Bloom filter in JavaScript using FNV hash.

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Jason Davies 2011-09-04 10:25:02 +01:00
commit fd8e588ac8
3 changed files with 98 additions and 0 deletions

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Copyright (c) 2011, Jason Davies
All rights reserved.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:
* Redistributions of source code must retain the above copyright notice, this
list of conditions and the following disclaimer.
* Redistributions in binary form must reproduce the above copyright notice,
this list of conditions and the following disclaimer in the documentation
and/or other materials provided with the distribution.
* The name Jason Davies may not be used to endorse or promote products
derived from this software without specific prior written permission.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL JASON DAVIES BE LIABLE FOR ANY DIRECT, INDIRECT,
INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE
OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF
ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

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bloomfilter.js Normal file
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(function(exports) {
function BloomFilter(m, k) {
this.m = m;
this.k = k;
this.buckets = [];
var n = Math.ceil(m / k),
i = -1;
while (++i < n) this.buckets[i] = 0;
}
// See http://willwhim.wordpress.com/2011/09/03/producing-n-hash-functions-by-hashing-only-once/
BloomFilter.prototype.locations = function(v) {
var h = fnv64(v);
a = h & 0xffffffff,
b = (h & 0xffffffff00000000) >> 32,
k = this.k,
r = [],
i = -1;
while (++i < k) r[i] = (a + b * i) % this.m;
return r;
};
BloomFilter.prototype.add = function(v) {
var l = this.locations(v),
i = -1,
k = this.k;
while (++i < k) this.buckets[Math.floor(l[i] / k)] |= 1 << (l[i] % k)
};
BloomFilter.prototype.test = function(v) {
var l = this.locations(v),
n = l.length,
i = -1,
k = this.k,
b;
while (++i < n) {
b = l[i];
if ((this.buckets[Math.floor(b / k)] & (1 << (b % k))) === 0) {
return false;
}
}
return true;
};
// Fowler/Noll/Vo fast hash
function fnv64(d) {
var n = d.length,
h = 64,
i = -1,
c;
while (++i < n) {
c = d.charCodeAt(i);
h *= 1099511628211;
h ^= (c & 0xff00) >> 8;
h *= 1099511628211;
h ^= c & 0xff;
}
return h;
}
exports.BloomFilter = BloomFilter;
})(typeof exports !== "undefined" ? exports : window);

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var BloomFilter = require("./bloomfilter").BloomFilter;
var f = new BloomFilter(100, 16);
f.add("foo");
var puts = require("util").puts;
puts(f.test("foo"));
puts(f.test("foop"));
puts(f.test("bar"));