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Posted to commits@submarine.apache.org by pi...@apache.org on 2021/08/26 08:38:51 UTC
[submarine-site] branch asf-site updated: Deploy website - based on
f7d4c9ed2c03edfe0715c0cbcabdf46e13bee6e9
This is an automated email from the ASF dual-hosted git repository.
pingsutw pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/submarine-site.git
The following commit(s) were added to refs/heads/asf-site by this push:
new 8f71569 Deploy website - based on f7d4c9ed2c03edfe0715c0cbcabdf46e13bee6e9
8f71569 is described below
commit 8f7156927205cd649c153b9aa8b948a1185507a6
Author: pingsutw <pi...@apache.org>
AuthorDate: Thu Aug 26 08:38:40 2021 +0000
Deploy website - based on f7d4c9ed2c03edfe0715c0cbcabdf46e13bee6e9
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img/workspace/workspace-project-step1.png | Bin 0 -> 215256 bytes
img/workspace/workspace-project-step2-blank.png | Bin 0 -> 140145 bytes
img/workspace/workspace-project-step2-git.png | Bin 0 -> 212974 bytes
img/workspace/workspace-project-step2-template.png | Bin 0 -> 159251 bytes
img/workspace/workspace-project-step2-upload.png | Bin 0 -> 138045 bytes
img/workspace/workspace-project-step3.png | Bin 0 -> 181445 bytes
img/workspace/workspace-project.png | Bin 0 -> 312940 bytes
index.html | 38 +++++-----
lunr-index.json | 2 +-
main.417f9500.js | 2 -
main.5ab91245.js | 2 +
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runtime~main.05fe139f.js | 1 -
runtime~main.a2030d33.js | 1 +
search-doc.json | 2 +-
sitemap.xml | 2 +-
styles.058db332.css => styles.39775f96.css | 2 +-
styles.2c7de434.js => styles.d88ea4fd.js | 2 +-
versions/index.html | 32 +++++++++
418 files changed, 4640 insertions(+), 2439 deletions(-)
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</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># A simple script to get information about mount points and pids and their</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># mount namespaces.</span><span class="toke [...]
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</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">MOUNTS</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token variable" style="color:rgb(191, 199, 213)">`</span><span class="token variable function" style="color:rgb(130, 170, 255)">find</span><span class="token variable" style="color:rgb(191, 199, 213)"> /proc/*/mounts </span><span [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"> -z </span><span class="token string" style="color:rgb(195, 232, 141)">"</span><span class="token string variable" style="color:rgb(191, 199, 213)">$MOUNTS</span><span class="token string" style="color:rgb(195, 232, 141)">"</span><span class="token plain"> </span><span class="token punctuat [...]
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+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/5f165a74.a7b49731.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">// choose a database</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">use ${target_database};</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">// list all tables</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">show tables;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">// list the data in the table</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">select * from ${target_table};</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h1><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="run-submarine-workbench-without-docker"></a>Run Subm [...]
path of workbench/lib for the first time. Or you can add parameter, getMysqlJar,
-to get MySQL jar automatically.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">cd submarine</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">./bin/submarine-daemon.sh start getMysqlJar</span></div> [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/bf08320e.e23728f3.js"></script>
+to get MySQL jar automatically.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">cd submarine</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">./bin/submarine-daemon.sh start getMysqlJar</span></div> [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/5f165a74.a7b49731.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/adminDocs/yarn/workbench/README.zh-CN/index.html b/docs/adminDocs/yarn/workbench/README.zh-CN/index.html
index 115f604..a68cd7f 100644
--- a/docs/adminDocs/yarn/workbench/README.zh-CN/index.html
+++ b/docs/adminDocs/yarn/workbench/README.zh-CN/index.html
@@ -5,34 +5,36 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">README.zh-CN | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"> [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
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-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/389ecd94.796c35c7.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">README.zh-CN | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6.0"><met [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/6088480f.cf3138d4.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/389ecd94.796c35c7.js"></script>
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/6088480f.cf3138d4.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/adminDocs/yarn/workbench/README/index.html b/docs/adminDocs/yarn/workbench/README/index.html
index c2b5f3c..48c5ef5 100644
--- a/docs/adminDocs/yarn/workbench/README/index.html
+++ b/docs/adminDocs/yarn/workbench/README/index.html
@@ -5,35 +5,37 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">README | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"><meta [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/5a22443f.111e4b63.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">README | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6.0"><meta data [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/ab5e246a.cd54a585.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
-Data scientists can interactively access notebooks, submit/manage jobs, manage models, create model training workflows, access data sets, and more through Submarine Workbench.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="register"></a>Register<a class="hash-link" href="#register" title="Direct link to heading">#</a></h2><p>Everyone who needs to use Submarine for machine learning algorithm development can log in to Submarine Workbench's WEB homepa [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/5a22443f.111e4b63.js"></script>
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+Data scientists can interactively access notebooks, submit/manage jobs, manage models, create model training workflows, access data sets, and more through Submarine Workbench.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="register"></a>Register<a class="hash-link" href="#register" title="Direct link to heading">#</a></h2><p>Everyone who needs to use Submarine for machine learning algorithm development can log in to Submarine Workbench's WEB homepa [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/ab5e246a.cd54a585.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/adminDocs/yarn/workbench/notebook/setup-jupyter/index.html b/docs/adminDocs/yarn/workbench/notebook/setup-jupyter/index.html
index 4561c92..5aca5f1 100644
--- a/docs/adminDocs/yarn/workbench/notebook/setup-jupyter/index.html
+++ b/docs/adminDocs/yarn/workbench/notebook/setup-jupyter/index.html
@@ -5,38 +5,40 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">setup-jupyter | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current" [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/7103e683.00ee8b7e.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">setup-jupyter | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6.0"><me [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/c28aed56.679429af.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
forward to the kind nodes. Please refer to <a href="https://kind.sigs.k8s.io/docs/user/configuration/#extra-mounts" target="_blank" rel="noopener noreferrer">kind configuration</a>
for more details.</p><p>You need to create a kind config file. The following is an example :</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">kind: Cluster</span></div><div class="token-line" style="color:#bfc7d5"><span class="token p [...]
In this <a target="_blank" href="/assets/files/jupyter-b412bca5cd2199cfea640f5453431d9d.yaml">example yaml</a>, we use <a href="https://hub.docker.com/r/jupyter/minimal-notebook/" target="_blank" rel="noopener noreferrer">jupyter/minimal-notebook</a>
-to make a single notebook running on the kind node.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl apply -f jupyter.yaml --namespace submarine</span></div></div></div><button type="button" aria-label="Copy code to clipboard" [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/7103e683.00ee8b7e.js"></script>
+to make a single notebook running on the kind node.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl apply -f jupyter.yaml --namespace submarine</span></div></div></div><button type="button" aria-label="Copy code to clipboard" [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/c28aed56.679429af.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/api/environment/index.html b/docs/api/environment/index.html
index b1f59e2..a904b64 100644
--- a/docs/api/environment/index.html
+++ b/docs/api/environment/index.html
@@ -5,36 +5,38 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Environment REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-c [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
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-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/2f44017d.2bdfd72d.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Environment REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6 [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
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+<link rel="preload" href="/55d1900a.14d9b72f.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
future releases.</p></blockquote><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="create-environment"></a>Create Environment<a class="hash-link" href="#create-environment" title="Direct link to heading">#</a></h2><p><code>POST /api/v1/environment</code></p><p><strong>Example Request</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh codeBlock_tuNs thin-scrollbar"><div class="codeBlock [...]
-"name" of EnvironmentSpec is not supported.</p></blockquote><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="delete-environment"></a>Delete environment<a class="hash-link" href="#delete-environment" title="Direct link to heading">#</a></h3><p><code>GET /api/v1/environment/{name}</code></p><p><strong>Example Request:</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh codeBloc [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/2f44017d.2bdfd72d.js"></script>
+"name" of EnvironmentSpec is not supported.</p></blockquote><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="delete-environment"></a>Delete environment<a class="hash-link" href="#delete-environment" title="Direct link to heading">#</a></h3><p><code>GET /api/v1/environment/{name}</code></p><p><strong>Example Request:</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh codeBloc [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/55d1900a.14d9b72f.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/api/experiment-template/index.html b/docs/api/experiment-template/index.html
index d0faa28..51bba05 100644
--- a/docs/api/experiment-template/index.html
+++ b/docs/api/experiment-template/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Experiment Template REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-d [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/4726afa6.9fce028f.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Experiment Template REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-def [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/f6956115.f3846a18.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
future releases.</p></blockquote><p>Developers can register a parameterized experiment as an experiment template,
For example, if the developer wants to change the following "--learning_rate=0.1" to parameters.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-json codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token property">"experimentSpec"</span><span class="token operator" style="color:rgb(1 [...]
value; default value
@@ -29,18 +30,19 @@ required: Indicates whether the user must enter parameters, when required is tru
description: Introduction of this parameter</p><p>Users can use existing experiment templates and adjust the default value to create experiments.
After the user submits the experiment template, the submarine server finds the corresponding template based on the name. And the template handler converts input parameters to an actual experiment, such as a distributed TF experiment.</p><p>The "replicas", "cpu", "memory" of resources will be automatically parameterized, so developers do not need to add them.
For example, if there are "Ps" and "Worker" under spec, the following parameters will be automatically appended.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">spec.Ps.replicas</span></div><div class="token-line" [...]
-"name" of experiment template is not supported.</p></blockquote><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="delete-template"></a>Delete template<a class="hash-link" href="#delete-template" title="Direct link to heading">#</a></h3><p><code>GET /api/v1/template/{name}</code></p><p><strong>Example Request:</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh codeBlock_tuNs t [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/4726afa6.9fce028f.js"></script>
+"name" of experiment template is not supported.</p></blockquote><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="delete-template"></a>Delete template<a class="hash-link" href="#delete-template" title="Direct link to heading">#</a></h3><p><code>GET /api/v1/template/{name}</code></p><p><strong>Example Request:</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh codeBlock_tuNs t [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
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+<script src="/17896441.e477da64.js"></script>
+<script src="/f6956115.f3846a18.js"></script>
</body>
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diff --git a/docs/api/experiment/index.html b/docs/api/experiment/index.html
index 5f0b0e2..a770cc8 100644
--- a/docs/api/experiment/index.html
+++ b/docs/api/experiment/index.html
@@ -5,35 +5,37 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Experiment REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-cu [...]
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Experiment REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6. [...]
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-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
-future releases.</p></blockquote><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="create-experiment-using-anonymousembedded-environment"></a>Create Experiment (Using Anonymous/Embedded Environment)<a class="hash-link" href="#create-experiment-using-anonymousembedded-environment" title="Direct link to heading">#</a></h2><p><code>POST /api/v1/experiment</code></p><p><strong>Example Request</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent [...]
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-<script src="/80453470.5346cac0.js"></script>
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+future releases.</p></blockquote><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="create-experiment-using-anonymousembedded-environment"></a>Create Experiment (Using Anonymous/Embedded Environment)<a class="hash-link" href="#create-experiment-using-anonymousembedded-environment" title="Direct link to heading">#</a></h2><p><code>POST /api/v1/experiment</code></p><p><strong>Example Request</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent [...]
+<script src="/styles.d88ea4fd.js"></script>
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diff --git a/docs/api/notebook/index.html b/docs/api/notebook/index.html
index 48a57d4..2438046 100644
--- a/docs/api/notebook/index.html
+++ b/docs/api/notebook/index.html
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<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Notebook REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-curr [...]
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-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/a0524152.4af97458.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Notebook REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6.0" [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
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<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
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-<script src="/a0524152.4af97458.js"></script>
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
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diff --git a/docs/community/HowToCommit/index.html b/docs/community/HowToCommit/index.html
index 6bae941..a6768be 100644
--- a/docs/community/HowToCommit/index.html
+++ b/docs/community/HowToCommit/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Guide for Apache Submarine Committers | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" conten [...]
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-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/a5ca038b.1d8ef7b3.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Guide for Apache Submarine Committers | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content= [...]
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<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
credits page. This requires changing the site source in
<a href="https://github.com/apache/submarine-site/blob/master/community/member.md" target="_blank" rel="noopener noreferrer">https://github.com/apache/submarine-site/blob/master/community/member.md</a>. Once done,
update the Submarine website as described
@@ -44,18 +45,19 @@ should first be rejected, and a new patch should be attached by the committer
for review.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="commit-individual-patches"></a>Commit individual patches<a class="hash-link" href="#commit-individual-patches" title="Direct link to heading">#</a></h2><p>Submarine uses git for source code version control. The writable repo is at -
<a href="https://gitbox.apache.org/repos/asf/submarine.git" target="_blank" rel="noopener noreferrer">https://gitbox.apache.org/repos/asf/submarine.git</a></p><p>It is strongly recommended to use the cicd script to merge the PRs.
See the instructions at
-<a href="https://github.com/apache/submarine/tree/master/dev-support/cicd" target="_blank" rel="noopener noreferrer">https://github.com/apache/submarine/tree/master/dev-support/cicd</a></p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="adding-contributors-role"></a>Adding Contributors role<a class="hash-link" href="#adding-contributors-role" title="Direct link to heading">#</a></h2><p>There are three roles (Administrators, Committers, Contributors) in the [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
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-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/a5ca038b.1d8ef7b3.js"></script>
+<a href="https://github.com/apache/submarine/tree/master/dev-support/cicd" target="_blank" rel="noopener noreferrer">https://github.com/apache/submarine/tree/master/dev-support/cicd</a></p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="adding-contributors-role"></a>Adding Contributors role<a class="hash-link" href="#adding-contributors-role" title="Direct link to heading">#</a></h2><p>There are three roles (Administrators, Committers, Contributors) in the [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
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+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/abb6be53.3a6bcda3.js"></script>
</body>
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diff --git a/docs/community/README/index.html b/docs/community/README/index.html
index 6cf0784..74e44fb 100644
--- a/docs/community/README/index.html
+++ b/docs/community/README/index.html
@@ -5,37 +5,39 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Apache Submarine Community | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-def [...]
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-<link rel="preload" href="/bf894ff2.f2ccbd34.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Apache Submarine Community | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defau [...]
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+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
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</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
for usage questions, help, and announcements.</li><li><a href="https://lists.apache.org/list.html?dev@submarine.apache.org" target="_blank" rel="noopener noreferrer">Dev</a> : <a href="mailto:dev-subscribe@submarine.apache.org" target="_blank" rel="noopener noreferrer">subscribe</a>, <a href="mailto:dev-unsubscribe@submarine.apache.org" target="_blank" rel="noopener noreferrer">unsubscribe</a>, <a href="https://lists.apache.org/list.html?dev@submarine.apache.org" target="_blank" rel="noo [...]
for people wanting to contribute to the project.</li><li><a href="https://lists.apache.org/list.html?commits@submarine.apache.org" target="_blank" rel="noopener noreferrer">Commits</a> : <a href="mailto:commits-subscribe@submarine.apache.org" target="_blank" rel="noopener noreferrer">subscribe</a>, <a href="mailto:commits-unsubscribe@submarine.apache.org" target="_blank" rel="noopener noreferrer">unsubscribe</a>, <a href="https://lists.apache.org/list.html?commits@submarine.apache.org" t [...]
-for commit messages and patches.</li></ul><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="license"></a>License<a class="hash-link" href="#license" title="Direct link to heading">#</a></h2><p>Submarine source code is under the Apache 2.0 license. See the <a href="https://github.com/apache/submarine/blob/master/LICENSE" target="_blank" rel="noopener noreferrer">LICENSE</a> file for details.</p></div></article><div class="margin-vert--xl"><div class="row"><div [...]
-<script src="/styles.2c7de434.js"></script>
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-<script src="/bf894ff2.f2ccbd34.js"></script>
+for commit messages and patches.</li></ul><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="license"></a>License<a class="hash-link" href="#license" title="Direct link to heading">#</a></h2><p>Submarine source code is under the Apache 2.0 license. See the <a href="https://github.com/apache/submarine/blob/master/LICENSE" target="_blank" rel="noopener noreferrer">LICENSE</a> file for details.</p></div></article><div class="margin-vert--xl"><div class="row"><div [...]
+<script src="/styles.d88ea4fd.js"></script>
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diff --git a/docs/community/contributing/index.html b/docs/community/contributing/index.html
index cdbb6b3..0b37947 100644
--- a/docs/community/contributing/index.html
+++ b/docs/community/contributing/index.html
@@ -5,41 +5,43 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">How To Contribute to Submarine | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs [...]
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-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
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-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/61cc1a3d.fa9a7bcb.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">How To Contribute to Submarine | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-d [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
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</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Don't push to the upstream master.</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">git remote set-url --push upstream no_push</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Check upstream/origin:</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># origin git@github.com:${USERNAME}/submarine.git (fetch)</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># origin git@github.com:${USERNAME}/submarine.git (push)</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># upstrea [...]
<img alt="jira_number_example" src="/assets/images/jira_number_example-9d86e8dd3b72d9d9c2adddfbffc00a54.png"></li></ul><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="step4-create-a-local-branch-for-your-contribution"></a>Step4: Create a local branch for your contribution<a class="hash-link" href="#step4-create-a-local-branch-for-your-contribution" title="Direct link to heading">#</a></h3><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><di [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Make your local master up-to-date</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">git checkout master</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">git fetch upstream </span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">git rebase upstream/master</span></div><div class="token-line" style="color:#bf [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Create a new branch fro issue SUBMARINE-${jira_number}</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">git checkout -b SUBMARINE-${jira_number}</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Example: git checkout -b SUBMARINE-748 </span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="step5-develop--create-commits"></a>Step5: Develop & Create commits<a class="hash-link" href="#step5-develop--create-commits" title="Direct link to head [...]
-<img alt="compare_pull_request_button" src="/assets/images/compare_pull_request_button-a5c8f7a7ebda5fad45d1d9e6ca8ed58a.png"></li></ul><h4><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="pull-request-template"></a>Pull Request template<a class="hash-link" href="#pull-request-template" title="Direct link to heading">#</a></h4><ul><li><a href="https://github.com/apache/submarine/blob/bd7578cc28f8280f9170938d4469fcc965e24a89/.github/PULL_REQUEST_TEMPLATE" target=" [...]
-<script src="/styles.2c7de434.js"></script>
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-<script src="/61cc1a3d.fa9a7bcb.js"></script>
+<img alt="compare_pull_request_button" src="/assets/images/compare_pull_request_button-a5c8f7a7ebda5fad45d1d9e6ca8ed58a.png"></li></ul><h4><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="pull-request-template"></a>Pull Request template<a class="hash-link" href="#pull-request-template" title="Direct link to heading">#</a></h4><ul><li><a href="https://github.com/apache/submarine/blob/bd7578cc28f8280f9170938d4469fcc965e24a89/.github/PULL_REQUEST_TEMPLATE" target=" [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/a658e4e7.b3a6003f.js"></script>
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diff --git a/docs/designDocs/architecture-and-requirements/index.html b/docs/designDocs/architecture-and-requirements/index.html
index b69e496..1d9167e 100644
--- a/docs/designDocs/architecture-and-requirements/index.html
+++ b/docs/designDocs/architecture-and-requirements/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Architecture and Requirment | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-de [...]
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-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/e3af4e10.73533088.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Architecture and Requirment | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defa [...]
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<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
<strong>Answer to that:</strong> Industries have open sourced many algorithm libraries, tools, and even pre-trained models so that data scientists can directly reuse these building blocks to hook up to their data without knowing intricate details inside these algorithms and models. </p></li><li><p>It was not easy to achieve "WYSIWYG, what you see is what you get" from IDEs: not easy to get output, visualization, troubleshooting experiences at the same place.
<strong>Answer to that:</strong> Notebooks concept was added to this picture, notebook brought the experiences of interactive coding, sharing, visualization, debugging under the same user interface. There're popular open-source notebooks like Apache Zeppelin/Jupyter.</p></li><li><p>It was not easy to manage dependencies: ML applications can run on one machine is hard to deploy on another machine because it has lots of libraries dependencies.
<strong>Answer to that:</strong> Containerization becomes popular and a standard to packaging dependencies to make it easier to "build once, run anywhere". </p></li><li><p>Fragmented tools, libraries were hard for ML engineers to learn. Experiences learned in one company are not naturally migratable to another company.
@@ -37,18 +38,19 @@
3) Experiments should not bind to one resource management platform (K8s/YARN).</p><h4><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="type-of-experiments"></a>Type of experiments<a class="hash-link" href="#type-of-experiments" title="Direct link to heading">#</a></h4><p><img src="/assets/images/experiments-7a09831687ecbc0e1dcf01b0c6f45445.png"></p><p>There're two types of experiments:
<code>Adhoc experiments</code>: which includes a Python/R/notebook, or even an adhoc Tensorflow/PyTorch task, etc. </p><p><code>Predefined experiment library</code>: This is specialized experiments, which including developed libraries such as CTR, BERT, etc. Users are only required to specify a few parameters such as input, output, hyper parameters, etc. Instead of worrying about where's training script/dependencies located.</p><h4><a aria-hidden="true" tabindex="-1" class="anchor e [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +--------------------Submarine Server-----------------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> | +---------+ +---------+ +----------+ +----------+ +------------+|</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> | |Data set | |Notebooks| |Experiment| |Models | |Servings ||</span></div><div cla [...]
-</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> (You can use http://stable.ascii-flow.appspot.com/#Draw</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> to draw such diagrams)</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p><code>Compute Resource Manager</code> Helps to manage compute resources on-prem/on-cloud, this mod [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
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-<script src="/c4f5d8e4.50d8dd6f.js"></script>
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-<script src="/e3af4e10.73533088.js"></script>
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> (You can use http://stable.ascii-flow.appspot.com/#Draw</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> to draw such diagrams)</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p><code>Compute Resource Manager</code> Helps to manage compute resources on-prem/on-cloud, this mod [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
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diff --git a/docs/designDocs/environments-implementation/index.html b/docs/designDocs/environments-implementation/index.html
index 5f2f5bc..b71bb3f 100644
--- a/docs/designDocs/environments-implementation/index.html
+++ b/docs/designDocs/environments-implementation/index.html
@@ -5,39 +5,41 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Environments Implementation | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-de [...]
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Environments Implementation | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defa [...]
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<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +-------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> |+-----------------+|</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> || Python=3.7 ||</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> || Tensorflow=2.0 ||</span></div><div class="token-line" style="colo [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +-------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> |+-----------------+| +------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> || Python=3.7 || |User1 |</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> || Tensorflow=2 [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"><Include whatever base-libraries like CUDA, etc.></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"><Make sure conda (with our preferred version) is installed></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"><Make sure Jupyter (with our preferred version) is installed></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
-</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># This is just a sample of Dockerfile, users can do more customizations if needed</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">ENTRYPOINT ["/submarine-bootstrap.sh"]</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p>When Submarine Server (this is implementation detail of Su [...]
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-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
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-<script src="/a7e506f8.77ed3057.js"></script>
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># This is just a sample of Dockerfile, users can do more customizations if needed</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">ENTRYPOINT ["/submarine-bootstrap.sh"]</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p>When Submarine Server (this is implementation detail of Su [...]
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+<script src="/main.5ab91245.js"></script>
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diff --git a/docs/designDocs/experiment-implementation/index.html b/docs/designDocs/experiment-implementation/index.html
index d77c164..f628330 100644
--- a/docs/designDocs/experiment-implementation/index.html
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<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Experiment Implementation | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defa [...]
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-<link rel="preload" href="/17896441.35908643.js" as="script">
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Experiment Implementation | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defaul [...]
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+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
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<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +---------------------------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +----------+ | Experiment Tasks |</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> |Run | | |</span></div><div class="token-line" style="color:#bfc7d5"><span class=" [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># This environment can be different from notebook's own environment</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">environment = create_environment {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> DockerImage = "ubuntu:16",</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> Co [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +------------Submarine Server -----------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +--------------+ | +-----------------+ |</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> |Client |+------->|Experimment Mgr | [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +-----------------+ +------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> |Template XYZ | | XYZ Template |</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> | |+---------------> | Handler |</span></div><div class="token-line" style="color:#bfc [...]
-</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +-----------------+ +------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> |Template XYZ | | XYZ Template |</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> | |+---------------> | Handler |</span></div><div class="token-line" style="color:#bfc [...]
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-<script src="/cbf00e67.0f8a7c6d.js"></script>
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +-----------------+ +------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> |Template XYZ | | XYZ Template |</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> | |+---------------> | Handler |</span></div><div class="token-line" style="color:#bfc [...]
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+<script src="/runtime~main.a2030d33.js"></script>
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+<script src="/1.c7b5cbdc.js"></script>
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</body>
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diff --git a/docs/designDocs/implementation-notes/index.html b/docs/designDocs/implementation-notes/index.html
index 6a9e634..6500139 100644
--- a/docs/designDocs/implementation-notes/index.html
+++ b/docs/designDocs/implementation-notes/index.html
@@ -5,34 +5,36 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Implementation Notes | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-c [...]
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-<link rel="preload" href="/63f0eece.699ee37d.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Implementation Notes | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6 [...]
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</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
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-<script src="/63f0eece.699ee37d.js"></script>
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
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+<script src="/main.5ab91245.js"></script>
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+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/9e593273.eadcd593.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/designDocs/notebook-implementation/index.html b/docs/designDocs/notebook-implementation/index.html
index b4ab70b..ee29602 100644
--- a/docs/designDocs/notebook-implementation/index.html
+++ b/docs/designDocs/notebook-implementation/index.html
@@ -5,35 +5,37 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Notebook Implementation | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defaul [...]
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-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Notebook Implementation | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default- [...]
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-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Security Implementation | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defaul [...]
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diff --git a/docs/designDocs/wip-designs/submarine-clusterServer/index.html b/docs/designDocs/wip-designs/submarine-clusterServer/index.html
index 8331d66..ce3ea92 100644
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<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Cluster Server Design - High-Availability | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" co [...]
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<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
algorithm development, job scheduling, model online services, model batch, and incremental updates. </p><p>In addition to the high availability of big data and machine learning frameworks,
the high availability of Submarine Server and Workbench Server itself is a key consideration.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="requirement"></a>Requirement<a class="hash-link" href="#requirement" title="Direct link to heading">#</a></h2><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="cluster-metadata-center"></a>Cluster Metadata Center<a class="hash-link" href="#cluster-metadata-center" title="Direct link to [...]
but it should be noted that metadata is only suitable for storing small amounts of data and cannot be used to replace data storage.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="service-discovery"></a>Service discovery<a class="hash-link" href="#service-discovery" title="Direct link to heading">#</a></h3><p>By storing the information of the service or process in the metadata center, we can easily find the information of the service or process we need i [...]
@@ -44,18 +45,19 @@ If it times out, it considers that the service or process is abnormally unavaila
Multiple submarine server groups are built into distributed clusters by using the Raft algorithm in submarine server.
The Raft algorithm is involved by atomix lib of atomix that has passed Jepsen consistency verification.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="synchronize-workbench-notes"></a>Synchronize workbench notes<a class="hash-link" href="#synchronize-workbench-notes" title="Direct link to heading">#</a></h3><p>In cluster mode, the user creates, modifies, and deletes the note on any of the servers.
All need to be notified to all the servers in the cluster to synchronize the update of Notebook.
-Failure to do so will result in the user not being able to continue while switching to another server.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="listen-for-note-update-events"></a>Listen for note update events<a class="hash-link" href="#listen-for-note-update-events" title="Direct link to heading">#</a></h3><p>Listen for the NEW_NOTE, DEL_NOTE, REMOVE_NOTE_TO_TRASH ... event of the notebook in the NotebookServer#onMessage() function.</p><h3><a aria [...]
-<script src="/styles.2c7de434.js"></script>
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-<script src="/b60f7df5.4393b34e.js"></script>
+Failure to do so will result in the user not being able to continue while switching to another server.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="listen-for-note-update-events"></a>Listen for note update events<a class="hash-link" href="#listen-for-note-update-events" title="Direct link to heading">#</a></h3><p>Listen for the NEW_NOTE, DEL_NOTE, REMOVE_NOTE_TO_TRASH ... event of the notebook in the NotebookServer#onMessage() function.</p><h3><a aria [...]
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diff --git a/docs/designDocs/wip-designs/submarine-launcher/index.html b/docs/designDocs/wip-designs/submarine-launcher/index.html
index 9b26aaa..2805563 100644
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+++ b/docs/designDocs/wip-designs/submarine-launcher/index.html
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<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Submarine Launcher | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-cur [...]
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Submarine Launcher | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6.0 [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
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<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
These applications are characterized by rapid and frequent build, release, and deployment.
Combined with the features of cloud computing, they are decoupled from the underlying hardware and operating system,
and can easily meet the requirements of scalability, availability, and portability. And provide better economy.</p><p>In the enterprise data center, submarine can support k8s/yarn/docker three resource scheduling systems;
@@ -39,18 +40,19 @@ Submarine cluster management will automatically maintain the relationship betwee
By using this interface, you can run the submarine server, and workspace in k8s / yarn / docker / AWS / GCE / Azure.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="launcher-on-docker"></a>Launcher On Docker<a class="hash-link" href="#launcher-on-docker" title="Direct link to heading">#</a></h3><p>In order to allow some small and medium-sized users without k8s/yarn to use submarine,
we support running the submarine system in docker mode.</p><p>Users only need to provide several servers with docker runtime environment.
The submarine system can automatically cluster these servers into clusters, manage all the hardware resources of the cluster,
-and run the service or workspace container in this cluster through scheduling algorithms.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="launcher-on-kubernetes"></a>Launcher On Kubernetes<a class="hash-link" href="#launcher-on-kubernetes" title="Direct link to heading">#</a></h3><p>submarine operator</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="launcher-on-yarn"></a>Launcher On Yarn<a class="hash-link" href="#launche [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
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+and run the service or workspace container in this cluster through scheduling algorithms.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="launcher-on-kubernetes"></a>Launcher On Kubernetes<a class="hash-link" href="#launcher-on-kubernetes" title="Direct link to heading">#</a></h3><p>submarine operator</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="launcher-on-yarn"></a>Launcher On Yarn<a class="hash-link" href="#launche [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/f8f6d32b.fadaaae5.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/devDocs/BuildFromCode/index.html b/docs/devDocs/BuildFromCode/index.html
index 0ea99b6..53b9a2c 100644
--- a/docs/devDocs/BuildFromCode/index.html
+++ b/docs/devDocs/BuildFromCode/index.html
@@ -5,37 +5,39 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">How to Build Submarine | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/97b312ed.9cb22e49.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">How to Build Submarine | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0 [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/d46271b0.34f5cf71.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
Usually this needs to rename and push to a proper Docker registry.</p></blockquote><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">mvn clean package -DskipTests</span></div></div></div><button type="button" aria-label="Copy code to clipboard [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Check Maven Wrapper</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">./mvnw -version</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
-</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Replace 'mvn' with 'mvnw'. Example:</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">./mvnw clean package -DskipTests</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://githu [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/97b312ed.9cb22e49.js"></script>
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Replace 'mvn' with 'mvnw'. Example:</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">./mvnw clean package -DskipTests</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://githu [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/d46271b0.34f5cf71.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/devDocs/Dependencies/index.html b/docs/devDocs/Dependencies/index.html
index 94710f4..d2010c9 100644
--- a/docs/devDocs/Dependencies/index.html
+++ b/docs/devDocs/Dependencies/index.html
@@ -5,34 +5,36 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Dependencies for Submarine | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-def [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/72f8d982.619e37c4.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Dependencies for Submarine | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defau [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/3593fe0f.a78c2c37.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/72f8d982.619e37c4.js"></script>
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/3593fe0f.a78c2c37.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/devDocs/Development/index.html b/docs/devDocs/Development/index.html
index 394e8ef..03f9a30 100644
--- a/docs/devDocs/Development/index.html
+++ b/docs/devDocs/Development/index.html
@@ -5,39 +5,41 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Development Guide | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-curr [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/897bc7ae.a54b355b.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Development Guide | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6.0" [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/cce3422b.b7226862.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># run docker build</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">./dev-support/docker-images/submarine/build.sh</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># exit minikube docker daemon</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">eval</span><span class="token plain"> </span><span class="token variable" style="color:rgb(191, [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># run docker build</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">./dev-support/docker-images/database/build.sh</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># exit minikube docker daemon</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">eval</span><span class="token plain"> </span><span class="token variable" style="color:rgb(191, [...]
-</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Method2 -- use port-forwarding</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl port-forward --address </span><span class="token number" style="color:rgb(247, 140, 108)">0.0</span><span class="token plain">.0.0 -n submarine-user-test service/t [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/897bc7ae.a54b355b.js"></script>
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Method2 -- use port-forwarding</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl port-forward --address </span><span class="token number" style="color:rgb(247, 140, 108)">0.0</span><span class="token plain">.0.0 -n submarine-user-test service/t [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/cce3422b.b7226862.js"></script>
</body>
</html>
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diff --git a/docs/devDocs/IntegrationTestE2E/index.html b/docs/devDocs/IntegrationTestE2E/index.html
index 97f23fb..2492542 100644
--- a/docs/devDocs/IntegrationTestE2E/index.html
+++ b/docs/devDocs/IntegrationTestE2E/index.html
@@ -5,36 +5,38 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">How to Run Frontend Integration Test | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content [...]
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">How to Run Frontend Integration Test | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content=" [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
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<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
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+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
If your Submarine workbench is running on 127.0.0.1:4200, you should modify the <strong>WORKBENCH_PORT</strong> to 4200.</p></blockquote><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># a [...]
-</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Method 2:</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">mvn clean </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> -U</span></div></div></div><button type="button" aria-label="Copy code t [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
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-<script src="/b9b5b6b9.87d0de3e.js"></script>
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Method 2:</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">mvn clean </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> -U</span></div></div></div><button type="button" aria-label="Copy code t [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
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+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/31912795.c2ee7194.js"></script>
</body>
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\ No newline at end of file
diff --git a/docs/devDocs/IntegrationTestK8s/index.html b/docs/devDocs/IntegrationTestK8s/index.html
index ce979b8..36f70a2 100644
--- a/docs/devDocs/IntegrationTestK8s/index.html
+++ b/docs/devDocs/IntegrationTestK8s/index.html
@@ -5,34 +5,36 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">How to Run Integration K8s Test | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="doc [...]
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-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
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-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/b3da5595.b43cadf3.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">How to Run Integration K8s Test | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs- [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
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+<link rel="preload" href="/446ff6dc.e207dda2.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
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-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/b3da5595.b43cadf3.js"></script>
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/446ff6dc.e207dda2.js"></script>
</body>
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\ No newline at end of file
diff --git a/docs/devDocs/README/index.html b/docs/devDocs/README/index.html
index 0f642f1..98bc296 100644
--- a/docs/devDocs/README/index.html
+++ b/docs/devDocs/README/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Project Architecture | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-c [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/ee8d19c0.79d9f260.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Project Architecture | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6 [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
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+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
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+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/fa8b9269.b81f9ea0.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
experience all the functions of Submarine in a single docker environment, while
mini-submarine also provides developers with a development and testing
environment, Avoid the hassle of installing and deploying the runtime
@@ -29,18 +30,19 @@ environment.</li><li><strong>submarine-installer</strong>: submarine-installer i
environment installation tool for yarn-3.1+ and above.By using
submarine-installer, it is easy to install and deploy system services such as
<code>docker</code>, <code>nvidia-docker</code>, <code>nvidia driver</code>, <code>ETCD</code>, <code>Calico network</code> etc.
-required by yarn-3.1+.</li></ul></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/devDocs/README.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 40 40" class="iconEdit_2LL7"><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. [...]
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-<script src="/17896441.35908643.js"></script>
-<script src="/ee8d19c0.79d9f260.js"></script>
+required by yarn-3.1+.</li></ul></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/versioned_docs/version-0.6.0/devDocs/README.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 40 40" class="iconEdit_2LL7"><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 [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/fa8b9269.b81f9ea0.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/download/index.html b/docs/download/index.html
index 869f66b..4bc6bda 100644
--- a/docs/download/index.html
+++ b/docs/download/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Download Apache Submarine | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defa [...]
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-<link rel="preload" href="/f9e23376.ae385d7b.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Download Apache Submarine | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defaul [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
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+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
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-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
<a href="https://www.apache.org/dyn/closer.cgi/submarine/submarine-0.5.0/submarine-dist-0.5.0-hadoop-2.9.tar.gz" target="_blank" rel="noopener noreferrer">submarine-dist-0.5.0-hadoop-2.9.tar.gz</a> (505 MB, <a href="https://www.apache.org/dist/submarine/submarine-0.5.0/submarine-dist-0.5.0-hadoop-2.9.tar.gz.sha512" target="_blank" rel="noopener noreferrer">checksum</a>, <a href="https://www.apache.org/dist/submarine/submarine-0.5.0/submarine-dist-0.5.0-hadoop-2.9.tar.gz.asc" target="_bla [...]
<a href="https://www.apache.org/dyn/closer.cgi/submarine/submarine-0.5.0/submarine-dist-0.5.0-src.tar.gz" target="_blank" rel="noopener noreferrer">submarine-dist-0.5.0-src.tar.gz</a> (5.0 MB, <a href="https://www.apache.org/dist/submarine/submarine-0.5.0/submarine-dist-0.5.0-src.tar.gz.sha512" target="_blank" rel="noopener noreferrer">checksum</a>, <a href="https://www.apache.org/dist/submarine/submarine-0.5.0/submarine-dist-0.5.0-src.tar.gz.asc" target="_blank" rel="noopener noreferrer [...]
<a href="https://www.apache.org/dyn/closer.cgi/submarine/submarine-0.4.0/submarine-dist-0.4.0-hadoop-2.9.tar.gz" target="_blank" rel="noopener noreferrer">submarine-dist-0.4.0-hadoop-2.9.tar.gz</a> (550 MB,
@@ -51,18 +52,19 @@
<a href="https://hadoop.apache.org/docs/r3.2.0/index.html" target="_blank" rel="noopener noreferrer">Announcement</a>)</p></li><li><p>Source:
<a href="https://www.apache.org/dyn/closer.cgi/hadoop/common/hadoop-3.2.0/hadoop-3.2.0-src.tar.gz" target="_blank" rel="noopener noreferrer">submarine-hadoop-3.2.0-src.tar.gz</a> (1.1 MB,
<a href="https://www.apache.org/dist/hadoop/common/hadoop-3.2.0/hadoop-3.2.0-src.tar.gz.mds" target="_blank" rel="noopener noreferrer">checksum</a>,
-<a href="https://www.apache.org/dist/hadoop/common/hadoop-3.2.0/hadoop-3.2.0-src.tar.gz.asc" target="_blank" rel="noopener noreferrer">signature</a>)</p></li></ul></li></ul></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/download.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 4 [...]
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-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/f9e23376.ae385d7b.js"></script>
+<a href="https://www.apache.org/dist/hadoop/common/hadoop-3.2.0/hadoop-3.2.0-src.tar.gz.asc" target="_blank" rel="noopener noreferrer">signature</a>)</p></li></ul></li></ul></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/versioned_docs/version-0.6.0/download.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" r [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
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+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/c5a80c58.8b818fc2.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/ecosystem/kaldi/RunningDistributedThchs30KaldiJobs/index.html b/docs/ecosystem/kaldi/RunningDistributedThchs30KaldiJobs/index.html
index cf5b69a..0f4031a 100644
--- a/docs/ecosystem/kaldi/RunningDistributedThchs30KaldiJobs/index.html
+++ b/docs/ecosystem/kaldi/RunningDistributedThchs30KaldiJobs/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">RunningDistributedThchs30KaldiJobs | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content=" [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
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-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/6d147207.e7f2bcdf.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">RunningDistributedThchs30KaldiJobs | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="do [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
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+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/a86c7af5.73fe21a9.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Dependent on registrydns, you must fill in < your RegistryDNSIP> in resolv.conf</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">yarn jar /usr/local/matrix/share/hadoop/yarn/${SUBMARINE_VERSION}.jar \</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">job run --name kaldi-thchs30-distributed \</span></div><div class="token-line" [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">Postfix is now set up with a default configuration. If you need to make</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">changes, edit</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">/etc/postfix/main.cf (and others) as needed. To view Postfix configuration</span></div><div class="token-line" style="color:#bfc7d5"><span class="token [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">After modifying main.cf, be sure to run '/etc/init.d/postfix reload'.</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
@@ -31,18 +32,19 @@
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">After modifying main.cf, be sure to run '/etc/init.d/postfix reload'.</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">Running newaliases</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">invoke-rc.d: could not determine current runlevel</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">invoke-rc.d: policy-rc.d denied execution of restart.</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">Setting up bsd-mailx (8.1.2-0.20 [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">Creating config file /etc/default/gridengine with new version</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">Setting up gridengine-client (6.2u5-7.4) ...</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">Setting up tcsh (6.18.01-5) ...</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">update-alternati [...]
-<img alt="alt text" src="/assets/images/sge_cluster-b9ac6485a770b5f8a031b29f6f430810.png" title="SGE for multiple jobs"></p><p><img alt="alt text" src="/assets/images/sge_stat-29ad9dfe485895eb54eea5baad709e15.png" title="SGE for user multiple jobs"></p></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/ecosystem/kaldi/RunningDistributedThchs30KaldiJobs.md" target="_blank" rel="noreferrer noo [...]
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-<script src="/runtime~main.05fe139f.js"></script>
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-<script src="/1.721c0a0e.js"></script>
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-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/6d147207.e7f2bcdf.js"></script>
+<img alt="alt text" src="/assets/images/sge_cluster-b9ac6485a770b5f8a031b29f6f430810.png" title="SGE for multiple jobs"></p><p><img alt="alt text" src="/assets/images/sge_stat-29ad9dfe485895eb54eea5baad709e15.png" title="SGE for user multiple jobs"></p></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/versioned_docs/version-0.6.0/ecosystem/kaldi/RunningDistributedThchs30KaldiJobs.md" target="_bl [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/a86c7af5.73fe21a9.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/ecosystem/kaldi/WriteDockerfileKaldi/index.html b/docs/ecosystem/kaldi/WriteDockerfileKaldi/index.html
index c0ca628..ee77f6a 100644
--- a/docs/ecosystem/kaldi/WriteDockerfileKaldi/index.html
+++ b/docs/ecosystem/kaldi/WriteDockerfileKaldi/index.html
@@ -5,37 +5,39 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">WriteDockerfileKaldi | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-c [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
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-<link rel="preload" href="/main.417f9500.js" as="script">
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-<link rel="preload" href="/2.7289a733.js" as="script">
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-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/8dc7f8a8.49f7579c.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">WriteDockerfileKaldi | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6 [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/85b50ba6.3632565b.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">apt-get</span><span class="token plain"> clean </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span cla [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">git</span><span class="token plain"> clone --depth </span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token plain"> https://github.com/kaldi-asr/kaldi.git /opt/kaldi </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class [...]
-You can also use prebuilt images for convenience in the docker hub:</p><ul><li>hadoopsubmarine/kaldi-latest-gpu-base:0.0.1</li></ul></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/ecosystem/kaldi/WriteDockerfileKaldi.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 40 40" class=" [...]
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-<script src="/runtime~main.05fe139f.js"></script>
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-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/8dc7f8a8.49f7579c.js"></script>
+You can also use prebuilt images for convenience in the docker hub:</p><ul><li>hadoopsubmarine/kaldi-latest-gpu-base:0.0.1</li></ul></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/versioned_docs/version-0.6.0/ecosystem/kaldi/WriteDockerfileKaldi.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" vie [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/85b50ba6.3632565b.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/gettingStarted/helm/index.html b/docs/gettingStarted/helm/index.html
index 6c4adcb..0363e26 100644
--- a/docs/gettingStarted/helm/index.html
+++ b/docs/gettingStarted/helm/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Deploy Submarine with Helm | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-def [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/11fdf8a8.47fb74f3.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Deploy Submarine with Helm | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defau [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/0bc74cd0.794acf63.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
Check <a href="https://github.com/apache/submarine/tree/master/helm-charts/submarine" target="_blank" rel="noopener noreferrer">helm-charts/submarine</a> for more details.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="prerequisite"></a>Prerequisite<a class="hash-link" href="#prerequisite" title="Direct link to heading">#</a></h2><ul><li>Install Helm v3: <a href="https://helm.sh/docs/intro/install/" target="_blank" rel="noopener noreferrer">https://helm [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Check</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">helm </span><span class="token function" style="color:rgb(130, 170, 255)">ls</span><span class="token plain"> </span></div></div></div><button type="button" aria-label="Copy code to clipboard" cla [...]
uses Traefik as reverse-proxy by default. If you don't want to
@@ -31,18 +32,19 @@ Please refer to <code>./helm-charts/submarine/charts/traefik/values.yaml</code>
for more details if you want to customize the default value for Traefik.</p><p><em>Notice:</em>
If you use <code>kind</code> to run local Kubernetes cluster,
please refer to this <a href="https://kind.sigs.k8s.io/docs/user/configuration/#extra-port-mappings" target="_blank" rel="noopener noreferrer">docs</a>
-and set the configuration "extraPortMappings" when creating the k8s cluster.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">kind: Cluster</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/11fdf8a8.47fb74f3.js"></script>
+and set the configuration "extraPortMappings" when creating the k8s cluster.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">kind: Cluster</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/0bc74cd0.794acf63.js"></script>
</body>
</html>
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diff --git a/docs/gettingStarted/kind/index.html b/docs/gettingStarted/kind/index.html
index d9714b3..92cbdfc 100644
--- a/docs/gettingStarted/kind/index.html
+++ b/docs/gettingStarted/kind/index.html
@@ -5,34 +5,36 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Setup a Kubernetes cluster using KinD | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" conten [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
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-<link rel="preload" href="/main.417f9500.js" as="script">
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-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
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-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/4f73ab67.29fd7f5b.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Setup a Kubernetes cluster using KinD | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content= [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/66ca1d53.7e219aa5.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
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-<script src="/4f73ab67.29fd7f5b.js"></script>
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
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+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/66ca1d53.7e219aa5.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/gettingStarted/notebook/index.html b/docs/gettingStarted/notebook/index.html
index e6b3473..3af7a50 100644
--- a/docs/gettingStarted/notebook/index.html
+++ b/docs/gettingStarted/notebook/index.html
@@ -5,28 +5,27 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Jupyter Notebook | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-curre [...]
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-<link rel="preload" href="/main.417f9500.js" as="script">
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-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/ed46a2dd.22bbcbd9.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Jupyter Notebook | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6.0"> [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
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+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
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+<link rel="preload" href="/f2cef85d.da8695f0.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
and manage Jupyter notebooks.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="working-with-notebooks"></a>Working with notebooks<a class="hash-link" href="#working-with-notebooks" title="Direct link to heading">#</a></h2><p>We recommend using Web UI to manage notebooks.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="notebooks-web-ui"></a>Notebooks Web UI<a class="hash-link" href="#notebooks-web-ui" title="Direct link to [...]
left-hand panel to manage your notebooks.</p><p><img src="/assets/images/notebook-list-507c0f9a50f6cd5637891c13c62d4650.png"></p><p>To create a new notebook server, click “New Notebook”. You should see a form for entering
-details of your new notebook server.</p><ul><li>Notebook Name : Name of the notebook server. It should follow the rules below.<ol><li>Contain at most 63 characters.</li><li>Contain only lowercase alphanumeric characters or '-'.</li><li>Start with an alphabetic character.</li><li>End with an alphanumeric character.</li></ol></li><li>Environment : It defines a set of libraries and docker image.</li><li>CPU and Memory</li><li>GPU (optional)</li><li>EnvVar (optional) : Injects envi [...]
-You can install <a href="https://github.com/NVIDIA/k8s-device-plugin" target="_blank" rel="noopener noreferrer">NVIDIA/k8s-device-plugin</a>.
-The list of prerequisites for running the NVIDIA device plugin is described below</p><ul><li>NVIDIA drivers ~= 384.81</li><li>nvidia-docker version > 2.0</li><li>docker configured with nvidia as the default runtime</li><li>Kubernetes version >= 1.10</li></ul><p><strong>If you’re not sure which environment you need, please choose the environment “notebook-env”
+details of your new notebook server.</p><ul><li>Notebook Name : Name of the notebook server. It should follow the rules below.<ol><li>Contain at most 63 characters.</li><li>Contain only lowercase alphanumeric characters or '-'.</li><li>Start with an alphabetic character.</li><li>End with an alphanumeric character.</li></ol></li><li>Environment : It defines a set of libraries and docker image.</li><li>CPU and Memory</li><li>GPU (optional)</li><li>EnvVar (optional) : Injects envi [...]
for the new notebook.</strong></p><p><img src="/assets/images/notebook-form-1c2959c2de638b11edb28f20e2fe171b.png"></p><p>You should see your new notebook server. Click the name of your notebook server to connect to it.</p><p><img src="/assets/images/created-notebook-360544388021273ece4a1d7fba8900ee.png"></p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="experiment-with-your-notebook"></a>Experiment with your notebook<a class="hash-link" href="#experiment-w [...]
create experiments, as the example below:</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-python codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token keyword" style="font-style:italic">from</span><span class="token plain"> __future__ </span><span class="token keyword" style="font-style:italic">import</ [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Create Submarine Client</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">submarine_client </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> submarine</span><span class="token punctuation" style="co [...]
@@ -34,18 +33,19 @@ create experiments, as the example below:</p><div class="mdxCodeBlock_1zKU"><div
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">worker_spec </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> ExperimentTaskSpec</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">resources</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token string" style="color:rgb(195, 232, 141)">'cpu=1,memory=10 [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">experiment_spec </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> ExperimentSpec</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">meta</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain">experiment_meta</span><span class="token punctuation" style= [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Create experiment</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">experiment </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> submarine_client</span><span class="token punctuation" style="color:r [...]
-</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p>You can create a new notebook, paste the above code and run it. Or, you can find the notebook <a href="https://github.com/apache/submarine/blob/master/submarine-sdk/pysubmarine/example/submarine_experiment_sdk.ipynb" target="_blank" rel="noopener noreferrer"><code>submarine_experiment_sdk.ipynb</code></a> inside the launched notebook session. You can open [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
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-<script src="/17896441.35908643.js"></script>
-<script src="/ed46a2dd.22bbcbd9.js"></script>
+</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p>You can create a new notebook, paste the above code and run it. Or, you can find the notebook <a href="https://github.com/apache/submarine/blob/master/submarine-sdk/pysubmarine/example/submarine_experiment_sdk.ipynb" target="_blank" rel="noopener noreferrer"><code>submarine_experiment_sdk.ipynb</code></a> inside the launched notebook session. You can open [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
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+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/f2cef85d.da8695f0.js"></script>
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diff --git a/docs/gettingStarted/python-sdk/index.html b/docs/gettingStarted/python-sdk/index.html
index f4f13d0..df9f99b 100644
--- a/docs/gettingStarted/python-sdk/index.html
+++ b/docs/gettingStarted/python-sdk/index.html
@@ -5,37 +5,39 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Submarine Python SDK | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-c [...]
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-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/0c952090.3a5fad1e.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Submarine Python SDK | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6 [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/6a132804.131c8fe8.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
It's better to use a new Python environment created by <code>Anoconda</code> or Python <code>virtualenv</code> to try this to avoid trouble to existing Python environment.
A sample Python virtual env can be setup like this:</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token function" style="color:rgb(130, 170, 255)">wget</span><span class="token plain"> https://files.pythonhosted.org/packages/33/bc/fa0b5347139cd9564f [...]
-</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Make sure to install using Python 3</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">python3 virtualenv-16.0.0/virtualenv.py venv</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin cla [...]
-<script src="/styles.2c7de434.js"></script>
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-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
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-<script src="/17896441.35908643.js"></script>
-<script src="/0c952090.3a5fad1e.js"></script>
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Make sure to install using Python 3</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">python3 virtualenv-16.0.0/virtualenv.py venv</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin cla [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/6a132804.131c8fe8.js"></script>
</body>
</html>
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diff --git a/docs/gettingStarted/quickstart/index.html b/docs/gettingStarted/quickstart/index.html
index e3a7bff..df1a3a7 100644
--- a/docs/gettingStarted/quickstart/index.html
+++ b/docs/gettingStarted/quickstart/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Quickstart | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"><m [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
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-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/5f825119.8abf3f2f.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Quickstart | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6.0"><meta [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/a9744973.c05a2828.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token keyword" style="font-style:italic">import</span><span class="token plain"> tensorflow_datasets </span><span class="token keyword" style="font-style:italic">as</span><span class="token plain"> tfds</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token keyword" style="font-style:italic">import</span><span class="token plain"> [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token keyword" style="font-style:italic">def</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">make_datasets_unbatched</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token punctuation" style="color:rgb(199, 146, 234)">)</span><span class="token punctuation" style="color:rgb(199, 146, 234)" [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Scaling MNIST data from (0, 255] to (0., 1.]</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token keyword" style="font-style:italic">def</span><span class="token plain"> </span><span class="token function" style="color:rgb(13 [...]
@@ -42,18 +43,19 @@
<img src="/assets/images/quickstart-submit-1-666fc27e30765ab0ddad117e3a354814.png"></li><li>Step 2
<img src="/assets/images/quickstart-submit-2-9c78114774db9e88702cc8e72722ceca.png"></li><li>Step 3
<img src="/assets/images/quickstart-submit-3-c412f456d672e509be26040750826a76.png"></li><li>The experiment is successfully submitted
-<img src="/assets/images/quickstart-submit-4-00c8dfb8d7d8a1bd1fe52f43712fc4a9.png"></li></ol></li></ol><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="4-monitor-the-process-modelclient"></a>4. Monitor the process (modelClient)<a class="hash-link" href="#4-monitor-the-process-modelclient" title="Direct link to heading">#</a></h3><ol><li><p>In our code, we use <code>modelClient</code> from <code>submarine-sdk</code> to record the metrics. To see the result, c [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/5f825119.8abf3f2f.js"></script>
+<img src="/assets/images/quickstart-submit-4-00c8dfb8d7d8a1bd1fe52f43712fc4a9.png"></li></ol></li></ol><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="4-monitor-the-process-modelclient"></a>4. Monitor the process (modelClient)<a class="hash-link" href="#4-monitor-the-process-modelclient" title="Direct link to heading">#</a></h3><ol><li><p>In our code, we use <code>modelClient</code> from <code>submarine-sdk</code> to record the metrics. To see the result, c [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/a9744973.c05a2828.js"></script>
</body>
</html>
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diff --git a/docs/index.html b/docs/index.html
index ed89757..73a2ecb 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -5,35 +5,37 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Submarine Local Deployment | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-def [...]
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-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/c18d5a16.33cbdd17.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Submarine Local Deployment | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defau [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/35de792d.d1b41367.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
-</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Method2 -- using port-forwarding</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">$ kubectl port-forward --address </span><span class="token number" style="color:rgb(247, 140, 108)">0.0</span><span class="token plain">.0.0 service/submarine-traefik </ [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/c18d5a16.33cbdd17.js"></script>
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Method2 -- using port-forwarding</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">$ kubectl port-forward --address </span><span class="token number" style="color:rgb(247, 140, 108)">0.0</span><span class="token plain">.0.0 service/submarine-traefik </ [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/35de792d.d1b41367.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/next/adminDocs/yarn/README/index.html b/docs/next/adminDocs/yarn/README/index.html
new file mode 100644
index 0000000..86d90b8
--- /dev/null
+++ b/docs/next/adminDocs/yarn/README/index.html
@@ -0,0 +1,40 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Running Submarine on YARN | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defa [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/f5ec27a4.c7cea2de.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/f5ec27a4.c7cea2de.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/adminDocs/yarn/TestAndTroubleshooting/index.html b/docs/next/adminDocs/yarn/TestAndTroubleshooting/index.html
similarity index 50%
copy from docs/adminDocs/yarn/TestAndTroubleshooting/index.html
copy to docs/next/adminDocs/yarn/TestAndTroubleshooting/index.html
index 90f9c2e..f0edd84 100644
--- a/docs/adminDocs/yarn/TestAndTroubleshooting/index.html
+++ b/docs/next/adminDocs/yarn/TestAndTroubleshooting/index.html
@@ -5,40 +5,42 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Test and Troubleshooting | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defau [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/22885c43.c0e905c8.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Test and Troubleshooting | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defau [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/22885c43.c27e2d83.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># A simple script to get information about mount points and pids and their</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># mount namespaces.</span><span class="toke [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token keyword" style="font-style:italic">if</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"> </span><span class="token variable" style="color:rgb(191, 199, 213)">$#</span><span class="token plain"> -ne </span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">ID</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token variable" style="color:rgb(191, 199, 213)">$1</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">MOUNTS</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token variable" style="color:rgb(191, 199, 213)">`</span><span class="token variable function" style="color:rgb(130, 170, 255)">find</span><span class="token variable" style="color:rgb(191, 199, 213)"> /proc/*/mounts </span><span [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"> -z </span><span class="token string" style="color:rgb(195, 232, 141)">"</span><span class="token string variable" style="color:rgb(191, 199, 213)">$MOUNTS</span><span class="token string" style="color:rgb(195, 232, 141)">"</span><span class="token plain"> </span><span class="token punctuat [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">printf</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"PID</span><span class="token string entity" style="color:rgb(195, 232, 141)">\t</span><span class="token string" style="color:rgb(195, 232, 141)">NAME</span><span class="token string entity" style="color:rgb(195, 23 [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/22885c43.c0e905c8.js"></script>
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/22885c43.c27e2d83.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/next/adminDocs/yarn/workbench/HowToRun/index.html b/docs/next/adminDocs/yarn/workbench/HowToRun/index.html
new file mode 100644
index 0000000..0e94d9e
--- /dev/null
+++ b/docs/next/adminDocs/yarn/workbench/HowToRun/index.html
@@ -0,0 +1,45 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">HowToRun | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"><met [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/bf08320e.163a1d2d.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">// choose a database</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">use ${target_database};</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">// list all tables</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">show tables;</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">// list the data in the table</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">select * from ${target_table};</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h1><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="run-submarine-workbench-without-docker"></a>Run Subm [...]
+path of workbench/lib for the first time. Or you can add parameter, getMysqlJar,
+to get MySQL jar automatically.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">cd submarine</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">./bin/submarine-daemon.sh start getMysqlJar</span></div> [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
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diff --git a/docs/next/adminDocs/yarn/workbench/README.zh-CN/index.html b/docs/next/adminDocs/yarn/workbench/README.zh-CN/index.html
new file mode 100644
index 0000000..5236765
--- /dev/null
+++ b/docs/next/adminDocs/yarn/workbench/README.zh-CN/index.html
@@ -0,0 +1,40 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">README.zh-CN | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"> [...]
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+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<script src="/styles.d88ea4fd.js"></script>
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+<script src="/389ecd94.73087ea5.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/adminDocs/yarn/workbench/README/index.html b/docs/next/adminDocs/yarn/workbench/README/index.html
similarity index 55%
copy from docs/adminDocs/yarn/workbench/README/index.html
copy to docs/next/adminDocs/yarn/workbench/README/index.html
index c2b5f3c..cae8d4d 100644
--- a/docs/adminDocs/yarn/workbench/README/index.html
+++ b/docs/next/adminDocs/yarn/workbench/README/index.html
@@ -5,35 +5,37 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">README | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"><meta [...]
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-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
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-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/5a22443f.111e4b63.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">README | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"><meta [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
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</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
-Data scientists can interactively access notebooks, submit/manage jobs, manage models, create model training workflows, access data sets, and more through Submarine Workbench.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="register"></a>Register<a class="hash-link" href="#register" title="Direct link to heading">#</a></h2><p>Everyone who needs to use Submarine for machine learning algorithm development can log in to Submarine Workbench's WEB homepa [...]
-<script src="/styles.2c7de434.js"></script>
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-<script src="/main.417f9500.js"></script>
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-<script src="/17896441.35908643.js"></script>
-<script src="/5a22443f.111e4b63.js"></script>
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+Data scientists can interactively access notebooks, submit/manage jobs, manage models, create model training workflows, access data sets, and more through Submarine Workbench.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="register"></a>Register<a class="hash-link" href="#register" title="Direct link to heading">#</a></h2><p>Everyone who needs to use Submarine for machine learning algorithm development can log in to Submarine Workbench's WEB homepa [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
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+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/5a22443f.076ddc2c.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/adminDocs/yarn/workbench/notebook/setup-jupyter/index.html b/docs/next/adminDocs/yarn/workbench/notebook/setup-jupyter/index.html
similarity index 55%
copy from docs/adminDocs/yarn/workbench/notebook/setup-jupyter/index.html
copy to docs/next/adminDocs/yarn/workbench/notebook/setup-jupyter/index.html
index 4561c92..a2803e9 100644
--- a/docs/adminDocs/yarn/workbench/notebook/setup-jupyter/index.html
+++ b/docs/next/adminDocs/yarn/workbench/notebook/setup-jupyter/index.html
@@ -5,38 +5,40 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">setup-jupyter | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current" [...]
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-<link rel="preload" href="/main.417f9500.js" as="script">
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-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/7103e683.00ee8b7e.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">setup-jupyter | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current" [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
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+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/7103e683.2d432665.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
forward to the kind nodes. Please refer to <a href="https://kind.sigs.k8s.io/docs/user/configuration/#extra-mounts" target="_blank" rel="noopener noreferrer">kind configuration</a>
for more details.</p><p>You need to create a kind config file. The following is an example :</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">kind: Cluster</span></div><div class="token-line" style="color:#bfc7d5"><span class="token p [...]
In this <a target="_blank" href="/assets/files/jupyter-b412bca5cd2199cfea640f5453431d9d.yaml">example yaml</a>, we use <a href="https://hub.docker.com/r/jupyter/minimal-notebook/" target="_blank" rel="noopener noreferrer">jupyter/minimal-notebook</a>
to make a single notebook running on the kind node.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl apply -f jupyter.yaml --namespace submarine</span></div></div></div><button type="button" aria-label="Copy code to clipboard" [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
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-<script src="/7103e683.00ee8b7e.js"></script>
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/7103e683.2d432665.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/api/environment/index.html b/docs/next/api/environment/index.html
similarity index 84%
copy from docs/api/environment/index.html
copy to docs/next/api/environment/index.html
index b1f59e2..9b969c6 100644
--- a/docs/api/environment/index.html
+++ b/docs/next/api/environment/index.html
@@ -5,36 +5,38 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Environment REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-c [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
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-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/2f44017d.2bdfd72d.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Environment REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-c [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
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</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
future releases.</p></blockquote><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="create-environment"></a>Create Environment<a class="hash-link" href="#create-environment" title="Direct link to heading">#</a></h2><p><code>POST /api/v1/environment</code></p><p><strong>Example Request</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh codeBlock_tuNs thin-scrollbar"><div class="codeBlock [...]
-"name" of EnvironmentSpec is not supported.</p></blockquote><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="delete-environment"></a>Delete environment<a class="hash-link" href="#delete-environment" title="Direct link to heading">#</a></h3><p><code>GET /api/v1/environment/{name}</code></p><p><strong>Example Request:</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh codeBloc [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/2f44017d.2bdfd72d.js"></script>
+"name" of EnvironmentSpec is not supported.</p></blockquote><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="delete-environment"></a>Delete environment<a class="hash-link" href="#delete-environment" title="Direct link to heading">#</a></h3><p><code>GET /api/v1/environment/{name}</code></p><p><strong>Example Request:</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh codeBloc [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/2f44017d.8bec3f37.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/api/experiment-template/index.html b/docs/next/api/experiment-template/index.html
similarity index 73%
copy from docs/api/experiment-template/index.html
copy to docs/next/api/experiment-template/index.html
index d0faa28..4c69d5d 100644
--- a/docs/api/experiment-template/index.html
+++ b/docs/next/api/experiment-template/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Experiment Template REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-d [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/4726afa6.9fce028f.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Experiment Template REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-d [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/4726afa6.a31734e4.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
future releases.</p></blockquote><p>Developers can register a parameterized experiment as an experiment template,
For example, if the developer wants to change the following "--learning_rate=0.1" to parameters.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-json codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token property">"experimentSpec"</span><span class="token operator" style="color:rgb(1 [...]
value; default value
@@ -29,18 +30,19 @@ required: Indicates whether the user must enter parameters, when required is tru
description: Introduction of this parameter</p><p>Users can use existing experiment templates and adjust the default value to create experiments.
After the user submits the experiment template, the submarine server finds the corresponding template based on the name. And the template handler converts input parameters to an actual experiment, such as a distributed TF experiment.</p><p>The "replicas", "cpu", "memory" of resources will be automatically parameterized, so developers do not need to add them.
For example, if there are "Ps" and "Worker" under spec, the following parameters will be automatically appended.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">spec.Ps.replicas</span></div><div class="token-line" [...]
-"name" of experiment template is not supported.</p></blockquote><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="delete-template"></a>Delete template<a class="hash-link" href="#delete-template" title="Direct link to heading">#</a></h3><p><code>GET /api/v1/template/{name}</code></p><p><strong>Example Request:</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh codeBlock_tuNs t [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/4726afa6.9fce028f.js"></script>
+"name" of experiment template is not supported.</p></blockquote><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="delete-template"></a>Delete template<a class="hash-link" href="#delete-template" title="Direct link to heading">#</a></h3><p><code>GET /api/v1/template/{name}</code></p><p><strong>Example Request:</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-sh codeBlock_tuNs t [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/4726afa6.a31734e4.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/api/experiment/index.html b/docs/next/api/experiment/index.html
similarity index 91%
copy from docs/api/experiment/index.html
copy to docs/next/api/experiment/index.html
index 5f0b0e2..e508424 100644
--- a/docs/api/experiment/index.html
+++ b/docs/next/api/experiment/index.html
@@ -5,35 +5,37 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Experiment REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-cu [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/80453470.5346cac0.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Experiment REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-cu [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/80453470.635cf435.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
-future releases.</p></blockquote><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="create-experiment-using-anonymousembedded-environment"></a>Create Experiment (Using Anonymous/Embedded Environment)<a class="hash-link" href="#create-experiment-using-anonymousembedded-environment" title="Direct link to heading">#</a></h2><p><code>POST /api/v1/experiment</code></p><p><strong>Example Request</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/80453470.5346cac0.js"></script>
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+future releases.</p></blockquote><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="create-experiment-using-anonymousembedded-environment"></a>Create Experiment (Using Anonymous/Embedded Environment)<a class="hash-link" href="#create-experiment-using-anonymousembedded-environment" title="Direct link to heading">#</a></h2><p><code>POST /api/v1/experiment</code></p><p><strong>Example Request</strong></p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/80453470.635cf435.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/next/api/notebook/index.html b/docs/next/api/notebook/index.html
new file mode 100644
index 0000000..1d7ed9d
--- /dev/null
+++ b/docs/next/api/notebook/index.html
@@ -0,0 +1,40 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Notebook REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-curr [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/a0524152.9a494f10.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/a0524152.9a494f10.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/next/community/HowToCommit/index.html b/docs/next/community/HowToCommit/index.html
new file mode 100644
index 0000000..44a1274
--- /dev/null
+++ b/docs/next/community/HowToCommit/index.html
@@ -0,0 +1,63 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Guide for Apache Submarine Committers | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" conten [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/a5ca038b.419d17d5.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+credits page. This requires changing the site source in
+<a href="https://github.com/apache/submarine-site/blob/master/community/member.md" target="_blank" rel="noopener noreferrer">https://github.com/apache/submarine-site/blob/master/community/member.md</a>. Once done,
+update the Submarine website as described
+<a href="https://github.com/apache/submarine-site/blob/asf-site/README.md" target="_blank" rel="noopener noreferrer">here</a>
+(TLDR; don't forget to regenerate the site with hugo, and commit the generated
+results, too).</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="review"></a>Review<a class="hash-link" href="#review" title="Direct link to heading">#</a></h2><p>Submarine committers should, as often as possible, attempt to review patches
+submitted by others. Ideally every submitted patch will get reviewed by a
+committer within a few days. If a committer reviews a patch they've not
+authored, and believe it to be of sufficient quality, then they can commit the
+patch, otherwise the patch should be cancelled with a clear explanation for why
+it was rejected.</p><p>The list of submitted patches can be found in the GitHub
+<a href="https://github.com/apache/submarine/pulls" target="_blank" rel="noopener noreferrer">Pull Requests</a> page.
+Committers should scan the list from top-to-bottom,
+looking for patches that they feel qualified to review and possibly commit.</p><p>For non-trivial changes, it is best to get another committer to review & approve
+your own patches before commit.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="reject"></a>Reject<a class="hash-link" href="#reject" title="Direct link to heading">#</a></h2><p>Patches should be rejected which do not adhere to the guidelines in
+<a href="/docs/next/community/contributing">Contribution Guidelines</a>. Committers should always be
+polite to contributors and try to instruct and encourage them to contribute
+better patches. If a committer wishes to improve an unacceptable patch, then it
+should first be rejected, and a new patch should be attached by the committer
+for review.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="commit-individual-patches"></a>Commit individual patches<a class="hash-link" href="#commit-individual-patches" title="Direct link to heading">#</a></h2><p>Submarine uses git for source code version control. The writable repo is at -
+<a href="https://gitbox.apache.org/repos/asf/submarine.git" target="_blank" rel="noopener noreferrer">https://gitbox.apache.org/repos/asf/submarine.git</a></p><p>It is strongly recommended to use the cicd script to merge the PRs.
+See the instructions at
+<a href="https://github.com/apache/submarine/tree/master/dev-support/cicd" target="_blank" rel="noopener noreferrer">https://github.com/apache/submarine/tree/master/dev-support/cicd</a></p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="adding-contributors-role"></a>Adding Contributors role<a class="hash-link" href="#adding-contributors-role" title="Direct link to heading">#</a></h2><p>There are three roles (Administrators, Committers, Contributors) in the [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
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+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/a5ca038b.419d17d5.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/next/community/README/index.html b/docs/next/community/README/index.html
new file mode 100644
index 0000000..8b99dd9
--- /dev/null
+++ b/docs/next/community/README/index.html
@@ -0,0 +1,43 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Apache Submarine Community | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-def [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/bf894ff2.62ea4a2d.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+for usage questions, help, and announcements.</li><li><a href="https://lists.apache.org/list.html?dev@submarine.apache.org" target="_blank" rel="noopener noreferrer">Dev</a> : <a href="mailto:dev-subscribe@submarine.apache.org" target="_blank" rel="noopener noreferrer">subscribe</a>, <a href="mailto:dev-unsubscribe@submarine.apache.org" target="_blank" rel="noopener noreferrer">unsubscribe</a>, <a href="https://lists.apache.org/list.html?dev@submarine.apache.org" target="_blank" rel="noo [...]
+for people wanting to contribute to the project.</li><li><a href="https://lists.apache.org/list.html?commits@submarine.apache.org" target="_blank" rel="noopener noreferrer">Commits</a> : <a href="mailto:commits-subscribe@submarine.apache.org" target="_blank" rel="noopener noreferrer">subscribe</a>, <a href="mailto:commits-unsubscribe@submarine.apache.org" target="_blank" rel="noopener noreferrer">unsubscribe</a>, <a href="https://lists.apache.org/list.html?commits@submarine.apache.org" t [...]
+for commit messages and patches.</li></ul><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="license"></a>License<a class="hash-link" href="#license" title="Direct link to heading">#</a></h2><p>Submarine source code is under the Apache 2.0 license. See the <a href="https://github.com/apache/submarine/blob/master/LICENSE" target="_blank" rel="noopener noreferrer">LICENSE</a> file for details.</p></div></article><div class="margin-vert--xl"><div class="row"><div [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/bf894ff2.62ea4a2d.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/next/community/contributing/index.html b/docs/next/community/contributing/index.html
new file mode 100644
index 0000000..52349f6
--- /dev/null
+++ b/docs/next/community/contributing/index.html
@@ -0,0 +1,47 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">How To Contribute to Submarine | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/61cc1a3d.ffcce4db.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Don't push to the upstream master.</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">git remote set-url --push upstream no_push</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Check upstream/origin:</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># origin git@github.com:${USERNAME}/submarine.git (fetch)</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># origin git@github.com:${USERNAME}/submarine.git (push)</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># upstrea [...]
+<img alt="jira_number_example" src="/assets/images/jira_number_example-9d86e8dd3b72d9d9c2adddfbffc00a54.png"></li></ul><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="step4-create-a-local-branch-for-your-contribution"></a>Step4: Create a local branch for your contribution<a class="hash-link" href="#step4-create-a-local-branch-for-your-contribution" title="Direct link to heading">#</a></h3><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><di [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Make your local master up-to-date</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">git checkout master</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">git fetch upstream </span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">git rebase upstream/master</span></div><div class="token-line" style="color:#bf [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Create a new branch fro issue SUBMARINE-${jira_number}</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">git checkout -b SUBMARINE-${jira_number}</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Example: git checkout -b SUBMARINE-748 </span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="step5-develop--create-commits"></a>Step5: Develop & Create commits<a class="hash-link" href="#step5-develop--create-commits" title="Direct link to head [...]
+<img alt="compare_pull_request_button" src="/assets/images/compare_pull_request_button-a5c8f7a7ebda5fad45d1d9e6ca8ed58a.png"></li></ul><h4><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="pull-request-template"></a>Pull Request template<a class="hash-link" href="#pull-request-template" title="Direct link to heading">#</a></h4><ul><li><a href="https://github.com/apache/submarine/blob/bd7578cc28f8280f9170938d4469fcc965e24a89/.github/PULL_REQUEST_TEMPLATE" target=" [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/61cc1a3d.ffcce4db.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/designDocs/architecture-and-requirements/index.html b/docs/next/designDocs/architecture-and-requirements/index.html
similarity index 61%
copy from docs/designDocs/architecture-and-requirements/index.html
copy to docs/next/designDocs/architecture-and-requirements/index.html
index b69e496..46e58df 100644
--- a/docs/designDocs/architecture-and-requirements/index.html
+++ b/docs/next/designDocs/architecture-and-requirements/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Architecture and Requirment | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-de [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
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-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/e3af4e10.73533088.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Architecture and Requirment | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-de [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/e3af4e10.123fd57a.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
<strong>Answer to that:</strong> Industries have open sourced many algorithm libraries, tools, and even pre-trained models so that data scientists can directly reuse these building blocks to hook up to their data without knowing intricate details inside these algorithms and models. </p></li><li><p>It was not easy to achieve "WYSIWYG, what you see is what you get" from IDEs: not easy to get output, visualization, troubleshooting experiences at the same place.
<strong>Answer to that:</strong> Notebooks concept was added to this picture, notebook brought the experiences of interactive coding, sharing, visualization, debugging under the same user interface. There're popular open-source notebooks like Apache Zeppelin/Jupyter.</p></li><li><p>It was not easy to manage dependencies: ML applications can run on one machine is hard to deploy on another machine because it has lots of libraries dependencies.
<strong>Answer to that:</strong> Containerization becomes popular and a standard to packaging dependencies to make it easier to "build once, run anywhere". </p></li><li><p>Fragmented tools, libraries were hard for ML engineers to learn. Experiences learned in one company are not naturally migratable to another company.
@@ -37,18 +38,19 @@
3) Experiments should not bind to one resource management platform (K8s/YARN).</p><h4><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="type-of-experiments"></a>Type of experiments<a class="hash-link" href="#type-of-experiments" title="Direct link to heading">#</a></h4><p><img src="/assets/images/experiments-7a09831687ecbc0e1dcf01b0c6f45445.png"></p><p>There're two types of experiments:
<code>Adhoc experiments</code>: which includes a Python/R/notebook, or even an adhoc Tensorflow/PyTorch task, etc. </p><p><code>Predefined experiment library</code>: This is specialized experiments, which including developed libraries such as CTR, BERT, etc. Users are only required to specify a few parameters such as input, output, hyper parameters, etc. Instead of worrying about where's training script/dependencies located.</p><h4><a aria-hidden="true" tabindex="-1" class="anchor e [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +--------------------Submarine Server-----------------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> | +---------+ +---------+ +----------+ +----------+ +------------+|</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> | |Data set | |Notebooks| |Experiment| |Models | |Servings ||</span></div><div cla [...]
-</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> (You can use http://stable.ascii-flow.appspot.com/#Draw</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> to draw such diagrams)</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p><code>Compute Resource Manager</code> Helps to manage compute resources on-prem/on-cloud, this mod [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
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-<script src="/e3af4e10.73533088.js"></script>
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> (You can use http://stable.ascii-flow.appspot.com/#Draw</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> to draw such diagrams)</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p><code>Compute Resource Manager</code> Helps to manage compute resources on-prem/on-cloud, this mod [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
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+<script src="/935f2afb.0075180b.js"></script>
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+<script src="/e3af4e10.123fd57a.js"></script>
</body>
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diff --git a/docs/designDocs/environments-implementation/index.html b/docs/next/designDocs/environments-implementation/index.html
similarity index 51%
copy from docs/designDocs/environments-implementation/index.html
copy to docs/next/designDocs/environments-implementation/index.html
index 5f2f5bc..7de2c56 100644
--- a/docs/designDocs/environments-implementation/index.html
+++ b/docs/next/designDocs/environments-implementation/index.html
@@ -5,39 +5,41 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Environments Implementation | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-de [...]
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-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/a7e506f8.77ed3057.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Environments Implementation | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-de [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
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+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/a7e506f8.70f3970e.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +-------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> |+-----------------+|</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> || Python=3.7 ||</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> || Tensorflow=2.0 ||</span></div><div class="token-line" style="colo [...]
-</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +-------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> |+-----------------+| +------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> || Python=3.7 || |User1 |</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> || Tensorflow=2 [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +-------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> |+-----------------+| +------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> || Python=3.7 || |User1 |</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> || Tensorflow=2 [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"><Include whatever base-libraries like CUDA, etc.></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"><Make sure conda (with our preferred version) is installed></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"><Make sure Jupyter (with our preferred version) is installed></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
-</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># This is just a sample of Dockerfile, users can do more customizations if needed</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">ENTRYPOINT ["/submarine-bootstrap.sh"]</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p>When Submarine Server (this is implementation detail of Su [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
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-<script src="/c4f5d8e4.50d8dd6f.js"></script>
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-<script src="/17896441.35908643.js"></script>
-<script src="/a7e506f8.77ed3057.js"></script>
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># This is just a sample of Dockerfile, users can do more customizations if needed</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">ENTRYPOINT ["/submarine-bootstrap.sh"]</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p>When Submarine Server (this is implementation detail of Su [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
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+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
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diff --git a/docs/next/designDocs/experiment-implementation/index.html b/docs/next/designDocs/experiment-implementation/index.html
new file mode 100644
index 0000000..5e9bcef
--- /dev/null
+++ b/docs/next/designDocs/experiment-implementation/index.html
@@ -0,0 +1,46 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Experiment Implementation | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defa [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/cbf00e67.1c6879a8.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +---------------------------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +----------+ | Experiment Tasks |</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> |Run | | |</span></div><div class="token-line" style="color:#bfc7d5"><span class=" [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># This environment can be different from notebook's own environment</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">environment = create_environment {</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> DockerImage = "ubuntu:16",</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> Co [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +------------Submarine Server -----------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +--------------+ | +-----------------+ |</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> |Client |+------->|Experimment Mgr | [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +-----------------+ +------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> |Template XYZ | | XYZ Template |</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> | |+---------------> | Handler |</span></div><div class="token-line" style="color:#bfc [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +-----------------+ +------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> |Template XYZ | | XYZ Template |</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> | |+---------------> | Handler |</span></div><div class="token-line" style="color:#bfc [...]
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+<script src="/runtime~main.a2030d33.js"></script>
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+<script src="/2.aef5bb4a.js"></script>
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+<script src="/17896441.e477da64.js"></script>
+<script src="/cbf00e67.1c6879a8.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/next/designDocs/implementation-notes/index.html b/docs/next/designDocs/implementation-notes/index.html
new file mode 100644
index 0000000..9c7e1e9
--- /dev/null
+++ b/docs/next/designDocs/implementation-notes/index.html
@@ -0,0 +1,40 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Implementation Notes | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-c [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
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+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
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+<link rel="preload" href="/63f0eece.4e36c8f2.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
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+<script src="/63f0eece.4e36c8f2.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/next/designDocs/notebook-implementation/index.html b/docs/next/designDocs/notebook-implementation/index.html
new file mode 100644
index 0000000..0d10a37
--- /dev/null
+++ b/docs/next/designDocs/notebook-implementation/index.html
@@ -0,0 +1,41 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Notebook Implementation | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defaul [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> +--------------+ +--------Submarine Server--------------------+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> |Submarine UI | | +-------------------+ |</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> | |+---> Submarine | |</span></div><div class="token-line" [...]
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copy from docs/designDocs/storage-implementation/index.html
copy to docs/next/designDocs/storage-implementation/index.html
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+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
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diff --git a/docs/next/designDocs/wip-designs/submarine-clusterServer/index.html b/docs/next/designDocs/wip-designs/submarine-clusterServer/index.html
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+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+algorithm development, job scheduling, model online services, model batch, and incremental updates. </p><p>In addition to the high availability of big data and machine learning frameworks,
+the high availability of Submarine Server and Workbench Server itself is a key consideration.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="requirement"></a>Requirement<a class="hash-link" href="#requirement" title="Direct link to heading">#</a></h2><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="cluster-metadata-center"></a>Cluster Metadata Center<a class="hash-link" href="#cluster-metadata-center" title="Direct link to [...]
+but it should be noted that metadata is only suitable for storing small amounts of data and cannot be used to replace data storage.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="service-discovery"></a>Service discovery<a class="hash-link" href="#service-discovery" title="Direct link to heading">#</a></h3><p>By storing the information of the service or process in the metadata center, we can easily find the information of the service or process we need i [...]
+for example, the IP address and port where the Python interpreter will be the process. Information is stored in metadata,
+and other services can easily find process information through process IDs and connect to provide service discovery capabilities.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="cluster-event"></a>Cluster event<a class="hash-link" href="#cluster-event" title="Direct link to heading">#</a></h3><p>In the entire Submarine cluster, the servers can communicate with each other and other child processes to send cluster events to each other. </p><p>The service o [...]
+the Workbench Server can be managed to Python. The interpreter process sends a shutdown event that controls the operation of the services and individual subprocesses throughout the cluster.</p><p>Cluster events support both broadcast and separate delivery capabilities.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="independence"></a>Independence<a class="hash-link" href="#independence" title="Direct link to heading">#</a></h3><p>We implement Submarine&# [...]
+if we need to turn on the clustering capabilities of Submarine (Workbench) Server, when more than half of the servers are unavailable,
+some programs may appear abnormal. Of course, we also detected this in the system, downgrading the system or refusing to provide service status.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="system-design"></a>System design<a class="hash-link" href="#system-design" title="Direct link to heading">#</a></h2><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="universal-design"></a>Universal design<a class="hash-link" href="#univ [...]
+so we abstract the cluster function into a separate module for development so that Submarine (Workbench) Server can reuse the cluster function module.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="clusterconfigure"></a>ClusterConfigure<a class="hash-link" href="#clusterconfigure" title="Direct link to heading">#</a></h3><p>Add a <code>submarine.server.addr</code> and <code>workbench.server.addr</code> configuration items in <code>submarine-site.xml</co [...]
+through the IP list, the RAFT algorithm module in the server process can Cluster with other server processes.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="clusterserver"></a>ClusterServer<a class="hash-link" href="#clusterserver" title="Direct link to heading">#</a></h3><ul><li><p>The ClusterServer module encapsulates the RAFT algorithm module, which can create a service cluster and read and write metadata based on the two configuration items submarin [...]
+and manages the service state metadata of each submarine server through the PutCommand, GetQuery, and DeleteCommand operation commands.</p></li></ul><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="clusterclient"></a>ClusterClient<a class="hash-link" href="#clusterclient" title="Direct link to heading">#</a></h3><ul><li><p>The ClusterClient module encapsulates the RAFT algorithm client module, which can communicate with the cluster according to the two confi [...]
+read and write metadata, and write the IP and port information of the client process. Into the cluster's metadata center.</p></li><li><p>The cluster management client runs in each submarine server and submarine Interpreter process;</p></li><li><p>The cluster management client manages the submarine server and submarine Interpreter process state (metadata information)
+in the ClusterStateMachine by using the atomix RaftClient class of the Raft library to connect to the atomix RaftServer. </p></li><li><p>When the submarine server and Submarine Interpreter processes are started, they are added to the ClusterStateMachine and are removed from the ClusterStateMachine </p></li><li><p>when the Submarine Server and Submarine Interpreter processes are closed.</p></li></ul><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="clustermeta [...]
+ServerMeta：key='host:port'，value= {SERVER_HOST=...，SERVER_PORT=...，...}</p><table><thead><tr><th>Name</th><th>Description</th></tr></thead><tbody><tr><td>SUBMARINE_SERVER_HOST</td><td>Submarine server IP</td></tr><tr><td>SUBMARINE_SERVER_PORT</td><td>Submarine server port</td></tr><tr><td>WORKBENCH_SERVER_HOST</td><td>Submarine workbench server IP</td></tr><tr><td>WORKBENCH_SERVER_PORT</td><td>Submarine workbench server port</td></tr></tbody></table><p>InterpreterMeta：key=Inter [...]
+check whether the submission is successful. After the submission fails, save the metadata in the local message queue. A separate commit thread to retry;</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="cluster-monitoring"></a>Cluster monitoring<a class="hash-link" href="#cluster-monitoring" title="Direct link to heading">#</a></h3><p>The cluster needs to monitor whether the Submarine Server and Submarine-Interpreter processes are working properly.</p><p>T [...]
+periodically sending heartbeat data of the service or process to the cluster;</p></li><li><p>When the cluster monitoring module runs in Submarine Server, it sends the heartbeat to the cluster's ClusterStateMachine.
+If the cluster does not receive heartbeat information for a long time, Indicates that the service or process is abnormal and unavailable.</p></li><li><p>Resource usage statistics strategy, in order to avoid the instantaneous high peak and low peak of the server,
+the cluster monitoring will collect the average resource usage in the most recent period for reporting, and improve the reasonable line and effectiveness of the server resources as much as possible;</p></li><li><p>When the cluster monitoring module runs in the Submarine Server, it checks the heartbeat data of each Submarine Server and Submarine Interpreter process.
+If it times out, it considers that the service or process is abnormally unavailable and removes it from the cluster.</p></li></ol><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="atomix-raft-algorithm-library"></a>Atomix Raft algorithm library<a class="hash-link" href="#atomix-raft-algorithm-library" title="Direct link to heading">#</a></h3><p>In order to reduce the deployment complexity of distributed mode, submarine server does not use Zookeeper to build a [...]
+Multiple submarine server groups are built into distributed clusters by using the Raft algorithm in submarine server.
+The Raft algorithm is involved by atomix lib of atomix that has passed Jepsen consistency verification.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="synchronize-workbench-notes"></a>Synchronize workbench notes<a class="hash-link" href="#synchronize-workbench-notes" title="Direct link to heading">#</a></h3><p>In cluster mode, the user creates, modifies, and deletes the note on any of the servers.
+All need to be notified to all the servers in the cluster to synchronize the update of Notebook.
+Failure to do so will result in the user not being able to continue while switching to another server.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="listen-for-note-update-events"></a>Listen for note update events<a class="hash-link" href="#listen-for-note-update-events" title="Direct link to heading">#</a></h3><p>Listen for the NEW_NOTE, DEL_NOTE, REMOVE_NOTE_TO_TRASH ... event of the notebook in the NotebookServer#onMessage() function.</p><h3><a aria [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/b60f7df5.4a6b727c.js"></script>
+</body>
+</html>
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diff --git a/docs/next/designDocs/wip-designs/submarine-launcher/index.html b/docs/next/designDocs/wip-designs/submarine-launcher/index.html
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--- /dev/null
+++ b/docs/next/designDocs/wip-designs/submarine-launcher/index.html
@@ -0,0 +1,58 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Submarine Launcher | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-cur [...]
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+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+These applications are characterized by rapid and frequent build, release, and deployment.
+Combined with the features of cloud computing, they are decoupled from the underlying hardware and operating system,
+and can easily meet the requirements of scalability, availability, and portability. And provide better economy.</p><p>In the enterprise data center, submarine can support k8s/yarn/docker three resource scheduling systems;
+in the public cloud environment, submarine can support these cloud services in GCE/AWS/Azure;</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="requirement"></a>Requirement<a class="hash-link" href="#requirement" title="Direct link to heading">#</a></h2><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="cloud-native-service"></a>Cloud-Native Service<a class="hash-link" href="#cloud-native-service" title="Direct link to heading"> [...]
+The submarine server is mainly used by algorithm engineers to provide online front-end functions such as algorithm development,
+algorithm debugging, data processing, and workflow scheduling.
+And submarine server also mainly used for back-end functions such as scheduling and execution of jobs, tracking of job status, and so on.</p><p>Through the ability of rolling upgrades, we can better provide system stability.
+For example, we can upgrade or restart the workbench server without affecting the normal operation of submitted jobs.</p><p>You can also make full use of system resources.
+For example, when the number of current developers or job tasks increases,
+The number of submarine server instances can be adjusted dynamically.</p><p>In addition, submarine will provide each user with a completely independent workspace container.
+This workspace container has already deployed the development tools and library files commonly used by algorithm engineers including their operating environment.
+Algorithm engineers can work in our prepared workspaces without any extra work.</p><p>Each user's workspace can also be run through a cloud service.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="service-discovery"></a>Service discovery<a class="hash-link" href="#service-discovery" title="Direct link to heading">#</a></h3><p>With the cluster function of submarine, each service only needs to run in the container,
+and it will automatically register the service in the submarine cluster center.
+Submarine cluster management will automatically maintain the relationship between service and service, service and user.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="design"></a>Design<a class="hash-link" href="#design" title="Direct link to heading">#</a></h2><p><img alt="cloud-service" src="/assets/images/multi-dc-cloud-420a103fad1e4af8a56287f083760d92.png"></p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="launcher"> [...]
+By using this interface, you can run the submarine server, and workspace in k8s / yarn / docker / AWS / GCE / Azure.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="launcher-on-docker"></a>Launcher On Docker<a class="hash-link" href="#launcher-on-docker" title="Direct link to heading">#</a></h3><p>In order to allow some small and medium-sized users without k8s/yarn to use submarine,
+we support running the submarine system in docker mode.</p><p>Users only need to provide several servers with docker runtime environment.
+The submarine system can automatically cluster these servers into clusters, manage all the hardware resources of the cluster,
+and run the service or workspace container in this cluster through scheduling algorithms.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="launcher-on-kubernetes"></a>Launcher On Kubernetes<a class="hash-link" href="#launcher-on-kubernetes" title="Direct link to heading">#</a></h3><p>submarine operator</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="launcher-on-yarn"></a>Launcher On Yarn<a class="hash-link" href="#launche [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/817286e8.980ba47f.js"></script>
+</body>
+</html>
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diff --git a/docs/next/devDocs/BuildFromCode/index.html b/docs/next/devDocs/BuildFromCode/index.html
new file mode 100644
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--- /dev/null
+++ b/docs/next/devDocs/BuildFromCode/index.html
@@ -0,0 +1,43 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">How to Build Submarine | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
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+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
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+<link rel="preload" href="/97b312ed.0607f753.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+Usually this needs to rename and push to a proper Docker registry.</p></blockquote><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">mvn clean package -DskipTests</span></div></div></div><button type="button" aria-label="Copy code to clipboard [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Check Maven Wrapper</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">./mvnw -version</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Replace 'mvn' with 'mvnw'. Example:</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">./mvnw clean package -DskipTests</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://githu [...]
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+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
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+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
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+<script src="/97b312ed.0607f753.js"></script>
+</body>
+</html>
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diff --git a/docs/next/devDocs/Dependencies/index.html b/docs/next/devDocs/Dependencies/index.html
new file mode 100644
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+++ b/docs/next/devDocs/Dependencies/index.html
@@ -0,0 +1,40 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Dependencies for Submarine | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-def [...]
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+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
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+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
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+<script src="/72f8d982.d275619a.js"></script>
+</body>
+</html>
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diff --git a/docs/next/devDocs/Development/index.html b/docs/next/devDocs/Development/index.html
new file mode 100644
index 0000000..7a2ebbe
--- /dev/null
+++ b/docs/next/devDocs/Development/index.html
@@ -0,0 +1,45 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Development Guide | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-curr [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/897bc7ae.12fae7d4.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># run docker build</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">./dev-support/docker-images/submarine/build.sh</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># exit minikube docker daemon</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">eval</span><span class="token plain"> </span><span class="token variable" style="color:rgb(191, [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># run docker build</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">./dev-support/docker-images/database/build.sh</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># exit minikube docker daemon</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">eval</span><span class="token plain"> </span><span class="token variable" style="color:rgb(191, [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Method2 -- use port-forwarding</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl port-forward --address </span><span class="token number" style="color:rgb(247, 140, 108)">0.0</span><span class="token plain">.0.0 -n submarine-user-test service/t [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/897bc7ae.12fae7d4.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/next/devDocs/IntegrationTestE2E/index.html b/docs/next/devDocs/IntegrationTestE2E/index.html
new file mode 100644
index 0000000..a7fc098
--- /dev/null
+++ b/docs/next/devDocs/IntegrationTestE2E/index.html
@@ -0,0 +1,42 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">How to Run Frontend Integration Test | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/b9b5b6b9.b3c02b8a.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+If your Submarine workbench is running on 127.0.0.1:4200, you should modify the <strong>WORKBENCH_PORT</strong> to 4200.</p></blockquote><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># a [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Method 2:</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">mvn clean </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> -U</span></div></div></div><button type="button" aria-label="Copy code t [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/b9b5b6b9.b3c02b8a.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/next/devDocs/IntegrationTestK8s/index.html b/docs/next/devDocs/IntegrationTestK8s/index.html
new file mode 100644
index 0000000..f673ad9
--- /dev/null
+++ b/docs/next/devDocs/IntegrationTestK8s/index.html
@@ -0,0 +1,40 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">How to Run Integration K8s Test | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="doc [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/b3da5595.5a534acc.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/b3da5595.5a534acc.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/next/devDocs/README/index.html b/docs/next/devDocs/README/index.html
new file mode 100644
index 0000000..2e3ab8f
--- /dev/null
+++ b/docs/next/devDocs/README/index.html
@@ -0,0 +1,48 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Project Architecture | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-c [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/ee8d19c0.41fc15a9.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+experience all the functions of Submarine in a single docker environment, while
+mini-submarine also provides developers with a development and testing
+environment, Avoid the hassle of installing and deploying the runtime
+environment.</li><li><strong>submarine-installer</strong>: submarine-installer is our submarine runtime
+environment installation tool for yarn-3.1+ and above.By using
+submarine-installer, it is easy to install and deploy system services such as
+<code>docker</code>, <code>nvidia-docker</code>, <code>nvidia driver</code>, <code>ETCD</code>, <code>Calico network</code> etc.
+required by yarn-3.1+.</li></ul></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/devDocs/README.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 40 40" class="iconEdit_2LL7"><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. [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/ee8d19c0.41fc15a9.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/download/index.html b/docs/next/download/index.html
similarity index 66%
copy from docs/download/index.html
copy to docs/next/download/index.html
index 869f66b..922f754 100644
--- a/docs/download/index.html
+++ b/docs/next/download/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Download Apache Submarine | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defa [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/f9e23376.ae385d7b.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Download Apache Submarine | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defa [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/f9e23376.326785fd.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
<a href="https://www.apache.org/dyn/closer.cgi/submarine/submarine-0.5.0/submarine-dist-0.5.0-hadoop-2.9.tar.gz" target="_blank" rel="noopener noreferrer">submarine-dist-0.5.0-hadoop-2.9.tar.gz</a> (505 MB, <a href="https://www.apache.org/dist/submarine/submarine-0.5.0/submarine-dist-0.5.0-hadoop-2.9.tar.gz.sha512" target="_blank" rel="noopener noreferrer">checksum</a>, <a href="https://www.apache.org/dist/submarine/submarine-0.5.0/submarine-dist-0.5.0-hadoop-2.9.tar.gz.asc" target="_bla [...]
<a href="https://www.apache.org/dyn/closer.cgi/submarine/submarine-0.5.0/submarine-dist-0.5.0-src.tar.gz" target="_blank" rel="noopener noreferrer">submarine-dist-0.5.0-src.tar.gz</a> (5.0 MB, <a href="https://www.apache.org/dist/submarine/submarine-0.5.0/submarine-dist-0.5.0-src.tar.gz.sha512" target="_blank" rel="noopener noreferrer">checksum</a>, <a href="https://www.apache.org/dist/submarine/submarine-0.5.0/submarine-dist-0.5.0-src.tar.gz.asc" target="_blank" rel="noopener noreferrer [...]
<a href="https://www.apache.org/dyn/closer.cgi/submarine/submarine-0.4.0/submarine-dist-0.4.0-hadoop-2.9.tar.gz" target="_blank" rel="noopener noreferrer">submarine-dist-0.4.0-hadoop-2.9.tar.gz</a> (550 MB,
@@ -52,17 +53,18 @@
<a href="https://www.apache.org/dyn/closer.cgi/hadoop/common/hadoop-3.2.0/hadoop-3.2.0-src.tar.gz" target="_blank" rel="noopener noreferrer">submarine-hadoop-3.2.0-src.tar.gz</a> (1.1 MB,
<a href="https://www.apache.org/dist/hadoop/common/hadoop-3.2.0/hadoop-3.2.0-src.tar.gz.mds" target="_blank" rel="noopener noreferrer">checksum</a>,
<a href="https://www.apache.org/dist/hadoop/common/hadoop-3.2.0/hadoop-3.2.0-src.tar.gz.asc" target="_blank" rel="noopener noreferrer">signature</a>)</p></li></ul></li></ul></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/download.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 4 [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/f9e23376.ae385d7b.js"></script>
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/f9e23376.326785fd.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/ecosystem/kaldi/RunningDistributedThchs30KaldiJobs/index.html b/docs/next/ecosystem/kaldi/RunningDistributedThchs30KaldiJobs/index.html
similarity index 60%
copy from docs/ecosystem/kaldi/RunningDistributedThchs30KaldiJobs/index.html
copy to docs/next/ecosystem/kaldi/RunningDistributedThchs30KaldiJobs/index.html
index cf5b69a..952ff2d 100644
--- a/docs/ecosystem/kaldi/RunningDistributedThchs30KaldiJobs/index.html
+++ b/docs/next/ecosystem/kaldi/RunningDistributedThchs30KaldiJobs/index.html
@@ -5,24 +5,25 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">RunningDistributedThchs30KaldiJobs | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content=" [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/6d147207.e7f2bcdf.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">RunningDistributedThchs30KaldiJobs | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content=" [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/6d147207.37a5d11a.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
-</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Dependent on registrydns, you must fill in < your RegistryDNSIP> in resolv.conf</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">yarn jar /usr/local/matrix/share/hadoop/yarn/${SUBMARINE_VERSION}.jar \</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">job run --name kaldi-thchs30-distributed \</span></div><div class="token-line" [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Dependent on registrydns, you must fill in < your RegistryDNSIP> in resolv.conf</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">yarn jar /usr/local/matrix/share/hadoop/yarn/${SUBMARINE_VERSION}.jar \</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">job run --name kaldi-thchs30-distributed \</span></div><div class="token-line" [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">Postfix is now set up with a default configuration. If you need to make</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">changes, edit</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">/etc/postfix/main.cf (and others) as needed. To view Postfix configuration</span></div><div class="token-line" style="color:#bfc7d5"><span class="token [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">After modifying main.cf, be sure to run '/etc/init.d/postfix reload'.</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">Running newaliases</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">invoke-rc.d: could not determine current runlevel</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">invoke-rc.d: policy-rc.d denied execution of restart.</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">Setting up bsd-mailx (8.1.2-0.20 [...]
@@ -32,17 +33,18 @@
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">Running newaliases</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">invoke-rc.d: could not determine current runlevel</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">invoke-rc.d: policy-rc.d denied execution of restart.</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">Setting up bsd-mailx (8.1.2-0.20 [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">Creating config file /etc/default/gridengine with new version</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">Setting up gridengine-client (6.2u5-7.4) ...</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">Setting up tcsh (6.18.01-5) ...</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">update-alternati [...]
<img alt="alt text" src="/assets/images/sge_cluster-b9ac6485a770b5f8a031b29f6f430810.png" title="SGE for multiple jobs"></p><p><img alt="alt text" src="/assets/images/sge_stat-29ad9dfe485895eb54eea5baad709e15.png" title="SGE for user multiple jobs"></p></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/ecosystem/kaldi/RunningDistributedThchs30KaldiJobs.md" target="_blank" rel="noreferrer noo [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/6d147207.e7f2bcdf.js"></script>
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/6d147207.37a5d11a.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/ecosystem/kaldi/WriteDockerfileKaldi/index.html b/docs/next/ecosystem/kaldi/WriteDockerfileKaldi/index.html
similarity index 72%
copy from docs/ecosystem/kaldi/WriteDockerfileKaldi/index.html
copy to docs/next/ecosystem/kaldi/WriteDockerfileKaldi/index.html
index c0ca628..42a179a 100644
--- a/docs/ecosystem/kaldi/WriteDockerfileKaldi/index.html
+++ b/docs/next/ecosystem/kaldi/WriteDockerfileKaldi/index.html
@@ -5,37 +5,39 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">WriteDockerfileKaldi | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-c [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/8dc7f8a8.49f7579c.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">WriteDockerfileKaldi | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-c [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/8dc7f8a8.1efbf5f4.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">apt-get</span><span class="token plain"> clean </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span cla [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">git</span><span class="token plain"> clone --depth </span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token plain"> https://github.com/kaldi-asr/kaldi.git /opt/kaldi </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class [...]
You can also use prebuilt images for convenience in the docker hub:</p><ul><li>hadoopsubmarine/kaldi-latest-gpu-base:0.0.1</li></ul></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/ecosystem/kaldi/WriteDockerfileKaldi.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 40 40" class=" [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/8dc7f8a8.49f7579c.js"></script>
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/8dc7f8a8.1efbf5f4.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/gettingStarted/helm/index.html b/docs/next/gettingStarted/helm/index.html
similarity index 73%
copy from docs/gettingStarted/helm/index.html
copy to docs/next/gettingStarted/helm/index.html
index 6c4adcb..bd0a301 100644
--- a/docs/gettingStarted/helm/index.html
+++ b/docs/next/gettingStarted/helm/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
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Check <a href="https://github.com/apache/submarine/tree/master/helm-charts/submarine" target="_blank" rel="noopener noreferrer">helm-charts/submarine</a> for more details.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="prerequisite"></a>Prerequisite<a class="hash-link" href="#prerequisite" title="Direct link to heading">#</a></h2><ul><li>Install Helm v3: <a href="https://helm.sh/docs/intro/install/" target="_blank" rel="noopener noreferrer">https://helm [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Check</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">helm </span><span class="token function" style="color:rgb(130, 170, 255)">ls</span><span class="token plain"> </span></div></div></div><button type="button" aria-label="Copy code to clipboard" cla [...]
uses Traefik as reverse-proxy by default. If you don't want to
@@ -32,17 +33,18 @@ for more details if you want to customize the default value for Traefik.</p><p><
If you use <code>kind</code> to run local Kubernetes cluster,
please refer to this <a href="https://kind.sigs.k8s.io/docs/user/configuration/#extra-port-mappings" target="_blank" rel="noopener noreferrer">docs</a>
and set the configuration "extraPortMappings" when creating the k8s cluster.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">kind: Cluster</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> [...]
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diff --git a/docs/next/gettingStarted/kind/index.html b/docs/next/gettingStarted/kind/index.html
new file mode 100644
index 0000000..b12370a
--- /dev/null
+++ b/docs/next/gettingStarted/kind/index.html
@@ -0,0 +1,40 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Setup a Kubernetes cluster using KinD | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" conten [...]
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
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diff --git a/docs/gettingStarted/notebook/index.html b/docs/next/gettingStarted/notebook/index.html
similarity index 55%
copy from docs/gettingStarted/notebook/index.html
copy to docs/next/gettingStarted/notebook/index.html
index e6b3473..36d7fe0 100644
--- a/docs/gettingStarted/notebook/index.html
+++ b/docs/next/gettingStarted/notebook/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Jupyter Notebook | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-curre [...]
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Jupyter Notebook | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-curre [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
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<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
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+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
and manage Jupyter notebooks.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="working-with-notebooks"></a>Working with notebooks<a class="hash-link" href="#working-with-notebooks" title="Direct link to heading">#</a></h2><p>We recommend using Web UI to manage notebooks.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="notebooks-web-ui"></a>Notebooks Web UI<a class="hash-link" href="#notebooks-web-ui" title="Direct link to [...]
left-hand panel to manage your notebooks.</p><p><img src="/assets/images/notebook-list-507c0f9a50f6cd5637891c13c62d4650.png"></p><p>To create a new notebook server, click “New Notebook”. You should see a form for entering
details of your new notebook server.</p><ul><li>Notebook Name : Name of the notebook server. It should follow the rules below.<ol><li>Contain at most 63 characters.</li><li>Contain only lowercase alphanumeric characters or '-'.</li><li>Start with an alphabetic character.</li><li>End with an alphanumeric character.</li></ol></li><li>Environment : It defines a set of libraries and docker image.</li><li>CPU and Memory</li><li>GPU (optional)</li><li>EnvVar (optional) : Injects envi [...]
@@ -34,18 +35,19 @@ create experiments, as the example below:</p><div class="mdxCodeBlock_1zKU"><div
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">worker_spec </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> ExperimentTaskSpec</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">resources</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token string" style="color:rgb(195, 232, 141)">'cpu=1,memory=10 [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">experiment_spec </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> ExperimentSpec</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">meta</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain">experiment_meta</span><span class="token punctuation" style= [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Create experiment</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">experiment </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> submarine_client</span><span class="token punctuation" style="color:r [...]
-</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p>You can create a new notebook, paste the above code and run it. Or, you can find the notebook <a href="https://github.com/apache/submarine/blob/master/submarine-sdk/pysubmarine/example/submarine_experiment_sdk.ipynb" target="_blank" rel="noopener noreferrer"><code>submarine_experiment_sdk.ipynb</code></a> inside the launched notebook session. You can open [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/ed46a2dd.22bbcbd9.js"></script>
+</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p>You can create a new notebook, paste the above code and run it. Or, you can find the notebook <a href="https://github.com/apache/submarine/blob/master/submarine-sdk/pysubmarine/example/submarine_experiment_sdk.ipynb" target="_blank" rel="noopener noreferrer"><code>submarine_experiment_sdk.ipynb</code></a> inside the launched notebook session. You can open [...]
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+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
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+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/ed46a2dd.fee4ed21.js"></script>
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diff --git a/docs/gettingStarted/python-sdk/index.html b/docs/next/gettingStarted/python-sdk/index.html
similarity index 61%
copy from docs/gettingStarted/python-sdk/index.html
copy to docs/next/gettingStarted/python-sdk/index.html
index f4f13d0..5cc57e6 100644
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+++ b/docs/next/gettingStarted/python-sdk/index.html
@@ -5,37 +5,39 @@
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<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Submarine Python SDK | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-c [...]
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+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/0c952090.2b42b68c.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
It's better to use a new Python environment created by <code>Anoconda</code> or Python <code>virtualenv</code> to try this to avoid trouble to existing Python environment.
A sample Python virtual env can be setup like this:</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token function" style="color:rgb(130, 170, 255)">wget</span><span class="token plain"> https://files.pythonhosted.org/packages/33/bc/fa0b5347139cd9564f [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Make sure to install using Python 3</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">python3 virtualenv-16.0.0/virtualenv.py venv</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin cla [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/0c952090.3a5fad1e.js"></script>
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/0c952090.2b42b68c.js"></script>
</body>
</html>
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diff --git a/docs/gettingStarted/quickstart/index.html b/docs/next/gettingStarted/quickstart/index.html
similarity index 61%
copy from docs/gettingStarted/quickstart/index.html
copy to docs/next/gettingStarted/quickstart/index.html
index e3a7bff..9e3c63f 100644
--- a/docs/gettingStarted/quickstart/index.html
+++ b/docs/next/gettingStarted/quickstart/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Quickstart | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"><m [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/5f825119.8abf3f2f.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Quickstart | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"><m [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/5f825119.6ab78c02.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token keyword" style="font-style:italic">import</span><span class="token plain"> tensorflow_datasets </span><span class="token keyword" style="font-style:italic">as</span><span class="token plain"> tfds</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token keyword" style="font-style:italic">import</span><span class="token plain"> [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token keyword" style="font-style:italic">def</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">make_datasets_unbatched</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token punctuation" style="color:rgb(199, 146, 234)">)</span><span class="token punctuation" style="color:rgb(199, 146, 234)" [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Scaling MNIST data from (0, 255] to (0., 1.]</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token keyword" style="font-style:italic">def</span><span class="token plain"> </span><span class="token function" style="color:rgb(13 [...]
@@ -42,18 +43,19 @@
<img src="/assets/images/quickstart-submit-1-666fc27e30765ab0ddad117e3a354814.png"></li><li>Step 2
<img src="/assets/images/quickstart-submit-2-9c78114774db9e88702cc8e72722ceca.png"></li><li>Step 3
<img src="/assets/images/quickstart-submit-3-c412f456d672e509be26040750826a76.png"></li><li>The experiment is successfully submitted
-<img src="/assets/images/quickstart-submit-4-00c8dfb8d7d8a1bd1fe52f43712fc4a9.png"></li></ol></li></ol><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="4-monitor-the-process-modelclient"></a>4. Monitor the process (modelClient)<a class="hash-link" href="#4-monitor-the-process-modelclient" title="Direct link to heading">#</a></h3><ol><li><p>In our code, we use <code>modelClient</code> from <code>submarine-sdk</code> to record the metrics. To see the result, c [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/5f825119.8abf3f2f.js"></script>
+<img src="/assets/images/quickstart-submit-4-00c8dfb8d7d8a1bd1fe52f43712fc4a9.png"></li></ol></li></ol><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="4-monitor-the-process-modelclient"></a>4. Monitor the process (modelClient)<a class="hash-link" href="#4-monitor-the-process-modelclient" title="Direct link to heading">#</a></h3><ol><li><p>In our code, we use <code>modelClient</code> from <code>submarine-sdk</code> to record the metrics. To see the result, c [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/5f825119.6ab78c02.js"></script>
</body>
</html>
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diff --git a/docs/next/index.html b/docs/next/index.html
new file mode 100644
index 0000000..75f568f
--- /dev/null
+++ b/docs/next/index.html
@@ -0,0 +1,41 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Submarine Local Deployment | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-def [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/c18d5a16.a844d0ae.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Method2 -- using port-forwarding</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">$ kubectl port-forward --address </span><span class="token number" style="color:rgb(247, 140, 108)">0.0</span><span class="token plain">.0.0 service/submarine-traefik </ [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/c18d5a16.a844d0ae.js"></script>
+</body>
+</html>
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diff --git a/docs/next/releases/submarine-release-0.2.0/index.html b/docs/next/releases/submarine-release-0.2.0/index.html
new file mode 100644
index 0000000..a810276
--- /dev/null
+++ b/docs/next/releases/submarine-release-0.2.0/index.html
@@ -0,0 +1,41 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Apache Submarine Release 0.2.0 | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/68f97fb6.6f5a20e9.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+46 patches for improvements and bug fixes.</p><p>We encourage to <a href="/docs/next/download">download</a> the latest release. Feedback through the <a href="/docs/next/community/README">mailing lists</a> is very welcome.</p><p>You can visit <a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?version=12343240&styleName=&projectId=12316221" target="_blank" rel="noopener noreferrer">issue tracker</a> for full list of issues that are resolved.</p></div></article><div cla [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/68f97fb6.6f5a20e9.js"></script>
+</body>
+</html>
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diff --git a/docs/next/releases/submarine-release-0.3.0/index.html b/docs/next/releases/submarine-release-0.3.0/index.html
new file mode 100644
index 0000000..ed7ca44
--- /dev/null
+++ b/docs/next/releases/submarine-release-0.3.0/index.html
@@ -0,0 +1,41 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Apache Submarine Release 0.3.0 | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
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+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+196 patches for improvements and bug fixes. The highlighted features are as follows:</p><ul><li>Mini-submarine (YARN)</li><li>Basic Tensorflow job submission to k8s through submarine-server RESTful API</li><li>Job submission on YARN through submarine-server RPC protocol</li></ul><p>We encourage to <a href="/docs/next/download">download</a> the latest release. Feedback through the <a href="/docs/next/community/README">mailing lists</a> is very welcome.</p><p>You can visit <a href="https:/ [...]
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+<script src="/935f2afb.0075180b.js"></script>
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+<script src="/ce8089d4.2c877edf.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/next/releases/submarine-release-0.4.0/index.html b/docs/next/releases/submarine-release-0.4.0/index.html
new file mode 100644
index 0000000..0aa8a77
--- /dev/null
+++ b/docs/next/releases/submarine-release-0.4.0/index.html
@@ -0,0 +1,41 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Apache Submarine Release 0.4.0 | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs [...]
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+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
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+<link rel="preload" href="/908f39ac.d4e835ec.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+175 patches for improvements and bug fixes. The highlighted features are as follows:</p><ul><li>Submarine Experiments: Refactor the Job to experiment and redefined the experiment spec</li><li>Submarine Helm Charts: Provides one command to install the submarine into the Kubernetes cluster</li><li>PySubmarine: Submarine Python SDK</li></ul><p>We encourage to <a href="/docs/next/download">download</a> the latest release. Feedback through the <a href="/docs/next/community/README">mailing lis [...]
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+<script src="/17896441.e477da64.js"></script>
+<script src="/908f39ac.d4e835ec.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/next/releases/submarine-release-0.5.0/index.html b/docs/next/releases/submarine-release-0.5.0/index.html
new file mode 100644
index 0000000..49bae58
--- /dev/null
+++ b/docs/next/releases/submarine-release-0.5.0/index.html
@@ -0,0 +1,41 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Apache Submarine Release 0.5.0 | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs [...]
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+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
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+<link rel="preload" href="/b14baf33.28e84974.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+99 patches for improvements and bug fixes. The highlighted features are as follows:</p><ul><li>Submarine Experiments: Redefined the experiment spec, sync up code from Git, it could be HTTP and ssh</li><li>Predefined experiment template: Register A experiment template and submit the related parameter to run an experiment using Rest API</li><li>Environment profile: Users could easily manage their docker image and conda environment</li><li>Jupyter Notebook: Spawn a jupyter notebook using Re [...]
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+<script src="/b14baf33.28e84974.js"></script>
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+</html>
\ No newline at end of file
diff --git a/docs/next/userDocs/api/environment/index.html b/docs/next/userDocs/api/environment/index.html
new file mode 100644
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--- /dev/null
+++ b/docs/next/userDocs/api/environment/index.html
@@ -0,0 +1,40 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Environment REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-c [...]
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+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
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diff --git a/docs/next/userDocs/api/experiment-template/index.html b/docs/next/userDocs/api/experiment-template/index.html
new file mode 100644
index 0000000..fd9640c
--- /dev/null
+++ b/docs/next/userDocs/api/experiment-template/index.html
@@ -0,0 +1,40 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Experiment Template REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-d [...]
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+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
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diff --git a/docs/next/userDocs/api/experiment/index.html b/docs/next/userDocs/api/experiment/index.html
new file mode 100644
index 0000000..e6b652c
--- /dev/null
+++ b/docs/next/userDocs/api/experiment/index.html
@@ -0,0 +1,40 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Experiment REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-cu [...]
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
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diff --git a/docs/next/userDocs/api/notebook/index.html b/docs/next/userDocs/api/notebook/index.html
new file mode 100644
index 0000000..dfc6db0
--- /dev/null
+++ b/docs/next/userDocs/api/notebook/index.html
@@ -0,0 +1,40 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Notebook REST API | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-curr [...]
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+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/be249313.5be045c6.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/be249313.5be045c6.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/next/userDocs/others/mlflow/index.html b/docs/next/userDocs/others/mlflow/index.html
new file mode 100644
index 0000000..e722529
--- /dev/null
+++ b/docs/next/userDocs/others/mlflow/index.html
@@ -0,0 +1,45 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">MLflow UI | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"><me [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/82a4a2ce.55834a8d.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+use the log_param or log_metric in ModelClient API, we could view
+the result in MLflow UI. Below is the example of the usage of MLflow
+UI.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="example"></a>Example<a class="hash-link" href="#example" title="Direct link to heading">#</a></h3><ol><li>Run the following code in the cluster</li></ol><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-python codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token keyword" style="font-style:italic">if</span><span class="token plain"> __name__ </span><span class="token operator" style="color:rgb(137, 221, 255)">==</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"__main__"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></s [...]
+result. You can also compare the training between different workers.</li></ol><p><img src="/assets/images/mlflow-ui-e2fbae31ba60c324e66f00f0ae3caebf.png"></p></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/userDocs/others/mlflow.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 40 [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/82a4a2ce.55834a8d.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/next/userDocs/others/tensorboard/index.html b/docs/next/userDocs/others/tensorboard/index.html
new file mode 100644
index 0000000..b8d189d
--- /dev/null
+++ b/docs/next/userDocs/others/tensorboard/index.html
@@ -0,0 +1,41 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Tensorboard | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current">< [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/1dbe41c3.78310398.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="connect-to-the-tensorboard-webpage"></a>Connect to the tensorboard webpage<a class="hash-link" href="#connect-to-the-tensorboard-webpage" title="Direct link to heading">#</a></h2><ol><li>Open the experiment page in the workbench, and Click the <code>TensorBoard</code> button.</li> [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/1dbe41c3.78310398.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/next/userDocs/submarine-sdk/README/index.html b/docs/next/userDocs/submarine-sdk/README/index.html
new file mode 100644
index 0000000..481ae9a
--- /dev/null
+++ b/docs/next/userDocs/submarine-sdk/README/index.html
@@ -0,0 +1,41 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Submarine-SDK | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current" [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/54b0b691.7211df2c.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+add tracking/metrics and view tracking/metrics from Submarine Workbench UI.</p></li></ul></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/userDocs/submarine-sdk/README.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 40 40" class="iconEdit_2LL7"><g><path d="m34.5 11.7l-3 3.1-6.3-6 [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/54b0b691.7211df2c.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/next/userDocs/submarine-sdk/experiment-client/index.html b/docs/next/userDocs/submarine-sdk/experiment-client/index.html
new file mode 100644
index 0000000..f09a3cb
--- /dev/null
+++ b/docs/next/userDocs/submarine-sdk/experiment-client/index.html
@@ -0,0 +1,41 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Experiment Client | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-curr [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/0581431b.e58bc2ec.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+By default print all the logs of Pod.</p><blockquote><p><strong>Parameters</strong></p><ul><li><strong>id</strong>: Submarine experiment id.</li><li><strong>onlyMaster</strong>: By default include pod log of "master" which might be Tensorflow PS/Chief or PyTorch master.</li></ul></blockquote><blockquote><p><strong>Return</strong></p><ul><li>The info of pod logs</li></ul></blockquote><p>Example</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0 [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/0581431b.e58bc2ec.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/next/userDocs/submarine-sdk/model-client/index.html b/docs/next/userDocs/submarine-sdk/model-client/index.html
new file mode 100644
index 0000000..410438f
--- /dev/null
+++ b/docs/next/userDocs/submarine-sdk/model-client/index.html
@@ -0,0 +1,47 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Model Client | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"> [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/a3083325.dd4cfa0c.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">modelClient </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> ModelsClient</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">tracking_uri</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token string" style="color:rgb(195, 232, 141)">"0.0.0.0:4000" [...]
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+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">params </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">{</span><span class="token string" style="color:rgb(195, 232, 141)">"learning_rate"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="toke [...]
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diff --git a/docs/userDocs/submarine-sdk/pysubmarine/development/index.html b/docs/next/userDocs/submarine-sdk/pysubmarine/development/index.html
similarity index 70%
copy from docs/userDocs/submarine-sdk/pysubmarine/development/index.html
copy to docs/next/userDocs/submarine-sdk/pysubmarine/development/index.html
index 91e95c8..2aa54c4 100644
--- a/docs/userDocs/submarine-sdk/pysubmarine/development/index.html
+++ b/docs/next/userDocs/submarine-sdk/pysubmarine/development/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Python SDK Development | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default [...]
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-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/cfa5b027.bd38fd88.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Python SDK Development | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
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<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
in its own conda environment by running the following</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">conda create --name submarine-dev </span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">python</span><span cl [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># lint-requirements.txt and test-requirements.txt are in ./submarine-sdk/pysubmarine/github-actions</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">pip </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="toke [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Installs pysubmarine from current checkout</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">pip </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> ./submarine-sdk/pysubmarine</span></div></div [...]
@@ -32,17 +33,18 @@ to generate latest version of SDK.</p><ul><li><a href="https://github.com/apache
To elaborate, we can develop the sdk in local but can reach out to mlflow server by proxy.</p><ol><li>Install telepresence follow <a href="https://www.telepresence.io/reference/install" target="_blank" rel="noopener noreferrer">the instruction</a>.</li><li>Start proxy pod</li></ol><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;back [...]
in <a href="https://github.com/apache/submarine/blob/master/submarine-sdk/pysubmarine/setup.py" target="_blank" rel="noopener noreferrer">setup.py</a></li><li>Install Python packages</li></ol><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token builtin [...]
in your local directory</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">python setup.py bdist_wheel</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><ol sta [...]
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diff --git a/docs/next/userDocs/submarine-sdk/tracking/index.html b/docs/next/userDocs/submarine-sdk/tracking/index.html
new file mode 100644
index 0000000..add4f36
--- /dev/null
+++ b/docs/next/userDocs/submarine-sdk/tracking/index.html
@@ -0,0 +1,44 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Tracking | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"><met [...]
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+<link rel="preload" href="/a49341a2.59b71ddf.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+data exchange, and task tracking capabilities to more efficiently improve the
+development and execution of machine learning productivity</p><ul><li>Allow data scientist to track distributed ML experiment</li><li>Support store ML parameters and metrics in Submarine-server</li><li>Support hdfs, S3 and mysql (Currently we only support mysql)</li></ul><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="functions"></a>Functions<a class="hash-link" href="#functions" title="Direct link to heading">#</a></h2><h3><a aria-hidden="true" tabindex="- [...]
+By default it's <code>mysql+pymysql://submarine:password@localhost:3306/submarine</code>.
+More detail : <a href="https://docs.sqlalchemy.org/en/latest/core/engines.html#database-urls" target="_blank" rel="noopener noreferrer">SQLAlchemy docs</a></li></ul></blockquote><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="submarinelog_paramkey-str-value-str---none"></a><code>submarine.log_param(key: str, value: str) -> None</code><a class="hash-link" href="#submarinelog_paramkey-str-value-str---none" title="Direct link to heading">#</a></h3><p>log a [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
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+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
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+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/a49341a2.59b71ddf.js"></script>
+</body>
+</html>
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diff --git a/docs/userDocs/submarine-security/spark-security/README/index.html b/docs/next/userDocs/submarine-security/spark-security/README/index.html
similarity index 61%
copy from docs/userDocs/submarine-security/spark-security/README/index.html
copy to docs/next/userDocs/submarine-security/spark-security/README/index.html
index ac7278e..dec42c8 100644
--- a/docs/userDocs/submarine-security/spark-security/README/index.html
+++ b/docs/next/userDocs/submarine-security/spark-security/README/index.html
@@ -5,27 +5,28 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Submarine Spark Security Plugin | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="doc [...]
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-<link rel="preload" href="/d46ae3ab.933e7d47.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Submarine Spark Security Plugin | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="doc [...]
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</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
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+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
such as HDFS, Hive, HBase, Solr and Sqoop2. However, <a href="http://spark.apache.org" target="_blank" rel="noopener noreferrer">Apache Spark™</a> is not counted in yet.
When a secured HDFS cluster is used as a data warehouse accessed by various users and groups via different applications wrote by Spark and Hive,
it is very difficult to guarantee data management in a consistent way. Apache Spark users visit data warehouse only
-with Storage based access controls offered by HDFS. This library enables Spark with SQL Standard Based Authorization. </p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="build"></a>Build<a class="hash-link" href="#build" title="Direct link to heading">#</a></h2><p>Please refer to the online documentation - <a href="/docs/userDocs/submarine-security/spark-security/build-submarine-spark-security-plugin">Building submarine spark security plguin</a></p><h2><a a [...]
+with Storage based access controls offered by HDFS. This library enables Spark with SQL Standard Based Authorization. </p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="build"></a>Build<a class="hash-link" href="#build" title="Direct link to heading">#</a></h2><p>Please refer to the online documentation - <a href="/docs/next/userDocs/submarine-security/spark-security/build-submarine-spark-security-plugin">Building submarine spark security plguin</a></p><h2 [...]
for pointing to the right Apache Ranger admin server.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-xml codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token tag punctuation" style="color:rgb(199, 146, 234)"><</span><span class="token tag" style="color:rgb(255, 85, 114)">configuration</span><span class="token tag punctuation" style="color:rgb(199, 146, 234)">></span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token tag punctuation" style="color:rgb(199, 146, 234)"><</span><span class="token tag" style="color:rgb(255, 85, 114)">property</span><span class="token tag punctuation" style="color:rgb(199, 146, 234)">></span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token tag punctuation" sty [...]
@@ -44,18 +45,19 @@ to enable/disable auditing.</p><div class="mdxCodeBlock_1zKU"><div class="codeBl
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token tag punctuation" style="color:rgb(199, 146, 234)"></</span><span class="token tag" style="color:rgb(255, 85, 114)">configuration</span><span class="token tag punctuation" style="color:rgb(199, 146, 234)">></span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h4><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="settings-for-apache-spark"></a>Settings for Apache Spark<a class="hash-link" href="#settings-for-apache-spark" title="Direct link to heading">#</a></h4><p>You can configure <code>spark.sql.extensions</code> with the <code>*Extension</code> we provided.
For example, <code>spark.sql.extensions=org.apache.submarine.spark.security.api.RangerSparkAuthzExtension</code></p><p>Currently, you can set the following options to <code>spark.sql.extensions</code> to choose authorization w/ or w/o
-extra functions.</p><table><thead><tr><th>option</th><th>authorization</th><th>row filtering</th><th>data masking</th></tr></thead><tbody><tr><td>org.apache.submarine.spark.security.api.RangerSparkAuthzExtension</td><td>√</td><td>×</td><td>×</td></tr><tr><td>org.apache.submarine.spark.security.api.RangerSparkSQLExtension</td><td>√</td><td>√</td><td>√</td></tr></tbody></table></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/ [...]
-<script src="/styles.2c7de434.js"></script>
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+extra functions.</p><table><thead><tr><th>option</th><th>authorization</th><th>row filtering</th><th>data masking</th></tr></thead><tbody><tr><td>org.apache.submarine.spark.security.api.RangerSparkAuthzExtension</td><td>√</td><td>×</td><td>×</td></tr><tr><td>org.apache.submarine.spark.security.api.RangerSparkSQLExtension</td><td>√</td><td>√</td><td>√</td></tr></tbody></table></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/ [...]
+<script src="/styles.d88ea4fd.js"></script>
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diff --git a/docs/next/userDocs/submarine-security/spark-security/build-submarine-spark-security-plugin/index.html b/docs/next/userDocs/submarine-security/spark-security/build-submarine-spark-security-plugin/index.html
new file mode 100644
index 0000000..893d378
--- /dev/null
+++ b/docs/next/userDocs/submarine-security/spark-security/build-submarine-spark-security-plugin/index.html
@@ -0,0 +1,40 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Building Submarine Spark Security Plugin | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" con [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
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+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
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diff --git a/docs/next/userDocs/yarn/Dockerfiles/index.html b/docs/next/userDocs/yarn/Dockerfiles/index.html
new file mode 100644
index 0000000..38e814d
--- /dev/null
+++ b/docs/next/userDocs/yarn/Dockerfiles/index.html
@@ -0,0 +1,40 @@
+<!doctype html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width,initial-scale=1">
+<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
+<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Write Dockerfiles for Submarine | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="doc [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
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+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/57a4862f.7bb8f894.js" as="script">
+</head>
+<body>
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
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+</body>
+</html>
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diff --git a/docs/userDocs/yarn/TestAndTroubleshooting/index.html b/docs/next/userDocs/yarn/TestAndTroubleshooting/index.html
similarity index 50%
copy from docs/userDocs/yarn/TestAndTroubleshooting/index.html
copy to docs/next/userDocs/yarn/TestAndTroubleshooting/index.html
index d56ac6e..36b403b 100644
--- a/docs/userDocs/yarn/TestAndTroubleshooting/index.html
+++ b/docs/next/userDocs/yarn/TestAndTroubleshooting/index.html
@@ -5,40 +5,42 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Test and Troubleshooting | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defau [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
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-<link rel="preload" href="/main.417f9500.js" as="script">
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-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/53cf78e1.f2196b76.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Test and Troubleshooting | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defau [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
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+<link rel="preload" href="/53cf78e1.75cc6975.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># A simple script to get information about mount points and pids and their</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># mount namespaces.</span><span class="toke [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token keyword" style="font-style:italic">if</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"> </span><span class="token variable" style="color:rgb(191, 199, 213)">$#</span><span class="token plain"> -ne </span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">ID</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token variable" style="color:rgb(191, 199, 213)">$1</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">MOUNTS</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token variable" style="color:rgb(191, 199, 213)">`</span><span class="token variable function" style="color:rgb(130, 170, 255)">find</span><span class="token variable" style="color:rgb(191, 199, 213)"> /proc/*/mounts </span><span [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"> -z </span><span class="token string" style="color:rgb(195, 232, 141)">"</span><span class="token string variable" style="color:rgb(191, 199, 213)">$MOUNTS</span><span class="token string" style="color:rgb(195, 232, 141)">"</span><span class="token plain"> </span><span class="token punctuat [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">printf</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"PID</span><span class="token string entity" style="color:rgb(195, 232, 141)">\t</span><span class="token string" style="color:rgb(195, 232, 141)">NAME</span><span class="token string entity" style="color:rgb(195, 23 [...]
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-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
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-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
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-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/53cf78e1.f2196b76.js"></script>
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/53cf78e1.75cc6975.js"></script>
</body>
</html>
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diff --git a/docs/userDocs/yarn/WriteDockerfileMX/index.html b/docs/next/userDocs/yarn/WriteDockerfileMX/index.html
similarity index 67%
copy from docs/userDocs/yarn/WriteDockerfileMX/index.html
copy to docs/next/userDocs/yarn/WriteDockerfileMX/index.html
index f32eab7..7af810d 100644
--- a/docs/userDocs/yarn/WriteDockerfileMX/index.html
+++ b/docs/next/userDocs/yarn/WriteDockerfileMX/index.html
@@ -5,40 +5,42 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Docker Images for MXNet | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defaul [...]
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<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
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+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
For example <code>python</code>, <code>scipy</code>. For GPU support, you also need <code>cuda</code>, <code>cudnn</code>, etc.</p><p>3) MXNet package.</p><p><strong>Libraries to access HDFS</strong></p><p>1) JDK</p><p>2) Hadoop</p><p>Here's an example of a base image (without GPU support) to install MXNet:</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-shell codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_ [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Install some development tools and packages</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># MXNet 1.6 is going to be the last MXNet release to support Python2</sp [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Install latest MXNet using pip (without GPU support)</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">RUN pip3 </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> mxnet</span></div><div class=" [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">echo</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"Install python related packages"</span><span class="token plain"> </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class="token pun [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Install hadoop</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">ENV </span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">HADOOP_VERSION</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">tar</span><span class="token plain"> zxf hadoop-</span><span class="token variable" style="color:rgb(191, 199, 213)">${HADOOP_VERSION}</span><span class="token plain">.tar.gz</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">ln [...]
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+<script src="/styles.d88ea4fd.js"></script>
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+<script src="/18b93cb3.eb8dc039.js"></script>
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+<script src="/c4f5d8e4.5b609e41.js"></script>
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+<script src="/139.281113cd.js"></script>
+<script src="/935f2afb.0075180b.js"></script>
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+<script src="/6c58af36.d7ee7b2c.js"></script>
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diff --git a/docs/userDocs/yarn/WriteDockerfilePT/index.html b/docs/next/userDocs/yarn/WriteDockerfilePT/index.html
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copy from docs/userDocs/yarn/WriteDockerfilePT/index.html
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--- a/docs/userDocs/yarn/WriteDockerfilePT/index.html
+++ b/docs/next/userDocs/yarn/WriteDockerfilePT/index.html
@@ -5,39 +5,41 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Docker Images for PyTorch | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defa [...]
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Docker Images for PyTorch | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-defa [...]
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</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">curl</span><span class="token plain"> -o ~/miniconda.sh -O https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span clas [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">WORKDIR /opt/pytorch</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">git</span><span class="token plain"> clone https://github.com/pytorch/vision.git </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class="token builtin c [...]
</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p>On top of above image, add files, install packages to access HDFS</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-shell codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="t [...]
You can also use prebuilt images for convenience:</p><ul><li>hadoopsubmarine/pytorch-latest-gpu-base:0.0.1</li></ul></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/userDocs/yarn/WriteDockerfilePT.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 40 40" class="iconEdit_2LL7"><g><pa [...]
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+<script src="/139.281113cd.js"></script>
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+<script src="/7984174b.a6c1d58e.js"></script>
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diff --git a/docs/userDocs/yarn/WriteDockerfileTF/index.html b/docs/next/userDocs/yarn/WriteDockerfileTF/index.html
similarity index 71%
copy from docs/userDocs/yarn/WriteDockerfileTF/index.html
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index 24af991..c01504f 100644
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+++ b/docs/next/userDocs/yarn/WriteDockerfileTF/index.html
@@ -5,40 +5,42 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Docker Images for TensorFlow | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-d [...]
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Docker Images for TensorFlow | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-d [...]
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<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
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</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Pick up some TF dependencies</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">apt-get</span><span class="token plain"> update </span><span class="token operator" style="color:rgb [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">export</span><span class="token plain"> </span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">DEBIAN_FRONTEND</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain">noninteractive </span><span class="token operator" style="color:rgb(137, 221, 255)">& [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">RUN </span><span class="token function" style="color:rgb(130, 170, 255)">curl</span><span class="token plain"> -O https://bootstrap.pypa.io/get-pip.py </span><span class="token operator" style="color:rgb(137, 221, 255)">&&</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span></div><div class="token-line" [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">RUN pip --no-cache-dir </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> Pillow </span><span class="token punctuation" style="color:rgb(199, 146, 23 [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">RUN pip --no-cache-dir </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">\</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> http://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-1.13.1-cp27-none- [...]
You can also use prebuilt images for convenience:</p><ul><li>hadoopsubmarine/tf-1.13.1-gpu:0.0.1</li><li>hadoopsubmarine/tf-1.13.1-cpu:0.0.1</li></ul></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/userDocs/yarn/WriteDockerfileTF.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 4 [...]
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diff --git a/docs/userDocs/yarn/YARNRuntimeGuide/index.html b/docs/next/userDocs/yarn/YARNRuntimeGuide/index.html
similarity index 81%
copy from docs/userDocs/yarn/YARNRuntimeGuide/index.html
copy to docs/next/userDocs/yarn/YARNRuntimeGuide/index.html
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+++ b/docs/next/userDocs/yarn/YARNRuntimeGuide/index.html
@@ -5,40 +5,42 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">YARN Runtime Quick Start Guide | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs [...]
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-<link rel="preload" href="/fa111d7f.6e1e30f0.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">YARN Runtime Quick Start Guide | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs [...]
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</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
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</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Make sure to install using Python 3, as TensorFlow only provides Python 3 artifacts</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">python virtualenv-16.0.0/virtualenv.py venv</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">. venv/bin/activate</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">pip i [...]
</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="with-docker"></a>With Docker<a class="hash-link" href="#with-docker" title="Direct link to heading">#</a></h3><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlo [...]
the <code>submarine-core-${SUBMARINE_VERSION}.jar</code>, <code>submarine-yarnservice-runtime-${SUBMARINE_VERSION}.jar</code> and <code>submarine-tony-runtime-${SUBMARINE_VERSION}.jar</code>.</p><br><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="launch-pytorch-application"></a>Launch PyTorch Application:<a class="hash-link" href="#launch-pytorch-application" title="Direct link to heading">#</a></h2><h3><a aria-hidden="true" tabindex="-1" class="anchor enha [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">python virtualenv-16.0.0/virtualenv.py venv</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">. venv/bin/activate</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">pip install pytorch==0.4.0</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">zip -r myvenv.zip venv</span></div><div class="token-line" style [...]
</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="with-docker-1"></a>With Docker<a class="hash-link" href="#with-docker-1" title="Direct link to heading">#</a></h3><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="cod [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">python virtualenv-16.0.0/virtualenv.py venv</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">. venv/bin/activate</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">pip install mxnet==1.5.1</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">zip -r myvenv.zip venv</span></div><div class="token-line" style=" [...]
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+<script src="/fa111d7f.8c79701e.js"></script>
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diff --git a/docs/userDocs/yarn/docker/tensorflow/with-cifar10-models/ubuntu-18.04/cifar10_estimator_tf_1.13.1/README/index.html b/docs/next/userDocs/yarn/docker/tensorflow/with-cifar10-models/ubuntu-18.04/cifar10_estimator_tf_1.13.1/README/index.html
similarity index 95%
copy from docs/userDocs/yarn/docker/tensorflow/with-cifar10-models/ubuntu-18.04/cifar10_estimator_tf_1.13.1/README/index.html
copy to docs/next/userDocs/yarn/docker/tensorflow/with-cifar10-models/ubuntu-18.04/cifar10_estimator_tf_1.13.1/README/index.html
index 799d500..2628daa 100644
--- a/docs/userDocs/yarn/docker/tensorflow/with-cifar10-models/ubuntu-18.04/cifar10_estimator_tf_1.13.1/README/index.html
+++ b/docs/next/userDocs/yarn/docker/tensorflow/with-cifar10-models/ubuntu-18.04/cifar10_estimator_tf_1.13.1/README/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
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-<link rel="preload" href="/17896441.35908643.js" as="script">
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">README | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"><meta [...]
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+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
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+<link rel="preload" href="/935f2afb.0075180b.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/76a60836.b69d2a9c.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
evaluate a CIFAR-10 ResNet model on:</p><ul><li>A single host with one CPU;</li><li>A single host with multiple GPUs;</li><li>Multiple hosts with CPU or multiple GPUs;</li></ul><p>Before trying to run the model we highly encourage you to read all the README.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="prerequisite"></a>Prerequisite<a class="hash-link" href="#prerequisite" title="Direct link to heading">#</a></h2><ol><li><p><a href="https://www.tensor [...]
later.</p></li><li><p>Download the CIFAR-10 dataset and generate TFRecord files using the provided
script. The script and associated command below will download the CIFAR-10
@@ -70,17 +71,18 @@ additional data like images that pass through it.</p><p>You'll see somethin
<code>job dir</code> parameter you used to train or evaluate your model.</p><p>Check TensorBoard during training or after it. Just point TensorBoard to the
model_dir you chose on the previous step.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-shell codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">tensorboard --log-dir</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token string" style="color:rgb(195, [...]
similar to:</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-python codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">File </span><span class="token string" style="color:rgb(195, 232, 141)">"cifar10_main.py"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</sp [...]
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+<script src="/76a60836.b69d2a9c.js"></script>
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diff --git a/docs/releases/submarine-release-0.2.0/index.html b/docs/releases/submarine-release-0.2.0/index.html
index 2c0d385..28795b1 100644
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+++ b/docs/releases/submarine-release-0.2.0/index.html
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<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Apache Submarine Release 0.2.0 | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-d [...]
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-46 patches for improvements and bug fixes.</p><p>We encourage to <a href="/docs/download">download</a> the latest release. Feedback through the <a href="/docs/community/README">mailing lists</a> is very welcome.</p><p>You can visit <a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?version=12343240&styleName=&projectId=12316221" target="_blank" rel="noopener noreferrer">issue tracker</a> for full list of issues that are resolved.</p></div></article><div class="margin [...]
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+46 patches for improvements and bug fixes.</p><p>We encourage to <a href="/docs/download">download</a> the latest release. Feedback through the <a href="/docs/community/README">mailing lists</a> is very welcome.</p><p>You can visit <a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?version=12343240&styleName=&projectId=12316221" target="_blank" rel="noopener noreferrer">issue tracker</a> for full list of issues that are resolved.</p></div></article><div class="margin [...]
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Apache Submarine Release 0.3.0 | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-d [...]
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-196 patches for improvements and bug fixes. The highlighted features are as follows:</p><ul><li>Mini-submarine (YARN)</li><li>Basic Tensorflow job submission to k8s through submarine-server RESTful API</li><li>Job submission on YARN through submarine-server RPC protocol</li></ul><p>We encourage to <a href="/docs/download">download</a> the latest release. Feedback through the <a href="/docs/community/README">mailing lists</a> is very welcome.</p><p>You can visit <a href="https://issues.ap [...]
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+196 patches for improvements and bug fixes. The highlighted features are as follows:</p><ul><li>Mini-submarine (YARN)</li><li>Basic Tensorflow job submission to k8s through submarine-server RESTful API</li><li>Job submission on YARN through submarine-server RPC protocol</li></ul><p>We encourage to <a href="/docs/download">download</a> the latest release. Feedback through the <a href="/docs/community/README">mailing lists</a> is very welcome.</p><p>You can visit <a href="https://issues.ap [...]
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<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
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-175 patches for improvements and bug fixes. The highlighted features are as follows:</p><ul><li>Submarine Experiments: Refactor the Job to experiment and redefined the experiment spec</li><li>Submarine Helm Charts: Provides one command to install the submarine into the Kubernetes cluster</li><li>PySubmarine: Submarine Python SDK</li></ul><p>We encourage to <a href="/docs/download">download</a> the latest release. Feedback through the <a href="/docs/community/README">mailing lists</a> is [...]
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-<script src="/908f39ac.8951b1dc.js"></script>
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+175 patches for improvements and bug fixes. The highlighted features are as follows:</p><ul><li>Submarine Experiments: Refactor the Job to experiment and redefined the experiment spec</li><li>Submarine Helm Charts: Provides one command to install the submarine into the Kubernetes cluster</li><li>PySubmarine: Submarine Python SDK</li></ul><p>We encourage to <a href="/docs/download">download</a> the latest release. Feedback through the <a href="/docs/community/README">mailing lists</a> is [...]
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index a563e00..42a3162 100644
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Apache Submarine Release 0.5.0 | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-d [...]
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<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
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-99 patches for improvements and bug fixes. The highlighted features are as follows:</p><ul><li>Submarine Experiments: Redefined the experiment spec, sync up code from Git, it could be HTTP and ssh</li><li>Predefined experiment template: Register A experiment template and submit the related parameter to run an experiment using Rest API</li><li>Environment profile: Users could easily manage their docker image and conda environment</li><li>Jupyter Notebook: Spawn a jupyter notebook using Re [...]
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+99 patches for improvements and bug fixes. The highlighted features are as follows:</p><ul><li>Submarine Experiments: Redefined the experiment spec, sync up code from Git, it could be HTTP and ssh</li><li>Predefined experiment template: Register A experiment template and submit the related parameter to run an experiment using Rest API</li><li>Environment profile: Users could easily manage their docker image and conda environment</li><li>Jupyter Notebook: Spawn a jupyter notebook using Re [...]
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+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<script src="/styles.d88ea4fd.js"></script>
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+<script src="/1.c7b5cbdc.js"></script>
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diff --git a/docs/userDocs/others/mlflow/index.html b/docs/userDocs/others/mlflow/index.html
index 0e43e28..210e688 100644
--- a/docs/userDocs/others/mlflow/index.html
+++ b/docs/userDocs/others/mlflow/index.html
@@ -5,39 +5,41 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">MLflow UI | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"><me [...]
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-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/82a4a2ce.f3dedffe.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">MLflow UI | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6.0"><meta d [...]
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</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
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+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
use the log_param or log_metric in ModelClient API, we could view
the result in MLflow UI. Below is the example of the usage of MLflow
UI.</p><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="example"></a>Example<a class="hash-link" href="#example" title="Direct link to heading">#</a></h3><ol><li>Run the following code in the cluster</li></ol><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-python codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token keyword" style="font-style:italic">if</span><span class="token plain"> __name__ </span><span class="token operator" style="color:rgb(137, 221, 255)">==</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"__main__"</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></s [...]
-result. You can also compare the training between different workers.</li></ol><p><img src="/assets/images/mlflow-ui-e2fbae31ba60c324e66f00f0ae3caebf.png"></p></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/userDocs/others/mlflow.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 40 [...]
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+result. You can also compare the training between different workers.</li></ol><p><img src="/assets/images/mlflow-ui-e2fbae31ba60c324e66f00f0ae3caebf.png"></p></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/versioned_docs/version-0.6.0/userDocs/others/mlflow.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" ro [...]
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+<script src="/10dc6c9a.e765a366.js"></script>
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diff --git a/docs/userDocs/others/tensorboard/index.html b/docs/userDocs/others/tensorboard/index.html
index 88b2fdf..de54c8a 100644
--- a/docs/userDocs/others/tensorboard/index.html
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<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Tensorboard | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6.0"><meta [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
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</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
-</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="connect-to-the-tensorboard-webpage"></a>Connect to the tensorboard webpage<a class="hash-link" href="#connect-to-the-tensorboard-webpage" title="Direct link to heading">#</a></h2><ol><li>Open the experiment page in the workbench, and Click the <code>TensorBoard</code> button.</li> [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
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-<script src="/1dbe41c3.8edcd53c.js"></script>
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="connect-to-the-tensorboard-webpage"></a>Connect to the tensorboard webpage<a class="hash-link" href="#connect-to-the-tensorboard-webpage" title="Direct link to heading">#</a></h2><ol><li>Open the experiment page in the workbench, and Click the <code>TensorBoard</code> button.</li> [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
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+<script src="/76720dd8.7667ab0a.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/userDocs/submarine-sdk/README/index.html b/docs/userDocs/submarine-sdk/README/index.html
index ff2ee67..9e974ce 100644
--- a/docs/userDocs/submarine-sdk/README/index.html
+++ b/docs/userDocs/submarine-sdk/README/index.html
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<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
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+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Submarine-SDK | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6.0"><me [...]
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<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
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-add tracking/metrics and view tracking/metrics from Submarine Workbench UI.</p></li></ul></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/userDocs/submarine-sdk/README.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 40 40" class="iconEdit_2LL7"><g><path d="m34.5 11.7l-3 3.1-6.3-6 [...]
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-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
in its own conda environment by running the following</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">conda create --name submarine-dev </span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">python</span><span cl [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># lint-requirements.txt and test-requirements.txt are in ./submarine-sdk/pysubmarine/github-actions</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">pip </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="toke [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># Installs pysubmarine from current checkout</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">pip </span><span class="token function" style="color:rgb(130, 170, 255)">install</span><span class="token plain"> ./submarine-sdk/pysubmarine</span></div></div [...]
@@ -31,18 +32,19 @@ to generate pysubmarine client API that used to communicate with submarine serve
to generate latest version of SDK.</p><ul><li><a href="https://github.com/apache/submarine/blob/master/submarine-server/server-core/src/main/java/org/apache/submarine/server/Bootstrap.java" target="_blank" rel="noopener noreferrer">Bootstrap.java</a></li><li><a href="https://github.com/apache/submarine/blob/master/submarine-server/server-core/src/main/java/org/apache/submarine/server/rest/ExperimentRestApi.java" target="_blank" rel="noopener noreferrer">ExperimentRestApi.java</a></li></u [...]
To elaborate, we can develop the sdk in local but can reach out to mlflow server by proxy.</p><ol><li>Install telepresence follow <a href="https://www.telepresence.io/reference/install" target="_blank" rel="noopener noreferrer">the instruction</a>.</li><li>Start proxy pod</li></ol><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;back [...]
in <a href="https://github.com/apache/submarine/blob/master/submarine-sdk/pysubmarine/setup.py" target="_blank" rel="noopener noreferrer">setup.py</a></li><li>Install Python packages</li></ol><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token builtin [...]
-in your local directory</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">python setup.py bdist_wheel</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><ol sta [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
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-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/cfa5b027.bd38fd88.js"></script>
+in your local directory</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-bash codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">python setup.py bdist_wheel</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><ol sta [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/fe5a2634.f346be9b.js"></script>
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diff --git a/docs/userDocs/submarine-sdk/tracking/index.html b/docs/userDocs/submarine-sdk/tracking/index.html
index e5a4fde..7b474ae 100644
--- a/docs/userDocs/submarine-sdk/tracking/index.html
+++ b/docs/userDocs/submarine-sdk/tracking/index.html
@@ -5,38 +5,40 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Tracking | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-current"><met [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
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-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
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-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/a49341a2.a04242e4.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Tracking | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs-default-0.6.0"><meta da [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
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+<link rel="preload" href="/2bab9bf0.970bb34e.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
data exchange, and task tracking capabilities to more efficiently improve the
development and execution of machine learning productivity</p><ul><li>Allow data scientist to track distributed ML experiment</li><li>Support store ML parameters and metrics in Submarine-server</li><li>Support hdfs, S3 and mysql (Currently we only support mysql)</li></ul><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="functions"></a>Functions<a class="hash-link" href="#functions" title="Direct link to heading">#</a></h2><h3><a aria-hidden="true" tabindex="- [...]
By default it's <code>mysql+pymysql://submarine:password@localhost:3306/submarine</code>.
-More detail : <a href="https://docs.sqlalchemy.org/en/latest/core/engines.html#database-urls" target="_blank" rel="noopener noreferrer">SQLAlchemy docs</a></li></ul></blockquote><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="submarinelog_paramkey-str-value-str---none"></a><code>submarine.log_param(key: str, value: str) -> None</code><a class="hash-link" href="#submarinelog_paramkey-str-value-str---none" title="Direct link to heading">#</a></h3><p>log a [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/a49341a2.a04242e4.js"></script>
+More detail : <a href="https://docs.sqlalchemy.org/en/latest/core/engines.html#database-urls" target="_blank" rel="noopener noreferrer">SQLAlchemy docs</a></li></ul></blockquote><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="submarinelog_paramkey-str-value-str---none"></a><code>submarine.log_param(key: str, value: str) -> None</code><a class="hash-link" href="#submarinelog_paramkey-str-value-str---none" title="Direct link to heading">#</a></h3><p>log a [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/2bab9bf0.970bb34e.js"></script>
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diff --git a/docs/userDocs/submarine-security/spark-security/README/index.html b/docs/userDocs/submarine-security/spark-security/README/index.html
index ac7278e..95b4424 100644
--- a/docs/userDocs/submarine-security/spark-security/README/index.html
+++ b/docs/userDocs/submarine-security/spark-security/README/index.html
@@ -5,23 +5,24 @@
<meta name="viewport" content="width=device-width,initial-scale=1">
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
<link rel="alternate" type="application/rss+xml" href="/blog/rss.xml" title="Apache Submarine Blog RSS Feed">
-<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Submarine Spark Security Plugin | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="current"><meta data-react-helmet="true" name="docusaurus_tag" content="doc [...]
-<link rel="preload" href="/styles.2c7de434.js" as="script">
-<link rel="preload" href="/runtime~main.05fe139f.js" as="script">
-<link rel="preload" href="/main.417f9500.js" as="script">
-<link rel="preload" href="/1.721c0a0e.js" as="script">
-<link rel="preload" href="/2.7289a733.js" as="script">
-<link rel="preload" href="/1be78505.e8ba8b9b.js" as="script">
-<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
-<link rel="preload" href="/75.68e10bf3.js" as="script">
-<link rel="preload" href="/74.a0bf9a5e.js" as="script">
-<link rel="preload" href="/935f2afb.1507c426.js" as="script">
-<link rel="preload" href="/17896441.35908643.js" as="script">
-<link rel="preload" href="/d46ae3ab.933e7d47.js" as="script">
+<link rel="alternate" type="application/atom+xml" href="/blog/atom.xml" title="Apache Submarine Blog Atom Feed"><title data-react-helmet="true">Submarine Spark Security Plugin | Apache Submarine</title><meta data-react-helmet="true" name="twitter:card" content="summary_large_image"><meta data-react-helmet="true" name="docusaurus_locale" content="en"><meta data-react-helmet="true" name="docusaurus_version" content="0.6.0"><meta data-react-helmet="true" name="docusaurus_tag" content="docs- [...]
+<link rel="preload" href="/styles.d88ea4fd.js" as="script">
+<link rel="preload" href="/runtime~main.a2030d33.js" as="script">
+<link rel="preload" href="/main.5ab91245.js" as="script">
+<link rel="preload" href="/1.c7b5cbdc.js" as="script">
+<link rel="preload" href="/2.aef5bb4a.js" as="script">
+<link rel="preload" href="/18b93cb3.eb8dc039.js" as="script">
+<link rel="preload" href="/1be78505.a43ca915.js" as="script">
+<link rel="preload" href="/c4f5d8e4.5b609e41.js" as="script">
+<link rel="preload" href="/140.0fdb321c.js" as="script">
+<link rel="preload" href="/139.281113cd.js" as="script">
+<link rel="preload" href="/58f10d9f.1a495ef5.js" as="script">
+<link rel="preload" href="/17896441.e477da64.js" as="script">
+<link rel="preload" href="/d2a03af7.398b4a90.js" as="script">
</head>
<body>
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=localStorage.getItem("theme")}catch(t){}return t}();t(null!==e?e:"light")}()</script><div id="__docusaurus">
-<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
such as HDFS, Hive, HBase, Solr and Sqoop2. However, <a href="http://spark.apache.org" target="_blank" rel="noopener noreferrer">Apache Spark™</a> is not counted in yet.
When a secured HDFS cluster is used as a data warehouse accessed by various users and groups via different applications wrote by Spark and Hive,
it is very difficult to guarantee data management in a consistent way. Apache Spark users visit data warehouse only
@@ -44,18 +45,19 @@ to enable/disable auditing.</p><div class="mdxCodeBlock_1zKU"><div class="codeBl
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token tag punctuation" style="color:rgb(199, 146, 234)"></</span><span class="token tag" style="color:rgb(255, 85, 114)">configuration</span><span class="token tag punctuation" style="color:rgb(199, 146, 234)">></span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block">
</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h4><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="settings-for-apache-spark"></a>Settings for Apache Spark<a class="hash-link" href="#settings-for-apache-spark" title="Direct link to heading">#</a></h4><p>You can configure <code>spark.sql.extensions</code> with the <code>*Extension</code> we provided.
For example, <code>spark.sql.extensions=org.apache.submarine.spark.security.api.RangerSparkAuthzExtension</code></p><p>Currently, you can set the following options to <code>spark.sql.extensions</code> to choose authorization w/ or w/o
-extra functions.</p><table><thead><tr><th>option</th><th>authorization</th><th>row filtering</th><th>data masking</th></tr></thead><tbody><tr><td>org.apache.submarine.spark.security.api.RangerSparkAuthzExtension</td><td>√</td><td>×</td><td>×</td></tr><tr><td>org.apache.submarine.spark.security.api.RangerSparkSQLExtension</td><td>√</td><td>√</td><td>√</td></tr></tbody></table></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/ [...]
-<script src="/styles.2c7de434.js"></script>
-<script src="/runtime~main.05fe139f.js"></script>
-<script src="/main.417f9500.js"></script>
-<script src="/1.721c0a0e.js"></script>
-<script src="/2.7289a733.js"></script>
-<script src="/1be78505.e8ba8b9b.js"></script>
-<script src="/c4f5d8e4.50d8dd6f.js"></script>
-<script src="/75.68e10bf3.js"></script>
-<script src="/74.a0bf9a5e.js"></script>
-<script src="/935f2afb.1507c426.js"></script>
-<script src="/17896441.35908643.js"></script>
-<script src="/d46ae3ab.933e7d47.js"></script>
+extra functions.</p><table><thead><tr><th>option</th><th>authorization</th><th>row filtering</th><th>data masking</th></tr></thead><tbody><tr><td>org.apache.submarine.spark.security.api.RangerSparkAuthzExtension</td><td>√</td><td>×</td><td>×</td></tr><tr><td>org.apache.submarine.spark.security.api.RangerSparkSQLExtension</td><td>√</td><td>√</td><td>√</td></tr></tbody></table></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/ [...]
+<script src="/styles.d88ea4fd.js"></script>
+<script src="/runtime~main.a2030d33.js"></script>
+<script src="/main.5ab91245.js"></script>
+<script src="/1.c7b5cbdc.js"></script>
+<script src="/2.aef5bb4a.js"></script>
+<script src="/18b93cb3.eb8dc039.js"></script>
+<script src="/1be78505.a43ca915.js"></script>
+<script src="/c4f5d8e4.5b609e41.js"></script>
+<script src="/140.0fdb321c.js"></script>
+<script src="/139.281113cd.js"></script>
+<script src="/58f10d9f.1a495ef5.js"></script>
+<script src="/17896441.e477da64.js"></script>
+<script src="/d2a03af7.398b4a90.js"></script>
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diff --git a/docs/userDocs/submarine-security/spark-security/build-submarine-spark-security-plugin/index.html b/docs/userDocs/submarine-security/spark-security/build-submarine-spark-security-plugin/index.html
index 1e76946..52f7f5b 100644
--- a/docs/userDocs/submarine-security/spark-security/build-submarine-spark-security-plugin/index.html
+++ b/docs/userDocs/submarine-security/spark-security/build-submarine-spark-security-plugin/index.html
@@ -5,34 +5,36 @@
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+<nav aria-label="Skip navigation links"><button type="button" tabindex="0" class="skipToContent_11B0">Skip to main content</button></nav><nav class="navbar navbar--fixed-top"><div class="navbar__inner"><div class="navbar__items"><div aria-label="Navigation bar toggle" class="navbar__toggle" role="button" tabindex="0"><svg aria-label="Menu" width="30" height="30" viewBox="0 0 30 30" role="img" focusable="false"><title>Menu</title><path stroke="currentColor" stroke-linecap="round" stroke-m [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># A simple script to get information about mount points and pids and their</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token comment" style="color:rgb(105, 112, 152);font-style:italic"># mount namespaces.</span><span class="toke [...]
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</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token assign-left variable" style="color:rgb(191, 199, 213)">MOUNTS</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token variable" style="color:rgb(191, 199, 213)">`</span><span class="token variable function" style="color:rgb(130, 170, 255)">find</span><span class="token variable" style="color:rgb(191, 199, 213)"> /proc/*/mounts </span><span [...]
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token plain"> -z </span><span class="token string" style="color:rgb(195, 232, 141)">"</span><span class="token string variable" style="color:rgb(191, 199, 213)">$MOUNTS</span><span class="token string" style="color:rgb(195, 232, 141)">"</span><span class="token plain"> </span><span class="token punctuat [...]
-</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(255, 203, 107)">printf</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">"PID</span><span class="token string entity" style="color:rgb(195, 232, 141)">\t</span><span class="token string" style="color:rgb(195, 232, 141)">NAME</span><span class="token string entity" style="color:rgb(195, 23 [...]
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