Sieve of Eratosthenes algorithm question (Python Syntax)
So I was reading the Wikipedia article on the Sieve of Eratosthenes and it included a Python implementation: http://en.wikipedia.org/wiki/Sieve_of_Eratosthenes#Algorithm_complexity_and_implementation
def eratosthenes_sieve(n):
# Create a candidate list within which non-primes will be
# marked as None; only candidates below sqrt(n) need be checked.
candidates = range(n+1)
fin = int(n**0.5)
# Loop over the candidates, marking out each multiple.
for i in xrange(2, fin+1):
if not candidates[i]:
continue
candidates[2*i::i] = [None] * (n//i - 1)
# Filter out non-primes and return the list.
return [i for i in candidates[2:] if i]
It looks like a very simple and elegant implementation. I've seen other implementations, even in Python, and I understand how the Sieve works. But the particular way this implementation works, I"m getting a li开发者_高级运维ttle confused. Seems whoever was writing that page was pretty clever.
I get that its iterating through the list, finding primes, and then marking multiples of primes as non-prime.
But what does this line do exactly:
candidates[2*i::i] = [None] * (n//i - 1)
I've figured out that its slicing candidates from 2*i to the end, iterating by i, so that means all multiples of i, start at 2*i, then go to 3*i, then go to 4*i till you finish the list.
But what does [None] * (n//i - 1)
mean? Why not just set it to False?
Thanks. Kind of a specific question with a single answer, but I think this is the place to ask it. I would sure appreciate a clear explanation.
candidates[2*i::i] = [None] * (n//i - 1)
is just a terse way of writing
for j in range(2 * i, n, i):
candidates[j] = None
which works by assigning an list of None
s to a slice of candidates
.
L * N
creates and concatenates N
(shallow) copies of L
, so [None] * (n//i - 1)
gives a list of ceil(n / i)
times None
. Slice assignment (L[start:end:step] = new_L
) overwrites the items of the list the slice touches with the items of new_L
.
You are right, one could set the items to False
as well - I think this would be preferrable, the author of the code obviously thought None
would be a better indicator of "crossed out". But None
works as well, as bool(None) is False
and .. if i
is essentially if bool(i)
.
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