@Fokko The only reason 2 versions are being installed is that I wanted to 
follow the CI process as close as it was [before merging the docker-ci 
changes](https://travis-ci.org/apache/incubator-airflow/builds/416219284). At 
the time, the tox target and the python version to be used were being matched 
(run a python3 tox target and run tox under python3), although I never 
understood the reason. We only use the system python to install tox.

I only remember coming across a single issue with a `PythonVirtualOperator` 
test failing [because of a version mismatch](
https://github.com/apache/incubator-airflow/pull/3393#discussion_r189708965) 
(tox running python3 and `PythonVirtualOperator` trying to use the system 
python, which could be python2), but if that happens, it should be simple to 
fix.


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