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Bounded priority queue in Scala
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import scala.collection.mutable | |
/** | |
* Bounded priority queue trait that is intended to be mixed into instances of | |
* scala.collection.mutable.PriorityQueue. By default PriorityQueue instances in | |
* Scala are unbounded. This trait modifies the original PriorityQueue's | |
* enqueue methods such that we only retain the top K elements. | |
* The top K elements are defined by an implicit Ordering[A]. | |
* @author Ryan LeCompte ([email protected]) | |
*/ | |
trait BoundedPriorityQueue[A] extends mutable.PriorityQueue[A] { | |
def maxSize: Int | |
override def +=(a: A): this.type = { | |
if (size < maxSize) super.+=(a) | |
else maybeReplaceLowest(a) | |
this | |
} | |
override def ++=(xs: TraversableOnce[A]): this.type = { | |
xs.foreach { this += _ } | |
this | |
} | |
override def +=(elem1: A, elem2: A, elems: A*): this.type = { | |
this += elem1 += elem2 ++= elems | |
} | |
override def enqueue(elems: A*) { | |
this ++= elems | |
} | |
private def maybeReplaceLowest(a: A) { | |
// note: we use lt instead of gt here because the original | |
// ordering used by this trait is reversed | |
if (ord.lt(a, head)) { | |
dequeue() | |
super.+=(a) | |
} | |
} | |
} | |
object BoundedPriorityQueue { | |
/** | |
* Creates a new BoundedPriorityQueue instance. | |
* @param maximum the max number of elements | |
* @return a new bounded priority queue instance | |
*/ | |
def apply[A: Ordering](maximum: Int): BoundedPriorityQueue[A] = { | |
// note: we reverse the ordering here because the mutable.PriorityQueue | |
// class uses the highest element for its head/dequeue operations. | |
val ordering = implicitly[Ordering[A]].reverse | |
new mutable.PriorityQueue[A]()(ordering) with BoundedPriorityQueue[A] { | |
implicit override val ord = ordering | |
override val maxSize = maximum | |
} | |
} | |
} | |
///////////////// SAMPLE USAGE //////////////////// | |
scala> val q = BoundedPriorityQueue[Int](5) | |
q: BoundedPriorityQueue[Int] = PriorityQueue() | |
scala> val nums = scala.util.Random.shuffle(Vector.range(0, 100000)) | |
nums: scala.collection.immutable.Vector[Int] = Vector(62499, 20240, 71494, 67205, 43994, 31339, 14881, 23726, 54180, 22249, 34191, 8200, 78496, 18751, 86506, 15764, 90615, 61182, 52616, 54248, 48928, 40625, 35891, 72519, 6627, 79008, 40216, 37938, 28009, 59632, 22050, 95395, 13402, 65666, 3436, 24973, 39853, 10089, 28569, 33664, 55011, 89708, 63198, 27621, 40630, 43484, 34465, 11336, 42982, 57861, 46354, 77310, 36781, 62702, 99705, 93078, 50247, 68036, 70024, 27240, 90931, 35380, 75291, 32835, 34434, 75453, 55228, 79765, 28142, 54959, 7148, 72806, 60390, 71646, 60651, 66950, 96680, 88808, 67513, 53689, 28976, 46643, 54085, 59222, 41109, 90677, 42888, 72101, 39604, 82146, 52191, 38324, 13596, 30048, 2976, 90832, 8791, 5908, 40390, 74304, 41995, 36256, 88112, 84726, 13416, 62747, 36911, 3... | |
scala> q ++= nums | |
res5: q.type = PriorityQueue(99995, 99996, 99997, 99998, 99999) | |
///////////////// SAMPLE USAGE //////////////////// | |
scala> |
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just one more reason to stick with scala 2.11.x