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#
#
# Nim's Runtime Library
# (c) Copyright 2015 Andreas Rumpf
#
# See the file "copying.txt", included in this
# distribution, for details about the copyright.
#
{.deprecated: "use the nimble packages `malebolgia`, `taskpools` or `weave` instead".}
## Implements Nim's `parallel & spawn statements <manual_experimental.html#parallel-amp-spawn>`_.
##
## Unstable API.
##
## See also
## ========
## * `threads module <typedthreads.html>`_ for basic thread support
## * `locks module <locks.html>`_ for locks and condition variables
## * `asyncdispatch module <asyncdispatch.html>`_ for asynchronous IO
when not compileOption("threads"):
{.error: "Threadpool requires --threads:on option.".}
import cpuinfo, cpuload, locks, os
when defined(nimPreviewSlimSystem):
import std/[assertions, typedthreads, sysatomics]
{.push stackTrace:off.}
type
Semaphore = object
c: Cond
L: Lock
counter: int
proc initSemaphore(cv: var Semaphore) =
initCond(cv.c)
initLock(cv.L)
proc destroySemaphore(cv: var Semaphore) {.inline.} =
deinitCond(cv.c)
deinitLock(cv.L)
proc blockUntil(cv: var Semaphore) =
acquire(cv.L)
while cv.counter <= 0:
wait(cv.c, cv.L)
dec cv.counter
release(cv.L)
proc signal(cv: var Semaphore) =
acquire(cv.L)
inc cv.counter
release(cv.L)
signal(cv.c)
const CacheLineSize = 64 # true for most archs
type
Barrier {.compilerproc.} = object
entered: int
cv: Semaphore # Semaphore takes 3 words at least
left {.align(CacheLineSize).}: int
interest {.align(CacheLineSize).} : bool # whether the master is interested in the "all done" event
proc barrierEnter(b: ptr Barrier) {.compilerproc, inline.} =
# due to the signaling between threads, it is ensured we are the only
# one with access to 'entered' so we don't need 'atomicInc' here:
inc b.entered
# also we need no 'fence' instructions here as soon 'nimArgsPassingDone'
# will be called which already will perform a fence for us.
proc barrierLeave(b: ptr Barrier) {.compilerproc, inline.} =
atomicInc b.left
when not defined(x86): fence()
# We may not have seen the final value of b.entered yet,
# so we need to check for >= instead of ==.
if b.interest and b.left >= b.entered: signal(b.cv)
proc openBarrier(b: ptr Barrier) {.compilerproc, inline.} =
b.entered = 0
b.left = 0
b.interest = false
proc closeBarrier(b: ptr Barrier) {.compilerproc.} =
fence()
if b.left != b.entered:
b.cv.initSemaphore()
fence()
b.interest = true
fence()
while b.left != b.entered: blockUntil(b.cv)
destroySemaphore(b.cv)
{.pop.}
# ----------------------------------------------------------------------------
type
AwaitInfo = object
cv: Semaphore
idx: int
FlowVarBase* = ref FlowVarBaseObj ## Untyped base class for `FlowVar[T] <#FlowVar>`_.
FlowVarBaseObj {.acyclic.} = object of RootObj
ready, usesSemaphore, awaited: bool
cv: Semaphore # for 'blockUntilAny' support
ai: ptr AwaitInfo
idx: int
data: pointer # we incRef and unref it to keep it alive; note this MUST NOT
# be RootRef here otherwise the wrong GC keeps track of it!
owner: pointer # ptr Worker
FlowVarObj[T] {.acyclic.} = object of FlowVarBaseObj
blob: T
FlowVar*[T] {.compilerproc.} = ref FlowVarObj[T] ## A data flow variable.
ToFreeQueue = object
len: int
lock: Lock
empty: Semaphore
data: array[128, pointer]
WorkerProc = proc (thread, args: pointer) {.nimcall, gcsafe.}
Worker = object
taskArrived: Semaphore
taskStarted: Semaphore #\
# task data:
f: WorkerProc
data: pointer
ready: bool # put it here for correct alignment!
initialized: bool # whether it has even been initialized
shutdown: bool # the pool requests to shut down this worker thread
q: ToFreeQueue
readyForTask: Semaphore
const threadpoolWaitMs {.intdefine.}: int = 100
proc blockUntil*(fv: var FlowVarBaseObj) =
## Waits until the value for `fv` arrives.
##
## Usually it is not necessary to call this explicitly.
if fv.usesSemaphore and not fv.awaited:
fv.awaited = true
blockUntil(fv.cv)
destroySemaphore(fv.cv)
proc selectWorker(w: ptr Worker; fn: WorkerProc; data: pointer): bool =
if cas(addr w.ready, true, false):
w.data = data
w.f = fn
signal(w.taskArrived)
blockUntil(w.taskStarted)
result = true
proc cleanFlowVars(w: ptr Worker) =
let q = addr(w.q)
acquire(q.lock)
for i in 0 ..< q.len:
GC_unref(cast[RootRef](q.data[i]))
#echo "GC_unref"
q.len = 0
release(q.lock)
proc wakeupWorkerToProcessQueue(w: ptr Worker) =
# we have to ensure it's us who wakes up the owning thread.
# This is quite horrible code, but it runs so rarely that it doesn't matter:
while not cas(addr w.ready, true, false):
cpuRelax()
discard
w.data = nil
w.f = proc (w, a: pointer) {.nimcall.} =
let w = cast[ptr Worker](w)
cleanFlowVars(w)
signal(w.q.empty)
signal(w.taskArrived)
proc attach(fv: FlowVarBase; i: int): bool =
acquire(fv.cv.L)
if fv.cv.counter <= 0:
fv.idx = i
result = true
else:
result = false
release(fv.cv.L)
proc finished(fv: var FlowVarBaseObj) =
doAssert fv.ai.isNil, "flowVar is still attached to an 'blockUntilAny'"
# we have to protect against the rare cases where the owner of the flowVar
# simply disregards the flowVar and yet the "flowVar" has not yet written
# anything to it:
blockUntil(fv)
if fv.data.isNil: return
let owner = cast[ptr Worker](fv.owner)
let q = addr(owner.q)
acquire(q.lock)
while not (q.len < q.data.len):
#echo "EXHAUSTED!"
release(q.lock)
wakeupWorkerToProcessQueue(owner)
blockUntil(q.empty)
acquire(q.lock)
q.data[q.len] = cast[pointer](fv.data)
inc q.len
release(q.lock)
fv.data = nil
# the worker thread waits for "data" to be set to nil before shutting down
owner.data = nil
proc `=destroy`[T](fv: var FlowVarObj[T]) =
finished(fv)
`=destroy`(fv.blob)
proc nimCreateFlowVar[T](): FlowVar[T] {.compilerproc.} =
new(result)
proc nimFlowVarCreateSemaphore(fv: FlowVarBase) {.compilerproc.} =
fv.cv.initSemaphore()
fv.usesSemaphore = true
proc nimFlowVarSignal(fv: FlowVarBase) {.compilerproc.} =
if fv.ai != nil:
acquire(fv.ai.cv.L)
fv.ai.idx = fv.idx
inc fv.ai.cv.counter
release(fv.ai.cv.L)
signal(fv.ai.cv.c)
if fv.usesSemaphore:
signal(fv.cv)
proc awaitAndThen*[T](fv: FlowVar[T]; action: proc (x: T) {.closure.}) =
## Blocks until `fv` is available and then passes its value
## to `action`.
##
## Note that due to Nim's parameter passing semantics, this
## means that `T` doesn't need to be copied, so `awaitAndThen` can
## sometimes be more efficient than the `^ proc <#^,FlowVar[T]>`_.
blockUntil(fv[])
when defined(nimV2):
action(fv.blob)
elif T is string or T is seq:
action(cast[T](fv.data))
elif T is ref:
{.error: "'awaitAndThen' not available for FlowVar[ref]".}
else:
action(fv.blob)
finished(fv[])
proc unsafeRead*[T](fv: FlowVar[ref T]): ptr T =
## Blocks until the value is available and then returns this value.
blockUntil(fv[])
when defined(nimV2):
result = cast[ptr T](fv.blob)
else:
result = cast[ptr T](fv.data)
finished(fv[])
proc `^`*[T](fv: FlowVar[T]): T =
## Blocks until the value is available and then returns this value.
blockUntil(fv[])
when not defined(nimV2) and (T is string or T is seq or T is ref):
deepCopy result, cast[T](fv.data)
else:
result = fv.blob
finished(fv[])
proc blockUntilAny*(flowVars: openArray[FlowVarBase]): int =
## Awaits any of the given `flowVars`. Returns the index of one `flowVar`
## for which a value arrived.
##
## A `flowVar` only supports one call to `blockUntilAny` at the same time.
## That means if you `blockUntilAny([a,b])` and `blockUntilAny([b,c])`
## the second call will only block until `c`. If there is no `flowVar` left
## to be able to wait on, -1 is returned.
##
## **Note:** This results in non-deterministic behaviour and should be avoided.
var ai: AwaitInfo
ai.cv.initSemaphore()
var conflicts = 0
result = -1
for i in 0 .. flowVars.high:
if cas(addr flowVars[i].ai, nil, addr ai):
if not attach(flowVars[i], i):
result = i
break
else:
inc conflicts
if conflicts < flowVars.len:
if result < 0:
blockUntil(ai.cv)
result = ai.idx
for i in 0 .. flowVars.high:
discard cas(addr flowVars[i].ai, addr ai, nil)
destroySemaphore(ai.cv)
proc isReady*(fv: FlowVarBase): bool =
## Determines whether the specified `FlowVarBase`'s value is available.
##
## If `true`, awaiting `fv` will not block.
if fv.usesSemaphore and not fv.awaited:
acquire(fv.cv.L)
result = fv.cv.counter > 0
release(fv.cv.L)
else:
result = true
proc nimArgsPassingDone(p: pointer) {.compilerproc.} =
let w = cast[ptr Worker](p)
signal(w.taskStarted)
const
MaxThreadPoolSize* {.intdefine.} = 256 ## Maximum size of the thread pool. 256 threads
## should be good enough for anybody ;-)
MaxDistinguishedThread* {.intdefine.} = 32 ## Maximum number of "distinguished" threads.
type
ThreadId* = range[0..MaxDistinguishedThread-1] ## A thread identifier.
var
currentPoolSize: int
maxPoolSize = MaxThreadPoolSize
minPoolSize = 4
gSomeReady: Semaphore
readyWorker: ptr Worker
# A workaround for recursion deadlock issue
# https://github.com/nim-lang/Nim/issues/4597
var
numSlavesLock: Lock
numSlavesRunning {.guard: numSlavesLock.}: int
numSlavesWaiting {.guard: numSlavesLock.}: int
isSlave {.threadvar.}: bool
numSlavesLock.initLock
gSomeReady.initSemaphore()
proc slave(w: ptr Worker) {.thread.} =
isSlave = true
while true:
if w.shutdown:
w.shutdown = false
atomicDec currentPoolSize
while true:
if w.data != nil:
sleep(threadpoolWaitMs)
else:
# The flowvar finalizer ("finished()") set w.data to nil, so we can
# safely terminate the thread.
#
# TODO: look for scenarios in which the flowvar is never finalized, so
# a shut down thread gets stuck in this loop until the main thread exits.
break
break
when declared(atomicStoreN):
atomicStoreN(addr(w.ready), true, ATOMIC_SEQ_CST)
else:
w.ready = true
readyWorker = w
signal(gSomeReady)
blockUntil(w.taskArrived)
# XXX Somebody needs to look into this (why does this assertion fail
# in Visual Studio?)
when not defined(vcc) and not defined(tcc): assert(not w.ready)
withLock numSlavesLock:
inc numSlavesRunning
w.f(w, w.data)
withLock numSlavesLock:
dec numSlavesRunning
if w.q.len != 0: w.cleanFlowVars
proc distinguishedSlave(w: ptr Worker) {.thread.} =
while true:
when declared(atomicStoreN):
atomicStoreN(addr(w.ready), true, ATOMIC_SEQ_CST)
else:
w.ready = true
signal(w.readyForTask)
blockUntil(w.taskArrived)
assert(not w.ready)
w.f(w, w.data)
if w.q.len != 0: w.cleanFlowVars
var
workers: array[MaxThreadPoolSize, Thread[ptr Worker]]
workersData: array[MaxThreadPoolSize, Worker]
distinguished: array[MaxDistinguishedThread, Thread[ptr Worker]]
distinguishedData: array[MaxDistinguishedThread, Worker]
when defined(nimPinToCpu):
var gCpus: Natural
proc setMinPoolSize*(size: range[1..MaxThreadPoolSize]) =
## Sets the minimum thread pool size. The default value of this is 4.
minPoolSize = size
proc setMaxPoolSize*(size: range[1..MaxThreadPoolSize]) =
## Sets the maximum thread pool size. The default value of this
## is `MaxThreadPoolSize <#MaxThreadPoolSize>`_.
maxPoolSize = size
if currentPoolSize > maxPoolSize:
for i in maxPoolSize..currentPoolSize-1:
let w = addr(workersData[i])
w.shutdown = true
when defined(nimRecursiveSpawn):
var localThreadId {.threadvar.}: int
proc activateWorkerThread(i: int) {.noinline.} =
workersData[i].taskArrived.initSemaphore()
workersData[i].taskStarted.initSemaphore()
workersData[i].initialized = true
workersData[i].q.empty.initSemaphore()
initLock(workersData[i].q.lock)
createThread(workers[i], slave, addr(workersData[i]))
when defined(nimRecursiveSpawn):
localThreadId = i+1
when defined(nimPinToCpu):
if gCpus > 0: pinToCpu(workers[i], i mod gCpus)
proc activateDistinguishedThread(i: int) {.noinline.} =
distinguishedData[i].taskArrived.initSemaphore()
distinguishedData[i].taskStarted.initSemaphore()
distinguishedData[i].initialized = true
distinguishedData[i].q.empty.initSemaphore()
initLock(distinguishedData[i].q.lock)
distinguishedData[i].readyForTask.initSemaphore()
createThread(distinguished[i], distinguishedSlave, addr(distinguishedData[i]))
proc setup() =
let p = countProcessors()
when defined(nimPinToCpu):
gCpus = p
currentPoolSize = min(p, MaxThreadPoolSize)
readyWorker = addr(workersData[0])
for i in 0..<currentPoolSize: activateWorkerThread(i)
proc preferSpawn*(): bool =
## Use this proc to determine quickly if a `spawn` or a direct call is
## preferable.
##
## If it returns `true`, a `spawn` may make sense. In general
## it is not necessary to call this directly; use the `spawnX template
## <#spawnX.t>`_ instead.
result = gSomeReady.counter > 0
proc spawn*(call: sink typed) {.magic: "Spawn".} =
## Always spawns a new task, so that the `call` is never executed on
## the calling thread.
##
## `call` has to be a proc call `p(...)` where `p` is gcsafe and has a
## return type that is either `void` or compatible with `FlowVar[T]`.
discard "It uses `nimSpawn3` internally"
proc pinnedSpawn*(id: ThreadId; call: sink typed) {.magic: "Spawn".} =
## Always spawns a new task on the worker thread with `id`, so that
## the `call` is **always** executed on the thread.
##
## `call` has to be a proc call `p(...)` where `p` is gcsafe and has a
## return type that is either `void` or compatible with `FlowVar[T]`.
discard "It uses `nimSpawn4` internally"
template spawnX*(call) =
## Spawns a new task if a CPU core is ready, otherwise executes the
## call in the calling thread.
##
## Usually, it is advised to use the `spawn proc <#spawn,sinktyped>`_
## in order to not block the producer for an unknown amount of time.
##
## `call` has to be a proc call `p(...)` where `p` is gcsafe and has a
## return type that is either 'void' or compatible with `FlowVar[T]`.
(if preferSpawn(): spawn call else: call)
proc parallel*(body: untyped) {.magic: "Parallel".}
## A parallel section can be used to execute a block in parallel.
##
## `body` has to be in a DSL that is a particular subset of the language.
##
## Please refer to `the manual <manual_experimental.html#parallel-amp-spawn>`_
## for further information.
var
state: ThreadPoolState
stateLock: Lock
initLock stateLock
proc nimSpawn3(fn: WorkerProc; data: pointer) {.compilerproc.} =
# implementation of 'spawn' that is used by the code generator.
while true:
if selectWorker(readyWorker, fn, data): return
for i in 0..<currentPoolSize:
if selectWorker(addr(workersData[i]), fn, data): return
# determine what to do, but keep in mind this is expensive too:
# state.calls < maxPoolSize: warmup phase
# (state.calls and 127) == 0: periodic check
if state.calls < maxPoolSize or (state.calls and 127) == 0:
# ensure the call to 'advice' is atomic:
if tryAcquire(stateLock):
if currentPoolSize < minPoolSize:
if not workersData[currentPoolSize].initialized:
activateWorkerThread(currentPoolSize)
let w = addr(workersData[currentPoolSize])
atomicInc currentPoolSize
if selectWorker(w, fn, data):
release(stateLock)
return
case advice(state)
of doNothing: discard
of doCreateThread:
if currentPoolSize < maxPoolSize:
if not workersData[currentPoolSize].initialized:
activateWorkerThread(currentPoolSize)
let w = addr(workersData[currentPoolSize])
atomicInc currentPoolSize
if selectWorker(w, fn, data):
release(stateLock)
return
# else we didn't succeed but some other thread, so do nothing.
of doShutdownThread:
if currentPoolSize > minPoolSize:
let w = addr(workersData[currentPoolSize-1])
w.shutdown = true
# we don't free anything here. Too dangerous.
release(stateLock)
# else the acquire failed, but this means some
# other thread succeeded, so we don't need to do anything here.
when defined(nimRecursiveSpawn):
if localThreadId > 0:
# we are a worker thread, so instead of waiting for something which
# might as well never happen (see tparallel_quicksort), we run the task
# on the current thread instead.
var self = addr(workersData[localThreadId-1])
fn(self, data)
blockUntil(self.taskStarted)
return
if isSlave:
# Run under lock until `numSlavesWaiting` increment to avoid a
# race (otherwise two last threads might start waiting together)
withLock numSlavesLock:
if numSlavesRunning <= numSlavesWaiting + 1:
# All the other slaves are waiting
# If we wait now, we-re deadlocked until
# an external spawn happens !
if currentPoolSize < maxPoolSize:
if not workersData[currentPoolSize].initialized:
activateWorkerThread(currentPoolSize)
let w = addr(workersData[currentPoolSize])
atomicInc currentPoolSize
if selectWorker(w, fn, data):
return
else:
# There is no place in the pool. We're deadlocked.
# echo "Deadlock!"
discard
inc numSlavesWaiting
blockUntil(gSomeReady)
if isSlave:
withLock numSlavesLock:
dec numSlavesWaiting
var
distinguishedLock: Lock
initLock distinguishedLock
proc nimSpawn4(fn: WorkerProc; data: pointer; id: ThreadId) {.compilerproc.} =
acquire(distinguishedLock)
if not distinguishedData[id].initialized:
activateDistinguishedThread(id)
release(distinguishedLock)
while true:
if selectWorker(addr(distinguishedData[id]), fn, data): break
blockUntil(distinguishedData[id].readyForTask)
proc sync*() =
## A simple barrier to wait for all `spawn`ed tasks.
##
## If you need more elaborate waiting, you have to use an explicit barrier.
while true:
var allReady = true
for i in 0 ..< currentPoolSize:
if not allReady: break
allReady = allReady and workersData[i].ready
if allReady: break
sleep(threadpoolWaitMs)
# We cannot "blockUntil(gSomeReady)" because workers may be shut down between
# the time we establish that some are not "ready" and the time we wait for a
# "signal(gSomeReady)" from inside "slave()" that can never come.
setup()
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