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Reviewing this as part of my 10 random issues, as requested in a 3/20/19 request.
This is an object array bug. It can be filed/fixed together with other object-array fixup plans, like #5353#5933#6070. Perhaps can be included in #6320.
This may be related to #3016.
As I understand it arr.contains(item) is implemented as (arr == item).any().
Due to spurious broadcasting this leads to
and
Surely, that can't be right.
I'm on Python3.6 and numpy1.13.
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