scala.collection

# parallel

#### package parallel

Package object for parallel collections.

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### Type Members

1. #### trait AdaptiveWorkStealingForkJoinTasks extends ForkJoinTasks with AdaptiveWorkStealingTasks

2. #### trait AdaptiveWorkStealingTasks extends Tasks

   This trait implements scheduling by employing an adaptive work stealing technique.

3. #### trait AdaptiveWorkStealingThreadPoolTasks extends ThreadPoolTasks with AdaptiveWorkStealingTasks

4. #### trait Combiner[-Elem, +To] extends Builder[Elem, To] with Sizing with Parallel

   The base trait for all combiners.

5. #### trait CombinerFactory[U, Repr] extends AnyRef

6. #### final case class CompositeThrowable(throwables: Set[Throwable]) extends java.lang.Exception with Product with Serializable

   Composite throwable - thrown when multiple exceptions are thrown at the same time.

7. #### class ExecutionContextTaskSupport extends TaskSupport with ExecutionContextTasks

   A task support that uses an execution context to schedule tasks.

8. #### trait ExecutionContextTasks extends Tasks

9. #### trait FactoryOps[From, Elem, To] extends AnyRef

10. #### class ForkJoinTaskSupport extends TaskSupport with AdaptiveWorkStealingForkJoinTasks

    A task support that uses a fork join pool to schedule tasks.

11. #### trait ForkJoinTasks extends Tasks with HavingForkJoinPool

    An implementation trait for parallel tasks based on the fork/join framework.

12. #### trait HavingForkJoinPool extends AnyRef

    A trait describing objects that provide a fork/join pool.

13. #### trait IterableSplitter[+T] extends AugmentedIterableIterator[T] with Splitter[T] with Signalling with DelegatedSignalling

    Parallel iterators allow splitting and provide a `remaining` method to obtain the number of elements remaining in the iterator.

14. #### trait ParIterable[+T] extends GenIterable[T] with GenericParTemplate[T, ParIterable] with ParIterableLike[T, ParIterable[T], scala.Iterable[T]]

    A template trait for parallel iterable collections.

15. #### trait ParIterableLike[+T, +Repr <: ParIterable[T], +Sequential <: scala.Iterable[T] with IterableLike[T, Sequential]] extends GenIterableLike[T, Repr] with CustomParallelizable[T, Repr] with Parallel with HasNewCombiner[T, Repr]

    A template trait for parallel collections of type `ParIterable[T]`.

16. #### trait ParIterableView[+T, +Coll <: Parallel, +CollSeq] extends ParIterableViewLike[T, Coll, CollSeq, ParIterableView[T, Coll, CollSeq], IterableView[T, CollSeq]] with GenIterableView[T, Coll]

    A template view of a non-strict view of a parallel iterable collection.

17. #### trait ParIterableViewLike[+T, +Coll <: Parallel, +CollSeq, +This <: ParIterableView[T, Coll, CollSeq] with ParIterableViewLike[T, Coll, CollSeq, This, ThisSeq], +ThisSeq <: IterableView[T, CollSeq] with IterableViewLike[T, CollSeq, ThisSeq]] extends GenIterableView[T, Coll] with GenIterableViewLike[T, Coll, This] with ParIterable[T] with ParIterableLike[T, This, ThisSeq]

    A template view of a non-strict view of parallel iterable collection.

18. #### trait ParMap[K, +V] extends GenMap[K, V] with GenericParMapTemplate[K, V, ParMap] with ParIterable[(K, V)] with ParMapLike[K, V, ParMap[K, V], Map[K, V]]

    A template trait for parallel maps.

19. #### trait ParMapLike[K, +V, +Repr <: ParMapLike[K, V, Repr, Sequential] with ParMap[K, V], +Sequential <: Map[K, V] with MapLike[K, V, Sequential]] extends GenMapLike[K, V, Repr] with ParIterableLike[(K, V), Repr, Sequential]

    A template trait for mutable parallel maps.

20. #### trait ParSeq[+T] extends GenSeq[T] with ParIterable[T] with GenericParTemplate[T, ParSeq] with ParSeqLike[T, ParSeq[T], scala.Seq[T]]

    A template trait for parallel sequences.

21. #### trait ParSeqLike[+T, +Repr <: ParSeq[T], +Sequential <: scala.Seq[T] with SeqLike[T, Sequential]] extends GenSeqLike[T, Repr] with ParIterableLike[T, Repr, Sequential]

    A template trait for sequences of type `ParSeq[T]`, representing parallel sequences with element type `T`.

22. #### trait ParSeqView[+T, +Coll <: Parallel, +CollSeq] extends ParSeqViewLike[T, Coll, CollSeq, ParSeqView[T, Coll, CollSeq], SeqView[T, CollSeq]]

    A template view of a non-strict view of a parallel sequence.

23. #### trait ParSeqViewLike[+T, +Coll <: Parallel, +CollSeq, +This <: ParSeqView[T, Coll, CollSeq] with ParSeqViewLike[T, Coll, CollSeq, This, ThisSeq], +ThisSeq <: SeqView[T, CollSeq] with SeqViewLike[T, CollSeq, ThisSeq]] extends GenSeqView[T, Coll] with GenSeqViewLike[T, Coll, This] with ParIterableView[T, Coll, CollSeq] with ParIterableViewLike[T, Coll, CollSeq, This, ThisSeq] with ParSeq[T] with ParSeqLike[T, This, ThisSeq]

    A template view of a non-strict view of parallel sequence.

24. #### trait ParSet[T] extends GenSet[T] with GenericParTemplate[T, ParSet] with ParIterable[T] with ParSetLike[T, ParSet[T], Set[T]]

    A template trait for parallel sets.

25. #### trait ParSetLike[T, +Repr <: ParSetLike[T, Repr, Sequential] with ParSet[T], +Sequential <: Set[T] with SetLike[T, Sequential]] extends GenSetLike[T, Repr] with ParIterableLike[T, Repr, Sequential]

    A template trait for parallel sets.

26. #### trait PreciseSplitter[+T] extends Splitter[T]

    A precise splitter (or a precise split iterator) can be split into arbitrary number of splitters that traverse disjoint subsets of arbitrary sizes.

27. #### trait SeqSplitter[+T] extends IterableSplitter[T] with AugmentedSeqIterator[T] with PreciseSplitter[T]

    Parallel sequence iterators allow splitting into arbitrary subsets.

28. #### trait Splitter[+T] extends Iterator[T]

    A splitter (or a split iterator) can be split into more splitters that traverse over disjoint subsets of elements.

29. #### trait Task[R, +Tp] extends AnyRef

30. #### trait TaskSupport extends Tasks

    A trait implementing the scheduling of a parallel collection operation.

31. #### trait Tasks extends AnyRef

    A trait that declares task execution capabilities used by parallel collections.

32. #### class ThreadPoolTaskSupport extends TaskSupport with AdaptiveWorkStealingThreadPoolTasks

    A task support that uses a thread pool executor to schedule tasks.

33. #### trait ThreadPoolTasks extends Tasks

    An implementation of tasks objects based on the Java thread pooling API.

34. #### trait ThrowableOps extends AnyRef

35. #### trait TraversableOps[T] extends AnyRef

36. #### trait FutureThreadPoolTasks extends Tasks

    An implementation of tasks objects based on the Java thread pooling API and synchronization using futures.

### Value Members

1. #### val CHECK_RATE: Int

2. #### object ForkJoinTasks

3. #### object FutureThreadPoolTasks

4. #### val MIN_FOR_COPY: Int

5. #### object ParIterable extends ParFactory[ParIterable]

   This object provides a set of operations to create ``ParIterable`` values.

6. #### object ParIterableView

7. #### object ParMap extends ParMapFactory[ParMap]

8. #### object ParSeq extends ParFactory[ParSeq]

9. #### object ParSeqView

10. #### object ParSet extends ParSetFactory[ParSet]

11. #### val SQRT2: Double

12. #### object Splitter

13. #### object ThreadPoolTasks

14. #### val availableProcessors: Int

15. #### val defaultTaskSupport: TaskSupport

16. #### implicit def factory2ops[From, Elem, To](bf: CanBuildFrom[From, Elem, To]): FactoryOps[From, Elem, To]

17. #### package immutable

18. #### package mutable

19. #### def setTaskSupport[Coll](c: Coll, t: TaskSupport): Coll

20. #### def thresholdFromSize(sz: Int, parallelismLevel: Int): Int

    Computes threshold from the size of the collection and the parallelism level.

21. #### implicit def throwable2ops(self: Throwable): ThrowableOps

22. #### implicit def traversable2ops[T](t: GenTraversableOnce[T]): TraversableOps[T]

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