[pydotorg-www] TimeComplexity page on the wiki, pop_intermediate for lists
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Mon Aug 17 03:42:45 EDT 2020
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On 17.08.2020 08:57, Jan Christoph Terasa wrote:
> Moin moin,
> I partook in a discussion on stack overflow regarding time complexity of
> popping the first element off of a list:
> As paxdiablo correctly points out there, popping anything except the
> last element involves a memmove/memcpy , which essentially has a runtime
> of O(N-k), with k being the argument. Assuming choosing k at random
> uniformly, this is O(N/2) = O(N).
> During the discussion I referred to the Python Wiki page
> https://wiki.python.org/moin/TimeComplexity and the information there is
> kind of misleading. It introduces k as the "value of the parameter", and
> also states that "The Average Case assumes parameters generated
> uniformly at random" It then shows in the table that average and
> amortized worst time complexity of popping intermediate elements from a
> list is O(k). From my understanding the statement "The Average Case
> assumes parameters generated uniformly at random" is essentially what I
> stated above, so the value in the table should *not* depend (only) on k,
> but on N, and it should thus be O(N) in both cases.
> I think stating O(k) is misleading, since it looks like the complexity
> depends only on k, and thus popping the first element should be O(1),
> while in reality it depends on N as well (being N-k), and in the
> "average case" we get O(N) as shown above. In general it could be
> helpful to add a footnote explanation of how pop behaves, since it
> depends both on the size of N and k, and it certainly is not
> proportional to k, quite the contrary.
> If you are willing to give me edit permissions for that page I can help
> with some suggestions (I hope that page has a "Discussion" subpage to
> "stage" some proposed changes first).
> kind regards,
> Christoph Terasa
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