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<p>Design an algorithm to find the smallest K numbers in an array.</p>
<p><strong>Example: </strong></p>
<pre>
<strong>Input: </strong> arr = [1,3,5,7,2,4,6,8], k = 4
<strong>Output: </strong> [1,2,3,4]
</pre>
<p><strong>Note: </strong></p>
<ul>
<li><code>0 &lt;= len(arr) &lt;= 100000</code></li>
<li><code>0 &lt;= k &lt;= min(100000, len(arr))</code></li>
</ul>