How do I use Scala @specialized for a memory-efficient wrapper class around a primitive?
scala
Solution
Unfortunately, specialized classes inherit from their non-specialized parent, and that one contains storage space for a boxed copy. The short answer therefore is that you can't form an efficient wrapper this way.
You can declare the data in a trait:
trait Boxer[@specialized A]{ def boxed: A }
and then provide implementations manually:
class BoxerInt(val boxed: Int) extends Boxer[Int]
class BoxerDouble(val boxed: Double) extends Boxer[Double]
and then write the Boxer companion to overload the apply method:
object Boxer {
def apply(i: Int) = new BoxerInt(i)
def apply(d: Double) = new BoxerDouble(d)
}
so that you can make it look like you didn't have to do all that work:
val box = Boxer(5.0)
but it still isn't completely seamless with other uses of specialization (in particular creation in a generic context will always be an issue).
Problem
I have a wrapper class that can store a Long, Double, or Boolean primitive value (as well as some other stuff that I've removed for simplicity). My original naive implementation just stored the wrapped value in a field of type Any, which resulted in the values being boxed. To remove the boxing and reduce memory usage, I tried using generics, but learned that due to type erasure, this doesn't save anything. So I tried using @specialized, but got surprising results. The below code was built with scalac 2.9.3 and run on JDK7. MemoryMeasurer comes from here and I believe it to be accurate. The "padding" field isn't significant; I am just using it to pad the base object (without the wrapped value) to 16 bytes, so the effect of my various attempts is more clear. ``` import objectexplorer.MemoryMeasurer class GenericNonSpecialized[A] (wrapped: A, val padding: Int) { def getWrapped: Any = wrapped } class GenericSpecialized[@specialized(Long, Double, Boolean) A] (wrapped: A, val padding: Int) { def getWrapped: A = wrapped } class GenericSpecializedVal[@specialized(Long, Double, Boolean) A] (val wrapped: A, val padding: Int) { def getWrapped: A = wrapped } class NonGeneric(val wrapped: Long, padding: Int) { } object App { def main(args: Array[String]) { println(MemoryMeasurer.measureBytes(new GenericNonSpecialized(4L, 0))) // Expect: 48: NonSpecialized object (24 bytes) + boxed long (24 bytes) // Actual: 48 // I expect all of the below to be 24 bytes: Object overhead (12 bytes) + Long (8 bytes) + Int (4 bytes), // but only the non-generic one is actually 24 bytes. println(MemoryMeasurer.measureBytes(new GenericSpecialized(4L, 0))) // 56 println(MemoryMeasurer.measureBytes(new GenericSpecializedVal(4L, 0))) // 32 println(MemoryMeasurer.measureBytes(new NonGeneric(4L, 0))) // 24 } } ``` Questions: - How do I create a generic wrapper object that uses 24 bytes, like the non-generic equivalent? (my best attempt, GenericSpecializedVal uses 32) - Why does GenericNonSpecialized use 56 bytes, but if I add "val", making "wrapped" into an actual field it drops to 32 bytes?