1.什么是內(nèi)存逃逸

在一段程序中，每一個(gè)函數(shù)都會(huì)有自己的內(nèi)存區(qū)域分配自己的局部變量，返回值，這些內(nèi)存會(huì)由編譯器在棧中進(jìn)行分配，每一個(gè)函數(shù)會(huì)分配一個(gè)棧幀，在函數(shù)運(yùn)行結(jié)束后銷毀，但是有些變量我們想在函數(shù)運(yùn)行結(jié)束后仍然使用，就需要把這個(gè)變量分配在堆上，這種從“棧”上逃逸到“堆”上的現(xiàn)象叫做內(nèi)存逃逸

2.什么是逃逸分析

雖然Go語(yǔ)言引入的Gc，GC機(jī)制會(huì)對(duì)堆上的對(duì)象進(jìn)行管理，當(dāng)某個(gè)對(duì)象不可達(dá)(沒(méi)有其他對(duì)象引用他)，他將會(huì)被回收。雖然GC可以降低工作人員負(fù)擔(dān)，但是GC也會(huì)給程序帶來(lái)性能損耗，當(dāng)堆內(nèi)存上有大量的堆內(nèi)存對(duì)象，就會(huì)給GC很大的壓力，雖然Go語(yǔ)言使用的是標(biāo)記清除算法，并且在此基礎(chǔ)上使用了三色標(biāo)記法和寫屏障技術(shù)，但是我們?cè)诙焉戏峙浯罅績(jī)?nèi)存，仍然會(huì)對(duì)GC造成很大壓力，Go引入了逃逸分析，就是想減少堆內(nèi)存的分配，可以在棧分配的內(nèi)存盡量分配在棧上

3.小結(jié)

逃逸分析就是在程序編譯階段根據(jù)代碼中的數(shù)據(jù)流，對(duì)代碼中哪些變量需要在棧上分配，哪些需要在對(duì)象分配的靜態(tài)分析方法，堆和棧相比，堆適合分配不可預(yù)知大小的內(nèi)存，但是付出代價(jià)是分配速度慢，容易產(chǎn)生碎片，棧分配十分快，棧分配只需要兩個(gè)指令“Push”和"Release"分配和釋放，而且堆分配需要先找一塊適合大小的內(nèi)存塊分配，需要垃圾回收釋放，所以逃逸分析可以更好的做內(nèi)存分配

Go語(yǔ)言的逃逸分析

src/cmd/compile/internal/gc/escape.go

• pointers to stack objects cannot be stored in the heap: 指向棧對(duì)象的指針不能存儲(chǔ)在堆中
• pointers to a stack object cannot outlive that object:指向棧對(duì)象的指針不能超過(guò)該對(duì)象的存活期，指針不能在棧對(duì)象銷毀之后依然存活（例子：聲明的函數(shù)返回并銷毀了對(duì)象的棧幀，或者它在循環(huán)迭代中被重復(fù)用于邏輯上不同的變量）

既然逃逸分析是在編譯階段進(jìn)行的，那我們就可以通過(guò)go build -gcflga '-m -m l'查看逃逸分析結(jié)果

4.逃逸分析案例

1.函數(shù)返回局部指針變量

func Add(x,y int) *int {
 res := 0
 res = x + y
 return &res
}
func main()  {
 Add(1,2)
}

.\pointer.go:4:2: res escapes to heap:
.\pointer.go:4:2:   flow: ~r2 = &res:
.\pointer.go:4:2:     from &res (address-of) at .\pointer.go:6:9
.\pointer.go:4:2:     from return &res (return) at .\pointer.go:6:2
.\pointer.go:4:2: moved to heap: res

函數(shù)返回局部變量是一個(gè)指針變量，函數(shù)Add執(zhí)行結(jié)束，對(duì)應(yīng)棧幀就會(huì)銷毀，但是引用返回到函數(shù)外部，如果我們外部解析地址，就會(huì)導(dǎo)致程序訪問(wèn)非法內(nèi)存，所以經(jīng)過(guò)編輯器分析過(guò)后將其在堆上分配

2.interface類型逃逸

1.interface產(chǎn)生逃逸

func main()  {
   str := "荔枝"
   fmt.Println(str)
}

E:\GoStudy\src\HighBase\Escape>go build -gcflags="-m -m -l" ./pointer.go
# command-line-arguments
.\pointer.go:20:13: str escapes to heap:
.\pointer.go:20:13:   flow: {storage for ... argument} = &{storage for str}:
.\pointer.go:20:13:     from str (spill) at .\pointer.go:20:13
.\pointer.go:20:13:     from ... argument (slice-literal-element) at .\pointer.go:20:13
.\pointer.go:20:13:   flow: {heap} = {storage for ... argument}:
.\pointer.go:20:13:     from ... argument (spill) at .\pointer.go:20:13
.\pointer.go:20:13:     from fmt.Println(... argument...) (call parameter) at .\pointer.go:20:13
.\pointer.go:20:13: ... argument does not escape
.\pointer.go:20:13: str escapes to heap

str是main的一個(gè)局部變量，傳給 fmt.Printl()之后逃逸，因?yàn)閒mt.Println()的入?yún)⑹莍nterface{}類型,如果參數(shù)為interface{}，那么編譯期間就很難確定參數(shù)類型

2.指向棧對(duì)象的指針不能在堆中

我們把代碼改成這樣

func main()  {
   str := "蘇珊"
   fmt.Println(&str)
}

# command-line-arguments
.\pointer.go:19:2: str escapes to heap:
.\pointer.go:19:2:   flow: {storage for ... argument} = &str:
.\pointer.go:19:2:     from &str (address-of) at .\pointer.go:20:14
.\pointer.go:19:2:     from &str (interface-converted) at .\pointer.go:20:14
.\pointer.go:19:2:     from ... argument (slice-literal-element) at .\pointer.go:20:13
.\pointer.go:19:2:   flow: {heap} = {storage for ... argument}:
.\pointer.go:19:2:     from ... argument (spill) at .\pointer.go:20:13
.\pointer.go:19:2:     from fmt.Println(... argument...) (call parameter) at .\pointer.go:20:13
.\pointer.go:19:2: moved to heap: str
.\pointer.go:20:13: ... argument does not escape

這次str也逃逸到堆上面了，在堆上面進(jìn)行分配，因?yàn)槿雲(yún)⑹莍nterface，變量str的地址被以實(shí)參的方式傳入fmt.Println被裝箱到一個(gè)interface｛｝

裝箱的形參變量要在堆上分配，但是還需要存儲(chǔ)一個(gè)棧上的地址,這和之前說(shuō)的第一條不符，所以str也會(huì)分配到堆上

3.閉包產(chǎn)生逃逸

func Increase() func() int {
?n := 0
?return func() int {
? n++
? return n
?}
}

func main() {
?in := Increase()
?fmt.Println(in()) // 1
}

E:\GoStudy\src\HighBase\Escape>go build -gcflags "-m -m -l" ./pointer.go
# command-line-arguments
.\pointer.go:27:2: Increase capturing by ref: n (addr=false assign=true width=8)
.\pointer.go:28:9: func literal escapes to heap:
.\pointer.go:28:9:   flow: ~r0 = &{storage for func literal}:
.\pointer.go:28:9:     from func literal (spill) at .\pointer.go:28:9
.\pointer.go:28:9:     from return func literal (return) at .\pointer.go:28:2
.\pointer.go:27:2: n escapes to heap:
.\pointer.go:27:2:   flow: {storage for func literal} = &n:
.\pointer.go:27:2:     from n (captured by a closure) at .\pointer.go:29:3
.\pointer.go:27:2:     from n (reference) at .\pointer.go:29:3
.\pointer.go:27:2: moved to heap: n
.\pointer.go:28:9: func literal escapes to heap
.\pointer.go:36:16: in() escapes to heap:
.\pointer.go:36:16:   flow: {storage for ... argument} = &{storage for in()}:
.\pointer.go:36:16:     from in() (spill) at .\pointer.go:36:16
.\pointer.go:36:16:     from ... argument (slice-literal-element) at .\pointer.go:36:13
.\pointer.go:36:16:   flow: {heap} = {storage for ... argument}:
.\pointer.go:36:16:     from ... argument (spill) at .\pointer.go:36:13
.\pointer.go:36:16:     from fmt.Println(... argument...) (call parameter) at .\pointer.go:36:13
.\pointer.go:36:13: ... argument does not escape
.\pointer.go:36:16: in() escapes to heap

因?yàn)楹瘮?shù)是指針類型，所以匿名函數(shù)當(dāng)做返回值產(chǎn)生逃逸，匿名函數(shù)使用外部變量n,這個(gè)n會(huì)一直存在知道in被銷毀

4. 變量大小不確定及?？臻g不足引發(fā)逃逸

import (
?? ?"math/rand"
)

func LessThan8192() ?{
?? ?nums := make([]int, 100) // = 64KB
?? ?for i := 0; i < len(nums); i++ {
?? ??? ?nums[i] = rand.Int()
?? ?}
}


func MoreThan8192(){
?? ?nums := make([]int, 1000000) // = 64KB
?? ?for i := 0; i < len(nums); i++ {
?? ??? ?nums[i] = rand.Int()
?? ?}
}


func NonConstant() {
?? ?number := 10
?? ?s := make([]int, number)
?? ?for i := 0; i < len(s); i++ {
?? ??? ?s[i] = i
?? ?}
}

func main() {
?? ?NonConstant()
?? ?MoreThan8192()
?? ?LessThan8192()
}

# command-line-arguments
.\pointer.go:43:14: make([]int, 100) does not escape
.\pointer.go:51:14: make([]int, 1000000) escapes to heap:
.\pointer.go:51:14:   flow: {heap} = &{storage for make([]int, 1000000)}:
.\pointer.go:51:14:     from make([]int, 1000000) (too large for stack) at .\pointer.go:51:14
.\pointer.go:51:14: make([]int, 1000000) escapes to heap
.\pointer.go:60:11: make([]int, number) escapes to heap:
.\pointer.go:60:11:   flow: {heap} = &{storage for make([]int, number)}:
.\pointer.go:60:11:     from make([]int, number) (non-constant size) at .\pointer.go:60:11
.\pointer.go:60:11: make([]int, number) escapes to heap

?？臻g足夠不會(huì)發(fā)生逃逸，但是變量過(guò)大，已經(jīng)超過(guò)?？臻g，會(huì)逃逸到堆上

5.總結(jié)

• 逃逸分析在編譯階段確定哪些變量可以分配在棧中，哪些變量分配在堆上
• 逃逸分析減輕了GC壓力，提高程序的運(yùn)行速度
• 棧上內(nèi)存使用完畢不需要GC處理，堆上內(nèi)存使用完畢會(huì)交給GC處理
• 函數(shù)傳參時(shí)對(duì)于需要修改原對(duì)象值，或占用內(nèi)存比較大的結(jié)構(gòu)體，選擇傳指針。對(duì)于只讀的占用內(nèi)存較小的結(jié)構(gòu)體，直接傳值能夠獲得更好的性能
• 根據(jù)代碼具體分析，盡量減少逃逸代碼，減輕GC壓力，提高性能

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