In my previous post, we used "2-3-5-7" wheel factorization to produce a faster Sieve of Eratosthenes with a compression factor of 2 (by storing only the odd numbers). Samuel Tardieu reminded me that the sieve variation used by Factor uses less memory with a higher compression factor of 3.75.
I thought would be a fun implementation to show below.
Version 6
The "2-3-5" wheel with the first 30 numbers that are not divisible by 2, 3, or 5.
CONSTANT: wheel-2-3-5 $[ 30 [1,b] [ { 2 3 5 } [ divisor? ] with any? not ] B{ } filter-as ]
Note: We use 30 here because the "{ 2 3 5 } product
" cycle is 30.
If you look at the wheel, you see that there are 8 candidates in every 30 numbers:
IN: scratchpad wheel-2-3-5 . { 1 7 11 13 17 19 23 29 }
The number 8
is interesting because it suggests that we can use a single byte to store the 8 candidates in each block of 30 numbers, using a bitmask for possible primes or f
:
CONSTANT: masks $[ 30 [0,b) [ wheel-2-3-5 index [ 7 swap - 2^ ] [ f ] if* ] map ]
We can index into this array to find the byte/mask for every number:
: byte-mask ( n -- byte mask/f ) 30 /mod masks nth ;
Using the byte/mask we can check if a number is marked in the sieve byte-array.
:: marked? ( n sieve -- ? ) n byte-mask :> ( byte mask ) mask [ byte sieve nth mask bitand zero? not ] [ f ] if ;
And we can unmark a number in the sieve in a similar fashion:
:: unmark ( n sieve -- ) n byte-mask :> ( byte mask ) mask [ byte sieve [ mask bitnot bitand ] change-nth ] when ;
Using that, we can unmark multiples of prime numbers:
:: unmark-multiples ( i upper sieve -- ) i sq upper i 2 * <range> [ sieve unmark ] each ;
That's all we need to build our sieve, starting from a byte-array initialized with all numbers marked and then progressively unmarking multiples of primes:
:: sieve6 ( n -- sieve ) n 30 /i 1 + [ 0xff ] B{ } replicate-as :> sieve sieve length 30 * 1 - :> upper 3 upper sqrt 2 <range> [| i | i sieve marked? [ i upper sieve unmark-multiples ] when ] each sieve ;
As you can see, storing prime numbers up to 10 million takes only 333 KB!
IN: scratchpad 10,000,000 sieve6 length . 333334
This approach is used by the math.primes vocabulary to quickly check primality of any number less than 9 million using only 300 KB of memory.
Neat!
No comments:
Post a Comment