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Trivial bloom filter implementation in Scala.
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class BloomSet[A] private (val size: Int, val k: Int,private val contents: Vector[Boolean]){ | |
val width = contents.length | |
def this(width: Int, k: Int) = this(0, k, BloomSet.alloc(width)) | |
def contains(e:Any) = { | |
(0 to k).foldLeft(true) { (acc,i) => | |
acc && contents(hash(e,i,width)) | |
} | |
} | |
def hash(e:Any, iters:Int, bounds:Int): Int = { | |
Math.abs( | |
if (iters == 0) e.hashCode | |
else iters ^ hash(e,iters-1,bounds)) % bounds | |
} | |
protected def add(contents: Vector[Boolean])(e:Any) = { | |
var back = contents | |
for(i <- 0 to k) { | |
val hashed = hash(e,i,width) | |
back = back.updated(hashed,true) | |
} | |
back | |
} | |
def +(e:Any) = new BloomSet[A](size + 1, k, add(contents)(e)) | |
} | |
object BloomSet { | |
def alloc(size: Int) = { | |
(0 until size).foldLeft(Vector[Boolean]()) { (c:Vector[Boolean],i:Int) => false+:c } | |
} | |
def main(args:Array[String]){ | |
var bf = new BloomSet(40,4); | |
bf = List("hi","hello","today").foldLeft(bf)((fil,st)=> fil+st) | |
println(bf.contains("hi")) | |
println(bf.contains("hello")) | |
println(bf.contains("never")) | |
} | |
} |
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