title: Conflicts when create new environment on Jupyter Lab
body: <p>I'm trying to create new environment using jupyter lab (on a server, not on my pc).
  This is how I generated the new environment:</p>
  <pre><code>conda create -n pyspark_env python=3.7 anaconda
  </code></pre>
  <p>However, even though is new environment, when it started running I have gotten the following message:</p>
  <pre><code>Collecting package metadata (current_repodata.json): done
  Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
  Collecting package metadata (repodata.json): done
  Solving environment: - 
  Found conflicts! Looking for incompatible packages.
  This can take several minutes.  Press CTRL-C to abort.
  Examining conflict for anaconda python:  33%|███████████████                              | 1/3 [00:00&lt;00:00, 19.40it/ ^
  </code></pre>
  <p>I got confused about it and aborted it. I couldn't understand w<strong>hy it has conflicts if is new environment.</strong><br />
  My goal here is to be able to open easily new notebook on jupyterlab server with new environment that contains the relevant packages I need, something like another &quot;notebook&quot; with the relevant environment:<br />
  <a href="https://i.stack.imgur.com/gwMiC.png" rel="nofollow noreferrer"><img src="https://i.stack.imgur.com/gwMiC.png" alt="enter image description here" /></a></p>
  <p>So I would like to understand how to generate correctly the new environment without changing the existing one on a way that I can open notebook and have this environment as defult, and also, to understand why it found confilcts.</p>