numpy.frompyfunc¶

numpy.frompyfunc(func, nin, nout)¶

Takes an arbitrary Python function and returns a NumPy ufunc.

Can be used, for example, to add broadcasting to a built-in Python function (see Examples section).

Parameters:

Parameters:	func : Python function object An arbitrary Python function. nin : int The number of input arguments. nout : int The number of objects returned by func.
Returns:	out : ufunc Returns a NumPy universal function (`ufunc`) object.

func : Python function object

An arbitrary Python function.

nin : int

The number of input arguments.

nout : int

The number of objects returned by func.

Returns:

out : ufunc

Returns a NumPy universal function (ufunc) object.

See also

vectorize: evaluates pyfunc over input arrays using broadcasting rules of numpy

Notes

The returned ufunc always returns PyObject arrays.

Examples

Use frompyfunc to add broadcasting to the Python function oct:

>>> oct_array = np.frompyfunc(oct, 1, 1)
>>> oct_array(np.array((10, 30, 100)))
array([012, 036, 0144], dtype=object)
>>> np.array((oct(10), oct(30), oct(100))) # for comparison
array(['012', '036', '0144'],
      dtype='|S4')