数组和切片是 Go 语言中常见的数据结构,很多刚刚使用 Go 的开发者往往会混淆这两个概念。数组作为最常见的集合在编程语言中是非常重要的,除了数组之外,Go 语言引入了另一个概念 — 切片,切片与数组有一些类似,但是它们的不同导致了使用上的巨大差别。我们在这一节中会从 Go 语言的编译期间运行时来介绍数组的底层实现原理,其中会包括数组的初始化、访问和赋值几种常见操作。
3.1.1 概述
数组是由相同类型元素的集合组成的数据结构,计算机会为数组分配一块连续的内存来保存其中的元素,我们可以利用数组中元素的索引快速访问特定元素,常见的数组大多都是一维的线性数组,而多维数组在数值和图形计算领域却有比较常见的应用1。
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)
图 3-1 多维数组
数组作为一种基本的数据类型,我们通常会从两个维度描述数组,也就是数组中存储的元素类型和数组最大能存储的元素个数,在 Go 语言中我们往往会使用如下所示的方式来表示数组类型:
[10]int
[200]interface{}
Go 语言数组在初始化之后大小就无法改变,存储元素类型相同、但是大小不同的数组类型在 Go 语言看来也是完全不同的,只有两个条件都相同才是同一类型。
func NewArray(elem * Type, bound int64) * Type {
if bound < 0 {
Fatalf("NewArray: invalid bound %v", bound)
}
t: = New(TARRAY)
t.Extra = & Array {
Elem: elem,
Bound: bound
}
t.SetNotInHeap(elem.NotInHeap())
return t
}
编译期间的数组类型是由上述的 cmd/compile/internal/types.NewArray 函数生成的,该类型包含两个字段,分别是元素类型 Elem 和数组的大小 Bound,这两个字段共同构成了数组类型,而当前数组是否应该在堆栈中初始化也在编译期就确定了。
3.1.2 初始化
Go 语言的数组有两种不同的创建方式,一种是显式的指定数组大小,另一种是使用 [...]T 声明数组,Go 语言会在编译期间通过源代码推导数组的大小:
arr1 := [3]int{1, 2, 3}
arr2 := [...]int{1, 2, 3}
上述两种声明方式在运行期间得到的结果是完全相同的,后一种声明方式在编译期间就会被转换成前一种,这也就是编译器对数组大小的推导,下面我们来介绍编译器的推导过程。
上限推导
两种不同的声明方式会导致编译器做出完全不同的处理,如果我们使用第一种方式 [10]T,那么变量的类型在编译进行到类型检查阶段就会被提取出来,随后使用 cmd/compile/internal/types.NewArray创建包含数组大小的 cmd/compile/internal/types.Array 结构体。
当我们使用 [...]T 的方式声明数组时,编译器会在的 cmd/compile/internal/gc.typecheckcomplit 函数中对该数组的大小进行推导:
func typecheckcomplit(n * Node)(res * Node) {
...
if n.Right.Op == OTARRAY && n.Right.Left != nil && n.Right.Left.Op == ODDD {
n.Right.Right = typecheck(n.Right.Right, ctxType)
if n.Right.Right.Type == nil {
n.Type = nil
return n
}
elemType: = n.Right.Right.Type
length: = typecheckarraylit(elemType, -1, n.List.Slice(), "array literal")
n.Op = OARRAYLIT
n.Type = types.NewArray(elemType, length)
n.Right = nil
return n
}
...
switch t.Etype {
case TARRAY:
typecheckarraylit(t.Elem(), t.NumElem(), n.List.Slice(), "array literal")
n.Op = OARRAYLIT
n.Right = nil
}
}
这个删减后的 cmd/compile/internal/gc.typecheckcomplit 会调用 cmd/compile/internal/gc.typecheckarraylit 通过遍历元素的方式来计算数组中元素的数量。
所以我们可以看出 [...]T{1, 2, 3} 和 [3]T{1, 2, 3} 在运行时是完全等价的,[...]T 这种初始化方式也只是 Go 语言为我们提供的一种语法糖,当我们不想计算数组中的元素个数时可以通过这种方法减少一些工作量。
语句转换
对于一个由字面量组成的数组,根据数组元素数量的不同,编译器会在负责初始化字面量的 cmd/compile/internal/gc.anylit 函数中做两种不同的优化:
1.当元素数量小于或者等于 4 个时,会直接将数组中的元素放置在栈上;
2.当元素数量大于 4 个时,会将数组中的元素放置到静态区并在运行时取出;
func anylit(n * Node, var_ * Node, init * Nodes) {
t: = n.Type
switch n.Op {
case OSTRUCTLIT, OARRAYLIT:
if n.List.Len() > 4 {
...
}
fixedlit(inInitFunction, initKindLocalCode, n, var_, init)
...
}
}
当数组的元素小于或者等于四个时,cmd/compile/internal/gc.fixedlit 会负责在函数编译之前将 [3]{1, 2, 3} 转换成更加原始的语句:
func fixedlit(ctxt initContext, kind initKind, n * Node, var_ * Node, init * Nodes) {
var splitnode func( * Node)(a * Node, value * Node)
...
for _, r: = range n.List.Slice() {
a, value: = splitnode(r)
a = nod(OAS, a, value)
a = typecheck(a, ctxStmt)
switch kind {
case initKindStatic:
genAsStatic(a)
case initKindLocalCode:
a = orderStmtInPlace(a, map[string][] * Node {})
a = walkstmt(a)
init.Append(a)
}
}
}
当数组中元素的个数小于或者等于四个并且 cmd/compile/internal/gc.fixedlit 函数接收的 kind 是 initKindLocalCode 时,上述代码会将原有的初始化语句 [3]int{1, 2, 3} 拆分成一个声明变量的表达式和几个赋值表达式,这些表达式会完成对数组的初始化:
var arr[3] int
arr[0] = 1
arr[1] = 2
arr[2] = 3
但是如果当前数组的元素大于四个,cmd/compile/internal/gc.anylit 会先获取一个唯一的 staticname,然后调用 cmd/compile/internal/gc.fixedlit 函数在静态存储区初始化数组中的元素并将临时变量赋值给数组:
func anylit(n * Node, var_ * Node, init * Nodes) {
t: = n.Type
switch n.Op {
case OSTRUCTLIT, OARRAYLIT:
if n.List.Len() > 4 {
vstat: = staticname(t)
vstat.Name.SetReadonly(true)
fixedlit(inNonInitFunction, initKindStatic, n, vstat, init)
a: = nod(OAS, var_, vstat)
a = typecheck(a, ctxStmt)
a = walkexpr(a, init)
init.Append(a)
break
}
...
}
}
假设代码需要初始化 [5]int{1, 2, 3, 4, 5},那么我们可以将上述过程理解成以下的伪代码:
var arr [5]int
statictmp_0[0] = 1
statictmp_0[1] = 2
statictmp_0[2] = 3
statictmp_0[3] = 4
statictmp_0[4] = 5
arr = statictmp_0
总结起来,在不考虑逃逸分析的情况下,如果数组中元素的个数小于或者等于 4 个,那么所有的变量会直接在栈上初始化,如果数组元素大于 4 个,变量就会在静态存储区初始化然后拷贝到栈上,这些转换后的代码才会继续进入中间代码生成和机器码生成两个阶段,最后生成可以执行的二进制文件。
3.1.3 访问和赋值
无论是在栈上还是静态存储区,数组在内存中都是一连串的内存空间,我们通过指向数组开头的指针、元素的数量以及元素类型占的空间大小表示数组。如果我们不知道数组中元素的数量,访问时可能发生越界;而如果不知道数组中元素类型的大小,就没有办法知道应该一次取出多少字节的数据,无论丢失了哪个信息,我们都无法知道这片连续的内存空间到底存储了什么数据:
![](data:image/png;base64,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)
图 3-2 数组的内存空间
数组访问越界是非常严重的错误,Go 语言中可以在编译期间的静态类型检查判断数组越界,cmd/compile/internal/gc.typecheck1 会验证访问数组的索引:
func typecheck1(n * Node, top int)(res * Node) {
switch n.Op {
case OINDEX:
ok |= ctxExpr
l: = n.Left // array
r: = n.Right // index
switch n.Left.Type.Etype {
case TSTRING, TARRAY, TSLICE:
...
if n.Right.Type != nil && !n.Right.Type.IsInteger() {
yyerror("non-integer array index %v", n.Right)
break
}
if !n.Bounded() && Isconst(n.Right, CTINT) {
x: = n.Right.Int64()
if x < 0 {
yyerror("invalid array index %v (index must be non-negative)", n.Right)
} else if n.Left.Type.IsArray() && x >= n.Left.Type.NumElem() {
yyerror("invalid array index %v (out of bounds for %d-element array)", n.Right, n.Left.Type.NumElem())
}
}
}
...
}
}
1.访问数组的索引是非整数时,报错 “non-integer array index %v”;
2.访问数组的索引是负数时,报错 “invalid array index %v (index must be non-negative)";
3.访问数组的索引越界时,报错 “invalid array index %v (out of bounds for %d-element array)";
数组和字符串的一些简单越界错误都会在编译期间发现,例如:直接使用整数或者常量访问数组;但是如果使用变量去访问数组或者字符串时,编译器就无法提前发现错误,我们需要 Go 语言运行时阻止不合法的访问:
arr[4]: invalid array index 4 (out of bounds for 3-element array)
arr[i]: panic: runtime error: index out of range [4] with length 3
Go 语言运行时在发现数组、切片和字符串的越界操作会由运行时的 runtime.panicIndex 和 runtime.goPanicIndex 触发程序的运行时错误并导致崩溃退出:
TEXT runtime· panicIndex(SB), NOSPLIT, $0 - 8
MOVL AX, x + 0(FP)
MOVL CX, y + 4(FP)
JMP runtime· goPanicIndex(SB)
func goPanicIndex(x int, y int) {
panicCheck1(getcallerpc(), "index out of range")
panic(boundsError {
x: int64(x),
signed: true,
y: y,
code: boundsIndex
})
}
当数组的访问操作 OINDEX 成功通过编译器的检查后,会被转换成几个 SSA 指令,假设我们有如下所示的 Go 语言代码,通过如下的方式进行编译会得到 ssa.html 文件:
package check
func outOfRange() int {
arr := [3]int{1, 2, 3}
i := 4
elem := arr[i]
return elem
}
$ GOSSAFUNC=outOfRange go build array.go
dumped SSA to ./ssa.html
start 阶段生成的 SSA 代码就是优化之前的第一版中间代码,下面展示的部分是 elem := arr[i] 对应的中间代码,在这段中间代码中我们发现 Go 语言为数组的访问操作生成了判断数组上限的指令 IsInBounds 以及当条件不满足时触发程序崩溃的 PanicBounds 指令:
b1:
...
v22 (6) = LocalAddr <*[3]int> {arr} v2 v20
v23 (6) = IsInBounds <bool> v21 v11
If v23 → b2 b3 (likely) (6)
b2: ← b1-
v26 (6) = PtrIndex <*int> v22 v21
v27 (6) = Copy <mem> v20
v28 (6) = Load <int> v26 v27 (elem[int])
...
Ret v30 (+7)
b3: ← b1-
v24 (6) = Copy <mem> v20
v25 (6) = PanicBounds <mem> [0] v21 v11 v24
Exit v25 (6)
编译器会将 PanicBounds 指令转换成上面提到的 runtime.panicIndex 函数,当数组下标没有越界时,编译器会先获取数组的内存地址和访问的下标、利用 PtrIndex 计算出目标元素的地址,最后使用 Load 操作将指针中的元素加载到内存中。
当然只有当编译器无法对数组下标是否越界无法做出判断时才会加入 PanicBounds 指令交给运行时进行判断,在使用字面量整数访问数组下标时会生成非常简单的中间代码,当我们将上述代码中的 arr[i] 改成 arr[2] 时,就会得到如下所示的代码:
b1:
...
v21 (5) = LocalAddr <*[3]int> {arr} v2 v20
v22 (5) = PtrIndex <*int> v21 v14
v23 (5) = Load <int> v22 v20 (elem[int])
...
Go 语言对于数组的访问还是有着比较多的检查的,它不仅会在编译期间提前发现一些简单的越界错误并插入用于检测数组上限的函数调用,还会在运行期间通过插入的函数保证不会发生越界。
数组的赋值和更新操作 a[i] = 2 也会生成 SSA 生成期间计算出数组当前元素的内存地址,然后修改当前内存地址的内容,这些赋值语句会被转换成如下所示的 SSA 代码:
b1:
...
v21 (5) = LocalAddr <*[3]int> {arr} v2 v19
v22 (5) = PtrIndex <*int> v21 v13
v23 (5) = Store <mem> {int} v22 v20 v19
...
赋值的过程中会先确定目标数组的地址,再通过 PtrIndex 获取目标元素的地址,最后使用 Store 指令将数据存入地址中,从上面的这些 SSA 代码中我们可以看出 上述数组寻址和赋值都是在编译阶段完成的,没有运行时的参与。
3.1.4 小结
数组是 Go 语言中重要的数据结构,了解它的实现能够帮助我们更好地理解这门语言,通过对其实现的分析,我们知道了对数组的访问和赋值需要同时依赖编译器和运行时,它的大多数操作在编译期间都会转换成直接读写内存,在中间代码生成期间,编译器还会插入运行时方法 runtime.panicIndex 调用防止发生越界错误。