gobyexample/public/atomic-counters
2023-10-02 05:48:21 -07:00

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<div class="example" id="atomic-counters">
<h2><a href="./">Go by Example</a>: Atomic Counters</h2>
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<p>The primary mechanism for managing state in Go is
communication over channels. We saw this for example
with <a href="worker-pools">worker pools</a>. There are a few other
options for managing state though. Here we&rsquo;ll
look at using the <code>sync/atomic</code> package for <em>atomic
counters</em> accessed by multiple goroutines.</p>
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<a href="https://go.dev/play/p/HWE6h4-y-Fw"><img title="Run code" src="play.png" class="run" /></a><img title="Copy code" src="clipboard.png" class="copy" />
<pre class="chroma"><code><span class="line"><span class="cl"><span class="kn">package</span> <span class="nx">main</span></span></span></code></pre>
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<pre class="chroma"><code><span class="line"><span class="cl"><span class="kn">import</span> <span class="p">(</span>
</span></span><span class="line"><span class="cl"> <span class="s">&#34;fmt&#34;</span>
</span></span><span class="line"><span class="cl"> <span class="s">&#34;sync&#34;</span>
</span></span><span class="line"><span class="cl"> <span class="s">&#34;sync/atomic&#34;</span>
</span></span><span class="line"><span class="cl"><span class="p">)</span></span></span></code></pre>
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<pre class="chroma"><code><span class="line"><span class="cl"><span class="kd">func</span> <span class="nf">main</span><span class="p">()</span> <span class="p">{</span></span></span></code></pre>
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<p>We&rsquo;ll use an atomic integer type to represent our
(always-positive) counter.</p>
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<pre class="chroma"><code><span class="line"><span class="cl"> <span class="kd">var</span> <span class="nx">ops</span> <span class="nx">atomic</span><span class="p">.</span><span class="nx">Uint64</span></span></span></code></pre>
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<p>A WaitGroup will help us wait for all goroutines
to finish their work.</p>
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<pre class="chroma"><code><span class="line"><span class="cl"> <span class="kd">var</span> <span class="nx">wg</span> <span class="nx">sync</span><span class="p">.</span><span class="nx">WaitGroup</span></span></span></code></pre>
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<p>We&rsquo;ll start 50 goroutines that each increment the
counter exactly 1000 times.</p>
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<pre class="chroma"><code><span class="line"><span class="cl"> <span class="k">for</span> <span class="nx">i</span> <span class="o">:=</span> <span class="mi">0</span><span class="p">;</span> <span class="nx">i</span> <span class="p">&lt;</span> <span class="mi">50</span><span class="p">;</span> <span class="nx">i</span><span class="o">++</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"> <span class="nx">wg</span><span class="p">.</span><span class="nf">Add</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span></span></span></code></pre>
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<pre class="chroma"><code><span class="line"><span class="cl"> <span class="k">go</span> <span class="kd">func</span><span class="p">()</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="nx">c</span> <span class="o">:=</span> <span class="mi">0</span><span class="p">;</span> <span class="nx">c</span> <span class="p">&lt;</span> <span class="mi">1000</span><span class="p">;</span> <span class="nx">c</span><span class="o">++</span> <span class="p">{</span></span></span></code></pre>
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<p>To atomically increment the counter we use <code>Add</code>.</p>
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<pre class="chroma"><code><span class="line"><span class="cl"> <span class="nx">ops</span><span class="p">.</span><span class="nf">Add</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
</span></span><span class="line"><span class="cl"> <span class="p">}</span></span></span></code></pre>
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<pre class="chroma"><code><span class="line"><span class="cl"> <span class="nx">wg</span><span class="p">.</span><span class="nf">Done</span><span class="p">()</span>
</span></span><span class="line"><span class="cl"> <span class="p">}()</span>
</span></span><span class="line"><span class="cl"> <span class="p">}</span></span></span></code></pre>
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<p>Wait until all the goroutines are done.</p>
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<pre class="chroma"><code><span class="line"><span class="cl"> <span class="nx">wg</span><span class="p">.</span><span class="nf">Wait</span><span class="p">()</span></span></span></code></pre>
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<p>Here no goroutines are writing to &lsquo;ops&rsquo;, but using
<code>Load</code> it&rsquo;s safe to atomically read a value even while
other goroutines are (atomically) updating it.</p>
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<pre class="chroma"><code><span class="line"><span class="cl"> <span class="nx">fmt</span><span class="p">.</span><span class="nf">Println</span><span class="p">(</span><span class="s">&#34;ops:&#34;</span><span class="p">,</span> <span class="nx">ops</span><span class="p">.</span><span class="nf">Load</span><span class="p">())</span>
</span></span><span class="line"><span class="cl"><span class="p">}</span></span></span></code></pre>
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<p>We expect to get exactly 50,000 operations. Had we
used a non-atomic integer and incremented it with
<code>ops++</code>, we&rsquo;d likely get a different number,
changing between runs, because the goroutines
would interfere with each other. Moreover, we&rsquo;d
get data race failures when running with the
<code>-race</code> flag.</p>
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<pre class="chroma"><code><span class="line"><span class="cl"><span class="gp">$</span> go run atomic-counters.go
</span></span><span class="line"><span class="cl"><span class="go">ops: 50000</span></span></span></code></pre>
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<p>Next we&rsquo;ll look at mutexes, another tool for managing
state.</p>
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<p class="next">
Next example: <a href="mutexes">Mutexes</a>.
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<p class="footer">
by <a href="https://markmcgranaghan.com">Mark McGranaghan</a> and <a href="https://eli.thegreenplace.net">Eli Bendersky</a> | <a href="https://github.com/mmcgrana/gobyexample">source</a> | <a href="https://github.com/mmcgrana/gobyexample#license">license</a>
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