[Numpy-discussion] Test if one element of string array is in a defined list
Mon Mar 22 07:15:43 CDT 2010
Eric Emsellem <eemselle <at> eso.org> writes:
> I would like to test whether strings in a numpy S array are in a given list
> I don't manage to do so. Any hint is welcome.
> # So here is an example of what I would like to do
> # I have a String numpy array:
> import numpy as num
> Sarray = num.asarray(["test1","test2","tutu","toto"])
> Farray = num.arange(len(Sarray))
> mylist = ["tutu","hello","why"]
in1d() does what you want.
>>> import numpy as np
>>> Sarray = np.array(["test1","test2","tutu","toto"])
>>> mylist = ["tutu","hello","why"]
>>> np.in1d(Sarray, mylist)
array([False, False, True, False], dtype=bool)
Be careful of whitespace when doing string comparisons; "tutu " != "tutu" (I've
been burnt by this in the past).
in1d() is only in more recent versions of numpy (1.4+). If you can't upgrade,
you can cut and paste the in1d() and unique() routines from here:
to use in your own modules.
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