kmath/kmath-nd4j/src/main/kotlin/scientifik.kmath.nd4j/INDArrayIterators.kt

38 lines
1.4 KiB
Kotlin
Raw Normal View History

package scientifik.kmath.nd4j
import org.nd4j.linalg.api.ndarray.INDArray
import org.nd4j.linalg.api.shape.Shape
internal sealed class INDArrayIteratorBase<T>(protected val iterateOver: INDArray) : Iterator<Pair<IntArray, T>> {
private var i: Int = 0
override fun hasNext(): Boolean = i < iterateOver.length()
abstract fun getSingle(indices: LongArray): T
final override fun next(): Pair<IntArray, T> {
val la = if (iterateOver.ordering() == 'c')
Shape.ind2subC(iterateOver, i++.toLong())!!
else
Shape.ind2sub(iterateOver, i++.toLong())!!
return narrowToIntArray(la) to getSingle(la)
}
}
internal class INDArrayDoubleIterator(iterateOver: INDArray) : INDArrayIteratorBase<Double>(iterateOver) {
override fun getSingle(indices: LongArray): Double = iterateOver.getDouble(*indices)
}
internal class INDArrayLongIterator(iterateOver: INDArray) : INDArrayIteratorBase<Long>(iterateOver) {
override fun getSingle(indices: LongArray) = iterateOver.getLong(*indices)
}
internal class INDArrayIntIterator(iterateOver: INDArray) : INDArrayIteratorBase<Int>(iterateOver) {
override fun getSingle(indices: LongArray) = iterateOver.getInt(*narrowToIntArray(indices))
}
internal class INDArrayFloatIterator(iterateOver: INDArray) : INDArrayIteratorBase<Float>(iterateOver) {
override fun getSingle(indices: LongArray) = iterateOver.getFloat(*indices)
}