def putmask(array, mask, values):
"""putmask() sets elements of 'array' for which 'mask' is non-zero to
the corresponding element in 'values'. 'array' must be an array.
"""
bmask = _nc.asarray(mask)
bvalues = _nc.asarray(values)
if bmask.nelements() == array.nelements():
if bmask._shape != array._shape:
bmask = bmask.view()
bmask.setshape(array.getshape())
else:
bmask = _broadcast_or_resize(array, bmask)
bvalues = _broadcast_or_resize(array, bvalues)
choose(bmask != 0, (array, bvalues), array)
def where(condition, x=None, y=None, out=None):
"""where() returns an array shaped like 'condition' with
elements selected from 'x' or 'y' by the 1 or 0 value of each condition
element, respectively.
If neither 'x' nor 'y' is specified, where acts as a synonym for
nonzero().
"""
if x is None and y is None:
if out is None:
return ufunc.nonzero(condition)
else:
raise ValueError("single parameter where() does not support output array")
else:
if x is None or y is None:
raise ValueError("Invalid parameter list")
return choose(ufunc.not_equal(condition, 0), (y,x), out)
def clip(m, m_min, m_max):
"""clip() returns a new array with every entry in m that is less than m_min
replaced by m_min, and every entry greater than m_max replaced by m_max.
"""
selector = ufunc.less(m, m_min)+2*ufunc.greater(m, m_max)
return choose(selector, (m, m_min, m_max))