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diff --git a/doc/spawn.txt b/doc/spawn.txt new file mode 100644 index 000000000..ed500f3a5 --- /dev/null +++ b/doc/spawn.txt @@ -0,0 +1,98 @@ +========================================================== + Parallel & Spawn +========================================================== + +Nimrod has two flavors of parallelism: +1) `Structured`:idx parallelism via the ``parallel`` statement. +2) `Unstructured`:idx: parallelism via the standalone ``spawn`` statement. + +Both need the `threadpool <threadpool.html>`_ module to work. + +Somewhat confusingly, ``spawn`` is also used in the ``parallel`` statement +with slightly different semantics. ``spawn`` always takes a call expression of +the form ``f(a, ...)``. Let ``T`` be ``f``'s return type. If ``T`` is ``void`` +then ``spawn``'s return type is also ``void``. Within a ``parallel`` section +``spawn``'s return type is ``T``, otherwise it is ``FlowVar[T]``. + +The compiler can ensure the location in ``location = spawn f(...)`` is not +read prematurely within a ``parallel`` section and so there is no need for +the overhead of an indirection via ``FlowVar[T]`` to ensure correctness. + + +Parallel statement +================== + +Example: + +.. code-block:: nimrod + # Compute PI in an inefficient way + import strutils, math, threadpool + + proc term(k: float): float = 4 * math.pow(-1, k) / (2*k + 1) + + proc pi(n: int): float = + var ch = newSeq[float](n+1) + parallel: + for k in 0..ch.high: + ch[k] = spawn term(float(k)) + for k in 0..ch.high: + result += ch[k] + + echo formatFloat(pi(5000)) + + +The parallel statement is the preferred mechanism to introduce parallelism +in a Nimrod program. A subset of the Nimrod language is valid within a +``parallel`` section. This subset is checked to be free of data races at +compile time. A sophisticated `disjoint checker`:idx: ensures that no data +races are possible even though shared memory is extensively supported! + +The subset is in fact the full language with the following +restrictions / changes: + +* ``spawn`` within a ``parallel`` section has special semantics. +* Every location of the form ``a[i]`` and ``a[i..j]`` and ``dest`` where + ``dest`` is part of the pattern ``dest = spawn f(...)`` has to be + provable disjoint. This is called the *disjoint check*. +* Every other complex location ``loc`` that is used in a spawned + proc (``spawn f(loc)``) has to be immutable for the duration of + the ``parallel`` section. This is called the *immutability check*. Currently + it is not specified what exactly "complex location" means. We need to make + this an optimization! +* Every array access has to be provable within bounds. This is called + the *bounds check*. +* Slices are optimized so that no copy is performed. This optimization is not + yet performed for ordinary slices outside of a ``parallel`` section. Slices + are also special in that they currently do not support negative indexes! + + + + +Spawn statement +=============== + +A standalone ``spawn`` statement is a simple construct. It executes +the passed expression on the thread pool and returns a `data flow variable`:idx: +``FlowVar[T]`` that can be read from. The reading with the ``^`` operator is +**blocking**. However, one can use ``awaitAny`` to wait on multiple flow +variables at the same time: + +.. code-block:: nimrod + import threadpool, ... + + # wait until 2 out of 3 servers received the update: + proc main = + var responses = newSeq[RawFlowVar](3) + for i in 0..2: + responses[i] = spawn tellServer(Update, "key", "value") + var index = awaitAny(responses) + assert index >= 0 + responses.del(index) + discard awaitAny(responses) + +Like the ``parallel`` statement data flow variables ensure that no data races +are possible. Due to technical limitations not every type ``T`` is possible in +a data flow variable: ``T`` has to be of the type ``ref``, ``string``, ``seq`` +or of a type that doesn't contain a type that is garbage collected. This +restriction will be removed in the future. + |