sort of finish bloom filter

master
neingeist 10 years ago
parent a5638de011
commit 90e69a4c54

@ -1,4 +1,5 @@
#include <assert.h>
#include <stdbool.h>
#include <stdint.h>
#include <stdio.h>
#include <stdlib.h>
@ -29,77 +30,8 @@ uint32_t fnv32_1_str(char *string) {
return fnv32_1((uint8_t *) string, strlen(string));
}
/* http://en.wikipedia.org/wiki/MurmurHash */
uint32_t Murmur3_32(uint8_t * key, size_t len, uint32_t seed) {
// Note: In this version, all integer arithmetic is performed with unsigned 32 bit integers.
// In the case of overflow, the result is constrained by the application of modulo 2^{32} arithmetic.
const uint32_t c1 = 0xcc9e2d51UL;
uint32_t c2 = 0x1b873593UL;
uint32_t r1 = 15;
uint32_t r2 = 13;
uint32_t m = 5;
uint32_t n = 0xe6546b64UL;
uint32_t hash = seed;
size_t i = 0;
/* For each four-byte chunk of key */
for (i = 0; i < len / 4; i++) {
/* FIXME endianness */
uint32_t k = (key[i + 0] << 0) | (key[i + 1] << 8) | (key[i + 2] << 16) | (key[i + 3] << 24);
k = k * c1;
k = (k << r1) | (k >> (32 - r1));
k = k * c2;
hash = hash ^ k;
hash = (hash << r2) | (hash >> (32 - r2));
hash = hash * m + n;
}
/* With any remaining bytes: */
if (len > i * 4) {
size_t remaininglen = len - i * 4;
uint32_t remainingbytes = 0;
for (size_t j = 0; j < remaininglen; j++) {
remainingbytes = remainingbytes << 8;
remainingbytes |= key[len - 1 - j];
}
// remainingbytes \gets SwapEndianOrderOf(remainingbytesInKey)
// Note: Endian swapping is only necessary on big-endian machines.
// The purpose is to place the meaningful digits towards the low end of the value,
// so that these digits have the greatest potential to affect the low range digits
// in the subsequent multiplication. Consider that locating the meaningful digits
// in the high range would produce a greater effect upon the high digits of the
// multiplication, and notably, that such high digits are likely to be discarded
// by the modulo arithmetic under overflow. We don't want that.
remainingbytes = remainingbytes * c1;
remainingbytes =
(remainingbytes << r1) | (remainingbytes >> (32 - r1));
remainingbytes = remainingbytes * c2;
hash = hash ^ remainingbytes;
}
hash = hash ^ len;
hash = hash ^ (hash >> 16);
hash = hash * 0x85ebca6b;
hash = hash ^ (hash >> 13);
hash = hash * 0xc2b2ae35;
hash = hash ^ (hash >> 16);
return hash;
}
uint32_t Murmur3_32_str(char *string) {
return Murmur3_32((uint8_t *) string, strlen(string), 0);
}
int main(void) {
/* Test FNV32_1 */
/* Test FNV32_1 */
void test_fnv32_1() {
assert(fnv32_1_str("03SB[") == 0x00000000UL);
assert(fnv32_1_str("") == 0x811c9dc5UL);
assert(fnv32_1_str("a") == 0x050c5d7eUL);
@ -113,10 +45,49 @@ int main(void) {
assert(fnv32_1_str("foob") == 0xb4b1178bUL);
assert(fnv32_1_str("fooba") == 0xfdc80fb0UL);
assert(fnv32_1_str("foobar") == 0x31f0b262UL);
}
/* Test MurmurHash3 for x86, 32-bit */
/* FIXME */
printf("%x\n", Murmur3_32_str("The quick brown fox jumps over the lazy dog"));
/* Bloom filter data structure */
const size_t bloom_bits = 64;
typedef uint64_t bloom_filter_type;
bloom_filter_type bloom_filter[1] = { 0 }; // XXX should calculate the size here
/* FIXME: bloom filter... */
/* Returns the bit in the bloom filter to set/check. */
size_t bloom_bit(char *string) {
/* Note: a real bloom filter would use multiple bits and multiple hash fns. */
return fnv32_1_str(string) % bloom_bits;
}
/* Add a value to the bloom filter. */
void bloom_add(char *string) {
size_t i = bloom_bit(string) / sizeof(bloom_filter_type);
size_t j = bloom_bit(string) % sizeof(bloom_filter_type);
bloom_filter[i] |= (1 << j);
}
/* Check if a value might have been seen before. */
bool bloom_check(char *string) {
size_t i = bloom_bit(string) / sizeof(bloom_filter_type);
size_t j = bloom_bit(string) % sizeof(bloom_filter_type);
return (bloom_filter[i] & (1 << j)) != 0;
}
/* Test filter */
void test_bloom_filter() {
assert(bloom_check("foo") == false);
bloom_add("foo");
assert(bloom_check("foo") == true);
assert(bloom_check("bar") == false); /* assuming foo's hash values != bar's */
bloom_add("bar");
assert(bloom_check("bar") == true);
}
int main(void) {
test_fnv32_1();
test_bloom_filter();
}

Loading…
Cancel
Save