> Also for sanity sake, might be a good idea to unset 
> `cluster_data['config']['softwareConfig']['imageVersion']` if a custom image 
> is passed in.

This is why I put this assertion 
https://github.com/apache/incubator-airflow/pull/3871/files#diff-bc55ad8b749b7a136f51ffabfdbaf13dR209
 

@TheOriginalAlex Do you think this is not enough?

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