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I believe these changes should be made to support Python 3.8.
I'm not sure if anything else should be changed, but I noticed there were a couple things that weren't updated to reference Python 3.8 in #371. I copied some changes from b8bf3c9, but I wasn't sure if 3.6 should be removed like 3.5 was in b1d658e.
From #371 it looks like xenial is being used and 3.8 wouldn't be there so I don't think I can remove the "-dev" suffix and I probably can't add 3.9 via "nightly". Looking the .travis.yml I think(?) 3.8 will be tested via the quay.io/pypa/manylinux1_i686 image.