<p dir="auto">Not sure if this is a bug, intended behaviour or just a consequence of the binning logic, but I ran into this with a real dataset today:</p>
<div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="# simplified for demo
sns.displot(
    [1e-10,2e-10,3e-10,4e-10,5e-10,10]
)"><pre class="notranslate"><code class="notranslate"># simplified for demo
sns.displot(
    [1e-10,2e-10,3e-10,4e-10,5e-10,10]
)
</code></pre></div>
<p dir="auto">causes</p>
<div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clipboard-copy-content="MemoryError: Unable to allocate 271. GiB for an array with shape (36342411858,) and data type float64"><pre class="notranslate"><code class="notranslate">MemoryError: Unable to allocate 271. GiB for an array with shape (36342411858,) and data type float64
</code></pre></div>
<p dir="auto">with less extreme outliers it doesn't crash but runs for several minutes, presumably allocating memory, until I have to kill the process. Maybe this is just a pathological case for the bin boundary logic.</p>
<p dir="auto">Hello! It is my first Github bug report, so please let me know if some additional info is needed.<br>
I'm trying to use sns.pairplot for some pandas DataFrame and in result my computers are running out of memory and losing terminals with all the data.<br>
The problem set of digits (csv) can be downloaded here:<br>
<a href="https://www.dropbox.com/s/2dian5cipxx6dzu/temp.csv?dl=0" rel="nofollow">https://www.dropbox.com/s/2dian5cipxx6dzu/temp.csv?dl=0</a><br>
Interestingly, when I try to use sns.pairplot for another set of parameters with the same of an even greater number of lines, everything works nice.</p>
<p dir="auto">Seaborn version: 0.11.0<br>
This problem occurred on both my computers (OSx and Win10).</p>