[Numpy-discussion] using scalar input on np.PyArray_MultiIterNew2
zoj613
blkzol001 at myuct.ac.za
Sun Jan 10 11:59:42 EST 2021
Hi all,
I am looking for a way to use `np.PyArray_MultiIterNew2` in Cython to
broadcast parameters of a function. The requirement is that the two
arguments can be scalar and/or sequences. Using the usual `np.broadcast`
function works well but is slow when iterating over the broadcasted input in
a tight loop. I want to achieve the same using the C API.
Currently, if I used `(<double*>np.PyArray_MultiIter_DATA(bcast, i))[0]` to
iterate over the input when one of them is a scalar,
I get no errors, but I notice the output of the parent function returns an
array of zeros, which implies this approach didn't work. After
investigating, it seems that np.PyArray_MultiIter_DATA only accepts numpy
arrays.
I could write a function to handle all combinations of
scalar/array/list/tuple, and create temporary arrays to store the input
data, but that seems daunting and error prone. Is there a way I can achieve
this and have scalar arguments passed to np.PyArray_MultiIter_DATA be
converted to same-element arrays without writing my own code from scratch?
Any suggestions are welcome.
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