【Go源码分析】Go scheduler 源码分析

做者：孙伟

一、进程/线程/协程基本概念

• 一个进程能够有多个线程，通常状况下固定2MB内存块来作栈，用来保存当前被调用/挂起的函数内部的变量，CPU在执行调度的时候切换的是线程，若是下一个线程也是当前进程的，就只有线程切换，“很快”就能完成；若是下一个线程不是当前的进程，就须要切换进程，这就得费点时间了。
• 线程分为内核态线程和用户态线程，用户态线程须要绑定内核态线程，CPU并不能感知用户态线程的存在，它只知道它在运行1个线程，这个线程实际是内核态线程。
• 用户态线程实际有个名字叫协程（co-routine），为了容易区分，咱们使用协程指用户态线程，使用线程指内核态线程。
• 协程跟线程是有区别的，线程由CPU调度是抢占式的，协程由用户态调度是协做式的，一个协程让出CPU后，才执行下一个协程。

协程和线程绑定关系有如下3种：

• N:1，N个协程绑定1个线程，优势就是协程在用户态线程即完成切换，不会陷入到内核态，这种切换很是的轻量快速。但也有很大的缺点，1个进程的全部协程都绑定在1个线程上，一是某个程序用不了硬件的多核加速能力，二是一旦某协程阻塞，形成线程阻塞，本进程的其余协程都没法执行了，根本就没有并发的能力了。
• 1:1，1个协程绑定1个线程，这种最容易实现。协程的调度都由CPU完成了，不存在N:1缺点，但有一个缺点是协程的建立、删除和切换的代价都由CPU完成，有点略显昂贵了。
• M:N，M个协程绑定N个线程，是N:1和1:1类型的结合，克服了以上2种模型的缺点，但实现起来最为复杂。

二、Golang简介

2.1 Goroutine 概念

由于线程切换须要很大的上下文，这种切换消耗了大量CPU时间，因此Go的并行单元并非传统意义上的线程，而是采用更轻量的协程（goroutine）来处理，大大提升了并行度，所以Go被称为“最并行的语言”。

2.2与其余并发模型的对比

• Python等解释性语言采用的是多进程并发模型，进程的上下文是最大的，因此切换耗费巨大，同时因为多进程通讯只能用socket通信，或者专门设置共享内存，给编程带来了极大的困扰与不便；
• C++等语言一般会采用多线程并发模型，相比进程，线程的上下文要小不少，并且多个线程之间原本就是共享内存的，因此编程相比要轻松不少。可是线程的启动和销毁，切换依然要耗费大量CPU时间；因而出现了线程池技术，将线程先储存起来，保持必定的数量，来避免频繁开启/关闭线程的时间消耗，可是这种初级的技术存在一些问题，好比有线程一直被IO阻塞，这样的话这个线程一直占据着坑位，致使后面的任务排不到队，拿不到线程来执行；
• Go的并发较为复杂，Go采用了更轻量的数据结构来代替线程，这种数据结构相比线程更轻量，他有本身的栈，切换起来更快。然而真正执行并发的仍是线程，Go经过调度器将goroutine调度到线程中执行，并适时地释放和建立新的线程，而且当一个正在运行的goroutine进入阻塞（常见场景就是等待IO）时，将其脱离占用的线程，将其余准备好运行的goroutine放在该线程上执行。经过较为复杂的调度手段，使得整个系统得到极高的并行度同时又不耗费大量的CPU资源。

2.3 Goroutine的特色

• 非阻塞。Goroutine的引入是为了方便高并发程序的编写。一个Goroutine在进行阻塞操做（好比系统调用）时，会把当前线程中的其余Goroutine移交到其余线程中继续执行，从而避免了整个程序的阻塞。
• 调度器。虽然Golang引入了垃圾回收（gc），在执行gc时就要求Goroutine是中止的，但Go经过本身实现调度器，也能够方便的实现该功能。 经过多个Goroutine来实现并发程序，既有异步IO的优点，又具备多线程、多进程编写程序的便利性。
• 本身维护堆栈。固然引入Goroutine，也意味着引入了极大的复杂性。一个Goroutine既要包含要执行的代码，又要包含用于执行该代码的栈、PC（PC值=当前程序执行位置+8）和SP指针。堆栈指针须要保证各类模式下程序完成性。

既然每一个Goroutine都有本身的栈，那么在建立Goroutine时，就要同时建立对应的栈。Goroutine在执行时，栈空间会不停增加。栈一般是连续增加的，因为每一个进程中的各个线程共享虚拟内存空间，当有多个线程时，就须要为每一个线程分配不一样起始地址的栈。这就须要在分配栈以前先预估每一个线程栈的大小。若是线程数量很是多，就很容易栈溢出。

为了解决这个问题，就有了Split Stacks 技术：建立栈时，只分配一块比较小的内存，若是进行某次函数调用致使栈空间不足时，就会在其余地方分配一块新的栈空间。新的空间不须要和老的栈空间连续。函数调用的参数会拷贝到新的栈空间中，接下来的函数执行都在新栈空间中进行。Golang的栈管理方式与此相似，可是为了更高的效率，使用了连续栈（ Golang连续栈） 实现方式也是先分配一块固定大小的栈，在栈空间不足时，分配一块更大的栈，并把旧的栈所有拷贝到新栈中。这样避免了Split Stacks方法可能致使的频繁内存分配和释放。

Goroutine的执行是能够被抢占的。若是一个Goroutine一直占用CPU，长时间没有被调度过，就会被runtime抢占掉，把CPU时间交给其余Goroutine。 这个能够经过 debug/goroutine 阻塞实现。

2.4 结构体

• M：指go中的工做者线程，是真正执行代码的单元；
• P：是一种调度goroutine的上下文，goroutine依赖于P进行调度，P是真正的并行单元；
• G：即goroutine，是go语言中的一段代码（以一个函数的形式展示），最小的并行单元；

P必须绑定在M上才能运行，M必须绑定了P才能运行，而通常状况下，最多有MAXPROCS（一般等于CPU数量）个P，可是可能有不少个M，真正运行的只有绑定了M的P，因此P是真正的并行单元。

每一个P有一个本身的runnableG队列，能够从里面拿出一个G来运行，同时也有一个全局的runnable G队列，G经过P依附在M上面执行。不单独使用全局的runnable G队列的缘由是，分布式的队列有利于减少临界区大小，想想多个线程同时请求可用的G的时候，若是只有全局的资源，那么这个全局的锁会致使多少线程一直在等待。

可是若是一个正在执行的G进入了阻塞，典型的例子就是等待IO，那么他和它所在的M会在那边等待，而上下文P会传递到其余可用的M上面，这样这个阻塞就不会影响程序的并行度。

G结构体

type g struct {
   // Stack parameters.
   // stack describes the actual stack memory: [stack.lo, stack.hi).
   // stackguard0 is the stack pointer compared in the Go stack growth prologue.
   // It is stack.lo+StackGuard normally, but can be StackPreempt to trigger a preemption.
   // stackguard1 is the stack pointer compared in the C stack growth prologue.
   // It is stack.lo+StackGuard on g0 and gsignal stacks.
   // It is ~0 on other goroutine stacks, to trigger a call to morestackc (and crash).
   stack       stack   // offset known to runtime/cgo //描述了真实的栈内存,包括上下界、
   stackguard0 uintptr // offset known to liblink
   stackguard1 uintptr // offset known to liblink
 
   _panic         *_panic // innermost panic - offset known to liblink
   _defer         *_defer // innermost defer
   m              *m      // current m; offset known to arm liblink  //当前的M
   sched          gobuf    //goroutine切换时,用于保存g的上下文
   syscallsp      uintptr        // if status==Gsyscall, syscallsp = sched.sp to use during gc
   syscallpc      uintptr        // if status==Gsyscall, syscallpc = sched.pc to use during gc
   stktopsp       uintptr        // expected sp at top of stack, to check in traceback
   param          unsafe.Pointer // passed parameter on wakeup 用于传递参数,睡眠时 其余goroutine能够设置param,唤醒时该goroutine能够获取
   atomicstatus   uint32
   stackLock      uint32 // sigprof/scang lock; TODO: fold in to atomicstatus
   goid           int64   //goroutine 的ID
   waitsince      int64  // approx time when the g become blocked  g被阻塞的 大概时间
   waitreason     string // if status==Gwaiting
   schedlink      guintptr
   preempt        bool     // preemption signal, duplicates stackguard0 = stackpreempt
   paniconfault   bool     // panic (instead of crash) on unexpected fault address
   preemptscan    bool     // preempted g does scan for gc
   gcscandone     bool     // g has scanned stack; protected by _Gscan bit in status
   gcscanvalid    bool     // false at start of gc cycle, true if G has not run since last scan; TODO: remove?
   throwsplit     bool     // must not split stack
   raceignore     int8     // ignore race detection events
   sysblocktraced bool     // StartTrace has emitted EvGoInSyscall about this goroutine
   sysexitticks   int64    // cputicks when syscall has returned (for tracing)
   traceseq       uint64   // trace event sequencer
   tracelastp     puintptr // last P emitted an event for this goroutine
   lockedm        muintptr    //G被锁定只能在这个M运行
   sig            uint32
   writebuf       []byte
   sigcode0       uintptr
   sigcode1       uintptr
   sigpc          uintptr
   gopc           uintptr // pc of go statement that created this goroutine
   startpc        uintptr // pc of goroutine function
   racectx        uintptr
   waiting        *sudog         // sudog structures this g is waiting on (that have a valid elem ptr); in lock order
   cgoCtxt        []uintptr      // cgo traceback context
   labels         unsafe.Pointer // profiler labels
   timer          *timer         // cached timer for time.Sleep
   selectDone     uint32         // are we participating in a select and did someone win the race?
 
   // Per-G GC state
 
   // gcAssistBytes is this G's GC assist credit in terms of
   // bytes allocated. If this is positive, then the G has credit
   // to allocate gcAssistBytes bytes without assisting. If this
   // is negative, then the G must correct this by performing
   // scan work. We track this in bytes to make it fast to update
   // and check for debt in the malloc hot path. The assist ratio
   // determines how this corresponds to scan work debt.
   gcAssistBytes int64
}

Gobuf结构体

type gobuf struct {
    sp   uintptr
    pc   uintptr
    g    guintptr
    ctxt unsafe.Pointer
    ret  sys.Uintreg
    lr   uintptr
    bp   uintptr // for GOEXPERIMENT=framepointer
}

其中最主要的固然是sched了，保存了goroutine的上下文。goroutine切换的时候不一样于线程有OS来负责这部分数据，而是由一个gobuf对象来保存，这样可以更加轻量级，再来看看gobuf的结构

M结构体

type m struct {
    g0      *g     // 带有调度栈的goroutine
    gsignal       *g         // 处理信号的goroutine
    tls           [6]uintptr // thread-local storage
    mstartfn      func()
    curg          *g       // 当前运行的goroutine
    caughtsig     guintptr
    p             puintptr // 关联p和执行的go代码
    nextp         puintptr
    id            int32
    mallocing     int32 // 状态
    spinning      bool // m是否out of work
    blocked       bool // m是否被阻塞
    inwb          bool // m是否在执行写屏蔽
    printlock     int8
    incgo         bool // m在执行cgo吗
    fastrand      uint32
    ncgocall      uint64      // cgo调用的总数
    ncgo          int32       // 当前cgo调用的数目
    park          note
    alllink       *m // 用于连接allm
    schedlink     muintptr
    mcache        *mcache // 当前m的内存缓存
    lockedg       *g // 锁定g在当前m上执行，而不会切换到其余m
    createstack   [32]uintptr // thread建立的栈
}

结构体M中有两个G是须要关注一下的:

• 一个是curg，表明结构体M当前绑定的结构体G。
• 另外一个是g0，是带有调度栈的goroutine，这是一个比较特殊的goroutine。普通的goroutine的栈是在堆上分配的可增加的栈，而g0的栈是M对应的线程的栈。全部调度相关的代码，会先切换到该goroutine的栈中再执行。也就是说线程的栈也是用的g实现，而不是使用的OS的。

P结构体

type p struct {
    lock mutex
    id          int32
    status      uint32 // 状态，能够为pidle/prunning/...
    link        puintptr
    schedtick   uint32     // 每调度一次加1
    syscalltick uint32     // 每一次系统调用加1
    sysmontick  sysmontick
    m           muintptr   // 回链到关联的m
    mcache      *mcache
    racectx     uintptr
    goidcache    uint64 // goroutine的ID的缓存
    goidcacheend uint64
    // 可运行的goroutine的队列
    runqhead uint32
    runqtail uint32
    runq     [256]guintptr
    runnext guintptr // 下一个运行的g
    sudogcache []*sudog
    sudogbuf   [128]*sudog
    palloc persistentAlloc // per-P to avoid mutex
    pad [sys.CacheLineSize]byte
}

其中P的状态有Pidle, Prunning, Psyscall, Pgcstop, Pdead；在其内部队列runqhead里面有可运行的goroutine，P优先从内部获取执行的g，这样可以提升效率。

Schedt结构体

type schedt struct {
   goidgen  uint64
    lastpoll uint64
    lock mutex
    midle        muintptr // idle状态的m
    nmidle       int32    // idle状态的m个数
    nmidlelocked int32    // lockde状态的m个数
    mcount       int32    // 建立的m的总数
    maxmcount    int32    // m容许的最大个数
    ngsys uint32 // 系统中goroutine的数目，会自动更新
    pidle      puintptr // idle的p
    npidle     uint32
    nmspinning uint32
    // 全局的可运行的g队列
    runqhead guintptr
    runqtail guintptr
    runqsize int32
    // dead的G的全局缓存
    gflock       mutex
    gfreeStack   *g
    gfreeNoStack *g
    ngfree       int32
    // sudog的缓存中心
    sudoglock  mutex
    sudogcache *sudog
}

大多数须要的信息都已放在告终构体M、G和P中，schedt结构体只是一个壳。能够看到，其中有M的idle队列，P的idle队列，以及一个全局的就绪的G队列。schedt结构体中的Lock是很是必须的，若是M或P等作一些非局部的操做，它们通常须要先锁住调度器。

2.5具体函数

goroutine调度器的代码在/src/runtime/proc.go中，一些比较关键的函数分析以下。

2.5.1 schedule函数

schedule函数在runtime须要进行调度时执行，为当前的P寻找一个能够运行的G并执行它，寻找顺序以下：

• 1） 调用runqget函数来从P本身的runnable G队列中获得一个能够执行的G；
• 2） 若是1）失败，则调用findrunnable函数去寻找一个能够执行的G；
• 3） 若是2）也没有获得能够执行的G，那么结束调度，从上次的现场继续执行。
• 4） 注意）//偶尔会先检查一次全局可运行队列，以确保公平性。不然，两个goroutine能够彻底占用本地runqueue。 经过 schedtick计数 %61来保证

代码以下：

// One round of scheduler: find a runnable goroutine and execute it.
// Never returns.
func schedule() {
   _g_ := getg()
 
   if _g_.m.locks != 0 {
      throw("schedule: holding locks")
   }
 
   if _g_.m.lockedg != 0 {
      stoplockedm()
      execute(_g_.m.lockedg.ptr(), false) // Never returns.
   }
 
   // We should not schedule away from a g that is executing a cgo call,
   // since the cgo call is using the m's g0 stack.
   if _g_.m.incgo {
      throw("schedule: in cgo")
   }
 
top:
   if sched.gcwaiting != 0 {
      gcstopm()
      goto top
   }
   if _g_.m.p.ptr().runSafePointFn != 0 {
      runSafePointFn()
   }
 
   var gp *g
   var inheritTime bool
   if trace.enabled || trace.shutdown {
      gp = traceReader()
      if gp != nil {
         casgstatus(gp, _Gwaiting, _Grunnable)
         traceGoUnpark(gp, 0)
      }
   }
   if gp == nil && gcBlackenEnabled != 0 {
      gp = gcController.findRunnableGCWorker(_g_.m.p.ptr())
   }
   if gp == nil {
      // Check the global runnable queue once in a while to ensure fairness.
      // Otherwise two goroutines can completely occupy the local runqueue
      // by constantly respawning each other.
      if _g_.m.p.ptr().schedtick%61 == 0 && sched.runqsize > 0 {
         lock(&sched.lock)
         gp = globrunqget(_g_.m.p.ptr(), 1)
         unlock(&sched.lock)
      }
   }
   if gp == nil {
      gp, inheritTime = runqget(_g_.m.p.ptr())
      if gp != nil && _g_.m.spinning {
         throw("schedule: spinning with local work")
      }
   }
   if gp == nil {
      gp, inheritTime = findrunnable() // blocks until work is available
   }
 
   // This thread is going to run a goroutine and is not spinning anymore,
   // so if it was marked as spinning we need to reset it now and potentially
   // start a new spinning M.
   if _g_.m.spinning {
      resetspinning()
   }
 
   if gp.lockedm != 0 {
      // Hands off own p to the locked m,
      // then blocks waiting for a new p.
      startlockedm(gp)
      goto top
   }
 
   execute(gp, inheritTime)
}

2.5.2 findrunnable函数

findrunnable函数负责给一个P寻找能够执行的G，它的寻找顺序以下：

• 1） 调用runqget函数来从P本身的runnable G队列中获得一个能够执行的G；
• 2） 若是1）失败，调用globrunqget函数从全局runnableG队列中获得一个能够执行的G；
• 3） 若是2）失败，调用netpoll（非阻塞）函数取一个异步回调的G
• 4） 若是3）失败，尝试从其余P那里偷取一半数量的G过来；
• 5） 若是4）失败，再次调用globrunqget函数从全局runnableG队列中获得一个能够执行的G；
• 6） 若是5）失败，调用netpoll（阻塞）函数取一个异步回调的G；
• 7） 若是6）仍然没有取到G，那么调用stopm函数中止这个M。

代码以下：

// Finds a runnable goroutine to execute.
// Tries to steal from other P's, get g from global queue, poll network.
func findrunnable() (gp *g, inheritTime bool) {
   _g_ := getg()
 
   // The conditions here and in handoffp must agree: if
   // findrunnable would return a G to run, handoffp must start
   // an M.
 
top:
   _p_ := _g_.m.p.ptr()
   if sched.gcwaiting != 0 {
      gcstopm()
      goto top
   }
   if _p_.runSafePointFn != 0 {
      runSafePointFn()
   }
   if fingwait && fingwake {
      if gp := wakefing(); gp != nil {
         ready(gp, 0, true)
      }
   }
   if *cgo_yield != nil {
      asmcgocall(*cgo_yield, nil)
   }
 
   // local runq
   if gp, inheritTime := runqget(_p_); gp != nil {
      return gp, inheritTime
   }
 
   // global runq
   if sched.runqsize != 0 {
      lock(&sched.lock)
      gp := globrunqget(_p_, 0)
      unlock(&sched.lock)
      if gp != nil {
         return gp, false
      }
   }
 
   // Poll network.
   // This netpoll is only an optimization before we resort to stealing.
   // We can safely skip it if there are no waiters or a thread is blocked
   // in netpoll already. If there is any kind of logical race with that
   // blocked thread (e.g. it has already returned from netpoll, but does
   // not set lastpoll yet), this thread will do blocking netpoll below
   // anyway.
   if netpollinited() && atomic.Load(&netpollWaiters) > 0 && atomic.Load64(&sched.lastpoll) != 0 {
      if gp := netpoll(false); gp != nil { // non-blocking
         // netpoll returns list of goroutines linked by schedlink.
         injectglist(gp.schedlink.ptr())
         casgstatus(gp, _Gwaiting, _Grunnable)
         if trace.enabled {
            traceGoUnpark(gp, 0)
         }
         return gp, false
      }
   }
 
   // Steal work from other P's.
   procs := uint32(gomaxprocs)
   if atomic.Load(&sched.npidle) == procs-1 {
      // Either GOMAXPROCS=1 or everybody, except for us, is idle already.
      // New work can appear from returning syscall/cgocall, network or timers.
      // Neither of that submits to local run queues, so no point in stealing.
      goto stop
   }
   // If number of spinning M's >= number of busy P's, block.
   // This is necessary to prevent excessive CPU consumption
   // when GOMAXPROCS>>1 but the program parallelism is low.
   if !_g_.m.spinning && 2*atomic.Load(&sched.nmspinning) >= procs-atomic.Load(&sched.npidle) {
      goto stop
   }
   if !_g_.m.spinning {
      _g_.m.spinning = true
      atomic.Xadd(&sched.nmspinning, 1)
   }
   for i := 0; i < 4; i++ {
      for enum := stealOrder.start(fastrand()); !enum.done(); enum.next() {
         if sched.gcwaiting != 0 {
            goto top
         }
         stealRunNextG := i > 2 // first look for ready queues with more than 1 g
         if gp := runqsteal(_p_, allp[enum.position()], stealRunNextG); gp != nil {
            return gp, false
         }
      }
   }
 
stop:
 
   // We have nothing to do. If we're in the GC mark phase, can
   // safely scan and blacken objects, and have work to do, run
   // idle-time marking rather than give up the P.
   if gcBlackenEnabled != 0 && _p_.gcBgMarkWorker != 0 && gcMarkWorkAvailable(_p_) {
      _p_.gcMarkWorkerMode = gcMarkWorkerIdleMode
      gp := _p_.gcBgMarkWorker.ptr()
      casgstatus(gp, _Gwaiting, _Grunnable)
      if trace.enabled {
         traceGoUnpark(gp, 0)
      }
      return gp, false
   }
 
   // Before we drop our P, make a snapshot of the allp slice,
   // which can change underfoot once we no longer block
   // safe-points. We don't need to snapshot the contents because
   // everything up to cap(allp) is immutable.
   allpSnapshot := allp
 
   // return P and block
   lock(&sched.lock)
   if sched.gcwaiting != 0 || _p_.runSafePointFn != 0 {
      unlock(&sched.lock)
      goto top
   }
   if sched.runqsize != 0 {
      gp := globrunqget(_p_, 0)
      unlock(&sched.lock)
      return gp, false
   }
   if releasep() != _p_ {
      throw("findrunnable: wrong p")
   }
   pidleput(_p_)
   unlock(&sched.lock)
 
   // Delicate dance: thread transitions from spinning to non-spinning state,
   // potentially concurrently with submission of new goroutines. We must
   // drop nmspinning first and then check all per-P queues again (with
   // #StoreLoad memory barrier in between). If we do it the other way around,
   // another thread can submit a goroutine after we've checked all run queues
   // but before we drop nmspinning; as the result nobody will unpark a thread
   // to run the goroutine.
   // If we discover new work below, we need to restore m.spinning as a signal
   // for resetspinning to unpark a new worker thread (because there can be more
   // than one starving goroutine). However, if after discovering new work
   // we also observe no idle Ps, it is OK to just park the current thread:
   // the system is fully loaded so no spinning threads are required.
   // Also see "Worker thread parking/unparking" comment at the top of the file.
   wasSpinning := _g_.m.spinning
   if _g_.m.spinning {
      _g_.m.spinning = false
      if int32(atomic.Xadd(&sched.nmspinning, -1)) < 0 {
         throw("findrunnable: negative nmspinning")
      }
   }
 
   // check all runqueues once again
   for _, _p_ := range allpSnapshot {
      if !runqempty(_p_) {
         lock(&sched.lock)
         _p_ = pidleget()
         unlock(&sched.lock)
         if _p_ != nil {
            acquirep(_p_)
            if wasSpinning {
               _g_.m.spinning = true
               atomic.Xadd(&sched.nmspinning, 1)
            }
            goto top
         }
         break
      }
   }
 
   // Check for idle-priority GC work again.
   if gcBlackenEnabled != 0 && gcMarkWorkAvailable(nil) {
      lock(&sched.lock)
      _p_ = pidleget()
      if _p_ != nil && _p_.gcBgMarkWorker == 0 {
         pidleput(_p_)
         _p_ = nil
      }
      unlock(&sched.lock)
      if _p_ != nil {
         acquirep(_p_)
         if wasSpinning {
            _g_.m.spinning = true
            atomic.Xadd(&sched.nmspinning, 1)
         }
         // Go back to idle GC check.
         goto stop
      }
   }
 
   // poll network
   if netpollinited() && atomic.Load(&netpollWaiters) > 0 && atomic.Xchg64(&sched.lastpoll, 0) != 0 {
      if _g_.m.p != 0 {
         throw("findrunnable: netpoll with p")
      }
      if _g_.m.spinning {
         throw("findrunnable: netpoll with spinning")
      }
      gp := netpoll(true) // block until new work is available
      atomic.Store64(&sched.lastpoll, uint64(nanotime()))
      if gp != nil {
         lock(&sched.lock)
         _p_ = pidleget()
         unlock(&sched.lock)
         if _p_ != nil {
            acquirep(_p_)
            injectglist(gp.schedlink.ptr())
            casgstatus(gp, _Gwaiting, _Grunnable)
            if trace.enabled {
               traceGoUnpark(gp, 0)
            }
            return gp, false
         }
         injectglist(gp)
      }
   }
   stopm()
   goto top
}

2.5.3 newproc函数

newproc函数负责建立一个能够运行的G并将其放在当前的P的runnable G队列中，它是相似”go func() { … }”语句真正被编译器翻译后的调用，核心代码在newproc1函数。这个函数执行顺序以下：

• 1） 得到当前的G所在的 P，而后从free G队列中取出一个G；
• 2） 若是1）取到则对这个G进行参数配置，不然新建一个G；
• 3） 将G加入P的runnable G队列。

代码以下：

// Go1.10.8版本默认stack大小为2KB

_StackMin = 2048
// 建立一个g对象,而后放到g队列
// 等待被执行

// Create a new g running fn with narg bytes of arguments starting
// at argp. callerpc is the address of the go statement that created
// this. The new g is put on the queue of g's waiting to run.
func newproc1(fn *funcval, argp *uint8, narg int32, callerpc uintptr) {
   _g_ := getg()
 
   if fn == nil {
      _g_.m.throwing = -1 // do not dump full stacks
      throw("go of nil func value")
   }
   _g_.m.locks++ // disable preemption because it can be holding p in a local var
   siz := narg
   siz = (siz + 7) &^ 7
 
   // We could allocate a larger initial stack if necessary.
   // Not worth it: this is almost always an error.
   // 4*sizeof(uintreg): extra space added below
   // sizeof(uintreg): caller's LR (arm) or return address (x86, in gostartcall).
   if siz >= _StackMin-4*sys.RegSize-sys.RegSize {
      throw("newproc: function arguments too large for new goroutine")
   }
 
   _p_ := _g_.m.p.ptr()
   newg := gfget(_p_)
   if newg == nil {
      newg = malg(_StackMin)
      casgstatus(newg, _Gidle, _Gdead)
      allgadd(newg) // publishes with a g->status of Gdead so GC scanner doesn't look at uninitialized stack.
   }
   if newg.stack.hi == 0 {
      throw("newproc1: newg missing stack")
   }
 
   if readgstatus(newg) != _Gdead {
      throw("newproc1: new g is not Gdead")
   }
 
   totalSize := 4*sys.RegSize + uintptr(siz) + sys.MinFrameSize // extra space in case of reads slightly beyond frame
   totalSize += -totalSize & (sys.SpAlign - 1)                  // align to spAlign
   sp := newg.stack.hi - totalSize
   spArg := sp
   if usesLR {
      // caller's LR
      *(*uintptr)(unsafe.Pointer(sp)) = 0
      prepGoExitFrame(sp)
      spArg += sys.MinFrameSize
   }
   if narg > 0 {
      memmove(unsafe.Pointer(spArg), unsafe.Pointer(argp), uintptr(narg))
      // This is a stack-to-stack copy. If write barriers
      // are enabled and the source stack is grey (the
      // destination is always black), then perform a
      // barrier copy. We do this *after* the memmove
      // because the destination stack may have garbage on
      // it.
      if writeBarrier.needed && !_g_.m.curg.gcscandone {
         f := findfunc(fn.fn)
         stkmap := (*stackmap)(funcdata(f, _FUNCDATA_ArgsPointerMaps))
         // We're in the prologue, so it's always stack map index 0.
         bv := stackmapdata(stkmap, 0)
         bulkBarrierBitmap(spArg, spArg, uintptr(narg), 0, bv.bytedata)
      }
   }
 
   memclrNoHeapPointers(unsafe.Pointer(&newg.sched), unsafe.Sizeof(newg.sched))
   newg.sched.sp = sp
   newg.stktopsp = sp
   newg.sched.pc = funcPC(goexit) + sys.PCQuantum // +PCQuantum so that previous instruction is in same function
   newg.sched.g = guintptr(unsafe.Pointer(newg))
   gostartcallfn(&newg.sched, fn)
   newg.gopc = callerpc
   newg.startpc = fn.fn
   if _g_.m.curg != nil {
      newg.labels = _g_.m.curg.labels
   }
   if isSystemGoroutine(newg) {
      atomic.Xadd(&sched.ngsys, +1)
   }
   newg.gcscanvalid = false
   casgstatus(newg, _Gdead, _Grunnable)
 
   if _p_.goidcache == _p_.goidcacheend {
      // Sched.goidgen is the last allocated id,
      // this batch must be [sched.goidgen+1, sched.goidgen+GoidCacheBatch].
      // At startup sched.goidgen=0, so main goroutine receives goid=1.
      _p_.goidcache = atomic.Xadd64(&sched.goidgen, _GoidCacheBatch)
      _p_.goidcache -= _GoidCacheBatch - 1
      _p_.goidcacheend = _p_.goidcache + _GoidCacheBatch
   }
   newg.goid = int64(_p_.goidcache)
   _p_.goidcache++
   if raceenabled {
      newg.racectx = racegostart(callerpc)
   }
   if trace.enabled {
      traceGoCreate(newg, newg.startpc)
   }
   runqput(_p_, newg, true)
 
   if atomic.Load(&sched.npidle) != 0 && atomic.Load(&sched.nmspinning) == 0 && mainStarted {
      wakep()
   }
   _g_.m.locks--
   if _g_.m.locks == 0 && _g_.preempt { // restore the preemption request in case we've cleared it in newstack
      _g_.stackguard0 = stackPreempt
   }
}

2.5.4 goexit0函数

goexit函数是当G退出时调用的。这个函数对G进行一些设置后，将它放入free G列表中，供之后复用，以后调用schedule函数调度。

// goexit continuation on g0.
func goexit0(gp *g) {
   _g_ := getg()
 
   //设置g的 status从 _Grunning变为 _Gdead
   casgstatus(gp, _Grunning, _Gdead)
   if isSystemGoroutine(gp) {
      atomic.Xadd(&sched.ngsys, -1)
   }
   //对该g 进行释放设置 基本为nil /0
   gp.m = nil
   locked := gp.lockedm != 0
   gp.lockedm = 0
   _g_.m.lockedg = 0
   gp.paniconfault = false
   gp._defer = nil // should be true already but just in case.
   gp._panic = nil // non-nil for Goexit during panic. points at stack-allocated data.
   gp.writebuf = nil
   gp.waitreason = ""
   gp.param = nil
   gp.labels = nil
   gp.timer = nil
 
   if gcBlackenEnabled != 0 && gp.gcAssistBytes > 0 {
      // Flush assist credit to the global pool. This gives
      // better information to pacing if the application is
      // rapidly creating an exiting goroutines.
      scanCredit := int64(gcController.assistWorkPerByte * float64(gp.gcAssistBytes))
      atomic.Xaddint64(&gcController.bgScanCredit, scanCredit)
      gp.gcAssistBytes = 0
   }
 
   // Note that gp's stack scan is now "valid" because it has no
   // stack.
   gp.gcscanvalid = true
   dropg()
 
   if _g_.m.lockedInt != 0 {
      print("invalid m->lockedInt = ", _g_.m.lockedInt, "\n")
      throw("internal lockOSThread error")
   }
   _g_.m.lockedExt = 0
   //把这个g 推到free G 列表
   gfput(_g_.m.p.ptr(), gp)
   if locked {
      // The goroutine may have locked this thread because
      // it put it in an unusual kernel state. Kill it
      // rather than returning it to the thread pool.
 
      // Return to mstart, which will release the P and exit
      // the thread.
      if GOOS != "plan9" { // See golang.org/issue/22227.
         gogo(&_g_.m.g0.sched)
      }
   }
   schedule()
}

2.5.5 handoffp函数

handoffp函数将P从系统调用或阻塞的M中传递出去，若是P还有runnable G队列，那么新开一个M，调用startm函数，新开的M不空旋。

// Hands off P from syscall or locked M.
// Always runs without a P, so write barriers are not allowed.
//go:nowritebarrierrec
func handoffp(_p_ *p) {
   // handoffp must start an M in any situation where
   // findrunnable would return a G to run on _p_.
 
 
   //若是这个P的队列不为空或调度内的size不为空 那么 进行startm 且不空旋
   if !runqempty(_p_) || sched.runqsize != 0 {
      startm(_p_, false)
      return
   }
   //若是正在进行GC处理  同上
   if gcBlackenEnabled != 0 && gcMarkWorkAvailable(_p_) {
      startm(_p_, false)
      return
   }
   //若是没活可作了，检查下有没有 空闲/自旋的 M
   //不然 不须要咱们作自旋
   if atomic.Load(&sched.nmspinning)+atomic.Load(&sched.npidle) == 0 && atomic.Cas(&sched.nmspinning, 0, 1) { // TODO: fast atomic
      startm(_p_, true)
      return
   }
   //调度上锁  将这个P 摘除走
   lock(&sched.lock)
   if sched.gcwaiting != 0 {
      _p_.status = _Pgcstop
      sched.stopwait--
      if sched.stopwait == 0 {
         notewakeup(&sched.stopnote)
      }
      unlock(&sched.lock)
      return
   }
   if _p_.runSafePointFn != 0 && atomic.Cas(&_p_.runSafePointFn, 1, 0) {
      sched.safePointFn(_p_)
      sched.safePointWait--
      if sched.safePointWait == 0 {
         notewakeup(&sched.safePointNote)
      }
   }
   if sched.runqsize != 0 {
      unlock(&sched.lock)
      startm(_p_, false)
      return
   }
   // If this is the last running P and nobody is polling network,
   // need to wakeup another M to poll network.
   if sched.npidle == uint32(gomaxprocs-1) && atomic.Load64(&sched.lastpoll) != 0 {
      unlock(&sched.lock)
      startm(_p_, false)
      return
   }
   pidleput(_p_)
   unlock(&sched.lock)
}

2.5.6 startm函数

startm函数调度一个M或者必要时建立一个M来运行指定的P。

// Schedules some M to run the p (creates an M if necessary).
// If p==nil, tries to get an idle P, if no idle P's does nothing.
// May run with m.p==nil, so write barriers are not allowed.
// If spinning is set, the caller has incremented nmspinning and startm will
// either decrement nmspinning or set m.spinning in the newly started M.
//go:nowritebarrierrec
func startm(_p_ *p, spinning bool) {
   //加锁
   lock(&sched.lock)
   if _p_ == nil {
       
      _p_ = pidleget()
      if _p_ == nil {
         unlock(&sched.lock)
         if spinning {
            // The caller incremented nmspinning, but there are no idle Ps,
            // so it's okay to just undo the increment and give up.
            if int32(atomic.Xadd(&sched.nmspinning, -1)) < 0 {
               throw("startm: negative nmspinning")
            }
         }
         return
      }
   }
    
   mp := mget()
   unlock(&sched.lock)
   if mp == nil {
      var fn func()
      if spinning {
         // The caller incremented nmspinning, so set m.spinning in the new M.
         fn = mspinning
      }
      newm(fn, _p_)
      return
   }
    
   if mp.spinning {
      throw("startm: m is spinning")
   }
   if mp.nextp != 0 {
      throw("startm: m has p")
   }
   if spinning && !runqempty(_p_) {
      throw("startm: p has runnable gs")
   }
   // The caller incremented nmspinning, so set m.spinning in the new M.
   mp.spinning = spinning
   mp.nextp.set(_p_)
   notewakeup(&mp.park)
}

2.5.7 sysmon函数

sysmon函数是Go runtime启动时建立的，负责监控全部goroutine的状态，判断是否须要GC，进行netpoll等操做。sysmon函数中会调用retake函数进行抢占式调度。

// Always runs without a P, so write barriers are not allowed.
//
//go:nowritebarrierrec
func sysmon() {
   lock(&sched.lock)
   sched.nmsys++
   checkdead()
   unlock(&sched.lock)
 
   // If a heap span goes unused for 5 minutes after a garbage collection,
   // we hand it back to the operating system.
   scavengelimit := int64(5 * 60 * 1e9)
 
   if debug.scavenge > 0 {
      // Scavenge-a-lot for testing.
      forcegcperiod = 10 * 1e6
      scavengelimit = 20 * 1e6
   }
 
   lastscavenge := nanotime()
   nscavenge := 0
 
   lasttrace := int64(0)
   idle := 0 // how many cycles in succession we had not wokeup somebody
   delay := uint32(0)
   for {
      if idle == 0 { // start with 20us sleep...
         delay = 20
      } else if idle > 50 { // start doubling the sleep after 1ms...
         delay *= 2
      }
      if delay > 10*1000 { // up to 10ms
         delay = 10 * 1000
      }
      usleep(delay)
      if debug.schedtrace <= 0 && (sched.gcwaiting != 0 || atomic.Load(&sched.npidle) == uint32(gomaxprocs)) {
         lock(&sched.lock)
         if atomic.Load(&sched.gcwaiting) != 0 || atomic.Load(&sched.npidle) == uint32(gomaxprocs) {
            atomic.Store(&sched.sysmonwait, 1)
            unlock(&sched.lock)
            // Make wake-up period small enough
            // for the sampling to be correct.
            maxsleep := forcegcperiod / 2
            if scavengelimit < forcegcperiod {
               maxsleep = scavengelimit / 2
            }
            shouldRelax := true
            if osRelaxMinNS > 0 {
               next := timeSleepUntil()
               now := nanotime()
               if next-now < osRelaxMinNS {
                  shouldRelax = false
               }
            }
            if shouldRelax {
               osRelax(true)
            }
            notetsleep(&sched.sysmonnote, maxsleep)
            if shouldRelax {
               osRelax(false)
            }
            lock(&sched.lock)
            atomic.Store(&sched.sysmonwait, 0)
            noteclear(&sched.sysmonnote)
            idle = 0
            delay = 20
         }
         unlock(&sched.lock)
      }
      // trigger libc interceptors if needed
      if *cgo_yield != nil {
         asmcgocall(*cgo_yield, nil)
      }
      // poll network if not polled for more than 10ms
      lastpoll := int64(atomic.Load64(&sched.lastpoll))
      now := nanotime()
      if netpollinited() && lastpoll != 0 && lastpoll+10*1000*1000 < now {
         atomic.Cas64(&sched.lastpoll, uint64(lastpoll), uint64(now))
         gp := netpoll(false) // non-blocking - returns list of goroutines
         if gp != nil {
            // Need to decrement number of idle locked M's
            // (pretending that one more is running) before injectglist.
            // Otherwise it can lead to the following situation:
            // injectglist grabs all P's but before it starts M's to run the P's,
            // another M returns from syscall, finishes running its G,
            // observes that there is no work to do and no other running M's
            // and reports deadlock.
            incidlelocked(-1)
            injectglist(gp)
            incidlelocked(1)
         }
      }
      // retake P's blocked in syscalls
      // and preempt long running G's
      if retake(now) != 0 {
         idle = 0
      } else {
         idle++
      }
      // check if we need to force a GC
      if t := (gcTrigger{kind: gcTriggerTime, now: now}); t.test() && atomic.Load(&forcegc.idle) != 0 {
         lock(&forcegc.lock)
         forcegc.idle = 0
         forcegc.g.schedlink = 0
         injectglist(forcegc.g)
         unlock(&forcegc.lock)
      }
      // scavenge heap once in a while
      if lastscavenge+scavengelimit/2 < now {
         mheap_.scavenge(int32(nscavenge), uint64(now), uint64(scavengelimit))
         lastscavenge = now
         nscavenge++
      }
      if debug.schedtrace > 0 && lasttrace+int64(debug.schedtrace)*1000000 <= now {
         lasttrace = now
         schedtrace(debug.scheddetail > 0)
      }
   }
}

2.5.8 retake函数

枚举全部的P 若是P在系统调用中(_Psyscall), 且通过了一次sysmon循环(20us~10ms), 则抢占这个P， 调用handoffp解除M和P之间的关联， 若是P在运行中(_Prunning), 且通过了一次sysmon循环而且G运行时间超过forcePreemptNS(10ms), 则抢占这个P

并设置g.preempt = true，g.stackguard0 = stackPreempt。

为何设置了stackguard就能够实现抢占?
由于这个值用于检查当前栈空间是否足够, go函数的开头会比对这个值判断是否须要扩张栈。
newstack函数判断g.stackguard0等于stackPreempt, 就知道这是抢占触发的, 这时会再检查一遍是否要抢占。
抢占机制保证了不会有一个G长时间的运行致使其余G没法运行的状况发生。

func retake(now int64) uint32 {
   n := 0
   // Prevent allp slice changes. This lock will be completely
   // uncontended unless we're already stopping the world.
   lock(&allpLock)
   // We can't use a range loop over allp because we may
   // temporarily drop the allpLock. Hence, we need to re-fetch
   // allp each time around the loop.
   for i := 0; i < len(allp); i++ {
      _p_ := allp[i]
      if _p_ == nil {
         // This can happen if procresize has grown
         // allp but not yet created new Ps.
         continue
      }
      pd := &_p_.sysmontick
      s := _p_.status
      if s == _Psyscall {
         // Retake P from syscall if it's there for more than 1 sysmon tick (at least 20us).
         t := int64(_p_.syscalltick)
         if int64(pd.syscalltick) != t {
            pd.syscalltick = uint32(t)
            pd.syscallwhen = now
            continue
         }
         // On the one hand we don't want to retake Ps if there is no other work to do,
         // but on the other hand we want to retake them eventually
         // because they can prevent the sysmon thread from deep sleep.
         if runqempty(_p_) && atomic.Load(&sched.nmspinning)+atomic.Load(&sched.npidle) > 0 && pd.syscallwhen+10*1000*1000 > now {
            continue
         }
         // Drop allpLock so we can take sched.lock.
         unlock(&allpLock)
         // Need to decrement number of idle locked M's
         // (pretending that one more is running) before the CAS.
         // Otherwise the M from which we retake can exit the syscall,
         // increment nmidle and report deadlock.
         incidlelocked(-1)
         if atomic.Cas(&_p_.status, s, _Pidle) {
            if trace.enabled {
               traceGoSysBlock(_p_)
               traceProcStop(_p_)
            }
            n++
            _p_.syscalltick++
            handoffp(_p_)
         }
         incidlelocked(1)
         lock(&allpLock)
      } else if s == _Prunning {
         // Preempt G if it's running for too long.
         t := int64(_p_.schedtick)
         if int64(pd.schedtick) != t {
            pd.schedtick = uint32(t)
            pd.schedwhen = now
            continue
         }
         if pd.schedwhen+forcePreemptNS > now {
            continue
         }
         preemptone(_p_)
      }
   }
   unlock(&allpLock)
   return uint32(n)
}

三、调度器总结

3.1 调度器的两大思想

• 复用线程：协程自己就是运行在一组线程之上，不须要频繁的建立、销毁线程，而是对线程的复用。在调度器中复用线程还有2个体现：1）work stealing，当本线程无可运行的G时，尝试从其余线程绑定的P偷取G，而不是销毁线程。2）handoff，当本线程由于G进行系统调用阻塞时，线程释放绑定的P，把P转移给其余空闲的线程执行。
• 利用并行：GOMAXPROCS设置P的数量，当GOMAXPROCS大于1时，就最多有GOMAXPROCS个线程处于运行状态，这些线程可能分布在多个CPU核上同时运行，使得并发利用并行。另外，GOMAXPROCS也限制了并发的程度，好比GOMAXPROCS = 核数/2，则最多利用了一半的CPU核进行并行。

3.2调度器的两小策略：

• 抢占：在coroutine中要等待一个协程主动让出CPU才执行下一个协程，在Go中，一个goroutine最多占用CPU 10ms，防止其余goroutine被饿死，这就是goroutine不一样于coroutine的一个地方。
• 全局G队列：在新的调度器中依然有全局G队列，但功能已经被弱化了，当M执行work stealing从其余P偷不到G时，它能够从全局G队列获取G。

四、参考资料

• Golang代码仓库：https://github.com/golang/go
• 《ScalableGo Schedule》：https://docs.google.com/docum...
• 《GoPreemptive Scheduler》：https://docs.google.com/docum...
• 《Go语言高阶：调度器系列（1）起源》 http://lessisbetter.site/2019...
• 网上文章:
  https://studygolang.com/artic...
  https://studygolang.com/artic...
  https://studygolang.com/artic...
  https://studygolang.com/artic...
  https://studygolang.com/artic... 调度实例分析
  https://www.cnblogs.com/sunsk... 抢占式
  https://blog.csdn.net/u010853... schedule 剖析理解 分析的很到位--建议你们认真阅读几遍-由于图形很形象。