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<h1>Build a simple ReactJS app</h1>
<div class="d-none name"><code>simple-react-app.Rmd</code></div>
</div>
<p>We will create a simple <a href="https://reactjs.org/" class="external-link">ReactJS</a>
application that implements our favourite <em>Old Faithful</em> dataset.
Of course, this is not a great use-case for Rserve as it would be more
appropriate to use a REST API, but it is a simple example to demonstrate
how to use Rserve with a front-end application.</p>
<div class="section level2">
<h2 id="install-the-ts-package">Install the ts package<a class="anchor" aria-label="anchor" href="#install-the-ts-package"></a>
</h2>
<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu">devtools</span><span class="fu">::</span><span class="fu">install_github</span><span class="op">(</span><span class="st">'tmelliott/ts'</span><span class="op">)</span></span></code></pre></div>
</div>
<div class="section level2">
<h2 id="write-the-r-code">Write the R code<a class="anchor" aria-label="anchor" href="#write-the-r-code"></a>
</h2>
<p>The code is saved in a file called <code>faithful-app.R</code>, and
we can preview the results by calling the functions:</p>
<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/cat.html" class="external-link">cat</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/readLines.html" class="external-link">readLines</a></span><span class="op">(</span><span class="st">'faithful-app.R'</span><span class="op">)</span>, sep <span class="op">=</span> <span class="st">'\n'</span><span class="op">)</span></span>
<span><span class="co">#&gt; library(ts)</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; get_hist &lt;- ts_function(</span></span>
<span><span class="co">#&gt; function(bins = ts_integer(1)) {</span></span>
<span><span class="co">#&gt; h &lt;- hist(faithful$waiting, breaks = bins, plot = FALSE)</span></span>
<span><span class="co">#&gt; data.frame(x = h$mids, y = h$density)</span></span>
<span><span class="co">#&gt; },</span></span>
<span><span class="co">#&gt; result = ts_dataframe(eruptions = ts_numeric(), waiting = ts_numeric())</span></span>
<span><span class="co">#&gt; )</span></span>
<span><span class="co">#&gt; get_smoother &lt;- ts_function(</span></span>
<span><span class="co">#&gt; function(bandwidth = ts_numeric(1)) {</span></span>
<span><span class="co">#&gt; d &lt;- density(faithful$waiting, bw = bandwidth)</span></span>
<span><span class="co">#&gt; data.frame(x = d$x, y = d$y)</span></span>
<span><span class="co">#&gt; },</span></span>
<span><span class="co">#&gt; result = ts_dataframe(x = ts_numeric(), y = ts_numeric())</span></span>
<span><span class="co">#&gt; )</span></span>
<span></span>
<span><span class="kw"><a href="https://rdrr.io/r/base/source.html" class="external-link">source</a></span><span class="op">(</span><span class="st">'faithful-app.R'</span><span class="op">)</span></span>
<span></span>
<span><span class="va">get_hist</span><span class="op">$</span><span class="fu">call</span><span class="op">(</span><span class="fl">10</span><span class="op">)</span></span>
<span><span class="co">#&gt; x y</span></span>
<span><span class="co">#&gt; 1 42.5 0.0029411765</span></span>
<span><span class="co">#&gt; 2 47.5 0.0161764706</span></span>
<span><span class="co">#&gt; 3 52.5 0.0242647059</span></span>
<span><span class="co">#&gt; 4 57.5 0.0176470588</span></span>
<span><span class="co">#&gt; 5 62.5 0.0102941176</span></span>
<span><span class="co">#&gt; 6 67.5 0.0073529412</span></span>
<span><span class="co">#&gt; 7 72.5 0.0198529412</span></span>
<span><span class="co">#&gt; 8 77.5 0.0397058824</span></span>
<span><span class="co">#&gt; 9 82.5 0.0404411765</span></span>
<span><span class="co">#&gt; 10 87.5 0.0169117647</span></span>
<span><span class="co">#&gt; 11 92.5 0.0036764706</span></span>
<span><span class="co">#&gt; 12 97.5 0.0007352941</span></span></code></pre></div>
<p>That’s it! We’ll use <code><a href="../reference/ts_deploy.html">ts_deploy()</a></code> later to create the
server code and Typescript schema for the app.</p>
<p>TODO: call ts_compile() from ts_deploy()?</p>
</div>
<div class="section level2">
<h2 id="create-the-react-app">Create the React app<a class="anchor" aria-label="anchor" href="#create-the-react-app"></a>
</h2>
<div class="sourceCode" id="cb3"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb3-1"><a href="#cb3-1" tabindex="-1"></a><span class="ex">pnpm</span> create vite faithful-demo <span class="at">--template</span> vanilla-ts</span>
<span id="cb3-2"><a href="#cb3-2" tabindex="-1"></a><span class="bu">cd</span> faithful-demo</span>
<span id="cb3-3"><a href="#cb3-3" tabindex="-1"></a><span class="ex">pnpm</span> install</span>
<span id="cb3-4"><a href="#cb3-4" tabindex="-1"></a><span class="ex">pnpm</span> run dev</span></code></pre></div>
<p>You should now be able to see the default Vite app running at
<code>http://localhost:5173</code> (or similar, see the console
output).</p>
<p>Now install the <code>rserve-ts</code> and <code>zod</code>
packages:</p>
<div class="sourceCode" id="cb4"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb4-1"><a href="#cb4-1" tabindex="-1"></a><span class="ex">pnpm</span> install rserve-ts zod</span></code></pre></div>
<div class="section level3">
<h3 id="create-the-server-code">Create the server code<a class="anchor" aria-label="anchor" href="#create-the-server-code"></a>
</h3>
<p>We now use the <code><a href="../reference/ts_deploy.html">ts_deploy()</a></code> function to create two
files:</p>
<ul>
<li>
<code>faithful-app.rserve.R</code> is the file that will start the
Rserve instance with your apps functions available.</li>
<li>
<code>faithful-app.rserve.ts</code> contains the TypeScript schema
(using <a href="https://zod.dev" class="external-link">zod</a>) that will let you use the R
functions directly in the app like any other typescript function!</li>
</ul>
<p>We’ll send these straight to the <code>faithful-demo/src</code>
directory.</p>
<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/ts_compile.html">ts_compile</a></span><span class="op">(</span><span class="st">'faithful-app.R'</span>, file <span class="op">=</span> <span class="st">'faithful-demo/src/faithful-app.rserve.ts'</span><span class="op">)</span></span>
<span><span class="fu"><a href="../reference/ts_deploy.html">ts_deploy</a></span><span class="op">(</span><span class="st">'faithful-app.R'</span>, file <span class="op">=</span> <span class="st">'faithful-demo/src/faithful-app.rserve.R'</span><span class="op">)</span></span></code></pre></div>
</div>
<div class="section level3">
<h3 id="write-the-app">Write the app<a class="anchor" aria-label="anchor" href="#write-the-app"></a>
</h3>
<p>The rest of the process simply requires writing TypeScript code. I
won’t go into detail since that’s not the focus of this vignette, but
below you can see the code written with some basic comments. Copy and
paste these to get the app running.</p>
<div class="sourceCode" id="cb6"><pre class="sourceCode typescript"><code class="sourceCode typescript"><span id="cb6-1"><a href="#cb6-1" tabindex="-1"></a><span class="co">// main.ts</span></span></code></pre></div>
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<h1>Authors and Citation</h1>
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<h2>Authors</h2>
<ul class="list-unstyled"><li>
<p><strong>Tom Elliott</strong>. Author, maintainer. <a href="https://orcid.org/0000-0002-7815-6318" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
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<h2 id="citation">Citation</h2>
<p></p>
<p>Elliott T (2025).
<em>ts: Helper functions for writing type safe functions for rserve-ts</em>.
R package version 0.0.0.9000, <a href="http://tomelliott.co.nz/ts/">http://tomelliott.co.nz/ts/</a>.
</p>
<pre>@Manual{,
title = {ts: Helper functions for writing type safe functions for rserve-ts},
author = {Tom Elliott},
year = {2025},
note = {R package version 0.0.0.9000},
url = {http://tomelliott.co.nz/ts/},
}</pre>
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