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Posted to commits@submarine.apache.org by pi...@apache.org on 2021/08/05 05:39:38 UTC
[submarine-site] branch asf-site updated: Deploy website - based on
a94494bf4ba89d05b3e8680b3139736204781c35
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 155e89f Deploy website - based on a94494bf4ba89d05b3e8680b3139736204781c35
155e89f is described below
commit 155e89fbcb6b8a13f88894a51823b68d9000ce45
Author: pingsutw <pi...@apache.org>
AuthorDate: Thu Aug 5 05:39:30 2021 +0000
Deploy website - based on a94494bf4ba89d05b3e8680b3139736204781c35
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166 files changed, 1721 insertions(+), 1661 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)">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 [...]
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</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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\ No newline at end of file
diff --git a/docs/adminDocs/yarn/workbench/HowToRun/index.html b/docs/adminDocs/yarn/workbench/HowToRun/index.html
index 1ead4c9..441fe2f 100644
--- a/docs/adminDocs/yarn/workbench/HowToRun/index.html
+++ b/docs/adminDocs/yarn/workbench/HowToRun/index.html
@@ -6,38 +6,38 @@
<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 [...]
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-<link rel="preload" href="/17896441.fce59658.js" as="script">
-<link rel="preload" href="/bf08320e.c8bf0b03.js" as="script">
+<link rel="preload" href="/styles.2c7de434.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">// 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> [...]
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diff --git a/docs/adminDocs/yarn/workbench/README.zh-CN/index.html b/docs/adminDocs/yarn/workbench/README.zh-CN/index.html
index 28fdadc..9671ace 100644
--- a/docs/adminDocs/yarn/workbench/README.zh-CN/index.html
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-<script src="/389ecd94.e86d9e48.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.2c7de434.js"></script>
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+<script src="/1be78505.e8ba8b9b.js"></script>
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+<script src="/935f2afb.1507c426.js"></script>
+<script src="/17896441.35908643.js"></script>
+<script src="/389ecd94.796c35c7.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 d2daba6..bb2f112 100644
--- a/docs/adminDocs/yarn/workbench/README/index.html
+++ b/docs/adminDocs/yarn/workbench/README/index.html
@@ -6,34 +6,34 @@
<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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<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 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 [...]
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diff --git a/docs/adminDocs/yarn/workbench/notebook/setup-jupyter/index.html b/docs/adminDocs/yarn/workbench/notebook/setup-jupyter/index.html
index e52a1f5..efa1c8c 100644
--- a/docs/adminDocs/yarn/workbench/notebook/setup-jupyter/index.html
+++ b/docs/adminDocs/yarn/workbench/notebook/setup-jupyter/index.html
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<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){var t=null;try{t=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" [...]
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diff --git a/docs/api/environment/index.html b/docs/api/environment/index.html
index 08257ed..2be92e4 100644
--- a/docs/api/environment/index.html
+++ b/docs/api/environment/index.html
@@ -6,35 +6,35 @@
<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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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 [...]
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diff --git a/docs/api/experiment-template/index.html b/docs/api/experiment-template/index.html
index bf1571c..ef2e34c 100644
--- a/docs/api/experiment-template/index.html
+++ b/docs/api/experiment-template/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">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 [...]
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
@@ -30,17 +30,17 @@ description: Introduction of this parameter</p><p>Users can use existing experim
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 [...]
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diff --git a/docs/api/experiment/index.html b/docs/api/experiment/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 [...]
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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diff --git a/docs/api/notebook/index.html b/docs/api/notebook/index.html
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+++ b/docs/api/notebook/index.html
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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 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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diff --git a/docs/community/HowToCommit/index.html b/docs/community/HowToCommit/index.html
index e6f4626..1325c78 100644
--- a/docs/community/HowToCommit/index.html
+++ b/docs/community/HowToCommit/index.html
@@ -6,22 +6,22 @@
<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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-<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
@@ -45,17 +45,17 @@ for review.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnc
<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 [...]
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diff --git a/docs/community/README/index.html b/docs/community/README/index.html
index 6af9052..0327171 100644
--- a/docs/community/README/index.html
+++ b/docs/community/README/index.html
@@ -6,36 +6,36 @@
<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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-<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 [...]
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diff --git a/docs/community/contributing/index.html b/docs/community/contributing/index.html
index 5508cdc..822ba1d 100644
--- a/docs/community/contributing/index.html
+++ b/docs/community/contributing/index.html
@@ -6,22 +6,22 @@
<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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<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:${USERNAME}/submarine.git (push)</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># upstrea [...]
<img alt="jira_number_example" src="/assets/images/jira_number_example-9d86e8dd3b72d9d9c2adddfbffc00a54.png"></li></ul><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="step4-create-a-local-branch-for-your-contribution"></a>Step4: Create a local branch for your contribution<a class="hash-link" href="#step4-create-a-local-branch-for-your-contribution" title="Direct link to heading">#</a></h3><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><di [...]
@@ -29,17 +29,17 @@
</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"># Create a new branch fro issue SUBMARINE-${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=" [...]
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diff --git a/docs/designDocs/architecture-and-requirements/index.html b/docs/designDocs/architecture-and-requirements/index.html
index fc34c44..e7f4546 100644
--- a/docs/designDocs/architecture-and-requirements/index.html
+++ b/docs/designDocs/architecture-and-requirements/index.html
@@ -6,22 +6,22 @@
<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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-<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.
@@ -38,17 +38,17 @@
<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 [...]
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+<script src="/e3af4e10.b40b67e8.js"></script>
</body>
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diff --git a/docs/designDocs/environments-implementation/index.html b/docs/designDocs/environments-implementation/index.html
index dfea693..d5fcebd 100644
--- a/docs/designDocs/environments-implementation/index.html
+++ b/docs/designDocs/environments-implementation/index.html
@@ -6,38 +6,38 @@
<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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<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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diff --git a/docs/designDocs/experiment-implementation/index.html b/docs/designDocs/experiment-implementation/index.html
index 3a288ca..8542c92 100644
--- a/docs/designDocs/experiment-implementation/index.html
+++ b/docs/designDocs/experiment-implementation/index.html
@@ -6,39 +6,39 @@
<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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<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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diff --git a/docs/designDocs/notebook-implementation/index.html b/docs/designDocs/notebook-implementation/index.html
index 3e0dea5..5b38bfa 100644
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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 [...]
</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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diff --git a/docs/designDocs/storage-implementation/index.html b/docs/designDocs/storage-implementation/index.html
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diff --git a/docs/designDocs/submarine-server/architecture/index.html b/docs/designDocs/submarine-server/architecture/index.html
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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 Server 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="doc [...]
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</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"> | | Experiment | |Notebook Session | |Environment Mgr | |</span></div [...]
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diff --git a/docs/designDocs/wip-designs/security-implementation/index.html b/docs/designDocs/wip-designs/security-implementation/index.html
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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 7516ebe..2108c00 100644
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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 [...]
@@ -45,17 +45,17 @@ Multiple submarine server groups are built into distributed clusters by using th
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 [...]
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+<script src="/b60f7df5.4393b34e.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/designDocs/wip-designs/submarine-launcher/index.html b/docs/designDocs/wip-designs/submarine-launcher/index.html
index 1d277cd..e120cdb 100644
--- a/docs/designDocs/wip-designs/submarine-launcher/index.html
+++ b/docs/designDocs/wip-designs/submarine-launcher/index.html
@@ -6,22 +6,22 @@
<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="preload" href="/styles.2c7de434.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 [...]
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;
@@ -40,17 +40,17 @@ By using this interface, you can run the submarine server, and workspace in k8s
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.9eded6c0.js"></script>
-<script src="/runtime~main.83bf24a6.js"></script>
-<script src="/main.10a16c31.js"></script>
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-<script src="/2.fc23c045.js"></script>
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-<script src="/c4f5d8e4.9f54c80d.js"></script>
-<script src="/74.eaa78a30.js"></script>
-<script src="/73.b90c9444.js"></script>
-<script src="/935f2afb.86aaf8b5.js"></script>
-<script src="/17896441.fce59658.js"></script>
-<script src="/817286e8.5dd92e9c.js"></script>
+<script src="/styles.2c7de434.js"></script>
+<script src="/runtime~main.13c33cb4.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="/817286e8.3797e5b0.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 1c2ecd8..3a1bb31 100644
--- a/docs/devDocs/BuildFromCode/index.html
+++ b/docs/devDocs/BuildFromCode/index.html
@@ -6,36 +6,36 @@
<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.9eded6c0.js" as="script">
-<link rel="preload" href="/runtime~main.83bf24a6.js" as="script">
-<link rel="preload" href="/main.10a16c31.js" as="script">
-<link rel="preload" href="/1.61345715.js" as="script">
-<link rel="preload" href="/2.fc23c045.js" as="script">
-<link rel="preload" href="/1be78505.61f7c6b5.js" as="script">
-<link rel="preload" href="/c4f5d8e4.9f54c80d.js" as="script">
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-<link rel="preload" href="/17896441.fce59658.js" as="script">
-<link rel="preload" href="/97b312ed.2ac4949c.js" as="script">
+<link rel="preload" href="/styles.2c7de434.js" as="script">
+<link rel="preload" href="/runtime~main.13c33cb4.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="/c4f5d8e4.50d8dd6f.js" as="script">
+<link rel="preload" href="/75.68e10bf3.js" as="script">
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+<link rel="preload" href="/97b312ed.9cb22e49.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.9eded6c0.js"></script>
-<script src="/runtime~main.83bf24a6.js"></script>
-<script src="/main.10a16c31.js"></script>
-<script src="/1.61345715.js"></script>
-<script src="/2.fc23c045.js"></script>
-<script src="/1be78505.61f7c6b5.js"></script>
-<script src="/c4f5d8e4.9f54c80d.js"></script>
-<script src="/74.eaa78a30.js"></script>
-<script src="/73.b90c9444.js"></script>
-<script src="/935f2afb.86aaf8b5.js"></script>
-<script src="/17896441.fce59658.js"></script>
-<script src="/97b312ed.2ac4949c.js"></script>
+<script src="/styles.2c7de434.js"></script>
+<script src="/runtime~main.13c33cb4.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>
</body>
</html>
\ No newline at end of file
diff --git a/docs/devDocs/Dependencies/index.html b/docs/devDocs/Dependencies/index.html
index 7feb2f9..9b08e07 100644
--- a/docs/devDocs/Dependencies/index.html
+++ b/docs/devDocs/Dependencies/index.html
@@ -6,33 +6,33 @@
<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="/runtime~main.83bf24a6.js" as="script">
-<link rel="preload" href="/main.10a16c31.js" as="script">
-<link rel="preload" href="/1.61345715.js" as="script">
-<link rel="preload" href="/2.fc23c045.js" as="script">
-<link rel="preload" href="/1be78505.61f7c6b5.js" as="script">
-<link rel="preload" href="/c4f5d8e4.9f54c80d.js" as="script">
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-<link rel="preload" href="/73.b90c9444.js" as="script">
-<link rel="preload" href="/935f2afb.86aaf8b5.js" as="script">
-<link rel="preload" href="/17896441.fce59658.js" as="script">
-<link rel="preload" href="/72f8d982.eeb62ace.js" as="script">
+<link rel="preload" href="/styles.2c7de434.js" as="script">
+<link rel="preload" href="/runtime~main.13c33cb4.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">
</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.9eded6c0.js"></script>
-<script src="/runtime~main.83bf24a6.js"></script>
-<script src="/main.10a16c31.js"></script>
-<script src="/1.61345715.js"></script>
-<script src="/2.fc23c045.js"></script>
-<script src="/1be78505.61f7c6b5.js"></script>
-<script src="/c4f5d8e4.9f54c80d.js"></script>
-<script src="/74.eaa78a30.js"></script>
-<script src="/73.b90c9444.js"></script>
-<script src="/935f2afb.86aaf8b5.js"></script>
-<script src="/17896441.fce59658.js"></script>
-<script src="/72f8d982.eeb62ace.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.2c7de434.js"></script>
+<script src="/runtime~main.13c33cb4.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>
</body>
</html>
\ No newline at end of file
diff --git a/docs/devDocs/Development/index.html b/docs/devDocs/Development/index.html
index 55145c3..f62224c 100644
--- a/docs/devDocs/Development/index.html
+++ b/docs/devDocs/Development/index.html
@@ -6,38 +6,38 @@
<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.9eded6c0.js" as="script">
-<link rel="preload" href="/runtime~main.83bf24a6.js" as="script">
-<link rel="preload" href="/main.10a16c31.js" as="script">
-<link rel="preload" href="/1.61345715.js" as="script">
-<link rel="preload" href="/2.fc23c045.js" as="script">
-<link rel="preload" href="/1be78505.61f7c6b5.js" as="script">
-<link rel="preload" href="/c4f5d8e4.9f54c80d.js" as="script">
-<link rel="preload" href="/74.eaa78a30.js" as="script">
-<link rel="preload" href="/73.b90c9444.js" as="script">
-<link rel="preload" href="/935f2afb.86aaf8b5.js" as="script">
-<link rel="preload" href="/17896441.fce59658.js" as="script">
-<link rel="preload" href="/897bc7ae.4004425f.js" as="script">
+<link rel="preload" href="/styles.2c7de434.js" as="script">
+<link rel="preload" href="/runtime~main.13c33cb4.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.3f6bd21b.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.9eded6c0.js"></script>
-<script src="/runtime~main.83bf24a6.js"></script>
-<script src="/main.10a16c31.js"></script>
-<script src="/1.61345715.js"></script>
-<script src="/2.fc23c045.js"></script>
-<script src="/1be78505.61f7c6b5.js"></script>
-<script src="/c4f5d8e4.9f54c80d.js"></script>
-<script src="/74.eaa78a30.js"></script>
-<script src="/73.b90c9444.js"></script>
-<script src="/935f2afb.86aaf8b5.js"></script>
-<script src="/17896441.fce59658.js"></script>
-<script src="/897bc7ae.4004425f.js"></script>
+<script src="/styles.2c7de434.js"></script>
+<script src="/runtime~main.13c33cb4.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.3f6bd21b.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/devDocs/IntegrationTestE2E/index.html b/docs/devDocs/IntegrationTestE2E/index.html
index 3c26e1c..4ae746c 100644
--- a/docs/devDocs/IntegrationTestE2E/index.html
+++ b/docs/devDocs/IntegrationTestE2E/index.html
@@ -6,35 +6,35 @@
<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="preload" href="/runtime~main.83bf24a6.js" as="script">
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-<link rel="preload" href="/1.61345715.js" as="script">
-<link rel="preload" href="/2.fc23c045.js" as="script">
-<link rel="preload" href="/1be78505.61f7c6b5.js" as="script">
-<link rel="preload" href="/c4f5d8e4.9f54c80d.js" as="script">
-<link rel="preload" href="/74.eaa78a30.js" as="script">
-<link rel="preload" href="/73.b90c9444.js" as="script">
-<link rel="preload" href="/935f2afb.86aaf8b5.js" as="script">
-<link rel="preload" href="/17896441.fce59658.js" as="script">
-<link rel="preload" href="/b9b5b6b9.09113117.js" as="script">
+<link rel="preload" href="/styles.2c7de434.js" as="script">
+<link rel="preload" href="/runtime~main.13c33cb4.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="/b9b5b6b9.87d0de3e.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 [...]
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.9eded6c0.js"></script>
-<script src="/runtime~main.83bf24a6.js"></script>
-<script src="/main.10a16c31.js"></script>
-<script src="/1.61345715.js"></script>
-<script src="/2.fc23c045.js"></script>
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-<script src="/c4f5d8e4.9f54c80d.js"></script>
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-<script src="/17896441.fce59658.js"></script>
-<script src="/b9b5b6b9.09113117.js"></script>
+<script src="/styles.2c7de434.js"></script>
+<script src="/runtime~main.13c33cb4.js"></script>
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+<script src="/1.721c0a0e.js"></script>
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+<script src="/74.a0bf9a5e.js"></script>
+<script src="/935f2afb.1507c426.js"></script>
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+<script src="/b9b5b6b9.87d0de3e.js"></script>
</body>
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diff --git a/docs/devDocs/IntegrationTestK8s/index.html b/docs/devDocs/IntegrationTestK8s/index.html
index 1e11f10..ca41054 100644
--- a/docs/devDocs/IntegrationTestK8s/index.html
+++ b/docs/devDocs/IntegrationTestK8s/index.html
@@ -6,33 +6,33 @@
<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="/2.fc23c045.js" as="script">
-<link rel="preload" href="/1be78505.61f7c6b5.js" as="script">
-<link rel="preload" href="/c4f5d8e4.9f54c80d.js" as="script">
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-<link rel="preload" href="/73.b90c9444.js" as="script">
-<link rel="preload" href="/935f2afb.86aaf8b5.js" as="script">
-<link rel="preload" href="/17896441.fce59658.js" as="script">
-<link rel="preload" href="/b3da5595.3be7349c.js" as="script">
+<link rel="preload" href="/styles.2c7de434.js" as="script">
+<link rel="preload" href="/runtime~main.13c33cb4.js" as="script">
+<link rel="preload" href="/main.417f9500.js" as="script">
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+<link rel="preload" href="/c4f5d8e4.50d8dd6f.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 [...]
-<script src="/styles.9eded6c0.js"></script>
-<script src="/runtime~main.83bf24a6.js"></script>
-<script src="/main.10a16c31.js"></script>
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-<script src="/17896441.fce59658.js"></script>
-<script src="/b3da5595.3be7349c.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.2c7de434.js"></script>
+<script src="/runtime~main.13c33cb4.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="/b3da5595.ae3f7e6f.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/devDocs/README/index.html b/docs/devDocs/README/index.html
index e0b58e6..493cbaa 100644
--- a/docs/devDocs/README/index.html
+++ b/docs/devDocs/README/index.html
@@ -6,22 +6,22 @@
<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.9eded6c0.js" as="script">
-<link rel="preload" href="/runtime~main.83bf24a6.js" as="script">
-<link rel="preload" href="/main.10a16c31.js" as="script">
-<link rel="preload" href="/1.61345715.js" as="script">
-<link rel="preload" href="/2.fc23c045.js" as="script">
-<link rel="preload" href="/1be78505.61f7c6b5.js" as="script">
-<link rel="preload" href="/c4f5d8e4.9f54c80d.js" as="script">
-<link rel="preload" href="/74.eaa78a30.js" as="script">
-<link rel="preload" href="/73.b90c9444.js" as="script">
-<link rel="preload" href="/935f2afb.86aaf8b5.js" as="script">
-<link rel="preload" href="/17896441.fce59658.js" as="script">
-<link rel="preload" href="/ee8d19c0.166c5ef6.js" as="script">
+<link rel="preload" href="/styles.2c7de434.js" as="script">
+<link rel="preload" href="/runtime~main.13c33cb4.js" as="script">
+<link rel="preload" href="/main.417f9500.js" as="script">
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+<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">
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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 [...]
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
@@ -30,17 +30,17 @@ 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.fce59658.js"></script>
-<script src="/ee8d19c0.166c5ef6.js"></script>
+<script src="/styles.2c7de434.js"></script>
+<script src="/runtime~main.13c33cb4.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="/ee8d19c0.79d9f260.js"></script>
</body>
</html>
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diff --git a/docs/download/index.html b/docs/download/index.html
index 826d61d..5fa57f9 100644
--- a/docs/download/index.html
+++ b/docs/download/index.html
@@ -6,22 +6,22 @@
<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">
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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 [...]
<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 +52,17 @@
<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.9eded6c0.js"></script>
-<script src="/runtime~main.83bf24a6.js"></script>
-<script src="/main.10a16c31.js"></script>
-<script src="/1.61345715.js"></script>
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-<script src="/17896441.fce59658.js"></script>
-<script src="/f9e23376.d945ef08.js"></script>
+<script src="/styles.2c7de434.js"></script>
+<script src="/runtime~main.13c33cb4.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>
</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 0432f47..641bdbc 100644
--- a/docs/ecosystem/kaldi/RunningDistributedThchs30KaldiJobs/index.html
+++ b/docs/ecosystem/kaldi/RunningDistributedThchs30KaldiJobs/index.html
@@ -6,22 +6,22 @@
<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=" [...]
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-<link rel="preload" href="/1be78505.61f7c6b5.js" as="script">
-<link rel="preload" href="/c4f5d8e4.9f54c80d.js" as="script">
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-<link rel="preload" href="/17896441.fce59658.js" as="script">
-<link rel="preload" href="/6d147207.f7957f59.js" as="script">
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+<link rel="preload" href="/6d147207.dacb9303.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"># 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">
@@ -32,17 +32,17 @@
</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="/6d147207.dacb9303.js"></script>
</body>
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\ No newline at end of file
diff --git a/docs/ecosystem/kaldi/WriteDockerfileKaldi/index.html b/docs/ecosystem/kaldi/WriteDockerfileKaldi/index.html
index f4c8c16..307a9f2 100644
--- a/docs/ecosystem/kaldi/WriteDockerfileKaldi/index.html
+++ b/docs/ecosystem/kaldi/WriteDockerfileKaldi/index.html
@@ -6,36 +6,36 @@
<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 [...]
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-<link rel="preload" href="/2.fc23c045.js" as="script">
-<link rel="preload" href="/1be78505.61f7c6b5.js" as="script">
-<link rel="preload" href="/c4f5d8e4.9f54c80d.js" as="script">
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-<link rel="preload" href="/17896441.fce59658.js" as="script">
-<link rel="preload" href="/8dc7f8a8.10386384.js" as="script">
+<link rel="preload" href="/styles.2c7de434.js" as="script">
+<link rel="preload" href="/runtime~main.13c33cb4.js" as="script">
+<link rel="preload" href="/main.417f9500.js" as="script">
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+<link rel="preload" href="/c4f5d8e4.50d8dd6f.js" as="script">
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+<link rel="preload" href="/8dc7f8a8.49f7579c.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="/17896441.fce59658.js"></script>
-<script src="/8dc7f8a8.10386384.js"></script>
+<script src="/styles.2c7de434.js"></script>
+<script src="/runtime~main.13c33cb4.js"></script>
+<script src="/main.417f9500.js"></script>
+<script src="/1.721c0a0e.js"></script>
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+<script src="/1be78505.e8ba8b9b.js"></script>
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+<script src="/17896441.35908643.js"></script>
+<script src="/8dc7f8a8.49f7579c.js"></script>
</body>
</html>
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diff --git a/docs/gettingStarted/helm/index.html b/docs/gettingStarted/helm/index.html
index 84bc785..74c74cc 100644
--- a/docs/gettingStarted/helm/index.html
+++ b/docs/gettingStarted/helm/index.html
@@ -6,22 +6,22 @@
<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 [...]
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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 [...]
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 +32,17 @@ 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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<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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diff --git a/docs/gettingStarted/notebook/index.html b/docs/gettingStarted/notebook/index.html
index 505a9be..adc37d3 100644
--- a/docs/gettingStarted/notebook/index.html
+++ b/docs/gettingStarted/notebook/index.html
@@ -5,23 +5,23 @@
<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 Tutorial | 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="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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+<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-d1c9ea9b0b8b1d383268073068328a63.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 [...]
@@ -32,18 +32,18 @@ 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.9eded6c0.js"></script>
-<script src="/runtime~main.83bf24a6.js"></script>
-<script src="/main.10a16c31.js"></script>
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+</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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diff --git a/docs/gettingStarted/python-sdk/index.html b/docs/gettingStarted/python-sdk/index.html
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+<link rel="preload" href="/17896441.35908643.js" as="script">
+<link rel="preload" href="/0c952090.3a5fad1e.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.9eded6c0.js"></script>
-<script src="/runtime~main.83bf24a6.js"></script>
-<script src="/main.10a16c31.js"></script>
-<script src="/1.61345715.js"></script>
-<script src="/2.fc23c045.js"></script>
-<script src="/1be78505.61f7c6b5.js"></script>
-<script src="/c4f5d8e4.9f54c80d.js"></script>
-<script src="/74.eaa78a30.js"></script>
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-<script src="/17896441.fce59658.js"></script>
-<script src="/0c952090.854ef4ac.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.2c7de434.js"></script>
+<script src="/runtime~main.13c33cb4.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="/935f2afb.1507c426.js"></script>
+<script src="/17896441.35908643.js"></script>
+<script src="/0c952090.3a5fad1e.js"></script>
</body>
</html>
\ No newline at end of file
diff --git a/docs/gettingStarted/quickstart/index.html b/docs/gettingStarted/quickstart/index.html
new file mode 100644
index 0000000..607c38b
--- /dev/null
+++ b/docs/gettingStarted/quickstart/index.html
@@ -0,0 +1,59 @@
+<!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">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.13c33cb4.js" as="script">
+<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="/5f825119.8abf3f2f.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 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 [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> datasets</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> _ </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> tfds</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token plain">load</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 keyword" style="font-style:italic">return</span><span class="token plain"> datasets</span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token string" style="color:rgb(195, 232, 141)">'train'</span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token punctuation" style="color:rgb(199, 146, [...]
+</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 keyword" style="font-style:italic">def</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">build_and_compile_cnn_model</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, 2 [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> model</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token plain">summary</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 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"> model</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token builtin" style="color:rgb(130, 170, 255)">compile</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">optimizer</span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token string" style="color:rgb(195, 232, 141)"> [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token keyword" style="font-style:italic">return</span><span class="token plain"> model</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 keyword" style="font-style:italic">def</span><span class="token plain"> </span><span class="token function" style="color:rgb(130, 170, 255)">main</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><span clas [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> BATCH_SIZE_PER_REPLICA </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">4</span><span class="token plain"></span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> BATCH_SIZE </span><span class="token operator" style="color:rgb(137, 221, 255)">=</span><s [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token keyword" style="font-style:italic">with</span><span class="token plain"> strategy</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token plain">scope</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" st [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token keyword" style="font-style:italic">class</span><span class="token plain"> </span><span class="token class-name" style="color:rgb(255, 203, 107)">MyCallback</span><span class="token punctuation" style="color:rgb(199, 146, 234)">(</span><span class="token plain">tf</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token plain">keras</spa [...]
+</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token keyword" style="font-style:italic">with</span><span class="token plain"> modelClient</span><span class="token punctuation" style="color:rgb(199, 146, 234)">.</span><span class="token plain">start</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 plain"> </sp [...]
+</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 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 [...]
+<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.13c33cb4.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>
+</body>
+</html>
\ No newline at end of file
diff --git a/docs/index.html b/docs/index.html
index 33399a1..8145485 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -6,34 +6,34 @@
<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.9eded6c0.js" as="script">
-<link rel="preload" href="/runtime~main.83bf24a6.js" as="script">
-<link rel="preload" href="/main.10a16c31.js" as="script">
-<link rel="preload" href="/1.61345715.js" as="script">
-<link rel="preload" href="/2.fc23c045.js" as="script">
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-<link rel="preload" href="/c4f5d8e4.9f54c80d.js" as="script">
-<link rel="preload" href="/74.eaa78a30.js" as="script">
-<link rel="preload" href="/73.b90c9444.js" as="script">
-<link rel="preload" href="/935f2afb.86aaf8b5.js" as="script">
-<link rel="preload" href="/17896441.fce59658.js" as="script">
-<link rel="preload" href="/c18d5a16.aeb9c1f8.js" as="script">
+<link rel="preload" href="/styles.2c7de434.js" as="script">
+<link rel="preload" href="/runtime~main.13c33cb4.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="/c18d5a16.33cbdd17.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.9eded6c0.js"></script>
-<script src="/runtime~main.83bf24a6.js"></script>
-<script src="/main.10a16c31.js"></script>
-<script src="/1.61345715.js"></script>
-<script src="/2.fc23c045.js"></script>
-<script src="/1be78505.61f7c6b5.js"></script>
-<script src="/c4f5d8e4.9f54c80d.js"></script>
-<script src="/74.eaa78a30.js"></script>
-<script src="/73.b90c9444.js"></script>
-<script src="/935f2afb.86aaf8b5.js"></script>
-<script src="/17896441.fce59658.js"></script>
-<script src="/c18d5a16.aeb9c1f8.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.2c7de434.js"></script>
+<script src="/runtime~main.13c33cb4.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>
</body>
</html>
\ No newline at end of file
diff --git a/docs/releases/submarine-release-0.2.0/index.html b/docs/releases/submarine-release-0.2.0/index.html
index 92f47dc..3e6c6b9 100644
--- a/docs/releases/submarine-release-0.2.0/index.html
+++ b/docs/releases/submarine-release-0.2.0/index.html
@@ -6,34 +6,34 @@
<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 [...]
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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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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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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 79d66cc..d6a15ba 100644
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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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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" [...]
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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/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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</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> [...]
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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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diff --git a/docs/userDocs/submarine-sdk/experiment-client/index.html b/docs/userDocs/submarine-sdk/experiment-client/index.html
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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 [...]
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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">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" [...]
</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 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 cl [...]
</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 [...]
@@ -29,17 +29,17 @@
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diff --git a/docs/userDocs/submarine-sdk/pysubmarine/development/index.html b/docs/userDocs/submarine-sdk/pysubmarine/development/index.html
index c8da212..4a319fd 100644
--- a/docs/userDocs/submarine-sdk/pysubmarine/development/index.html
+++ b/docs/userDocs/submarine-sdk/pysubmarine/development/index.html
@@ -6,22 +6,22 @@
<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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+<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 +32,17 @@ 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/userDocs/submarine-sdk/tracking/index.html b/docs/userDocs/submarine-sdk/tracking/index.html
index d32f257..665fd14 100644
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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">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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+<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 [...]
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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 f8d9514..3b65bce 100644
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@@ -6,22 +6,22 @@
<meta name="generator" content="Docusaurus v2.0.0-alpha.70">
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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
@@ -45,17 +45,17 @@ to enable/disable auditing.</p><div class="mdxCodeBlock_1zKU"><div class="codeBl
</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/ [...]
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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
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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)">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="/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>
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+<script src="/53cf78e1.f2196b76.js"></script>
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diff --git a/docs/userDocs/yarn/WriteDockerfileMX/index.html b/docs/userDocs/yarn/WriteDockerfileMX/index.html
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+++ b/docs/userDocs/yarn/WriteDockerfileMX/index.html
@@ -6,39 +6,39 @@
<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 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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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="/6c58af36.eb6741ed.js"></script>
+<script src="/styles.2c7de434.js"></script>
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+<script src="/6c58af36.de5c62ca.js"></script>
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</html>
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diff --git a/docs/userDocs/yarn/WriteDockerfilePT/index.html b/docs/userDocs/yarn/WriteDockerfilePT/index.html
index 657956b..f2e4b6f 100644
--- a/docs/userDocs/yarn/WriteDockerfilePT/index.html
+++ b/docs/userDocs/yarn/WriteDockerfilePT/index.html
@@ -6,38 +6,38 @@
<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">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="preload" href="/935f2afb.1507c426.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 [...]
</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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diff --git a/docs/userDocs/yarn/WriteDockerfileTF/index.html b/docs/userDocs/yarn/WriteDockerfileTF/index.html
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+++ b/docs/userDocs/yarn/WriteDockerfileTF/index.html
@@ -6,39 +6,39 @@
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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/userDocs/yarn/YARNRuntimeGuide/index.html
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+++ b/docs/userDocs/yarn/YARNRuntimeGuide/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">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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<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"># 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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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/userDocs/yarn/docker/tensorflow/with-cifar10-models/ubuntu-18.04/cifar10_estimator_tf_1.13.1/README/index.html
index 8b2c971..069c14f 100644
--- a/docs/userDocs/yarn/docker/tensorflow/with-cifar10-models/ubuntu-18.04/cifar10_estimator_tf_1.13.1/README/index.html
+++ b/docs/userDocs/yarn/docker/tensorflow/with-cifar10-models/ubuntu-18.04/cifar10_estimator_tf_1.13.1/README/index.html
@@ -6,22 +6,22 @@
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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 [...]
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 +70,17 @@ 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, [...]
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