[Numpy-discussion] Proposed Roadmap Overview
Fri Feb 17 14:49:48 CST 2012
On Fri, Feb 17, 2012 at 12:24 AM, Charles R Harris <
> On Thu, Feb 16, 2012 at 4:20 PM, <email@example.com> wrote:
>> On Thu, Feb 16, 2012 at 5:56 PM, Warren Weckesser
>> <firstname.lastname@example.org> wrote:
>> > On Thu, Feb 16, 2012 at 4:39 PM, Travis Oliphant <email@example.com>
>> > wrote:
>> >> Mark Wiebe and I have been discussing off and on (as well as talking
>> >> Charles) a good way forward to balance two competing desires:
>> >> * addition of new features that are needed in NumPy
>> >> * improving the code-base generally and moving towards a more
>> >> maintainable NumPy
>> >> I know there are load voices for just focusing on the second of these
>> >> avoiding the first until we have finished that. I recognize the need
>> >> improve the code base, but I will also be pushing for improvements to
>> >> feature-set and user experience in the process.
>> >> As a result, I am proposing a rough outline for releases over the next
>> >> year:
>> >> * NumPy 1.7 to come out as soon as the serious bugs can be
>> >> eliminated. Bryan, Francesc, Mark, and I are able to help triage some
>> >> those.
>> >> * NumPy 1.8 to come out in July which will have as many
>> >> ABI-compatible feature enhancements as we can add while improving test
>> >> coverage and code cleanup. I will post to this list more details of
>> >> we plan to address with it later. Included for possible inclusion
>> >> * resolving the NA/missing-data issues
>> >> * finishing group-by
>> >> * incorporating the start of label arrays
>> >> * incorporating a meta-object
>> >> * a few new dtypes (variable-length string, varialbe-length
>> >> and an enum type)
>> >> * adding ufunc support for flexible dtypes and possibly
>> >> arrays
>> >> * allowing generalized ufuncs to work on more kinds of arrays
>> >> besides just contiguous
>> >> * improving the ability for NumPy to receive JIT-generated
>> >> pointers for ufuncs and other calculation opportunities
>> >> * adding "filters" to Input and Output
>> >> * simple computed fields for dtypes
>> >> * accepting a Data-Type specification as a class or JSON file
>> >> * work towards improving the dtype-addition mechanism
>> >> * re-factoring of code so that it can compile with a C++
>> >> and be minimally dependent on Python data-structures.
>> >> * NumPy 2.0 to come out in January of 2013. Mark Wiebe and I
>> >> post to this list a document that explains some of it's proposed
>> >> and enhancements. I won't steal his thunder for some of the things
>> he is
>> >> working on.
>> >> If there are code issues people would like to see addressed, it would
>> be a
>> >> great time to speak up and/or propose something that you would like to
>> > The above list looks great. Another request that comes up occasionally
>> > the mailing list is for the efficient computation of order statistics,
>> > simplest case being a combined min/max function. Longish thread starts
>> > here: http://thread.gmane.org/gmane.comp.python.numeric.general/44130/
>> The list looks great, but for the time table I expect there will be at
>> least a 1.9 and 1.10 necessary to improve what "we didn't get quite
>> right in the first place", or what not many users had time to try out.
> That's my sense also. I think the long list needs to be prioritized and
> broken up into smaller chunks.
+1 for an extra release (or two).
Looking at the list of features, which looks great by the way, I think the
last release before adding a whole bunch of new features should be the LTS.
Ideally 1.8 would be mostly the refactoring and the LTS, with 1.9
containing most of the new features. If not, 1.7 should probably be the LTS.
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