[Numpy-discussion] Thoughts on getting "something" in the Python core
oliphant at ee.byu.edu
Fri Apr 1 12:23:19 EST 2005
> I thought that your original Numeric3 proposal was in this direction -
> a simple multidimensional array class/type which could
> eventually replace Python's array module. In addition, and
> separately, there were to be a collection of ufuncs.
No, that's a misunderstanding. Original Numeric3 was never about
"simplyifying." Because, we can't "simplify" and still support the uses
that Numeric and numarray have enjoyed. I'm more interested in using
something like Numeric and will always install it should it exist. I
was iunterested in getting it into the Python core for standardization.
I now believe that "universal" standardization should occur around a
"protocol" and perhaps a simple implementation.
I'm still interested in a more "local standardization" for numarray and
Numeric users (not all Python users) which is the focus of scipy.base
(used to call it Numeric3).
In the process we are generating good ideas that can be used for "global
standardization" among all Python users. But, I can't do it all. I
have to keep focused on what I'm doing with the current Numeric
arrayobject (and that has never been about "getting rid of
> Later, discussion seemed to drift from the basic Numeric3 towards SciPy.
The context of the problem as I see it intimately involves scipy and the
collection of packages surrounding numarray. The small community we
have built up was diverging in the creation of external packages. This
is what troubled me most deeply. So, there is no Numeric3 separate from
the larger issue of "a collection of standard scientific packages" that
scipy has tried to be. That is why reference to scipy is made. I see
no "drifting occurring"
There is a separate issue of a good array module for Python. I now see
the solution there as being more of a "good array protocol" for Python
with a default very simple implementation that is improved by extension
> Could this be subclassed so that provision could be made for Int8 (or
> even Int1)?
I suppose, but this is kind of missing the point, because Numeric3 will
support those types. If you need a more advanced array you install
> How would an array of records be handled?
By installing a more advanced array.
> The concept looks good. Regarding timing, it seems better to build
> the foundation before building the house.
The problem with your analogy is that the "sprawling mansion in the
suburbs is already built" (Numeric has been around for a long time).
The question is what kind of housing to build for the city dwellers and
what kind of transportation system do we establish so people can move
back and forth easily.
More information about the NumPy-Discussion