class="token plain"> n days</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token operator">&lt;</span><span class="token plain">n</span><span class="token operator">&gt;</span><span class="token plain">w </span><span class="token operator">=</span><span class="token plain"> key expires </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">in</span><span class="token plain"> n weeks</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token operator">&lt;</span><span class="token plain">n</span><span class="token operator">&gt;</span><span class="token plain">m </span><span class="token operator">=</span><span class="token plain"> key expires </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">in</span><span class="token plain"> n months</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token operator">&lt;</span><span class="token plain">n</span><span class="token operator">&gt;</span><span class="token plain">y </span><span class="token operator">=</span><span class="token plain"> key expires </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">in</span><span class="token plain"> n years</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Key is valid for? </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"> </span><span class="token number">0</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Key does not expire at all</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Is this correct? </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain">y/N</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"> y</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">GnuPG needs to construct a user ID to identify your key.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Real name: </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">test</span><span class="token plain"> user</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Email address: test@apache.org</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Comment: CODE SIGNING KEY</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">You selected this </span><span class="token environment constant" style="color:rgb(189, 147, 249)">USER</span><span class="token plain">-ID:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test user (CODE SIGNING KEY) &lt;test@apache.org&gt;&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Change </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain">N</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain">ame, </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain">C</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain">omment, </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain">E</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain">mail or </span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain">O</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain">kay/</span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain">Q</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain">uit? O</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token operator">&lt;</span><span class="token plain">Enter passphrase</span><span class="token operator">&gt;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="upload-the-key-to-a-public-key-server">Upload the key to a public key server<a href="#upload-the-key-to-a-public-key-server" class="hash-link" aria-label="Direct link to Upload the key to a public key server" title="Direct link to Upload the key to a public key server">​</a></h2><p>Use the key id to publish it to several public key servers:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># find out your key id</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">APACHEID</span><span class="token operator">=</span><span class="token plain">your_asf_id</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">KEY_ID</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$(</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">gpg --list-keys --with-colons $APACHEID@apache.org </span><span class="token variable operator" style="color:rgb(189, 147, 249);font-style:italic">|</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable function" style="color:rgb(80, 250, 123);font-style:italic">egrep</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable string" style="color:rgb(255, 121, 198);font-style:italic">&quot;^pub&quot;</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable operator" style="color:rgb(189, 147, 249);font-style:italic">|</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable function" style="color:rgb(80, 250, 123);font-style:italic">awk</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> -F: </span><span class="token variable string" style="color:rgb(255, 121, 198);font-style:italic">&#x27;{print $5}&#x27;</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">echo</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;key id: </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$KEY_ID</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># send the public key to multiple servers</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">gpg --send-key </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$KEY_ID</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">gpg --send-key --keyserver</span><span class="token operator">=</span><span class="token plain">keys.openpgp.org </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$KEY_ID</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">gpg --send-key --keyserver</span><span class="token operator">=</span><span class="token plain">keyserver.ubuntu.com </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$KEY_ID</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="make-your-the-apache-key-the-default-key-for-gpg">Make your the Apache key the default key for GPG<a href="#make-your-the-apache-key-the-default-key-for-gpg" class="hash-link" aria-label="Direct link to Make your the Apache key the default key for GPG" title="Direct link to Make your the Apache key the default key for GPG">​</a></h2><p>This is required for signing the release artifacts</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">APACHEID</span><span class="token operator">=</span><span class="token plain">your_asf_id</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">KEY_ID</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$(</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">gpg --list-keys --with-colons $APACHEID@apache.org </span><span class="token variable operator" style="color:rgb(189, 147, 249);font-style:italic">|</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable function" style="color:rgb(80, 250, 123);font-style:italic">egrep</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable string" style="color:rgb(255, 121, 198);font-style:italic">&quot;^pub&quot;</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable operator" style="color:rgb(189, 147, 249);font-style:italic">|</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable function" style="color:rgb(80, 250, 123);font-style:italic">awk</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> -F: </span><span class="token variable string" style="color:rgb(255, 121, 198);font-style:italic">&#x27;{print $5}&#x27;</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">echo</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;default-key </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$KEY_ID</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token plain"> </span><span class="token operator">&gt;&gt;</span><span class="token plain"> ~/.gnupg/gpg.conf</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="appending-the-key-to-keys-files">Appending the key to KEYS files<a href="#appending-the-key-to-keys-files" class="hash-link" aria-label="Direct link to Appending the key to KEYS files" title="Direct link to Appending the key to KEYS files">​</a></h2><p>The GPG key needs to be appended to <code>KEYS</code> file for the release candidates.</p><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>A PMC member should complete this step.
-Please provide your GPG key id to the PMC member to verify that it matches the one uploaded to the key servers.</p></div></div><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># Checkout the SVN folder containing the KEYS file</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">svn co https://dist.apache.org/repos/dist/release/pulsar pulsar-dist-release-keys --depth files</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> pulsar-dist-release-keys</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">svn up KEYS</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">APACHEID</span><span class="token operator">=</span><span class="token plain">apacheid</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># import the key from the keyserver, ensure that the key id matches the one provided by the committer</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">gpg --search-keys </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$APACHEID</span><span class="token plain">@apache.org</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">KEY_ID</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$(</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">gpg --list-keys --with-colons $APACHEID@apache.org </span><span class="token variable operator" style="color:rgb(189, 147, 249);font-style:italic">|</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable function" style="color:rgb(80, 250, 123);font-style:italic">egrep</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable string" style="color:rgb(255, 121, 198);font-style:italic">&quot;^pub&quot;</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable operator" style="color:rgb(189, 147, 249);font-style:italic">|</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable function" style="color:rgb(80, 250, 123);font-style:italic">awk</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> -F: </span><span class="token variable string" style="color:rgb(255, 121, 198);font-style:italic">&#x27;{print $5}&#x27;</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">echo</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;key id: </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$KEY_ID</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Export the key in ascii format and append it to the file</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Make sure that the GPG key id matches the one from the committer</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain"> gpg --list-sigs </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$APACHEID</span><span class="token plain">@apache.org</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  gpg --export --armor </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$APACHEID</span><span class="token plain">@apache.org </span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">tee</span><span class="token plain"> -a KEYS</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Commit to SVN</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">svn ci -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;Added gpg key for </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$APACHEID</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 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0 0 1-1-1.15l1.38-9a1 1 0 0 1 1-.85h10.291v9.788ZM19.661 1a3.31 3.31 0 0 1 3.329 2.866c.006.044.01.09.01.134v7c0 .045-.004.09-.01.134A3.31 3.31 0 0 1 19.661 14h-2.012l-3.736 8.406a1 1 0 0 1-.914.594 4 4 0 0 1-4-4v-3H4.344a3 3 0 0 1-2.994-3.45l1.38-9A3.002 3.002 0 0 1 5.724 1h13.937Z" fill="currentColor"></path></svg></div></div><div class="Actions_uugI"><a target="_blank" class="Action_iBHd" href="https://github.com/apache/pulsar/issues/new?assignees=&amp;labels=doc-required&amp;projects=&amp;template=doc.yml&amp;title=%5BDoc%5D+">💡 Suggest changes</a><a target="_blank" class="Action_iBHd" href="https://github.com/apache/pulsar/discussions/new?category=q-a">🛟 Get support</a></div></div><ul class="table-of-contents table-of-contents__left-border"><li><a href="#upload-the-key-to-a-public-key-server" class="table-of-contents__link toc-highlight">Upload the key to a public key server</a></li><li><a href="#make-your-the-apache-key-the-default-key-for-gpg" class="table-of-contents__link toc-highlight">Make your the Apache key the default key for GPG</a></li><li><a href="#appending-the-key-to-keys-files" class="table-of-contents__link toc-highlight">Appending the key to KEYS files</a></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title"></div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://www.apache.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">Foundation<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://www.apache.org/events/current-event.html" target="_blank" rel="noopener noreferrer" 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+Please provide your GPG key id to the PMC member to verify that it matches the one uploaded to the key servers.</p></div></div><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># Checkout the SVN folder containing the KEYS file</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">svn co https://dist.apache.org/repos/dist/release/pulsar pulsar-dist-release-keys --depth files</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> pulsar-dist-release-keys</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">svn up KEYS</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">APACHEID</span><span class="token operator">=</span><span class="token plain">apacheid</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># import the key from the keyserver, ensure that the key id matches the one provided by the committer</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">gpg --search-keys </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$APACHEID</span><span class="token plain">@apache.org</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">KEY_ID</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$(</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">gpg --list-keys --with-colons $APACHEID@apache.org </span><span class="token variable operator" style="color:rgb(189, 147, 249);font-style:italic">|</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable function" style="color:rgb(80, 250, 123);font-style:italic">egrep</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable string" style="color:rgb(255, 121, 198);font-style:italic">&quot;^pub&quot;</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable operator" style="color:rgb(189, 147, 249);font-style:italic">|</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable function" style="color:rgb(80, 250, 123);font-style:italic">awk</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> -F: </span><span class="token variable string" style="color:rgb(255, 121, 198);font-style:italic">&#x27;{print $5}&#x27;</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">echo</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;key id: </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$KEY_ID</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Export the key in ascii format and append it to the file</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Make sure that the GPG key id matches the one from the committer</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain"> gpg --list-sigs </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$APACHEID</span><span class="token plain">@apache.org</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  gpg --export --armor </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$APACHEID</span><span class="token plain">@apache.org </span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">tee</span><span class="token plain"> -a KEYS</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Commit to SVN</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">svn ci -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;Added gpg key for </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$APACHEID</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 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0 0 1 1-.85h10.291v9.788ZM19.661 1a3.31 3.31 0 0 1 3.329 2.866c.006.044.01.09.01.134v7c0 .045-.004.09-.01.134A3.31 3.31 0 0 1 19.661 14h-2.012l-3.736 8.406a1 1 0 0 1-.914.594 4 4 0 0 1-4-4v-3H4.344a3 3 0 0 1-2.994-3.45l1.38-9A3.002 3.002 0 0 1 5.724 1h13.937Z" fill="currentColor"></path></svg></div></div><div class="Actions_uugI"><a target="_blank" class="Action_iBHd" href="https://github.com/apache/pulsar/issues/new?assignees=&amp;labels=doc-required&amp;projects=&amp;template=doc.yml&amp;title=%5BDoc%5D+">💡 Suggest changes</a><a target="_blank" class="Action_iBHd" href="https://github.com/apache/pulsar/discussions/new?category=q-a">🛟 Get support</a></div></div><ul class="table-of-contents table-of-contents__left-border"><li><a href="#upload-the-key-to-a-public-key-server" class="table-of-contents__link toc-highlight">Upload the key to a public key server</a></li><li><a href="#make-your-the-apache-key-the-default-key-for-gpg" class="table-of-contents__link toc-highlight">Make your the 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itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Coding conventions</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Coding conventions</h1></header><p>The guidelines help to encourage consistency and best practices among people working on Apache Pulsar code base. You should observe the guidelines unless there is compelling reason to ignore them. Pulsar uses checkstyle to enforce coding style, refer to our <a href="https://github.com/apache/pulsar/blob/master/buildtools/src/main/resources/pulsar/checkstyle.xml" target="_blank" rel="noopener noreferrer">checkstyle rules</a> for all enforced checkstyle rules.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="java-code-style">Java code style<a href="#java-code-style" class="hash-link" aria-label="Direct link to Java code style" title="Direct link to Java code style">​</a></h2><p>Apache Pulsar code follows the <a href="http://www.oracle.com/technetwork/java/javase/documentation/codeconvtoc-136057.html" target="_blank" rel="noopener noreferrer">Sun Java Coding Convention</a>, with the following additions.</p><ul><li>Indentation should be <strong>4 spaces</strong>. Tabs should never be used.</li><li>Use curly braces even for single-line ifs and elses.</li><li>No @author tags in any javadoc.</li><li>Use try-with-resources blocks whenever is possible.</li><li><strong>TODO</strong>s should be associated to at least one issue.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="dependencies">Dependencies<a href="#dependencies" class="hash-link" aria-label="Direct link to Dependencies" title="Direct link to Dependencies">​</a></h2><p>Apache Pulsar uses the following libraries a lot:</p><ul><li><a href="https://github.com/google/guava" target="_blank" rel="noopener noreferrer">Guava</a> as a fundamental core library</li><li><a href="http://netty.io/" target="_blank" rel="noopener noreferrer">Netty</a> for network communications and memory buffer management.</li></ul><p>Use these libraries whenever possible rather than introducing more dependencies.</p><p>Dependencies are bundled with our binary distributions, so you need to attach the relevant licenses when adding new dependencies.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="future">Future<a href="#future" class="hash-link" aria-label="Direct link to Future" title="Direct link to Future">​</a></h2><p><code>CompletableFuture</code> introduce in Java 8 is preferred over Guava&#x27;s <code>ListenableFuture</code>. Use <code>CompletableFuture</code> whenever possible.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="memory">Memory<a href="#memory" class="hash-link" aria-label="Direct link to Memory" title="Direct link to Memory">​</a></h2><p>Use netty <code>ByteBuf</code> over <code>java.nio.ByteBuffer</code> for internal usage. As Pulsar uses Netty Buffer for memory management.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="logging">Logging<a href="#logging" class="hash-link" aria-label="Direct link to Logging" title="Direct link to Logging">​</a></h2><ul><li>Logging should be taken seriously. Please take the time to access the logs when making a change to ensure that the important things are getting logged and there is no junk there.</li><li>Logging statements should be complete sentences with proper capitalization that are written to be read by a person not necessarily familiar with the source code.</li><li>All logs should be done with <strong>SLF4j</strong>, never <code>System.out</code> or <code>System.err</code>.</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="logging-levels">Logging levels<a href="#logging-levels" class="hash-link" aria-label="Direct link to Logging levels" title="Direct link to Logging levels">​</a></h3><ul><li><strong>INFO</strong> is the level you should assume the software will be run in. INFO messages are things which are not bad but which the user will definitely want to know about every time they occur.</li><li><strong>TRACE</strong> and <strong>DEBUG</strong> are both things you turn on when something is wrong, and you want to figure out what is going on. <strong>DEBUG</strong> should not be so fine-grained that it will seriously affect performance of the program. <strong>TRACE</strong> can be anything. You should wrap DEBUG and TRACE statements in the <code>if (logger.isDebugEnabled())</code> or <code>if (logger.isTraceEnabled())</code> check to avoid performance degradation.</li><li><strong>WARN</strong> and <strong>ERROR</strong> indicate something that is <em>BAD</em>. Use WARN if you aren&#x27;t totally sure it is bad, and ERROR if you are.</li></ul><p>Log the stack traces at <strong>ERROR</strong> level, but never at <strong>INFO</strong> level or below. You can log at <strong>WARN</strong> level if you are interested in debugging.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="monitoring">Monitoring<a href="#monitoring" class="hash-link" aria-label="Direct link to Monitoring" title="Direct link to Monitoring">​</a></h2><ul><li>Any new features should come with appropriate metrics, so monitoring the feature is working correctly.</li><li>Those metrics should be taken seriously and only export useful metrics that would be used on production on monitoring/alerting healthy of the system, or troubleshooting problems.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="unit-tests">Unit tests<a href="#unit-tests" class="hash-link" aria-label="Direct link to Unit tests" title="Direct link to Unit tests">​</a></h2><ul><li>New changes should come with unit tests that verify the functionality being added.</li><li>Unit tests should test the least amount of code possible. Don&#x27;t start the whole server unless there is no other way to test a single class or small group of classes in isolation.</li><li>Tests should not depend on any external resources. They need to set up and teardown their own stuff.</li><li>It is okay to use the filesystem and network in tests since that&#x27;s our business, but you need to clean up them after test.</li><li>DO NOT use sleep or other timing assumptions in tests. It is wrong and will fail intermittently on any test server with other things going on that causes delays.</li><li>You&#x27;d better add a timeout value to all test cases, to prevent a build from completing indefinitely. For example, <code>@Test(timeout=60000)</code>.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="configuration">Configuration<a href="#configuration" class="hash-link" aria-label="Direct link to Configuration" title="Direct link to Configuration">​</a></h2><ul><li>When you use the config files, think of the names from the very beginning.</li><li>If you run the program without tuning parameters, use the default values.</li><li>All configuration settings should be added accordingly in the <a href="https://github.com/apache/pulsar/tree/master/conf" target="_blank" rel="noopener noreferrer">default configuration file</a> directory and documented accordingly.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="concurrency">Concurrency<a href="#concurrency" class="hash-link" aria-label="Direct link to Concurrency" title="Direct link to Concurrency">​</a></h2><p>Apache Pulsar is a low latency system, it is implemented as a purely asynchronous service, which is accomplished as follows:</p><ul><li>All public classes should be <strong>thread-safe</strong>.</li><li>Prefer using <a href="https://github.com/apache/bookkeeper/blob/master/bookkeeper-common/src/main/java/org/apache/bookkeeper/common/util/OrderedExecutor.java" target="_blank" rel="noopener noreferrer">OrderedExecutor</a> for executing any asynchronous actions. The mutations to the same instance should be submitted to the same thread to execute.</li><li>If synchronization and locking are required, they should be in a fine granularity way.</li><li>All threads should have proper meaningful name.</li><li>If a class is not thread-safe, it should be annotated <a href="https://github.com/misberner/jsr-305/blob/master/ri/src/main/java/javax/annotation/concurrent/NotThreadSafe.java" target="_blank" rel="noopener noreferrer">@NotThreadSafe</a>. The instances that use this class is responsible for its synchronization.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="backwards-compatibility">Backwards compatibility<a href="#backwards-compatibility" class="hash-link" aria-label="Direct link to Backwards compatibility" title="Direct link to Backwards compatibility">​</a></h2><ul><li>Wire protocol should support backwards compatibility to enable no-downtime upgrades. 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itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Coding conventions</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Coding conventions</h1></header><p>The guidelines help to encourage consistency and best practices among people working on Apache Pulsar code base. You should observe the guidelines unless there is compelling reason to ignore them. Pulsar uses checkstyle to enforce coding style, refer to our <a href="https://github.com/apache/pulsar/blob/master/buildtools/src/main/resources/pulsar/checkstyle.xml" target="_blank" rel="noopener noreferrer">checkstyle rules</a> for all enforced checkstyle rules.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="java-code-style">Java code style<a href="#java-code-style" class="hash-link" aria-label="Direct link to Java code style" title="Direct link to Java code style">​</a></h2><p>Apache Pulsar code follows the <a href="http://www.oracle.com/technetwork/java/javase/documentation/codeconvtoc-136057.html" target="_blank" rel="noopener noreferrer">Sun Java Coding Convention</a>, with the following additions.</p><ul><li>Indentation should be <strong>4 spaces</strong>. Tabs should never be used.</li><li>Use curly braces even for single-line ifs and elses.</li><li>No @author tags in any javadoc.</li><li>Use try-with-resources blocks whenever is possible.</li><li><strong>TODO</strong>s should be associated to at least one issue.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="dependencies">Dependencies<a href="#dependencies" class="hash-link" aria-label="Direct link to Dependencies" title="Direct link to Dependencies">​</a></h2><p>Apache Pulsar uses the following libraries a lot:</p><ul><li><a href="https://github.com/google/guava" target="_blank" rel="noopener noreferrer">Guava</a> as a fundamental core library</li><li><a href="http://netty.io/" target="_blank" rel="noopener noreferrer">Netty</a> for network communications and memory buffer management.</li></ul><p>Use these libraries whenever possible rather than introducing more dependencies.</p><p>Dependencies are bundled with our binary distributions, so you need to attach the relevant licenses when adding new dependencies.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="future">Future<a href="#future" class="hash-link" aria-label="Direct link to Future" title="Direct link to Future">​</a></h2><p><code>CompletableFuture</code> introduce in Java 8 is preferred over Guava&#x27;s <code>ListenableFuture</code>. Use <code>CompletableFuture</code> whenever possible.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="memory">Memory<a href="#memory" class="hash-link" aria-label="Direct link to Memory" title="Direct link to Memory">​</a></h2><p>Use netty <code>ByteBuf</code> over <code>java.nio.ByteBuffer</code> for internal usage. As Pulsar uses Netty Buffer for memory management.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="logging">Logging<a href="#logging" class="hash-link" aria-label="Direct link to Logging" title="Direct link to Logging">​</a></h2><ul><li>Logging should be taken seriously. Please take the time to access the logs when making a change to ensure that the important things are getting logged and there is no junk there.</li><li>Logging statements should be complete sentences with proper capitalization that are written to be read by a person not necessarily familiar with the source code.</li><li>All logs should be done with <strong>SLF4j</strong>, never <code>System.out</code> or <code>System.err</code>.</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="logging-levels">Logging levels<a href="#logging-levels" class="hash-link" aria-label="Direct link to Logging levels" title="Direct link to Logging levels">​</a></h3><ul><li><strong>INFO</strong> is the level you should assume the software will be run in. INFO messages are things which are not bad but which the user will definitely want to know about every time they occur.</li><li><strong>TRACE</strong> and <strong>DEBUG</strong> are both things you turn on when something is wrong, and you want to figure out what is going on. <strong>DEBUG</strong> should not be so fine-grained that it will seriously affect performance of the program. <strong>TRACE</strong> can be anything. You should wrap DEBUG and TRACE statements in the <code>if (logger.isDebugEnabled())</code> or <code>if (logger.isTraceEnabled())</code> check to avoid performance degradation.</li><li><strong>WARN</strong> and <strong>ERROR</strong> indicate something that is <em>BAD</em>. Use WARN if you aren&#x27;t totally sure it is bad, and ERROR if you are.</li></ul><p>Log the stack traces at <strong>ERROR</strong> level, but never at <strong>INFO</strong> level or below. You can log at <strong>WARN</strong> level if you are interested in debugging.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="monitoring">Monitoring<a href="#monitoring" class="hash-link" aria-label="Direct link to Monitoring" title="Direct link to Monitoring">​</a></h2><ul><li>Any new features should come with appropriate metrics, so monitoring the feature is working correctly.</li><li>Those metrics should be taken seriously and only export useful metrics that would be used on production on monitoring/alerting healthy of the system, or troubleshooting problems.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="unit-tests">Unit tests<a href="#unit-tests" class="hash-link" aria-label="Direct link to Unit tests" title="Direct link to Unit tests">​</a></h2><ul><li>New changes should come with unit tests that verify the functionality being added.</li><li>Unit tests should test the least amount of code possible. Don&#x27;t start the whole server unless there is no other way to test a single class or small group of classes in isolation.</li><li>Tests should not depend on any external resources. They need to set up and teardown their own stuff.</li><li>It is okay to use the filesystem and network in tests since that&#x27;s our business, but you need to clean up them after test.</li><li>DO NOT use sleep or other timing assumptions in tests. It is wrong and will fail intermittently on any test server with other things going on that causes delays.</li><li>You&#x27;d better add a timeout value to all test cases, to prevent a build from completing indefinitely. For example, <code>@Test(timeout=60000)</code>.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="configuration">Configuration<a href="#configuration" class="hash-link" aria-label="Direct link to Configuration" title="Direct link to Configuration">​</a></h2><ul><li>When you use the config files, think of the names from the very beginning.</li><li>If you run the program without tuning parameters, use the default values.</li><li>All configuration settings should be added accordingly in the <a href="https://github.com/apache/pulsar/tree/master/conf" target="_blank" rel="noopener noreferrer">default configuration file</a> directory and documented accordingly.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="concurrency">Concurrency<a href="#concurrency" class="hash-link" aria-label="Direct link to Concurrency" title="Direct link to Concurrency">​</a></h2><p>Apache Pulsar is a low latency system, it is implemented as a purely asynchronous service, which is accomplished as follows:</p><ul><li>All public classes should be <strong>thread-safe</strong>.</li><li>Prefer using <a href="https://github.com/apache/bookkeeper/blob/master/bookkeeper-common/src/main/java/org/apache/bookkeeper/common/util/OrderedExecutor.java" target="_blank" rel="noopener noreferrer">OrderedExecutor</a> for executing any asynchronous actions. The mutations to the same instance should be submitted to the same thread to execute.</li><li>If synchronization and locking are required, they should be in a fine granularity way.</li><li>All threads should have proper meaningful name.</li><li>If a class is not thread-safe, it should be annotated <a href="https://github.com/misberner/jsr-305/blob/master/ri/src/main/java/javax/annotation/concurrent/NotThreadSafe.java" target="_blank" rel="noopener noreferrer">@NotThreadSafe</a>. The instances that use this class is responsible for its synchronization.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="backwards-compatibility">Backwards compatibility<a href="#backwards-compatibility" class="hash-link" aria-label="Direct link to Backwards compatibility" title="Direct link to Backwards compatibility">​</a></h2><ul><li>Wire protocol should support backwards compatibility to enable no-downtime upgrades. This means the servers <strong>MUST</strong> be able to support requests from both old and new clients simultaneously.</li><li>Metadata formats and data formats should support backwards compatibility.</li></ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/develop-coding-conventions.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"><span class="theme-last-updated">Last updated<!-- --> on <b><time datetime="2024-05-06T23:51:02.000Z">May 6, 2024</time></b> by <b>Dragos 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content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Label strategy</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Label strategy</h1></header><p>This guide explains the labels used in the <a href="http://github.com/apache/pulsar" target="_blank" rel="noopener noreferrer">apache/pulsar</a> repository (the main repo).</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="type">type/*<a href="#type" class="hash-link" aria-label="Direct link to type/*" title="Direct link to type/*">​</a></h2><p>The type/* labels are mainly distinguish the issues and PRs are for bug reporting, bug fix, feature requests, feature support.</p><table><thead><tr><th>Label</th><th>Description</th></tr></thead><tbody><tr><td><code>type/cleanup</code></td><td>Code or doc cleanups e.g. remove the outdated documentation or remove the code no longer in use</td></tr><tr><td><code>type/feature</code></td><td>The PR added a new feature or issue requested a new feature</td></tr><tr><td><code>type/bug</code></td><td>Your PR fixed a bug or issue reported a bug</td></tr><tr><td><code>type/refactor</code></td><td>Code or doc refactors. e.g. refactor code structure or methods to improve code readability</td></tr><tr><td><code>type/enhancement</code></td><td>The enhancements for the existing features or docs. e.g. reduce memory usage of the delayed messages</td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="component">component/*<a href="#component" class="hash-link" aria-label="Direct link to component/*" title="Direct link to component/*">​</a></h2><p>The component/* labels are indicating which component the issues or PRs have happened</p><table><thead><tr><th>Label</th><th>Description</th></tr></thead><tbody><tr><td><code>component/function</code></td><td></td></tr><tr><td><code>component/broker</code></td><td></td></tr><tr><td><code>component/cli</code></td><td>pulsar-admin, pulsar-client, pulsar-perf ...</td></tr><tr><td><code>component/client</code></td><td>Java client</td></tr><tr><td><code>component/proxy</code></td><td>Pulsar proxy</td></tr><tr><td><code>component/tieredstorage</code></td><td></td></tr><tr><td><code>component/sql</code></td><td>Pulsar SQL based on trino</td></tr><tr><td><code>component/transaction</code></td><td></td></tr><tr><td><code>component/schema</code></td><td></td></tr><tr><td><code>component/security</code></td><td></td></tr><tr><td><code>component/config</code></td><td>Pulsar configurations</td></tr><tr><td><code>component/authentication</code></td><td></td></tr><tr><td><code>component/build</code></td><td></td></tr><tr><td><code>component/geo-replication</code></td><td></td></tr><tr><td><code>component/metrics</code></td><td></td></tr><tr><td><code>component/metadata</code></td><td></td></tr><tr><td><code>component/tool</code></td><td></td></tr><tr><td><code>component/admin</code></td><td></td></tr><tr><td><code>component/test</code></td><td>Improve test coverage or enhance the test</td></tr><tr><td><code>component/ci</code></td><td></td></tr><tr><td><code>component/compaction</code></td><td></td></tr><tr><td><code>component/connector</code></td><td></td></tr><tr><td><code>component/websocket</code></td><td></td></tr><tr><td><code>component/ML</code></td><td>Managed Ledger</td></tr><tr><td><code>component/authorization</code></td><td></td></tr><tr><td><code>component/dependency</code></td><td></td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="category">category/*<a href="#category" class="hash-link" aria-label="Direct link to category/*" title="Direct link to category/*">​</a></h2><p>In addition to being able to identify which component that the issue, PR is fixed or enhanced. The category labels will provide more information about the fix or enhancement for functionality, reliability, or performance. For most cases, the category labels only work with type/bug and type/enhancement.</p><table><thead><tr><th>Label</th><th>Description</th></tr></thead><tbody><tr><td><code>category/functionality</code></td><td>some functions are not working such as get errors.</td></tr><tr><td><code>category/reliability</code></td><td>the function is working for most cases. It does not work properly in certain specific environments or failures. e.g. data lost, consumption stuck</td></tr><tr><td><code>category/performance</code></td><td>performance issues fix or improvements.</td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="ready-to-test">ready-to-test<a href="#ready-to-test" class="hash-link" aria-label="Direct link to ready-to-test" title="Direct link to ready-to-test">​</a></h2><p>After <a href="https://github.com/apache/pulsar/pull/17693" target="_blank" rel="noopener noreferrer">PR-17693</a> merged, pull requests <strong>except <a href="https://github.com/apache/pulsar/blob/master/.github/changes-filter.yaml#L5" target="_blank" rel="noopener noreferrer">docs only changes</a></strong> should be first tested in your own fork since the pulsar CI based on GitHub Actions has constrained resources and quota. GitHub Actions provides separate quota for pull requests that are executed in a forked repository.</p><p>When a committer believe the PR is ready to test, they will label <code>ready-to-test</code> to the PR, and then you can rerun the CI tasks by commenting <code>/pulsarbot run-failure-checks</code> and trigger the full CI validation.</p><p>See also <a href="/contribute/personal-ci/">CI Testing in Fork</a>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="doc-">doc-*<a href="#doc-" class="hash-link" aria-label="Direct link to doc-*" title="Direct link to doc-*">​</a></h2><p>When submitting an issue or PR, you must <a href="https://github.com/apache/pulsar/blob/master/.github/PULL_REQUEST_TEMPLATE.md#documentation" target="_blank" rel="noopener noreferrer">choose one of the documentation checkboxes</a>, so the automation can label the PR correctly.</p><table><thead><tr><th>Label</th><th>Description</th></tr></thead><tbody><tr><td><code>doc-not-needed</code></td><td>Your PR changes do not impact docs</td></tr><tr><td><code>doc</code></td><td>Your PR contains doc changes, no matter whether the changes are in markdown or code files.</td></tr><tr><td><code>doc-required</code></td><td>Your PR changes impact docs and you will update later.</td></tr><tr><td><code>doc-complete</code></td><td>Your PR changes impact docs and the related docs have been already added.</td></tr><tr><td><code>doc-label-missing</code></td><td>The Bot applies this label when there is no doc label information in the PR if one of the following conditions is met: <br><li>You do not provide a doc label.</li><li>You provide multiple doc labels.</li><li>You delete backticks (``) in doc labels.</li><li>You add blanks in square brackets.</li></td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="release">release/*<a href="#release" class="hash-link" aria-label="Direct link to release/*" title="Direct link to release/*">​</a></h2><table><thead><tr><th>Label</th><th>Description</th></tr></thead><tbody><tr><td><code>release/important-notice</code></td><td>The changes which are important should be mentioned in the release note</td></tr><tr><td><code>release/blocker</code></td><td>Indicate the PR or issue that should block the release until it gets resolved</td></tr><tr><td><code>release/&lt;version&gt;</code></td><td>The labels are indicating which version the issue/PR has been fixed or will be fixed depending on if the version is released or not</td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="cherry-picked">cherry-picked/*<a href="#cherry-picked" class="hash-link" aria-label="Direct link to cherry-picked/*" title="Direct link to cherry-picked/*">​</a></h2><p>The cherry-picked/* labels are more mainly for Pulsar committers to ensure the fixes are cherry-picked to the release branches. The label only can be added after the cherry-picking is done for a corresponding branch. So that the release manager can have a list of PRs that should to be cherry-picked.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/develop-labels.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"><span class="theme-last-updated">Last updated<!-- --> on <b><time datetime="2024-05-03T01:35:00.000Z">May 3, 2024</time></b> by <b>github-actions[bot]</b></span></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages navigation"><a 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content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Label strategy</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Label strategy</h1></header><p>This guide explains the labels used in the <a href="http://github.com/apache/pulsar" target="_blank" rel="noopener noreferrer">apache/pulsar</a> repository (the main repo).</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="type">type/*<a href="#type" class="hash-link" aria-label="Direct link to type/*" title="Direct link to type/*">​</a></h2><p>The type/* labels are mainly distinguish the issues and PRs are for bug reporting, bug fix, feature requests, feature support.</p><table><thead><tr><th>Label</th><th>Description</th></tr></thead><tbody><tr><td><code>type/cleanup</code></td><td>Code or doc cleanups e.g. remove the outdated documentation or remove the code no longer in use</td></tr><tr><td><code>type/feature</code></td><td>The PR added a new feature or issue requested a new feature</td></tr><tr><td><code>type/bug</code></td><td>Your PR fixed a bug or issue reported a bug</td></tr><tr><td><code>type/refactor</code></td><td>Code or doc refactors. e.g. refactor code structure or methods to improve code readability</td></tr><tr><td><code>type/enhancement</code></td><td>The enhancements for the existing features or docs. e.g. reduce memory usage of the delayed messages</td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="component">component/*<a href="#component" class="hash-link" aria-label="Direct link to component/*" title="Direct link to component/*">​</a></h2><p>The component/* labels are indicating which component the issues or PRs have happened</p><table><thead><tr><th>Label</th><th>Description</th></tr></thead><tbody><tr><td><code>component/function</code></td><td></td></tr><tr><td><code>component/broker</code></td><td></td></tr><tr><td><code>component/cli</code></td><td>pulsar-admin, pulsar-client, pulsar-perf ...</td></tr><tr><td><code>component/client</code></td><td>Java client</td></tr><tr><td><code>component/proxy</code></td><td>Pulsar proxy</td></tr><tr><td><code>component/tieredstorage</code></td><td></td></tr><tr><td><code>component/sql</code></td><td>Pulsar SQL based on trino</td></tr><tr><td><code>component/transaction</code></td><td></td></tr><tr><td><code>component/schema</code></td><td></td></tr><tr><td><code>component/security</code></td><td></td></tr><tr><td><code>component/config</code></td><td>Pulsar configurations</td></tr><tr><td><code>component/authentication</code></td><td></td></tr><tr><td><code>component/build</code></td><td></td></tr><tr><td><code>component/geo-replication</code></td><td></td></tr><tr><td><code>component/metrics</code></td><td></td></tr><tr><td><code>component/metadata</code></td><td></td></tr><tr><td><code>component/tool</code></td><td></td></tr><tr><td><code>component/admin</code></td><td></td></tr><tr><td><code>component/test</code></td><td>Improve test coverage or enhance the test</td></tr><tr><td><code>component/ci</code></td><td></td></tr><tr><td><code>component/compaction</code></td><td></td></tr><tr><td><code>component/connector</code></td><td></td></tr><tr><td><code>component/websocket</code></td><td></td></tr><tr><td><code>component/ML</code></td><td>Managed Ledger</td></tr><tr><td><code>component/authorization</code></td><td></td></tr><tr><td><code>component/dependency</code></td><td></td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="category">category/*<a href="#category" class="hash-link" aria-label="Direct link to category/*" title="Direct link to category/*">​</a></h2><p>In addition to being able to identify which component that the issue, PR is fixed or enhanced. The category labels will provide more information about the fix or enhancement for functionality, reliability, or performance. For most cases, the category labels only work with type/bug and type/enhancement.</p><table><thead><tr><th>Label</th><th>Description</th></tr></thead><tbody><tr><td><code>category/functionality</code></td><td>some functions are not working such as get errors.</td></tr><tr><td><code>category/reliability</code></td><td>the function is working for most cases. It does not work properly in certain specific environments or failures. e.g. data lost, consumption stuck</td></tr><tr><td><code>category/performance</code></td><td>performance issues fix or improvements.</td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="ready-to-test">ready-to-test<a href="#ready-to-test" class="hash-link" aria-label="Direct link to ready-to-test" title="Direct link to ready-to-test">​</a></h2><p>After <a href="https://github.com/apache/pulsar/pull/17693" target="_blank" rel="noopener noreferrer">PR-17693</a> merged, pull requests <strong>except <a href="https://github.com/apache/pulsar/blob/master/.github/changes-filter.yaml#L5" target="_blank" rel="noopener noreferrer">docs only changes</a></strong> should be first tested in your own fork since the pulsar CI based on GitHub Actions has constrained resources and quota. GitHub Actions provides separate quota for pull requests that are executed in a forked repository.</p><p>When a committer believe the PR is ready to test, they will label <code>ready-to-test</code> to the PR, and then you can rerun the CI tasks by commenting <code>/pulsarbot run-failure-checks</code> and trigger the full CI validation.</p><p>See also <a href="/contribute/personal-ci/">CI Testing in Fork</a>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="doc-">doc-*<a href="#doc-" class="hash-link" aria-label="Direct link to doc-*" title="Direct link to doc-*">​</a></h2><p>When submitting an issue or PR, you must <a href="https://github.com/apache/pulsar/blob/master/.github/PULL_REQUEST_TEMPLATE.md#documentation" target="_blank" rel="noopener noreferrer">choose one of the documentation checkboxes</a>, so the automation can label the PR correctly.</p><table><thead><tr><th>Label</th><th>Description</th></tr></thead><tbody><tr><td><code>doc-not-needed</code></td><td>Your PR changes do not impact docs</td></tr><tr><td><code>doc</code></td><td>Your PR contains doc changes, no matter whether the changes are in markdown or code files.</td></tr><tr><td><code>doc-required</code></td><td>Your PR changes impact docs and you will update later.</td></tr><tr><td><code>doc-complete</code></td><td>Your PR changes impact docs and the related docs have been already added.</td></tr><tr><td><code>doc-label-missing</code></td><td>The Bot applies this label when there is no doc label information in the PR if one of the following conditions is met: <br><li>You do not provide a doc label.</li><li>You provide multiple doc labels.</li><li>You delete backticks (``) in doc labels.</li><li>You add blanks in square brackets.</li></td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="release">release/*<a href="#release" class="hash-link" aria-label="Direct link to release/*" title="Direct link to release/*">​</a></h2><table><thead><tr><th>Label</th><th>Description</th></tr></thead><tbody><tr><td><code>release/important-notice</code></td><td>The changes which are important should be mentioned in the release note</td></tr><tr><td><code>release/blocker</code></td><td>Indicate the PR or issue that should block the release until it gets resolved</td></tr><tr><td><code>release/&lt;version&gt;</code></td><td>The labels are indicating which version the issue/PR has been fixed or will be fixed depending on if the version is released or not</td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="cherry-picked">cherry-picked/*<a href="#cherry-picked" class="hash-link" aria-label="Direct link to cherry-picked/*" title="Direct link to cherry-picked/*">​</a></h2><p>The cherry-picked/* labels are more mainly for Pulsar committers to ensure the fixes are cherry-picked to the release branches. The label only can be added after the cherry-picking is done for a corresponding branch. So that the release manager can have a list of PRs that should to be cherry-picked.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/develop-labels.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"><span class="theme-last-updated">Last updated<!-- --> on <b><time datetime="2024-05-06T23:51:02.000Z">May 6, 2024</time></b> by <b>Dragos Misca</b></span></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages navigation"><a class="pagination-nav__link 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content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Semantic pull request</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Semantic pull request</h1></header><p>This guide explains why you need good PR titles and how you do write PR titles in Conventional Commits spec.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="why-do-commit-messages-matter">Why do commit messages matter?<a href="#why-do-commit-messages-matter" class="hash-link" aria-label="Direct link to Why do commit messages matter?" title="Direct link to Why do commit messages matter?">​</a></h2><p>Since the Pulsar community uses &quot;Squash and Merge&quot;, the commit message is effectively the same as the PR title.</p><p>Engineers and writers submit or review PRs almost every day.</p><p>A PR title is a summary of your changes.</p><ul><li>Vague, boring, and unclear PR titles decrease team efficiency and productivity.</li><li>PR titles should be engaging, easy to understand, and readable.</li></ul><p>Good titles often bring many benefits, including but not limited to the following:</p><ul><li>Speed up the review process.<ul><li>You can tell from the title what changes the PR introduces.</li></ul></li><li>Facilitate understanding of PR changes.<ul><li>PR titles are shown on Pulsar release notes as items. Concise PR titles make your changes easier to understand.</li><li>Especially when you read commit logs in command-line tools, clear commit messages show PR changes quickly.</li></ul></li><li>Increase search efficiency.<ul><li>You can skim through hundreds of commits and locate desired information quickly.</li></ul></li><li>Remind you to think about your PR.<ul><li>If you can not write a PR title in a simple way (for example, <a href="#type">[type]</a>, <a href="#scope">[scope]</a>, or <a href="#summary">[summary]</a>), or you need to use several types/scopes, consider whether your PR contains <strong>too many</strong> changes across various scopes. If so, consider splitting this big PR into several small PRs. In this way, you might get your PRs reviewed faster.</li></ul></li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-write-good-pr-titles">How to write good PR titles?<a href="#how-to-write-good-pr-titles" class="hash-link" aria-label="Direct link to How to write good PR titles?" title="Direct link to How to write good PR titles?">​</a></h2><p>A PR title should be structured as follows:</p><p><img loading="lazy" alt="Semantic Pull Request Title" src="/assets/images/semantic-pull-request-title-f097356caaf15d1d2a44af6515de8251.png" width="1166" height="660" class="img_ev3q"></p><p>The rule can be interpreted as: A good title = clear format (<a href="#type">type</a> and <a href="#scope">scope</a>) + self-explanatory <a href="#summary">summary</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="quick-examples">Quick Examples<a href="#quick-examples" class="hash-link" aria-label="Direct link to Quick Examples" title="Direct link to Quick Examples">​</a></h3><p>Here are some examples of unclear and good PR titles for your quick reference. Good PR titles are concise and self-explanatory since they tell you the changes in a clear and direct way.</p><table><thead><tr><th>Vague (Bad)</th><th>Clear (Good)</th></tr></thead><tbody><tr><td>Producer getting producer busy is removing existing producer from list</td><td>[fix][broker]<!-- --> Active producers with the same name are no longer removed from the topic map</td></tr><tr><td>Forbid to read other topic&#x27;s data in managedLedger layer</td><td>[improve][broker]<!-- --> Consumers are not allowed to read data on topics to which they are not subscribed</td></tr><tr><td>Fix kinesis sink backoff class not found</td><td>[improve][connector]<!-- --> xx connectors can now use the Kinesis Backoff class</td></tr><tr><td>K8s Function Name Length Check Allows Invalid StatefulSet</td><td>[improve][function]<!-- --> Function name length cannot exceed 52 characters when using Kubernetes runtime</td></tr></tbody></table><p>Here are steps to self-review whether the PR title is good:</p><ol><li>Select a <a href="#type">type</a>.</li><li>Select a <a href="#scope">scope</a>.</li><li>Write a <a href="#summary">summary</a>.</li></ol><p>For more examples with correct formats, see <a href="#full-examples">Full examples</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="type">Type<a href="#type" class="hash-link" aria-label="Direct link to Type" title="Direct link to Type">​</a></h3><p><code>type</code> is &quot;what actions do you take&quot;.</p><p>It must be one of the following.</p><table><thead><tr><th>Type</th><th>Label</th><th>What actions do you take?</th></tr></thead><tbody><tr><td>cleanup</td><td><a href="https://github.com/apache/pulsar/labels/type%2Fcleanup" target="_blank" rel="noopener noreferrer">type/cleanup</a></td><td>Remove unused code or doc.</td></tr><tr><td>improve</td><td><a href="https://github.com/apache/pulsar/labels/type%2Fimprovement" target="_blank" rel="noopener noreferrer">type/improvement</a></td><td>Submit enhancements that are neither new features nor bug fixes.</td></tr><tr><td>feat</td><td><a href="https://github.com/apache/pulsar/labels/type%2Ffeature" target="_blank" rel="noopener noreferrer">type/feature</a></td><td>Submit new features.</td></tr><tr><td>fix</td><td><a href="https://github.com/apache/pulsar/labels/type%2Ffix" target="_blank" rel="noopener noreferrer">type/fix</a></td><td>Submit bug fixes.</td></tr><tr><td>refactor</td><td><a href="https://github.com/apache/pulsar/labels/type%2Frefactor" target="_blank" rel="noopener noreferrer">type/refactor</a></td><td>Restructure existing code while preserving its external behavior.</td></tr><tr><td>revert</td><td>N/A</td><td>Revert changes</td></tr></tbody></table><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Choose correct labels for your PR so that your PR will automatically go to the correct chapter in release notes. If you do not specify a type label, the PR might go to the wrong place or not be included in the release notes at all.</p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="scope">Scope<a href="#scope" class="hash-link" aria-label="Direct link to Scope" title="Direct link to Scope">​</a></h3><p><code>scope</code> is &quot;where do you make changes&quot;.</p><p>Scopes evolves along with development. You can check the latest valid scopes at the <a href="https://github.com/apache/pulsar/blob/master/.github/workflows/ci-semantic-pull-request.yml" target="_blank" rel="noopener noreferrer">workflow file</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="summary">Summary<a href="#summary" class="hash-link" aria-label="Direct link to Summary" title="Direct link to Summary">​</a></h3><p><code>Summary</code> is a single line that best sums up the changes made in the commit.</p><p>Follow the best practice below:</p><ul><li>Keep the summary concise and descriptive.</li><li>Use the second person and present tense.</li><li>Write <a href="https://www.grammarly.com/blog/sentence-fragment" target="_blank" rel="noopener noreferrer">complete sentences</a> rather than fragments.</li><li>Capitalize the first letter.</li><li>Limit the length to 50 characters.</li></ul><p>Avoid some common bad cases:</p><ul><li>Do not include back quotes (``).</li><li>Do not append period at the end.</li><li>Do not use <a href="https://docs.github.com/en/issues/tracking-your-work-with-issues/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword" target="_blank" rel="noopener noreferrer">GitHub keywords</a> followed by an issue number. This information should be provided in PR descriptions or commit messages rather than in PR titles.</li></ul><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>If you cherry-pick changes to branches, name your PR title the same as the original PR title and label your PR with cherry-pick related labels.</p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="full-examples">Full examples<a href="#full-examples" class="hash-link" aria-label="Direct link to Full examples" title="Direct link to Full examples">​</a></h3><p>As explained in the <a href="#how-to-write-good-pr-titles">How to write good PR titles</a> chapter: A good title = clear format (<a href="#type">type</a> and <a href="#scope">scope</a>) + self-explanatory <a href="#summary">summary</a>.</p><p>Here are some format examples. For self-explanatory summary examples, see <a href="#quick-examples">Quick examples</a>.</p><table><thead><tr><th>Changes</th><th>Unclear format (Bad)</th><th>Clear format (Good)</th></tr></thead><tbody><tr><td>Submit breaking changes</td><td>[Breaking change]<!-- --> xxx</td><td>[feat][broker]<!-- -->! Support xx</td></tr><tr><td>Submit PIP changes</td><td>[PIP-198]<!-- --> Support xx</td><td>[feat][broker]<!-- --> PIP-198: Support xx</td></tr><tr><td>Cherry pick changes</td><td>[Branch-2.9]<!-- --> Fix xxx issue.</td><td>[fix][broker]<!-- -->[branch-2.9]<!-- --> Fix xxx issue</td></tr><tr><td>Revert changes</td><td>Revert xxx</td><td>[revert][broker]<!-- --> Revert changes about xxx</td></tr><tr><td>Add features</td><td><li>Adding xx feature</li><li>Support delete schema forcefully</li></td><td><li>[feat][java client]<!-- --> Add xx feature</li><li>[feat][schema]<!-- --> Support xx</li></td></tr><tr><td>Fix bugs</td><td>[Issue 14633][pulsar-broker]<!-- --> Fixed xxx</td><td>[fix][broker]<!-- --> Fix xxx</td></tr><tr><td>Submit improvements</td><td><li>Enhances xx</li><li>Bump netty version to 4.1.75</li></td><td><li>[improve][sql]<!-- --> Improve xx performance</li><li>[improve][build]<!-- --> Bump Netty version to 4.1.75</li></td></tr><tr><td>Update tests</td><td>reduce xx test flakiness</td><td>[improve][test]<!-- --> Reduce xxx flaky tests</td></tr><tr><td>Update docs</td><td><li>[Doc]<!-- --> add explanations for xxx</li><li>2.8.3 Release Notes</li><li>Fix typos in xx</li></td><td><li>[feat][doc]<!-- --> Add explanations for xxx</li><li>[feat][doc]<!-- --> Add 2.8.3 release note</li><li>[fix][doc]<!-- --> Fix typos in xx</li></td></tr><tr><td>Update website</td><td>[Website]<!-- --> adjust xxx</td><td>[improve][site]<!-- --> Adjust xxx</td></tr><tr><td>Update instructions/guidelines</td><td>Update xxx guideline</td><td>[improve][doc]<!-- --> Update xx guidelines</td></tr></tbody></table></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/develop-semantic-title.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" 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content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Semantic pull request</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Semantic pull request</h1></header><p>This guide explains why you need good PR titles and how you do write PR titles in Conventional Commits spec.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="why-do-commit-messages-matter">Why do commit messages matter?<a href="#why-do-commit-messages-matter" class="hash-link" aria-label="Direct link to Why do commit messages matter?" title="Direct link to Why do commit messages matter?">​</a></h2><p>Since the Pulsar community uses &quot;Squash and Merge&quot;, the commit message is effectively the same as the PR title.</p><p>Engineers and writers submit or review PRs almost every day.</p><p>A PR title is a summary of your changes.</p><ul><li>Vague, boring, and unclear PR titles decrease team efficiency and productivity.</li><li>PR titles should be engaging, easy to understand, and readable.</li></ul><p>Good titles often bring many benefits, including but not limited to the following:</p><ul><li>Speed up the review process.<ul><li>You can tell from the title what changes the PR introduces.</li></ul></li><li>Facilitate understanding of PR changes.<ul><li>PR titles are shown on Pulsar release notes as items. Concise PR titles make your changes easier to understand.</li><li>Especially when you read commit logs in command-line tools, clear commit messages show PR changes quickly.</li></ul></li><li>Increase search efficiency.<ul><li>You can skim through hundreds of commits and locate desired information quickly.</li></ul></li><li>Remind you to think about your PR.<ul><li>If you can not write a PR title in a simple way (for example, <a href="#type">[type]</a>, <a href="#scope">[scope]</a>, or <a href="#summary">[summary]</a>), or you need to use several types/scopes, consider whether your PR contains <strong>too many</strong> changes across various scopes. If so, consider splitting this big PR into several small PRs. In this way, you might get your PRs reviewed faster.</li></ul></li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-write-good-pr-titles">How to write good PR titles?<a href="#how-to-write-good-pr-titles" class="hash-link" aria-label="Direct link to How to write good PR titles?" title="Direct link to How to write good PR titles?">​</a></h2><p>A PR title should be structured as follows:</p><p><img loading="lazy" alt="Semantic Pull Request Title" src="/assets/images/semantic-pull-request-title-f097356caaf15d1d2a44af6515de8251.png" width="1166" height="660" class="img_ev3q"></p><p>The rule can be interpreted as: A good title = clear format (<a href="#type">type</a> and <a href="#scope">scope</a>) + self-explanatory <a href="#summary">summary</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="quick-examples">Quick Examples<a href="#quick-examples" class="hash-link" aria-label="Direct link to Quick Examples" title="Direct link to Quick Examples">​</a></h3><p>Here are some examples of unclear and good PR titles for your quick reference. Good PR titles are concise and self-explanatory since they tell you the changes in a clear and direct way.</p><table><thead><tr><th>Vague (Bad)</th><th>Clear (Good)</th></tr></thead><tbody><tr><td>Producer getting producer busy is removing existing producer from list</td><td>[fix][broker]<!-- --> Active producers with the same name are no longer removed from the topic map</td></tr><tr><td>Forbid to read other topic&#x27;s data in managedLedger layer</td><td>[improve][broker]<!-- --> Consumers are not allowed to read data on topics to which they are not subscribed</td></tr><tr><td>Fix kinesis sink backoff class not found</td><td>[improve][connector]<!-- --> xx connectors can now use the Kinesis Backoff class</td></tr><tr><td>K8s Function Name Length Check Allows Invalid StatefulSet</td><td>[improve][function]<!-- --> Function name length cannot exceed 52 characters when using Kubernetes runtime</td></tr></tbody></table><p>Here are steps to self-review whether the PR title is good:</p><ol><li>Select a <a href="#type">type</a>.</li><li>Select a <a href="#scope">scope</a>.</li><li>Write a <a href="#summary">summary</a>.</li></ol><p>For more examples with correct formats, see <a href="#full-examples">Full examples</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="type">Type<a href="#type" class="hash-link" aria-label="Direct link to Type" title="Direct link to Type">​</a></h3><p><code>type</code> is &quot;what actions do you take&quot;.</p><p>It must be one of the following.</p><table><thead><tr><th>Type</th><th>Label</th><th>What actions do you take?</th></tr></thead><tbody><tr><td>cleanup</td><td><a href="https://github.com/apache/pulsar/labels/type%2Fcleanup" target="_blank" rel="noopener noreferrer">type/cleanup</a></td><td>Remove unused code or doc.</td></tr><tr><td>improve</td><td><a href="https://github.com/apache/pulsar/labels/type%2Fimprovement" target="_blank" rel="noopener noreferrer">type/improvement</a></td><td>Submit enhancements that are neither new features nor bug fixes.</td></tr><tr><td>feat</td><td><a href="https://github.com/apache/pulsar/labels/type%2Ffeature" target="_blank" rel="noopener noreferrer">type/feature</a></td><td>Submit new features.</td></tr><tr><td>fix</td><td><a href="https://github.com/apache/pulsar/labels/type%2Ffix" target="_blank" rel="noopener noreferrer">type/fix</a></td><td>Submit bug fixes.</td></tr><tr><td>refactor</td><td><a href="https://github.com/apache/pulsar/labels/type%2Frefactor" target="_blank" rel="noopener noreferrer">type/refactor</a></td><td>Restructure existing code while preserving its external behavior.</td></tr><tr><td>revert</td><td>N/A</td><td>Revert changes</td></tr></tbody></table><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Choose correct labels for your PR so that your PR will automatically go to the correct chapter in release notes. If you do not specify a type label, the PR might go to the wrong place or not be included in the release notes at all.</p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="scope">Scope<a href="#scope" class="hash-link" aria-label="Direct link to Scope" title="Direct link to Scope">​</a></h3><p><code>scope</code> is &quot;where do you make changes&quot;.</p><p>Scopes evolves along with development. You can check the latest valid scopes at the <a href="https://github.com/apache/pulsar/blob/master/.github/workflows/ci-semantic-pull-request.yml" target="_blank" rel="noopener noreferrer">workflow file</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="summary">Summary<a href="#summary" class="hash-link" aria-label="Direct link to Summary" title="Direct link to Summary">​</a></h3><p><code>Summary</code> is a single line that best sums up the changes made in the commit.</p><p>Follow the best practice below:</p><ul><li>Keep the summary concise and descriptive.</li><li>Use the second person and present tense.</li><li>Write <a href="https://www.grammarly.com/blog/sentence-fragment" target="_blank" rel="noopener noreferrer">complete sentences</a> rather than fragments.</li><li>Capitalize the first letter.</li><li>Limit the length to 50 characters.</li></ul><p>Avoid some common bad cases:</p><ul><li>Do not include back quotes (``).</li><li>Do not append period at the end.</li><li>Do not use <a href="https://docs.github.com/en/issues/tracking-your-work-with-issues/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword" target="_blank" rel="noopener noreferrer">GitHub keywords</a> followed by an issue number. This information should be provided in PR descriptions or commit messages rather than in PR titles.</li></ul><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>If you cherry-pick changes to branches, name your PR title the same as the original PR title and label your PR with cherry-pick related labels.</p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="full-examples">Full examples<a href="#full-examples" class="hash-link" aria-label="Direct link to Full examples" title="Direct link to Full examples">​</a></h3><p>As explained in the <a href="#how-to-write-good-pr-titles">How to write good PR titles</a> chapter: A good title = clear format (<a href="#type">type</a> and <a href="#scope">scope</a>) + self-explanatory <a href="#summary">summary</a>.</p><p>Here are some format examples. For self-explanatory summary examples, see <a href="#quick-examples">Quick examples</a>.</p><table><thead><tr><th>Changes</th><th>Unclear format (Bad)</th><th>Clear format (Good)</th></tr></thead><tbody><tr><td>Submit breaking changes</td><td>[Breaking change]<!-- --> xxx</td><td>[feat][broker]<!-- -->! Support xx</td></tr><tr><td>Submit PIP changes</td><td>[PIP-198]<!-- --> Support xx</td><td>[feat][broker]<!-- --> PIP-198: Support xx</td></tr><tr><td>Cherry pick changes</td><td>[Branch-2.9]<!-- --> Fix xxx issue.</td><td>[fix][broker]<!-- -->[branch-2.9]<!-- --> Fix xxx issue</td></tr><tr><td>Revert changes</td><td>Revert xxx</td><td>[revert][broker]<!-- --> Revert changes about xxx</td></tr><tr><td>Add features</td><td><li>Adding xx feature</li><li>Support delete schema forcefully</li></td><td><li>[feat][java client]<!-- --> Add xx feature</li><li>[feat][schema]<!-- --> Support xx</li></td></tr><tr><td>Fix bugs</td><td>[Issue 14633][pulsar-broker]<!-- --> Fixed xxx</td><td>[fix][broker]<!-- --> Fix xxx</td></tr><tr><td>Submit improvements</td><td><li>Enhances xx</li><li>Bump netty version to 4.1.75</li></td><td><li>[improve][sql]<!-- --> Improve xx performance</li><li>[improve][build]<!-- --> Bump Netty version to 4.1.75</li></td></tr><tr><td>Update tests</td><td>reduce xx test flakiness</td><td>[improve][test]<!-- --> Reduce xxx flaky tests</td></tr><tr><td>Update docs</td><td><li>[Doc]<!-- --> add explanations for xxx</li><li>2.8.3 Release Notes</li><li>Fix typos in xx</li></td><td><li>[feat][doc]<!-- --> Add explanations for xxx</li><li>[feat][doc]<!-- --> Add 2.8.3 release note</li><li>[fix][doc]<!-- --> Fix typos in xx</li></td></tr><tr><td>Update website</td><td>[Website]<!-- --> adjust xxx</td><td>[improve][site]<!-- --> Adjust xxx</td></tr><tr><td>Update instructions/guidelines</td><td>Update xxx guideline</td><td>[improve][doc]<!-- --> Update xx guidelines</td></tr></tbody></table></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/develop-semantic-title.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" 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itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Triaging an Issue</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Triaging an Issue</h1></header><p>This guide documents the <a href="https://github.com/apache/pulsar/issues" target="_blank" rel="noopener noreferrer">issue tracker</a> for users and developers.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="checklist-for-triaging">Checklist for Triaging<a href="#checklist-for-triaging" class="hash-link" aria-label="Direct link to Checklist for Triaging" title="Direct link to Checklist for Triaging">​</a></h2><ul class="contains-task-list containsTaskList_mC6p"><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Read the initial message and the comments.</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Check that the title is reasonably concise, while including enough specifics so that those scanning the list of issues can quickly identify its topic.</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Leave a brief comment about the proposed next action needed. If there is a long message list, a summary can be very helpful.</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->(Committers-only) Set all the relevant <a href="/contribute/develop-triage/develop-labels/">labels</a>.</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->(Committers-only) Where appropriate, set the Assignees, Reviewers, Milestone fields, and possibly @mention relevant people.</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->(Committers-only) If the issue is clearly invalid (unrelated to Pulsar, duplicate, spam, etc), you can close it as <a href="https://github.blog/changelog/2022-05-19-the-new-github-issues-may-19th-update/" target="_blank" rel="noopener noreferrer">&quot;not planned&quot;</a>.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="assignees">Assignees<a href="#assignees" class="hash-link" aria-label="Direct link to Assignees" title="Direct link to Assignees">​</a></h2><p>This field indicates who is expected to take the next step in resolving the issue.</p><p>Since the Pulsar community follows <a href="https://www.apache.org/theapacheway/" target="_blank" rel="noopener noreferrer">Community of Peers</a> pattern, a contributor is assigned to an issue only if they ask for or self-assign. GitHub only allows team members or participants to be assigned, and asking for an assignment simplifies this restriction.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="helping-triage-issues">Helping Triage Issues<a href="#helping-triage-issues" class="hash-link" aria-label="Direct link to Helping Triage Issues" title="Direct link to Helping Triage Issues">​</a></h2><p>Once you know your way around how Pulsar&#x27;s source files are structured and you are comfortable with the workflow, a great way to contribute is to help triage issues. Do realize, though, that experience working on Pulsar is needed in order to effectively help triage.</p><p>Around the clock, new issues are being opened on the <a href="https://github.com/apache/pulsar/issues" target="_blank" rel="noopener noreferrer">issue tracker</a> and existing issues are being updated. Every issue needs to be triaged to make sure everything runs smoothly.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="classifying-reports">Classifying Reports<a href="#classifying-reports" class="hash-link" aria-label="Direct link to Classifying Reports" title="Direct link to Classifying Reports">​</a></h3><p>Pulsar provides five issue templates and they define what is desired in each category. Issue tracker holds only actionable items, including bug reports and enhancements. Questions and suggestions are recommended to be posted at:</p><ol><li><a href="mailto:users@pulsar.apache.org" target="_blank" rel="noopener noreferrer">User Mail List</a> (<a href="mailto:users-subscribe@pulsar.apache.org" target="_blank" rel="noopener noreferrer">subscribe</a>), or</li><li><a href="https://github.com/apache/pulsar/discussions" target="_blank" rel="noopener noreferrer">Github Discussion</a>.</li></ol><p>For <a href="https://github.com/apache/pulsar/blob/master/.github/ISSUE_TEMPLATE/bug-report.yml" target="_blank" rel="noopener noreferrer">bug reports</a>, an issue needs to:</p><ul><li>provide the OS and Pulsar version in use</li><li>give reproducing steps to facilitate quick location of the problem</li><li>clearly explain what is expected and what happens actually</li></ul><p>For <a href="https://github.com/apache/pulsar/blob/master/.github/ISSUE_TEMPLATE/enhancement.yml" target="_blank" rel="noopener noreferrer">enhancements</a>, an issue needs to:</p><ul><li>describe the motivations (why does Pulsar need it)</li><li>describe the proposed solution and add related materials like links if any</li><li>describe other alternative solutions or features considered, but rejected</li></ul><p>Frequent raised issues have their own templates: <a href="https://github.com/apache/pulsar/blob/master/.github/ISSUE_TEMPLATE/flaky-test.yml" target="_blank" rel="noopener noreferrer">flaky tests</a> and <a href="https://github.com/apache/pulsar/blob/master/.github/ISSUE_TEMPLATE/doc.yml" target="_blank" rel="noopener noreferrer">document issues</a>.</p><p>Pulsar improvement proposal (PIP) has its own <a href="https://github.com/apache/pulsar/blob/master/wiki/proposals/PIP.md" target="_blank" rel="noopener noreferrer">workflow</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="closing-issues">Closing Issues<a href="#closing-issues" class="hash-link" aria-label="Direct link to Closing Issues" title="Direct link to Closing Issues">​</a></h3><p>Stale issues coming from years ago are hardly handled today. Also, a huge issue backlog decreases the passion a contributor spends time on issue triaging.</p><p>Here are several common reasons to close issues especially stale ones that you can use to judge:</p><ul><li>If a bug report is associated with <a href="/contribute/release-policy/#Supported-Versions">unmaintained versions</a>, and it can hardly or cannot be reproduced on maintained versions, you can close the issue with comment &quot;Closing as stale. If it&#x27;s still relevant to maintained versions, feel free to open a new issue.&quot;</li><li>If an enhancement ticket gets stale for over a year and no one seems working on it, you can close the issue with comment &quot;Closing as stale and no one worked on it. Please open a new issue if you volunteer to do it.&quot;</li><li>If a user question is answered in the thread, you can close the issue with comment &quot;Closing as answered&quot;; otherwise, you can <a href="https://docs.github.com/en/discussions/managing-discussions-for-your-community/managing-discussions#transferring-a-discussion" target="_blank" rel="noopener noreferrer">convert the issue to a discussion</a> under the Q&amp;A category.</li><li>If an open issue is already resolved on master or is duplicate to another issue, you can directly close the issue with those resolutions.</li><li>Due to historical reasons, some issues are about multilingual clients (C++, Go, Python) or other components moved out to their separate repositories. You can <a href="https://docs.github.com/en/issues/tracking-your-work-with-issues/transferring-an-issue-to-another-repository" target="_blank" rel="noopener noreferrer">transfer the issue</a> to the corresponding repository, or close it with comment &quot;Closing as stale. The development of {the specific module} is permantly moved to {the separate repository}. Please open a new issue there if it&#x27;s still relevent.&quot;</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="re-evaluating-closed-issues">Re-Evaluating Closed Issues<a href="#re-evaluating-closed-issues" class="hash-link" aria-label="Direct link to Re-Evaluating Closed Issues" title="Direct link to Re-Evaluating Closed Issues">​</a></h3><p>You can concern that some stale issues are still relevant but get closed eagerly.</p><p>Do worry! Anyone is expected to search before asking. And once they find a closed issue is relevant, they can pick it up or open a new one and refer to the previous one. This is always viable and here are some examples:</p><ul><li><a href="https://github.com/apache/pulsar/issues/7837" target="_blank" rel="noopener noreferrer">DB2 Connector for Pulsar</a> was picked up with a new volunteer working on it;</li><li><a href="https://github.com/apache/pulsar/issues/19910" target="_blank" rel="noopener noreferrer">Support basic-authentication in function url</a> refers to a closed issue and supersedes it.</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="finding-an-issue-you-can-help-with">Finding an Issue You Can Help With<a href="#finding-an-issue-you-can-help-with" class="hash-link" aria-label="Direct link to Finding an Issue You Can Help With" title="Direct link to Finding an Issue You Can Help With">​</a></h3><p>If you want to help with triaging, you might also want to search for issues in modules for which you have a working knowledge. Search for the name of a module in the issue tracker, filter by <code>component/*</code> label, or use the <a href="https://github.com/search/advanced" target="_blank" rel="noopener noreferrer">advanced search</a> to find these issues.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/develop-triage.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"><span class="theme-last-updated">Last updated<!-- --> on <b><time datetime="2024-05-03T01:35:00.000Z">May 3, 2024</time></b> by 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disabled=""> <!-- -->Read the initial message and the comments.</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Check that the title is reasonably concise, while including enough specifics so that those scanning the list of issues can quickly identify its topic.</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->Leave a brief comment about the proposed next action needed. If there is a long message list, a summary can be very helpful.</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->(Committers-only) Set all the relevant <a href="/contribute/develop-triage/develop-labels/">labels</a>.</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->(Committers-only) Where appropriate, set the Assignees, Reviewers, Milestone fields, and possibly @mention relevant people.</li><li class="task-list-item"><input type="checkbox" disabled=""> <!-- -->(Committers-only) If the issue is clearly invalid (unrelated to Pulsar, duplicate, spam, etc), you can close it as <a href="https://github.blog/changelog/2022-05-19-the-new-github-issues-may-19th-update/" target="_blank" rel="noopener noreferrer">&quot;not planned&quot;</a>.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="assignees">Assignees<a href="#assignees" class="hash-link" aria-label="Direct link to Assignees" title="Direct link to Assignees">​</a></h2><p>This field indicates who is expected to take the next step in resolving the issue.</p><p>Since the Pulsar community follows <a href="https://www.apache.org/theapacheway/" target="_blank" rel="noopener noreferrer">Community of Peers</a> pattern, a contributor is assigned to an issue only if they ask for or self-assign. GitHub only allows team members or participants to be assigned, and asking for an assignment simplifies this restriction.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="helping-triage-issues">Helping Triage Issues<a href="#helping-triage-issues" class="hash-link" aria-label="Direct link to Helping Triage Issues" title="Direct link to Helping Triage Issues">​</a></h2><p>Once you know your way around how Pulsar&#x27;s source files are structured and you are comfortable with the workflow, a great way to contribute is to help triage issues. Do realize, though, that experience working on Pulsar is needed in order to effectively help triage.</p><p>Around the clock, new issues are being opened on the <a href="https://github.com/apache/pulsar/issues" target="_blank" rel="noopener noreferrer">issue tracker</a> and existing issues are being updated. Every issue needs to be triaged to make sure everything runs smoothly.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="classifying-reports">Classifying Reports<a href="#classifying-reports" class="hash-link" aria-label="Direct link to Classifying Reports" title="Direct link to Classifying Reports">​</a></h3><p>Pulsar provides five issue templates and they define what is desired in each category. Issue tracker holds only actionable items, including bug reports and enhancements. Questions and suggestions are recommended to be posted at:</p><ol><li><a href="mailto:users@pulsar.apache.org" target="_blank" rel="noopener noreferrer">User Mail List</a> (<a href="mailto:users-subscribe@pulsar.apache.org" target="_blank" rel="noopener noreferrer">subscribe</a>), or</li><li><a href="https://github.com/apache/pulsar/discussions" target="_blank" rel="noopener noreferrer">Github Discussion</a>.</li></ol><p>For <a href="https://github.com/apache/pulsar/blob/master/.github/ISSUE_TEMPLATE/bug-report.yml" target="_blank" rel="noopener noreferrer">bug reports</a>, an issue needs to:</p><ul><li>provide the OS and Pulsar version in use</li><li>give reproducing steps to facilitate quick location of the problem</li><li>clearly explain what is expected and what happens actually</li></ul><p>For <a href="https://github.com/apache/pulsar/blob/master/.github/ISSUE_TEMPLATE/enhancement.yml" target="_blank" rel="noopener noreferrer">enhancements</a>, an issue needs to:</p><ul><li>describe the motivations (why does Pulsar need it)</li><li>describe the proposed solution and add related materials like links if any</li><li>describe other alternative solutions or features considered, but rejected</li></ul><p>Frequent raised issues have their own templates: <a href="https://github.com/apache/pulsar/blob/master/.github/ISSUE_TEMPLATE/flaky-test.yml" target="_blank" rel="noopener noreferrer">flaky tests</a> and <a href="https://github.com/apache/pulsar/blob/master/.github/ISSUE_TEMPLATE/doc.yml" target="_blank" rel="noopener noreferrer">document issues</a>.</p><p>Pulsar improvement proposal (PIP) has its own <a href="https://github.com/apache/pulsar/blob/master/wiki/proposals/PIP.md" target="_blank" rel="noopener noreferrer">workflow</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="closing-issues">Closing Issues<a href="#closing-issues" class="hash-link" aria-label="Direct link to Closing Issues" title="Direct link to Closing Issues">​</a></h3><p>Stale issues coming from years ago are hardly handled today. Also, a huge issue backlog decreases the passion a contributor spends time on issue triaging.</p><p>Here are several common reasons to close issues especially stale ones that you can use to judge:</p><ul><li>If a bug report is associated with <a href="/contribute/release-policy/#Supported-Versions">unmaintained versions</a>, and it can hardly or cannot be reproduced on maintained versions, you can close the issue with comment &quot;Closing as stale. If it&#x27;s still relevant to maintained versions, feel free to open a new issue.&quot;</li><li>If an enhancement ticket gets stale for over a year and no one seems working on it, you can close the issue with comment &quot;Closing as stale and no one worked on it. Please open a new issue if you volunteer to do it.&quot;</li><li>If a user question is answered in the thread, you can close the issue with comment &quot;Closing as answered&quot;; otherwise, you can <a href="https://docs.github.com/en/discussions/managing-discussions-for-your-community/managing-discussions#transferring-a-discussion" target="_blank" rel="noopener noreferrer">convert the issue to a discussion</a> under the Q&amp;A category.</li><li>If an open issue is already resolved on master or is duplicate to another issue, you can directly close the issue with those resolutions.</li><li>Due to historical reasons, some issues are about multilingual clients (C++, Go, Python) or other components moved out to their separate repositories. You can <a href="https://docs.github.com/en/issues/tracking-your-work-with-issues/transferring-an-issue-to-another-repository" target="_blank" rel="noopener noreferrer">transfer the issue</a> to the corresponding repository, or close it with comment &quot;Closing as stale. The development of {the specific module} is permantly moved to {the separate repository}. Please open a new issue there if it&#x27;s still relevent.&quot;</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="re-evaluating-closed-issues">Re-Evaluating Closed Issues<a href="#re-evaluating-closed-issues" class="hash-link" aria-label="Direct link to Re-Evaluating Closed Issues" title="Direct link to Re-Evaluating Closed Issues">​</a></h3><p>You can concern that some stale issues are still relevant but get closed eagerly.</p><p>Do worry! Anyone is expected to search before asking. And once they find a closed issue is relevant, they can pick it up or open a new one and refer to the previous one. This is always viable and here are some examples:</p><ul><li><a href="https://github.com/apache/pulsar/issues/7837" target="_blank" rel="noopener noreferrer">DB2 Connector for Pulsar</a> was picked up with a new volunteer working on it;</li><li><a href="https://github.com/apache/pulsar/issues/19910" target="_blank" rel="noopener noreferrer">Support basic-authentication in function url</a> refers to a closed issue and supersedes it.</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="finding-an-issue-you-can-help-with">Finding an Issue You Can Help With<a href="#finding-an-issue-you-can-help-with" class="hash-link" aria-label="Direct link to Finding an Issue You Can Help With" title="Direct link to Finding an Issue You Can Help With">​</a></h3><p>If you want to help with triaging, you might also want to search for issues in modules for which you have a working knowledge. 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class="theme-doc-markdown markdown"><header><h1>Updating document</h1></header><p>This guide explains the organization of Pulsar documentation and website repos and the workflow of updating various Pulsar documents.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="source-repositories">Source repositories<a href="#source-repositories" class="hash-link" aria-label="Direct link to Source repositories" title="Direct link to Source repositories">​</a></h2><p>Currently, the source of documents and website (where the docs are finally published) are located at the <a href="https://github.com/apache/pulsar-site" target="_blank" rel="noopener noreferrer">apache/pulsar-site</a> repo.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="update-versioned-docs">Update versioned docs<a href="#update-versioned-docs" class="hash-link" aria-label="Direct link to Update versioned docs" title="Direct link to Update versioned docs">​</a></h2><p>Documentation should be up to date for all <a href="https://pulsar.apache.org/contribute/release-policy/#supported-versions" target="_blank" rel="noopener noreferrer">actively supported versions</a>.</p><p>No need to update documentation for versions that are not actively maintained unless the documentation is incorrect.</p><p>To update versioned docs, go to <a href="https://github.com/apache/pulsar-site/tree/main/versioned_docs" target="_blank" rel="noopener noreferrer">versioned_docs folder</a>.</p><p>For versions prior to 2.8, Pulsar releases versioned docs for each patch release. You can update the exact versioned doc.</p><p>For versions start from 2.8, Pulsar release versioned docs for each minor release. Apart from updating the content, you should take care of adding specific instructions.</p><p>For example, if you want to add docs for an improvement introduced in 2.8.2, you can add the following instructions:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::note</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">This &lt;fix / improvment&gt; is available for 2.8.2 and later versions.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="update-reference-docs">Update reference docs<a href="#update-reference-docs" class="hash-link" aria-label="Direct link to Update reference docs" title="Direct link to Update reference docs">​</a></h2><p>If you want to update <a href="/reference/" target="_blank" rel="noopener noreferrer">Pulsar reference docs</a>, you should update the corresponding source files.</p><ul><li>Some reference docs are generated from code <strong>automatically</strong>. If you want to update the docs, you need to update the source code files.</li><li>Some configuration docs are updated <strong>manually</strong> using markdown files.</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="update-configuration-docs">Update configuration docs<a href="#update-configuration-docs" class="hash-link" aria-label="Direct link to Update configuration docs" title="Direct link to Update configuration docs">​</a></h3><p>Docs for configs of bundled components are generated from command-line tools <strong>automatically</strong>:</p><table><thead><tr><th>Components</th><th>Update where ...</th></tr></thead><tbody><tr><td>Broker</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-broker-common/src/main/java/org/apache/pulsar/broker/ServiceConfiguration.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.broker.ServiceConfiguration</a></td></tr><tr><td>WebSocket</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-websocket/src/main/java/org/apache/pulsar/websocket/service/WebSocketProxyConfiguration.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.websocket.service.WebSocketProxyConfiguration</a></td></tr><tr><td>Proxy</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-proxy/src/main/java/org/apache/pulsar/proxy/server/ProxyConfiguration.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.proxy.server.ProxyConfiguration</a></td></tr><tr><td>Standalone</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-broker-common/src/main/java/org/apache/pulsar/broker/ServiceConfiguration.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.broker.ServiceConfiguration</a></td></tr><tr><td>Client</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-client/src/main/java/org/apache/pulsar/client/impl/conf/ClientConfigurationData.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.client.impl.conf.ClientConfigurationData</a></td></tr><tr><td>Producer</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-client/src/main/java/org/apache/pulsar/client/impl/conf/ProducerConfigurationData.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.client.impl.conf.ProducerConfigurationData</a></td></tr><tr><td>Consumer</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-client/src/main/java/org/apache/pulsar/client/impl/conf/ConsumerConfigurationData.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.client.impl.conf.ConsumerConfigurationData</a></td></tr><tr><td>Reader</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-client/src/main/java/org/apache/pulsar/client/impl/conf/ReaderConfigurationData.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.client.impl.conf.ReaderConfigurationData</a></td></tr></tbody></table><p>Docs for configs of external components (whose source code is hosted outside the Pulsar repositories) are updated <strong>manually</strong>:</p><table><thead><tr><th>Components</th><th>Update where ...</th></tr></thead><tbody><tr><td>BookKeeper</td><td><a href="https://github.com/apache/pulsar-site/blob/main/static/reference/next/config/reference-configuration-bookkeeper.md" target="_blank" rel="noopener noreferrer">reference-configuration-bookkeeper.md</a></td></tr><tr><td>Log4j</td><td><a href="https://github.com/apache/pulsar-site/blob/main/static/reference/next/config/reference-configuration-log4j.md" target="_blank" rel="noopener noreferrer">reference-configuration-log4j.md</a></td></tr><tr><td>Log4j shell</td><td><a href="https://github.com/apache/pulsar-site/blob/main/static/reference/next/config/reference-configuration-log4j-shell.md" target="_blank" rel="noopener noreferrer">reference-configuration-log4j-shell.md</a></td></tr><tr><td>ZooKeeper</td><td><a href="https://github.com/apache/pulsar-site/blob/main/static/reference/next/config/reference-configuration-zookeeper.md" target="_blank" rel="noopener noreferrer">reference-configuration-zookeeper.md</a></td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="update-command-line-tool-docs">Update command-line tool docs<a href="#update-command-line-tool-docs" class="hash-link" aria-label="Direct link to Update command-line tool docs" title="Direct link to Update command-line tool docs">​</a></h3><p>Docs for bundled Java-based command-line tools are generated <strong>automatically</strong>:</p><table><thead><tr><th>Components</th><th>Update where…</th></tr></thead><tbody><tr><td>pulsar</td><td>Different subcommands of <a href="https://github.com/apache/pulsar/blob/master/bin/pulsar" target="_blank" rel="noopener noreferrer">bin/pulsar</a> are updated in different code files</td></tr><tr><td>pulsar-admin</td><td><a href="https://github.com/apache/pulsar/tree/master/pulsar-client-tools/src/main/java/org/apache/pulsar/admin/cli" target="_blank" rel="noopener noreferrer">Classes under the admin command-line folder</a></td></tr><tr><td>pulsar-client</td><td><a href="https://github.com/apache/pulsar/tree/master/pulsar-client-tools/src/main/java/org/apache/pulsar/client/cli" target="_blank" rel="noopener noreferrer">Classes under the client command-line folder</a></td></tr><tr><td>pulsar-perf</td><td><li><a href="https://github.com/apache/pulsar/tree/master/pulsar-testclient/src/main/java/org/apache/pulsar/proxy/socket/client" target="_blank" rel="noopener noreferrer">The <code>websocket-producer</code> subcommand</a></li><li><a href="https://github.com/apache/pulsar/tree/master/pulsar-testclient/src/main/java/org/apache/pulsar/testclient" target="_blank" rel="noopener noreferrer">Other subcommands</a></li></td></tr></tbody></table><p>Docs for external command-line tools or bare scripts are updated <strong>manually</strong>:</p><table><thead><tr><th>Components</th><th>Update where…</th></tr></thead><tbody><tr><td>pulsar-shell</td><td><a href="https://github.com/apache/pulsar-site/blob/main/static/reference/next/pulsar-shell/pulsar-shell.md" target="_blank" rel="noopener noreferrer">pulsar-shell.md</a></td></tr><tr><td>pulsar-daemon</td><td><a href="https://github.com/apache/pulsar-site/blob/main/static/reference/next/pulsar-daemon/pulsar-daemon.md" target="_blank" rel="noopener noreferrer">pulsar-daemon.md</a></td></tr><tr><td>bookkeeper</td><td><a href="https://github.com/apache/pulsar-site/blob/main/static/reference/next/bookkeeper/bookkeeper.md" target="_blank" rel="noopener noreferrer">bookkeeper.md</a></td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="update-feature-matrix">Update feature matrix<a href="#update-feature-matrix" class="hash-link" aria-label="Direct link to Update feature matrix" title="Direct link to Update feature matrix">​</a></h2><p>Pulsar feature matrix introduces the features supported by language-specific clients and functions. It includes:</p><ul><li><a href="/client-feature-matrix" target="_blank" rel="noopener noreferrer">Client Feature Matrix</a></li><li><a href="https://docs.google.com/spreadsheets/d/1YHYTkIXR8-Ql103u-IMI18TXLlGStK8uJjDsOOA0T20/edit#gid=328808194" target="_blank" rel="noopener noreferrer">Function Feature Matrix</a></li></ul><p>You need to update the feature matrix as soon as your related commits get merged. The workflow is illustrated as follows.</p><p><img loading="lazy" alt="Client Feature Matrix Workflow" src="/assets/images/client-matrix-workflow-e5e553d47d971e39c37b9ed5cdee3ff3.png" width="584" height="442" class="img_ev3q"></p><ol><li>Submit your code and doc PRs.</li><li>Get your PRs reviewed and merged.</li><li>Update the feature matrix to flag your contribution.</li></ol><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 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class="theme-doc-markdown markdown"><header><h1>Updating document</h1></header><p>This guide explains the organization of Pulsar documentation and website repos and the workflow of updating various Pulsar documents.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="source-repositories">Source repositories<a href="#source-repositories" class="hash-link" aria-label="Direct link to Source repositories" title="Direct link to Source repositories">​</a></h2><p>Currently, the source of documents and website (where the docs are finally published) are located at the <a href="https://github.com/apache/pulsar-site" target="_blank" rel="noopener noreferrer">apache/pulsar-site</a> repo.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="update-versioned-docs">Update versioned docs<a href="#update-versioned-docs" class="hash-link" aria-label="Direct link to Update versioned docs" title="Direct link to Update versioned docs">​</a></h2><p>Documentation should be up to date for all <a href="https://pulsar.apache.org/contribute/release-policy/#supported-versions" target="_blank" rel="noopener noreferrer">actively supported versions</a>.</p><p>No need to update documentation for versions that are not actively maintained unless the documentation is incorrect.</p><p>To update versioned docs, go to <a href="https://github.com/apache/pulsar-site/tree/main/versioned_docs" target="_blank" rel="noopener noreferrer">versioned_docs folder</a>.</p><p>For versions prior to 2.8, Pulsar releases versioned docs for each patch release. You can update the exact versioned doc.</p><p>For versions start from 2.8, Pulsar release versioned docs for each minor release. Apart from updating the content, you should take care of adding specific instructions.</p><p>For example, if you want to add docs for an improvement introduced in 2.8.2, you can add the following instructions:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::note</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">This &lt;fix / improvment&gt; is available for 2.8.2 and later versions.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="update-reference-docs">Update reference docs<a href="#update-reference-docs" class="hash-link" aria-label="Direct link to Update reference docs" title="Direct link to Update reference docs">​</a></h2><p>If you want to update <a href="/reference/" target="_blank" rel="noopener noreferrer">Pulsar reference docs</a>, you should update the corresponding source files.</p><ul><li>Some reference docs are generated from code <strong>automatically</strong>. If you want to update the docs, you need to update the source code files.</li><li>Some configuration docs are updated <strong>manually</strong> using markdown files.</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="update-configuration-docs">Update configuration docs<a href="#update-configuration-docs" class="hash-link" aria-label="Direct link to Update configuration docs" title="Direct link to Update configuration docs">​</a></h3><p>Docs for configs of bundled components are generated from command-line tools <strong>automatically</strong>:</p><table><thead><tr><th>Components</th><th>Update where ...</th></tr></thead><tbody><tr><td>Broker</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-broker-common/src/main/java/org/apache/pulsar/broker/ServiceConfiguration.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.broker.ServiceConfiguration</a></td></tr><tr><td>WebSocket</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-websocket/src/main/java/org/apache/pulsar/websocket/service/WebSocketProxyConfiguration.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.websocket.service.WebSocketProxyConfiguration</a></td></tr><tr><td>Proxy</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-proxy/src/main/java/org/apache/pulsar/proxy/server/ProxyConfiguration.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.proxy.server.ProxyConfiguration</a></td></tr><tr><td>Standalone</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-broker-common/src/main/java/org/apache/pulsar/broker/ServiceConfiguration.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.broker.ServiceConfiguration</a></td></tr><tr><td>Client</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-client/src/main/java/org/apache/pulsar/client/impl/conf/ClientConfigurationData.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.client.impl.conf.ClientConfigurationData</a></td></tr><tr><td>Producer</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-client/src/main/java/org/apache/pulsar/client/impl/conf/ProducerConfigurationData.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.client.impl.conf.ProducerConfigurationData</a></td></tr><tr><td>Consumer</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-client/src/main/java/org/apache/pulsar/client/impl/conf/ConsumerConfigurationData.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.client.impl.conf.ConsumerConfigurationData</a></td></tr><tr><td>Reader</td><td><a href="https://github.com/apache/pulsar/blob/master/pulsar-client/src/main/java/org/apache/pulsar/client/impl/conf/ReaderConfigurationData.java" target="_blank" rel="noopener noreferrer">org.apache.pulsar.client.impl.conf.ReaderConfigurationData</a></td></tr></tbody></table><p>Docs for configs of external components (whose source code is hosted outside the Pulsar repositories) are updated <strong>manually</strong>:</p><table><thead><tr><th>Components</th><th>Update where ...</th></tr></thead><tbody><tr><td>BookKeeper</td><td><a href="https://github.com/apache/pulsar-site/blob/main/static/reference/next/config/reference-configuration-bookkeeper.md" target="_blank" rel="noopener noreferrer">reference-configuration-bookkeeper.md</a></td></tr><tr><td>Log4j</td><td><a href="https://github.com/apache/pulsar-site/blob/main/static/reference/next/config/reference-configuration-log4j.md" target="_blank" rel="noopener noreferrer">reference-configuration-log4j.md</a></td></tr><tr><td>Log4j shell</td><td><a href="https://github.com/apache/pulsar-site/blob/main/static/reference/next/config/reference-configuration-log4j-shell.md" target="_blank" rel="noopener noreferrer">reference-configuration-log4j-shell.md</a></td></tr><tr><td>ZooKeeper</td><td><a href="https://github.com/apache/pulsar-site/blob/main/static/reference/next/config/reference-configuration-zookeeper.md" target="_blank" rel="noopener noreferrer">reference-configuration-zookeeper.md</a></td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="update-command-line-tool-docs">Update command-line tool docs<a href="#update-command-line-tool-docs" class="hash-link" aria-label="Direct link to Update command-line tool docs" title="Direct link to Update command-line tool docs">​</a></h3><p>Docs for bundled Java-based command-line tools are generated <strong>automatically</strong>:</p><table><thead><tr><th>Components</th><th>Update where…</th></tr></thead><tbody><tr><td>pulsar</td><td>Different subcommands of <a href="https://github.com/apache/pulsar/blob/master/bin/pulsar" target="_blank" rel="noopener noreferrer">bin/pulsar</a> are updated in different code files</td></tr><tr><td>pulsar-admin</td><td><a href="https://github.com/apache/pulsar/tree/master/pulsar-client-tools/src/main/java/org/apache/pulsar/admin/cli" target="_blank" rel="noopener noreferrer">Classes under the admin command-line folder</a></td></tr><tr><td>pulsar-client</td><td><a href="https://github.com/apache/pulsar/tree/master/pulsar-client-tools/src/main/java/org/apache/pulsar/client/cli" target="_blank" rel="noopener noreferrer">Classes under the client command-line folder</a></td></tr><tr><td>pulsar-perf</td><td><li><a href="https://github.com/apache/pulsar/tree/master/pulsar-testclient/src/main/java/org/apache/pulsar/proxy/socket/client" target="_blank" rel="noopener noreferrer">The <code>websocket-producer</code> subcommand</a></li><li><a href="https://github.com/apache/pulsar/tree/master/pulsar-testclient/src/main/java/org/apache/pulsar/testclient" target="_blank" rel="noopener noreferrer">Other subcommands</a></li></td></tr></tbody></table><p>Docs for external command-line tools or bare scripts are updated <strong>manually</strong>:</p><table><thead><tr><th>Components</th><th>Update where…</th></tr></thead><tbody><tr><td>pulsar-shell</td><td><a href="https://github.com/apache/pulsar-site/blob/main/static/reference/next/pulsar-shell/pulsar-shell.md" target="_blank" rel="noopener noreferrer">pulsar-shell.md</a></td></tr><tr><td>pulsar-daemon</td><td><a href="https://github.com/apache/pulsar-site/blob/main/static/reference/next/pulsar-daemon/pulsar-daemon.md" target="_blank" rel="noopener noreferrer">pulsar-daemon.md</a></td></tr><tr><td>bookkeeper</td><td><a href="https://github.com/apache/pulsar-site/blob/main/static/reference/next/bookkeeper/bookkeeper.md" target="_blank" rel="noopener noreferrer">bookkeeper.md</a></td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="update-feature-matrix">Update feature matrix<a href="#update-feature-matrix" class="hash-link" aria-label="Direct link to Update feature matrix" title="Direct link to Update feature matrix">​</a></h2><p>Pulsar feature matrix introduces the features supported by language-specific clients and functions. It includes:</p><ul><li><a href="/client-feature-matrix" target="_blank" rel="noopener noreferrer">Client Feature Matrix</a></li><li><a href="https://docs.google.com/spreadsheets/d/1YHYTkIXR8-Ql103u-IMI18TXLlGStK8uJjDsOOA0T20/edit#gid=328808194" target="_blank" rel="noopener noreferrer">Function Feature Matrix</a></li></ul><p>You need to update the feature matrix as soon as your related commits get merged. The workflow is illustrated as follows.</p><p><img loading="lazy" alt="Client Feature Matrix Workflow" src="/assets/images/client-matrix-workflow-e5e553d47d971e39c37b9ed5cdee3ff3.png" width="584" height="442" class="img_ev3q"></p><ol><li>Submit your code and doc PRs.</li><li>Get your PRs reviewed and merged.</li><li>Update the feature matrix to flag your contribution.</li></ol><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><ul><li>For how to update the <a href="/client-feature-matrix" target="_blank" rel="noopener noreferrer">Client Feature Matrix</a>, see <a href="/contribute/site-intro/#how-to-update-data-driven-pages">How to update data-driven pages</a>.</li><li>If you have problems in editing the spreadsheet of <a href="https://docs.google.com/spreadsheets/d/1YHYTkIXR8-Ql103u-IMI18TXLlGStK8uJjDsOOA0T20/edit#gid=328808194" target="_blank" rel="noopener noreferrer">Function Feature Matrix</a>, you can reach out to <code>dev@pulsar.apache.org</code>.</li></ul></div></div></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/document-contribution.md" target="_blank" rel="noreferrer noopener" 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class="theme-doc-markdown markdown"><header><h1>Introduction</h1></header><p>Good documentation is crucial for any kind of software. This is especially true for sophisticated software systems such as distributed messaging system like Apache Pulsar. The Apache Pulsar community aims to provide concise, precise, and complete documentation and welcomes any contribution to improve Apache Pulsar&#x27;s documentation.</p><p>This introduction provides a set of guides offering best-practice suggestions for contributing documentation to Pulsar. It provides detailed instructions on the contribution workflow and conventions. Please follow these guidelines to keep the documentation structure, style, and syntax consistent.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="writing-documents">Writing documents<a href="#writing-documents" class="hash-link" aria-label="Direct link to Writing documents" title="Direct link to Writing documents">​</a></h2><ul><li><a href="/contribute/document-contribution/">How to update document</a></li><li><a href="/contribute/document-syntax/">Writing Syntax Guide</a></li><li><a href="https://docs.google.com/document/d/1lc5j4RtuLIzlEYCBo97AC8-U_3Erzs_lxpkDuseU0n4/edit#" target="_blank" rel="noopener noreferrer">Writing Style Guide</a></li><li><a href="https://docs.google.com/document/d/16Hp7Sc86MQtL0m8fc2w_TrcKXAuglwRwHmdmwfk00mI/edit#heading=h.b8ogodj5sj0" target="_blank" rel="noopener noreferrer">Design Style Guide</a></li><li><a href="https://docs.google.com/document/d/1-I1oQp1_HUaQopqilU-JdC-ksrLAgYNi93FZVnECwV8/edit#heading=h.wu6ygjne8e35" target="_blank" rel="noopener 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class="theme-doc-markdown markdown"><header><h1>Introduction</h1></header><p>Good documentation is crucial for any kind of software. This is especially true for sophisticated software systems such as distributed messaging system like Apache Pulsar. The Apache Pulsar community aims to provide concise, precise, and complete documentation and welcomes any contribution to improve Apache Pulsar&#x27;s documentation.</p><p>This introduction provides a set of guides offering best-practice suggestions for contributing documentation to Pulsar. It provides detailed instructions on the contribution workflow and conventions. Please follow these guidelines to keep the documentation structure, style, and syntax consistent.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="writing-documents">Writing documents<a href="#writing-documents" class="hash-link" aria-label="Direct link to Writing documents" title="Direct link to Writing documents">​</a></h2><ul><li><a href="/contribute/document-contribution/">How to update document</a></li><li><a href="/contribute/document-syntax/">Writing Syntax Guide</a></li><li><a href="https://docs.google.com/document/d/1lc5j4RtuLIzlEYCBo97AC8-U_3Erzs_lxpkDuseU0n4/edit#" target="_blank" rel="noopener noreferrer">Writing Style Guide</a></li><li><a href="https://docs.google.com/document/d/16Hp7Sc86MQtL0m8fc2w_TrcKXAuglwRwHmdmwfk00mI/edit#heading=h.b8ogodj5sj0" target="_blank" rel="noopener noreferrer">Design Style Guide</a></li><li><a href="https://docs.google.com/document/d/1-I1oQp1_HUaQopqilU-JdC-ksrLAgYNi93FZVnECwV8/edit#heading=h.wu6ygjne8e35" target="_blank" rel="noopener 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It brings many benefits, including but not limited to:</p><ul><li>You can test your writings. It&#x27;s a way to check whether you use the correct <a href="/contribute/document-syntax/">syntax</a>. You <strong>must ensure</strong> docs can be compiled and published correctly.</li><li>You can get your PR merged more quickly. Reviewers know your changes clearly and can speed up the review process.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-preview-changes-locally">How to preview changes locally?<a href="#how-to-preview-changes-locally" class="hash-link" aria-label="Direct link to How to preview changes locally?" title="Direct link to How to preview changes locally?">​</a></h2><p>Pulsar documentation is built using <a href="https://docusaurus.io/" target="_blank" rel="noopener noreferrer">Docusaurus</a>. To preview your changes as you edit the files, you can run a local development server that serves your website and reflect the latest changes.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="prerequisites">Prerequisites<a href="#prerequisites" class="hash-link" aria-label="Direct link to Prerequisites" title="Direct link to Prerequisites">​</a></h3><p>To verify docs are built correctly before submitting a contribution, you should set up your local environment to build and display the docs locally.</p><ul><li>Node &gt;= 20.0.0 (latest LTS recommended)</li><li>Corepack enabled (<code>corepack enable</code>)</li><li>Although you can use Linux, macOS, or Windows to build locally the Pulsar documentation, macOS is the preferred build environment as it offers the most complete support for documentation building.</li></ul><p>Installing prerequisites with <a href="https://brew.sh/" target="_blank" rel="noopener noreferrer">homebrew</a> on MacOS or Linux:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">brew </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">node</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">corepack </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">enable</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="preview-changes">Preview changes<a href="#preview-changes" class="hash-link" aria-label="Direct link to Preview changes" title="Direct link to Preview changes">​</a></h3><p>Pulsar website changes refer to all the changes made to the Pulsar website, including but not limited to the following pages:</p><ul><li><a href="/docs" target="_blank" rel="noopener noreferrer">User documents</a></li><li><a href="/contribute/">Contribution guide</a></li><li><a href="/release-notes/" target="_blank" rel="noopener noreferrer">Release notes</a></li><li><a href="/ecosystem" target="_blank" rel="noopener noreferrer">Ecosystem page</a></li><li><a href="/case-studies" target="_blank" rel="noopener noreferrer">Case studies</a></li><li>...</li></ul><p>Follow these steps to preview the website changes.</p><ol><li><p>Change to the working directory:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> pulsar-site/</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></li><li><p>Run the following command to preview changes:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># Preview changes on master</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">./preview.sh current</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># preview changes on a specific version</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">./preview.sh </span><span class="token number">2.10</span><span class="token plain">.x</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># preview changes on multiple versions</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">./preview.sh </span><span class="token number">2.10</span><span class="token plain">.x </span><span class="token number">2.9</span><span class="token plain">.x </span><span class="token punctuation" style="color:rgb(248, 248, 242)">..</span><span class="token plain">.</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></li></ol><p>By default, a browser window will open at <a href="http://localhost:3000" target="_blank" rel="noopener noreferrer">http://localhost:3000</a> to show the changes:</p><p><img loading="lazy" alt="alt_text" src="/assets/images/website-preview-3e284d8b7c2292bcb606955218a65a23.png" width="936" height="678" class="img_ev3q"></p><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>When you click on <code>Docs</code>, you are taken to the latest stable version (e.g., <code>http://localhost:3000/docs/2.10.x/</code>). If you want to preview changes on <code>master</code>, change the URL to <code>http://localhost:3000/docs/next</code></p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="stop-preview">Stop preview<a href="#stop-preview" class="hash-link" aria-label="Direct link to Stop preview" title="Direct link to Stop preview">​</a></h3><p>Switch to your command-line interface and press <strong>Control+C</strong>.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/document-preview.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this 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class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Website</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Previewing content</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h1>Previewing content</h1><p>This guide explains why and how to preview Pulsar content locally with detailed steps and various examples.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="why-preview-changes-locally">Why preview changes locally?<a href="#why-preview-changes-locally" class="hash-link" aria-label="Direct link to Why preview changes locally?" title="Direct link to Why preview changes locally?">​</a></h2><p>It is <strong>required</strong> to preview your changes locally and attach the preview screenshots in your PR description. It brings many benefits, including but not limited to:</p><ul><li>You can test your writings. It&#x27;s a way to check whether you use the correct <a href="/contribute/document-syntax/">syntax</a>. You <strong>must ensure</strong> docs can be compiled and published correctly.</li><li>You can get your PR merged more quickly. Reviewers know your changes clearly and can speed up the review process.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-preview-changes-locally">How to preview changes locally?<a href="#how-to-preview-changes-locally" class="hash-link" aria-label="Direct link to How to preview changes locally?" title="Direct link to How to preview changes locally?">​</a></h2><p>Pulsar documentation is built using <a href="https://docusaurus.io/" target="_blank" rel="noopener noreferrer">Docusaurus</a>. To preview your changes as you edit the files, you can run a local development server that serves your website and reflect the latest changes.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="prerequisites">Prerequisites<a href="#prerequisites" class="hash-link" aria-label="Direct link to Prerequisites" title="Direct link to Prerequisites">​</a></h3><p>To verify docs are built correctly before submitting a contribution, you should set up your local environment to build and display the docs locally.</p><ul><li>Node &gt;= 20.0.0 (latest LTS recommended)</li><li>Corepack enabled (<code>corepack enable</code>)</li><li>Although you can use Linux, macOS, or Windows to build locally the Pulsar documentation, macOS is the preferred build environment as it offers the most complete support for documentation building.</li></ul><p>Installing prerequisites with <a href="https://brew.sh/" target="_blank" rel="noopener noreferrer">homebrew</a> on MacOS or Linux:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">brew </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">node</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">corepack </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">enable</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="preview-changes">Preview changes<a href="#preview-changes" class="hash-link" aria-label="Direct link to Preview changes" title="Direct link to Preview changes">​</a></h3><p>Pulsar website changes refer to all the changes made to the Pulsar website, including but not limited to the following pages:</p><ul><li><a href="/docs" target="_blank" rel="noopener noreferrer">User documents</a></li><li><a href="/contribute/">Contribution guide</a></li><li><a href="/release-notes/" target="_blank" rel="noopener noreferrer">Release notes</a></li><li><a href="/ecosystem" target="_blank" rel="noopener noreferrer">Ecosystem page</a></li><li><a href="/case-studies" target="_blank" rel="noopener noreferrer">Case studies</a></li><li>...</li></ul><p>Follow these steps to preview the website changes.</p><ol><li><p>Change to the working directory:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> pulsar-site/</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></li><li><p>Run the following command to preview changes:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># Preview changes on master</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">./preview.sh current</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># preview changes on a specific version</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">./preview.sh </span><span class="token number">2.10</span><span class="token plain">.x</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># preview changes on multiple versions</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">./preview.sh </span><span class="token number">2.10</span><span class="token plain">.x </span><span class="token number">2.9</span><span class="token plain">.x </span><span class="token punctuation" style="color:rgb(248, 248, 242)">..</span><span class="token plain">.</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></li></ol><p>By default, a browser window will open at <a href="http://localhost:3000" target="_blank" rel="noopener noreferrer">http://localhost:3000</a> to show the changes:</p><p><img loading="lazy" alt="alt_text" src="/assets/images/website-preview-3e284d8b7c2292bcb606955218a65a23.png" width="936" height="678" class="img_ev3q"></p><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>When you click on <code>Docs</code>, you are taken to the latest stable version (e.g., <code>http://localhost:3000/docs/2.10.x/</code>). If you want to preview changes on <code>master</code>, change the URL to <code>http://localhost:3000/docs/next</code></p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="stop-preview">Stop preview<a href="#stop-preview" class="hash-link" aria-label="Direct link to Stop preview" title="Direct link to Stop preview">​</a></h3><p>Switch to your command-line interface and press <strong>Control+C</strong>.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/document-preview.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this 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class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Website</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Writing syntax</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Writing syntax</h1></header><p>This guide explains how to write Pulsar documentation using the MDX-compatible Markdown syntax.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="background">Background<a href="#background" class="hash-link" aria-label="Direct link to Background" title="Direct link to Background">​</a></h2><p>The Pulsar documentation uses <a href="https://www.markdownguide.org/basic-syntax/" target="_blank" rel="noopener noreferrer">Markdown</a> as its markup language and <a href="https://docusaurus.io/" target="_blank" rel="noopener noreferrer">Docusaurus</a> for generating the documentation and website, with <a href="https://mdxjs.com/" target="_blank" rel="noopener noreferrer">MDX</a> enhancement.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="why-use-new-markdown-syntax">Why use new Markdown syntax?<a href="#why-use-new-markdown-syntax" class="hash-link" aria-label="Direct link to Why use new Markdown syntax?" title="Direct link to Why use new Markdown syntax?">​</a></h3><p>The new Pulsar website is upgraded to Docusaurus V2, which uses MDX as the parsing engine. MDX can do much more than just parsing standard Markdown syntax, like rendering React components inside your documents as well.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-test-doc-changes">How to test doc changes?<a href="#how-to-test-doc-changes" class="hash-link" aria-label="Direct link to How to test doc changes?" title="Direct link to How to test doc changes?">​</a></h3><p>You can play with the MDX format in the <a href="https://mdxjs.com/playground/" target="_blank" rel="noopener noreferrer">MDX Playground</a>. Write some MDX to find out what it turns into. You can see the rendered result, the generated code, and the intermediary ASTs. This can be helpful for debugging or exploring.</p><p>For how to test doc changes locally, read the <a href="/contribute/document-preview/">Content Preview Guide</a>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="syntax">Syntax<a href="#syntax" class="hash-link" aria-label="Direct link to Syntax" title="Direct link to Syntax">​</a></h2><p>This guide just highlights a few selected important rules and frequently used syntax. For the complete syntax guide, read the <a href="https://docusaurus.io/docs/markdown-features" target="_blank" rel="noopener noreferrer">Markdown Features</a> document from Docusaurus and <a href="https://mdxjs.com/docs/what-is-mdx/#markdown" target="_blank" rel="noopener noreferrer">Markdown</a> document from MDX.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="markdown">Markdown<a href="#markdown" class="hash-link" aria-label="Direct link to Markdown" title="Direct link to Markdown">​</a></h3><ul><li>Use Markdown rather than HTML as much as possible, or else MDX may not recognize it. For example, when constructing complex tables, do not use <code>&lt;table&gt;</code>.</li><li>Use closing tags. <code>&lt;li&gt;&lt;li/&gt;</code> and <code>&lt;br/&gt;</code> are especially useful for constructing complex tables, such as creating a list and adding a blank line.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="example-1">Example 1<a href="#example-1" class="hash-link" aria-label="Direct link to Example 1" title="Direct link to Example 1">​</a></h4><div class="language-markdown codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-markdown codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token table table-header-row punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-header-row table-header important"> Directory </span><span class="token table table-header-row punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-header-row table-header important"> Contains                            </span><span class="token table table-header-row punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-header-row"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token table table-header-row"></span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">:----------</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">:------------------------------------</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-line"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token table table-line"></span><span class="token table table-data-rows punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-data-rows table-data"> </span><span class="token table table-data-rows table-data bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token table table-data-rows table-data bold content">Hello</span><span class="token table table-data-rows table-data bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token table table-data-rows table-data"> </span><span class="token table table-data-rows punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-data-rows table-data"> </span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">li</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token table table-data-rows table-data">a</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;/</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">li</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">li</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token table table-data-rows table-data">b</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;/</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">li</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">br</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">/&gt;</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">li</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token table table-data-rows table-data">c</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;/</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">li</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token table table-data-rows table-data"> </span><span class="token table table-data-rows punctuation" style="color:rgb(248, 248, 242)">|</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th align="left">Directory</th><th align="left">Contains</th></tr></thead><tbody><tr><td align="left"><strong>Hello</strong></td><td align="left"><li>a</li><li>b</li><br><li>c</li></td></tr></tbody></table><h4 class="anchor anchorWithStickyNavbar_LWe7" id="example-2">Example 2<a href="#example-2" class="hash-link" aria-label="Direct link to Example 2" title="Direct link to Example 2">​</a></h4><div class="language-markdown codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-markdown codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token table table-header-row punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-header-row table-header important"> a   </span><span class="token table table-header-row punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-header-row table-header important"> b   </span><span class="token table table-header-row punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-header-row table-header important"> c                        </span><span class="token table table-header-row punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-header-row"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token table table-header-row"></span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">-----</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">-----</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">--------------------------</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-line"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token table table-line"></span><span class="token table table-data-rows punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-data-rows table-data"> aa  </span><span class="token table table-data-rows punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-data-rows table-data"> bb  </span><span class="token table table-data-rows punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-data-rows table-data"> cc1</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">br</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">/&gt;</span><span class="token table table-data-rows table-data">cc2</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">br</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">/&gt;</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">br</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">/&gt;</span><span class="token table table-data-rows table-data">cc3 </span><span class="token table table-data-rows punctuation" style="color:rgb(248, 248, 242)">|</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th>a</th><th>b</th><th>c</th></tr></thead><tbody><tr><td>aa</td><td>bb</td><td>cc1<br>cc2<br><br>cc3</td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="tab">Tab<a href="#tab" class="hash-link" aria-label="Direct link to Tab" title="Direct link to Tab">​</a></h3><p>Before using multiple tabs, add these imports at the beginning of the file:</p><div class="language-markdown codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-markdown codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">````mdx-code-block</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">import Tabs from &#x27;@theme/Tabs&#x27;;</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">import TabItem from &#x27;@theme/TabItem&#x27;; </span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">````</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then, you can write tabs as:</p><div class="language-markdown codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-markdown codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token tag" style="color:rgb(255, 121, 198)">Tabs</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token tag" style="color:rgb(255, 121, 198)">TabItem</span><span class="token tag" style="color:rgb(255, 121, 198)"> </span><span class="token tag attr-name" style="color:rgb(241, 250, 140)">value</span><span class="token tag attr-value punctuation attr-equals" style="color:rgb(248, 248, 242)">=</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag attr-value" style="color:rgb(255, 121, 198)">apple</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag" style="color:rgb(255, 121, 198)"> </span><span class="token tag attr-name" style="color:rgb(241, 250, 140)">label</span><span class="token tag attr-value punctuation attr-equals" style="color:rgb(248, 248, 242)">=</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag attr-value" style="color:rgb(255, 121, 198)">Apple</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag" style="color:rgb(255, 121, 198)"> </span><span class="token tag attr-name" style="color:rgb(241, 250, 140)">default</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    This is an apple 🍎</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;/</span><span class="token tag" style="color:rgb(255, 121, 198)">TabItem</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token tag" style="color:rgb(255, 121, 198)">TabItem</span><span class="token tag" style="color:rgb(255, 121, 198)"> </span><span class="token tag attr-name" style="color:rgb(241, 250, 140)">value</span><span class="token tag attr-value punctuation attr-equals" style="color:rgb(248, 248, 242)">=</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag attr-value" style="color:rgb(255, 121, 198)">orange</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag" style="color:rgb(255, 121, 198)"> </span><span class="token tag attr-name" style="color:rgb(241, 250, 140)">label</span><span class="token tag attr-value punctuation attr-equals" style="color:rgb(248, 248, 242)">=</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag attr-value" style="color:rgb(255, 121, 198)">Orange</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    This is an orange 🍊</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;/</span><span class="token tag" style="color:rgb(255, 121, 198)">TabItem</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token tag" style="color:rgb(255, 121, 198)">TabItem</span><span class="token tag" style="color:rgb(255, 121, 198)"> </span><span class="token tag attr-name" style="color:rgb(241, 250, 140)">value</span><span class="token tag attr-value punctuation attr-equals" style="color:rgb(248, 248, 242)">=</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag attr-value" style="color:rgb(255, 121, 198)">banana</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag" style="color:rgb(255, 121, 198)"> </span><span class="token tag attr-name" style="color:rgb(241, 250, 140)">label</span><span class="token tag attr-value punctuation attr-equals" style="color:rgb(248, 248, 242)">=</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag attr-value" style="color:rgb(255, 121, 198)">Banana</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    This is a banana 🍌</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;/</span><span class="token tag" style="color:rgb(255, 121, 198)">TabItem</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;/</span><span class="token tag" style="color:rgb(255, 121, 198)">Tabs</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="tabs-container tabList__CuJ"><ul role="tablist" aria-orientation="horizontal" class="tabs"><li role="tab" tabindex="0" aria-selected="true" class="tabs__item tabItem_LNqP tabs__item--active">Apple</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Orange</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Banana</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6">This is an apple 🍎</div><div role="tabpanel" class="tabItem_Ymn6" hidden="">This is an orange 🍊</div><div role="tabpanel" class="tabItem_Ymn6" hidden="">This is a banana 🍌</div></div></div><p>Read more about how to write multiple tabs at <a href="https://docusaurus.io/docs/markdown-features/tabs" target="_blank" rel="noopener noreferrer">Tabs</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="code-blocks">Code blocks<a href="#code-blocks" class="hash-link" aria-label="Direct link to Code blocks" title="Direct link to Code blocks">​</a></h3><p>Read more about how to use syntax highlighting and supported languages at <a href="https://docusaurus.io/docs/markdown-features/code-blocks#syntax-highlighting" target="_blank" rel="noopener noreferrer">Syntax highlighting</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="admonitions">Admonitions<a href="#admonitions" class="hash-link" aria-label="Direct link to Admonitions" title="Direct link to Admonitions">​</a></h3><p>Docusaurus supports these admonitions:</p><div class="language-markdown codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-markdown codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::note</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Some </span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token bold content">content</span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token plain"> with </span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token italic content">Markdown</span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token plain"> </span><span class="token code-snippet code keyword" style="color:rgb(189, 147, 249);font-style:italic">`syntax`</span><span class="token plain">.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::tip</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Some </span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token bold content">content</span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token plain"> with </span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token italic content">Markdown</span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token plain"> </span><span class="token code-snippet code keyword" style="color:rgb(189, 147, 249);font-style:italic">`syntax`</span><span class="token plain">.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::info</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Some </span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token bold content">content</span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token plain"> with </span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token italic content">Markdown</span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token plain"> </span><span class="token code-snippet code keyword" style="color:rgb(189, 147, 249);font-style:italic">`syntax`</span><span class="token plain">.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::caution</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Some </span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token bold content">content</span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token plain"> with </span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token italic content">Markdown</span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token plain"> </span><span class="token code-snippet code keyword" style="color:rgb(189, 147, 249);font-style:italic">`syntax`</span><span class="token plain">.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::danger</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Some </span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token bold content">content</span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token plain"> with </span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token italic content">Markdown</span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token plain"> </span><span class="token code-snippet code keyword" style="color:rgb(189, 147, 249);font-style:italic">`syntax`</span><span class="token plain">.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Some <strong>content</strong> with <em>Markdown</em> <code>syntax</code>.</p></div></div><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>Some <strong>content</strong> with <em>Markdown</em> <code>syntax</code>.</p></div></div><div class="theme-admonition theme-admonition-info alert alert--info admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>info</div><div class="admonitionContent_S0QG"><p>Some <strong>content</strong> with <em>Markdown</em> <code>syntax</code>.</p></div></div><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>Some <strong>content</strong> with <em>Markdown</em> <code>syntax</code>.</p></div></div><div class="theme-admonition theme-admonition-danger alert alert--danger admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M5.05.31c.81 2.17.41 3.38-.52 4.31C3.55 5.67 1.98 6.45.9 7.98c-1.45 2.05-1.7 6.53 3.53 7.7-2.2-1.16-2.67-4.52-.3-6.61-.61 2.03.53 3.33 1.94 2.86 1.39-.47 2.3.53 2.27 1.67-.02.78-.31 1.44-1.13 1.81 3.42-.59 4.78-3.42 4.78-5.56 0-2.84-2.53-3.22-1.25-5.61-1.52.13-2.03 1.13-1.89 2.75.09 1.08-1.02 1.8-1.86 1.33-.67-.41-.66-1.19-.06-1.78C8.18 5.31 8.68 2.45 5.05.32L5.03.3l.02.01z"></path></svg></span>danger</div><div class="admonitionContent_S0QG"><p>Some <strong>content</strong> with <em>Markdown</em> <code>syntax</code>.</p></div></div><p>Read more about how to write admonitions at <a href="https://docusaurus.io/docs/markdown-features/admonitions" target="_blank" rel="noopener noreferrer">Admonitions</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="assets">Assets<a href="#assets" class="hash-link" aria-label="Direct link to Assets" title="Direct link to Assets">​</a></h3><p>Static assets are hosted under <code>/assets</code> for all documentations:</p><div class="language-markdown codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-markdown codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token url operator">!</span><span class="token url">[</span><span class="token url content">Page Linking</span><span class="token url">](</span><span class="token url">/assets/page-linking.png</span><span class="token url">)</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="indentation-and-space">Indentation and space<a href="#indentation-and-space" class="hash-link" aria-label="Direct link to Indentation and space" title="Direct link to Indentation and space">​</a></h3><ul><li>Use the same indentation for running texts and code blocks.</li><li>For the content block after an <strong>ordered list</strong>, indent the content block by only 3 spaces (not 4 spaces).</li><li>For the content block after an <strong>unordered list</strong>, indent the content block by only 2 spaces.</li><li>Insert <strong>exact one</strong> empty line (not two empty lines or more) between code blocks and running texts.</li></ul><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>If you don&#x27;t insert the empty line, the text cannot be rendered properly. You should encounter an error by <a href="/contribute/document-preview/">preview</a>. </p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="metadata">Metadata<a href="#metadata" class="hash-link" aria-label="Direct link to Metadata" title="Direct link to Metadata">​</a></h3><p>If you create a new <code>.md</code> file, add quotes for the value of <code>sidebar_label</code>.</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">---</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token key atrule">id</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> admin</span><span class="token punctuation" style="color:rgb(248, 248, 242)">-</span><span class="token plain">api</span><span class="token punctuation" style="color:rgb(248, 248, 242)">-</span><span class="token plain">partitioned</span><span class="token punctuation" style="color:rgb(248, 248, 242)">-</span><span class="token plain">topics</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token key atrule">title</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> Managing partitioned topic</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token key atrule">sidebar_label</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;Partitioned topics&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">---</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If you don&#x27;t set the <code>sidebar_label</code> property, the label is default to <code>title</code>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="tables">Tables<a href="#tables" class="hash-link" aria-label="Direct link to Tables" title="Direct link to Tables">​</a></h3><p>To help tables be easier to maintain, consider adding additional spaces to the column widths to make them consistent. For examples:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">| App name | Description         | Requirements   |</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">| :------- | :------------------ | :------------- |</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">| App 1    | Description text 1. | Requirements 1 |</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">| App 2    | Description text 2. | None           |</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>To format tables easily, you can install a plugin or extension in your editor as below:</p><ul><li>Visual Studio Code: <a href="https://marketplace.visualstudio.com/items?itemName=darkriszty.markdown-table-prettify" target="_blank" rel="noopener noreferrer">Markdown Table Prettifier</a></li><li>Sublime Text: <a href="https://packagecontrol.io/packages/Markdown%20Table%20Formatter" target="_blank" rel="noopener noreferrer">Markdown Table Formatter</a></li><li>Atom: <a href="https://atom.io/packages/markdown-table-formatter" target="_blank" rel="noopener noreferrer">Markdown Table Formatter</a></li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="links">Links<a href="#links" class="hash-link" aria-label="Direct link to Links" title="Direct link to Links">​</a></h3><p>Use links instead of summarizing to help preserve a single source of truth in Pulsar documentation.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="anchor-links">Anchor links<a href="#anchor-links" class="hash-link" aria-label="Direct link to Anchor links" title="Direct link to Anchor links">​</a></h4><p>Headings generate anchor links when rendered. For example:</p><p><code>## This is an example</code> generates the anchor <code>#this-is-an-example</code>.</p><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><ul><li>Avoid cross-reference docs to headings unless you need to link to a specific section of the document. This avoids breaking anchors in the future in case the heading is changed.</li><li>If possible, avoid changing headings, because they&#x27;re not only linked internally. There are various links to Pulsar documentation on the Internet, such as tutorials, presentations, StackOverflow posts, and other sources.</li></ul></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="links-to-internal-documentation">Links to internal documentation<a href="#links-to-internal-documentation" class="hash-link" aria-label="Direct link to Links to internal documentation" title="Direct link to Links to internal documentation">​</a></h4><p>Internal refers to documentation in the same Pulsar project.</p><p>General rules:</p><ul><li>Use relative links rather than absolute URLs.</li><li>Do not prepend <code>./</code> or <code>../../</code> to links to files or directories.</li></ul><p>Examples:</p><table><thead><tr><th>Scenario</th><th>Good</th><th>Bad</th></tr></thead><tbody><tr><td>Cross-reference to other markdown file (/path/xx/ is not needed)</td><td><code>[Function overview](function-overview.md)</code></td><td><li><code>[Function overview](functions-overview)</code></li><li><code>[Function overview](https://pulsar.apache.org/docs/next/functions-overview/)</code></li><li><code>[Function overview](../../function-overview.md)</code></li></td></tr><tr><td>Cross-reference to other chapters in the same markdown file (# and - are needed)</td><td><code>[Install builtin connectors (optional)](#install-builtin-connectors-optional)</code></td><td>N/A</td></tr></tbody></table><p>Read more about how to write Markdown links at <a href="https://docusaurus.io/docs/markdown-features/links" target="_blank" rel="noopener noreferrer">Markdown links</a>.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="links-to-external-documentation">Links to external documentation<a href="#links-to-external-documentation" class="hash-link" aria-label="Direct link to Links to external documentation" title="Direct link to Links to external documentation">​</a></h4><p>When describing interactions with external software, it&#x27;s often helpful to include links to external documentation. When possible, make sure that you&#x27;re linking to an <a href="#authoritative-sources">authoritative source</a>.</p><p>For example, if you&#x27;re describing a feature in Microsoft&#x27;s Active Directory, include a link to the official Microsoft documentation.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="link-to-a-specific-line-of-code">Link to a specific line of code<a href="#link-to-a-specific-line-of-code" class="hash-link" aria-label="Direct link to Link to a specific line of code" title="Direct link to Link to a specific line of code">​</a></h4><p>Use a <strong>permalink</strong> when linking to a specific line in a file to ensure users land on the line you&#x27;re referring to though lines of code change over time.</p><p><img loading="lazy" alt="alt_text" src="/assets/images/obtain-github-permalink-d6b28ee0883705a2adf8cc3993d6b19d.png" width="348" height="290" class="img_ev3q"></p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="authoritative-sources">Authoritative sources<a href="#authoritative-sources" class="hash-link" aria-label="Direct link to Authoritative sources" title="Direct link to Authoritative sources">​</a></h3><p>When citing external information, use sources that are written by the people who created the item or product in question. These sources are the most likely to be accurate and remain up to date.</p><ul><li><p>✅ Authoritative sources include the following:</p><ul><li><p>Official documentation for a product.</p><p>For example, if you&#x27;re setting up an interface with the Google OAuth 2 authorization server, include a link to Google&#x27;s documentation.</p></li><li><p>Official documentation for a project.</p><p>For example, if you&#x27;re citing NodeJS functionality, refer directly to <a href="https://nodejs.org/en/docs/" target="_blank" rel="noopener noreferrer">NodeJS documentation</a>.</p></li><li><p>Books from an authoritative publisher.</p></li></ul></li><li><p>❌ Authoritative sources do not include the following:</p><ul><li>Personal blog posts.</li><li>Documentation from a company that describes another company&#x27;s product.</li><li>Non-trustworthy articles.</li><li>Discussions on forums such as Stack Overflow.</li></ul></li></ul><p>While many of these sources to avoid can help you learn skills and or features, they can become obsolete quickly. Nobody is obliged to maintain any of these sites. Therefore, you should avoid using them as reference literature.</p><p>Non-authoritative sources are acceptable only if there is no equivalent authoritative source. Even then, focus on non-authoritative sources that are extensively cited or peer-reviewed.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="escape">Escape<a href="#escape" class="hash-link" aria-label="Direct link to Escape" title="Direct link to Escape">​</a></h3><p>Escape <code>&lt;</code> and <code>&gt;</code> with back-quote or HTML escape characters.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="headings">Headings<a href="#headings" class="hash-link" aria-label="Direct link to Headings" title="Direct link to Headings">​</a></h3><ul><li>Each documentation page begins with a <strong>level 2</strong> heading (<code>##</code>). This becomes the <code>&lt;h1&gt;</code> element when the page is rendered to HTML.</li><li>Do not skip a level.</li><li>Leave one blank line before and after the heading.</li><li>Do not use links as part of heading text.</li><li>When you change the heading text, the anchor link changes. To avoid broken links:<ul><li>Do not use step numbers in headings.</li><li>When possible, do not use words that might change in the future.</li></ul></li></ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/document-syntax.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"><span class="theme-last-updated">Last updated<!-- --> on <b><time datetime="2024-05-03T01:35:00.000Z">May 3, 2024</time></b> by <b>github-actions[bot]</b></span></div></div></footer></article><nav class="pagination-nav 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class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Website</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Writing syntax</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Writing syntax</h1></header><p>This guide explains how to write Pulsar documentation using the MDX-compatible Markdown syntax.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="background">Background<a href="#background" class="hash-link" aria-label="Direct link to Background" title="Direct link to Background">​</a></h2><p>The Pulsar documentation uses <a href="https://www.markdownguide.org/basic-syntax/" target="_blank" rel="noopener noreferrer">Markdown</a> as its markup language and <a href="https://docusaurus.io/" target="_blank" rel="noopener noreferrer">Docusaurus</a> for generating the documentation and website, with <a href="https://mdxjs.com/" target="_blank" rel="noopener noreferrer">MDX</a> enhancement.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="why-use-new-markdown-syntax">Why use new Markdown syntax?<a href="#why-use-new-markdown-syntax" class="hash-link" aria-label="Direct link to Why use new Markdown syntax?" title="Direct link to Why use new Markdown syntax?">​</a></h3><p>The new Pulsar website is upgraded to Docusaurus V2, which uses MDX as the parsing engine. MDX can do much more than just parsing standard Markdown syntax, like rendering React components inside your documents as well.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-test-doc-changes">How to test doc changes?<a href="#how-to-test-doc-changes" class="hash-link" aria-label="Direct link to How to test doc changes?" title="Direct link to How to test doc changes?">​</a></h3><p>You can play with the MDX format in the <a href="https://mdxjs.com/playground/" target="_blank" rel="noopener noreferrer">MDX Playground</a>. Write some MDX to find out what it turns into. You can see the rendered result, the generated code, and the intermediary ASTs. This can be helpful for debugging or exploring.</p><p>For how to test doc changes locally, read the <a href="/contribute/document-preview/">Content Preview Guide</a>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="syntax">Syntax<a href="#syntax" class="hash-link" aria-label="Direct link to Syntax" title="Direct link to Syntax">​</a></h2><p>This guide just highlights a few selected important rules and frequently used syntax. For the complete syntax guide, read the <a href="https://docusaurus.io/docs/markdown-features" target="_blank" rel="noopener noreferrer">Markdown Features</a> document from Docusaurus and <a href="https://mdxjs.com/docs/what-is-mdx/#markdown" target="_blank" rel="noopener noreferrer">Markdown</a> document from MDX.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="markdown">Markdown<a href="#markdown" class="hash-link" aria-label="Direct link to Markdown" title="Direct link to Markdown">​</a></h3><ul><li>Use Markdown rather than HTML as much as possible, or else MDX may not recognize it. For example, when constructing complex tables, do not use <code>&lt;table&gt;</code>.</li><li>Use closing tags. <code>&lt;li&gt;&lt;li/&gt;</code> and <code>&lt;br/&gt;</code> are especially useful for constructing complex tables, such as creating a list and adding a blank line.</li></ul><h4 class="anchor anchorWithStickyNavbar_LWe7" id="example-1">Example 1<a href="#example-1" class="hash-link" aria-label="Direct link to Example 1" title="Direct link to Example 1">​</a></h4><div class="language-markdown codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-markdown codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token table table-header-row punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-header-row table-header important"> Directory </span><span class="token table table-header-row punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-header-row table-header important"> Contains                            </span><span class="token table table-header-row punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-header-row"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token table table-header-row"></span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">:----------</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">:------------------------------------</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-line"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token table table-line"></span><span class="token table table-data-rows punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-data-rows table-data"> </span><span class="token table table-data-rows table-data bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token table table-data-rows table-data bold content">Hello</span><span class="token table table-data-rows table-data bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token table table-data-rows table-data"> </span><span class="token table table-data-rows punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-data-rows table-data"> </span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">li</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token table table-data-rows table-data">a</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;/</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">li</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">li</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token table table-data-rows table-data">b</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;/</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">li</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">br</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">/&gt;</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">li</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token table table-data-rows table-data">c</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;/</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">li</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token table table-data-rows table-data"> </span><span class="token table table-data-rows punctuation" style="color:rgb(248, 248, 242)">|</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th align="left">Directory</th><th align="left">Contains</th></tr></thead><tbody><tr><td align="left"><strong>Hello</strong></td><td align="left"><li>a</li><li>b</li><br><li>c</li></td></tr></tbody></table><h4 class="anchor anchorWithStickyNavbar_LWe7" id="example-2">Example 2<a href="#example-2" class="hash-link" aria-label="Direct link to Example 2" title="Direct link to Example 2">​</a></h4><div class="language-markdown codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-markdown codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token table table-header-row punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-header-row table-header important"> a   </span><span class="token table table-header-row punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-header-row table-header important"> b   </span><span class="token table table-header-row punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-header-row table-header important"> c                        </span><span class="token table table-header-row punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-header-row"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token table table-header-row"></span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">-----</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">-----</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">--------------------------</span><span class="token table table-line punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-line"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token table table-line"></span><span class="token table table-data-rows punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-data-rows table-data"> aa  </span><span class="token table table-data-rows punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-data-rows table-data"> bb  </span><span class="token table table-data-rows punctuation" style="color:rgb(248, 248, 242)">|</span><span class="token table table-data-rows table-data"> cc1</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">br</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">/&gt;</span><span class="token table table-data-rows table-data">cc2</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">br</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">/&gt;</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token table table-data-rows table-data tag" style="color:rgb(255, 121, 198)">br</span><span class="token table table-data-rows table-data tag punctuation" style="color:rgb(248, 248, 242)">/&gt;</span><span class="token table table-data-rows table-data">cc3 </span><span class="token table table-data-rows punctuation" style="color:rgb(248, 248, 242)">|</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><table><thead><tr><th>a</th><th>b</th><th>c</th></tr></thead><tbody><tr><td>aa</td><td>bb</td><td>cc1<br>cc2<br><br>cc3</td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="tab">Tab<a href="#tab" class="hash-link" aria-label="Direct link to Tab" title="Direct link to Tab">​</a></h3><p>Before using multiple tabs, add these imports at the beginning of the file:</p><div class="language-markdown codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-markdown codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">````mdx-code-block</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">import Tabs from &#x27;@theme/Tabs&#x27;;</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">import TabItem from &#x27;@theme/TabItem&#x27;; </span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">````</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then, you can write tabs as:</p><div class="language-markdown codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-markdown codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token tag" style="color:rgb(255, 121, 198)">Tabs</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token tag" style="color:rgb(255, 121, 198)">TabItem</span><span class="token tag" style="color:rgb(255, 121, 198)"> </span><span class="token tag attr-name" style="color:rgb(241, 250, 140)">value</span><span class="token tag attr-value punctuation attr-equals" style="color:rgb(248, 248, 242)">=</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag attr-value" style="color:rgb(255, 121, 198)">apple</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag" style="color:rgb(255, 121, 198)"> </span><span class="token tag attr-name" style="color:rgb(241, 250, 140)">label</span><span class="token tag attr-value punctuation attr-equals" style="color:rgb(248, 248, 242)">=</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag attr-value" style="color:rgb(255, 121, 198)">Apple</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag" style="color:rgb(255, 121, 198)"> </span><span class="token tag attr-name" style="color:rgb(241, 250, 140)">default</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    This is an apple 🍎</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;/</span><span class="token tag" style="color:rgb(255, 121, 198)">TabItem</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token tag" style="color:rgb(255, 121, 198)">TabItem</span><span class="token tag" style="color:rgb(255, 121, 198)"> </span><span class="token tag attr-name" style="color:rgb(241, 250, 140)">value</span><span class="token tag attr-value punctuation attr-equals" style="color:rgb(248, 248, 242)">=</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag attr-value" style="color:rgb(255, 121, 198)">orange</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag" style="color:rgb(255, 121, 198)"> </span><span class="token tag attr-name" style="color:rgb(241, 250, 140)">label</span><span class="token tag attr-value punctuation attr-equals" style="color:rgb(248, 248, 242)">=</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag attr-value" style="color:rgb(255, 121, 198)">Orange</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    This is an orange 🍊</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;/</span><span class="token tag" style="color:rgb(255, 121, 198)">TabItem</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;</span><span class="token tag" style="color:rgb(255, 121, 198)">TabItem</span><span class="token tag" style="color:rgb(255, 121, 198)"> </span><span class="token tag attr-name" style="color:rgb(241, 250, 140)">value</span><span class="token tag attr-value punctuation attr-equals" style="color:rgb(248, 248, 242)">=</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag attr-value" style="color:rgb(255, 121, 198)">banana</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag" style="color:rgb(255, 121, 198)"> </span><span class="token tag attr-name" style="color:rgb(241, 250, 140)">label</span><span class="token tag attr-value punctuation attr-equals" style="color:rgb(248, 248, 242)">=</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag attr-value" style="color:rgb(255, 121, 198)">Banana</span><span class="token tag attr-value punctuation" style="color:rgb(248, 248, 242)">&quot;</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    This is a banana 🍌</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;/</span><span class="token tag" style="color:rgb(255, 121, 198)">TabItem</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&lt;/</span><span class="token tag" style="color:rgb(255, 121, 198)">Tabs</span><span class="token tag punctuation" style="color:rgb(248, 248, 242)">&gt;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="tabs-container tabList__CuJ"><ul role="tablist" aria-orientation="horizontal" class="tabs"><li role="tab" tabindex="0" aria-selected="true" class="tabs__item tabItem_LNqP tabs__item--active">Apple</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Orange</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_LNqP">Banana</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Ymn6">This is an apple 🍎</div><div role="tabpanel" class="tabItem_Ymn6" hidden="">This is an orange 🍊</div><div role="tabpanel" class="tabItem_Ymn6" hidden="">This is a banana 🍌</div></div></div><p>Read more about how to write multiple tabs at <a href="https://docusaurus.io/docs/markdown-features/tabs" target="_blank" rel="noopener noreferrer">Tabs</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="code-blocks">Code blocks<a href="#code-blocks" class="hash-link" aria-label="Direct link to Code blocks" title="Direct link to Code blocks">​</a></h3><p>Read more about how to use syntax highlighting and supported languages at <a href="https://docusaurus.io/docs/markdown-features/code-blocks#syntax-highlighting" target="_blank" rel="noopener noreferrer">Syntax highlighting</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="admonitions">Admonitions<a href="#admonitions" class="hash-link" aria-label="Direct link to Admonitions" title="Direct link to Admonitions">​</a></h3><p>Docusaurus supports these admonitions:</p><div class="language-markdown codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-markdown codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::note</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Some </span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token bold content">content</span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token plain"> with </span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token italic content">Markdown</span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token plain"> </span><span class="token code-snippet code keyword" style="color:rgb(189, 147, 249);font-style:italic">`syntax`</span><span class="token plain">.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::tip</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Some </span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token bold content">content</span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token plain"> with </span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token italic content">Markdown</span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token plain"> </span><span class="token code-snippet code keyword" style="color:rgb(189, 147, 249);font-style:italic">`syntax`</span><span class="token plain">.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::info</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Some </span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token bold content">content</span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token plain"> with </span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token italic content">Markdown</span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token plain"> </span><span class="token code-snippet code keyword" style="color:rgb(189, 147, 249);font-style:italic">`syntax`</span><span class="token plain">.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::caution</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Some </span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token bold content">content</span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token plain"> with </span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token italic content">Markdown</span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token plain"> </span><span class="token code-snippet code keyword" style="color:rgb(189, 147, 249);font-style:italic">`syntax`</span><span class="token plain">.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::danger</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Some </span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token bold content">content</span><span class="token bold punctuation" style="color:rgb(248, 248, 242)">**</span><span class="token plain"> with </span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token italic content">Markdown</span><span class="token italic punctuation" style="color:rgb(248, 248, 242)">_</span><span class="token plain"> </span><span class="token code-snippet code keyword" style="color:rgb(189, 147, 249);font-style:italic">`syntax`</span><span class="token plain">.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">:::</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Some <strong>content</strong> with <em>Markdown</em> <code>syntax</code>.</p></div></div><div class="theme-admonition theme-admonition-tip alert alert--success admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M6.5 0C3.48 0 1 2.19 1 5c0 .92.55 2.25 1 3 1.34 2.25 1.78 2.78 2 4v1h5v-1c.22-1.22.66-1.75 2-4 .45-.75 1-2.08 1-3 0-2.81-2.48-5-5.5-5zm3.64 7.48c-.25.44-.47.8-.67 1.11-.86 1.41-1.25 2.06-1.45 3.23-.02.05-.02.11-.02.17H5c0-.06 0-.13-.02-.17-.2-1.17-.59-1.83-1.45-3.23-.2-.31-.42-.67-.67-1.11C2.44 6.78 2 5.65 2 5c0-2.2 2.02-4 4.5-4 1.22 0 2.36.42 3.22 1.19C10.55 2.94 11 3.94 11 5c0 .66-.44 1.78-.86 2.48zM4 14h5c-.23 1.14-1.3 2-2.5 2s-2.27-.86-2.5-2z"></path></svg></span>tip</div><div class="admonitionContent_S0QG"><p>Some <strong>content</strong> with <em>Markdown</em> <code>syntax</code>.</p></div></div><div class="theme-admonition theme-admonition-info alert alert--info admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>info</div><div class="admonitionContent_S0QG"><p>Some <strong>content</strong> with <em>Markdown</em> <code>syntax</code>.</p></div></div><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>Some <strong>content</strong> with <em>Markdown</em> <code>syntax</code>.</p></div></div><div class="theme-admonition theme-admonition-danger alert alert--danger admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 12 16"><path fill-rule="evenodd" d="M5.05.31c.81 2.17.41 3.38-.52 4.31C3.55 5.67 1.98 6.45.9 7.98c-1.45 2.05-1.7 6.53 3.53 7.7-2.2-1.16-2.67-4.52-.3-6.61-.61 2.03.53 3.33 1.94 2.86 1.39-.47 2.3.53 2.27 1.67-.02.78-.31 1.44-1.13 1.81 3.42-.59 4.78-3.42 4.78-5.56 0-2.84-2.53-3.22-1.25-5.61-1.52.13-2.03 1.13-1.89 2.75.09 1.08-1.02 1.8-1.86 1.33-.67-.41-.66-1.19-.06-1.78C8.18 5.31 8.68 2.45 5.05.32L5.03.3l.02.01z"></path></svg></span>danger</div><div class="admonitionContent_S0QG"><p>Some <strong>content</strong> with <em>Markdown</em> <code>syntax</code>.</p></div></div><p>Read more about how to write admonitions at <a href="https://docusaurus.io/docs/markdown-features/admonitions" target="_blank" rel="noopener noreferrer">Admonitions</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="assets">Assets<a href="#assets" class="hash-link" aria-label="Direct link to Assets" title="Direct link to Assets">​</a></h3><p>Static assets are hosted under <code>/assets</code> for all documentations:</p><div class="language-markdown codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-markdown codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token url operator">!</span><span class="token url">[</span><span class="token url content">Page Linking</span><span class="token url">](</span><span class="token url">/assets/page-linking.png</span><span class="token url">)</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="indentation-and-space">Indentation and space<a href="#indentation-and-space" class="hash-link" aria-label="Direct link to Indentation and space" title="Direct link to Indentation and space">​</a></h3><ul><li>Use the same indentation for running texts and code blocks.</li><li>For the content block after an <strong>ordered list</strong>, indent the content block by only 3 spaces (not 4 spaces).</li><li>For the content block after an <strong>unordered list</strong>, indent the content block by only 2 spaces.</li><li>Insert <strong>exact one</strong> empty line (not two empty lines or more) between code blocks and running texts.</li></ul><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>If you don&#x27;t insert the empty line, the text cannot be rendered properly. You should encounter an error by <a href="/contribute/document-preview/">preview</a>. </p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="metadata">Metadata<a href="#metadata" class="hash-link" aria-label="Direct link to Metadata" title="Direct link to Metadata">​</a></h3><p>If you create a new <code>.md</code> file, add quotes for the value of <code>sidebar_label</code>.</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">---</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token key atrule">id</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> admin</span><span class="token punctuation" style="color:rgb(248, 248, 242)">-</span><span class="token plain">api</span><span class="token punctuation" style="color:rgb(248, 248, 242)">-</span><span class="token plain">partitioned</span><span class="token punctuation" style="color:rgb(248, 248, 242)">-</span><span class="token plain">topics</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token key atrule">title</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> Managing partitioned topic</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token key atrule">sidebar_label</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;Partitioned topics&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">---</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If you don&#x27;t set the <code>sidebar_label</code> property, the label is default to <code>title</code>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="tables">Tables<a href="#tables" class="hash-link" aria-label="Direct link to Tables" title="Direct link to Tables">​</a></h3><p>To help tables be easier to maintain, consider adding additional spaces to the column widths to make them consistent. For examples:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">| App name | Description         | Requirements   |</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">| :------- | :------------------ | :------------- |</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">| App 1    | Description text 1. | Requirements 1 |</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">| App 2    | Description text 2. | None           |</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>To format tables easily, you can install a plugin or extension in your editor as below:</p><ul><li>Visual Studio Code: <a href="https://marketplace.visualstudio.com/items?itemName=darkriszty.markdown-table-prettify" target="_blank" rel="noopener noreferrer">Markdown Table Prettifier</a></li><li>Sublime Text: <a href="https://packagecontrol.io/packages/Markdown%20Table%20Formatter" target="_blank" rel="noopener noreferrer">Markdown Table Formatter</a></li><li>Atom: <a href="https://atom.io/packages/markdown-table-formatter" target="_blank" rel="noopener noreferrer">Markdown Table Formatter</a></li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="links">Links<a href="#links" class="hash-link" aria-label="Direct link to Links" title="Direct link to Links">​</a></h3><p>Use links instead of summarizing to help preserve a single source of truth in Pulsar documentation.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="anchor-links">Anchor links<a href="#anchor-links" class="hash-link" aria-label="Direct link to Anchor links" title="Direct link to Anchor links">​</a></h4><p>Headings generate anchor links when rendered. For example:</p><p><code>## This is an example</code> generates the anchor <code>#this-is-an-example</code>.</p><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><ul><li>Avoid cross-reference docs to headings unless you need to link to a specific section of the document. This avoids breaking anchors in the future in case the heading is changed.</li><li>If possible, avoid changing headings, because they&#x27;re not only linked internally. There are various links to Pulsar documentation on the Internet, such as tutorials, presentations, StackOverflow posts, and other sources.</li></ul></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="links-to-internal-documentation">Links to internal documentation<a href="#links-to-internal-documentation" class="hash-link" aria-label="Direct link to Links to internal documentation" title="Direct link to Links to internal documentation">​</a></h4><p>Internal refers to documentation in the same Pulsar project.</p><p>General rules:</p><ul><li>Use relative links rather than absolute URLs.</li><li>Do not prepend <code>./</code> or <code>../../</code> to links to files or directories.</li></ul><p>Examples:</p><table><thead><tr><th>Scenario</th><th>Good</th><th>Bad</th></tr></thead><tbody><tr><td>Cross-reference to other markdown file (/path/xx/ is not needed)</td><td><code>[Function overview](function-overview.md)</code></td><td><li><code>[Function overview](functions-overview)</code></li><li><code>[Function overview](https://pulsar.apache.org/docs/next/functions-overview/)</code></li><li><code>[Function overview](../../function-overview.md)</code></li></td></tr><tr><td>Cross-reference to other chapters in the same markdown file (# and - are needed)</td><td><code>[Install builtin connectors (optional)](#install-builtin-connectors-optional)</code></td><td>N/A</td></tr></tbody></table><p>Read more about how to write Markdown links at <a href="https://docusaurus.io/docs/markdown-features/links" target="_blank" rel="noopener noreferrer">Markdown links</a>.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="links-to-external-documentation">Links to external documentation<a href="#links-to-external-documentation" class="hash-link" aria-label="Direct link to Links to external documentation" title="Direct link to Links to external documentation">​</a></h4><p>When describing interactions with external software, it&#x27;s often helpful to include links to external documentation. When possible, make sure that you&#x27;re linking to an <a href="#authoritative-sources">authoritative source</a>.</p><p>For example, if you&#x27;re describing a feature in Microsoft&#x27;s Active Directory, include a link to the official Microsoft documentation.</p><h4 class="anchor anchorWithStickyNavbar_LWe7" id="link-to-a-specific-line-of-code">Link to a specific line of code<a href="#link-to-a-specific-line-of-code" class="hash-link" aria-label="Direct link to Link to a specific line of code" title="Direct link to Link to a specific line of code">​</a></h4><p>Use a <strong>permalink</strong> when linking to a specific line in a file to ensure users land on the line you&#x27;re referring to though lines of code change over time.</p><p><img loading="lazy" alt="alt_text" src="/assets/images/obtain-github-permalink-d6b28ee0883705a2adf8cc3993d6b19d.png" width="348" height="290" class="img_ev3q"></p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="authoritative-sources">Authoritative sources<a href="#authoritative-sources" class="hash-link" aria-label="Direct link to Authoritative sources" title="Direct link to Authoritative sources">​</a></h3><p>When citing external information, use sources that are written by the people who created the item or product in question. These sources are the most likely to be accurate and remain up to date.</p><ul><li><p>✅ Authoritative sources include the following:</p><ul><li><p>Official documentation for a product.</p><p>For example, if you&#x27;re setting up an interface with the Google OAuth 2 authorization server, include a link to Google&#x27;s documentation.</p></li><li><p>Official documentation for a project.</p><p>For example, if you&#x27;re citing NodeJS functionality, refer directly to <a href="https://nodejs.org/en/docs/" target="_blank" rel="noopener noreferrer">NodeJS documentation</a>.</p></li><li><p>Books from an authoritative publisher.</p></li></ul></li><li><p>❌ Authoritative sources do not include the following:</p><ul><li>Personal blog posts.</li><li>Documentation from a company that describes another company&#x27;s product.</li><li>Non-trustworthy articles.</li><li>Discussions on forums such as Stack Overflow.</li></ul></li></ul><p>While many of these sources to avoid can help you learn skills and or features, they can become obsolete quickly. Nobody is obliged to maintain any of these sites. Therefore, you should avoid using them as reference literature.</p><p>Non-authoritative sources are acceptable only if there is no equivalent authoritative source. Even then, focus on non-authoritative sources that are extensively cited or peer-reviewed.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="escape">Escape<a href="#escape" class="hash-link" aria-label="Direct link to Escape" title="Direct link to Escape">​</a></h3><p>Escape <code>&lt;</code> and <code>&gt;</code> with back-quote or HTML escape characters.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="headings">Headings<a href="#headings" class="hash-link" aria-label="Direct link to Headings" title="Direct link to Headings">​</a></h3><ul><li>Each documentation page begins with a <strong>level 2</strong> heading (<code>##</code>). This becomes the <code>&lt;h1&gt;</code> element when the page is rendered to HTML.</li><li>Do not skip a level.</li><li>Leave one blank line before and after the heading.</li><li>Do not use links as part of heading text.</li><li>When you change the heading text, the anchor link changes. 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To be able to gather feedback, avoid frustration, and avoid duplicated efforts all Pulsar related work are being tracked there.</p><p>If you do not already have a GitHub account, sign up <a href="https://github.com/join" target="_blank" rel="noopener noreferrer">here</a>.</p><p>If a quick <a href="https://github.com/apache/pulsar/issues" target="_blank" rel="noopener noreferrer">search</a> doesn&#x27;t turn up an existing GitHub issue for the work you want to contribute, create it. Please discuss your idea with a committer on GitHub or, alternatively, on the developer mailing list.</p><p>If there’s an existing GitHub issue for your intended contribution, please comment about your intended work. Once the work is understood, a committer will assign the issue to you. If an issue is currently assigned, please check with the current assignee before reassigning.</p><p>For moderate or large contributions, you should not start coding or writing a design document, a.k.a PIP (see below) unless there is a corresponding GitHub issue assigned to you for that work. Simple changes, like fixing typos, do not require an associated issue.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="pulsar-improvement-proposal-pip">Pulsar Improvement Proposal (PIP)<a href="#pulsar-improvement-proposal-pip" class="hash-link" aria-label="Direct link to Pulsar Improvement Proposal (PIP)" title="Direct link to Pulsar Improvement Proposal (PIP)">​</a></h3><p>On any change which is either significant (e.g., new features), or changes any public-facing component of Pulsar (API, configuration, metric ...), you need to write a design document known as a <em>Pulsar Improvement Proposal (PIP)</em>. Before starting to write a PIP, make sure you follow the process <a href="https://github.com/apache/pulsar/blob/master/pip/README.md" target="_blank" rel="noopener noreferrer">here</a></p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="online-discussions">Online discussions<a href="#online-discussions" class="hash-link" aria-label="Direct link to Online discussions" title="Direct link to Online discussions">​</a></h3><p>Pulsar users and developers use <a href="https://apache-pulsar.slack.com/" target="_blank" rel="noopener noreferrer">Apache Pulsar Slack channel</a> for online discussions. You can self-invite yourself by accessing <a href="https://communityinviter.com/apps/apache-pulsar/apache-pulsar" target="_blank" rel="noopener noreferrer">this link</a>.</p><p>Slack channels are great for quick questions or discussions on specialized topics. 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Pulsar has many opportunities for contributions: write new examples/tutorials, add new user-facing libraries, write new Pulsar IO connectors, or participate on the documentation effort.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="channels">Channels<a href="#channels" class="hash-link" aria-label="Direct link to Channels" title="Direct link to Channels">​</a></h2><p>To engage the Pulsar developers community, you can join the following channels.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="mailing-lists">Mailing lists<a href="#mailing-lists" class="hash-link" aria-label="Direct link to Mailing lists" title="Direct link to Mailing lists">​</a></h3><p>Pulsar developers discuss design and implementation issues on the <a href="mailto:dev@pulsar.apache.org" target="_blank" rel="noopener noreferrer">dev@pulsar.apache.org</a> mailing list, which is archived <a href="https://lists.apache.org/list.html?dev@pulsar.apache.org" target="_blank" rel="noopener noreferrer">here</a>. Join the list by emailing <a href="mailto:dev-subscribe@pulsar.apache.org" target="_blank" rel="noopener noreferrer">dev-subscribe@pulsar.apache.org</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="github-issues">GitHub issues<a href="#github-issues" class="hash-link" aria-label="Direct link to GitHub issues" title="Direct link to GitHub issues">​</a></h3><p>Pulsar developers use <a href="https://github.com/apache/pulsar/issues" target="_blank" rel="noopener noreferrer">GitHub issues</a> for issue tracking and project management, as well as a way to communicate among a very diverse and distributed set of contributors. To be able to gather feedback, avoid frustration, and avoid duplicated efforts all Pulsar related work are being tracked there.</p><p>If you do not already have a GitHub account, sign up <a href="https://github.com/join" target="_blank" rel="noopener noreferrer">here</a>.</p><p>If a quick <a href="https://github.com/apache/pulsar/issues" target="_blank" rel="noopener noreferrer">search</a> doesn&#x27;t turn up an existing GitHub issue for the work you want to contribute, create it. Please discuss your idea with a committer on GitHub or, alternatively, on the developer mailing list.</p><p>If there’s an existing GitHub issue for your intended contribution, please comment about your intended work. Once the work is understood, a committer will assign the issue to you. If an issue is currently assigned, please check with the current assignee before reassigning.</p><p>For moderate or large contributions, you should not start coding or writing a design document, a.k.a PIP (see below) unless there is a corresponding GitHub issue assigned to you for that work. Simple changes, like fixing typos, do not require an associated issue.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="pulsar-improvement-proposal-pip">Pulsar Improvement Proposal (PIP)<a href="#pulsar-improvement-proposal-pip" class="hash-link" aria-label="Direct link to Pulsar Improvement Proposal (PIP)" title="Direct link to Pulsar Improvement Proposal (PIP)">​</a></h3><p>On any change which is either significant (e.g., new features), or changes any public-facing component of Pulsar (API, configuration, metric ...), you need to write a design document known as a <em>Pulsar Improvement Proposal (PIP)</em>. Before starting to write a PIP, make sure you follow the process <a href="https://github.com/apache/pulsar/blob/master/pip/README.md" target="_blank" rel="noopener noreferrer">here</a></p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="online-discussions">Online discussions<a href="#online-discussions" class="hash-link" aria-label="Direct link to Online discussions" title="Direct link to Online discussions">​</a></h3><p>Pulsar users and developers use <a href="https://apache-pulsar.slack.com/" target="_blank" rel="noopener noreferrer">Apache Pulsar Slack channel</a> for online discussions. You can self-invite yourself by accessing <a href="https://communityinviter.com/apps/apache-pulsar/apache-pulsar" target="_blank" rel="noopener noreferrer">this link</a>.</p><p>Slack channels are great for quick questions or discussions on specialized topics. 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Since we cannot add more resources to Pulsar CI, we need to find other ways to reduce the load on Pulsar CI.</p><p>After <a href="https://github.com/apache/pulsar/pull/17693" target="_blank" rel="noopener noreferrer">PR-17693</a> merged, any pull request directly sent to <code>apache/pulsar</code> won&#x27;t be triggered anymore.</p><p>That said, pull requests should be first tested in your own fork. GitHub Actions provides separate quota for pull requests that are executed in a forked repository.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="ci-workflows-in-a-fork">CI workflows in a fork<a href="#ci-workflows-in-a-fork" class="hash-link" aria-label="Direct link to CI workflows in a fork" title="Direct link to CI workflows in a fork">​</a></h2><p>Here are instructions to use your personal CI on GitHub:</p><ol><li>Push your intended pull request changes to a new branch in your fork (the usual way you do it).</li><li>Open a pull request to your own fork.</li></ol><p>Below are the instructions for command-line interface.</p><p>Firstly, install <a href="https://cli.github.com/" target="_blank" rel="noopener noreferrer">GitHub CLI</a> and configure it. With GitHub CLI, there&#x27;s an easy way to open the PR to your own fork with a single command:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">gh </span><span class="token function" style="color:rgb(80, 250, 123)">pr</span><span class="token plain"> create --repo</span><span class="token operator">=</span><span class="token operator">&lt;</span><span class="token plain">your-github-id</span><span class="token operator">&gt;</span><span class="token plain">/pulsar --base master --head </span><span class="token operator">&lt;</span><span class="token plain">your-pr-branch</span><span class="token operator">&gt;</span><span class="token plain"> -f</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Alternatively, you can also create a PR to your own fork in the GitHub UI when opening a new PR. To do so, first click on &quot;compare across forks&quot; and then choose your own fork as both the forked repository and head repository.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="stay-in-sync-with-upstream">Stay in-sync with upstream<a href="#stay-in-sync-with-upstream" class="hash-link" aria-label="Direct link to Stay in-sync with upstream" title="Direct link to Stay in-sync with upstream">​</a></h2><p>It&#x27;s worth keeping your master branch in sync with apache/pulsar&#x27;s master (the upstream) so that the diff of PR will be reasonable in your own fork.</p><p>Read more about the instructions to sync a fork from the WebUI, from the GitHub CI, or from the command line at <a href="https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/syncing-a-fork" target="_blank" rel="noopener noreferrer">Syncing a fork</a>. </p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="ssh-to-ci-jobs">SSH to CI jobs<a href="#ssh-to-ci-jobs" class="hash-link" aria-label="Direct link to SSH to CI jobs" title="Direct link to SSH to CI jobs">​</a></h2><p>The additional benefit of the &quot;Personal CI&quot; is that you get SSH access to the build VMs when the build is running. That is handled by this logic in the <a href="https://github.com/apache/pulsar/blob/master/.github/workflows/pulsar-ci.yaml" target="_blank" rel="noopener noreferrer">pulsar-ci.yaml</a> GitHub Actions workflow file:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">-</span><span class="token plain"> </span><span class="token key atrule">name</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> Setup ssh access to build runner VM</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token comment" style="color:rgb(98, 114, 164)"># ssh access is enabled for builds in own forks</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token key atrule">if</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> $</span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"> github.repository </span><span class="token tag" style="color:rgb(255, 121, 198)">!=</span><span class="token plain"> &#x27;apache/pulsar&#x27; </span><span class="token important">&amp;&amp;</span><span class="token plain"> github.event_name == &#x27;pull_request&#x27; </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token key atrule">uses</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> ./.github/actions/ssh</span><span class="token punctuation" style="color:rgb(248, 248, 242)">-</span><span class="token plain">access</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token key atrule">with</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token key atrule">limit-access-to-actor</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> </span><span class="token boolean important">true</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Here is <a href="https://github.com/apache/pulsar/blob/master/.github/actions/ssh-access/action.yml" target="_blank" rel="noopener noreferrer">the inline <code>ssh-access</code> composite action implementation</a>.</p><p>The SSH access is secured with the SSH key registered in GitHub. For example, your public keys are <a href="https://github.com/horizonzy.keys" target="_blank" rel="noopener noreferrer">https://github.com/horizonzy.keys</a>. You will first have to register an SSH public key in GitHub for that to work.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/personal-ci.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"><span class="theme-last-updated">Last updated<!-- --> on <b><time datetime="2024-05-03T01:35:00.000Z">May 3, 2024</time></b> by <b>github-actions[bot]</b></span></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages navigation"><a class="pagination-nav__link 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aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Testing and CI</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Personal CI</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Personal CI</h1></header><p>Pulsar CI is currently hosted on Apache Infra resources. Since we cannot add more resources to Pulsar CI, we need to find other ways to reduce the load on Pulsar CI.</p><p>After <a href="https://github.com/apache/pulsar/pull/17693" target="_blank" rel="noopener noreferrer">PR-17693</a> merged, any pull request directly sent to <code>apache/pulsar</code> won&#x27;t be triggered anymore.</p><p>That said, pull requests should be first tested in your own fork. GitHub Actions provides separate quota for pull requests that are executed in a forked repository.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="ci-workflows-in-a-fork">CI workflows in a fork<a href="#ci-workflows-in-a-fork" class="hash-link" aria-label="Direct link to CI workflows in a fork" title="Direct link to CI workflows in a fork">​</a></h2><p>Here are instructions to use your personal CI on GitHub:</p><ol><li>Push your intended pull request changes to a new branch in your fork (the usual way you do it).</li><li>Open a pull request to your own fork.</li></ol><p>Below are the instructions for command-line interface.</p><p>Firstly, install <a href="https://cli.github.com/" target="_blank" rel="noopener noreferrer">GitHub CLI</a> and configure it. With GitHub CLI, there&#x27;s an easy way to open the PR to your own fork with a single command:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">gh </span><span class="token function" style="color:rgb(80, 250, 123)">pr</span><span class="token plain"> create --repo</span><span class="token operator">=</span><span class="token operator">&lt;</span><span class="token plain">your-github-id</span><span class="token operator">&gt;</span><span class="token plain">/pulsar --base master --head </span><span class="token operator">&lt;</span><span class="token plain">your-pr-branch</span><span class="token operator">&gt;</span><span class="token plain"> -f</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Alternatively, you can also create a PR to your own fork in the GitHub UI when opening a new PR. To do so, first click on &quot;compare across forks&quot; and then choose your own fork as both the forked repository and head repository.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="stay-in-sync-with-upstream">Stay in-sync with upstream<a href="#stay-in-sync-with-upstream" class="hash-link" aria-label="Direct link to Stay in-sync with upstream" title="Direct link to Stay in-sync with upstream">​</a></h2><p>It&#x27;s worth keeping your master branch in sync with apache/pulsar&#x27;s master (the upstream) so that the diff of PR will be reasonable in your own fork.</p><p>Read more about the instructions to sync a fork from the WebUI, from the GitHub CI, or from the command line at <a href="https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/working-with-forks/syncing-a-fork" target="_blank" rel="noopener noreferrer">Syncing a fork</a>. </p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="ssh-to-ci-jobs">SSH to CI jobs<a href="#ssh-to-ci-jobs" class="hash-link" aria-label="Direct link to SSH to CI jobs" title="Direct link to SSH to CI jobs">​</a></h2><p>The additional benefit of the &quot;Personal CI&quot; is that you get SSH access to the build VMs when the build is running. That is handled by this logic in the <a href="https://github.com/apache/pulsar/blob/master/.github/workflows/pulsar-ci.yaml" target="_blank" rel="noopener noreferrer">pulsar-ci.yaml</a> GitHub Actions workflow file:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">-</span><span class="token plain"> </span><span class="token key atrule">name</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> Setup ssh access to build runner VM</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token comment" style="color:rgb(98, 114, 164)"># ssh access is enabled for builds in own forks</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token key atrule">if</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> $</span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"> github.repository </span><span class="token tag" style="color:rgb(255, 121, 198)">!=</span><span class="token plain"> &#x27;apache/pulsar&#x27; </span><span class="token important">&amp;&amp;</span><span class="token plain"> github.event_name == &#x27;pull_request&#x27; </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token key atrule">uses</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> ./.github/actions/ssh</span><span class="token punctuation" style="color:rgb(248, 248, 242)">-</span><span class="token plain">access</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token key atrule">with</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token key atrule">limit-access-to-actor</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> </span><span class="token boolean important">true</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Here is <a href="https://github.com/apache/pulsar/blob/master/.github/actions/ssh-access/action.yml" target="_blank" rel="noopener noreferrer">the inline <code>ssh-access</code> composite action implementation</a>.</p><p>The SSH access is secured with the SSH key registered in GitHub. For example, your public keys are <a href="https://github.com/horizonzy.keys" target="_blank" rel="noopener noreferrer">https://github.com/horizonzy.keys</a>. You will first have to register an SSH public key in GitHub for that to work.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/personal-ci.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"><span class="theme-last-updated">Last updated<!-- --> on <b><time datetime="2024-05-06T23:51:02.000Z">May 6, 2024</time></b> by <b>Dragos Misca</b></span></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages navigation"><a class="pagination-nav__link 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@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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diff --git a/content/contribute/release-note-guide/index.html b/content/contribute/release-note-guide/index.html
index e751e02..0f23c6b 100644
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href="/contribute/release-note-guide/">Writing release notes</a></li></ul></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/contribute/validate-release-candidate/">Verifying release candidates</a></li></ul></li><li class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret" aria-expanded="false" href="/contribute/become-core-developer/">Committers</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_gTbr"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Releases</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/contribute/release-process/"><span itemprop="name">Release process</span></a><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Writing release notes</span><meta itemprop="position" content="3"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Writing release notes</h1></header><p>Pulsar release notes consist of the following parts:</p><ul><li><a href="/release-notes/" target="_blank" rel="noopener noreferrer">Core</a></li><li><a href="/release-notes/client-java" target="_blank" rel="noopener noreferrer">Java client</a></li><li><a href="/release-notes/client-ws" target="_blank" rel="noopener noreferrer">WebSocket client</a></li><li><a href="/release-notes/client-cpp" target="_blank" rel="noopener noreferrer">C++ client</a></li><li><a href="/release-notes/client-python" target="_blank" rel="noopener noreferrer">Python client</a></li><li><a href="/release-notes/client-go" target="_blank" rel="noopener noreferrer">Go client</a></li><li><a href="/release-notes/client-node" target="_blank" rel="noopener noreferrer">Node.js client</a></li><li><a href="/release-notes/client-cs" target="_blank" rel="noopener noreferrer">C# client</a></li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="prerequisite">Prerequisite<a href="#prerequisite" class="hash-link" aria-label="Direct link to Prerequisite" title="Direct link to Prerequisite">​</a></h2><p>To generate release notes, you are suggested to install the <a href="https://cli.github.com/" target="_blank" rel="noopener noreferrer">GitHub CLI</a> and authenticate first:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">brew </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> gh</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">gh auth login</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="fetch-the-release-metadata">Fetch the release metadata<a href="#fetch-the-release-metadata" class="hash-link" aria-label="Direct link to Fetch the release metadata" title="Direct link to Fetch the release metadata">​</a></h2><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># Replace v2.10.2 with the target version tag</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Replace apache/pulsar with the component repo</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">gh release view </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;v2.10.2&quot;</span><span class="token plain"> -R apache/pulsar --json author,tagName,publishedAt</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="fetch-the-release-note">Fetch the release note<a href="#fetch-the-release-note" class="hash-link" aria-label="Direct link to Fetch the release note" title="Direct link to Fetch the release note">​</a></h2><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># Replace v2.10.2 with the target version tag</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Replace apache/pulsar with the component repo</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">gh release view </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;v2.10.2&quot;</span><span class="token plain"> -R apache/pulsar --json body --jq .body</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="generate-release-notes">Generate release notes<a href="#generate-release-notes" class="hash-link" aria-label="Direct link to Generate release notes" title="Direct link to Generate release notes">​</a></h2><p>There isn&#x27;t a definite way yet. </p><p>Here are 2 approaches:</p><p>Using &quot;git log&quot;</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PREVIOUS_VERSION</span><span class="token operator">=</span><span class="token number">3.0</span><span class="token plain">.3</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">VERSION_WITHOUT_RC</span><span class="token operator">=</span><span class="token number">3.0</span><span class="token plain">.4</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> log --reverse  --oneline </span><span class="token function" style="color:rgb(80, 250, 123)">v</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$PREVIOUS_VERSION</span><span class="token punctuation" style="color:rgb(248, 248, 242)">..</span><span class="token plain">v</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> colrm </span><span class="token number">1</span><span class="token plain"> </span><span class="token number">12</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">sed</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;s/\] \[/][/&#x27;</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> perl -p -e </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;s/^\s+//&#x27;</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">awk</span><span class="token plain"> -F </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;]&#x27;</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;{</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">    if ($1 ~ /^\[/) {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">        print $1 &quot;]&quot; $2, $0</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">    } else {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">        print &quot;[zzz]&quot;, $0</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">    }</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">}&#x27;</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">sort</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">cut</span><span class="token plain"> -d </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27; &#x27;</span><span class="token plain"> -f2- </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">sed</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;s/\(#\([0-9]\+\)\)/[#\2](https:\/\/github.com\/apache\/pulsar\/pull\/\2)/g&#x27;</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">sed</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;s/^/- /&#x27;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Alternatively using &quot;gh pr list&quot;</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">gh </span><span class="token function" style="color:rgb(80, 250, 123)">pr</span><span class="token plain"> list -L </span><span class="token number">1000</span><span class="token plain"> --search </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;is:pr is:merged label:release/2.10.6 label:cherry-picked/branch-2.10&quot;</span><span class="token plain"> --json title,number,url </span><span class="token operator">|</span><span class="token plain"> jq -r </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;.[] | &quot;\(.title) [\(.number)](\(.url))&quot;&#x27;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="update-the-release-note-page">Update the release note page<a href="#update-the-release-note-page" class="hash-link" aria-label="Direct link to Update the release note page" title="Direct link to Update the release note page">​</a></h2><ol><li>Copy the related release notes entries and add a <a href="https://github.com/apache/pulsar-site/tree/main/release-notes/versioned" target="_blank" rel="noopener noreferrer">versioned release note file</a>.</li><li>Update the <a href="https://github.com/apache/pulsar-site/tree/main/data" target="_blank" rel="noopener noreferrer">version metadata files</a> (<code>release-*.js</code>). For apache/pulsar releases, this means updating <code>release-java.js</code> (Java client) and <code>release-pulsar.js</code> (Pulsar).</li><li>For every apache/pulsar release, you should add a <code>&lt;release-version&gt;</code> entry to the corresponding place in the <code>releases.json</code> file.</li><li>Update swagger files. ref: <a href="https://pulsar.apache.org/contribute/release-process/#swagger-files" target="_blank" rel="noopener noreferrer">swagger files</a></li></ol><p>To preview the result, follow the instructions for <a href="/contribute/document-preview/#preview-changes">previewing content</a>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="submit-the-release-note">Submit the release note<a href="#submit-the-release-note" class="hash-link" aria-label="Direct link to Submit the release note" title="Direct link to Submit the release note">​</a></h2><p>Submit a PR against <a href="https://github.com/apache/pulsar-site" target="_blank" rel="noopener noreferrer">the site repo</a> with the added version release note file and updated version metadata files.</p><p>Here are some examples:</p><ul><li><a href="https://github.com/apache/pulsar-site/pull/326" target="_blank" rel="noopener noreferrer">Add the release note for C++ client 3.1.0</a></li><li><a href="https://github.com/apache/pulsar-site/pull/343" target="_blank" rel="noopener noreferrer">Add the release note for Python client 3.0.0</a></li><li><a href="https://github.com/apache/pulsar-site/pull/834" target="_blank" rel="noopener noreferrer">Add the release note for Pulsar 3.0.3</a></li></ul><p>Check whether the release information is shown on the <a href="/release-notes/" target="_blank" rel="noopener noreferrer">Pulsar Release Note page</a> after the website is updated and built successfully.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a 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itemprop="name">Writing release notes</span><meta itemprop="position" content="3"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Writing release notes</h1></header><p>Pulsar release notes consist of the following parts:</p><ul><li><a href="/release-notes/" target="_blank" rel="noopener noreferrer">Core</a></li><li><a href="/release-notes/client-java" target="_blank" rel="noopener noreferrer">Java client</a></li><li><a href="/release-notes/client-ws" target="_blank" rel="noopener noreferrer">WebSocket client</a></li><li><a href="/release-notes/client-cpp" target="_blank" rel="noopener noreferrer">C++ client</a></li><li><a href="/release-notes/client-python" target="_blank" rel="noopener noreferrer">Python client</a></li><li><a href="/release-notes/client-go" target="_blank" rel="noopener noreferrer">Go client</a></li><li><a href="/release-notes/client-node" target="_blank" rel="noopener noreferrer">Node.js client</a></li><li><a href="/release-notes/client-cs" target="_blank" rel="noopener noreferrer">C# client</a></li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="prerequisite">Prerequisite<a href="#prerequisite" class="hash-link" aria-label="Direct link to Prerequisite" title="Direct link to Prerequisite">​</a></h2><p>To generate release notes, you are suggested to install the <a href="https://cli.github.com/" target="_blank" rel="noopener noreferrer">GitHub CLI</a> and authenticate first:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">brew </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> gh</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">gh auth login</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="fetch-the-release-metadata">Fetch the release metadata<a href="#fetch-the-release-metadata" class="hash-link" aria-label="Direct link to Fetch the release metadata" title="Direct link to Fetch the release metadata">​</a></h2><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># Replace v2.10.2 with the target version tag</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Replace apache/pulsar with the component repo</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">gh release view </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;v2.10.2&quot;</span><span class="token plain"> -R apache/pulsar --json author,tagName,publishedAt</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="fetch-the-release-note">Fetch the release note<a href="#fetch-the-release-note" class="hash-link" aria-label="Direct link to Fetch the release note" title="Direct link to Fetch the release note">​</a></h2><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># Replace v2.10.2 with the target version tag</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Replace apache/pulsar with the component repo</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">gh release view </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;v2.10.2&quot;</span><span class="token plain"> -R apache/pulsar --json body --jq .body</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="generate-release-notes">Generate release notes<a href="#generate-release-notes" class="hash-link" aria-label="Direct link to Generate release notes" title="Direct link to Generate release notes">​</a></h2><p>There isn&#x27;t a definite way yet. </p><p>Here are 2 approaches:</p><p>Using &quot;git log&quot;</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PREVIOUS_VERSION</span><span class="token operator">=</span><span class="token number">3.0</span><span class="token plain">.3</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">VERSION_WITHOUT_RC</span><span class="token operator">=</span><span class="token number">3.0</span><span class="token plain">.4</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> log --reverse  --oneline </span><span class="token function" style="color:rgb(80, 250, 123)">v</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$PREVIOUS_VERSION</span><span class="token punctuation" style="color:rgb(248, 248, 242)">..</span><span class="token plain">v</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> colrm </span><span class="token number">1</span><span class="token plain"> </span><span class="token number">12</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">sed</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;s/\] \[/][/&#x27;</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> perl -p -e </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;s/^\s+//&#x27;</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">awk</span><span class="token plain"> -F </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;]&#x27;</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;{</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">    if ($1 ~ /^\[/) {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">        print $1 &quot;]&quot; $2, $0</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">    } else {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">        print &quot;[zzz]&quot;, $0</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">    }</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">}&#x27;</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">sort</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">cut</span><span class="token plain"> -d </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27; &#x27;</span><span class="token plain"> -f2- </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">sed</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;s/\(#\([0-9]\+\)\)/[#\2](https:\/\/github.com\/apache\/pulsar\/pull\/\2)/g&#x27;</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">sed</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;s/^/- /&#x27;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Alternatively using &quot;gh pr list&quot;</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">gh </span><span class="token function" style="color:rgb(80, 250, 123)">pr</span><span class="token plain"> list -L </span><span class="token number">1000</span><span class="token plain"> --search </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;is:pr is:merged label:release/2.10.6 label:cherry-picked/branch-2.10&quot;</span><span class="token plain"> --json title,number,url </span><span class="token operator">|</span><span class="token plain"> jq -r </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;.[] | &quot;\(.title) [\(.number)](\(.url))&quot;&#x27;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="update-the-release-note-page">Update the release note page<a href="#update-the-release-note-page" class="hash-link" aria-label="Direct link to Update the release note page" title="Direct link to Update the release note page">​</a></h2><ol><li>Copy the related release notes entries and add a <a href="https://github.com/apache/pulsar-site/tree/main/release-notes/versioned" target="_blank" rel="noopener noreferrer">versioned release note file</a>.</li><li>Update the <a href="https://github.com/apache/pulsar-site/tree/main/data" target="_blank" rel="noopener noreferrer">version metadata files</a> (<code>release-*.js</code>). For apache/pulsar releases, this means updating <code>release-java.js</code> (Java client) and <code>release-pulsar.js</code> (Pulsar).</li><li>For every apache/pulsar release, you should add a <code>&lt;release-version&gt;</code> entry to the corresponding place in the <code>releases.json</code> file.</li><li>Update swagger files. ref: <a href="https://pulsar.apache.org/contribute/release-process/#swagger-files" target="_blank" rel="noopener noreferrer">swagger files</a></li></ol><p>To preview the result, follow the instructions for <a href="/contribute/document-preview/#preview-changes">previewing content</a>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="submit-the-release-note">Submit the release note<a href="#submit-the-release-note" class="hash-link" aria-label="Direct link to Submit the release note" title="Direct link to Submit the release note">​</a></h2><p>Submit a PR against <a href="https://github.com/apache/pulsar-site" target="_blank" rel="noopener noreferrer">the site repo</a> with the added version release note file and updated version metadata files.</p><p>Here are some examples:</p><ul><li><a href="https://github.com/apache/pulsar-site/pull/326" target="_blank" rel="noopener noreferrer">Add the release note for C++ client 3.1.0</a></li><li><a href="https://github.com/apache/pulsar-site/pull/343" target="_blank" rel="noopener noreferrer">Add the release note for Python client 3.0.0</a></li><li><a href="https://github.com/apache/pulsar-site/pull/834" target="_blank" rel="noopener noreferrer">Add the release note for Pulsar 3.0.3</a></li></ul><p>Check whether the release information is shown on the <a href="/release-notes/" target="_blank" rel="noopener noreferrer">Pulsar Release Note page</a> after the website is updated and built successfully.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a 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@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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class="breadcrumbs__link">Releases</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Release policy</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Release policy</h1></header><h2 class="anchor anchorWithStickyNavbar_LWe7" id="supported-versions">Supported Versions<a href="#supported-versions" class="hash-link" aria-label="Direct link to Supported Versions" title="Direct link to Supported Versions">​</a></h2><p>Please plan your Pulsar deployment updates according to the dates provided below. However, note that the Apache Pulsar project may provide ad hoc releases for some older patch versions, depending on resource availability, time constraints, or the severity of an issue, such as a significant CVE. These releases would be provided on a &#x27;best-effort&#x27; basis. 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scope="col">Latest</th></tr></thead><style data-emotion="css 1xnox0e">.css-1xnox0e{display:table-row-group;}</style><tbody class="MuiTableBody-root css-1xnox0e"><tr class="MuiTableRow-root css-1gqug66"><style data-emotion="css q34dxg">.css-q34dxg{font-family:"Roboto","Helvetica","Arial",sans-serif;font-weight:400;font-size:0.875rem;line-height:1.43;letter-spacing:0.01071em;display:table-cell;vertical-align:inherit;border-bottom:1px solid rgba(224, 224, 224, 1);text-align:left;padding:16px;color:rgba(0, 0, 0, 0.87);}</style><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">3<!-- -->.<!-- -->2</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">3 months ago<br>(<!-- -->05 Feb 2024<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><style data-emotion="css jj2ztu">.css-jj2ztu{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;}.css-jj2ztu>:not(style):not(style){margin:0;}.css-jj2ztu>:not(style)~:not(style){margin-left:16px;}</style><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><style data-emotion="css hwxaim">.css-hwxaim{width:15px;height:15px;border-radius:50%;}</style><div style="background:mediumaquamarine" class="css-hwxaim"></div></div><div style="color:inherit">End<!-- --> <!-- -->in 3 months<br>(<!-- -->05 Aug 2024<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:mediumaquamarine" class="css-hwxaim"></div></div><div style="color:inherit">End<!-- --> <!-- -->in 3 months<br>(<!-- -->05 Aug 2024<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><a href="/release-notes/versioned/pulsar-3.2.2/">3.2.2</a><br>(<!-- -->02 Apr 2024<!-- -->)</td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">3<!-- -->.<!-- -->1</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">9 months ago<br>(<!-- -->10 Aug 2023<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->3 months ago<br>(<!-- -->10 Feb 2024<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->3 months ago<br>(<!-- -->10 Feb 2024<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>3.1.3</del></td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">3<!-- -->.<!-- -->0<!-- --> (LTS)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">a year ago<br>(<!-- -->02 May 2023<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:mediumaquamarine" class="css-hwxaim"></div></div><div style="color:inherit">End<!-- --> <!-- -->in a year<br>(<!-- -->02 May 2025<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:mediumaquamarine" class="css-hwxaim"></div></div><div style="color:inherit">End<!-- --> <!-- -->in 2 years<br>(<!-- -->02 May 2026<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><a href="/release-notes/versioned/pulsar-3.0.4/">3.0.4</a><br>(<!-- -->02 Apr 2024<!-- -->)</td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2<!-- -->.<!-- -->11</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">a year ago<br>(<!-- -->11 Jan 2023<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->4 months ago<br>(<!-- -->11 Jan 2024<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->4 months ago<br>(<!-- -->11 Jan 2024<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>2.11.4</del></td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2<!-- -->.<!-- -->10</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2 years ago<br>(<!-- -->18 Apr 2022<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->a year ago<br>(<!-- -->18 Apr 2023<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->a year ago<br>(<!-- -->18 Apr 2023<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>2.10.6</del></td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2<!-- -->.<!-- -->9</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2 years ago<br>(<!-- -->20 Dec 2021<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->a year ago<br>(<!-- -->20 Dec 2022<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->a year ago<br>(<!-- -->20 Dec 2022<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>2.9.5</del></td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2<!-- -->.<!-- -->8</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">3 years ago<br>(<!-- -->15 Jun 2021<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->2 years ago<br>(<!-- -->15 Jun 2022<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->2 years ago<br>(<!-- -->15 Jun 2022<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>2.8.4</del></td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2<!-- -->.<!-- -->7</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">3 years ago<br>(<!-- -->03 Dec 2020<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->2 years ago<br>(<!-- -->03 Dec 2021<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->2 years ago<br>(<!-- -->03 Dec 2021<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>2.7.5</del></td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2<!-- -->.<!-- -->6</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">4 years ago<br>(<!-- -->17 Jun 2020<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->3 years ago<br>(<!-- -->17 Jun 2021<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->3 years ago<br>(<!-- -->17 Jun 2021<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>2.6.4</del></td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2<!-- -->.<!-- -->5</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">4 years ago<br>(<!-- -->15 Jan 2020<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->3 years ago<br>(<!-- -->15 Jan 2021<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->3 years ago<br>(<!-- -->15 Jan 2021<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>2.5.2</del></td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="release-semantics">Release semantics<a href="#release-semantics" class="hash-link" aria-label="Direct link to Release semantics" title="Direct link to Release semantics">​</a></h2><p>The Pulsar project follows a variant of Semantic Versioning (semver), which replacing <code>major.minor.patch</code> with <code>LTS.feature.patch</code>.</p><p>Concretely, existing releases can expect patches for bugs and security vulnerabilities. New features will target to feature releases. A &quot;major&quot; version bump will not carry any special meaning in terms of &quot;big features&quot; included in the release or breaking API changes. Instead, it would simply signal a new long-term support (LTS) release.</p><p>For example,</p><ul><li>2.10.0 is a feature release;</li><li>2.10.1 is a patch release;</li><li>2.11.0 is a feature release;</li><li>3.0.0 is the first LTS release;</li><li>3.0.1 is a patch release of the LTS release;</li><li>3.1.0 is a feature release;</li><li>3.2.0 is a feature release;</li><li>3.2.1 is a patch release;</li><li>4.0.0 is an LTS release.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="compatibility-between-releases">Compatibility between releases<a href="#compatibility-between-releases" class="hash-link" aria-label="Direct link to Compatibility between releases" title="Direct link to Compatibility between releases">​</a></h2><p>When upgrading an existing cluster, it is important to upgrade components linearly.</p><p>Before 3.0, upgrade should be done linearly through each feature version. For example, when upgrading from 2.8 to 2.10, it is important to upgrade to 2.9 before going to 2.10.</p><p>Starting from 3.0, additionally, live upgrade/downgrade between one LTS and the next one is guaranteed. For example,</p><ul><li>3.0 -&gt; 4.0 -&gt; 3.0 is OK;</li><li>3.2 -&gt; 4.0 -&gt; 3.2 is OK;</li><li>3.2 -&gt; 4.4 -&gt; 3.2 is OK;</li><li>3.0 -&gt; 3.1 -&gt; 3.0 is OK;</li><li>3.0 -&gt; 3.2 -&gt; 3.0 is OK;</li><li>3.2 -&gt; 5.0 is <em>not</em> OK.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="release-frequency-and-support-expectation">Release frequency and support expectation<a href="#release-frequency-and-support-expectation" class="hash-link" aria-label="Direct link to Release frequency and support expectation" title="Direct link to Release frequency and support expectation">​</a></h2><table><thead><tr><th></th><th>Release frequency</th><th>Active Support</th><th>Security Support</th></tr></thead><tbody><tr><td>LTS release</td><td>Every 18 months</td><td>24 months</td><td>36 months</td></tr><tr><td>Feature release</td><td>Every 3 months</td><td>6 months</td><td>6 months</td></tr><tr><td>Patch release</td><td>When it is ready</td><td>N/A</td><td>N/A</td></tr></tbody></table><p>This can be translated into:</p><ul><li>The last 2 LTS releases and the last 2 feature releases are supported.</li><li>Security patches are provided for the past 3 LTS releases and 2 feature releases</li></ul><p>Therefore, users can choose between stay in an LTS release until they are ready to jump into the next LTS, or try the latest releases which contains required features.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="release-cycles">Release cycles<a href="#release-cycles" class="hash-link" aria-label="Direct link to Release cycles" title="Direct link to Release cycles">​</a></h2><p>Generally, one committer shall volunteer as the release manager (RM) for a specific release.</p><p>For feature releases and LTS releases, the last 3 weeks of the release cycle will be marked as a code-freeze period. The RM will branch off from master, and the RM is also responsible for selecting the changes that will be cherry-picked in the release branch.</p><p>From the code-freeze point, to minimize the risk of delaying the release, only bug fixes involving a regression of behavior compared to a previous release should be allowed. Occasional exceptions will be possible after higher scrutiny of the change.</p><ol><li>At the moment of the code freeze, the RM will start preparing a release candidate (RC) following the <a href="/contribute/release-process/">release process</a>. Committers, contributors, and users will <a href="/contribute/validate-release-candidate/">test this RC</a> to detect issues as early as possible. (A formal vote by the PMC will not be required at this stage, though any disagreement should be sent out ASAP).</li><li>After 1 week, if there are any changes, the RM will provide a new RC release that the community will test again.</li><li>After 1 more week, if there are any changes, a third RC will be prepared, and this will be submitted to vote to the PMC. Otherwise, the vote will be held on an earlier RC if no issues are found.</li><li>The last 1 week will be used for the voting process and for updating Pulsar website and the blog post announcing the release, which should (hopefully) happen on the scheduled day.</li></ol><p>For patch releases, the process is the same while there is no code-freeze period and strict timeline. Basically, patch release is out &quot;when it is ready&quot;.</p><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>For example, the next release of Pulsar is 3.0.0, and it has the planned timeline as:</p><ul><li>2023-04-11 - RC-1</li><li>2023-04-18 - RC-2</li><li>2023-04-25 - RC-3</li><li>2023-05-02 - Announce 3.0 Release</li></ul></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="related-pips">Related PIPs<a href="#related-pips" class="hash-link" aria-label="Direct link to Related PIPs" title="Direct link to Related PIPs">​</a></h2><ul><li><a href="https://github.com/apache/pulsar/wiki/PIP-47%3A-Time-Based-Release-Plan" target="_blank" rel="noopener noreferrer">PIP-47: A Time-Based Release Plan</a></li><li><a href="https://github.com/apache/pulsar/issues/15966" target="_blank" rel="noopener noreferrer">PIP-175: Extend time based release process</a></li></ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/release-policy.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" 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class="breadcrumbs__link">Releases</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Release policy</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Release policy</h1></header><h2 class="anchor anchorWithStickyNavbar_LWe7" id="supported-versions">Supported Versions<a href="#supported-versions" class="hash-link" aria-label="Direct link to Supported Versions" title="Direct link to Supported Versions">​</a></h2><p>Please plan your Pulsar deployment updates according to the dates provided below. However, note that the Apache Pulsar project may provide ad hoc releases for some older patch versions, depending on resource availability, time constraints, or the severity of an issue, such as a significant CVE. These releases would be provided on a &#x27;best-effort&#x27; basis. For supported versions, the Apache Pulsar project follows the <a href="/security/">Security policy</a>.</p><style data-emotion="css 1owb465">.css-1owb465{display:table;width:100%;border-collapse:collapse;border-spacing:0;}.css-1owb465 caption{font-family:"Roboto","Helvetica","Arial",sans-serif;font-weight:400;font-size:0.875rem;line-height:1.43;letter-spacing:0.01071em;padding:16px;color:rgba(0, 0, 0, 0.6);text-align:left;caption-side:bottom;}</style><table class="MuiTable-root css-1owb465"><style data-emotion="css 1wbz3t9">.css-1wbz3t9{display:table-header-group;}</style><thead class="MuiTableHead-root css-1wbz3t9"><style data-emotion="css 1gqug66">.css-1gqug66{color:inherit;display:table-row;vertical-align:middle;outline:0;}.css-1gqug66.MuiTableRow-hover:hover{background-color:rgba(0, 0, 0, 0.04);}.css-1gqug66.Mui-selected{background-color:rgba(25, 118, 210, 0.08);}.css-1gqug66.Mui-selected:hover{background-color:rgba(25, 118, 210, 0.12);}</style><tr class="MuiTableRow-root MuiTableRow-head css-1gqug66"><style data-emotion="css in3yi3">.css-in3yi3{font-weight:bold;}</style><style data-emotion="css zkv8m">.css-zkv8m{font-family:"Roboto","Helvetica","Arial",sans-serif;font-weight:500;font-size:0.875rem;line-height:1.5rem;letter-spacing:0.01071em;display:table-cell;vertical-align:inherit;border-bottom:1px solid rgba(224, 224, 224, 1);text-align:left;padding:16px;color:rgba(0, 0, 0, 0.87);font-weight:bold;}</style><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-sizeMedium css-zkv8m" scope="col">Version</th><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-sizeMedium css-zkv8m" scope="col">Released</th><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-sizeMedium css-zkv8m" scope="col">Active Support</th><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-sizeMedium css-zkv8m" scope="col">Security Support</th><th class="MuiTableCell-root MuiTableCell-head MuiTableCell-sizeMedium css-zkv8m" scope="col">Latest</th></tr></thead><style data-emotion="css 1xnox0e">.css-1xnox0e{display:table-row-group;}</style><tbody class="MuiTableBody-root css-1xnox0e"><tr class="MuiTableRow-root css-1gqug66"><style data-emotion="css q34dxg">.css-q34dxg{font-family:"Roboto","Helvetica","Arial",sans-serif;font-weight:400;font-size:0.875rem;line-height:1.43;letter-spacing:0.01071em;display:table-cell;vertical-align:inherit;border-bottom:1px solid rgba(224, 224, 224, 1);text-align:left;padding:16px;color:rgba(0, 0, 0, 0.87);}</style><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">3<!-- -->.<!-- -->2</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">3 months ago<br>(<!-- -->05 Feb 2024<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><style data-emotion="css jj2ztu">.css-jj2ztu{display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:row;-ms-flex-direction:row;flex-direction:row;}.css-jj2ztu>:not(style):not(style){margin:0;}.css-jj2ztu>:not(style)~:not(style){margin-left:16px;}</style><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><style data-emotion="css hwxaim">.css-hwxaim{width:15px;height:15px;border-radius:50%;}</style><div style="background:mediumaquamarine" class="css-hwxaim"></div></div><div style="color:inherit">End<!-- --> <!-- -->in 3 months<br>(<!-- -->05 Aug 2024<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:mediumaquamarine" class="css-hwxaim"></div></div><div style="color:inherit">End<!-- --> <!-- -->in 3 months<br>(<!-- -->05 Aug 2024<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><a href="/release-notes/versioned/pulsar-3.2.2/">3.2.2</a><br>(<!-- -->02 Apr 2024<!-- -->)</td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">3<!-- -->.<!-- -->1</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">9 months ago<br>(<!-- -->10 Aug 2023<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->3 months ago<br>(<!-- -->10 Feb 2024<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->3 months ago<br>(<!-- -->10 Feb 2024<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>3.1.3</del></td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">3<!-- -->.<!-- -->0<!-- --> (LTS)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">a year ago<br>(<!-- -->02 May 2023<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:mediumaquamarine" class="css-hwxaim"></div></div><div style="color:inherit">End<!-- --> <!-- -->in a year<br>(<!-- -->02 May 2025<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:mediumaquamarine" class="css-hwxaim"></div></div><div style="color:inherit">End<!-- --> <!-- -->in 2 years<br>(<!-- -->02 May 2026<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><a href="/release-notes/versioned/pulsar-3.0.4/">3.0.4</a><br>(<!-- -->02 Apr 2024<!-- -->)</td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2<!-- -->.<!-- -->11</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">a year ago<br>(<!-- -->11 Jan 2023<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->4 months ago<br>(<!-- -->11 Jan 2024<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->4 months ago<br>(<!-- -->11 Jan 2024<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>2.11.4</del></td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2<!-- -->.<!-- -->10</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2 years ago<br>(<!-- -->18 Apr 2022<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->a year ago<br>(<!-- -->18 Apr 2023<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->a year ago<br>(<!-- -->18 Apr 2023<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>2.10.6</del></td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2<!-- -->.<!-- -->9</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2 years ago<br>(<!-- -->20 Dec 2021<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->a year ago<br>(<!-- -->20 Dec 2022<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->a year ago<br>(<!-- -->20 Dec 2022<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>2.9.5</del></td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2<!-- -->.<!-- -->8</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">3 years ago<br>(<!-- -->15 Jun 2021<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->2 years ago<br>(<!-- -->15 Jun 2022<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->2 years ago<br>(<!-- -->15 Jun 2022<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>2.8.4</del></td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2<!-- -->.<!-- -->7</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">3 years ago<br>(<!-- -->03 Dec 2020<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->2 years ago<br>(<!-- -->03 Dec 2021<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->2 years ago<br>(<!-- -->03 Dec 2021<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>2.7.5</del></td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2<!-- -->.<!-- -->6</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">4 years ago<br>(<!-- -->17 Jun 2020<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->3 years ago<br>(<!-- -->17 Jun 2021<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->3 years ago<br>(<!-- -->17 Jun 2021<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>2.6.4</del></td></tr><tr class="MuiTableRow-root css-1gqug66"><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">2<!-- -->.<!-- -->5</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg">4 years ago<br>(<!-- -->15 Jan 2020<!-- -->)</td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->3 years ago<br>(<!-- -->15 Jan 2021<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><div class="MuiStack-root css-jj2ztu"><div style="margin-top:10px"><div style="background:crimson" class="css-hwxaim"></div></div><div style="color:crimson">Ended<!-- --> <!-- -->3 years ago<br>(<!-- -->15 Jan 2021<!-- -->)</div></div></td><td class="MuiTableCell-root MuiTableCell-body MuiTableCell-sizeMedium css-q34dxg"><del>2.5.2</del></td></tr></tbody></table><h2 class="anchor anchorWithStickyNavbar_LWe7" id="release-semantics">Release semantics<a href="#release-semantics" class="hash-link" aria-label="Direct link to Release semantics" title="Direct link to Release semantics">​</a></h2><p>The Pulsar project follows a variant of Semantic Versioning (semver), which replacing <code>major.minor.patch</code> with <code>LTS.feature.patch</code>.</p><p>Concretely, existing releases can expect patches for bugs and security vulnerabilities. New features will target to feature releases. A &quot;major&quot; version bump will not carry any special meaning in terms of &quot;big features&quot; included in the release or breaking API changes. Instead, it would simply signal a new long-term support (LTS) release.</p><p>For example,</p><ul><li>2.10.0 is a feature release;</li><li>2.10.1 is a patch release;</li><li>2.11.0 is a feature release;</li><li>3.0.0 is the first LTS release;</li><li>3.0.1 is a patch release of the LTS release;</li><li>3.1.0 is a feature release;</li><li>3.2.0 is a feature release;</li><li>3.2.1 is a patch release;</li><li>4.0.0 is an LTS release.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="compatibility-between-releases">Compatibility between releases<a href="#compatibility-between-releases" class="hash-link" aria-label="Direct link to Compatibility between releases" title="Direct link to Compatibility between releases">​</a></h2><p>When upgrading an existing cluster, it is important to upgrade components linearly.</p><p>Before 3.0, upgrade should be done linearly through each feature version. For example, when upgrading from 2.8 to 2.10, it is important to upgrade to 2.9 before going to 2.10.</p><p>Starting from 3.0, additionally, live upgrade/downgrade between one LTS and the next one is guaranteed. For example,</p><ul><li>3.0 -&gt; 4.0 -&gt; 3.0 is OK;</li><li>3.2 -&gt; 4.0 -&gt; 3.2 is OK;</li><li>3.2 -&gt; 4.4 -&gt; 3.2 is OK;</li><li>3.0 -&gt; 3.1 -&gt; 3.0 is OK;</li><li>3.0 -&gt; 3.2 -&gt; 3.0 is OK;</li><li>3.2 -&gt; 5.0 is <em>not</em> OK.</li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="release-frequency-and-support-expectation">Release frequency and support expectation<a href="#release-frequency-and-support-expectation" class="hash-link" aria-label="Direct link to Release frequency and support expectation" title="Direct link to Release frequency and support expectation">​</a></h2><table><thead><tr><th></th><th>Release frequency</th><th>Active Support</th><th>Security Support</th></tr></thead><tbody><tr><td>LTS release</td><td>Every 18 months</td><td>24 months</td><td>36 months</td></tr><tr><td>Feature release</td><td>Every 3 months</td><td>6 months</td><td>6 months</td></tr><tr><td>Patch release</td><td>When it is ready</td><td>N/A</td><td>N/A</td></tr></tbody></table><p>This can be translated into:</p><ul><li>The last 2 LTS releases and the last 2 feature releases are supported.</li><li>Security patches are provided for the past 3 LTS releases and 2 feature releases</li></ul><p>Therefore, users can choose between stay in an LTS release until they are ready to jump into the next LTS, or try the latest releases which contains required features.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="release-cycles">Release cycles<a href="#release-cycles" class="hash-link" aria-label="Direct link to Release cycles" title="Direct link to Release cycles">​</a></h2><p>Generally, one committer shall volunteer as the release manager (RM) for a specific release.</p><p>For feature releases and LTS releases, the last 3 weeks of the release cycle will be marked as a code-freeze period. The RM will branch off from master, and the RM is also responsible for selecting the changes that will be cherry-picked in the release branch.</p><p>From the code-freeze point, to minimize the risk of delaying the release, only bug fixes involving a regression of behavior compared to a previous release should be allowed. Occasional exceptions will be possible after higher scrutiny of the change.</p><ol><li>At the moment of the code freeze, the RM will start preparing a release candidate (RC) following the <a href="/contribute/release-process/">release process</a>. Committers, contributors, and users will <a href="/contribute/validate-release-candidate/">test this RC</a> to detect issues as early as possible. (A formal vote by the PMC will not be required at this stage, though any disagreement should be sent out ASAP).</li><li>After 1 week, if there are any changes, the RM will provide a new RC release that the community will test again.</li><li>After 1 more week, if there are any changes, a third RC will be prepared, and this will be submitted to vote to the PMC. Otherwise, the vote will be held on an earlier RC if no issues are found.</li><li>The last 1 week will be used for the voting process and for updating Pulsar website and the blog post announcing the release, which should (hopefully) happen on the scheduled day.</li></ol><p>For patch releases, the process is the same while there is no code-freeze period and strict timeline. Basically, patch release is out &quot;when it is ready&quot;.</p><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>For example, the next release of Pulsar is 3.0.0, and it has the planned timeline as:</p><ul><li>2023-04-11 - RC-1</li><li>2023-04-18 - RC-2</li><li>2023-04-25 - RC-3</li><li>2023-05-02 - Announce 3.0 Release</li></ul></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="related-pips">Related PIPs<a href="#related-pips" class="hash-link" aria-label="Direct link to Related PIPs" title="Direct link to Related PIPs">​</a></h2><ul><li><a href="https://github.com/apache/pulsar/wiki/PIP-47%3A-Time-Based-Release-Plan" target="_blank" rel="noopener noreferrer">PIP-47: A Time-Based Release Plan</a></li><li><a href="https://github.com/apache/pulsar/issues/15966" target="_blank" rel="noopener noreferrer">PIP-175: Extend time based release process</a></li></ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/release-policy.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" 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                     <img alt="Slack logo" src="/img/slack-white.svg" width="26">
@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
         <p>Copyright © 2024 The Apache Software Foundation. All Rights Reserved. Apache, Pulsar, Apache Pulsar, and the Apache feather logo are trademarks or registered trademarks of The Apache Software Foundation.</p>
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@@ -61,7 +61,7 @@
 the workaround is to replace the <code>.git</code> file in the directory with a symbolic link to the worktree git directory</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># only when using git worktree</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$PULSAR_PATH</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">if</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> -f .git </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">;</span><span class="token plain"> </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">then</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">REAL_GITDIR</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$(</span><span class="token variable function" style="color:rgb(80, 250, 123);font-style:italic">cat</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> .git </span><span class="token variable operator" style="color:rgb(189, 147, 249);font-style:italic">|</span><span class="token variable function" style="color:rgb(80, 250, 123);font-style:italic">awk</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token variable string" style="color:rgb(255, 121, 198);font-style:italic">&#x27;{ print $2 }&#x27;</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">if</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> -d </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$REAL_GITDIR</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">;</span><span class="token plain"> </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">then</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token function" style="color:rgb(80, 250, 123)">mv</span><span class="token plain"> .git .git~</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token function" style="color:rgb(80, 250, 123)">ln</span><span class="token plain"> -s </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$REAL_GITDIR</span><span class="token plain"> .git</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">echo</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;Workaround in place&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">else</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">echo</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;Could find gitdir in .git file&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">fi</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">fi</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>For creating and publishing the docker images, run the following commands:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># ensure that you have the most recent base image locally</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> pull ubuntu:22.04</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$PULSAR_PATH</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">DOCKER_USER</span><span class="token operator">=</span><span class="token operator">&lt;</span><span class="token plain">your-dockerhub-username</span><span class="token operator">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> login -u </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$DOCKER_USER</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">mvn </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> -DUBUNTU_MIRROR</span><span class="token operator">=</span><span class="token plain">http://azure.archive.ubuntu.com/ubuntu/ </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    -DskipTests </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    -Dmaven.gitcommitid.nativegit</span><span class="token operator">=</span><span class="token plain">true </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    -Pmain,docker -Pdocker-push </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    -Ddocker.platforms</span><span class="token operator">=</span><span class="token plain">linux/amd64,linux/arm64 </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    -Ddocker.organization</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$DOCKER_USER</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    -pl docker/pulsar,docker/pulsar-all</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="call-for-the-vote-to-release-a-version-based-on-the-release-candidate">Call for the vote to release a version based on the release candidate<a href="#call-for-the-vote-to-release-a-version-based-on-the-release-candidate" class="hash-link" aria-label="Direct link to Call for the vote to release a version based on the release candidate" title="Direct link to Call for the vote to release a version based on the release candidate">​</a></h2><p>Start a voting thread on the dev mailing list. </p><p>Here is a way to render the template for the voting email.</p><p>Set these shell variables</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">DOCKER_USER</span><span class="token operator">=</span><span class="token operator">&lt;</span><span class="token plain">your-dockerhub-username</span><span class="token operator">&gt;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">STAGING_REPO</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;&lt;enter staging repo from https://repository.apache.org/#stagingRepositories&gt;&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">MY_NAME</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;Firstname Lastname&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PREVIOUS_VERSION_WITHOUT_RC</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;3.0.3&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token builtin class-name" style="color:rgb(189, 147, 249)">echo</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;Go to https://hub.docker.com/r/</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$DOCKER_USER</span><span class="token string" style="color:rgb(255, 121, 198)">/pulsar/tags to find the layer URL for the pulsar image&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">echo</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;Go to https://hub.docker.com/r/</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$DOCKER_USER</span><span class="token string" style="color:rgb(255, 121, 198)">/pulsar-all/tags to find the layer URL for the pulsar image&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Set these additional shell variable after looking up the URLs</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PULSAR_IMAGE_URL</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;&lt;looked up in previous step&gt;&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PULSAR_ALL_IMAGE_URL</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;&lt;looked up in previous step&gt;&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Set also these</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PULSAR_IMAGE_NAME</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$DOCKER_USER</span><span class="token string" style="color:rgb(255, 121, 198)">/pulsar:</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token string" style="color:rgb(255, 121, 198)">-</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$(</span><span class="token string variable function" style="color:rgb(80, 250, 123);font-style:italic">git</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic"> rev-parse --short</span><span class="token string variable operator" style="color:rgb(189, 147, 249);font-style:italic">=</span><span class="token string variable number" style="color:rgb(189, 147, 249);font-style:italic">7</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic"> v$VERSION_RC^</span><span class="token string variable punctuation" style="color:rgb(248, 248, 242);font-style:italic">{</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">commit</span><span class="token string variable punctuation" style="color:rgb(248, 248, 242);font-style:italic">}</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">)</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PULSAR_ALL_IMAGE_NAME</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$DOCKER_USER</span><span class="token string" style="color:rgb(255, 121, 198)">/pulsar-all:</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token string" style="color:rgb(255, 121, 198)">-</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$(</span><span class="token string variable function" style="color:rgb(80, 250, 123);font-style:italic">git</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic"> rev-parse --short</span><span class="token string variable operator" style="color:rgb(189, 147, 249);font-style:italic">=</span><span class="token string variable number" style="color:rgb(189, 147, 249);font-style:italic">7</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic"> v$VERSION_RC^</span><span class="token string variable punctuation" style="color:rgb(248, 248, 242);font-style:italic">{</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">commit</span><span class="token string variable punctuation" style="color:rgb(248, 248, 242);font-style:italic">}</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">)</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># validate pulling, will take some time, you can skip this if you have a slow internet connection</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> pull </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$PULSAR_IMAGE_NAME</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> pull </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$PULSAR_ALL_IMAGE_NAME</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># check that images are about right, you can skip this if you have a slow internet connection</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> run --rm  </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$PULSAR_IMAGE_NAME</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">bash</span><span class="token plain"> -c </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;ls /pulsar/lib&#x27;</span><span class="token plain">  </span><span class="token operator">|</span><span class="token function" style="color:rgb(80, 250, 123)">less</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> run --rm  </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$PULSAR_ALL_IMAGE_NAME</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">bash</span><span class="token plain"> -c </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;ls /pulsar/lib&#x27;</span><span class="token plain">  </span><span class="token operator">|</span><span class="token function" style="color:rgb(80, 250, 123)">less</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Now you can render the template to the clipboard</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">tee</span><span class="token plain"> </span><span class="token operator">&gt;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain">pbcopy</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"> </span><span class="token operator">&lt;&lt;</span><span class="token string" style="color:rgb(255, 121, 198)">EOF</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">To: dev@pulsar.apache.org</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Subject: [VOTE] Release Apache Pulsar </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token string" style="color:rgb(255, 121, 198)"> based on </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_RC</span><span class="token string" style="color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Hello Apache Pulsar Community,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">This is a call for the vote to release the Apache Pulsar version </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token string" style="color:rgb(255, 121, 198)"> based on </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_RC</span><span class="token string" style="color:rgb(255, 121, 198)">.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Included changes since the previous release:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">https://github.com/apache/pulsar/compare/v</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$PREVIOUS_VERSION_WITHOUT_RC</span><span class="token string" style="color:rgb(255, 121, 198)">...v</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_RC</span><span class="token string" style="color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">*** Please download, test and vote on this release. This vote will stay open</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">for at least 72 hours ***</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Only votes from PMC members are binding, but members of the community are</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">encouraged to test the release and vote with &quot;(non-binding)&quot;.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Note that we are voting upon the source (tag), binaries are provided for</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">convenience.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">The release candidate is available at:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">https://dist.apache.org/repos/dist/dev/pulsar/pulsar-</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_RC</span><span class="token string" style="color:rgb(255, 121, 198)">/</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">SHA-512 checksums:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)"></span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$(</span><span class="token string variable function" style="color:rgb(80, 250, 123);font-style:italic">cat</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token string variable environment constant" style="color:rgb(189, 147, 249);font-style:italic">$HOME</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">/pulsar-svn-release-$VERSION_RC/pulsar-$VERSION_RC/apache-pulsar-$VERSION_WITHOUT_RC-src.tar.gz.sha512 </span><span class="token string variable operator" style="color:rgb(189, 147, 249);font-style:italic">|</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token string variable function" style="color:rgb(80, 250, 123);font-style:italic">sed</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token string variable string" style="color:rgb(255, 121, 198);font-style:italic">&#x27;s|\./||g&#x27;</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">)</span><span class="token string" style="color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)"></span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$(</span><span class="token string variable function" style="color:rgb(80, 250, 123);font-style:italic">cat</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token string variable environment constant" style="color:rgb(189, 147, 249);font-style:italic">$HOME</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">/pulsar-svn-release-$VERSION_RC/pulsar-$VERSION_RC/apache-pulsar-$VERSION_WITHOUT_RC-bin.tar.gz.sha512 </span><span class="token string variable operator" style="color:rgb(189, 147, 249);font-style:italic">|</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token string variable function" style="color:rgb(80, 250, 123);font-style:italic">sed</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic"> </span><span class="token string variable string" style="color:rgb(255, 121, 198);font-style:italic">&#x27;s|\./||g&#x27;</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">)</span><span class="token string" style="color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Maven staging repo:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)"></span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$STAGING_REPO</span><span class="token string" style="color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">The tag to be voted upon:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">v</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_RC</span><span class="token string" style="color:rgb(255, 121, 198)"> (commit </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$(</span><span class="token string variable function" style="color:rgb(80, 250, 123);font-style:italic">git</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic"> rev-parse v$VERSION_RC^</span><span class="token string variable punctuation" style="color:rgb(248, 248, 242);font-style:italic">{</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">commit</span><span class="token string variable punctuation" style="color:rgb(248, 248, 242);font-style:italic">}</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">)</span><span class="token string" style="color:rgb(255, 121, 198)">)</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">https://github.com/apache/pulsar/releases/tag/v</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_RC</span><span class="token string" style="color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Pulsar&#x27;s KEYS file containing PGP keys you use to sign the release:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">https://downloads.apache.org/pulsar/KEYS</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Docker images:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">docker pull </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$PULSAR_IMAGE_NAME</span><span class="token string" style="color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)"></span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$PULSAR_IMAGE_URL</span><span class="token string" style="color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">docker pull </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$PULSAR_ALL_IMAGE_NAME</span><span class="token string" style="color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)"></span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$PULSAR_ALL_IMAGE_URL</span><span class="token string" style="color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Please download the source package, and follow the README to build</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">and run the Pulsar standalone service.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">More advanced release validation instructions can be found at</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">https://pulsar.apache.org/contribute/validate-release-candidate/</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Thanks,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)"></span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$MY_NAME</span><span class="token string" style="color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">EOF</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The vote should be open for at least 72 hours (3 days). Votes from Pulsar PMC members will be considered binding, while anyone else is encouraged to verify the release and vote as well.</p><p>If the release is approved here with 3 +1 binding votes, you can then proceed to the next step. Otherwise, you should repeat the previous steps and prepare another release candidate to vote.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="summarize-the-voting-for-the-release">Summarize the voting for the release<a href="#summarize-the-voting-for-the-release" class="hash-link" aria-label="Direct link to Summarize the voting for the release" title="Direct link to Summarize the voting for the release">​</a></h2><p>Once the vote has been passed, you will need to send a result vote to <a href="mailto:dev@pulsar.apache.org" target="_blank" rel="noopener noreferrer">dev@pulsar.apache.org</a> on the voting thread.</p><p>Message:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">tee</span><span class="token plain"> </span><span class="token operator">&gt;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain">pbcopy</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"> </span><span class="token operator">&lt;&lt;</span><span class="token string" style="color:rgb(255, 121, 198)">EOF</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Hello all,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">The vote to release Apache Pulsar version </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">${VERSION_WITHOUT_RC}</span><span class="token string" style="color:rgb(255, 121, 198)"> based on </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">${VERSION_RC}</span><span class="token string" style="color:rgb(255, 121, 198)"> is now closed.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">The vote PASSED with X binding &quot;+1&quot;, Y non-binding &quot;+1&quot; and 0 &quot;-1&quot; votes:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">&quot;+1&quot; Binding votes:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">  - &lt;name&gt;</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">&quot;+1&quot; Non-Binding votes:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">  - &lt;name&gt;</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">I&#x27;ll continue with the release process and the release announcement will follow shortly.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Thanks,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">&lt;your name&gt;</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">EOF</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="promote-the-release">Promote the release<a href="#promote-the-release" class="hash-link" aria-label="Direct link to Promote the release" title="Direct link to Promote the release">​</a></h2><p>For commands below, you need to set the environment variables <code>VERSION_RC</code>, <code>VERSION_WITHOUT_RC</code>, <code>UPSTREAM_REMOTE</code> and <code>APACHE_USER</code>.
 Please check the <a href="#env-vars">environment variables step</a> for doing that.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="publish-the-final-tag">Publish the final tag<a href="#publish-the-final-tag" class="hash-link" aria-label="Direct link to Publish the final tag" title="Direct link to Publish the final tag">​</a></h3><p>Create and push the final Git tag:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> tag -u </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$APACHE_USER</span><span class="token plain">@apache.org </span><span class="token function" style="color:rgb(80, 250, 123)">v</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">v</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_RC</span><span class="token plain">^</span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"> -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;Release v</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> push </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$UPSTREAM_REMOTE</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">v</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="create-release-notes-in-github">Create release notes in GitHub<a href="#create-release-notes-in-github" class="hash-link" aria-label="Direct link to Create release notes in GitHub" title="Direct link to Create release notes in GitHub">​</a></h3><p>Then, you can <a href="https://docs.github.com/en/repositories/releasing-projects-on-github/managing-releases-in-a-repository#creating-a-release" target="_blank" rel="noopener noreferrer">create a GitHub release</a> based on the tag.</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># open this URL and create release notes by clicking &quot;Create release from tag&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">echo</span><span class="token plain"> https://github.com/apache/pulsar/releases/tag/v</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">${VERSION_WITHOUT_RC}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># cherry-picked changes template</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">echo</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;[Cherry-picked changes](https://github.com/apache/pulsar/pulls?q=is%3Apr+is%3Amerged+label%3Arelease%2F</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">${VERSION_WITHOUT_RC}</span><span class="token string" style="color:rgb(255, 121, 198)">+label%3Acherry-picked%2F</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">${VERSION_BRANCH}</span><span class="token string" style="color:rgb(255, 121, 198)">+sort%3Acreated-asc)&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol><li>Open the above URL in a browser and create release notes by clicking &quot;Create release from tag&quot;.</li><li>Find &quot;Previous tag: auto&quot; in the UI above the text box and choose the previous release there.</li><li>Click &quot;Generate release notes&quot;.</li><li>Review the generated release notes.</li><li>Since changes are cherry-picked, you will have to include a link such as <a href="https://github.com/apache/pulsar/pulls?q=is%3Apr+is%3Amerged+label%3Arelease%2F2.11.4+label%3Acherry-picked%2Fbranch-2.11+sort%3Acreated-asc" target="_blank" rel="noopener noreferrer">Cherry-picked changes</a>. There&#x27;s a <a href="/contribute/release-note-guide/">separate guide for generating automated release notes</a>.</li><li>Unselect &quot;Set as the latest release&quot; (that should be only selected for the actual latest release of Pulsar)</li><li>Click &quot;Publish release&quot;.</li></ol><p>The <a href="/contribute/release-note-guide/">Writing release notes</a> guide should be followed to generate a proper release notes. That is covered in the &quot;Update the document&quot; section.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="release-the-artifacts-on-svn">Release the artifacts on SVN<a href="#release-the-artifacts-on-svn" class="hash-link" aria-label="Direct link to Release the artifacts on SVN" title="Direct link to Release the artifacts on SVN">​</a></h3><p>Promote the artifacts on the release SVN repo <a href="https://dist.apache.org/repos/dist/release" target="_blank" rel="noopener noreferrer">https://dist.apache.org/repos/dist/release</a>. Note that this repo is limited to PMC members, You may need a PMC member&#x27;s help if you are not one:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">svn move -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;Release Apache Pulsar </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  https://dist.apache.org/repos/dist/dev/pulsar/pulsar-</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_RC</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  https://dist.apache.org/repos/dist/release/pulsar/pulsar-</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="release-maven-modules">Release Maven modules<a href="#release-maven-modules" class="hash-link" aria-label="Direct link to Release Maven modules" title="Direct link to Release Maven modules">​</a></h3><p>Promote the Maven staging repository for release. Login to <a href="https://repository.apache.org" target="_blank" rel="noopener noreferrer">https://repository.apache.org</a> and select the staging repository associated with the RC candidate that was approved.
 Double check the staging repository name from the release vote email.
-Select the repository and click on &quot;Release&quot;. Artifacts will now be made available on Maven central.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="release-docker-images">Release Docker images<a href="#release-docker-images" class="hash-link" aria-label="Direct link to Release Docker images" title="Direct link to Release Docker images">​</a></h3><p>This step is performed by a Apache Pulsar PMC member. Please request help from a PMC member for completing this step.</p><p><code>regctl</code> from <a href="https://github.com/regclient/regclient" target="_blank" rel="noopener noreferrer">regclient</a> is needed for copying multi-arch images. Install with <code>brew install regclient</code> or with <a href="https://github.com/regclient/regclient/blob/main/docs/install.md" target="_blank" rel="noopener noreferrer">other installation options</a> of regclient. The benefit of <code>regctl</code> over using <code>docker pull/tag/push</code> is that it will handle copying both <code>amd64</code> and the <code>arm64</code> image.</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">RELEASE_MANAGER_DOCKER_USER</span><span class="token operator">=</span><span class="token plain">otheruser</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">CANDIDATE_TAG</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">regctl image copy </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">${RELEASE_MANAGER_DOCKER_USER}</span><span class="token plain">/pulsar:</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">${CANDIDATE_TAG}</span><span class="token plain"> apachepulsar/pulsar:</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">regctl image copy </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">${RELEASE_MANAGER_DOCKER_USER}</span><span class="token plain">/pulsar-all:</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">${CANDIDATE_TAG}</span><span class="token plain"> apachepulsar/pulsar-all:</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Go to check the result:</p><ul><li><a href="https://hub.docker.com/r/apachepulsar/pulsar/tags" target="_blank" rel="noopener noreferrer">https://hub.docker.com/r/apachepulsar/pulsar/tags</a></li><li><a href="https://hub.docker.com/r/apachepulsar/pulsar-all/tags" target="_blank" rel="noopener noreferrer">https://hub.docker.com/r/apachepulsar/pulsar-all/tags</a></li></ul><p>Ensure that newer than 3.x images support both amd64 and arm64. Older 2.x images should be amd64 only.</p><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>This step is for the latest release only.</p></div></div><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">regctl image copy apachepulsar/pulsar:$VERSION_WITHOUT_RC apachepulsar/pulsar:latest</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">regctl image copy apachepulsar/pulsar-all:$VERSION_WITHOUT_RC apachepulsar/pulsar-all:latest</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="release-helm-chart">Release Helm Chart<a href="#release-helm-chart" class="hash-link" aria-label="Direct link to Release Helm Chart" title="Direct link to Release Helm Chart">​</a></h3><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>This step is for the latest <em>LTS</em> release only</p></div></div><ol><li>Bump the image version in the Helm Chart: <a href="https://github.com/apache/pulsar-helm-chart/blob/master/charts/pulsar/values.yaml" target="_blank" rel="noopener noreferrer">charts/pulsar/values.yaml</a></li><li>Bump the chart version and <code>appVersion</code> in the Helm Chart to the released version: <a href="https://github.com/apache/pulsar-helm-chart/blob/master/charts/pulsar/Chart.yaml" target="_blank" rel="noopener noreferrer">charts/pulsar/Chart.yaml</a></li><li>Send a pull request for reviews and get it merged.</li><li>Once it is merged, the chart will be automatically released to GitHub releases at <a href="https://github.com/apache/pulsar-helm-chart" target="_blank" rel="noopener noreferrer">https://github.com/apache/pulsar-helm-chart</a> and updated to <a href="https://pulsar.apache.org/charts/index.yaml" target="_blank" rel="noopener noreferrer">https://pulsar.apache.org/charts/index.yaml</a>.</li></ol><h3 class="anchor anchorWithStickyNavbar_LWe7" id="release-homebrew-libpulsar-package">Release Homebrew libpulsar package<a href="#release-homebrew-libpulsar-package" class="hash-link" aria-label="Direct link to Release Homebrew libpulsar package" title="Direct link to Release Homebrew libpulsar package">​</a></h3><p>For 2.8, 2.9 and 2.10 releases, you should release the libpulsar package on Homebrew.</p><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>The C++ client is now developing in a <a href="https://github.com/apache/pulsar-client-cpp" target="_blank" rel="noopener noreferrer">separated repo</a>. You should check its own release guide if you&#x27;re releasing version &gt;= 3.0.0.</p></div></div><p>Release a new version of libpulsar for Homebrew, You can follow the example <a href="https://github.com/Homebrew/homebrew-core/pull/53514" target="_blank" rel="noopener noreferrer">here</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="release-python-client">Release Python client<a href="#release-python-client" class="hash-link" aria-label="Direct link to Release Python client" title="Direct link to Release Python client">​</a></h3><p>For 2.8, 2.9 and 2.10 releases, you should release the Python client.</p><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><ol><li>You need to create an account on PyPI: <a href="https://pypi.org/account/register/" target="_blank" rel="noopener noreferrer">https://pypi.org/account/register/</a></li><li>Ask anyone that has been a release manager before to add you as a maintainer for pulsar-docker on PyPI</li><li>Once you have completed the following steps in this section, you can check if the wheels are uploaded successfully in <a href="https://pypi.org/project/pulsar-client/#files" target="_blank" rel="noopener noreferrer">Download files</a>. Remember to switch to the correct version in <a href="https://pypi.org/project/pulsar-client/#history" target="_blank" rel="noopener noreferrer">Release history</a>.</li></ol></div></div><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>Make sure you run following command at the release tag!</p></div></div><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>The Python client is now developing in a <a href="https://github.com/apache/pulsar-client-python" target="_blank" rel="noopener noreferrer">separated repo</a>. You should check its own release guide if you&#x27;re releasing version &gt;= 3.0.0.</p></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="linux">Linux<a href="#linux" class="hash-link" aria-label="Direct link to Linux" title="Direct link to Linux">​</a></h4><p>There is a script that builds and packages the Python client inside Docker images:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">pulsar-client-cpp/docker/build-wheels.sh</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The wheel files will be left under <code>pulsar-client-cpp/python/wheelhouse</code>. Make sure all the files have <code>manylinux</code> in the filenames. Otherwise, those files will not be able to upload to PyPI.</p><p>Run the following command to push the built wheel files:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> pulsar-client-cpp/python/wheelhouse</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">pip </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> twine</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">twine upload pulsar_client-*.whl</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="macos">macOS<a href="#macos" class="hash-link" aria-label="Direct link to macOS" title="Direct link to macOS">​</a></h4><p>There is a script that builds and packages the Python client inside Docker images:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">pulsar-client-cpp/python/build-mac-wheels.sh</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The wheel files will be generated at each platform directory under <code>pulsar-client-cpp/python/pkg/osx/</code>. Then you can run <code>twin upload</code> to upload those wheel files.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="update-the-document">Update the document<a href="#update-the-document" class="hash-link" aria-label="Direct link to Update the document" title="Direct link to Update the document">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="release-notes">Release notes<a href="#release-notes" class="hash-link" aria-label="Direct link to Release notes" title="Direct link to Release notes">​</a></h3><p>This step is for every release. Read the specific guide for <a href="/contribute/release-note-guide/">writing release notes</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="swagger-files">Swagger files<a href="#swagger-files" class="hash-link" aria-label="Direct link to Swagger files" title="Direct link to Swagger files">​</a></h3><p>This step is for every release.</p><p>First, build swagger files from apache/pulsar repo at the released tag:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">mvn -ntp </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> -Pcore-modules,swagger,-main -DskipTests -DskipSourceReleaseAssembly</span><span class="token operator">=</span><span class="token plain">true -Dspotbugs.skip</span><span class="token operator">=</span><span class="token plain">true -Dlicense.skip</span><span class="token operator">=</span><span class="token plain">true</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PULSAR_PATH</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$(</span><span class="token variable builtin class-name" style="color:rgb(189, 147, 249);font-style:italic">pwd</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">)</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Now, run the following script from the main branch of apache/pulsar-site repo:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> tools/pytools</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">poetry </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">poetry run bin/rest-apidoc-generator.py --master-path</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$PULSAR_PATH</span><span class="token plain"> --version</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># commit files</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># move to pulsar-site root</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">..</span><span class="token plain">/</span><span class="token punctuation" style="color:rgb(248, 248, 242)">..</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">add</span><span class="token plain"> -u</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">add</span><span class="token plain"> static/swagger/</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> commit -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;update rest-apidoc for </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Read more on the manual of <a href="https://github.com/apache/pulsar-site/tree/main/tools/pytools/README.md" target="_blank" rel="noopener noreferrer">pytools</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="javadoc">Javadoc<a href="#javadoc" class="hash-link" aria-label="Direct link to Javadoc" title="Direct link to Javadoc">​</a></h3><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>This step is for feature releases only, unless you&#x27;re sure that significant Javadoc fixes are made against the patch release.</p></div></div><p>After publish Java libraries, run the following script from the main branch of apache/pulsar-site repo:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> tools/pytools</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">poetry </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">poetry run bin/java-apidoc-generator.py </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Once the docs are generated, you can add them and submit them in a PR. The expected doc output is:</p><ul><li><code>static/api/admin</code></li><li><code>static/api/client</code></li><li><code>static/api/pulsar-functions</code></li></ul><p>Read more on the manual of <a href="https://github.com/apache/pulsar-site/tree/main/tools/pytools/README.md" target="_blank" rel="noopener noreferrer">pytools</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="reference">Reference<a href="#reference" class="hash-link" aria-label="Direct link to Reference" title="Direct link to Reference">​</a></h3><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>This step is for feature releases only, unless you&#x27;re sure that significant reference fixes are made against the patch release.</p></div></div><p>You can generate references of config and command-line tool by running the following script from the main branch of apache/pulsar-site repo:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># build Pulsar distributions under /path/to/pulsar-2.X.0</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> tools/pytools</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">poetry </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">poetry run bin/reference-doc-generator.py --master-path</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$PULSAR_PATH</span><span class="token plain"> --version</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Once the docs are generated, you can add them and submit them in a PR. The expected doc output is <code>static/reference/2.X.x</code></p><p>Read more on the manual of <a href="https://github.com/apache/pulsar-site/tree/main/tools/pytools/README.md" target="_blank" rel="noopener noreferrer">pytools</a>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="update-docs-redirect">Update <code>/docs</code> redirect<a href="#update-docs-redirect" class="hash-link" aria-label="Direct link to update-docs-redirect" title="Direct link to update-docs-redirect">​</a></h2><p><a href="https://pulsar.apache.org/docs" target="_blank" rel="noopener noreferrer">https://pulsar.apache.org/docs</a> should redirect to the latest feature release documentation.</p><p>If you&#x27;re working on a patch release for an older feature version of Pulsar, you can skip this step.</p><p>Otherwise, you should update the version in this file: <a href="https://github.com/apache/pulsar-site/blob/26671a6ce02ed529eb26072846aedf14e4ab31a5/static/.htaccess#L19" target="_blank" rel="noopener noreferrer">https://github.com/apache/pulsar-site/blob/26671a6ce02ed529eb26072846aedf14e4ab31a5/static/.htaccess#L19</a></p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="update-docs-version-list-dropdown">Update <code>/docs</code> version list dropdown<a href="#update-docs-version-list-dropdown" class="hash-link" aria-label="Direct link to update-docs-version-list-dropdown" title="Direct link to update-docs-version-list-dropdown">​</a></h2><p>The dropdown should have the following items:</p><ul><li>Next</li><li>Active versions <a href="/contribute/release-policy/#supported-versions">still in support</a></li><li>Others</li></ul><p>LTS versions should be labeled this way: <code>&lt;version&gt; LTS</code>.</p><img loading="lazy" alt="docs version dropdown" src="/img/version-dropdown.png" width="320px" class="img_ev3q"><p>If you&#x27;re working on a patch release for an older feature version of Pulsar, you can skip this step.</p><p>Otherwise, you should update the dropdown version list in this file: <a href="https://github.com/apache/pulsar-site/blob/main/src/theme/DocsVersionDropdownNavbarItem.js" target="_blank" rel="noopener noreferrer">https://github.com/apache/pulsar-site/blob/main/src/theme/DocsVersionDropdownNavbarItem.js</a></p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="announce-the-release">Announce the release<a href="#announce-the-release" class="hash-link" aria-label="Direct link to Announce the release" title="Direct link to Announce the release">​</a></h2><p>Once the release artifacts are available in the Apache Mirrors and the website is updated, you need to announce the release. You should email to <a href="mailto:dev@pulsar.apache.org" target="_blank" rel="noopener noreferrer">dev@pulsar.apache.org</a>, <a href="mailto:users@pulsar.apache.org" target="_blank" rel="noopener noreferrer">users@pulsar.apache.org</a>, and <a href="mailto:announce@apache.org." target="_blank" rel="noopener noreferrer">announce@apache.org.</a> Here is a sample content:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">tee</span><span class="token plain"> </span><span class="token operator">&gt;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain">pbcopy</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"> </span><span class="token operator">&lt;&lt;</span><span class="token string" style="color:rgb(255, 121, 198)">EOF</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">To: dev@pulsar.apache.org, users@pulsar.apache.org, announce@apache.org</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Subject: [ANNOUNCE] Apache Pulsar </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token string" style="color:rgb(255, 121, 198)"> released</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">The Apache Pulsar team is proud to announce Apache Pulsar version </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token string" style="color:rgb(255, 121, 198)">.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Pulsar is a highly scalable, low latency messaging platform running on</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">commodity hardware. It provides simple pub-sub semantics over topics,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">guaranteed at-least-once delivery of messages, automatic cursor management for</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">subscribers, and cross-datacenter replication.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">For Pulsar release details and downloads, visit:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">https://pulsar.apache.org/download</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Release Notes are at:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">https://pulsar.apache.org/release-notes/versioned/pulsar-</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token string" style="color:rgb(255, 121, 198)">/</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">We would like to thank the contributors that made the release possible.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Regards,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">The Pulsar Team</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">EOF</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Send the email in plain text mode since the <a href="mailto:announce@apache.org" target="_blank" rel="noopener noreferrer">announce@apache.org</a> mailing list will reject messages with text/html content.</p><p>In Gmail, there&#x27;s an option to set &quot;Plain text mode&quot; in the &quot;⋮&quot; menu.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="write-a-blog-post-optional">Write a blog post (optional)<a href="#write-a-blog-post-optional" class="hash-link" aria-label="Direct link to Write a blog post (optional)" title="Direct link to Write a blog post (optional)">​</a></h2><p>It is encouraged to write a blog post to summarize the features introduced in this release, especially for feature releases.</p><p>You can follow the example <a href="https://github.com/apache/pulsar/pull/2308" target="_blank" rel="noopener noreferrer">here</a>. Be aware that the source of blog is moved to <a href="https://github.com/apache/pulsar-site/tree/main/blog" target="_blank" rel="noopener noreferrer">here</a>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="remove-old-releases">Remove old releases<a href="#remove-old-releases" class="hash-link" aria-label="Direct link to Remove old releases" title="Direct link to Remove old releases">​</a></h2><p>Remove the old releases (if any). You only need the latest release there, and older releases are available through the Apache archive:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># Get the list of releases</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">svn </span><span class="token function" style="color:rgb(80, 250, 123)">ls</span><span class="token plain"> https://dist.apache.org/repos/dist/release/pulsar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Delete each release (except for the last one)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">svn </span><span class="token function" style="color:rgb(80, 250, 123)">rm</span><span class="token plain"> https://dist.apache.org/repos/dist/release/pulsar/pulsar-3.X.X</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="move-to-next-version-in-pomxml">Move to next version in pom.xml<a href="#move-to-next-version-in-pomxml" class="hash-link" aria-label="Direct link to Move to next version in pom.xml" title="Direct link to Move to next version in pom.xml">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="feature-releases-master-branch">Feature releases (master branch)<a href="#feature-releases-master-branch" class="hash-link" aria-label="Direct link to Feature releases (master branch)" title="Direct link to Feature releases (master branch)">​</a></h3><p>You need to move the master version to the next iteration <code>Y</code> (<code>X + 1</code>).</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> checkout master</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">./src/set-project-version.sh </span><span class="token number">3</span><span class="token plain">.Y.0-SNAPSHOT</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> commit -a -s -m &quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain">cleanup</span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain">build</span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token plain"> Bumped version to </span><span class="token number">3</span><span class="token plain">.Y.0-SNAPSHOT&#x27;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Since this needs to be merged into <code>master</code>, you need to follow the regular process and create a Pull Request on GitHub.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="for-maintenance-branches">For maintenance branches<a href="#for-maintenance-branches" class="hash-link" aria-label="Direct link to For maintenance branches" title="Direct link to For maintenance branches">​</a></h3><p>After the release process, you should bump the project version and append it with <code>-SNAPSHOT</code>.</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">./src/set-project-version.sh x.x.x-SNAPSHOT</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">add</span><span class="token plain"> -u</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> commit -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;Bump version to next snapshot version&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row 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target="_blank" class="Action_iBHd" href="https://github.com/apache/pulsar/issues/new?assignees=&amp;labels=doc-required&amp;projects=&amp;template=doc.yml&amp;title=%5BDoc%5D+">💡 Suggest changes</a><a target="_blank" class="Action_iBHd" href="https://github.com/apache/pulsar/discussions/new?category=q-a">🛟 Get support</a></div></div><ul class="table-of-contents table-of-contents__left-border"><li><a href="#preparation" class="table-of-contents__link toc-highlight">Preparation</a></li><li><a href="#env-vars" class="table-of-contents__link toc-highlight">Set environment variables to be used across the commands</a></li><li><a href="#create-a-release-candidate" class="table-of-contents__link toc-highlight">Create a release candidate</a><ul><li><a href="#create-the-release-branch" class="table-of-contents__link toc-highlight">Create the release branch</a></li><li><a href="#cherry-picking-changes-scheduled-for-the-release" class="table-of-contents__link toc-highlight">Cherry-picking changes scheduled for the release</a></li><li><a href="#update-project-version-and-tag" class="table-of-contents__link toc-highlight">Update project version and tag</a></li><li><a href="#build-release-artifacts" class="table-of-contents__link toc-highlight">Build release artifacts</a></li><li><a href="#check-licenses" class="table-of-contents__link toc-highlight">Check licenses</a></li><li><a href="#create-and-publish-the-gpg-key-if-you-havent-already-done-this" class="table-of-contents__link toc-highlight">Create and publish the GPG key if you haven&#39;t already done this</a></li><li><a href="#sign-and-stage-the-artifacts-to-local-svn-directory" class="table-of-contents__link toc-highlight">Sign and stage the artifacts to local SVN directory</a></li><li><a href="#validate-the-release-files" class="table-of-contents__link toc-highlight">Validate the release files</a></li><li><a href="#commit-and-upload-the-staged-files-in-the-local-svn-directory-to-asf-svn-server" class="table-of-contents__link toc-highlight">Commit and upload the staged files in the local SVN directory to ASF SVN server</a></li><li><a href="#stage-maven-modules" class="table-of-contents__link toc-highlight">Stage Maven modules</a></li><li><a href="#stage-docker-images" class="table-of-contents__link toc-highlight">Stage Docker images</a></li><li><a href="#release-pulsar-30-and-later" class="table-of-contents__link toc-highlight">Release Pulsar 3.0 and later</a></li></ul></li><li><a href="#call-for-the-vote-to-release-a-version-based-on-the-release-candidate" class="table-of-contents__link toc-highlight">Call for the vote to release a version based on the release candidate</a></li><li><a href="#summarize-the-voting-for-the-release" class="table-of-contents__link toc-highlight">Summarize the voting for the release</a></li><li><a href="#promote-the-release" class="table-of-contents__link toc-highlight">Promote the release</a><ul><li><a href="#publish-the-final-tag" class="table-of-contents__link toc-highlight">Publish the final tag</a></li><li><a href="#create-release-notes-in-github" class="table-of-contents__link toc-highlight">Create release notes in GitHub</a></li><li><a href="#release-the-artifacts-on-svn" class="table-of-contents__link toc-highlight">Release the artifacts on SVN</a></li><li><a href="#release-maven-modules" class="table-of-contents__link toc-highlight">Release Maven modules</a></li><li><a href="#release-docker-images" class="table-of-contents__link toc-highlight">Release Docker images</a></li><li><a href="#release-helm-chart" class="table-of-contents__link toc-highlight">Release Helm Chart</a></li><li><a href="#release-homebrew-libpulsar-package" class="table-of-contents__link toc-highlight">Release Homebrew libpulsar package</a></li><li><a href="#release-python-client" class="table-of-contents__link toc-highlight">Release Python client</a></li></ul></li><li><a href="#update-the-document" class="table-of-contents__link toc-highlight">Update the document</a><ul><li><a href="#release-notes" class="table-of-contents__link toc-highlight">Release notes</a></li><li><a href="#swagger-files" class="table-of-contents__link toc-highlight">Swagger files</a></li><li><a href="#javadoc" class="table-of-contents__link toc-highlight">Javadoc</a></li><li><a href="#reference" class="table-of-contents__link toc-highlight">Reference</a></li></ul></li><li><a href="#update-docs-redirect" class="table-of-contents__link toc-highlight">Update <code>/docs</code> redirect</a></li><li><a href="#update-docs-version-list-dropdown" class="table-of-contents__link toc-highlight">Update <code>/docs</code> version list dropdown</a></li><li><a href="#announce-the-release" class="table-of-contents__link toc-highlight">Announce the release</a></li><li><a href="#write-a-blog-post-optional" class="table-of-contents__link toc-highlight">Write a blog post (optional)</a></li><li><a href="#remove-old-releases" class="table-of-contents__link toc-highlight">Remove old releases</a></li><li><a href="#move-to-next-version-in-pomxml" class="table-of-contents__link toc-highlight">Move to next version in pom.xml</a><ul><li><a href="#feature-releases-master-branch" class="table-of-contents__link toc-highlight">Feature releases (master branch)</a></li><li><a href="#for-maintenance-branches" class="table-of-contents__link toc-highlight">For maintenance branches</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title"></div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://www.apache.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">Foundation<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 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+Select the repository and click on &quot;Release&quot;. Artifacts will now be made available on Maven central.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="release-docker-images">Release Docker images<a href="#release-docker-images" class="hash-link" aria-label="Direct link to Release Docker images" title="Direct link to Release Docker images">​</a></h3><p>This step is performed by a Apache Pulsar PMC member. Please request help from a PMC member for completing this step.</p><p><code>regctl</code> from <a href="https://github.com/regclient/regclient" target="_blank" rel="noopener noreferrer">regclient</a> is needed for copying multi-arch images. Install with <code>brew install regclient</code> or with <a href="https://github.com/regclient/regclient/blob/main/docs/install.md" target="_blank" rel="noopener noreferrer">other installation options</a> of regclient. The benefit of <code>regctl</code> over using <code>docker pull/tag/push</code> is that it will handle copying both <code>amd64</code> and the <code>arm64</code> image.</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">RELEASE_MANAGER_DOCKER_USER</span><span class="token operator">=</span><span class="token plain">otheruser</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">CANDIDATE_TAG</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">regctl image copy </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">${RELEASE_MANAGER_DOCKER_USER}</span><span class="token plain">/pulsar:</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">${CANDIDATE_TAG}</span><span class="token plain"> apachepulsar/pulsar:</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">regctl image copy </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">${RELEASE_MANAGER_DOCKER_USER}</span><span class="token plain">/pulsar-all:</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">${CANDIDATE_TAG}</span><span class="token plain"> apachepulsar/pulsar-all:</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Go to check the result:</p><ul><li><a href="https://hub.docker.com/r/apachepulsar/pulsar/tags" target="_blank" rel="noopener noreferrer">https://hub.docker.com/r/apachepulsar/pulsar/tags</a></li><li><a href="https://hub.docker.com/r/apachepulsar/pulsar-all/tags" target="_blank" rel="noopener noreferrer">https://hub.docker.com/r/apachepulsar/pulsar-all/tags</a></li></ul><p>Ensure that newer than 3.x images support both amd64 and arm64. Older 2.x images should be amd64 only.</p><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>This step is for the latest release only.</p></div></div><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">regctl image copy apachepulsar/pulsar:$VERSION_WITHOUT_RC apachepulsar/pulsar:latest</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">regctl image copy apachepulsar/pulsar-all:$VERSION_WITHOUT_RC apachepulsar/pulsar-all:latest</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="release-helm-chart">Release Helm Chart<a href="#release-helm-chart" class="hash-link" aria-label="Direct link to Release Helm Chart" title="Direct link to Release Helm Chart">​</a></h3><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>This step is for the latest <em>LTS</em> release only</p></div></div><ol><li>Bump the image version in the Helm Chart: <a href="https://github.com/apache/pulsar-helm-chart/blob/master/charts/pulsar/values.yaml" target="_blank" rel="noopener noreferrer">charts/pulsar/values.yaml</a></li><li>Bump the chart version and <code>appVersion</code> in the Helm Chart to the released version: <a href="https://github.com/apache/pulsar-helm-chart/blob/master/charts/pulsar/Chart.yaml" target="_blank" rel="noopener noreferrer">charts/pulsar/Chart.yaml</a></li><li>Send a pull request for reviews and get it merged.</li><li>Once it is merged, the chart will be automatically released to GitHub releases at <a href="https://github.com/apache/pulsar-helm-chart" target="_blank" rel="noopener noreferrer">https://github.com/apache/pulsar-helm-chart</a> and updated to <a href="https://pulsar.apache.org/charts/index.yaml" target="_blank" rel="noopener noreferrer">https://pulsar.apache.org/charts/index.yaml</a>.</li></ol><h3 class="anchor anchorWithStickyNavbar_LWe7" id="release-homebrew-libpulsar-package">Release Homebrew libpulsar package<a href="#release-homebrew-libpulsar-package" class="hash-link" aria-label="Direct link to Release Homebrew libpulsar package" title="Direct link to Release Homebrew libpulsar package">​</a></h3><p>For 2.8, 2.9 and 2.10 releases, you should release the libpulsar package on Homebrew.</p><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>The C++ client is now developing in a <a href="https://github.com/apache/pulsar-client-cpp" target="_blank" rel="noopener noreferrer">separated repo</a>. You should check its own release guide if you&#x27;re releasing version &gt;= 3.0.0.</p></div></div><p>Release a new version of libpulsar for Homebrew, You can follow the example <a href="https://github.com/Homebrew/homebrew-core/pull/53514" target="_blank" rel="noopener noreferrer">here</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="release-python-client">Release Python client<a href="#release-python-client" class="hash-link" aria-label="Direct link to Release Python client" title="Direct link to Release Python client">​</a></h3><p>For 2.8, 2.9 and 2.10 releases, you should release the Python client.</p><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><ol><li>You need to create an account on PyPI: <a href="https://pypi.org/account/register/" target="_blank" rel="noopener noreferrer">https://pypi.org/account/register/</a></li><li>Ask anyone that has been a release manager before to add you as a maintainer for pulsar-docker on PyPI</li><li>Once you have completed the following steps in this section, you can check if the wheels are uploaded successfully in <a href="https://pypi.org/project/pulsar-client/#files" target="_blank" rel="noopener noreferrer">Download files</a>. Remember to switch to the correct version in <a href="https://pypi.org/project/pulsar-client/#history" target="_blank" rel="noopener noreferrer">Release history</a>.</li></ol></div></div><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>Make sure you run following command at the release tag!</p></div></div><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>The Python client is now developing in a <a href="https://github.com/apache/pulsar-client-python" target="_blank" rel="noopener noreferrer">separated repo</a>. You should check its own release guide if you&#x27;re releasing version &gt;= 3.0.0.</p></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="linux">Linux<a href="#linux" class="hash-link" aria-label="Direct link to Linux" title="Direct link to Linux">​</a></h4><p>There is a script that builds and packages the Python client inside Docker images:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">pulsar-client-cpp/docker/build-wheels.sh</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The wheel files will be left under <code>pulsar-client-cpp/python/wheelhouse</code>. Make sure all the files have <code>manylinux</code> in the filenames. Otherwise, those files will not be able to upload to PyPI.</p><p>Run the following command to push the built wheel files:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> pulsar-client-cpp/python/wheelhouse</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">pip </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> twine</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">twine upload pulsar_client-*.whl</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="macos">macOS<a href="#macos" class="hash-link" aria-label="Direct link to macOS" title="Direct link to macOS">​</a></h4><p>There is a script that builds and packages the Python client inside Docker images:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">pulsar-client-cpp/python/build-mac-wheels.sh</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The wheel files will be generated at each platform directory under <code>pulsar-client-cpp/python/pkg/osx/</code>. Then you can run <code>twin upload</code> to upload those wheel files.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="update-the-document">Update the document<a href="#update-the-document" class="hash-link" aria-label="Direct link to Update the document" title="Direct link to Update the document">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="release-notes">Release notes<a href="#release-notes" class="hash-link" aria-label="Direct link to Release notes" title="Direct link to Release notes">​</a></h3><p>This step is for every release. Read the specific guide for <a href="/contribute/release-note-guide/">writing release notes</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="swagger-files">Swagger files<a href="#swagger-files" class="hash-link" aria-label="Direct link to Swagger files" title="Direct link to Swagger files">​</a></h3><p>This step is for every release.</p><p>First, build swagger files from apache/pulsar repo at the released tag:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">mvn -ntp </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> -Pcore-modules,swagger,-main -DskipTests -DskipSourceReleaseAssembly</span><span class="token operator">=</span><span class="token plain">true -Dspotbugs.skip</span><span class="token operator">=</span><span class="token plain">true -Dlicense.skip</span><span class="token operator">=</span><span class="token plain">true</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PULSAR_PATH</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$(</span><span class="token variable builtin class-name" style="color:rgb(189, 147, 249);font-style:italic">pwd</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">)</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Now, run the following script from the main branch of apache/pulsar-site repo:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> tools/pytools</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">poetry </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">poetry run bin/rest-apidoc-generator.py --master-path</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$PULSAR_PATH</span><span class="token plain"> --version</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># commit files</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># move to pulsar-site root</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">..</span><span class="token plain">/</span><span class="token punctuation" style="color:rgb(248, 248, 242)">..</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">add</span><span class="token plain"> -u</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">add</span><span class="token plain"> static/swagger/</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> commit -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;update rest-apidoc for </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Read more on the manual of <a href="https://github.com/apache/pulsar-site/tree/main/tools/pytools/README.md" target="_blank" rel="noopener noreferrer">pytools</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="javadoc">Javadoc<a href="#javadoc" class="hash-link" aria-label="Direct link to Javadoc" title="Direct link to Javadoc">​</a></h3><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>This step is for feature releases only, unless you&#x27;re sure that significant Javadoc fixes are made against the patch release.</p></div></div><p>After publish Java libraries, run the following script from the main branch of apache/pulsar-site repo:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> tools/pytools</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">poetry </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">poetry run bin/java-apidoc-generator.py </span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Once the docs are generated, you can add them and submit them in a PR. The expected doc output is:</p><ul><li><code>static/api/admin</code></li><li><code>static/api/client</code></li><li><code>static/api/pulsar-functions</code></li></ul><p>Read more on the manual of <a href="https://github.com/apache/pulsar-site/tree/main/tools/pytools/README.md" target="_blank" rel="noopener noreferrer">pytools</a>.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="reference">Reference<a href="#reference" class="hash-link" aria-label="Direct link to Reference" title="Direct link to Reference">​</a></h3><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>This step is for feature releases only, unless you&#x27;re sure that significant reference fixes are made against the patch release.</p></div></div><p>You can generate references of config and command-line tool by running the following script from the main branch of apache/pulsar-site repo:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># build Pulsar distributions under /path/to/pulsar-2.X.0</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> tools/pytools</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">poetry </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">poetry run bin/reference-doc-generator.py --master-path</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$PULSAR_PATH</span><span class="token plain"> --version</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Once the docs are generated, you can add them and submit them in a PR. The expected doc output is <code>static/reference/2.X.x</code></p><p>Read more on the manual of <a href="https://github.com/apache/pulsar-site/tree/main/tools/pytools/README.md" target="_blank" rel="noopener noreferrer">pytools</a>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="update-docs-redirect">Update <code>/docs</code> redirect<a href="#update-docs-redirect" class="hash-link" aria-label="Direct link to update-docs-redirect" title="Direct link to update-docs-redirect">​</a></h2><p><a href="https://pulsar.apache.org/docs" target="_blank" rel="noopener noreferrer">https://pulsar.apache.org/docs</a> should redirect to the latest feature release documentation.</p><p>If you&#x27;re working on a patch release for an older feature version of Pulsar, you can skip this step.</p><p>Otherwise, you should update the version in this file: <a href="https://github.com/apache/pulsar-site/blob/26671a6ce02ed529eb26072846aedf14e4ab31a5/static/.htaccess#L19" target="_blank" rel="noopener noreferrer">https://github.com/apache/pulsar-site/blob/26671a6ce02ed529eb26072846aedf14e4ab31a5/static/.htaccess#L19</a></p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="update-docs-version-list-dropdown">Update <code>/docs</code> version list dropdown<a href="#update-docs-version-list-dropdown" class="hash-link" aria-label="Direct link to update-docs-version-list-dropdown" title="Direct link to update-docs-version-list-dropdown">​</a></h2><p>The dropdown should have the following items:</p><ul><li>Next</li><li>Active versions <a href="/contribute/release-policy/#supported-versions">still in support</a></li><li>Others</li></ul><p>LTS versions should be labeled this way: <code>&lt;version&gt; LTS</code>.</p><img loading="lazy" alt="docs version dropdown" src="/img/version-dropdown.png" width="320px" class="img_ev3q"><p>If you&#x27;re working on a patch release for an older feature version of Pulsar, you can skip this step.</p><p>Otherwise, you should update the dropdown version list in this file: <a href="https://github.com/apache/pulsar-site/blob/main/src/theme/DocsVersionDropdownNavbarItem.js" target="_blank" rel="noopener noreferrer">https://github.com/apache/pulsar-site/blob/main/src/theme/DocsVersionDropdownNavbarItem.js</a></p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="announce-the-release">Announce the release<a href="#announce-the-release" class="hash-link" aria-label="Direct link to Announce the release" title="Direct link to Announce the release">​</a></h2><p>Once the release artifacts are available in the Apache Mirrors and the website is updated, you need to announce the release. You should email to <a href="mailto:dev@pulsar.apache.org" target="_blank" rel="noopener noreferrer">dev@pulsar.apache.org</a>, <a href="mailto:users@pulsar.apache.org" target="_blank" rel="noopener noreferrer">users@pulsar.apache.org</a>, and <a href="mailto:announce@apache.org." target="_blank" rel="noopener noreferrer">announce@apache.org.</a> Here is a sample content:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">tee</span><span class="token plain"> </span><span class="token operator">&gt;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token plain">pbcopy</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"> </span><span class="token operator">&lt;&lt;</span><span class="token string" style="color:rgb(255, 121, 198)">EOF</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">To: dev@pulsar.apache.org, users@pulsar.apache.org, announce@apache.org</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Subject: [ANNOUNCE] Apache Pulsar </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token string" style="color:rgb(255, 121, 198)"> released</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">The Apache Pulsar team is proud to announce Apache Pulsar version </span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token string" style="color:rgb(255, 121, 198)">.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Pulsar is a highly scalable, low latency messaging platform running on</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">commodity hardware. It provides simple pub-sub semantics over topics,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">guaranteed at-least-once delivery of messages, automatic cursor management for</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">subscribers, and cross-datacenter replication.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">For Pulsar release details and downloads, visit:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">https://pulsar.apache.org/download</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Release Notes are at:</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">https://pulsar.apache.org/release-notes/versioned/pulsar-</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$VERSION_WITHOUT_RC</span><span class="token string" style="color:rgb(255, 121, 198)">/</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">We would like to thank the contributors that made the release possible.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">Regards,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="display:inline-block;color:rgb(255, 121, 198)"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">The Pulsar Team</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token string" style="color:rgb(255, 121, 198)">EOF</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Send the email in plain text mode since the <a href="mailto:announce@apache.org" target="_blank" rel="noopener noreferrer">announce@apache.org</a> mailing list will reject messages with text/html content.</p><p>In Gmail, there&#x27;s an option to set &quot;Plain text mode&quot; in the &quot;⋮&quot; menu.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="write-a-blog-post-optional">Write a blog post (optional)<a href="#write-a-blog-post-optional" class="hash-link" aria-label="Direct link to Write a blog post (optional)" title="Direct link to Write a blog post (optional)">​</a></h2><p>It is encouraged to write a blog post to summarize the features introduced in this release, especially for feature releases.</p><p>You can follow the example <a href="https://github.com/apache/pulsar/pull/2308" target="_blank" rel="noopener noreferrer">here</a>. Be aware that the source of blog is moved to <a href="https://github.com/apache/pulsar-site/tree/main/blog" target="_blank" rel="noopener noreferrer">here</a>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="remove-old-releases">Remove old releases<a href="#remove-old-releases" class="hash-link" aria-label="Direct link to Remove old releases" title="Direct link to Remove old releases">​</a></h2><p>Remove the old releases (if any). You only need the latest release there, and older releases are available through the Apache archive:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># Get the list of releases</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">svn </span><span class="token function" style="color:rgb(80, 250, 123)">ls</span><span class="token plain"> https://dist.apache.org/repos/dist/release/pulsar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Delete each release (except for the last one)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">svn </span><span class="token function" style="color:rgb(80, 250, 123)">rm</span><span class="token plain"> https://dist.apache.org/repos/dist/release/pulsar/pulsar-3.X.X</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="move-to-next-version-in-pomxml">Move to next version in pom.xml<a href="#move-to-next-version-in-pomxml" class="hash-link" aria-label="Direct link to Move to next version in pom.xml" title="Direct link to Move to next version in pom.xml">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="feature-releases-master-branch">Feature releases (master branch)<a href="#feature-releases-master-branch" class="hash-link" aria-label="Direct link to Feature releases (master branch)" title="Direct link to Feature releases (master branch)">​</a></h3><p>You need to move the master version to the next iteration <code>Y</code> (<code>X + 1</code>).</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> checkout master</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">./src/set-project-version.sh </span><span class="token number">3</span><span class="token plain">.Y.0-SNAPSHOT</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> commit -a -s -m &quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain">cleanup</span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain">build</span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token plain"> Bumped version to </span><span class="token number">3</span><span class="token plain">.Y.0-SNAPSHOT&#x27;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Since this needs to be merged into <code>master</code>, you need to follow the regular process and create a Pull Request on GitHub.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="for-maintenance-branches">For maintenance branches<a href="#for-maintenance-branches" class="hash-link" aria-label="Direct link to For maintenance branches" title="Direct link to For maintenance branches">​</a></h3><p>After the release process, you should bump the project version and append it with <code>-SNAPSHOT</code>.</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">./src/set-project-version.sh x.x.x-SNAPSHOT</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">add</span><span class="token plain"> -u</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> commit -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;Bump version to next snapshot version&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row 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scheduled for the release</a></li><li><a href="#update-project-version-and-tag" class="table-of-contents__link toc-highlight">Update project version and tag</a></li><li><a href="#build-release-artifacts" class="table-of-contents__link toc-highlight">Build release artifacts</a></li><li><a href="#check-licenses" class="table-of-contents__link toc-highlight">Check licenses</a></li><li><a href="#create-and-publish-the-gpg-key-if-you-havent-already-done-this" class="table-of-contents__link toc-highlight">Create and publish the GPG key if you haven&#39;t already done this</a></li><li><a href="#sign-and-stage-the-artifacts-to-local-svn-directory" class="table-of-contents__link toc-highlight">Sign and stage the artifacts to local SVN directory</a></li><li><a href="#validate-the-release-files" class="table-of-contents__link toc-highlight">Validate the release files</a></li><li><a href="#commit-and-upload-the-staged-files-in-the-local-svn-directory-to-asf-svn-server" class="table-of-contents__link toc-highlight">Commit and upload the staged files in the local SVN directory to ASF SVN server</a></li><li><a href="#stage-maven-modules" class="table-of-contents__link toc-highlight">Stage Maven modules</a></li><li><a href="#stage-docker-images" class="table-of-contents__link toc-highlight">Stage Docker images</a></li><li><a href="#release-pulsar-30-and-later" class="table-of-contents__link toc-highlight">Release Pulsar 3.0 and later</a></li></ul></li><li><a href="#call-for-the-vote-to-release-a-version-based-on-the-release-candidate" class="table-of-contents__link toc-highlight">Call for the vote to release a version based on the release candidate</a></li><li><a href="#summarize-the-voting-for-the-release" class="table-of-contents__link toc-highlight">Summarize the voting for the release</a></li><li><a href="#promote-the-release" class="table-of-contents__link toc-highlight">Promote the release</a><ul><li><a href="#publish-the-final-tag" class="table-of-contents__link toc-highlight">Publish the final tag</a></li><li><a href="#create-release-notes-in-github" class="table-of-contents__link toc-highlight">Create release notes in GitHub</a></li><li><a href="#release-the-artifacts-on-svn" class="table-of-contents__link toc-highlight">Release the artifacts on SVN</a></li><li><a href="#release-maven-modules" class="table-of-contents__link toc-highlight">Release Maven modules</a></li><li><a href="#release-docker-images" class="table-of-contents__link toc-highlight">Release Docker images</a></li><li><a href="#release-helm-chart" class="table-of-contents__link toc-highlight">Release Helm Chart</a></li><li><a href="#release-homebrew-libpulsar-package" class="table-of-contents__link toc-highlight">Release Homebrew libpulsar package</a></li><li><a href="#release-python-client" class="table-of-contents__link toc-highlight">Release Python client</a></li></ul></li><li><a href="#update-the-document" class="table-of-contents__link toc-highlight">Update the document</a><ul><li><a href="#release-notes" class="table-of-contents__link toc-highlight">Release notes</a></li><li><a href="#swagger-files" class="table-of-contents__link toc-highlight">Swagger files</a></li><li><a href="#javadoc" class="table-of-contents__link toc-highlight">Javadoc</a></li><li><a href="#reference" class="table-of-contents__link toc-highlight">Reference</a></li></ul></li><li><a href="#update-docs-redirect" class="table-of-contents__link toc-highlight">Update <code>/docs</code> redirect</a></li><li><a href="#update-docs-version-list-dropdown" class="table-of-contents__link toc-highlight">Update <code>/docs</code> version list dropdown</a></li><li><a href="#announce-the-release" class="table-of-contents__link toc-highlight">Announce the release</a></li><li><a href="#write-a-blog-post-optional" class="table-of-contents__link toc-highlight">Write a blog post (optional)</a></li><li><a href="#remove-old-releases" class="table-of-contents__link toc-highlight">Remove old releases</a></li><li><a href="#move-to-next-version-in-pomxml" class="table-of-contents__link toc-highlight">Move to next version in pom.xml</a><ul><li><a href="#feature-releases-master-branch" class="table-of-contents__link toc-highlight">Feature releases (master branch)</a></li><li><a href="#for-maintenance-branches" class="table-of-contents__link toc-highlight">For maintenance branches</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title"></div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://www.apache.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">Foundation<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 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itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Setup and building</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Setup and building</h1></header><h2 class="anchor anchorWithStickyNavbar_LWe7" id="prerequisites">Prerequisites<a href="#prerequisites" class="hash-link" aria-label="Direct link to Prerequisites" title="Direct link to Prerequisites">​</a></h2><table><thead><tr><th>Dependency</th><th>Description</th></tr></thead><tbody><tr><td>Git</td><td>The source code of Pulsar is hosted on GitHub as a git repository. To work with the git repository, please <a href="https://git-scm.com/downloads" target="_blank" rel="noopener noreferrer">install git</a>. We highly recommend that you also <a href="/contribute/setup-mergetool/">set up a Git mergetool</a> for resolving merge conflicts.</td></tr><tr><td>JDK</td><td>The source code of Pulsar is primarily written in Java. Therefore, you need a working Java Development Kit (JDK) to build it. Pulsar requires <a href="https://adoptium.net/temurin/releases/?version=17" target="_blank" rel="noopener noreferrer">JDK 17</a> to build.</td></tr><tr><td>Maven</td><td>The source code of Pulsar is managed by <a href="https://maven.apache.org/" target="_blank" rel="noopener noreferrer">Apache Maven</a> The required Maven version is 3.6.1+.</td></tr><tr><td>Zip</td><td>The build process requires Zip as a utility tool.</td></tr></tbody></table><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>On Windows, replace <code>./mvnw</code> with <code>mvnw.cmd</code> in the commands below.</p></div></div><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Pulsar does not support running server on Windows yet, you have to use Docker to run Pulsar.
-Please consider checking <a href="https://pulsar.apache.org/docs/3.1.x/getting-started-docker/" target="_blank" rel="noopener noreferrer">Run Pulsar In Docker</a></p></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="clone">Clone<a href="#clone" class="hash-link" aria-label="Direct link to Clone" title="Direct link to Clone">​</a></h2><p>Clone the source code to your development machine:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> clone https://github.com/apache/pulsar</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The following commands are assumed to be executed from the project root directory:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> pulsar</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="build">Build<a href="#build" class="hash-link" aria-label="Direct link to Build" title="Direct link to Build">​</a></h2><p>Compile and install to local Maven repository:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">./mvnw clean </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> -DskipTests</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="run">Run<a href="#run" class="hash-link" aria-label="Direct link to Run" title="Direct link to Run">​</a></h2><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar standalone</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="connect">Connect<a href="#connect" class="hash-link" aria-label="Direct link to Connect" title="Direct link to Connect">​</a></h2><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-shell</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 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+Please consider checking <a href="https://pulsar.apache.org/docs/3.1.x/getting-started-docker/" target="_blank" rel="noopener noreferrer">Run Pulsar In Docker</a></p></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="clone">Clone<a href="#clone" class="hash-link" aria-label="Direct link to Clone" title="Direct link to Clone">​</a></h2><p>Clone the source code to your development machine:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> clone https://github.com/apache/pulsar</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The following commands are assumed to be executed from the project root directory:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> pulsar</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="build">Build<a href="#build" class="hash-link" aria-label="Direct link to Build" title="Direct link to Build">​</a></h2><p>Compile and install to local Maven repository:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">./mvnw clean </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> -DskipTests</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="run">Run<a href="#run" class="hash-link" aria-label="Direct link to Run" title="Direct link to Run">​</a></h2><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar standalone</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="connect">Connect<a href="#connect" class="hash-link" aria-label="Direct link to Connect" title="Direct link to Connect">​</a></h2><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-shell</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/setup-building.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div><div class="col lastUpdated_vwxv"><span class="theme-last-updated">Last updated<!-- --> on <b><time datetime="2024-05-06T23:51:02.000Z">May 6, 2024</time></b> by <b>Dragos Misca</b></span></div></div></footer></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages 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                 <div class="social-icons">
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                     <img alt="Slack logo" src="/img/slack-white.svg" width="26">
@@ -66,7 +66,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
         <p>Copyright © 2024 The Apache Software Foundation. All Rights Reserved. Apache, Pulsar, Apache Pulsar, and the Apache feather logo are trademarks or registered trademarks of The Apache Software Foundation.</p>
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diff --git a/content/contribute/setup-debugging/index.html b/content/contribute/setup-debugging/index.html
index 24b389e..135d600 100644
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@@ -17,8 +17,8 @@
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itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Debugging</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Debugging Pulsar source code in IDE</h1></header><p>Debugging the Pulsar with its source code can be essential for identifying and resolving issues during development. This page provides step-by-step instructions on debugging Pulsar in standalone mode and debugging the source version of Apache Pulsar.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="debugging-pulsar-in-standalone-mode">Debugging Pulsar in Standalone Mode<a href="#debugging-pulsar-in-standalone-mode" class="hash-link" aria-label="Direct link to Debugging Pulsar in Standalone Mode" title="Direct link to Debugging Pulsar in Standalone Mode">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="download-and-extract-pulsar-binary-distribution">Download and Extract Pulsar Binary Distribution<a href="#download-and-extract-pulsar-binary-distribution" class="hash-link" aria-label="Direct link to Download and Extract Pulsar Binary Distribution" title="Direct link to Download and Extract Pulsar Binary Distribution">​</a></h3><p>Download the binary distribution of the desired Pulsar release and extract it to a directory of your choice.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="run-pulsar-in-standalone-mode-with-debugger-options">Run Pulsar in Standalone Mode with Debugger Options<a href="#run-pulsar-in-standalone-mode-with-debugger-options" class="hash-link" aria-label="Direct link to Run Pulsar in Standalone Mode with Debugger Options" title="Direct link to Run Pulsar in Standalone Mode with Debugger Options">​</a></h3><p>Navigate to the Pulsar directory and run the following command:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">OPTS</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005&quot;</span><span class="token plain"> ./bin/pulsar standalone -nss -nfw</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p><code>suspend=n</code> allows the process to start without waiting for the debugger to connect immediately. You can change <code>suspend=n</code> to <code>suspend=y</code> if you want the process to wait for the debugger to connect.</p></div></div><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>In your IDE, follow the instructions at <a href="/contribute/setup-ide/">Setting up an IDE</a> to configure your IDE for Pulsar development.</p></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="configure-intellij-idea-for-remote-debugging">Configure IntelliJ IDEA for Remote Debugging<a href="#configure-intellij-idea-for-remote-debugging" class="hash-link" aria-label="Direct link to Configure IntelliJ IDEA for Remote Debugging" title="Direct link to Configure IntelliJ IDEA for Remote Debugging">​</a></h2><p>First, Open Your Pulsar Project in IntelliJ IDEA:</p><ol><li>Open IntelliJ IDEA.</li><li>Go to <code>File &gt; Open</code> and navigate to your Pulsar project.</li></ol><p>Then, create a Remote Debugger Configuration:</p><ol><li>Open the <code>Run/Debug Configurations</code> dialog by clicking on the dropdown near the top-right corner (next to the <code>Run/Debug</code> button) and selecting <code>Edit Configurations</code>.</li><li>Click the <code>+</code> button to add a new configuration and choose <code>Remote</code> from the list.</li><li>Provide a name for your configuration (e.g., &quot;Pulsar Remote Debugger&quot;). </li><li>Set <code>Debugger mode</code> to <code>Attach to remote JVM</code>.</li><li>Set <code>Host</code> to localhost or the IP address of the machine running Pulsar.</li><li>Set <code>Port</code> to the same port number used in your Pulsar startup command (e.g., 5005).</li><li>Click <code>Ok</code> to save the configuration.</li></ol><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>To reset the persistent state, you can remove data under the <code>data</code> folder before starting, with: <code>rm -rf data</code>.</p></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="debugging-the-source-version-of-pulsar">Debugging the source version of Pulsar<a href="#debugging-the-source-version-of-pulsar" class="hash-link" aria-label="Direct link to Debugging the source version of Pulsar" title="Direct link to Debugging the source version of Pulsar">​</a></h2><p>Clone and compile Pulsar from source code and run Pulsar in standalone mode with debugger options:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> clone https://github.com/apache/pulsar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> pulsar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">mvn -Pcore-modules,-main -T 1C </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> -DskipTests -Dspotbugs.skip</span><span class="token operator">=</span><span class="token plain">true</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">OPTS</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005&quot;</span><span class="token plain"> ./bin/pulsar standalone -nss -nfw</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="debugging-pulsar-shell-and-pulsar-client">Debugging pulsar-shell and pulsar-client<a href="#debugging-pulsar-shell-and-pulsar-client" class="hash-link" aria-label="Direct link to Debugging pulsar-shell and pulsar-client" title="Direct link to Debugging pulsar-shell and pulsar-client">​</a></h2><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># For Pulsar-Shell</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">OPTS</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005&quot;</span><span class="token plain"> ./bin/pulsar-shell</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># For Pulsar-Client</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Consumer</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">OPTS</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005&quot;</span><span class="token plain"> ./bin/pulsar-client consume -s sub apache/pulsar/test-topic -n </span><span class="token number">0</span><span class="token plain">  </span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Producer</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">OPTS</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005&quot;</span><span class="token plain"> ./bin/pulsar-client produce apache/pulsar/test-topic  -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;---------hello apache pulsar-------&quot;</span><span class="token plain"> -n </span><span class="token number">10</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Ensure that the debugger is configured in your IDE to connect to the specified port.</p><p>By following these steps, you can effectively debug both the standalone mode and the source version of Apache Pulsar, including pulsar-shell and pulsar-client processes.</p></div><footer 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itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Debugging</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Debugging Pulsar source code in IDE</h1></header><p>Debugging the Pulsar with its source code can be essential for identifying and resolving issues during development. This page provides step-by-step instructions on debugging Pulsar in standalone mode and debugging the source version of Apache Pulsar.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="debugging-pulsar-in-standalone-mode">Debugging Pulsar in Standalone Mode<a href="#debugging-pulsar-in-standalone-mode" class="hash-link" aria-label="Direct link to Debugging Pulsar in Standalone Mode" title="Direct link to Debugging Pulsar in Standalone Mode">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="download-and-extract-pulsar-binary-distribution">Download and Extract Pulsar Binary Distribution<a href="#download-and-extract-pulsar-binary-distribution" class="hash-link" aria-label="Direct link to Download and Extract Pulsar Binary Distribution" title="Direct link to Download and Extract Pulsar Binary Distribution">​</a></h3><p>Download the binary distribution of the desired Pulsar release and extract it to a directory of your choice.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="run-pulsar-in-standalone-mode-with-debugger-options">Run Pulsar in Standalone Mode with Debugger Options<a href="#run-pulsar-in-standalone-mode-with-debugger-options" class="hash-link" aria-label="Direct link to Run Pulsar in Standalone Mode with Debugger Options" title="Direct link to Run Pulsar in Standalone Mode with Debugger Options">​</a></h3><p>Navigate to the Pulsar directory and run the following command:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">OPTS</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005&quot;</span><span class="token plain"> ./bin/pulsar standalone -nss -nfw</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p><code>suspend=n</code> allows the process to start without waiting for the debugger to connect immediately. You can change <code>suspend=n</code> to <code>suspend=y</code> if you want the process to wait for the debugger to connect.</p></div></div><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>In your IDE, follow the instructions at <a href="/contribute/setup-ide/">Setting up an IDE</a> to configure your IDE for Pulsar development.</p></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="configure-intellij-idea-for-remote-debugging">Configure IntelliJ IDEA for Remote Debugging<a href="#configure-intellij-idea-for-remote-debugging" class="hash-link" aria-label="Direct link to Configure IntelliJ IDEA for Remote Debugging" title="Direct link to Configure IntelliJ IDEA for Remote Debugging">​</a></h2><p>First, Open Your Pulsar Project in IntelliJ IDEA:</p><ol><li>Open IntelliJ IDEA.</li><li>Go to <code>File &gt; Open</code> and navigate to your Pulsar project.</li></ol><p>Then, create a Remote Debugger Configuration:</p><ol><li>Open the <code>Run/Debug Configurations</code> dialog by clicking on the dropdown near the top-right corner (next to the <code>Run/Debug</code> button) and selecting <code>Edit Configurations</code>.</li><li>Click the <code>+</code> button to add a new configuration and choose <code>Remote</code> from the list.</li><li>Provide a name for your configuration (e.g., &quot;Pulsar Remote Debugger&quot;). </li><li>Set <code>Debugger mode</code> to <code>Attach to remote JVM</code>.</li><li>Set <code>Host</code> to localhost or the IP address of the machine running Pulsar.</li><li>Set <code>Port</code> to the same port number used in your Pulsar startup command (e.g., 5005).</li><li>Click <code>Ok</code> to save the configuration.</li></ol><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>To reset the persistent state, you can remove data under the <code>data</code> folder before starting, with: <code>rm -rf data</code>.</p></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="debugging-the-source-version-of-pulsar">Debugging the source version of Pulsar<a href="#debugging-the-source-version-of-pulsar" class="hash-link" aria-label="Direct link to Debugging the source version of Pulsar" title="Direct link to Debugging the source version of Pulsar">​</a></h2><p>Clone and compile Pulsar from source code and run Pulsar in standalone mode with debugger options:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> clone https://github.com/apache/pulsar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> pulsar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">mvn -Pcore-modules,-main -T 1C </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> -DskipTests -Dspotbugs.skip</span><span class="token operator">=</span><span class="token plain">true</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">OPTS</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005&quot;</span><span class="token plain"> ./bin/pulsar standalone -nss -nfw</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="debugging-pulsar-shell-and-pulsar-client">Debugging pulsar-shell and pulsar-client<a href="#debugging-pulsar-shell-and-pulsar-client" class="hash-link" aria-label="Direct link to Debugging pulsar-shell and pulsar-client" title="Direct link to Debugging pulsar-shell and pulsar-client">​</a></h2><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># For Pulsar-Shell</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">OPTS</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005&quot;</span><span class="token plain"> ./bin/pulsar-shell</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># For Pulsar-Client</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Consumer</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">OPTS</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005&quot;</span><span class="token plain"> ./bin/pulsar-client consume -s sub apache/pulsar/test-topic -n </span><span class="token number">0</span><span class="token plain">  </span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Producer</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">OPTS</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;-agentlib:jdwp=transport=dt_socket,server=y,suspend=n,address=*:5005&quot;</span><span class="token plain"> ./bin/pulsar-client produce apache/pulsar/test-topic  -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;---------hello apache pulsar-------&quot;</span><span class="token plain"> -n </span><span class="token number">10</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Ensure that the debugger is configured in your IDE to connect to the specified port.</p><p>By following these steps, you can effectively debug both the standalone mode and the source version of Apache Pulsar, including pulsar-shell and pulsar-client processes.</p></div><footer 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itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Setting up an IDE</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Setting up an IDE</h1></header><p>Apache Pulsar is using <a href="https://projectlombok.org/" target="_blank" rel="noopener noreferrer">lombok</a>, so you have to ensure your IDE setup with required plugins.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="intellij-idea">IntelliJ IDEA<a href="#intellij-idea" class="hash-link" aria-label="Direct link to IntelliJ IDEA" title="Direct link to IntelliJ IDEA">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configure-project-jdk-to-jdk-17">Configure Project JDK to JDK 17<a href="#configure-project-jdk-to-jdk-17" class="hash-link" aria-label="Direct link to Configure Project JDK to JDK 17" title="Direct link to Configure Project JDK to JDK 17">​</a></h3><ol><li>Open <strong>Project Settings</strong>. Click <strong>File</strong> → <strong>Project Structure</strong> → <strong>Project Settings</strong> → <strong>Project</strong>.</li><li>Select the JDK version. From the JDK version drop-down list, select <strong>Download JDK...</strong> or choose an existing recent Java 17 JDK version.</li><li>In the download dialog, select version <strong>17</strong> and vendor <strong>Eclipse Temurin (AdoptOpenJDK HotSpot)</strong>.</li></ol><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configure-java-version-for-maven">Configure Java version for Maven<a href="#configure-java-version-for-maven" class="hash-link" aria-label="Direct link to Configure Java version for Maven" title="Direct link to Configure Java version for Maven">​</a></h3><ol><li>Open Maven Importing Settings. Click <strong>Settings</strong> → <strong>Build, Execution, Deployment</strong> → <strong>Build Tools</strong> → <strong>Maven</strong> → <strong>Importing</strong>.</li><li>For <strong>JDK for Importer</strong> setting, select <strong>Use Project JDK</strong>. This uses the Java 17 JDK for running Maven when importing the project.</li><li>Ensure that the JRE setting in <strong>Maven</strong> → <strong>Runner</strong> dialog is set to <strong>Use Project JDK</strong>.</li></ol><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>Some configuration in the Maven build is conditional based on the JDK version. Incorrect configuration gets chosen when the &quot;JDK for Importer&quot; isn&#x27;t the same as the &quot;Project JDK&quot;.</p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configure-annotation-processing">Configure annotation processing<a href="#configure-annotation-processing" class="hash-link" aria-label="Direct link to Configure annotation processing" title="Direct link to Configure annotation processing">​</a></h3><ol><li>Open Annotation Processors Settings. Click <strong>Settings</strong> → <strong>Build, Execution, Deployment</strong> → <strong>Compiler</strong> → <strong>Annotation Processors</strong>.</li><li>Select the following buttons:<ol><li><strong>Enable annotation processing</strong></li><li><strong>Obtain processors from project classpath</strong></li><li>Store generated sources relative to: <strong>Module output directory</strong></li></ol></li><li>Set the generated source directories to be equal to the Maven directories:<ol><li>Set &quot;Production sources directory:&quot; to &quot;generated-sources&quot;.</li><li>Set &quot;Test sources directory:&quot; to &quot;generated-test-sources&quot;.</li></ol></li><li>Click <strong>OK</strong>.</li><li>Install the lombok plugin in intelliJ.</li></ol><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configure-code-style">Configure code style<a href="#configure-code-style" class="hash-link" aria-label="Direct link to Configure code style" title="Direct link to Configure code style">​</a></h3><ol><li>Open Code Style Settings dialog box by going to <strong>Settings</strong> → <strong>Editor</strong> → <strong>Code Style</strong>.</li><li>Click on the ⚙️ symbol → <strong>Import scheme</strong> → <strong>IntelliJ IDEA code style XML</strong></li><li>Pick the file <code>${pulsar_dir}/src/idea-code-style.xml</code></li><li>On the dialog box that opens, click <strong>OK</strong>.</li><li>Ensure the scheme you just created is selected in <strong>Scheme</strong> dropdown then click <strong>OK</strong>.</li></ol><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configure-checkstyle">Configure Checkstyle<a href="#configure-checkstyle" class="hash-link" aria-label="Direct link to Configure Checkstyle" title="Direct link to Configure Checkstyle">​</a></h3><ol><li>Install the Checkstyle-IDEA plugin.</li><li>Open Checkstyle Settings. Click <strong>Settings</strong> → <strong>Tools</strong> → <strong>Checkstyle</strong>.</li><li>Set <strong>Checkstyle version</strong> to <strong>8.37</strong>.</li><li>Set <strong>Scan scope</strong> to <strong>Only Java sources (including tests)</strong>.</li><li>Click <strong>+</strong> button in the <strong>Configuration</strong> section to open a dialog to choose the checkstyle config file.<ol><li>Enter a <strong>Description</strong>. For example, Pulsar.</li><li>Select <strong>Use a local checkstyle file</strong>.</li><li>Set <strong>File</strong> to <strong>buildtools/src/main/resources/pulsar/checkstyle.xml</strong>.</li><li>Select <strong>Store relative to project location</strong>.</li><li>Click <strong>Next</strong> → <strong>Next</strong> → <strong>Finish</strong>.</li></ol></li><li>Activate the configuration you just added by toggling the corresponding box.</li><li>Click <strong>OK</strong>.</li></ol><h3 class="anchor anchorWithStickyNavbar_LWe7" id="further-configuration">Further configuration<a href="#further-configuration" class="hash-link" aria-label="Direct link to Further configuration" title="Direct link to Further configuration">​</a></h3><ul><li>When working on the Pulsar core modules in IntelliJ, reduce the number of active projects in IntelliJ to speed up IDE actions and reduce unrelated IDE warnings.<ul><li>In IntelliJ&#x27;s Maven UI&#x27;s tree view under &quot;Profiles&quot;<ul><li>Activate &quot;core-modules&quot; Maven profile</li><li>De-activate &quot;main&quot; Maven profile</li><li>Run the &quot;Reload All Maven Projects&quot; action from the Maven UI toolbar. You can also find the action by the name in the IntelliJ &quot;Search Everywhere&quot; window that gets activated by pressing the <strong>Shift</strong> key twice.</li></ul></li></ul></li><li>Run the &quot;Generate Sources and Update Folders For All Projects&quot; action from the Maven UI toolbar. You can also find the action by the name in the IntelliJ &quot;Search Everywhere&quot; window that gets activated by pressing the <strong>Shift</strong> key twice. Running the action takes about 10 minutes for all projects. This is faster when the &quot;core-modules&quot; profile is the only active profile.</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="troubleshooting">Troubleshooting<a href="#troubleshooting" class="hash-link" aria-label="Direct link to Troubleshooting" title="Direct link to Troubleshooting">​</a></h3><ul><li>In the case of compilation errors with missing Protobuf classes, ensure to run the &quot;Generate Sources and Update Folders For All Projects&quot; action.</li><li>When all the Pulsar source code doesn&#x27;t compile properly in IntelliJ and there are compilation errors:<ul><li>Use the &quot;core-modules&quot; profile if working on the Pulsar core modules since the source code for those modules can be compiled in IntelliJ.</li><li>Sometimes it might help to mark a specific project ignored in IntelliJ Maven UI by right-clicking the project name and select <strong>Ignore Projects</strong> from the menu.</li><li>Currently, it is not always possible to run unit tests directly from the IDE because of the compilation issues. As a workaround, individual test classes can be run by using the <code>mvn test -Dtest=TestClassName</code> command.</li></ul></li><li>The above steps have all been performed, but a test still won&#x27;t run.<ul><li>In this case, try the following steps:<ol><li>Close IntelliJ.</li><li>Run <code>mvn clean install -DskipTests</code> on the command line.</li><li>Reopen IntelliJ.</li></ol></li><li>If that still doesn&#x27;t work:<ol><li>Verify Maven is using a supported version. Currently, the supported version of Maven is specified in the <code>&lt;requireMavenVersion&gt;</code> section of the root <code>pom.xml</code> file.</li><li>Try &quot;restart and clear caches&quot; in IntelliJ and repeat the above steps to reload projects and generate sources.</li></ol></li></ul></li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="eclipse">Eclipse<a href="#eclipse" class="hash-link" aria-label="Direct link to Eclipse" title="Direct link to Eclipse">​</a></h2><p>Follow <a href="https://howtodoinjava.com/automation/lombok-eclipse-installation-examples/" target="_blank" rel="noopener noreferrer">these instructions</a> to configure your Eclipse setup.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/setup-ide.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" 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itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Setting up an IDE</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Setting up an IDE</h1></header><p>Apache Pulsar is using <a href="https://projectlombok.org/" target="_blank" rel="noopener noreferrer">lombok</a>, so you have to ensure your IDE setup with required plugins.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="intellij-idea">IntelliJ IDEA<a href="#intellij-idea" class="hash-link" aria-label="Direct link to IntelliJ IDEA" title="Direct link to IntelliJ IDEA">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configure-project-jdk-to-jdk-17">Configure Project JDK to JDK 17<a href="#configure-project-jdk-to-jdk-17" class="hash-link" aria-label="Direct link to Configure Project JDK to JDK 17" title="Direct link to Configure Project JDK to JDK 17">​</a></h3><ol><li>Open <strong>Project Settings</strong>. Click <strong>File</strong> → <strong>Project Structure</strong> → <strong>Project Settings</strong> → <strong>Project</strong>.</li><li>Select the JDK version. From the JDK version drop-down list, select <strong>Download JDK...</strong> or choose an existing recent Java 17 JDK version.</li><li>In the download dialog, select version <strong>17</strong> and vendor <strong>Eclipse Temurin (AdoptOpenJDK HotSpot)</strong>.</li></ol><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configure-java-version-for-maven">Configure Java version for Maven<a href="#configure-java-version-for-maven" class="hash-link" aria-label="Direct link to Configure Java version for Maven" title="Direct link to Configure Java version for Maven">​</a></h3><ol><li>Open Maven Importing Settings. Click <strong>Settings</strong> → <strong>Build, Execution, Deployment</strong> → <strong>Build Tools</strong> → <strong>Maven</strong> → <strong>Importing</strong>.</li><li>For <strong>JDK for Importer</strong> setting, select <strong>Use Project JDK</strong>. This uses the Java 17 JDK for running Maven when importing the project.</li><li>Ensure that the JRE setting in <strong>Maven</strong> → <strong>Runner</strong> dialog is set to <strong>Use Project JDK</strong>.</li></ol><div class="theme-admonition theme-admonition-caution alert alert--warning admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_S0QG"><p>Some configuration in the Maven build is conditional based on the JDK version. Incorrect configuration gets chosen when the &quot;JDK for Importer&quot; isn&#x27;t the same as the &quot;Project JDK&quot;.</p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configure-annotation-processing">Configure annotation processing<a href="#configure-annotation-processing" class="hash-link" aria-label="Direct link to Configure annotation processing" title="Direct link to Configure annotation processing">​</a></h3><ol><li>Open Annotation Processors Settings. Click <strong>Settings</strong> → <strong>Build, Execution, Deployment</strong> → <strong>Compiler</strong> → <strong>Annotation Processors</strong>.</li><li>Select the following buttons:<ol><li><strong>Enable annotation processing</strong></li><li><strong>Obtain processors from project classpath</strong></li><li>Store generated sources relative to: <strong>Module output directory</strong></li></ol></li><li>Set the generated source directories to be equal to the Maven directories:<ol><li>Set &quot;Production sources directory:&quot; to &quot;generated-sources&quot;.</li><li>Set &quot;Test sources directory:&quot; to &quot;generated-test-sources&quot;.</li></ol></li><li>Click <strong>OK</strong>.</li><li>Install the lombok plugin in intelliJ.</li></ol><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configure-code-style">Configure code style<a href="#configure-code-style" class="hash-link" aria-label="Direct link to Configure code style" title="Direct link to Configure code style">​</a></h3><ol><li>Open Code Style Settings dialog box by going to <strong>Settings</strong> → <strong>Editor</strong> → <strong>Code Style</strong>.</li><li>Click on the ⚙️ symbol → <strong>Import scheme</strong> → <strong>IntelliJ IDEA code style XML</strong></li><li>Pick the file <code>${pulsar_dir}/src/idea-code-style.xml</code></li><li>On the dialog box that opens, click <strong>OK</strong>.</li><li>Ensure the scheme you just created is selected in <strong>Scheme</strong> dropdown then click <strong>OK</strong>.</li></ol><h3 class="anchor anchorWithStickyNavbar_LWe7" id="configure-checkstyle">Configure Checkstyle<a href="#configure-checkstyle" class="hash-link" aria-label="Direct link to Configure Checkstyle" title="Direct link to Configure Checkstyle">​</a></h3><ol><li>Install the Checkstyle-IDEA plugin.</li><li>Open Checkstyle Settings. Click <strong>Settings</strong> → <strong>Tools</strong> → <strong>Checkstyle</strong>.</li><li>Set <strong>Checkstyle version</strong> to <strong>8.37</strong>.</li><li>Set <strong>Scan scope</strong> to <strong>Only Java sources (including tests)</strong>.</li><li>Click <strong>+</strong> button in the <strong>Configuration</strong> section to open a dialog to choose the checkstyle config file.<ol><li>Enter a <strong>Description</strong>. For example, Pulsar.</li><li>Select <strong>Use a local checkstyle file</strong>.</li><li>Set <strong>File</strong> to <strong>buildtools/src/main/resources/pulsar/checkstyle.xml</strong>.</li><li>Select <strong>Store relative to project location</strong>.</li><li>Click <strong>Next</strong> → <strong>Next</strong> → <strong>Finish</strong>.</li></ol></li><li>Activate the configuration you just added by toggling the corresponding box.</li><li>Click <strong>OK</strong>.</li></ol><h3 class="anchor anchorWithStickyNavbar_LWe7" id="further-configuration">Further configuration<a href="#further-configuration" class="hash-link" aria-label="Direct link to Further configuration" title="Direct link to Further configuration">​</a></h3><ul><li>When working on the Pulsar core modules in IntelliJ, reduce the number of active projects in IntelliJ to speed up IDE actions and reduce unrelated IDE warnings.<ul><li>In IntelliJ&#x27;s Maven UI&#x27;s tree view under &quot;Profiles&quot;<ul><li>Activate &quot;core-modules&quot; Maven profile</li><li>De-activate &quot;main&quot; Maven profile</li><li>Run the &quot;Reload All Maven Projects&quot; action from the Maven UI toolbar. You can also find the action by the name in the IntelliJ &quot;Search Everywhere&quot; window that gets activated by pressing the <strong>Shift</strong> key twice.</li></ul></li></ul></li><li>Run the &quot;Generate Sources and Update Folders For All Projects&quot; action from the Maven UI toolbar. You can also find the action by the name in the IntelliJ &quot;Search Everywhere&quot; window that gets activated by pressing the <strong>Shift</strong> key twice. Running the action takes about 10 minutes for all projects. This is faster when the &quot;core-modules&quot; profile is the only active profile.</li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="troubleshooting">Troubleshooting<a href="#troubleshooting" class="hash-link" aria-label="Direct link to Troubleshooting" title="Direct link to Troubleshooting">​</a></h3><ul><li>In the case of compilation errors with missing Protobuf classes, ensure to run the &quot;Generate Sources and Update Folders For All Projects&quot; action.</li><li>When all the Pulsar source code doesn&#x27;t compile properly in IntelliJ and there are compilation errors:<ul><li>Use the &quot;core-modules&quot; profile if working on the Pulsar core modules since the source code for those modules can be compiled in IntelliJ.</li><li>Sometimes it might help to mark a specific project ignored in IntelliJ Maven UI by right-clicking the project name and select <strong>Ignore Projects</strong> from the menu.</li><li>Currently, it is not always possible to run unit tests directly from the IDE because of the compilation issues. As a workaround, individual test classes can be run by using the <code>mvn test -Dtest=TestClassName</code> command.</li></ul></li><li>The above steps have all been performed, but a test still won&#x27;t run.<ul><li>In this case, try the following steps:<ol><li>Close IntelliJ.</li><li>Run <code>mvn clean install -DskipTests</code> on the command line.</li><li>Reopen IntelliJ.</li></ol></li><li>If that still doesn&#x27;t work:<ol><li>Verify Maven is using a supported version. Currently, the supported version of Maven is specified in the <code>&lt;requireMavenVersion&gt;</code> section of the root <code>pom.xml</code> file.</li><li>Try &quot;restart and clear caches&quot; in IntelliJ and repeat the above steps to reload projects and generate sources.</li></ol></li></ul></li></ul><h2 class="anchor anchorWithStickyNavbar_LWe7" id="eclipse">Eclipse<a href="#eclipse" class="hash-link" aria-label="Direct link to Eclipse" title="Direct link to Eclipse">​</a></h2><p>Follow <a href="https://howtodoinjava.com/automation/lombok-eclipse-installation-examples/" target="_blank" rel="noopener noreferrer">these instructions</a> to configure your Eclipse setup.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/setup-ide.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" 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href="#configure-checkstyle" class="table-of-contents__link toc-highlight">Configure Checkstyle</a></li><li><a href="#further-configuration" class="table-of-contents__link toc-highlight">Further configuration</a></li><li><a href="#troubleshooting" class="table-of-contents__link toc-highlight">Troubleshooting</a></li></ul></li><li><a href="#eclipse" class="table-of-contents__link toc-highlight">Eclipse</a></li></ul></div></div></div></div></main></div></div><footer class="footer"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title"></div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://www.apache.org/" target="_blank" rel="noopener noreferrer" class="footer__link-item">Foundation<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_nPIU"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 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                     <img alt="Slack logo" src="/img/slack-white.svg" width="26">
@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
         <p>Copyright © 2024 The Apache Software Foundation. All Rights Reserved. Apache, Pulsar, Apache Pulsar, and the Apache feather logo are trademarks or registered trademarks of The Apache Software Foundation.</p>
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diff --git a/content/contribute/setup-mergetool/index.html b/content/contribute/setup-mergetool/index.html
index 27f2de9..316228a 100644
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@@ -57,7 +57,7 @@
 One of the advantages of <code>kdiff3</code> is that it contains a custom merge algorithm which can resolve some conflicts
 without requiring a choice. In some cases, there may be chances for mistakes, but these are rare and could also occur when
 manually choosing the resolution. The resolution will need to be verified in any case.</p><p>Tips for Using <code>kdiff3</code></p><ul><li>When the merge conflict resolution process begins, a view with three panes and a split pane at the bottom of the window will appear.<ul><li>The left pane displays the diff from the common version of the file. This can be confusing and is often not very useful. You can hide it by deselecting &quot;Window -&gt; Show Window A&quot;.</li><li>The middle pane shows the local version.</li><li>The right pane shows the remote version.</li><li>The bottom pane is the output, which is the result of the merge. You can also make manual edits in this pane to resolve conflicts manually.</li></ul></li><li>It&#x27;s beneficial to learn how to navigate to the next and previous merge conflict and how to choose the resolution using keyboard shortcuts.<ul><li>On MacOS, you may need to remap some of the keyboard shortcuts to improve usability. This is especially necessary when using an external keyboard.</li></ul></li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="git-revert-and-commit-amending-tooling">Git revert and commit amending tooling<a href="#git-revert-and-commit-amending-tooling" class="hash-link" aria-label="Direct link to Git revert and commit amending tooling" title="Direct link to Git revert and commit amending tooling">​</a></h3><p>Resolving merge conflicts can sometimes be more complex with merge tools than simply reverting some changes and modifying the original source code in an IDE. This process may involve multiple steps, including reverting and amending changes to the merge commit. The merge commit should also incorporate the necessary changes for backporting.
-In many cases, it is also necessary to fix the import statements in an IDE and amending those changes to the merge commit.</p><p>For this purpose, the <code>git gui</code> tool is excellent. It allows for partial reverts to previous commits and makes it easy to amend additional changes to the latest commit, all with clear visualization.</p><p>Installing the <code>git gui</code> tool:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># on MacOS</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">brew </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> git-gui</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># on Linux install &quot;git-gui&quot; from your package manager, example of Ubuntu</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">sudo</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">apt</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> git-gui</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>There are many tools available for this purpose, but <code>git gui</code> is one of the simplest and most effective.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="using-intellij-for-cherry-picking-and-merge-conflict-resolution">Using IntelliJ for cherry-picking and merge conflict resolution.<a href="#using-intellij-for-cherry-picking-and-merge-conflict-resolution" class="hash-link" aria-label="Direct link to Using IntelliJ for cherry-picking and merge conflict resolution." title="Direct link to Using IntelliJ for cherry-picking and merge conflict resolution.">​</a></h3><ul><li><a href="https://www.jetbrains.com/help/idea/apply-changes-from-one-branch-to-another.html#cherry-pick" target="_blank" rel="noopener noreferrer">Cherry-pick separate commits</a></li><li><a href="https://www.youtube.com/watch?v=mSfq1SoMocg" target="_blank" rel="noopener noreferrer">Resolving Git Merge Conflicts: The Easy Way</a></li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="useful-links">Useful links<a href="#useful-links" class="hash-link" aria-label="Direct link to Useful links" title="Direct link to Useful links">​</a></h3><ul><li><a href="https://www.eseth.org/2020/mergetools.html" target="_blank" rel="noopener noreferrer">Comparison of git mergetools</a></li><li><a href="https://en.wikipedia.org/wiki/Comparison_of_file_comparison_tools#General" target="_blank" rel="noopener noreferrer">Comparison of file comparison tools</a></li><li><a href="https://git-scm.com/downloads/guis" target="_blank" rel="noopener noreferrer">Git GUI Clients</a></li></ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/setup-mergetool.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 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+In many cases, it is also necessary to fix the import statements in an IDE and amending those changes to the merge commit.</p><p>For this purpose, the <code>git gui</code> tool is excellent. It allows for partial reverts to previous commits and makes it easy to amend additional changes to the latest commit, all with clear visualization.</p><p>Installing the <code>git gui</code> tool:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># on MacOS</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">brew </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> git-gui</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># on Linux install &quot;git-gui&quot; from your package manager, example of Ubuntu</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">sudo</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">apt</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> git-gui</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>There are many tools available for this purpose, but <code>git gui</code> is one of the simplest and most effective.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="using-intellij-for-cherry-picking-and-merge-conflict-resolution">Using IntelliJ for cherry-picking and merge conflict resolution.<a href="#using-intellij-for-cherry-picking-and-merge-conflict-resolution" class="hash-link" aria-label="Direct link to Using IntelliJ for cherry-picking and merge conflict resolution." title="Direct link to Using IntelliJ for cherry-picking and merge conflict resolution.">​</a></h3><ul><li><a href="https://www.jetbrains.com/help/idea/apply-changes-from-one-branch-to-another.html#cherry-pick" target="_blank" rel="noopener noreferrer">Cherry-pick separate commits</a></li><li><a href="https://www.youtube.com/watch?v=mSfq1SoMocg" target="_blank" rel="noopener noreferrer">Resolving Git Merge Conflicts: The Easy Way</a></li></ul><h3 class="anchor anchorWithStickyNavbar_LWe7" id="useful-links">Useful links<a href="#useful-links" class="hash-link" aria-label="Direct link to Useful links" title="Direct link to Useful links">​</a></h3><ul><li><a href="https://www.eseth.org/2020/mergetools.html" target="_blank" rel="noopener noreferrer">Comparison of git mergetools</a></li><li><a href="https://en.wikipedia.org/wiki/Comparison_of_file_comparison_tools#General" target="_blank" rel="noopener noreferrer">Comparison of file comparison tools</a></li><li><a href="https://git-scm.com/downloads/guis" target="_blank" rel="noopener noreferrer">Git GUI Clients</a></li></ul></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/apache/pulsar-site/edit/main/contribute/setup-mergetool.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><svg fill="currentColor" height="20" width="20" viewBox="0 0 40 40" class="iconEdit_Z9Sw" aria-hidden="true"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 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@@ -74,7 +74,7 @@
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content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h1>Introduction</h1><p>The Pulsar site is built with <a href="http://docusaurus.io/" target="_blank" rel="noopener noreferrer">Docusaurus</a> framework. You can find all the technical details on <a href="https://docusaurus.io/docs" target="_blank" rel="noopener noreferrer">its docs</a>.</p><p>Specifically, this chapter provides a <a href="/contribute/document-syntax/">writing syntax</a> guide selecting knowledge for writing content of the site.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="source">Source<a href="#source" class="hash-link" aria-label="Direct link to Source" title="Direct link to Source">​</a></h2><p>Currently, the source of the site is located at the <a href="http://github.com/apache/pulsar-site" target="_blank" rel="noopener noreferrer">apache/pulsar-site</a> repo.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="pages">Pages<a href="#pages" class="hash-link" aria-label="Direct link to Pages" title="Direct link to Pages">​</a></h2><p>Docusaurus provides three kinds of pages out-of-the-box: <a href="https://docusaurus.io/docs/docs-introduction" target="_blank" rel="noopener noreferrer">docs</a>, <a href="https://docusaurus.io/docs/blog" target="_blank" rel="noopener noreferrer">blogs</a>, and <a href="https://docusaurus.io/docs/creating-pages" target="_blank" rel="noopener noreferrer">JSX pages</a>.</p><p>The Pulsar site pages are of:</p><table><thead><tr><th>Page</th><th>Type</th><th>Source</th></tr></thead><tbody><tr><td><a href="/docs" target="_blank" rel="noopener noreferrer">User docs</a></td><td>docs</td><td><ul><li>docs/</li><li>versioned_docs/</li><li>versioned_sidebars/</li><li>sidebars.json</li></ul></td></tr><tr><td><a href="/contribute/">Contribution guides</a></td><td>docs</td><td><ul><li>contribute/</li><li>sidebarsDevelopment.js</li></ul></td></tr><tr><td><a href="/release-notes" target="_blank" rel="noopener noreferrer">Release notes</a></td><td>docs</td><td><ul><li>release-notes/</li><li>sidebarsReleaseNotes.js</li></ul></td></tr><tr><td><a href="/security" target="_blank" rel="noopener noreferrer">Security</a></td><td>docs</td><td><ul><li>security/</li></ul></td></tr><tr><td><a href="/blog" target="_blank" rel="noopener noreferrer">Blogs</a></td><td>blog</td><td><ul><li>blog/</li></ul></td></tr><tr><td><a href="/client-feature-matrix" target="_blank" rel="noopener noreferrer">Client feature matrix</a></td><td>docs</td><td><ul><li>client-feature-matrix/</li><li>data/matrix.js</li></ul></td></tr><tr><td>Other pages</td><td>JSX pages</td><td><ul><li>src/pages/</li></ul></td></tr></tbody></table><p>Besides, the site serves multiple static pages generated outside the framework, including API docs, reference docs, and swagger files. You can find them under the <code>static</code> folder.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="tools">Tools<a href="#tools" class="hash-link" aria-label="Direct link to Tools" title="Direct link to Tools">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="previewsh">preview.sh<a href="#previewsh" class="hash-link" aria-label="Direct link to preview.sh" title="Direct link to preview.sh">​</a></h3><p>The most commonly used tool is <code>preview.sh</code>. You can preview your local changes by:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">./preview.sh </span><span class="token number">2.11</span><span class="token plain">.x</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>See the <a href="/contribute/document-preview/">previewing content</a> guide for more details.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="docker-composeyaml">docker-compose.yaml<a href="#docker-composeyaml" class="hash-link" aria-label="Direct link to docker-compose.yaml" title="Direct link to docker-compose.yaml">​</a></h3><p>The <code>preview.sh</code> script uses the Docusaurus dev server for testing, which is different from the real Apache Web Server based env that serves the site online.</p><p>To emulate the server-side logics, like <code>.htaccess</code> rewrite rules, you can run:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">yarn</span><span class="token plain"> build</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">docker-compose</span><span class="token plain"> up</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="pytools">Pytools<a href="#pytools" class="hash-link" aria-label="Direct link to Pytools" title="Direct link to Pytools">​</a></h3><p>The site repo has a set of Python scripts for generating content and syncing/updating/publishing the site.</p><p>You can read the <a href="https://github.com/apache/pulsar-site/tree/main/tools/pytools/README.md" target="_blank" rel="noopener noreferrer">README</a> file of pytools for details.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="how-tos">How-tos<a href="#how-tos" class="hash-link" aria-label="Direct link to How-tos" title="Direct link to How-tos">​</a></h2><p>This section holds common how-tos about website maintenance and troubleshooting.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-fix-search-index-mismatches">How to fix search index mismatches?<a href="#how-to-fix-search-index-mismatches" class="hash-link" aria-label="Direct link to How to fix search index mismatches?" title="Direct link to How to fix search index mismatches?">​</a></h3><p>First of all, you should get permission to access <code>apache_pulsar</code> crawler on <a href="https://crawler.algolia.com/" target="_blank" rel="noopener noreferrer">Algolia Crawler console</a>. You can email <a href="mailto:dev@pulsar.apache.org" target="_blank" rel="noopener noreferrer">dev@pulsar.apache.org</a> to ask for permission.</p><p>The most common fix for search index mismatches is to re-index the pages. You can do so by clicking &quot;Restart crawling&quot; button on the <a href="https://crawler.algolia.com/admin/crawlers/7a3458ba-2373-47d5-9520-90cc9cc10736/overview" target="_blank" rel="noopener noreferrer">crawler page</a>. Typically, it takes about 1 or 2 hours to complete.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-preview-changes-locally">How to preview changes locally?<a href="#how-to-preview-changes-locally" class="hash-link" aria-label="Direct link to How to preview changes locally?" title="Direct link to How to preview changes locally?">​</a></h3><p>If you make any changes to the site, before submitting a pull request, you&#x27;re supposed to preview the changes locally. Read the <a href="/contribute/document-preview/">previewing content</a> guide about instructions.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-update-reference-pages">How to update reference pages?<a href="#how-to-update-reference-pages" class="hash-link" aria-label="Direct link to How to update reference pages?" title="Direct link to How to update reference pages?">​</a></h3><p>If you&#x27;re gonna to update the content, read the <a href="/contribute/document-contribution/#update-reference-docs">update reference docs</a> guide about the sources of reference pages.</p><p>If you&#x27;re gonna to debug the reference generation process, read the <a href="https://github.com/apache/pulsar-site/tree/main/tools/pytools#reference-doc-generator" target="_blank" rel="noopener noreferrer">reference-doc-generator</a> usage section and its source code.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-update-data-driven-pages">How to update data-driven pages?<a href="#how-to-update-data-driven-pages" class="hash-link" aria-label="Direct link to How to update data-driven pages?" title="Direct link to How to update data-driven pages?">​</a></h3><p>You can update it by clicking on one of the <strong>✍️ Edit &lt;file_name&gt;</strong> links below and submitting a Pull Request.</p><ul><li><p><strong>Case Studies</strong> <a href="/case-studies" target="_blank" rel="noopener noreferrer">/case-studies</a></p><ul><li><a href="https://github.com/apache/pulsar-site/edit/main/data/case-studies.ts" target="_blank" rel="noopener noreferrer">✍️ Edit case-studies.ts</a></li></ul></li><li><p><strong>Powered by</strong> <a href="/powered-by" target="_blank" rel="noopener noreferrer">/powered-by</a></p><ul><li><a href="https://github.com/apache/pulsar-site/edit/main/data/powered-by.ts" target="_blank" rel="noopener noreferrer">✍️ Edit powered-by.ts</a></li></ul></li><li><p><strong>Ecosystem</strong> <a href="/ecosystem" target="_blank" rel="noopener noreferrer">/ecosystem</a></p><ul><li><a href="https://github.com/apache/pulsar-site/edit/main/data/ecosystem.ts" target="_blank" rel="noopener noreferrer">✍️ Edit ecosystem.ts</a></li></ul></li><li><p><strong>Events</strong> <a href="/events" target="_blank" rel="noopener noreferrer">/events</a></p><ul><li><a href="https://github.com/apache/pulsar-site/edit/main/data/events.ts" target="_blank" rel="noopener noreferrer">✍️ Edit events.ts</a></li></ul></li><li><p><strong>Resources</strong> <a href="/resources" target="_blank" rel="noopener noreferrer">/resources</a></p><ul><li><a href="https://github.com/apache/pulsar-site/edit/main/data/resources.ts" target="_blank" rel="noopener noreferrer">✍️ Edit resources.ts</a></li></ul></li><li><p><strong>Team</strong> <a href="/team" target="_blank" rel="noopener noreferrer">/team</a></p><ul><li><p><a href="https://github.com/apache/pulsar-site/edit/main/data/team.js" target="_blank" rel="noopener noreferrer">✍️ Edit team.js</a></p><p>PMC members can generate the <code>team.js</code> file as <a href="https://github.com/lhotari" target="_blank" rel="noopener noreferrer">lhotari</a> did in <a href="https://github.com/apache/pulsar-site/pull/387" target="_blank" rel="noopener noreferrer">https://github.com/apache/pulsar-site/pull/387</a>.</p></li></ul></li><li><p><strong>Downloads</strong> <a href="/download" target="_blank" rel="noopener noreferrer">/downloads</a></p><ul><li><a href="https://github.com/apache/pulsar-site/edit/main/releases.json" target="_blank" rel="noopener noreferrer">✍️ Edit releases.json</a></li><li><a href="https://github.com/apache/pulsar-site/edit/main/data/connectors.js" target="_blank" rel="noopener noreferrer">✍️ Edit connectors.js</a></li><li><a href="https://github.com/apache/pulsar-site/edit/main/data/release-cpp.js" target="_blank" rel="noopener noreferrer">✍️ Edit release-cpp.js</a></li><li><a href="https://github.com/apache/pulsar-site/edit/main/data/release-pulsar-manager.js" target="_blank" rel="noopener noreferrer">✍️ Edit release-pulsar-manager.js</a></li><li><a href="https://github.com/apache/pulsar-site/edit/main/data/release-pulsar-adapters.js" target="_blank" rel="noopener noreferrer">✍️ Edit release-pulsar-adapters.js</a></li><li><a href="https://github.com/apache/pulsar-site/edit/main/src/components/download.tsx" target="_blank" rel="noopener noreferrer">✍️ Edit download.tsx</a></li><li><a href="https://github.com/apache/pulsar-site/edit/main/src/pages/download.mdx" target="_blank" rel="noopener noreferrer">✍️ Edit download.mdx</a></li></ul></li><li><p><strong>Release notes</strong> <a href="/release-notes" target="_blank" rel="noopener noreferrer">/release-notes</a></p><ul><li>data/release-*.js</li><li>release-notes/</li><li>src/components/ClientReleaseTable.js</li><li>src/components/PulsarReleaseTable.js</li></ul></li><li><p><strong>Client feature matrix</strong> <a href="/client-feature-matrix" target="_blank" rel="noopener 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class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Website</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Introduction</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h1>Introduction</h1><p>The Pulsar site is built with <a href="http://docusaurus.io/" target="_blank" rel="noopener noreferrer">Docusaurus</a> framework. You can find all the technical details on <a href="https://docusaurus.io/docs" target="_blank" rel="noopener noreferrer">its docs</a>.</p><p>Specifically, this chapter provides a <a href="/contribute/document-syntax/">writing syntax</a> guide selecting knowledge for writing content of the site.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="source">Source<a href="#source" class="hash-link" aria-label="Direct link to Source" title="Direct link to Source">​</a></h2><p>Currently, the source of the site is located at the <a href="http://github.com/apache/pulsar-site" target="_blank" rel="noopener noreferrer">apache/pulsar-site</a> repo.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="pages">Pages<a href="#pages" class="hash-link" aria-label="Direct link to Pages" title="Direct link to Pages">​</a></h2><p>Docusaurus provides three kinds of pages out-of-the-box: <a href="https://docusaurus.io/docs/docs-introduction" target="_blank" rel="noopener noreferrer">docs</a>, <a href="https://docusaurus.io/docs/blog" target="_blank" rel="noopener noreferrer">blogs</a>, and <a href="https://docusaurus.io/docs/creating-pages" target="_blank" rel="noopener noreferrer">JSX pages</a>.</p><p>The Pulsar site pages are of:</p><table><thead><tr><th>Page</th><th>Type</th><th>Source</th></tr></thead><tbody><tr><td><a href="/docs" target="_blank" rel="noopener noreferrer">User docs</a></td><td>docs</td><td><ul><li>docs/</li><li>versioned_docs/</li><li>versioned_sidebars/</li><li>sidebars.json</li></ul></td></tr><tr><td><a href="/contribute/">Contribution guides</a></td><td>docs</td><td><ul><li>contribute/</li><li>sidebarsDevelopment.js</li></ul></td></tr><tr><td><a href="/release-notes" target="_blank" rel="noopener noreferrer">Release notes</a></td><td>docs</td><td><ul><li>release-notes/</li><li>sidebarsReleaseNotes.js</li></ul></td></tr><tr><td><a href="/security" target="_blank" rel="noopener noreferrer">Security</a></td><td>docs</td><td><ul><li>security/</li></ul></td></tr><tr><td><a href="/blog" target="_blank" rel="noopener noreferrer">Blogs</a></td><td>blog</td><td><ul><li>blog/</li></ul></td></tr><tr><td><a href="/client-feature-matrix" target="_blank" rel="noopener noreferrer">Client feature matrix</a></td><td>docs</td><td><ul><li>client-feature-matrix/</li><li>data/matrix.js</li></ul></td></tr><tr><td>Other pages</td><td>JSX pages</td><td><ul><li>src/pages/</li></ul></td></tr></tbody></table><p>Besides, the site serves multiple static pages generated outside the framework, including API docs, reference docs, and swagger files. You can find them under the <code>static</code> folder.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="tools">Tools<a href="#tools" class="hash-link" aria-label="Direct link to Tools" title="Direct link to Tools">​</a></h2><h3 class="anchor anchorWithStickyNavbar_LWe7" id="previewsh">preview.sh<a href="#previewsh" class="hash-link" aria-label="Direct link to preview.sh" title="Direct link to preview.sh">​</a></h3><p>The most commonly used tool is <code>preview.sh</code>. You can preview your local changes by:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">./preview.sh </span><span class="token number">2.11</span><span class="token plain">.x</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>See the <a href="/contribute/document-preview/">previewing content</a> guide for more details.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="docker-composeyaml">docker-compose.yaml<a href="#docker-composeyaml" class="hash-link" aria-label="Direct link to docker-compose.yaml" title="Direct link to docker-compose.yaml">​</a></h3><p>The <code>preview.sh</code> script uses the Docusaurus dev server for testing, which is different from the real Apache Web Server based env that serves the site online.</p><p>To emulate the server-side logics, like <code>.htaccess</code> rewrite rules, you can run:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">yarn</span><span class="token plain"> build</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">docker-compose</span><span class="token plain"> up</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="pytools">Pytools<a href="#pytools" class="hash-link" aria-label="Direct link to Pytools" title="Direct link to Pytools">​</a></h3><p>The site repo has a set of Python scripts for generating content and syncing/updating/publishing the site.</p><p>You can read the <a href="https://github.com/apache/pulsar-site/tree/main/tools/pytools/README.md" target="_blank" rel="noopener noreferrer">README</a> file of pytools for details.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="how-tos">How-tos<a href="#how-tos" class="hash-link" aria-label="Direct link to How-tos" title="Direct link to How-tos">​</a></h2><p>This section holds common how-tos about website maintenance and troubleshooting.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-fix-search-index-mismatches">How to fix search index mismatches?<a href="#how-to-fix-search-index-mismatches" class="hash-link" aria-label="Direct link to How to fix search index mismatches?" title="Direct link to How to fix search index mismatches?">​</a></h3><p>First of all, you should get permission to access <code>apache_pulsar</code> crawler on <a href="https://crawler.algolia.com/" target="_blank" rel="noopener noreferrer">Algolia Crawler console</a>. You can email <a href="mailto:dev@pulsar.apache.org" target="_blank" rel="noopener noreferrer">dev@pulsar.apache.org</a> to ask for permission.</p><p>The most common fix for search index mismatches is to re-index the pages. You can do so by clicking &quot;Restart crawling&quot; button on the <a href="https://crawler.algolia.com/admin/crawlers/7a3458ba-2373-47d5-9520-90cc9cc10736/overview" target="_blank" rel="noopener noreferrer">crawler page</a>. Typically, it takes about 1 or 2 hours to complete.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-preview-changes-locally">How to preview changes locally?<a href="#how-to-preview-changes-locally" class="hash-link" aria-label="Direct link to How to preview changes locally?" title="Direct link to How to preview changes locally?">​</a></h3><p>If you make any changes to the site, before submitting a pull request, you&#x27;re supposed to preview the changes locally. Read the <a href="/contribute/document-preview/">previewing content</a> guide about instructions.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-update-reference-pages">How to update reference pages?<a href="#how-to-update-reference-pages" class="hash-link" aria-label="Direct link to How to update reference pages?" title="Direct link to How to update reference pages?">​</a></h3><p>If you&#x27;re gonna to update the content, read the <a href="/contribute/document-contribution/#update-reference-docs">update reference docs</a> guide about the sources of reference pages.</p><p>If you&#x27;re gonna to debug the reference generation process, read the <a href="https://github.com/apache/pulsar-site/tree/main/tools/pytools#reference-doc-generator" target="_blank" rel="noopener noreferrer">reference-doc-generator</a> usage section and its source code.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="how-to-update-data-driven-pages">How to update data-driven pages?<a href="#how-to-update-data-driven-pages" class="hash-link" aria-label="Direct link to How to update data-driven pages?" title="Direct link to How to update data-driven pages?">​</a></h3><p>You can update it by clicking on one of the <strong>✍️ Edit &lt;file_name&gt;</strong> links below and submitting a Pull Request.</p><ul><li><p><strong>Case Studies</strong> <a href="/case-studies" target="_blank" rel="noopener noreferrer">/case-studies</a></p><ul><li><a href="https://github.com/apache/pulsar-site/edit/main/data/case-studies.ts" target="_blank" rel="noopener noreferrer">✍️ Edit case-studies.ts</a></li></ul></li><li><p><strong>Powered by</strong> <a href="/powered-by" target="_blank" rel="noopener noreferrer">/powered-by</a></p><ul><li><a href="https://github.com/apache/pulsar-site/edit/main/data/powered-by.ts" target="_blank" rel="noopener noreferrer">✍️ Edit powered-by.ts</a></li></ul></li><li><p><strong>Ecosystem</strong> <a href="/ecosystem" target="_blank" rel="noopener noreferrer">/ecosystem</a></p><ul><li><a href="https://github.com/apache/pulsar-site/edit/main/data/ecosystem.ts" target="_blank" rel="noopener noreferrer">✍️ Edit ecosystem.ts</a></li></ul></li><li><p><strong>Events</strong> <a href="/events" target="_blank" rel="noopener noreferrer">/events</a></p><ul><li><a href="https://github.com/apache/pulsar-site/edit/main/data/events.ts" target="_blank" rel="noopener noreferrer">✍️ Edit events.ts</a></li></ul></li><li><p><strong>Resources</strong> <a href="/resources" target="_blank" rel="noopener noreferrer">/resources</a></p><ul><li><a href="https://github.com/apache/pulsar-site/edit/main/data/resources.ts" target="_blank" rel="noopener noreferrer">✍️ Edit resources.ts</a></li></ul></li><li><p><strong>Team</strong> <a href="/team" target="_blank" rel="noopener noreferrer">/team</a></p><ul><li><p><a href="https://github.com/apache/pulsar-site/edit/main/data/team.js" target="_blank" rel="noopener noreferrer">✍️ Edit team.js</a></p><p>PMC members can generate the <code>team.js</code> file as <a href="https://github.com/lhotari" target="_blank" rel="noopener noreferrer">lhotari</a> did in <a href="https://github.com/apache/pulsar-site/pull/387" target="_blank" rel="noopener noreferrer">https://github.com/apache/pulsar-site/pull/387</a>.</p></li></ul></li><li><p><strong>Downloads</strong> <a href="/download" target="_blank" rel="noopener noreferrer">/downloads</a></p><ul><li><a href="https://github.com/apache/pulsar-site/edit/main/releases.json" target="_blank" rel="noopener noreferrer">✍️ Edit releases.json</a></li><li><a href="https://github.com/apache/pulsar-site/edit/main/data/connectors.js" target="_blank" rel="noopener noreferrer">✍️ Edit connectors.js</a></li><li><a href="https://github.com/apache/pulsar-site/edit/main/data/release-cpp.js" target="_blank" rel="noopener noreferrer">✍️ Edit release-cpp.js</a></li><li><a href="https://github.com/apache/pulsar-site/edit/main/data/release-pulsar-manager.js" target="_blank" rel="noopener noreferrer">✍️ Edit release-pulsar-manager.js</a></li><li><a href="https://github.com/apache/pulsar-site/edit/main/data/release-pulsar-adapters.js" target="_blank" rel="noopener noreferrer">✍️ Edit release-pulsar-adapters.js</a></li><li><a href="https://github.com/apache/pulsar-site/edit/main/src/components/download.tsx" target="_blank" rel="noopener noreferrer">✍️ Edit download.tsx</a></li><li><a href="https://github.com/apache/pulsar-site/edit/main/src/pages/download.mdx" target="_blank" rel="noopener noreferrer">✍️ Edit download.mdx</a></li></ul></li><li><p><strong>Release notes</strong> <a href="/release-notes" target="_blank" rel="noopener noreferrer">/release-notes</a></p><ul><li>data/release-*.js</li><li>release-notes/</li><li>src/components/ClientReleaseTable.js</li><li>src/components/PulsarReleaseTable.js</li></ul></li><li><p><strong>Client feature matrix</strong> <a href="/client-feature-matrix" target="_blank" rel="noopener 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                     <img alt="Slack logo" src="/img/slack-white.svg" width="26">
@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
         <p>Copyright © 2024 The Apache Software Foundation. All Rights Reserved. Apache, Pulsar, Apache Pulsar, and the Apache feather logo are trademarks or registered trademarks of The Apache Software Foundation.</p>
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diff --git a/content/contribute/validate-release-candidate/index.html b/content/contribute/validate-release-candidate/index.html
index 18e5052..3e2e7e2 100644
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+++ b/content/contribute/validate-release-candidate/index.html
@@ -17,8 +17,8 @@
 <link rel="stylesheet" href="/css/katex-0.13.24.min.css" media="print" onload="this.media=&#39;all&#39;">
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class="menu__link menu__link--sublist menu__link--sublist-caret" aria-expanded="false" href="/contribute/become-core-developer/">Committers</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_gTbr"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Releases</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Verifying release candidates</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Verifying release candidates</h1></header><p>This page contains manual instructions for reviewing and verifying a release candidate.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="validate-the-binary-distribution">Validate the binary distribution<a href="#validate-the-binary-distribution" class="hash-link" aria-label="Direct link to Validate the binary distribution" title="Direct link to Validate the binary distribution">​</a></h2><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>There&#x27;s a bash script <a href="https://github.com/lhotari/pulsar-contributor-toolbox/blob/master/scripts/validate_pulsar_release.sh" target="_blank" rel="noopener noreferrer">validate_pulsar_release.sh</a> available for assisting in semi-automated validation for the following steps.</p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="download-and-verify-the-binary-distributions">Download And Verify the binary distributions<a href="#download-and-verify-the-binary-distributions" class="hash-link" aria-label="Direct link to Download And Verify the binary distributions" title="Direct link to Download And Verify the binary distributions">​</a></h3><p>Download the server distribution <code>apache-pulsar-&lt;release&gt;-bin.tar.gz</code> and extract it. The extracted files are in a directory called <code>apache-pulsar-&lt;release&gt;</code>. All the operations below happen within that directory:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> apache-pulsar-</span><span class="token operator">&lt;</span><span class="token plain">release</span><span class="token operator">&gt;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Check the bookkeeper libs are complied on Linux:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">unzip</span><span class="token plain"> -t ./lib/org.apache.bookkeeper-circe-checksum-*.jar </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">grep</span><span class="token plain"> lib</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">unzip</span><span class="token plain"> -t ./lib/org.apache.bookkeeper-cpu-affinity-*.jar </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">grep</span><span class="token plain"> lib</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output should look like:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">testing: lib/                     OK</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">testing: lib/libcirce-checksum.so   OK</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">testing: lib/                     OK</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">testing: lib/libcpu-affinity.so   OK</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Download the Cassandra connector:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">mkdir</span><span class="token plain"> connectors</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">mv</span><span class="token plain"> pulsar-io-cassandra-</span><span class="token operator">&lt;</span><span class="token plain">release</span><span class="token operator">&gt;</span><span class="token plain">.nar connectors</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Download the <code>*.asc</code> file and verify the GPG signature:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">gpg --verify apache-pulsar-</span><span class="token operator">&lt;</span><span class="token plain">release</span><span class="token operator">&gt;</span><span class="token plain">-bin.tar.gz.asc</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="download-and-verify-the-source-tarball">Download And Verify the source tarball<a href="#download-and-verify-the-source-tarball" class="hash-link" aria-label="Direct link to Download And Verify the source tarball" title="Direct link to Download And Verify the source tarball">​</a></h3><p>Before you start to validate the source tarball, make sure you have installed these software:</p><ul><li>JDK 17 (for Pulsar version &gt;= 2.11) or JDK 11 (for earlier versions)</li><li>Maven 3.8.6 or later</li></ul><p>Download the source tarball and extract it. The extracted files are in a directory called <code>apache-pulsar-&lt;release&gt;-src</code></p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> apache-pulsar-</span><span class="token operator">&lt;</span><span class="token plain">release</span><span class="token operator">&gt;</span><span class="token plain">-src</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">mvn clean </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> -DskipTests</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="validate-pubsub-and-java-functions">Validate Pub/Sub and Java Functions<a href="#validate-pubsub-and-java-functions" class="hash-link" aria-label="Direct link to Validate Pub/Sub and Java Functions" title="Direct link to Validate Pub/Sub and Java Functions">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="standalone-service">Standalone service<a href="#standalone-service" class="hash-link" aria-label="Direct link to Standalone service" title="Direct link to Standalone service">​</a></h4><p>Open a terminal to start a standalone service:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PULSAR_STANDALONE_USE_ZOOKEEPER</span><span class="token operator">=</span><span class="token number">1</span><span class="token plain"> bin/pulsar standalone</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>When you start a standalone cluster, there are a few things to check.</p><ol><li>The standalone cluster is able to locate all the connectors. The following logging information should be displayed.</li></ol><div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">Found connector ConnectorDefinition(name=kinesis, description=Kinesis sink connector, sourceClass=null, sinkClass=org.apache.pulsar.io.kinesis.KinesisSink) from /Users/sijie/tmp/apache-pulsar-2.1.0-incubating/./connectors/pulsar-io-kinesis-2.1.0-incubating.nar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">...</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Found connector ConnectorDefinition(name=cassandra, description=Writes data into Cassandra, sourceClass=null, sinkClass=org.apache.pulsar.io.cassandra.CassandraStringSink) from /Users/sijie/tmp/apache-pulsar-2.1.0-incubating/./connectors/pulsar-io-cassandra-2.1.0-incubating.nar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">...</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Found connector ConnectorDefinition(name=aerospike, description=Aerospike database sink, sourceClass=null, sinkClass=org.apache.pulsar.io.aerospike.AerospikeStringSink) from /Users/sijie/tmp/apache-pulsar-2.1.0-incubating/./connectors/pulsar-io-aerospike-2.1.0-incubating.nar</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="2"><li>(since Pulsar 2.1 release) The standalone starts bookkeeper table service. The output is similar as follows:</li></ol><div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">12:12:26.099 [main] INFO  org.apache.pulsar.zookeeper.LocalBookkeeperEnsemble - &#x27;default&#x27; namespace for table service : namespace_name: &quot;default&quot;</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">default_stream_conf {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key_type: HASH</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  min_num_ranges: 24</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  initial_num_ranges: 24</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  split_policy {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    fixed_range_policy {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      num_ranges: 2</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    }</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  }</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  rolling_policy {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    size_policy {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      max_segment_size: 134217728</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    }</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  }</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  retention_policy {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    time_policy {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      retention_minutes: -1</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    }</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  }</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="3"><li>Functions worker is started correctly. The output is similar as follows:</li></ol><div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">14:28:24.101 [main] INFO  org.apache.pulsar.functions.worker.WorkerService - Starting worker c-standalone-fw-localhost-8080...</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">14:28:24.907 [main] INFO  org.apache.pulsar.functions.worker.WorkerService - Worker Configs: {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;workerId&quot; : &quot;c-standalone-fw-localhost-8080&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;workerHostname&quot; : &quot;localhost&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;workerPort&quot; : 8080,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;workerPortTls&quot; : 6751,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;jvmGCMetricsLoggerClassName&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;numHttpServerThreads&quot; : 8,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;connectorsDirectory&quot; : &quot;./connectors&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;functionMetadataTopicName&quot; : &quot;metadata&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;functionWebServiceUrl&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;pulsarServiceUrl&quot; : &quot;pulsar://127.0.0.1:6650&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;pulsarWebServiceUrl&quot; : &quot;http://127.0.0.1:8080&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;clusterCoordinationTopicName&quot; : &quot;coordinate&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;pulsarFunctionsNamespace&quot; : &quot;public/functions&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;pulsarFunctionsCluster&quot; : &quot;standalone&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;numFunctionPackageReplicas&quot; : 1,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;downloadDirectory&quot; : &quot;/tmp/pulsar_functions&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;stateStorageServiceUrl&quot; : &quot;bk://127.0.0.1:4181&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;functionAssignmentTopicName&quot; : &quot;assignments&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;schedulerClassName&quot; : &quot;org.apache.pulsar.functions.worker.scheduler.RoundRobinScheduler&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;failureCheckFreqMs&quot; : 30000,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;rescheduleTimeoutMs&quot; : 60000,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;initialBrokerReconnectMaxRetries&quot; : 60,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;assignmentWriteMaxRetries&quot; : 60,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;instanceLivenessCheckFreqMs&quot; : 30000,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;clientAuthenticationPlugin&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;clientAuthenticationParameters&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;topicCompactionFrequencySec&quot; : 1800,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;tlsEnabled&quot; : true,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;tlsCertificateFilePath&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;tlsKeyFilePath&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;tlsTrustCertsFilePath&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;tlsAllowInsecureConnection&quot; : false,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;tlsRequireTrustedClientCertOnConnect&quot; : false,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;useTls&quot; : false,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;tlsHostnameVerificationEnable&quot; : false,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;authenticationEnabled&quot; : false,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;authenticationProviders&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;authorizationEnabled&quot; : false,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;superUserRoles&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;properties&quot; : { },</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;threadContainerFactory&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;processContainerFactory&quot; : {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    &quot;javaInstanceJarLocation&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    &quot;pythonInstanceLocation&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    &quot;logDirectory&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    &quot;extraFunctionDependenciesDir&quot; : null</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  },</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;kubernetesContainerFactory&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;secretsProviderConfiguratorClassName&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;secretsProviderConfiguratorConfig&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;functionInstanceMinResources&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;workerWebAddress&quot; : &quot;http://localhost:8080&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;functionMetadataTopic&quot; : &quot;persistent://public/functions/metadata&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;clusterCoordinationTopic&quot; : &quot;persistent://public/functions/coordinate&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;functionAssignmentTopic&quot; : &quot;persistent://public/functions/assignments&quot;</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="4"><li>Do sanity check before moving to the next step.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># check pulsar binary port is listened correctly</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">netstat</span><span class="token plain"> -an </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">grep</span><span class="token plain"> </span><span class="token number">6650</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">grep</span><span class="token plain"> LISTEN</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># check function cluster</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">curl</span><span class="token plain"> -s http://localhost:8080/admin/v2/worker/cluster</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># example output:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># [{&quot;workerId&quot;:&quot;c-standalone-fw-localhost-6750&quot;,&quot;workerHostname&quot;:&quot;localhost&quot;,&quot;port&quot;:6750}]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># check brokers</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">curl</span><span class="token plain"> -s http://localhost:8080/admin/v2/namespaces/public</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># example outoupt:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># [&quot;public/default&quot;,&quot;public/functions&quot;]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># check connectors</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">curl</span><span class="token plain"> -s http://localhost:8080/admin/v2/functions/connectors</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># example output:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># [{&quot;name&quot;:&quot;aerospike&quot;,&quot;description&quot;:&quot;Aerospike database sink&quot;,&quot;sinkClass&quot;:&quot;org.apache.pulsar.io.aerospike.AerospikeStringSink&quot;},{&quot;name&quot;:&quot;cassandra&quot;,&quot;description&quot;:&quot;Writes data into Cassandra&quot;,&quot;sinkClass&quot;:&quot;org.apache.pulsar.io.cassandra.CassandraStringSink&quot;},{&quot;name&quot;:&quot;kafka&quot;,&quot;description&quot;:&quot;Kafka source and sink connector&quot;,&quot;sourceClass&quot;:&quot;org.apache.pulsar.io.kafka.KafkaStringSource&quot;,&quot;sinkClass&quot;:&quot;org.apache.pulsar.io.kafka.KafkaStringSink&quot;},{&quot;name&quot;:&quot;kinesis&quot;,&quot;description&quot;:&quot;Kinesis sink connector&quot;,&quot;sinkClass&quot;:&quot;org.apache.pulsar.io.kinesis.KinesisSink&quot;},{&quot;name&quot;:&quot;rabbitmq&quot;,&quot;description&quot;:&quot;RabbitMQ source connector&quot;,&quot;sourceClass&quot;:&quot;org.apache.pulsar.io.rabbitmq.RabbitMQSource&quot;},{&quot;name&quot;:&quot;twitter&quot;,&quot;description&quot;:&quot;Ingest data from Twitter firehose&quot;,&quot;sourceClass&quot;:&quot;org.apache.pulsar.io.twitter.TwitterFireHose&quot;}]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># check table services (Skip this step on 2.11.x or later)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">nc</span><span class="token plain"> -vz4 localhost </span><span class="token number">4181</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="functions">Functions<a href="#functions" class="hash-link" aria-label="Direct link to Functions" title="Direct link to Functions">​</a></h4><p>Open another terminal to submit a Java Exclamation function.</p><ol><li>Create tenant and namespace:</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin tenants create </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">test</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin namespaces create test/test-namespace</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="2"><li>Create function.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin functions create --function-config-file examples/example-function-config.yaml --jar examples/api-examples.jar</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The following information is returned: <code>Created Successfully</code>.</p><ol start="3"><li>At the same terminal as step 2, retrieve the function configuration.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin functions get --tenant </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">test</span><span class="token plain"> --namespace test-namespace --name example</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output is similar as follows:</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;tenant&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;namespace&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test-namespace&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;name&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;example&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;className&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;org.apache.pulsar.functions.api.examples.ExclamationFunction&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;userConfig&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;{\&quot;PublishTopic\&quot;:\&quot;test_result\&quot;}&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;autoAck&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;parallelism&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;source&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;topicsToSerDeClassName&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;test_src&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;typeClassName&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;java.lang.String&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;sink&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;topic&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test_result&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;typeClassName&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;java.lang.String&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;resources&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="4"><li>At the same terminal as step 3, retrieve the function status.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin functions status --tenant </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">test</span><span class="token plain"> --namespace test-namespace --name example</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output is similar as follows:</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numInstances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numRunning&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;instances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;instanceId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;status&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;running&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;error&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numRestarts&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numReceived&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSuccessfullyProcessed&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numUserExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestUserExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;averageLatency&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0.0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;lastInvocationTime&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;workerId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;c-standalone-fw-localhost-8080&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="5"><li>At the same terminal as step 4, subscribe the output topic <code>test_result</code>.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-client consume -s test-sub -n </span><span class="token number">0</span><span class="token plain"> test_result</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="6"><li>Open a new terminal to produce messages into the input topic <code>test_src</code>.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-client produce -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test-messages-</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">`</span><span class="token string variable function" style="color:rgb(80, 250, 123);font-style:italic">date</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">`</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token plain"> -n </span><span class="token number">10</span><span class="token plain"> test_src</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="7"><li>At the terminal of step 5, the messages produced by the Exclamation function is returned. The output is similar as follows:</li></ol><div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="validate-connectors">Validate Connectors<a href="#validate-connectors" class="hash-link" aria-label="Direct link to Validate Connectors" title="Direct link to Validate Connectors">​</a></h3><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Make sure you have docker available at your laptop. If you haven&#x27;t installed docker, you can skip this section.</p></div></div><ol><li>Set up a cassandra cluster.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> run -d --rm  --name</span><span class="token operator">=</span><span class="token plain">cassandra -p </span><span class="token number">9042</span><span class="token plain">:9042 cassandra:3.11</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Make sure that the cassandra cluster is running.</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># run docker ps to find the docker process for cassandra</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">ps</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># check if the cassandra is running as expected</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> logs cassandra</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># check the cluster status</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">exec</span><span class="token plain"> cassandra nodetool status</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Datacenter: datacenter1</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># =======================</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Status=Up/Down</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># |/ State=Normal/Leaving/Joining/Moving</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># --  Address     Load       Tokens       Owns (effective)  Host ID                               Rack</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># UN  172.17.0.2  103.67 KiB  256          100.0%            af0e4b2f-84e0-4f0b-bb14-bd5f9070ff26  rack1</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="2"><li>Create keyspace and table.</li></ol><p>Run <code>cqlsh</code>:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">exec</span><span class="token plain"> -ti cassandra cqlsh localhost</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>In the cqlsh, create the <code>pulsar_test_keyspace</code> keyspace and the <code>pulsar_test_table</code> table.</p><div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">cqlsh&gt; CREATE KEYSPACE pulsar_test_keyspace WITH replication = {&#x27;class&#x27;:&#x27;SimpleStrategy&#x27;, &#x27;replication_factor&#x27;:1};</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">cqlsh&gt; USE pulsar_test_keyspace;</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">cqlsh:pulsar_test_keyspace&gt; CREATE TABLE pulsar_test_table (key text PRIMARY KEY, col text);</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">cqlsh:pulsar_test_keyspace&gt; exit</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="3"><li>Prepare a cassandra sink yaml file and put it under examples directory as <code>cassandra-sink.yml</code>.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">vim</span><span class="token plain"> examples/cassandra-sink.yml</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The content should be:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token key atrule">configs</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token key atrule">roots</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;localhost:9042&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token key atrule">keyspace</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;pulsar_test_keyspace&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token key atrule">columnFamily</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;pulsar_test_table&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token key atrule">keyname</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;key&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token key atrule">columnName</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;col&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="4"><li>Submit a cassandra sink.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin sink create --tenant public --namespace default --name cassandra-test-sink --sink-type cassandra --sink-config-file examples/cassandra-sink.yml --inputs test_cassandra</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># &quot;Created successfully&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Get the sink info:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin sink get --tenant public --namespace default --name cassandra-test-sink</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output is similar as follows:</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;tenant&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;public&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;namespace&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;default&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;name&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;cassandra-test-sink&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;className&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;org.apache.pulsar.io.cassandra.CassandraStringSink&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;inputSpecs&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;test_cassandra&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;isRegexPattern&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">false</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;configs&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;roots&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;localhost:9042&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;keyspace&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;pulsar_test_keyspace&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;columnFamily&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;pulsar_test_table&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;keyname&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;key&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;columnName&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;col&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;parallelism&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;processingGuarantees&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;ATLEAST_ONCE&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;retainOrdering&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">false</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;autoAck&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;archive&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;builtin://cassandra&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Get the running status:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin sink status --tenant public --namespace default --name cassandra-test-sink</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output is similar as follows:</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numInstances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numRunning&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;instances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;instanceId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;status&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;running&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;error&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numRestarts&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numReadFromPulsar&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSinkExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestSinkExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numWrittenToSink&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;lastReceivedTime&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;workerId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;c-standalone-fw-localhost-8080&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="5"><li>Produce messages to the source topic.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">for</span><span class="token plain"> </span><span class="token for-or-select variable" style="color:rgb(189, 147, 249);font-style:italic">i</span><span class="token plain"> </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">in</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">..</span><span class="token number">10</span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">;</span><span class="token plain"> </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">do</span><span class="token plain"> bin/pulsar-client produce -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;key-</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$i</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token plain"> -n </span><span class="token number">1</span><span class="token plain"> test_cassandra</span><span class="token punctuation" style="color:rgb(248, 248, 242)">;</span><span class="token plain"> </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">done</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="6"><li>Check the sink status, and 11 messages are processed.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin sink status --tenant public --namespace default --name cassandra-test-sink</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output is similar as follows:</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numInstances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numRunning&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;instances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;instanceId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;status&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;running&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;error&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numRestarts&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numReadFromPulsar&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">11</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSinkExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestSinkExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numWrittenToSink&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">11</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;lastReceivedTime&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1554833501277</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;workerId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;c-standalone-fw-localhost-8080&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="7"><li>Check results in cassandra.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">exec</span><span class="token plain"> -ti cassandra cqlsh localhost</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>In the cqlsh session:</p><div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">cqlsh&gt; use pulsar_test_keyspace;</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">cqlsh:pulsar_test_keyspace&gt; select * from pulsar_test_table;</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"> key    | col</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">--------+--------</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-5 |  key-5</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-0 |  key-0</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-9 |  key-9</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-2 |  key-2</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-1 |  key-1</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-3 |  key-3</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-6 |  key-6</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-7 |  key-7</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-4 |  key-4</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-8 |  key-8</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"> key-10 | key-10</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">(11 rows)</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">cqlsh:pulsar_test_keyspace&gt; exit</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="8"><li>Delete the sink.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin sink delete --tenant public --namespace default --name cassandra-test-sink</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># &quot;Deleted successfully&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="9"><li>Stop the Cassandra container</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> stop cassandra</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="validate-stateful-functions">Validate Stateful Functions<a href="#validate-stateful-functions" class="hash-link" aria-label="Direct link to Validate Stateful Functions" title="Direct link to Validate Stateful Functions">​</a></h3><p>Since Pulsar 2.1 release, Pulsar enables bookkeeper table service for stateful Pulsar functions (as a developer preview).</p><p>The following are instructions to validate counter functions.</p><ol><li>Create a wordcount function.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin functions create --function-config-file examples/example-function-config.yaml --jar examples/api-examples.jar --name word_count --className org.apache.pulsar.functions.api.examples.WordCountFunction --inputs test_wordcount_src --output test_wordcount_dest</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># &quot;Created successfully&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="2"><li>Get function information and status.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin functions get --tenant </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">test</span><span class="token plain"> --namespace test-namespace --name word_count</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output is similar as follows:</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;tenant&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;namespace&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test-namespace&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;name&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;word_count&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;className&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;org.apache.pulsar.functions.api.examples.WordCountFunction&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;inputSpecs&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;test_wordcount_src&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;isRegexPattern&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">false</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;output&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test_wordcount_dest&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;processingGuarantees&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;ATLEAST_ONCE&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;retainOrdering&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">false</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;userConfig&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;PublishTopic&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test_result&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;runtime&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;JAVA&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;autoAck&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;parallelism&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;resources&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;cpu&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1.0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;ram&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1073741824</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;disk&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">10737418240</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;cleanupSubscription&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin functions status --tenant </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">test</span><span class="token plain"> --namespace test-namespace --name word_count</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output is similar as follows:</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numInstances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numRunning&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;instances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;instanceId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;status&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;running&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;error&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numRestarts&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numReceived&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSuccessfullyProcessed&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numUserExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestUserExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;averageLatency&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0.0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;lastInvocationTime&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;workerId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;c-standalone-fw-localhost-8080&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="3"><li>Query the state table for the function: watching on a key called &quot;hello&quot;</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin functions querystate --tenant </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">test</span><span class="token plain"> --namespace test-namespace --name word_count -k hello -w</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># key &#x27;hello&#x27; doesn&#x27;t exist.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># key &#x27;hello&#x27; doesn&#x27;t exist.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># key &#x27;hello&#x27; doesn&#x27;t exist</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="4"><li>Produce the messages to source topic <code>test_wordcount_src</code>.</li></ol><p>Produce 10 messages &quot;hello&quot; to the <code>test_wordcount_src</code> topic. The value of &quot;hello&quot; is updated to 10.</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-client produce -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;hello&quot;</span><span class="token plain"> -n </span><span class="token number">10</span><span class="token plain"> test_wordcount_src</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Checkout the result in the terminal of step 3.</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;key&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;hello&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numberValue&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">10</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;version&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">9</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Produce another 10 messages &quot;hello&quot;. The result is updated to 20.</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-client produce -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;hello&quot;</span><span class="token plain"> -n </span><span class="token number">10</span><span class="token plain"> test_wordcount_src</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The result in the terminal of step 3 is updated to <code>20</code>.</p><div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;key&quot;: &quot;hello&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;numberValue&quot;: 20,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;version&quot;: 19</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" 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class="menu__link menu__link--sublist menu__link--sublist-caret" aria-expanded="false" href="/contribute/become-core-developer/">Committers</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_gTbr"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_VOVn"><div class="docItemContainer_Djhp"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_Z_bl" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Releases</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Verifying release candidates</span><meta itemprop="position" content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Verifying release candidates</h1></header><p>This page contains manual instructions for reviewing and verifying a release candidate.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="validate-the-binary-distribution">Validate the binary distribution<a href="#validate-the-binary-distribution" class="hash-link" aria-label="Direct link to Validate the binary distribution" title="Direct link to Validate the binary distribution">​</a></h2><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>There&#x27;s a bash script <a href="https://github.com/lhotari/pulsar-contributor-toolbox/blob/master/scripts/validate_pulsar_release.sh" target="_blank" rel="noopener noreferrer">validate_pulsar_release.sh</a> available for assisting in semi-automated validation for the following steps.</p></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="download-and-verify-the-binary-distributions">Download And Verify the binary distributions<a href="#download-and-verify-the-binary-distributions" class="hash-link" aria-label="Direct link to Download And Verify the binary distributions" title="Direct link to Download And Verify the binary distributions">​</a></h3><p>Download the server distribution <code>apache-pulsar-&lt;release&gt;-bin.tar.gz</code> and extract it. The extracted files are in a directory called <code>apache-pulsar-&lt;release&gt;</code>. All the operations below happen within that directory:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> apache-pulsar-</span><span class="token operator">&lt;</span><span class="token plain">release</span><span class="token operator">&gt;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Check the bookkeeper libs are complied on Linux:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">unzip</span><span class="token plain"> -t ./lib/org.apache.bookkeeper-circe-checksum-*.jar </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">grep</span><span class="token plain"> lib</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">unzip</span><span class="token plain"> -t ./lib/org.apache.bookkeeper-cpu-affinity-*.jar </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">grep</span><span class="token plain"> lib</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output should look like:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">testing: lib/                     OK</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">testing: lib/libcirce-checksum.so   OK</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">testing: lib/                     OK</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">testing: lib/libcpu-affinity.so   OK</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Download the Cassandra connector:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">mkdir</span><span class="token plain"> connectors</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">mv</span><span class="token plain"> pulsar-io-cassandra-</span><span class="token operator">&lt;</span><span class="token plain">release</span><span class="token operator">&gt;</span><span class="token plain">.nar connectors</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Download the <code>*.asc</code> file and verify the GPG signature:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">gpg --verify apache-pulsar-</span><span class="token operator">&lt;</span><span class="token plain">release</span><span class="token operator">&gt;</span><span class="token plain">-bin.tar.gz.asc</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="download-and-verify-the-source-tarball">Download And Verify the source tarball<a href="#download-and-verify-the-source-tarball" class="hash-link" aria-label="Direct link to Download And Verify the source tarball" title="Direct link to Download And Verify the source tarball">​</a></h3><p>Before you start to validate the source tarball, make sure you have installed these software:</p><ul><li>JDK 17 (for Pulsar version &gt;= 2.11) or JDK 11 (for earlier versions)</li><li>Maven 3.8.6 or later</li></ul><p>Download the source tarball and extract it. The extracted files are in a directory called <code>apache-pulsar-&lt;release&gt;-src</code></p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> apache-pulsar-</span><span class="token operator">&lt;</span><span class="token plain">release</span><span class="token operator">&gt;</span><span class="token plain">-src</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">mvn clean </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> -DskipTests</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="validate-pubsub-and-java-functions">Validate Pub/Sub and Java Functions<a href="#validate-pubsub-and-java-functions" class="hash-link" aria-label="Direct link to Validate Pub/Sub and Java Functions" title="Direct link to Validate Pub/Sub and Java Functions">​</a></h3><h4 class="anchor anchorWithStickyNavbar_LWe7" id="standalone-service">Standalone service<a href="#standalone-service" class="hash-link" aria-label="Direct link to Standalone service" title="Direct link to Standalone service">​</a></h4><p>Open a terminal to start a standalone service:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">PULSAR_STANDALONE_USE_ZOOKEEPER</span><span class="token operator">=</span><span class="token number">1</span><span class="token plain"> bin/pulsar standalone</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>When you start a standalone cluster, there are a few things to check.</p><ol><li>The standalone cluster is able to locate all the connectors. The following logging information should be displayed.</li></ol><div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">Found connector ConnectorDefinition(name=kinesis, description=Kinesis sink connector, sourceClass=null, sinkClass=org.apache.pulsar.io.kinesis.KinesisSink) from /Users/sijie/tmp/apache-pulsar-2.1.0-incubating/./connectors/pulsar-io-kinesis-2.1.0-incubating.nar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">...</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Found connector ConnectorDefinition(name=cassandra, description=Writes data into Cassandra, sourceClass=null, sinkClass=org.apache.pulsar.io.cassandra.CassandraStringSink) from /Users/sijie/tmp/apache-pulsar-2.1.0-incubating/./connectors/pulsar-io-cassandra-2.1.0-incubating.nar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">...</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">Found connector ConnectorDefinition(name=aerospike, description=Aerospike database sink, sourceClass=null, sinkClass=org.apache.pulsar.io.aerospike.AerospikeStringSink) from /Users/sijie/tmp/apache-pulsar-2.1.0-incubating/./connectors/pulsar-io-aerospike-2.1.0-incubating.nar</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="2"><li>(since Pulsar 2.1 release) The standalone starts bookkeeper table service. The output is similar as follows:</li></ol><div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">12:12:26.099 [main] INFO  org.apache.pulsar.zookeeper.LocalBookkeeperEnsemble - &#x27;default&#x27; namespace for table service : namespace_name: &quot;default&quot;</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">default_stream_conf {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key_type: HASH</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  min_num_ranges: 24</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  initial_num_ranges: 24</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  split_policy {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    fixed_range_policy {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      num_ranges: 2</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    }</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  }</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  rolling_policy {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    size_policy {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      max_segment_size: 134217728</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    }</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  }</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  retention_policy {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    time_policy {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      retention_minutes: -1</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    }</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  }</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="3"><li>Functions worker is started correctly. The output is similar as follows:</li></ol><div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">14:28:24.101 [main] INFO  org.apache.pulsar.functions.worker.WorkerService - Starting worker c-standalone-fw-localhost-8080...</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">14:28:24.907 [main] INFO  org.apache.pulsar.functions.worker.WorkerService - Worker Configs: {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;workerId&quot; : &quot;c-standalone-fw-localhost-8080&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;workerHostname&quot; : &quot;localhost&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;workerPort&quot; : 8080,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;workerPortTls&quot; : 6751,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;jvmGCMetricsLoggerClassName&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;numHttpServerThreads&quot; : 8,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;connectorsDirectory&quot; : &quot;./connectors&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;functionMetadataTopicName&quot; : &quot;metadata&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;functionWebServiceUrl&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;pulsarServiceUrl&quot; : &quot;pulsar://127.0.0.1:6650&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;pulsarWebServiceUrl&quot; : &quot;http://127.0.0.1:8080&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;clusterCoordinationTopicName&quot; : &quot;coordinate&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;pulsarFunctionsNamespace&quot; : &quot;public/functions&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;pulsarFunctionsCluster&quot; : &quot;standalone&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;numFunctionPackageReplicas&quot; : 1,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;downloadDirectory&quot; : &quot;/tmp/pulsar_functions&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;stateStorageServiceUrl&quot; : &quot;bk://127.0.0.1:4181&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;functionAssignmentTopicName&quot; : &quot;assignments&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;schedulerClassName&quot; : &quot;org.apache.pulsar.functions.worker.scheduler.RoundRobinScheduler&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;failureCheckFreqMs&quot; : 30000,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;rescheduleTimeoutMs&quot; : 60000,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;initialBrokerReconnectMaxRetries&quot; : 60,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;assignmentWriteMaxRetries&quot; : 60,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;instanceLivenessCheckFreqMs&quot; : 30000,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;clientAuthenticationPlugin&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;clientAuthenticationParameters&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;topicCompactionFrequencySec&quot; : 1800,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;tlsEnabled&quot; : true,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;tlsCertificateFilePath&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;tlsKeyFilePath&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;tlsTrustCertsFilePath&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;tlsAllowInsecureConnection&quot; : false,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;tlsRequireTrustedClientCertOnConnect&quot; : false,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;useTls&quot; : false,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;tlsHostnameVerificationEnable&quot; : false,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;authenticationEnabled&quot; : false,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;authenticationProviders&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;authorizationEnabled&quot; : false,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;superUserRoles&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;properties&quot; : { },</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;threadContainerFactory&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;processContainerFactory&quot; : {</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    &quot;javaInstanceJarLocation&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    &quot;pythonInstanceLocation&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    &quot;logDirectory&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    &quot;extraFunctionDependenciesDir&quot; : null</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  },</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;kubernetesContainerFactory&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;secretsProviderConfiguratorClassName&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;secretsProviderConfiguratorConfig&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;functionInstanceMinResources&quot; : null,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;workerWebAddress&quot; : &quot;http://localhost:8080&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;functionMetadataTopic&quot; : &quot;persistent://public/functions/metadata&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;clusterCoordinationTopic&quot; : &quot;persistent://public/functions/coordinate&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;functionAssignmentTopic&quot; : &quot;persistent://public/functions/assignments&quot;</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="4"><li>Do sanity check before moving to the next step.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># check pulsar binary port is listened correctly</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">netstat</span><span class="token plain"> -an </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">grep</span><span class="token plain"> </span><span class="token number">6650</span><span class="token plain"> </span><span class="token operator">|</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">grep</span><span class="token plain"> LISTEN</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># check function cluster</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">curl</span><span class="token plain"> -s http://localhost:8080/admin/v2/worker/cluster</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># example output:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># [{&quot;workerId&quot;:&quot;c-standalone-fw-localhost-6750&quot;,&quot;workerHostname&quot;:&quot;localhost&quot;,&quot;port&quot;:6750}]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># check brokers</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">curl</span><span class="token plain"> -s http://localhost:8080/admin/v2/namespaces/public</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># example outoupt:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># [&quot;public/default&quot;,&quot;public/functions&quot;]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># check connectors</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">curl</span><span class="token plain"> -s http://localhost:8080/admin/v2/functions/connectors</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># example output:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># [{&quot;name&quot;:&quot;aerospike&quot;,&quot;description&quot;:&quot;Aerospike database sink&quot;,&quot;sinkClass&quot;:&quot;org.apache.pulsar.io.aerospike.AerospikeStringSink&quot;},{&quot;name&quot;:&quot;cassandra&quot;,&quot;description&quot;:&quot;Writes data into Cassandra&quot;,&quot;sinkClass&quot;:&quot;org.apache.pulsar.io.cassandra.CassandraStringSink&quot;},{&quot;name&quot;:&quot;kafka&quot;,&quot;description&quot;:&quot;Kafka source and sink connector&quot;,&quot;sourceClass&quot;:&quot;org.apache.pulsar.io.kafka.KafkaStringSource&quot;,&quot;sinkClass&quot;:&quot;org.apache.pulsar.io.kafka.KafkaStringSink&quot;},{&quot;name&quot;:&quot;kinesis&quot;,&quot;description&quot;:&quot;Kinesis sink connector&quot;,&quot;sinkClass&quot;:&quot;org.apache.pulsar.io.kinesis.KinesisSink&quot;},{&quot;name&quot;:&quot;rabbitmq&quot;,&quot;description&quot;:&quot;RabbitMQ source connector&quot;,&quot;sourceClass&quot;:&quot;org.apache.pulsar.io.rabbitmq.RabbitMQSource&quot;},{&quot;name&quot;:&quot;twitter&quot;,&quot;description&quot;:&quot;Ingest data from Twitter firehose&quot;,&quot;sourceClass&quot;:&quot;org.apache.pulsar.io.twitter.TwitterFireHose&quot;}]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># check table services (Skip this step on 2.11.x or later)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">nc</span><span class="token plain"> -vz4 localhost </span><span class="token number">4181</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h4 class="anchor anchorWithStickyNavbar_LWe7" id="functions">Functions<a href="#functions" class="hash-link" aria-label="Direct link to Functions" title="Direct link to Functions">​</a></h4><p>Open another terminal to submit a Java Exclamation function.</p><ol><li>Create tenant and namespace:</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin tenants create </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">test</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin namespaces create test/test-namespace</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="2"><li>Create function.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin functions create --function-config-file examples/example-function-config.yaml --jar examples/api-examples.jar</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The following information is returned: <code>Created Successfully</code>.</p><ol start="3"><li>At the same terminal as step 2, retrieve the function configuration.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin functions get --tenant </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">test</span><span class="token plain"> --namespace test-namespace --name example</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output is similar as follows:</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;tenant&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;namespace&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test-namespace&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;name&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;example&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;className&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;org.apache.pulsar.functions.api.examples.ExclamationFunction&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;userConfig&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;{\&quot;PublishTopic\&quot;:\&quot;test_result\&quot;}&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;autoAck&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;parallelism&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;source&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;topicsToSerDeClassName&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;test_src&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;typeClassName&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;java.lang.String&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;sink&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;topic&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test_result&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;typeClassName&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;java.lang.String&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;resources&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="4"><li>At the same terminal as step 3, retrieve the function status.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin functions status --tenant </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">test</span><span class="token plain"> --namespace test-namespace --name example</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output is similar as follows:</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numInstances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numRunning&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;instances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;instanceId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;status&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;running&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;error&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numRestarts&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numReceived&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSuccessfullyProcessed&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numUserExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestUserExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;averageLatency&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0.0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;lastInvocationTime&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;workerId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;c-standalone-fw-localhost-8080&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="5"><li>At the same terminal as step 4, subscribe the output topic <code>test_result</code>.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-client consume -s test-sub -n </span><span class="token number">0</span><span class="token plain"> test_result</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="6"><li>Open a new terminal to produce messages into the input topic <code>test_src</code>.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-client produce -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test-messages-</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">`</span><span class="token string variable function" style="color:rgb(80, 250, 123);font-style:italic">date</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">`</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token plain"> -n </span><span class="token number">10</span><span class="token plain"> test_src</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="7"><li>At the terminal of step 5, the messages produced by the Exclamation function is returned. The output is similar as follows:</li></ol><div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">----- got message -----</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">test-messages-Thu Jul 19 11:59:15 PDT 2018!</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="validate-connectors">Validate Connectors<a href="#validate-connectors" class="hash-link" aria-label="Direct link to Validate Connectors" title="Direct link to Validate Connectors">​</a></h3><div class="theme-admonition theme-admonition-note alert alert--secondary admonition_LlT9"><div class="admonitionHeading_tbUL"><span class="admonitionIcon_kALy"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_S0QG"><p>Make sure you have docker available at your laptop. If you haven&#x27;t installed docker, you can skip this section.</p></div></div><ol><li>Set up a cassandra cluster.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> run -d --rm  --name</span><span class="token operator">=</span><span class="token plain">cassandra -p </span><span class="token number">9042</span><span class="token plain">:9042 cassandra:3.11</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Make sure that the cassandra cluster is running.</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># run docker ps to find the docker process for cassandra</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">ps</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># check if the cassandra is running as expected</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> logs cassandra</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># check the cluster status</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">exec</span><span class="token plain"> cassandra nodetool status</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Datacenter: datacenter1</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># =======================</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Status=Up/Down</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># |/ State=Normal/Leaving/Joining/Moving</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># --  Address     Load       Tokens       Owns (effective)  Host ID                               Rack</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># UN  172.17.0.2  103.67 KiB  256          100.0%            af0e4b2f-84e0-4f0b-bb14-bd5f9070ff26  rack1</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="2"><li>Create keyspace and table.</li></ol><p>Run <code>cqlsh</code>:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">exec</span><span class="token plain"> -ti cassandra cqlsh localhost</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>In the cqlsh, create the <code>pulsar_test_keyspace</code> keyspace and the <code>pulsar_test_table</code> table.</p><div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">cqlsh&gt; CREATE KEYSPACE pulsar_test_keyspace WITH replication = {&#x27;class&#x27;:&#x27;SimpleStrategy&#x27;, &#x27;replication_factor&#x27;:1};</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">cqlsh&gt; USE pulsar_test_keyspace;</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">cqlsh:pulsar_test_keyspace&gt; CREATE TABLE pulsar_test_table (key text PRIMARY KEY, col text);</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">cqlsh:pulsar_test_keyspace&gt; exit</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="3"><li>Prepare a cassandra sink yaml file and put it under examples directory as <code>cassandra-sink.yml</code>.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">vim</span><span class="token plain"> examples/cassandra-sink.yml</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The content should be:</p><div class="language-yaml codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-yaml codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token key atrule">configs</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token key atrule">roots</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;localhost:9042&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token key atrule">keyspace</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;pulsar_test_keyspace&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token key atrule">columnFamily</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;pulsar_test_table&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token key atrule">keyname</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;key&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token key atrule">columnName</span><span class="token punctuation" style="color:rgb(248, 248, 242)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;col&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="4"><li>Submit a cassandra sink.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin sink create --tenant public --namespace default --name cassandra-test-sink --sink-type cassandra --sink-config-file examples/cassandra-sink.yml --inputs test_cassandra</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># &quot;Created successfully&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Get the sink info:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin sink get --tenant public --namespace default --name cassandra-test-sink</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output is similar as follows:</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;tenant&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;public&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;namespace&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;default&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;name&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;cassandra-test-sink&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;className&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;org.apache.pulsar.io.cassandra.CassandraStringSink&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;inputSpecs&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;test_cassandra&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;isRegexPattern&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">false</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;configs&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;roots&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;localhost:9042&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;keyspace&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;pulsar_test_keyspace&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;columnFamily&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;pulsar_test_table&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;keyname&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;key&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;columnName&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;col&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;parallelism&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;processingGuarantees&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;ATLEAST_ONCE&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;retainOrdering&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">false</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;autoAck&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;archive&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;builtin://cassandra&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Get the running status:</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin sink status --tenant public --namespace default --name cassandra-test-sink</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output is similar as follows:</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numInstances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numRunning&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;instances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;instanceId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;status&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;running&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;error&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numRestarts&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numReadFromPulsar&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSinkExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestSinkExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numWrittenToSink&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;lastReceivedTime&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;workerId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;c-standalone-fw-localhost-8080&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="5"><li>Produce messages to the source topic.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">for</span><span class="token plain"> </span><span class="token for-or-select variable" style="color:rgb(189, 147, 249);font-style:italic">i</span><span class="token plain"> </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">in</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">..</span><span class="token number">10</span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">;</span><span class="token plain"> </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">do</span><span class="token plain"> bin/pulsar-client produce -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;key-</span><span class="token string variable" style="color:rgb(189, 147, 249);font-style:italic">$i</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;</span><span class="token plain"> -n </span><span class="token number">1</span><span class="token plain"> test_cassandra</span><span class="token punctuation" style="color:rgb(248, 248, 242)">;</span><span class="token plain"> </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">done</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="6"><li>Check the sink status, and 11 messages are processed.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin sink status --tenant public --namespace default --name cassandra-test-sink</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output is similar as follows:</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numInstances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numRunning&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;instances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;instanceId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;status&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;running&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;error&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numRestarts&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numReadFromPulsar&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">11</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSinkExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestSinkExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numWrittenToSink&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">11</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;lastReceivedTime&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1554833501277</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;workerId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;c-standalone-fw-localhost-8080&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="7"><li>Check results in cassandra.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">exec</span><span class="token plain"> -ti cassandra cqlsh localhost</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>In the cqlsh session:</p><div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">cqlsh&gt; use pulsar_test_keyspace;</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">cqlsh:pulsar_test_keyspace&gt; select * from pulsar_test_table;</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"> key    | col</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">--------+--------</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-5 |  key-5</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-0 |  key-0</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-9 |  key-9</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-2 |  key-2</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-1 |  key-1</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-3 |  key-3</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-6 |  key-6</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-7 |  key-7</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-4 |  key-4</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  key-8 |  key-8</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"> key-10 | key-10</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">(11 rows)</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">cqlsh:pulsar_test_keyspace&gt; exit</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="8"><li>Delete the sink.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin sink delete --tenant public --namespace default --name cassandra-test-sink</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># &quot;Deleted successfully&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="9"><li>Stop the Cassandra container</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">docker</span><span class="token plain"> stop cassandra</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="validate-stateful-functions">Validate Stateful Functions<a href="#validate-stateful-functions" class="hash-link" aria-label="Direct link to Validate Stateful Functions" title="Direct link to Validate Stateful Functions">​</a></h3><p>Since Pulsar 2.1 release, Pulsar enables bookkeeper table service for stateful Pulsar functions (as a developer preview).</p><p>The following are instructions to validate counter functions.</p><ol><li>Create a wordcount function.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin functions create --function-config-file examples/example-function-config.yaml --jar examples/api-examples.jar --name word_count --className org.apache.pulsar.functions.api.examples.WordCountFunction --inputs test_wordcount_src --output test_wordcount_dest</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># &quot;Created successfully&quot;</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="2"><li>Get function information and status.</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin functions get --tenant </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">test</span><span class="token plain"> --namespace test-namespace --name word_count</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output is similar as follows:</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;tenant&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;namespace&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test-namespace&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;name&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;word_count&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;className&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;org.apache.pulsar.functions.api.examples.WordCountFunction&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;inputSpecs&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;test_wordcount_src&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;isRegexPattern&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">false</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;output&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test_wordcount_dest&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;processingGuarantees&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;ATLEAST_ONCE&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;retainOrdering&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">false</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;userConfig&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;PublishTopic&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;test_result&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;runtime&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;JAVA&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;autoAck&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;parallelism&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;resources&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;cpu&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1.0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;ram&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1073741824</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;disk&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">10737418240</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;cleanupSubscription&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin functions status --tenant </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">test</span><span class="token plain"> --namespace test-namespace --name word_count</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The output is similar as follows:</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numInstances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numRunning&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">1</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;instances&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;instanceId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token property">&quot;status&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;running&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token boolean">true</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;error&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numRestarts&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numReceived&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSuccessfullyProcessed&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numUserExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestUserExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;numSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;latestSystemExceptions&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;averageLatency&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0.0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;lastInvocationTime&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">      </span><span class="token property">&quot;workerId&quot;</span><span class="token plain"> </span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;c-standalone-fw-localhost-8080&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="3"><li>Query the state table for the function: watching on a key called &quot;hello&quot;</li></ol><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-admin functions querystate --tenant </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">test</span><span class="token plain"> --namespace test-namespace --name word_count -k hello -w</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># key &#x27;hello&#x27; doesn&#x27;t exist.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># key &#x27;hello&#x27; doesn&#x27;t exist.</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># key &#x27;hello&#x27; doesn&#x27;t exist</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><ol start="4"><li>Produce the messages to source topic <code>test_wordcount_src</code>.</li></ol><p>Produce 10 messages &quot;hello&quot; to the <code>test_wordcount_src</code> topic. The value of &quot;hello&quot; is updated to 10.</p><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-client produce -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;hello&quot;</span><span class="token plain"> -n </span><span class="token number">10</span><span class="token plain"> test_wordcount_src</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Checkout the result in the terminal of step 3.</p><div class="language-json codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-json codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token punctuation" style="color:rgb(248, 248, 242)">{</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;key&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;hello&quot;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;numberValue&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">10</span><span class="token punctuation" style="color:rgb(248, 248, 242)">,</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  </span><span class="token property">&quot;version&quot;</span><span class="token operator">:</span><span class="token plain"> </span><span class="token number">9</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">}</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Produce another 10 messages &quot;hello&quot;. The result is updated to 20.</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">bin/pulsar-client produce -m </span><span class="token string" style="color:rgb(255, 121, 198)">&quot;hello&quot;</span><span class="token plain"> -n </span><span class="token number">10</span><span class="token plain"> test_wordcount_src</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The result in the terminal of step 3 is updated to <code>20</code>.</p><div class="language-text codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;key&quot;: &quot;hello&quot;,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;numberValue&quot;: 20,</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">  &quot;version&quot;: 19</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" 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diff --git a/content/docs/3.2.x/admin-api-features/index.html b/content/docs/3.2.x/admin-api-features/index.html
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diff --git a/content/docs/3.2.x/admin-api-get-started/index.html b/content/docs/3.2.x/admin-api-get-started/index.html
index 2882077..bf70d9c 100644
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diff --git a/content/docs/3.2.x/admin-api-namespaces/index.html b/content/docs/3.2.x/admin-api-namespaces/index.html
index f624560..88dd521 100644
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diff --git a/content/docs/3.2.x/admin-api-non-partitioned-topics/index.html b/content/docs/3.2.x/admin-api-non-partitioned-topics/index.html
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diff --git a/content/docs/3.2.x/admin-api-overview/index.html b/content/docs/3.2.x/admin-api-overview/index.html
index ca615e0..82a90ac 100644
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@@ -17,8 +17,8 @@
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diff --git a/content/docs/3.2.x/admin-api-tenants/index.html b/content/docs/3.2.x/admin-api-tenants/index.html
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diff --git a/content/docs/3.2.x/administration-isolation-broker/index.html b/content/docs/3.2.x/administration-isolation-broker/index.html
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\ No newline at end of file
diff --git a/content/docs/3.2.x/administration-isolation/index.html b/content/docs/3.2.x/administration-isolation/index.html
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         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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\ No newline at end of file
diff --git a/content/docs/3.2.x/administration-load-balance/index.html b/content/docs/3.2.x/administration-load-balance/index.html
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\ No newline at end of file
diff --git a/content/docs/3.2.x/administration-metadata-store/index.html b/content/docs/3.2.x/administration-metadata-store/index.html
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 </html>
\ No newline at end of file
diff --git a/content/docs/3.2.x/administration-proxy/index.html b/content/docs/3.2.x/administration-proxy/index.html
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+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
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\ No newline at end of file
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index 4422dbb..cf1fddb 100644
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\ No newline at end of file
diff --git a/content/docs/3.2.x/concepts-multiple-advertised-listeners/index.html b/content/docs/3.2.x/concepts-multiple-advertised-listeners/index.html
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diff --git a/content/docs/3.2.x/concepts-overview/index.html b/content/docs/3.2.x/concepts-overview/index.html
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diff --git a/content/docs/3.2.x/concepts-proxy-sni-routing/index.html b/content/docs/3.2.x/concepts-proxy-sni-routing/index.html
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\ No newline at end of file
diff --git a/content/docs/3.2.x/concepts-replication/index.html b/content/docs/3.2.x/concepts-replication/index.html
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         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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\ No newline at end of file
diff --git a/content/docs/3.2.x/concepts-throttling/index.html b/content/docs/3.2.x/concepts-throttling/index.html
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diff --git a/content/docs/3.2.x/concepts-tiered-storage/index.html b/content/docs/3.2.x/concepts-tiered-storage/index.html
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+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
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\ No newline at end of file
diff --git a/content/docs/3.2.x/concepts-topic-compaction/index.html b/content/docs/3.2.x/concepts-topic-compaction/index.html
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@@ -17,8 +17,8 @@
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@@ -65,7 +65,7 @@
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index 506298f..df86cd6 100644
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@@ -17,8 +17,8 @@
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diff --git a/content/docs/3.2.x/getting-started-helm/index.html b/content/docs/3.2.x/getting-started-helm/index.html
index 3564d98..6963774 100644
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\ No newline at end of file
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\ No newline at end of file
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\ No newline at end of file
diff --git a/content/docs/3.2.x/security-authorization/index.html b/content/docs/3.2.x/security-authorization/index.html
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\ No newline at end of file
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diff --git a/content/docs/next/admin-api-namespaces/index.html b/content/docs/next/admin-api-namespaces/index.html
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+++ b/content/docs/next/admin-api-namespaces/index.html
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\ No newline at end of file
diff --git a/content/docs/next/admin-api-non-partitioned-topics/index.html b/content/docs/next/admin-api-non-partitioned-topics/index.html
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+++ b/content/docs/next/admin-api-non-partitioned-topics/index.html
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 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
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+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
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\ No newline at end of file
diff --git a/content/docs/next/admin-api-non-persistent-topics/index.html b/content/docs/next/admin-api-non-persistent-topics/index.html
index fb0a060..486c84b 100644
--- a/content/docs/next/admin-api-non-persistent-topics/index.html
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+<script src="/assets/js/main.e07a0c68.js"></script>
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\ No newline at end of file
diff --git a/content/docs/next/admin-api-overview/index.html b/content/docs/next/admin-api-overview/index.html
index d3ae351..a962d40 100644
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+++ b/content/docs/next/admin-api-overview/index.html
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
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\ No newline at end of file
diff --git a/content/docs/next/admin-api-packages/index.html b/content/docs/next/admin-api-packages/index.html
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         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/docs/next/admin-api-partitioned-topics/index.html b/content/docs/next/admin-api-partitioned-topics/index.html
index a25495e..758941e 100644
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+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
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@@ -65,7 +65,7 @@
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/docs/next/admin-api-permissions/index.html b/content/docs/next/admin-api-permissions/index.html
index dd7ada1..22a2fcd 100644
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+++ b/content/docs/next/admin-api-permissions/index.html
@@ -17,8 +17,8 @@
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-<link rel="preload" href="/assets/js/runtime~main.c1d6156c.js" as="script">
-<link rel="preload" href="/assets/js/main.4188360c.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
+<link rel="preload" href="/assets/js/main.e07a0c68.js" as="script">
 </head>
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 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
@@ -66,7 +66,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/docs/next/admin-api-persistent-topics/index.html b/content/docs/next/admin-api-persistent-topics/index.html
index d750863..24bdc01 100644
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+++ b/content/docs/next/admin-api-persistent-topics/index.html
@@ -17,8 +17,8 @@
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-<link rel="preload" href="/assets/js/main.4188360c.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
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 </head>
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@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/docs/next/admin-api-schemas/index.html b/content/docs/next/admin-api-schemas/index.html
index aef00cd..7584d16 100644
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+++ b/content/docs/next/admin-api-schemas/index.html
@@ -17,8 +17,8 @@
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+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
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 </head>
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@@ -66,7 +66,7 @@
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/docs/next/admin-api-tenants/index.html b/content/docs/next/admin-api-tenants/index.html
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-<link rel="preload" href="/assets/js/runtime~main.c1d6156c.js" as="script">
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+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
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 </head>
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@@ -67,7 +67,7 @@
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diff --git a/content/docs/next/admin-api-tools/index.html b/content/docs/next/admin-api-tools/index.html
index 84c4ba8..aab79da 100644
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diff --git a/content/docs/next/admin-api-topics/index.html b/content/docs/next/admin-api-topics/index.html
index bbacbe3..802a8a1 100644
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+<script src="/assets/js/main.e07a0c68.js"></script>
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diff --git a/content/docs/next/admin-api-transactions/index.html b/content/docs/next/admin-api-transactions/index.html
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diff --git a/content/docs/next/admin-api-tutorial/index.html b/content/docs/next/admin-api-tutorial/index.html
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+<script src="/assets/js/main.e07a0c68.js"></script>
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diff --git a/content/docs/next/admin-api-use-cases/index.html b/content/docs/next/admin-api-use-cases/index.html
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\ No newline at end of file
diff --git a/content/docs/next/administration-anti-affinity-namespaces/index.html b/content/docs/next/administration-anti-affinity-namespaces/index.html
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\ No newline at end of file
diff --git a/content/docs/next/administration-geo/index.html b/content/docs/next/administration-geo/index.html
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+<script src="/assets/js/main.e07a0c68.js"></script>
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diff --git a/content/docs/next/administration-isolation-bookie/index.html b/content/docs/next/administration-isolation-bookie/index.html
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+<script src="/assets/js/main.e07a0c68.js"></script>
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\ No newline at end of file
diff --git a/content/docs/next/administration-isolation-broker/index.html b/content/docs/next/administration-isolation-broker/index.html
index ed712b8..c0999a0 100644
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 </head>
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\ No newline at end of file
diff --git a/content/docs/next/administration-isolation/index.html b/content/docs/next/administration-isolation/index.html
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diff --git a/content/docs/next/administration-load-balance/index.html b/content/docs/next/administration-load-balance/index.html
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\ No newline at end of file
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\ No newline at end of file
diff --git a/content/docs/next/administration-pulsar-manager/index.html b/content/docs/next/administration-pulsar-manager/index.html
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\ No newline at end of file
diff --git a/content/docs/next/administration-pulsar-shell/index.html b/content/docs/next/administration-pulsar-shell/index.html
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index 8e103ce..c69624e 100644
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diff --git a/content/docs/next/client-libraries-java-initialize/index.html b/content/docs/next/client-libraries-java-initialize/index.html
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diff --git a/content/docs/next/client-libraries-node-configs/index.html b/content/docs/next/client-libraries-node-configs/index.html
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diff --git a/content/docs/next/client-libraries-node-initialize/index.html b/content/docs/next/client-libraries-node-initialize/index.html
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diff --git a/content/docs/next/client-libraries-node-setup/index.html b/content/docs/next/client-libraries-node-setup/index.html
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diff --git a/content/docs/next/cookbooks-deduplication/index.html b/content/docs/next/cookbooks-deduplication/index.html
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diff --git a/content/docs/next/cookbooks-encryption/index.html b/content/docs/next/cookbooks-encryption/index.html
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+<script src="/assets/js/main.e07a0c68.js"></script>
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\ No newline at end of file
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\ No newline at end of file
diff --git a/content/docs/next/cookbooks-partitioned/index.html b/content/docs/next/cookbooks-partitioned/index.html
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diff --git a/content/docs/next/getting-started-helm/index.html b/content/docs/next/getting-started-helm/index.html
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diff --git a/content/docs/next/helm-install/index.html b/content/docs/next/helm-install/index.html
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+<script src="/assets/js/main.e07a0c68.js"></script>
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diff --git a/content/docs/next/helm-overview/index.html b/content/docs/next/helm-overview/index.html
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+<script src="/assets/js/main.e07a0c68.js"></script>
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diff --git a/content/docs/next/helm-prepare/index.html b/content/docs/next/helm-prepare/index.html
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\ No newline at end of file
diff --git a/content/docs/next/helm-tools/index.html b/content/docs/next/helm-tools/index.html
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+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
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\ No newline at end of file
diff --git a/content/docs/next/helm-upgrade/index.html b/content/docs/next/helm-upgrade/index.html
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 </head>
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diff --git a/content/docs/next/how-to-landing/index.html b/content/docs/next/how-to-landing/index.html
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diff --git a/content/docs/next/index.html b/content/docs/next/index.html
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diff --git a/content/docs/next/reference-pulsar-admin/index.html b/content/docs/next/reference-pulsar-admin/index.html
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\ No newline at end of file
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\ No newline at end of file
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diff --git a/content/docs/next/security-token-admin/index.html b/content/docs/next/security-token-admin/index.html
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diff --git a/content/docs/next/sql-deployment-configurations/index.html b/content/docs/next/sql-deployment-configurations/index.html
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diff --git a/content/docs/next/txn-advanced-features/index.html b/content/docs/next/txn-advanced-features/index.html
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\ No newline at end of file
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diff --git a/content/docs/next/txn-what/index.html b/content/docs/next/txn-what/index.html
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\ No newline at end of file
diff --git a/content/docs/next/txn-why/index.html b/content/docs/next/txn-why/index.html
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@@ -68,7 +68,7 @@
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diff --git a/content/docs/next/window-functions-context/index.html b/content/docs/next/window-functions-context/index.html
index 989c6cd..b8743ee 100644
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diff --git a/content/ecosystem/index.html b/content/ecosystem/index.html
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\ No newline at end of file
diff --git a/content/events/index.html b/content/events/index.html
index 8317a38..be694c3 100644
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@@ -65,7 +65,7 @@
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\ No newline at end of file
diff --git a/content/features/index.html b/content/features/index.html
index 4bff8b4..070b4da 100644
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+++ b/content/features/index.html
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@@ -65,7 +65,7 @@
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diff --git a/content/functions-rest-api/index.html b/content/functions-rest-api/index.html
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@@ -65,7 +65,7 @@
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 </body>
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\ No newline at end of file
diff --git a/content/index.html b/content/index.html
index 3ab3cb5..c619634 100644
--- a/content/index.html
+++ b/content/index.html
@@ -17,8 +17,8 @@
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@@ -265,7 +265,7 @@
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\ No newline at end of file
diff --git a/content/lookup-rest-api/index.html b/content/lookup-rest-api/index.html
index 43d1328..e36d081 100644
--- a/content/lookup-rest-api/index.html
+++ b/content/lookup-rest-api/index.html
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@@ -65,7 +65,7 @@
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diff --git a/content/release-notes/versioned/client-java-2.6.1/index.html b/content/release-notes/versioned/client-java-2.6.1/index.html
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diff --git a/content/release-notes/versioned/client-java-2.6.3/index.html b/content/release-notes/versioned/client-java-2.6.3/index.html
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diff --git a/content/release-notes/versioned/client-java-2.9.5/index.html b/content/release-notes/versioned/client-java-2.9.5/index.html
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diff --git a/content/release-notes/versioned/client-websocket-2.7.1/index.html b/content/release-notes/versioned/client-websocket-2.7.1/index.html
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diff --git a/content/release-notes/versioned/pulsar-2.11.0/index.html b/content/release-notes/versioned/pulsar-2.11.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-go-0.1.1/index.html b/content/release-notes/versioned/pulsar-client-go-0.1.1/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-go-0.5.0/index.html b/content/release-notes/versioned/pulsar-client-go-0.5.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-go-0.6.0/index.html b/content/release-notes/versioned/pulsar-client-go-0.6.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-go-0.7.0/index.html b/content/release-notes/versioned/pulsar-client-go-0.7.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-go-0.8.0/index.html b/content/release-notes/versioned/pulsar-client-go-0.8.0/index.html
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
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diff --git a/content/release-notes/versioned/pulsar-client-go-0.8.1/index.html b/content/release-notes/versioned/pulsar-client-go-0.8.1/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-go-0.9.0/index.html b/content/release-notes/versioned/pulsar-client-go-0.9.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-node-1.0.0/index.html b/content/release-notes/versioned/pulsar-client-node-1.0.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-node-1.1.0/index.html b/content/release-notes/versioned/pulsar-client-node-1.1.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-node-1.2.0/index.html b/content/release-notes/versioned/pulsar-client-node-1.2.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-node-1.3.0/index.html b/content/release-notes/versioned/pulsar-client-node-1.3.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-node-1.3.1/index.html b/content/release-notes/versioned/pulsar-client-node-1.3.1/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-node-1.3.2/index.html b/content/release-notes/versioned/pulsar-client-node-1.3.2/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-node-1.4.0/index.html b/content/release-notes/versioned/pulsar-client-node-1.4.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-node-1.4.1/index.html b/content/release-notes/versioned/pulsar-client-node-1.4.1/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-node-1.5.0/index.html b/content/release-notes/versioned/pulsar-client-node-1.5.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-node-1.8.2/index.html b/content/release-notes/versioned/pulsar-client-node-1.8.2/index.html
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diff --git a/content/release-notes/versioned/pulsar-client-node-1.9.0/index.html b/content/release-notes/versioned/pulsar-client-node-1.9.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-cs-0.10.0/index.html b/content/release-notes/versioned/pulsar-cs-0.10.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-cs-0.10.1/index.html b/content/release-notes/versioned/pulsar-cs-0.10.1/index.html
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diff --git a/content/release-notes/versioned/pulsar-cs-0.11.0/index.html b/content/release-notes/versioned/pulsar-cs-0.11.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-cs-0.9.6/index.html b/content/release-notes/versioned/pulsar-cs-0.9.6/index.html
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diff --git a/content/release-notes/versioned/pulsar-cs-1.0.0/index.html b/content/release-notes/versioned/pulsar-cs-1.0.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-cs-1.0.1/index.html b/content/release-notes/versioned/pulsar-cs-1.0.1/index.html
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diff --git a/content/release-notes/versioned/pulsar-cs-1.1.0/index.html b/content/release-notes/versioned/pulsar-cs-1.1.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-cs-1.1.1/index.html b/content/release-notes/versioned/pulsar-cs-1.1.1/index.html
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diff --git a/content/release-notes/versioned/pulsar-cs-2.0.0/index.html b/content/release-notes/versioned/pulsar-cs-2.0.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-cs-2.0.1/index.html b/content/release-notes/versioned/pulsar-cs-2.0.1/index.html
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diff --git a/content/release-notes/versioned/pulsar-cs-2.1.0/index.html b/content/release-notes/versioned/pulsar-cs-2.1.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-cs-2.2.0/index.html b/content/release-notes/versioned/pulsar-cs-2.2.0/index.html
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diff --git a/content/release-notes/versioned/pulsar-cs-2.3.0/index.html b/content/release-notes/versioned/pulsar-cs-2.3.0/index.html
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diff --git a/content/security/CVE-2021-22160/index.html b/content/security/CVE-2021-22160/index.html
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+<script src="/assets/js/main.e07a0c68.js"></script>
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diff --git a/content/security/CVE-2022-33683/index.html b/content/security/CVE-2022-33683/index.html
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
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 </html>
\ No newline at end of file
diff --git a/content/security/CVE-2022-33684/index.html b/content/security/CVE-2022-33684/index.html
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 </head>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
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 </html>
\ No newline at end of file
diff --git a/content/security/CVE-2022-34321/index.html b/content/security/CVE-2022-34321/index.html
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
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 </html>
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diff --git a/content/security/CVE-2023-30428/index.html b/content/security/CVE-2023-30428/index.html
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-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/security/CVE-2023-30429/index.html b/content/security/CVE-2023-30429/index.html
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 </head>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/security/CVE-2023-31007/index.html b/content/security/CVE-2023-31007/index.html
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 </head>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/security/CVE-2023-37544/index.html b/content/security/CVE-2023-37544/index.html
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+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
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 </head>
 <body class="navigation-with-keyboard">
 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/security/CVE-2023-37579/index.html b/content/security/CVE-2023-37579/index.html
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+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
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 </head>
 <body class="navigation-with-keyboard">
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/security/CVE-2023-51437/index.html b/content/security/CVE-2023-51437/index.html
index 071f019..0580311 100644
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@@ -17,8 +17,8 @@
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-<link rel="preload" href="/assets/js/main.4188360c.js" as="script">
+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
+<link rel="preload" href="/assets/js/main.e07a0c68.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
@@ -69,7 +69,7 @@
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/security/CVE-2024-27135/index.html b/content/security/CVE-2024-27135/index.html
index c057840..9c344d6 100644
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@@ -17,8 +17,8 @@
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+<link rel="preload" href="/assets/js/runtime~main.1d0ed2a7.js" as="script">
+<link rel="preload" href="/assets/js/main.e07a0c68.js" as="script">
 </head>
 <body class="navigation-with-keyboard">
 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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 </html>
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diff --git a/content/security/CVE-2024-27317/index.html b/content/security/CVE-2024-27317/index.html
index 565d580..0eb6150 100644
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+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/security/CVE-2024-27894/index.html b/content/security/CVE-2024-27894/index.html
index e6f074c..bc0bbb8 100644
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@@ -70,7 +70,7 @@
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+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/security/CVE-2024-28098/index.html b/content/security/CVE-2024-28098/index.html
index 1215efd..2f96d87 100644
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\ No newline at end of file
diff --git a/content/security/CVE-2024-29834/index.html b/content/security/CVE-2024-29834/index.html
index 4df2b0e..c8350f0 100644
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/security/index.html b/content/security/index.html
index 9f909d3..7054715 100644
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-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/sink-rest-api/index.html b/content/sink-rest-api/index.html
index 0915bd4..af96a4d 100644
--- a/content/sink-rest-api/index.html
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/source-rest-api/index.html b/content/source-rest-api/index.html
index 0d707e1..38a7d75 100644
--- a/content/source-rest-api/index.html
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 </head>
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-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/team/index.html b/content/team/index.html
index fc278c6..69e1065 100644
--- a/content/team/index.html
+++ b/content/team/index.html
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 </head>
 <body class="navigation-with-keyboard">
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@@ -65,7 +65,7 @@
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/transactions-rest-api/index.html b/content/transactions-rest-api/index.html
index e1c9a4d..56df73d 100644
--- a/content/transactions-rest-api/index.html
+++ b/content/transactions-rest-api/index.html
@@ -17,8 +17,8 @@
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 </head>
 <body class="navigation-with-keyboard">
 <script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}return t}()||function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}(),document.documentElement.setAttribute("data-announcement-bar-initially-dismissed",function(){try{return"true"===localStorage.getItem("docusaurus.announcement.dismiss")}catch(t){}return!1}())</script><div id="__docusaurus">
@@ -65,7 +65,7 @@
         <p>Apache Pulsar is available under the Apache License, version 2.0. Apache Pulsar is an open-source, distributed messaging and streaming platform built for the cloud.</p>
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
-<script src="/assets/js/main.4188360c.js"></script>
+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/use-cases/index.html b/content/use-cases/index.html
index 61ecd16..7dd1e25 100644
--- a/content/use-cases/index.html
+++ b/content/use-cases/index.html
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 </head>
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@@ -65,7 +65,7 @@
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       </div></div></div></footer></div>
-<script src="/assets/js/runtime~main.c1d6156c.js"></script>
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+<script src="/assets/js/runtime~main.1d0ed2a7.js"></script>
+<script src="/assets/js/main.e07a0c68.js"></script>
 </body>
 </html>
\ No newline at end of file
diff --git a/content/versions/index.html b/content/versions/index.html
index d1faa39..af449f9 100644
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+++ b/content/versions/index.html
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@@ -65,7 +65,7 @@
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