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README.html
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<body>
<!-- README.md is generated from README.Rmd. Please edit that file -->
<h1 id="blueprintr-">blueprintr
<img 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" align="right" height="139" /></h1>
<blockquote>
<p>blueprintr is a plugin to <a href="https://github.com/ropensci/drake">drake</a> that adds automated
steps for tabular dataset documentation and testing. Designed for social
science research projects, this package creates a framework to build
trust in your data and to prevent programming issues from affecting your
analysis results.</p>
</blockquote>
<!-- badges: start -->
<p><a href="https://www.tidyverse.org/lifecycle/#experimental"><img src="data:image/svg+xml;charset=utf-8;base64,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" alt="Lifecycle: experimental" /></a> <a href="https://CRAN.R-project.org/package=blueprintr"><img src="data:image/svg+xml; charset=utf-8;base64,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" alt="CRAN status" /></a> <a href="https://github.com/nyuglobalties/blueprintr/actions/workflows/R-CMD-check.yaml"><img src="data:image/svg+xml; charset=utf-8;base64,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" alt="R-CMD-check" /></a></p>
<!-- badges: end -->
<h2 id="usage">Usage</h2>
<p>Define blueprints of your data using <code>blueprint()</code>.
Blueprints combine drake target commands with some extra metadata about
the output tabular dataset, including the name and description of the
data.</p>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(blueprintr)</span>
<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a>blueprint1 <span class="ot"><-</span> <span class="fu">blueprint</span>(</span>
<span id="cb1-4"><a href="#cb1-4" aria-hidden="true" tabindex="-1"></a> <span class="st">"blueprint1"</span>,</span>
<span id="cb1-5"><a href="#cb1-5" aria-hidden="true" tabindex="-1"></a> <span class="at">description =</span> <span class="st">"My first blueprint"</span>,</span>
<span id="cb1-6"><a href="#cb1-6" aria-hidden="true" tabindex="-1"></a> <span class="at">command =</span> {</span>
<span id="cb1-7"><a href="#cb1-7" aria-hidden="true" tabindex="-1"></a> <span class="co"># Put all code related to building this dataset here</span></span>
<span id="cb1-8"><a href="#cb1-8" aria-hidden="true" tabindex="-1"></a> mtcars</span>
<span id="cb1-9"><a href="#cb1-9" aria-hidden="true" tabindex="-1"></a> }</span>
<span id="cb1-10"><a href="#cb1-10" aria-hidden="true" tabindex="-1"></a>)</span>
<span id="cb1-11"><a href="#cb1-11" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb1-12"><a href="#cb1-12" aria-hidden="true" tabindex="-1"></a>blueprint1</span>
<span id="cb1-13"><a href="#cb1-13" aria-hidden="true" tabindex="-1"></a><span class="co">#> <blueprint: 'blueprint1'></span></span>
<span id="cb1-14"><a href="#cb1-14" aria-hidden="true" tabindex="-1"></a><span class="co">#> </span></span>
<span id="cb1-15"><a href="#cb1-15" aria-hidden="true" tabindex="-1"></a><span class="co">#> Description: My first blueprint</span></span>
<span id="cb1-16"><a href="#cb1-16" aria-hidden="true" tabindex="-1"></a><span class="co">#> Annotations: DISABLED</span></span>
<span id="cb1-17"><a href="#cb1-17" aria-hidden="true" tabindex="-1"></a><span class="co">#> Metadata location: '/Users/patrickanker/dev/blueprintr/blueprints/blueprint1.csv'</span></span>
<span id="cb1-18"><a href="#cb1-18" aria-hidden="true" tabindex="-1"></a><span class="co">#> </span></span>
<span id="cb1-19"><a href="#cb1-19" aria-hidden="true" tabindex="-1"></a><span class="co">#> -- Command --</span></span>
<span id="cb1-20"><a href="#cb1-20" aria-hidden="true" tabindex="-1"></a><span class="co">#> Workflow command:</span></span>
<span id="cb1-21"><a href="#cb1-21" aria-hidden="true" tabindex="-1"></a><span class="co">#> {</span></span>
<span id="cb1-22"><a href="#cb1-22" aria-hidden="true" tabindex="-1"></a><span class="co">#> mtcars</span></span>
<span id="cb1-23"><a href="#cb1-23" aria-hidden="true" tabindex="-1"></a><span class="co">#> }</span></span>
<span id="cb1-24"><a href="#cb1-24" aria-hidden="true" tabindex="-1"></a><span class="co">#> </span></span>
<span id="cb1-25"><a href="#cb1-25" aria-hidden="true" tabindex="-1"></a><span class="co">#> Raw command:</span></span>
<span id="cb1-26"><a href="#cb1-26" aria-hidden="true" tabindex="-1"></a><span class="co">#> {</span></span>
<span id="cb1-27"><a href="#cb1-27" aria-hidden="true" tabindex="-1"></a><span class="co">#> mtcars</span></span>
<span id="cb1-28"><a href="#cb1-28" aria-hidden="true" tabindex="-1"></a><span class="co">#> }</span></span></code></pre></div>
<p>Refer to other datasets using <code>.TARGET()</code> to guarantee
that parent datasets are also tested and documented. Run checks on the
dataset entirely with the <code>checks</code> parameter and define
variable tests in the metadata files.</p>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a>no_missing_cyl <span class="ot"><-</span> <span class="cf">function</span>(df) {</span>
<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a> <span class="fu">all</span>(<span class="sc">!</span><span class="fu">is.na</span>(df<span class="sc">$</span>cyl))</span>
<span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a>}</span>
<span id="cb2-4"><a href="#cb2-4" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb2-5"><a href="#cb2-5" aria-hidden="true" tabindex="-1"></a>blueprint2 <span class="ot"><-</span> <span class="fu">blueprint</span>(</span>
<span id="cb2-6"><a href="#cb2-6" aria-hidden="true" tabindex="-1"></a> <span class="st">"blueprint2"</span>,</span>
<span id="cb2-7"><a href="#cb2-7" aria-hidden="true" tabindex="-1"></a> <span class="at">description =</span> <span class="st">"My second blueprint that depends on another"</span>,</span>
<span id="cb2-8"><a href="#cb2-8" aria-hidden="true" tabindex="-1"></a> <span class="at">checks =</span> <span class="fu">check_list</span>(</span>
<span id="cb2-9"><a href="#cb2-9" aria-hidden="true" tabindex="-1"></a> <span class="fu">no_missing_cyl</span>()</span>
<span id="cb2-10"><a href="#cb2-10" aria-hidden="true" tabindex="-1"></a> ),</span>
<span id="cb2-11"><a href="#cb2-11" aria-hidden="true" tabindex="-1"></a> <span class="at">command =</span></span>
<span id="cb2-12"><a href="#cb2-12" aria-hidden="true" tabindex="-1"></a> <span class="fu">.TARGET</span>(<span class="st">"blueprint1"</span>) <span class="sc">%>%</span></span>
<span id="cb2-13"><a href="#cb2-13" aria-hidden="true" tabindex="-1"></a> <span class="fu">filter</span>(cyl <span class="sc">==</span> <span class="dv">4</span>)</span>
<span id="cb2-14"><a href="#cb2-14" aria-hidden="true" tabindex="-1"></a>)</span></code></pre></div>
<p>Once all blueprints are defined, attach them to a plan using
<code>attach_blueprint()</code> or <code>attach_blueprints()</code> so
drake can run the needed tasks.</p>
<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(magrittr)</span>
<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>(drake)</span>
<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a><span class="fu">plan_from_blueprint</span>(blueprint1) <span class="sc">%>%</span></span>
<span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a> <span class="fu">attach_blueprint</span>(blueprint2)</span></code></pre></div>
<p>drake handles the code execution based on the targets generated by
blueprintr.</p>
<h2 id="installation">Installation</h2>
<p>As blueprintr is not yet on CRAN, you must install the package from
this repository:</p>
<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="fu">install.packages</span>(<span class="st">"remotes"</span>)</span>
<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a>remotes<span class="sc">::</span><span class="fu">install_github</span>(<span class="st">"nyuglobalties/blueprintr"</span>)</span></code></pre></div>
<h2 id="contributing">Contributing</h2>
<p>Please note that the ‘blueprintr’ project is released with a <a href=".github/CODE_OF_CONDUCT.md">Contributor Code of Conduct</a>. By
contributing to this project, you agree to abide by its terms.</p>
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