[Numpy-discussion] astype does not work with NA object
Bruce Southey
bsouthey at gmail.com
Mon Dec 5 12:46:34 EST 2011
Hi,
I mistakenly filed ticket 1973 "Can not display a masked array
containing np.NA values even if masked"
(http://projects.scipy.org/numpy/ticket/1973) against masked array
because that was where I found it. But the actual error is that the
astype function does not handle the NA object:
$ python
Python 2.7 (r27:82500, Sep 16 2010, 18:02:00)
[GCC 4.5.1 20100907 (Red Hat 4.5.1-3)] on linux2
Type "help", "copyright", "credits" or "license" for more information.
>>> import numpy as np
>>> np.__version__
'2.0.0.dev-059334c'
>>> np.array([1,2,3,4]).astype(float)
array([ 1., 2., 3., 4.])
>>> np.array([1,2,3,np.NA]).astype(float)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
ValueError: Cannot assign NA to an array which does not support NAs
>>> a=np.array([1,2,3,4], maskna=True)
>>> a[3]=np.NA
>>> a
array([1, 2, 3, NA])
>>> a.astype(float)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
ValueError: Cannot assign NA to an array which does not support NAs
>>>a*1.0
array([ 1., 2., 3., NA])
Bruce
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