.. default-domain:: chpl .. module:: LockFreeQueue :synopsis: A lock-free queue using the Michael and Scott algorithm. LockFreeQueue ============= **Usage** .. code-block:: chapel use LockFreeQueue; or .. code-block:: chapel import LockFreeQueue; A lock-free queue using the Michael and Scott algorithm. .. warning:: This module relies on the :mod:`AtomicObjects` package module, which has several platform restrictions in its current state: - It relies on Chapel ``extern`` code blocks and so requires that the Chapel compiler is built with LLVM enabled. - Currently only ``CHPL_TARGET_ARCH=x86_64`` is supported as it uses the x86-64 instruction: CMPXCHG16B_. - The implementation relies on ``GCC`` style inline assembly, and so is restricted to a ``CHPL_TARGET_COMPILER`` value of ``gnu``, ``clang``, or ``llvm``. .. _CMPXCHG16B: https://www.felixcloutier.com/x86/cmpxchg8b:cmpxchg16b An implementation of the Michael & Scott [#]_, a lock-free queue. Concurrent safe memory reclamation is handled by an internal :record:`EpochManager`. Usage of the queue can be seen below. .. code-block:: chpl var lfq = new LockFreeQueue(int); forall i in 1..N do lfq.enqueue(i); var total : int; coforall tid in 1..here.maxTaskPar with (+ reduce total) { var (hasElt, elt) = lfq.dequeue(); while hasElt { total += elt; (hasElt, elt) = lfq.dequeue(); } } As an optimization, the user can register to receive a :class:`~EpochManager.TokenWrapper`, and pass this to the stack. This can provide significant improvement in performance by up to an order of magnitude by avoiding the overhead of registering and unregistering for each operation. .. code-block:: chpl var lfq = new LockFreeQueue(int); forall i in 1..N with (var tok = lfq.getToken()) do lfq.enqueue(i,tok); var total : int; coforall tid in 1..here.maxTaskPar with (+ reduce total) { var tok = lfq.getToken(); var (hasElt, elt) = lfq.dequeue(tok); while hasElt { total += elt; (hasElt, elt) = lfq.dequeue(tok); } } Lastly, to safely reclaim memory, the user must explicitly invoke ``tryReclaim``, or else there will be a memory leak. This must be explicitly invoked so that the user may tune how often reclamation will be attempted. Reclamation is concurrent-safe, but if called too frequently, it can add unnecessary overhead. A complete example of what would be considered 'optimal' usage of this lock-free stack. .. code-block:: chpl var lfq = new LockFreeQueue(int); forall i in 1..N with (var tok = lfq.getToken()) do lfq.push(i,tok); var total : int; coforall tid in 1..here.maxTaskPar with (+ reduce total) { var tok = lfq.getToken(); var (hasElt, elt) = lfq.dequeue(tok); var n : int; while hasElt { total += elt; (hasElt, elt) = lfq.dequeue(tok); n += 1; if n % GC_THRESHOLD == 0 then lfq.tryReclaim(); } } Also provided, is a utility method for draining the stack of all elements, called ``drain``. This iterator will implicitly call ``tryReclaim`` at the end and will optimally create one token per task. .. code-block:: chpl var lfq = new LockFreeQueue(int); forall i in 1..N with (var tok = lfq.getToken()) do lfq.enqueue(i,tok); var total = + reduce lfq.drain(); .. [#] Michael, Maged M., and Michael L. Scott. Simple, Fast, and Practical Non-Blocking and Blocking Concurrent Queue Algorithms. No. TR-600. ROCHESTER UNIV NY DEPT OF COMPUTER SCIENCE, 1995. .. class:: Node .. attribute:: type eltType .. attribute:: var val: toNilableIfClassType(eltType) .. attribute:: var next: AtomicObject(unmanaged Node(eltType)?, hasGlobalSupport = true, hasABASupport = false) .. method:: proc init(val: ?eltType) .. method:: proc init(type eltType) .. class:: LockFreeQueue .. attribute:: type objType .. attribute:: var _head: AtomicObject(unmanaged Node(objType), hasGlobalSupport = true, hasABASupport = false) .. attribute:: var _tail: AtomicObject(unmanaged Node(objType), hasGlobalSupport = true, hasABASupport = false) .. attribute:: var _manager = new owned LocalEpochManager() .. method:: proc objTypeOpt type .. method:: proc init(type objType) .. method:: proc getToken(): owned TokenWrapper .. method:: proc enqueue(newObj: objType, tok: owned TokenWrapper = getToken()) .. method:: proc dequeue(tok: owned TokenWrapper = getToken()): (bool, objTypeOpt) .. itermethod:: iter drain(): objTypeOpt .. itermethod:: iter drain(param tag: iterKind): objTypeOpt where tag == iterKind.standalone .. method:: proc tryReclaim()