参考透明度是什么意思?我曾听人描述它为“这意味着你可以用等号替换等号”,但这似乎是一个不充分的解释。


当前回答

参考透明度是计算机科学中使用的一个术语。它起源于数学逻辑,但在计算机科学中具有广泛的应用和有效的含义。

它的意思是:可以被其结果替换而不改变其含义的结构(如函数)。

在通常使用中,它与纯表达式相似,但并不完全等效。纯表达式完全由其他纯表达式组成。引用透明表达式可能在内部是不纯的,例如在其计算过程中使用可变状态,但在表达式整体之外没有副作用。

所有纯函数,根据它们的构造,都是指涉透明的,但不一定相反。

许多语言特性都支持不纯引用透明性,比如Haskell中的ST单表,c++中的构造变量和某些lambdas。

有时引用透明性是强制的,而其他时候程序员必须自己保证它。

其他回答

引用透明函数的作用类似于数学函数;给定相同的输入,它总是会产生相同的输出。它意味着传入的状态没有被修改,并且函数本身没有状态。

对于那些需要简明解释的人,我将冒险给出一个解释(但请阅读下面的披露)。

编程语言中的引用透明性促进了等式推理——您拥有的引用透明性越多,就越容易进行等式推理。例如,使用(伪)函数定义,

F x = x + x,

在这个定义的范围内,您可以(安全地)将f(foo)替换为foo + foo,而不会对在哪里执行此简化有太多限制,这很好地说明了您的编程语言具有多大的引用透明性。

例如,在C编程的意义上,如果foo是x++,那么你就不能安全地执行这个约简(也就是说,如果你要执行这个约简,你最终得到的程序将与你开始时的程序不同)。

在实际的编程语言中,你不会看到完美的引用透明性,但函数式程序员比大多数人更关心它(参考Haskell,它是一个核心目标)。

(完全披露:我是一个函数式程序员,所以从上面的答案你应该对这个解释持保留态度。)

一个表达式是引用透明的,如果它可以用它的值替换,而不改变算法,产生的算法在相同的输入上具有相同的效果和输出。

[这是我3月25日的回答的后记,旨在使讨论更接近函数式/命令式编程的关注点。]

函数式程序员关于引用透明性的想法似乎在三个方面不同于标准的概念:

Whereas the philosophers/logicians use terms like "reference", "denotation", "designatum" and "bedeutung" (Frege's German term), functional programmers use the term "value". (This is not entirely their doing. I notice that Landin, Strachey and their descendants also used the term "value" to talk about reference/denotation. It may be just a terminological simplification that Landin and Strachey introduced, but it seems to make a big difference when used in a naive way.) Functional programmers seem to believe that these "values" exist within the programming language, not outside. In doing this, they differ from both the philosophers and the programming language semanticists. They seem to believe that these "values" are supposed to be obtained by evaluation.

例如,维基百科关于参考透明度的文章今天早上说:

如果一个表达式可以用它的值替换而不改变程序的行为(换句话说,在相同的输入上产生相同的效果和输出的程序),那么这个表达式就是引用透明的。

This is completely at variance with what the philosophers/logicians say. They say that a context is referential or referentially transparent if an expression in that context can be replaced by another expression that refers to the same thing (a coreferential expression). Who are these philosophers/logicians? They include Frege, Russell, Whitehead, Carnap, Quine, Church and countless others. Each one of them is a towering figure. The combined intellectual power of these logicians is earth-shattering to say the least. All of them are unanimous in the position that referents/denotations exist outside the formal language and expressions within the language can only talk about them. So, all that one can do within the language is to replace one expression by another expression that refers to the same entity. The referents/denotations themselves do not exist within the language. Why do the functional programmers deviate from this well-established tradition?

有人可能会认为编程语言语义学家可能误导了他们。但是,他们没有。

Landin:

(a)每个表达式有一个 嵌套子表达式结构,(b)每个子表达式 表示某物(通常是数字、真值或 数值函数),(c)表达式表示的东西, 也就是说,它的“值”只取决于它的子元素的值 表达式,而不是它们的其他属性。(添加重点)

Stoy:

关于表达式,唯一重要的是它的值,任何子表达式都可以 用其他同等价值的东西代替[强调]。此外,在一定范围内,表达式的值无论何时出现都是相同的。”

伯德和瓦德勒:

表达式的值仅取决于其组成部分的值 表达式(如果有)和这些子表达式可以被其他表达式自由替换 具有相同的价值[强调]。

So, in retrospect, the efforts of Landin and Strachey to simplify the terminology by replacing "reference"/"denotation" with "value" might have been injudicious. As soon as one hears of a "value", there is a temptation to think of an evaluation process that leads to it. It is equally tempting to think of whatever the evaluation produces as the "value", even though it might be quite clear that that is not the denotation. That is what I gather to have happened to the concept of "referential transparency" in the eyes of functional programmers. But the "value" that was being spoken of by the early semanticists is not the result of an evaluation or the output of a function or any such thing. It is the denotation of the term.

一旦我们将一个表达式(经典哲学家话语中的“引用”或“外延”)的所谓“价值”理解为一个复杂的数学/概念对象,各种可能性就会打开。

Strachey interpreted variables in imperative programming languages as L-values, as mentioned in my March 25 answer, which is a sophisticated conceptual object that does not have a direct representation within the syntax of a programming language. He also interpreted commands in such languages as state-to-state functions, another instance of a complex mathematical object that is not a "value" within the syntax. Even a side-effecting function call in C has a well-defined "value" as a state transformer that maps states to pairs of states and values (the so-called "monad" in functional programmers' terminology).

The reluctance of functional programmers to call such languages "referentially transparent" merely implies that they are reluctant to admit such complex mathematical/conceptual objects as "values". On the other hand, they seem perfectly willing to call a state transformer a "value" when it is put in their own favourite syntax and dressed up with a buzz word like "monad". I have to say that they are being entirely inconsistent, even if we grant it to them that their idea of "referential transparency" has some coherence.

A bit of history might throw some light on how these confusions came into being. The period between 1962 to 1967 was a very intensive one for Christopher Strachey. Between 1962-65, he took a part-time job as a research assistant with Maurice Wilkes to design and implement the programming language that came to be known as CPL. This was an imperative programming language but was meant to have powerful functional programming language capabilities as well. Landin, who was an employee of Strachey in his consultancy company, had a huge influence on Strachey's view of programming languages. In the landmark 1965 paper "Next 700 programming languages", Landin unabashedly promotes functional programming languages (calling them denotative languages) and describes imperative programming languages as their "antithesis". In the ensuing discussion, we find Strachey raising doubts on Landin's strong position.

... DLs形式 所有语言的子集。他们是一个有趣的子集,但只有一个 除非你习惯了,否则使用起来很不方便。我们需要 因为目前我们还不知道如何构造 使用包含命令和跳转的语言进行证明。(添加重点)

In 1965, Strachey took the position of a Reader at Oxford and seems to have worked essentially full-time on developing a theory of imperatives and jumps. By 1967, he was ready with a theory, which he taught in his course on "Fundamental concepts in programming languages" in a Copenhagen summer school. The lecture notes were supposed to have been published but "unfortunately, because of dilatory editing, the proceedings never materialized; like much of Strachey’s work at Oxford, however, the paper had an influential private circulation." (Martin Campbell-Kelly)

由于人们依赖二手资料和道听途说,很难获得斯特雷奇的作品可能会导致混淆的传播。但是,既然“基本概念”在网上很容易找到,就没有必要依靠猜测了。我们应该读一读,然后对斯特雷奇的意思作出自己的判断。特别是:

In section 3.2, he deals with "expressions" where he talks about "R-value referential transparency". His section 3.3 deals with "commands" where he talks about "L-value referential transparency". In section 3.4.5, he talks about "functions and routines" and declares that "any departure of R-value referential transparency in a R-value context should either be eliminated by decomposing the expression into several commands and simpler expressions, or, if this turns out to be difficult, the subject of a comment."

如果不理解l值、r值和其他填充命令式程序员概念宇宙的复杂对象之间的区别,任何关于“引用透明性”的讨论从根本上都是错误的。

引用透明性是函数式编程中常用的术语,它意味着给定一个函数和一个输入值,您将始终收到相同的输出。也就是说,函数中没有使用外部状态。

下面是一个引用透明函数的例子:

int plusOne(int x)
{
  return x+1;
}

对于引用透明函数,给定一个输入和一个函数,您可以用一个值替换它,而不是调用函数。所以我们不用参数5来调用+ one,我们可以用6来代替它。

另一个很好的例子是一般的数学。在数学中,给定一个函数和一个输入值,它总是映射到相同的输出值。F (x) = x + 1。因此,数学中的函数是指透明的。

这个概念对研究人员来说很重要,因为它意味着当您拥有一个引用透明的函数时,它有助于实现简单的自动并行化和缓存。

引用透明性总是用在像Haskell这样的函数式语言中。

--

与之相反的是参照不透明的概念。这句话的意思正好相反。调用该函数可能并不总是产生相同的输出。

//global G
int G = 10;

int plusG(int x)
{//G can be modified externally returning different values.
  return x + G;
}

另一个例子是面向对象编程语言中的成员函数。成员函数通常对其成员变量进行操作,因此是引用不透明的。成员函数当然可以是引用透明的。

还有一个例子是从文本文件中读取并打印输出的函数。这个外部文本文件可以随时更改,因此该函数将是引用不透明的。