[Numpy-discussion] Py_NotImplementedType leak
Charles R Harris
charlesr.harris@gmail....
Mon Jun 23 14:28:51 CDT 2008
On Mon, Jun 23, 2008 at 11:23 AM, Charles R Harris <
charlesr.harris@gmail.com> wrote:
> Leaks of Py_NotImplementedType to the user are regarded as errors by the
> Python developers and google turns up several patches fixing such issues. In
> numpy we have this problem because we issue the same call for, say,
> right_shift as we do for >>. This leads to things like:
>
> In [1]: int64(1) >> float32(1)
> ---------------------------------------------------------------------------
> TypeError Traceback (most recent call last)
>
> /home/charris/<ipython console> in <module>()
>
> TypeError: unsupported operand type(s) for >>: 'int' and 'numpy.float32'
>
> In [2]: right_shift(int64(1),float32(1))
> Out[2]: NotImplemented
>
> There are several things going on here. First, all the numbers are promoted
> to 0-D object arrays, so numpy is using the logic for numpy.object scalars.
> Second, the Python interpreter knows how to deal with the >> operator for
> Python ints, which has the left and right slots, but can't deal with the
> explicit call to right_shift because it knows nothing about it. Since proper
> behavior in this case depends on knowledge of how right_shift is called I
> think the thing to do is raise a TypeError{NotImplemented} exception in the
> explicit right_shift call and move the NotImplementedType logic up to the
> __rrshift__ slot for the numpy array types. This also applies to the other
> standard numeric methods.
>
> Thoughts?
>
In particular:
Extension types can now set the type flag Py_TPFLAGS_CHECKTYPES in their
> PyTypeObject structure to indicate that they support the new coercion
> model. In such extension types, the numeric slot functions can no longer
> assume that they'll be passed two arguments of the same type; instead they
> may be passed two arguments of differing types, and can then perform their
> own internal coercion.
>
So the NotImplemented return is restricted to numeric slot functions. Given
this, and the fact that leaking NotImplemented to the user is a bug, I'm
going to make the fix unless someone objects.
Chuck
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