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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>RNotebooks - The Powerful Polyglot</title>
<meta name="apple-mobile-web-app-capable" content="yes" />
<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent" />
<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
<!-- web fonts -->
<style type="text/css">
@import url('https://fonts.googleapis.com/css?family=News+Cycle:400,700');
@import url('https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic');
</style>
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0;transform-origin:0 0;-webkit-transform:translate3d(0,100%,0) rotateX(-90deg);-moz-transform:translate3d(0,100%,0) rotateX(-90deg);-ms-transform:translate3d(0,100%,0) rotateX(-90deg);transform:translate3d(0,100%,0) rotateX(-90deg)}.reveal.page .slides{-webkit-perspective-origin:0 50%;-moz-perspective-origin:0 50%;-ms-perspective-origin:0 50%;perspective-origin:0 50%;-webkit-perspective:3000px;-moz-perspective:3000px;-ms-perspective:3000px;perspective:3000px}.reveal.page .slides section{padding:30px;min-height:700px;-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}.reveal.page .slides section.past{z-index:12}.reveal.page .slides section:not(.stack):before{content:'';position:absolute;display:block;width:100%;height:100%;left:0;top:0;background:rgba(0,0,0,.1);-webkit-transform:translateZ(-20px);-moz-transform:translateZ(-20px);-ms-transform:translateZ(-20px);-o-transform:translateZ(-20px);transform:translateZ(-20px)}.reveal.page .slides section:not(.stack):after{content:'';position:absolute;display:block;width:90%;height:30px;left:5%;bottom:0;background:0;z-index:1;border-radius:4px;box-shadow:0 95px 25px rgba(0,0,0,.2);-webkit-transform:translateZ(-90px) rotateX(65deg)}.reveal.page .slides>section.stack{padding:0;background:0}.reveal.page .slides>section.past{-webkit-transform-origin:0 0;-moz-transform-origin:0 0;-ms-transform-origin:0 0;transform-origin:0 0;-webkit-transform:translate3d(-40%,0,0) rotateY(-80deg);-moz-transform:translate3d(-40%,0,0) rotateY(-80deg);-ms-transform:translate3d(-40%,0,0) rotateY(-80deg);transform:translate3d(-40%,0,0) rotateY(-80deg)}.reveal.page .slides>section.future{-webkit-transform-origin:100% 0;-moz-transform-origin:100% 0;-ms-transform-origin:100% 0;transform-origin:100% 0;-webkit-transform:translate3d(0,0,0);-moz-transform:translate3d(0,0,0);-ms-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}.reveal.page .slides>section>section.past{-webkit-transform-origin:0 0;-moz-transform-origin:0 0;-ms-transform-origin:0 0;transform-origin:0 0;-webkit-transform:translate3d(0,-40%,0) rotateX(80deg);-moz-transform:translate3d(0,-40%,0) rotateX(80deg);-ms-transform:translate3d(0,-40%,0) rotateX(80deg);transform:translate3d(0,-40%,0) rotateX(80deg)}.reveal.page .slides>section>section.future{-webkit-transform-origin:0 100%;-moz-transform-origin:0 100%;-ms-transform-origin:0 100%;transform-origin:0 100%;-webkit-transform:translate3d(0,0,0);-moz-transform:translate3d(0,0,0);-ms-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}.reveal .slides section[data-transition=fade],.reveal.fade .slides section,.reveal.fade .slides>section>section{-webkit-transform:none;-moz-transform:none;-ms-transform:none;-o-transform:none;transform:none;-webkit-transition:opacity .5s;-moz-transition:opacity .5s;-ms-transition:opacity .5s;-o-transition:opacity .5s;transition:opacity .5s}.reveal.fade.overview .slides section,.reveal.fade.overview 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section:before{display:none!important}.reveal.overview .slides section>section{opacity:1;cursor:pointer}.reveal.overview .slides section:hover{background:rgba(0,0,0,.3)}.reveal.overview .slides section.present{background:rgba(0,0,0,.3)}.reveal.overview .slides>section.stack{padding:0;background:0;overflow:visible}.reveal .pause-overlay{position:absolute;top:0;left:0;width:100%;height:100%;background:#000;visibility:hidden;opacity:0;z-index:100;-webkit-transition:all 1s ease;-moz-transition:all 1s ease;-ms-transition:all 1s ease;-o-transition:all 1s ease;transition:all 1s ease}.reveal.paused .pause-overlay{visibility:visible;opacity:1}.no-transforms{overflow-y:auto}.no-transforms .reveal .slides{position:relative;width:80%;height:auto!important;top:0;left:50%;margin:0;text-align:center}.no-transforms .reveal .controls,.no-transforms .reveal .progress{display:none!important}.no-transforms .reveal .slides section{display:block!important;opacity:1!important;position:relative!important;height:auto;min-height:auto;top:0;left:-50%;margin:70px 0;-webkit-transform:none;-moz-transform:none;-ms-transform:none;-o-transform:none;transform:none}.no-transforms .reveal .slides section section{left:0}.no-transition{-webkit-transition:none;-moz-transition:none;-ms-transition:none;-o-transition:none;transition:none}.reveal .state-background{position:absolute;width:100%;height:100%;background:rgba(0,0,0,0);-webkit-transition:background 800ms ease;-moz-transition:background 800ms ease;-ms-transition:background 800ms ease;-o-transition:background 800ms ease;transition:background 800ms ease}.alert .reveal .state-background{background:rgba(200,50,30,.6)}.soothe .reveal .state-background{background:rgba(50,200,90,.4)}.blackout .reveal .state-background{background:rgba(0,0,0,.6)}.whiteout .reveal .state-background{background:rgba(255,255,255,.6)}.cobalt .reveal .state-background{background:rgba(22,152,213,.6)}.mint .reveal .state-background{background:rgba(22,213,75,.6)}.submerge .reveal .state-background{background:rgba(12,25,77,.6)}.lila .reveal .state-background{background:rgba(180,50,140,.6)}.sunset .reveal .state-background{background:rgba(255,122,0,.6)}.reveal.rtl .slides,.reveal.rtl .slides h1,.reveal.rtl .slides h2,.reveal.rtl .slides h3,.reveal.rtl .slides h4,.reveal.rtl .slides h5,.reveal.rtl .slides h6{direction:rtl;font-family:sans-serif}.reveal.rtl pre,.reveal.rtl code{direction:ltr}.reveal.rtl ol,.reveal.rtl ul{text-align:right}.reveal.rtl .progress span{float:right}.reveal aside.notes{display:none}.zoomed .reveal *,.zoomed .reveal :before,.zoomed .reveal :after{-webkit-transform:none!important;-moz-transform:none!important;-ms-transform:none!important;transform:none!important;-webkit-backface-visibility:visible!important;-moz-backface-visibility:visible!important;-ms-backface-visibility:visible!important;backface-visibility:visible!important}.zoomed .reveal .progress,.zoomed .reveal .controls{opacity:0}.zoomed .reveal .roll span{background:0}.zoomed .reveal .roll span:after{visibility:hidden}
</style>
<style type="text/css" >
/**
* A simple theme for reveal.js presentations, similar
* to the default theme. The accent color is darkblue.
*
* This theme is Copyright (C) 2012 Owen Versteeg, https://github.com/StereotypicalApps. It is MIT licensed.
* reveal.js is Copyright (C) 2011-2012 Hakim El Hattab, http://hakim.se
*/
/*********************************************
* GLOBAL STYLES
*********************************************/
body {
background: white;
background-color: white; }
.reveal {
font-family: "Lato", sans-serif;
font-size: 36px;
font-weight: 200;
letter-spacing: -0.02em;
color: black; }
::selection {
color: white;
background: rgba(0, 0, 0, 0.99);
text-shadow: none; }
/*********************************************
* HEADERS
*********************************************/
.reveal h1,
.reveal h2,
.reveal h3,
.reveal h4,
.reveal h5,
.reveal h6 {
margin: 0 0 20px 0;
color: black;
font-family: "News Cycle", Impact, sans-serif;
line-height: 0.9em;
letter-spacing: 0.02em;
text-transform: none;
text-shadow: none; }
.reveal h1 {
text-shadow: 0px 0px 6px rgba(0, 0, 0, 0.2); }
/*********************************************
* LINKS
*********************************************/
.reveal a:not(.image) {
color: darkblue;
text-decoration: none;
-webkit-transition: color .15s ease;
-moz-transition: color .15s ease;
-ms-transition: color .15s ease;
-o-transition: color .15s ease;
transition: color .15s ease; }
.reveal a:not(.image):hover {
color: #0000f1;
text-shadow: none;
border: none; }
.reveal .roll span:after {
color: #fff;
background: #00003f; }
/*********************************************
* IMAGES
*********************************************/
.reveal section img {
margin: 15px 0px;
background: rgba(255, 255, 255, 0.12);
border: 4px solid black;
box-shadow: 0 0 10px rgba(0, 0, 0, 0.15);
-webkit-transition: all .2s linear;
-moz-transition: all .2s linear;
-ms-transition: all .2s linear;
-o-transition: all .2s linear;
transition: all .2s linear; }
.reveal a:hover img {
background: rgba(255, 255, 255, 0.2);
border-color: darkblue;
box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); }
/*********************************************
* NAVIGATION CONTROLS
*********************************************/
.reveal .controls div.navigate-left,
.reveal .controls div.navigate-left.enabled {
border-right-color: darkblue; }
.reveal .controls div.navigate-right,
.reveal .controls div.navigate-right.enabled {
border-left-color: darkblue; }
.reveal .controls div.navigate-up,
.reveal .controls div.navigate-up.enabled {
border-bottom-color: darkblue; }
.reveal .controls div.navigate-down,
.reveal .controls div.navigate-down.enabled {
border-top-color: darkblue; }
.reveal .controls div.navigate-left.enabled:hover {
border-right-color: #0000f1; }
.reveal .controls div.navigate-right.enabled:hover {
border-left-color: #0000f1; }
.reveal .controls div.navigate-up.enabled:hover {
border-bottom-color: #0000f1; }
.reveal .controls div.navigate-down.enabled:hover {
border-top-color: #0000f1; }
/*********************************************
* PROGRESS BAR
*********************************************/
.reveal .progress {
background: rgba(0, 0, 0, 0.2); }
.reveal .progress span {
background: darkblue;
-webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
-moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
-ms-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
-o-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985);
transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); }
</style>
<style type="text/css">
.reveal h1 {
font-size: 2.5em;
}
.reveal h1,
.reveal h2,
.reveal h3,
.reveal h4,
.reveal h5,
.reveal h6 {
margin-bottom: .6em;
}
.reveal p,
.reveal table {
margin-bottom: 1em;
}
.reveal li {
margin-bottom: .4em;
}
.reveal ul ul,
.reveal ul ol,
.reveal ol ol,
.reveal ol ul {
margin-top: .4em;
}
.reveal .slides {
text-align: left;
}
.reveal small {
font-size: 0.85em;
}
.reveal pre {
margin-top: 0;
max-width: 95%;
border: 1px solid #ccc;
white-space: pre-wrap;
margin-bottom: 1em;
}
.reveal pre code {
display: block; padding: 0.5em;
font-size: 1.6em;
line-height: 1.1em;
background-color: white;
overflow: visible;
max-height: none;
word-wrap: normal;
}
.reveal code {
overflow: visible;
max-height: none;
}
.reveal code.r {
background-color: #F8F8F8;
}
.reveal code.cpp {
background-color: #F8F8F8;
}
.reveal section del {
text-decoration: none;
color: #AAB1BA;
}
.reveal section img {
border: none;
}
.reveal section .fieldError {
margin-bottom: 25px;
}
.reveal section .fieldError span {
color: red;
}
.prompt .reveal .state-background {
background: #C6D7DC;
}
.quiz-multichoice .reveal .state-background {
background: rgba(254,220,179,1);
}
.quiz-multichoice .reveal ul {
list-style-type: none;
margin-bottom: 30px;
}
.quiz-multichoice .reveal li {
margin-top: 15px;
}
.quiz-multichoice .reveal .quizFeedback {
margin-bottom: 30px;
}
.quiz-multichoice .reveal .quizFeedback img {
border: none;
box-shadow: none;
background: transparent;
float: left;
margin-top: -15px;
}
.quiz-multichoice .reveal .quizFeedback span {
font-size: 1.4em;
margin-left: 12px;
}
.section .reveal .state-background {
background: #96A2B6;
}
.section .reveal h1,
.section .reveal h2,
.section .reveal p {
color: white;
margin-top: 50px;
}
.sub-section .reveal .state-background {
background: #E7E8EA
}
.sub-section .reveal h2,
.sub-section .reveal p {
color: #63717B;
margin-top: 50px;
}
.reveal strong {
color: #25679E;
}
.reveal .controls {
right: -20px;
bottom: 5px;
}
.reveal .controls div.navigate-left {
top: 75px;
}
.reveal .controls div.navigate-right {
left: 54px;
top: 75px;
}
.reveal .controls div.navigate-up {
display: none;
}
.reveal .controls div.navigate-down {
display: none;
}
/*********************************************
* NAVIGATION CONTROLS
*********************************************/
.reveal .controls div.navigate-left,
.reveal .controls div.navigate-left.enabled {
border-right-color: #25679E;
}
.reveal .controls div.navigate-right,
.reveal .controls div.navigate-right.enabled {
border-left-color: #25679E;
}
.reveal .controls div.navigate-up,
.reveal .controls div.navigate-up.enabled {
border-bottom-color: #25679E;
}
.reveal .controls div.navigate-down,
.reveal .controls div.navigate-down.enabled {
border-top-color: #25679E;
}
.reveal .controls div.navigate-left.enabled:hover {
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<h1>RNotebooks - The Powerful Polyglot</h1><p>Derek Slone-Zhen<br/>Wednesday, 12th April, 2017</p>
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" alt=""/></p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>The Origin And Ecosystem of RNotebooks</h3>
<div class="column column1 slideContent" style="width: 78%;" >
<p>RNotebooks are part of the rich tapestry of Dynamic Documents that are available in the
R ecosystem.</p>
<p><img 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" alt="plot of chunk unnamed-chunk-2"/></p>
</div>
<div class="column column2 slideContent" style="width: 18%;" >
<ul>
<li><a href="http://daringfireball.net/projects/markdown/">Markdown</a></li>
<li><a href="https://en.wikipedia.org/wiki/Markdown">Markdown (Wikipedia)</a></li>
<li><a href="http://rmarkdown.rstudio.com/">RMarkdown</a></li>
<li><a href="http://pandoc.org/">Pandoc</a></li>
<li><a href="https://yihui.name/knitr/demo/engines/">RMarkdown
Engines</a></li>
<li><a href="http://rmarkdown.rstudio.com/authoring_knitr_engines.html">Authoring
RMarkdown
Engines</a></li>
</ul>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>Markdown</h3>
<div class="slideContent" >
<p>Markdown was first released in 2004 by <a href="https://en.wikipedia.org/wiki/John_Gruber">John Gruber</a> and
<a href="https://en.wikipedia.org/wiki/Aaron_Swartz">Aaron Swartz</a></p>
<p>It was designed <em>firstly</em> to be human-readable, and <em>secondly</em>
to be machine readable. Like <a href="https://en.wikipedia.org/wiki/YAML">YAML</a> in the world
of configuration files, Markdown was a response to the failed aspirations of
<a href="https://en.wikipedia.org/wiki/XML">XML</a> to be a human-readable language.</p>
<p>It has become a de-facto standard in many environments, including GitHub, and is available
either out-of-the box or as a plug in for many wikis and issue tracking systems.</p>
<p><a href="http://www.unexpected-vortices.com/sw/rippledoc/quick-markdown-example.html">Quick Markdown Example</a></p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>RMarkdown</h3>
<div class="column column1 slideContent" style="width: 48%;" >
<p>The ability to insert chunks of <code>R</code> code into vanilla Markdown.</p>
<p>Converted by the <a href="https://github.com/yihui/knitr"><code>knitr</code></a> package,
created by <a href="https://yihui.name/knitr/">Yihui Xie</a>.</p>
<p><a href="http://rmarkdown.rstudio.com/">http://rmarkdown.rstudio.com/</a></p>
<p>RMarkdown and knitr have been working in this world for for over
4 years now.</p>
</div>
<div class="column column2 slideContent" style="width: 48%;" >
<h2>Example</h2>
<p>Now, let me show you a plot:</p>
<pre><code class="r">plot(cars)
</code></pre>
<p><img src="data:image/png;base64,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" alt="plot of chunk unnamed-chunk-3"/></p>
</div>
</section>
<section data-state="section" data-transition="linear" data-transition-speed="default">
<h2>RMarkdown Engines</h2>
<div class="slideContent" >
<h2>- the Polyglot Appears</h2>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>Supported Languages</h3>
<div class="column column1 slideContent" style="width: 78%;" >
<p>In addition to <code>R</code> code, the <code>knitr</code> package support additional language engines,
and allows you to add your own too. (We'll show that later.)</p>
<p>Most of the language you know and love are available (see right).</p>
</div>
<div class="column column2 slideContent" style="width: 18%;" >
<ul>
<li><strong>python</strong></li>
<li>ruby</li>
<li><strong>bash</strong></li>
<li><strong>dot</strong></li>
<li>awk</li>
<li><strong>sql</strong></li>
<li>Scala</li>
</ul>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>Execution Contexts & Persistence</h3>
<div class="column column1 slideContent" style="width: 58%;" >
<p>However, unlike the <code>R</code> chunks, other language chunks get run in individual
execution contexts. For <code>R</code> chunks, a single R session runs in the background
and all <code>R</code> chunks are executed within that context, allowing for variable sharing and building up an environment. For other language, an interpreter (or other execution context) is
launched for each chunk. This means that variables will have to be persisted by hand,
typically through the file system.</p>
</div>
<div class="column column2 slideContent" style="width: 38%;" >
<p>Here's a quick example in Perl:</p>
<pre><code class="perl">use strict;
my $a = 5;
while($a > 0) {
print "Hello-#$a\n";
$a--;
}
</code></pre>
<pre><code>Hello-#5
Hello-#4
Hello-#3
Hello-#2
Hello-#1
</code></pre>
</div>
</section>
<section data-state="sub-section" data-transition="linear" data-transition-speed="default">
<h2>RMarkdown Engine Languages</h2>
<div class="slideContent" >
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>Python</h3>
<div class="slideContent" >
<p>Simply works.</p>
<p>I've had success with with
<a href="https://docs.continuum.io/anaconda/">Anaconda</a>
and <a href="http://babun.github.io/">babun</a>
and <a href="https://www.cygwin.com/">cygwin</a> should work too.</p>
<p>But, as for the much talked-about <code>feather</code> package that promises
efficient file-inter-op between <code>R</code> and <code>python</code>; I totally failed to get that
<code>python</code> module to install on Windows 10 Home. It requires a
recent C++ compiler to build.</p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>Perl</h3>
<div class="slideContent" >
<p>Works, as seen above, but I used the <a href="http://strawberryperl.com/">Strawberry Perl</a>
as the babun version was getting linker errors.</p>
<p>(The truth is, I probably have too many cygwin-based tools all on my path, and
the poor things are getting confused and intertwined in an unpleasant way!)</p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>bash</h3>
<div class="slideContent" >
<p>I use the bash in a babun distribution and it worked well. It's even tolerant
of windows-style file names being passed to it. However, it's <em>not</em> tolerant
of the full-stop that the RNotebook environment adds to the end of its file names ☹</p>
<p>So, getting bash to work on Windows take a little bit of trickery, especially since the style
of invocation is different between the RNotebook environment and the knitr processor.</p>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>bash for RNotenbooks - bash.bat</h3>
<div class="slideContent" >
<p>The following batch file proved to be the key for me:</p>
<pre><code class="r">@rem bash.bat - a Windows batch file for invoking bash from RNotebooks
@echo off
SET BASH_PATH=C:\Users\Derek Slone-Zhen\.babun\cygwin\bin
PATH=%BASH_PATH%;%PATH%
"%BASH_PATH%\bash.exe" < "%~1"
</code></pre>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>bash for knitr - engine.path</h3>
<div class="slideContent" >
<p>Together with an explicit engine.path for <code>bash</code> blocks
to be used by <code>knitr</code>.<br>(RNotebook processing engine
appears to ignore theses.)</p>
<pre><code class="r">knitr::opts_chunk$set(engine.path = list(
bash = 'C:/Users/Derek Slone-Zhen/.babun/cygwin/bin/bash.exe'
))
</code></pre>
</div>
</section>
<section data-transition="linear" data-transition-speed="default">
<h3>cmd</h3>
<div class="slideContent" >
<p>A code engine for Windows users!</p>
<pre><code class="r"># Based on knitr::knit_engines$get('bash')
win_cmd <- function (options)
{
cmd = 'C:/WINDOWS/system32/cmd.exe'
out = if (options$eval) {
message("running: ", cmd, " ", options$code)