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<h1 class="title toc-ignore">Advanced future and promises usage</h1>
<p>This article discusses the benefits of using
<code>promises::future_promise()</code> over a combination of
<code>future::future()</code> + <code>promises::promise()</code> to
better take advantage of computing resources available to your main R
session. To demonstrate these benefits, well walk-through a use-case
with the <code>plumber</code> package. (<a href="https://www.rplumber.io/">See here</a> to learn more about
<code>plumber</code> and <a href="promises_04_futures.html">the previous
article</a> to learn more about <code>future</code>.)</p>
<div id="the-problem-with-futurepromise" class="section level2">
<h2>The problem with <code>future()</code>+<code>promise()</code></h2>
<p>In an ideal situation, the number of available <code>future</code>
<em>workers</em> (<code>future::nbrOfFreeWorkers()</code>) is always
<strong>more than</strong> the number of <code>future::future()</code>
<em>jobs</em>. However, if a <code>future</code> job is attempted when
the number of free workers is <code>0</code>, then <code>future</code>
will block the current R session until one becomes available.</p>
<p>For a concrete example, lets imagine a scenario, where seven
<code>plumber</code> requests are received at the same time with only
two <code>future</code> workers available. Also, lets assume the
<code>plumber</code> route(s) serving the first 6 requests use
<code>future::future()</code> and take ~10s to compute
<code>slow_calc()</code>:</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="co">#* @get /slow/&lt;k&gt;</span></span>
<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a><span class="cf">function</span>() {</span>
<span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a> future<span class="sc">::</span><span class="fu">future</span>({</span>
<span id="cb1-4"><a href="#cb1-4" aria-hidden="true" tabindex="-1"></a> <span class="fu">slow_calc</span>()</span>
<span id="cb1-5"><a href="#cb1-5" aria-hidden="true" tabindex="-1"></a> })</span>
<span id="cb1-6"><a href="#cb1-6" aria-hidden="true" tabindex="-1"></a>}</span></code></pre></div>
<p>Lets also assume the <code>plumber</code> route serving the last
request does not use any form of <code>future</code> or
<code>promises</code> and takes almost no time to compute.</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><span class="co">#* @get /fast/&lt;k&gt;</span></span>
<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a><span class="cf">function</span>() {</span>
<span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a> <span class="fu">fast_calc</span>()</span>
<span id="cb2-4"><a href="#cb2-4" aria-hidden="true" tabindex="-1"></a>}</span></code></pre></div>
<p>The figure below depicts the overall timeline of execution of these 7
requests under the conditions weve outlined above. Note that the y-axis
is ordered from first request coming in (<code>/slow/1</code>) to the
last request (<code>/fast/7</code>).</p>
<p><img 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" width="75%" alt="Early workers take more time than expected. Main R session is blocked" /></p>
<p>Note how R has to wait 20s before processing the 7th request (shown
in green). This is a big improvement over not using
<code>future</code>+<code>promises</code> at all (in that case, R would
have to wait 60s before processing). However, since there are only two
<code>future</code> workers available R still has to wait longer than
necessary to process that last request because the main R session must
wait for a <code>future</code> worker to become available. The video
below animates this behavior:</p>
<div class="vembedr" align="center">
<div>
<iframe class="vimeo-embed" src="https://player.vimeo.com/video/505287449" width="533" height="300" frameborder="0" webkitallowfullscreen mozallowfullscreen allowfullscreen data-external="1"></iframe>
</div>
</div>
</div>
<div id="the-solution-future_promise" class="section level2">
<h2>The solution: <code>future_promise()</code></h2>
<p>The advantage of using <code>future_promise()</code> over
<code>future::future()</code> is that even if there arent
<code>future</code> workers available, the <code>future</code> is
scheduled to be done when workers become available via
<code>promises</code>. In other words, <code>future_promise()</code>
ensures the main R thread isnt blocked when a <code>future</code> job
is requested and cant immediately perform the work (i.e., the number of
jobs exceeds the number of workers).</p>
<p>Continuing with the example above, we can swap out the calls to
<code>future::future()</code> with <code>future_promise()</code>.</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="co">#* @get /slow/&lt;k&gt;</span></span>
<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a><span class="cf">function</span>() {</span>
<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a> promises<span class="sc">::</span><span class="fu">future_promise</span>({</span>
<span id="cb3-4"><a href="#cb3-4" aria-hidden="true" tabindex="-1"></a> <span class="fu">slow_calc</span>()</span>
<span id="cb3-5"><a href="#cb3-5" aria-hidden="true" tabindex="-1"></a> })</span>
<span id="cb3-6"><a href="#cb3-6" aria-hidden="true" tabindex="-1"></a>}</span></code></pre></div>
<p>With this change to <code>future_promise()</code>, note how the
<code>/fast/7</code> route now does not have to wait on
<code>future</code> work to finish processing. Therefore,
<code>plumber</code> can complete the last requests almost
immediately:</p>
<p><img src="data:image/png;base64,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" width="75%" alt="future_promise() keeps the main R session free" /></p>
<p>The vertical gray bars in the figure above represent timepoints where
the main R session is actually busy. Outside of these gray areas, the R
session is free to do other things, for example, executing other
<code>promises</code> or, more generally, non-<code>future</code> work.
The video below animates this behavior:</p>
<div class="vembedr" align="center">
<div>
<iframe class="vimeo-embed" src="https://player.vimeo.com/video/505286442" width="533" height="300" frameborder="0" webkitallowfullscreen mozallowfullscreen allowfullscreen data-external="1"></iframe>
</div>
</div>
<div style="font-size: 20px; margin-top: 40px; text-align: right;">
<p>Next: <a href="promises_06_shiny.html">Using <code>promises</code>
with Shiny</a></p>
</div>
</div>
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