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I created a test that shows what I'm seeing: Parsing "2014-02-13 00:00:00" and "2014.02.13" return equivalent time representations, but "2014.02.13 00:00:00" fails to parse. This PR is not meant to be merged yet, since the tests I added are failing due to these issue. If this is a valid issue, we can figure out the fix.