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Installation issue on Python 3.5.1 #40

Description

@blueyed

With pytest's CI I've noticed that it looks like the latest release causes problems on Python 3.5.1.

Initially:

$ tox
Traceback (most recent call last):
  File "/home/travis/virtualenv/python3.5.1/bin/tox", line 7, in <module>
    from tox import cmdline
  File "/home/travis/virtualenv/python3.5.1/lib/python3.5/site-packages/tox/__init__.py", line 9, in <module>
    import pluggy
  File "/home/travis/virtualenv/python3.5.1/lib/python3.5/site-packages/pluggy/__init__.py", line 16, in <module>
    from .manager import PluginManager, PluginValidationError
  File "/home/travis/virtualenv/python3.5.1/lib/python3.5/site-packages/pluggy/manager.py", line 11, in <module>
    import importlib_metadata
  File "/home/travis/virtualenv/python3.5.1/lib/python3.5/site-packages/importlib_metadata/__init__.py", line 9, in <module>
    import zipp
ImportError: No module named 'zipp'
The command "tox" exited with 1.

With tox -vv: https://travis-ci.org/pytest-dev/pytest/jobs/647622826

Not sure if I'm missing something etc, and if this should be supported/pinned, but wanted to leave it here already.

pytest might just remove 3.5.1 from its CI after all.

(via pytest-dev/pytest#6691 (comment)).

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