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<?xml version="1.0" encoding="utf-8" ?>
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta http-equiv="Content-Style-Type" content="text/css" />
<meta name="generator" content="pandoc" />
<meta name="author" content="Software Carpentry Team" />
<title>Software Carpentry - Overview ERDC</title>
<style type="text/css">code{white-space: pre;}</style>
<link 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</head>
<body>
<div class="slide titlepage">
<h1 class="title">Software Carpentry - Overview ERDC</h1>
<p class="author">
Software Carpentry Team
</p>
<p class="date">January 2014</p>
</div>
<div class="section slide level2" id="copy-this-lecture">
<h1>Copy This Lecture!</h1>
<p><br /> <br /> <br /> <br /> <br /> <br /> <a rel="license" href="http://creativecommons.org/licenses/by/3.0/deed.en_US"><img src="data:image/png;base64,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" alt="Creative Commons License" style="border-width:0" /></a><br /><span xmlns:dct="http://purl.org/dc/terms/" href="http://purl.org/dc/dcmitype/InteractiveResource" property="dct:title" rel="dct:type">Software Carpentry Overview</span> by <a xmlns:cc="http://creativecommons.org/ns#" href="http://software-carpentry.net" property="cc:attributionName" rel="cc:attributionURL">Software Carpentry</a> is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by/3.0/deed.en_US">Creative Commons Attribution 3.0 Unported License</a>.</p>
</div>
<div class="section titleslide slide level1" id="more-about-software-carpentry"><h1>More About Software Carpentry</h1></div><div class="section slide level2" id="history">
<h1>History</h1>
<ul>
<li>Founded by Greg Wilson in 1998, teaching scientists how to use supercomputers at LANL.</li>
<li>Open sourced materials 2004-present</li>
<li>Currently funded by the Sloan Foundation and the Mozilla Foundation</li>
</ul>
</div><div class="section slide level2" id="what-we-teach">
<h1>What We Teach</h1>
<ul>
<li>Unix Command Line Interface (Shell)</li>
<li>Shell automation</li>
<li>Version Control</li>
<li>Python</li>
<li>Testing</li>
<li>Some nice python modules (numpy, pandas)</li>
</ul>
</div><div class="section slide level2" id="what-we-actually-teach">
<h1>What We <em>Actually</em> Teach</h1>
<ul>
<li>A program is just another piece of lab equipment</li>
<li>Programming is a human activity</li>
<li>Little pieces loosely joined</li>
<li>Let the computer repeat it</li>
<li>Paranoia makes us productive</li>
<li>Better algorithms beat better hardware</li>
</ul>
<p><em>How to THINK like a programmer</em></p>
</div><div class="section slide level2" id="who-we-teach">
<h1>Who We Teach</h1>
<div align="center">
<table>
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<td>
<img 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" />
</td>
<td>
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" />
</td>
</tr>
<tr>
<td>
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" />
</td>
<td>
<img 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" />
</td>
</tr>
</table>
</div>
</div><div class="section slide level2" id="who-we-are">
<h1>Who We Are</h1>
<ul>
<li>Aron Ahmadia (ERDC)</li>
<li>Chris Kees (ERDC)</li>
<li>Matthew Farthing (ERDC)</li>
<li>Randal Olson (MSU)</li>
</ul>
</div><div class="section slide level2" id="our-goals-for-you">
<h1>Our Goals for You</h1>
<h3 id="we-will-take-you-on-a-tour-of">We will take you on a tour of:</h3>
<ul>
<li>Managing and sharing Software, Data, and Manuscripts with <strong>Git</strong></li>
<li>Automating things with the <strong>shell</strong></li>
<li>Practical Programming with <strong>Python</strong></li>
<li>Scientific Computing with Python (numpy, matplotlib)</li>
<li>Data munging / parsing with python</li>
</ul>
</div>
<div class="section titleslide slide level1" id="some-high-level-advice"><h1>Some High-Level Advice</h1></div><div class="section slide level2" id="be-fluent-in-multiple-languages">
<h1>Be fluent in multiple languages</h1>
<p><comment> You speak multiple languages when interacting with a computer. Choosing to use a new tool, library, or language can be similar to learning a new language: </comment></p>
<ul>
<li>There is a high initial startup cost as you learn vocabulary, grammar, and idioms <font color="blue"><code>sum(x*y for x,y in itertools.izip(x_vector, y_vector))</code> </font></li>
<li>But once you have gained some fluency, you will find yourself capable of new things!</li>
<li>You will learn faster by observing and working with others who are more skilled than you</li>
<li>Aim for languages and tools that allow you to express your models and manage your data simply.</li>
</ul>
</div><div class="section slide level2" id="make-it-work-right-first-make-it-fast-later.">
<h1>Make it work right first, make it fast later.</h1>
<ul>
<li>"Premature optimization is the root of all evil." -- Donald Knuth</li>
<li>Directing your attention to making it use less disk / less memory / less time from the start is wrongly directed attention.</li>
</ul>
</div><div class="section slide level2" id="increase-debugging-bandwidth">
<h1>Increase debugging bandwidth</h1>
<ul>
<li><strong>REPL (read-eval-print-loop)</strong> environments tighten the coupling between the code you write and the results you see, increasing productivity.</li>
<li>Development environments and debuggers give you more information at once</li>
<li>Test your procedures on subsets of your data <strong>so that you learn whether it works faster</strong></li>
</ul>
</div>
<div class="section titleslide slide level1" id="dont-repeat-yourself-or-others"><h1>Don't Repeat Yourself (or Others)</h1></div><div class="section slide level2" id="automate-common-actions-by-saving-simple-blocks-of-code-into-scripts">
<h1>Automate common actions by saving simple blocks of code into <strong>scripts</strong></h1>
<ul>
<li>A script is a set of commands organized into a single file</li>
<li>The script is the basest unit of scientific programming, you should be comfortable writing these whenever you want to save or otherwise document or repeat your actions</li>
<li>Use scripts to explore new ideas, they are easy to write and throw away</li>
<li><strong>Don't repeat commands into your REPL, save them to a script</strong></li>
</ul>
</div><div class="section slide level2" id="refactor-commonly-used-blocks-of-code-into-functions">
<h1>Refactor commonly used blocks of code into <strong>functions</strong></h1>
<ul>
<li>Eventually, you will find that your scripts have a lot of repeated code, or that you are spending a lot of time adjusting parameters at the top of the file</li>
<li>Refactor out repeated code into <strong>function calls</strong> in your scripts and implement the <strong>function</strong> either in the same file or a separate one</li>
<li>Be comfortable with the calling and return syntax of your programming language environment, whether it is bash or Python</li>
<li><strong>Don't repeat code in scripts, refactor them to functions</strong></li>
</ul>
</div><div class="section slide level2" id="group-commonly-used-functions-into-libraries">
<h1>Group commonly used functions into <strong>libraries</strong></h1>
<ul>
<li>If you have to write a lot of software functions, consider designing and releasing a library so that others do not have to share your misfortune</li>
<li>Check that nobody else has implemented the functionality you need</li>
<li>If something close exists, it may be worth adapting to your needs if the project is of high quality and suitably licensed</li>
<li><em>Openly licensed non-commercial libraries tend to have a much longer effective lifespan than unreleased codes</em></li>
<li><strong>Share your code with others, and use their code</strong></li>
</ul>
</div>
<div class="section titleslide slide level1" id="reduce-complexity"><h1>Reduce Complexity</h1></div><div class="section slide level2" id="basic-strategies">
<h1>Basic strategies</h1>
<ul>
<li>Use languages and libraries that reduce the complexity of your work</li>
<li>It is worth installing a complicated or expensive software tool if your computations or model are naturally expressed with it</li>
<li>Always look for opportunities to write <strong>less</strong> code
<ul>
<li>you will have to do less initial work (sometimes)</li>
<li>you will introduce less bugs</li>
<li>your code will be easier to understand and maintain</li>
</ul></li>
<li>Keep individual functions short, single-purpose, possible to be confident in festooning.</li>
</ul>
</div><div class="section slide level2" id="back-up-your-data">
<h1>Back up your data!</h1>
</div><div class="section slide level2" id="use-version-control-for-checkpointing-and-collaboration">
<h1>Use version control for checkpointing and collaboration</h1>
<ul>
<li>use local version control software to checkpoint personal code development</li>
<li>checkpointing your work encourages wild ideas and late-night coding sessions</li>
<li>you can easily restore back in the morning if it was a bad idea</li>
<li>use <strong>distributed version control</strong> to collaborate with others</li>
<li>We advocate <em>Git</em>, but you may be stuck with whatever your group uses</li>
</ul>
</div>
<div class="section titleslide slide level1" id="verify-and-validate-your-code"><h1>Verify and Validate your Code</h1></div><div class="section slide level2" id="principles-of-verification-and-validation">
<h1>Principles of verification and validation</h1>
<ul>
<li><strong>verification</strong> - is your code correctly written?</li>
<li>Be paranoid.</li>
<li>test small things!<br /></li>
<li>test that what you assume is TRUE is in fact so.</li>
<li>test frameworks can help you verify your code</li>
<li><strong>validation</strong> - do your computations accurately model the phenomena in question?</li>
<li>not a good candidate for automation. (Not sad at all)</li>
</ul>
</div><div class="section slide level2" id="document-your-computational-work">
<h1>Document your computational work</h1>
<ul>
<li>Save every bit of code you use for generating publishable results</li>
<li>Document and comment your code for yourself as if you will need to understand it in 6 months</li>
<li>use README files liberally</li>
<li>as well as file-level, function-level, and inline documentation</li>
<li>If any piece of code is too complex to easily describe, consider refactoring it</li>
</ul>
</div><div class="section slide level2" id="schedule">
<h1>Schedule</h1>
<ul>
<li>Today</li>
<li><strong>9:00-12:00</strong> Shell / python</li>
<li><strong>1:00-4:30</strong> Python</li>
<li>Tomorrow</li>
<li><strong>9:00-12:00</strong> Version control with Git</li>
<li><strong>1:00-4:30</strong> Application Vignettes</li>
</ul>
</div>
<div class="section titleslide slide level1" id="closing-thoughts"><h1>Closing Thoughts</h1></div><div class="section slide level2" id="you-sometimes-need-geeks.-you-never-need-dorks.">
<h1>You sometimes need geeks. You never need dorks.</h1>
<div align="center">
<table>
<tr>
<td>
<img src="data:image/png;base64,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" />
</td>
</tr>
</table>
</div>
</div>
<div class="section titleslide slide level1" id="references-and-further-reading"><h1>References and Further Reading</h1></div>
<div class="section titleslide slide level1" id="research-literature"><h1>Research Literature</h1></div><div class="section slide level2" id="programming-languages-for-scientific-computing">
<h1>Programming Languages for Scientific Computing</h1>
<p>Matthew G. Knepley</p>
<p>Preprint: http://arxiv.org/pdf/1209.1711.pdf</p>
<p><em>Gives an overview of modern programming languages and techniques such as code generation, templates, and mixed-language designs. This is a preprint, so expect some rough spots.</em></p>
</div><div class="section slide level2" id="two-solitudes">
<h1>Two Solitudes</h1>
<p>Greg Wilson</p>
<p>Slides: http://www.slideshare.net/gvwilson/two-solitudes</p>
<p><em>Describes Greg's journey as a scientist and leader for the Software Carpentry project, provides some insight into the differences between industry and academics.</em></p>
</div><div class="section slide level2" id="best-practices-for-scientific-computing">
<h1>Best Practices for Scientific Computing</h1>
<p>D. A. Aruliah, C. Titus Brown, Neil P. Chue Hong, Matt Davis, Richard T. Guy, Steven H. D. Haddock, Katy Huff, Ian Mitchell, Mark Plumbley, Ben Waugh, Ethan P. White, Greg Wilson, Paul Wilson</p>
<p>Preprint: http://arxiv.org/abs/1210.0530</p>
<p><em>Good summary paper of many fundamental practices for working with and developing scientific software. This is a preprint, so expect some rough spots.</em></p>
</div>
<div class="section titleslide slide level1" id="web-references"><h1>Web References</h1></div><div class="section slide level2" id="what-every-computer-scientist-should-know-about-floating-point-arithmetic">
<h1>What Every Computer Scientist Should Know About Floating-Point Arithmetic</h1>
<p>David Golberg</p>
<p>Web article: http://docs.oracle.com/cd/E19957-01/806-3568/ncg_goldberg.html</p>
<p><em>Introduction to the IEEE floating-point standard, its implications, and many of the common pitfalls when using floating-point numbers in scientific computing</em></p>
</div><div class="section slide level2" id="science-code-manifesto">
<h1>Science Code Manifesto</h1>
<p>http://sciencecodemanifesto.org</p>
<p><em>Publicly signed commitment to clear licensing and curation of software associated with research publications.</em></p>
</div>
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