[Numpy-discussion] strange nan in np.ma.average

Chao YUE chaoyuejoy@gmail....
Tue Jan 3 12:05:10 CST 2012


the problem is here,
data=np.empty([10,90,720])

you should always use np.ma.empty if you want to construct a masked empty
array.

Chao

2012/1/3 Chao YUE <chaoyuejoy@gmail.com>

> Dear all numpy users,
>
> I have 10 90X720 arrays. let's say they are in a list 'a' with each
> element a 90X720 numpy masked array.
> then I create a new empty ndarray: data
>
> data=np.empty([10,90,720])
>
> ##first I store all the 10 ndarray in a 10X90X720 array:
> for i,d in enumerate(a):
>       data[i]=a
>
> data.shape=(10, 90, 720)
> then I use data_av=np.ma.average(data, axis=0) to get the average.
>
>
> The strange thing is, I don't have any 'nan' in all the 10 90X720 array,
> but I have nan value in the final data_av.
> how does this come?
>
>
> In [26]: np.nonzero(np.isnan(data_av))
> Out[26]:
> (array([ 0,  0,  2,  2,  3,  5,  5,  6,  6,  6,  6,  7,  8,  8,  8,  9, 10,
>        10, 10, 11, 11, 12, 13, 13, 14, 17, 17, 19, 22, 22, 44, 63, 64, 64,
>        67, 68, 71, 72, 73, 76, 77, 77, 78, 79, 80, 80, 81, 82, 82, 84, 85,
>        85, 86, 86, 87, 87, 88, 89, 89, 89]),
>  array([159, 541, 497, 548,  90,  97, 170, 244, 267, 587, 590, 150, 126,
>        168, 477, 240, 271, 277, 588,  99, 179, 528,  52, 256, 230, 109,
>        190, 617, 377, 389, 707, 539, 193, 361, 262, 465, 100, 232, 206,
>         90,  87,  93, 522, 229, 200, 482, 325, 195, 239, 228, 159, 194,
>
> thanks,
>
> Chao
>
> --
>
> ***********************************************************************************
> Chao YUE
> Laboratoire des Sciences du Climat et de l'Environnement (LSCE-IPSL)
> UMR 1572 CEA-CNRS-UVSQ
> Batiment 712 - Pe 119
> 91191 GIF Sur YVETTE Cedex
> Tel: (33) 01 69 08 29 02; Fax:01.69.08.77.16
>
> ************************************************************************************
>
>


-- 
***********************************************************************************
Chao YUE
Laboratoire des Sciences du Climat et de l'Environnement (LSCE-IPSL)
UMR 1572 CEA-CNRS-UVSQ
Batiment 712 - Pe 119
91191 GIF Sur YVETTE Cedex
Tel: (33) 01 69 08 29 02; Fax:01.69.08.77.16
************************************************************************************
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