list.pop(0) vs. collections.dequeue
Raymond Hettinger
python at rcn.com
Sat Jan 23 23:00:37 EST 2010
[Steve Howell]
> Why wouldn't you get a competent C programmer simply make
> list_ass_slice smart enough to make list.pop(0) O(1)?
When this suggestion was discussed on python-dev years ago,
it was rejected. One reason is that it was somewhat
common for C code to access the list data structure directly
(bypassing API accessor functions). Changing the list to have
a starting offset would break existing C extensions.
Another reason is that Guido is non-tolerant of space or time
trade-offs for lists and tuples because they pervade the language
and are heavily used internally. Any additional space or time
requirement however small would impact the language performance
as a whole. FWIW, that is also the reason that lists are not
weak-referenceable (it would cost one extra pointer field per
instance and that wasn't deemed to be worth it).
> The brilliant computer scientist, Christian Heimes, provides the
> answers, and I am paraphrasing here, of course:
IMHO, Christian IS a brilliant computer scientist, so I'll ignore
the rude intention and take the sentence literally.
> 1) You can save 64 bits for every list by not storing an extra
> pointer!
> 2) You can simplify the CPython implementation!
> 3) You can avoid the oh-so-expensive check "if ilow == 1" for all
> operations that don't need this optimization!
>
> Sounds like two micro-optimizations to me (and a copout to boot).
Micro or not, these reasons were part of Guido's rationale.
Tim Peters and I also participated in the conversation and did not
disagree.
So, collections.deque() was born and the problem stopped being an
issue.
Also, Daniel Stuzbach has published a blist implementation that offers
high performance insertions and deletions and fast handling of sparse
lists.
Raymond
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