From 67cb8a4385db2d2f1c6063ba735da4364ca03690 Mon Sep 17 00:00:00 2001 From: Danube <584605539@qq.com> Date: Mon, 21 Aug 2023 13:27:40 +0800 Subject: [PATCH] Article: A Brief Discussion on Invariants in Rust (#115) --- ...ief-discussion-on-invariants-in-rust-zh.md | 188 ++++++++++++++++++ ...-brief-discussion-on-invariants-in-rust.md | 188 ++++++++++++++++++ content/issue-4/zine.toml | 10 + static/issue-4/cpp-loop-ub.jpg | Bin 0 -> 267221 bytes zine.toml | 8 +- 5 files changed, 393 insertions(+), 1 deletion(-) create mode 100644 content/issue-4/a-brief-discussion-on-invariants-in-rust-zh.md create mode 100644 content/issue-4/a-brief-discussion-on-invariants-in-rust.md create mode 100644 static/issue-4/cpp-loop-ub.jpg diff --git a/content/issue-4/a-brief-discussion-on-invariants-in-rust-zh.md b/content/issue-4/a-brief-discussion-on-invariants-in-rust-zh.md new file mode 100644 index 0000000..cb9125e --- /dev/null +++ b/content/issue-4/a-brief-discussion-on-invariants-in-rust-zh.md @@ -0,0 +1,188 @@ +每次我们聊到 unsafe 的时候,我们其实总离不了 Invariant 一词。Invariant 直接翻译过来称为“不变式”,在 Rust 的语境下,一般指那些需要保持的性质。比如说 + +- 给定一个`x: bool`,这就有一个 invariant:`x`只会是`true`或者`false`; +- 给定一个`p: Pin>`,这里其中一个 invariant:当`T: !Unpin`时`p`所指向的内存不会移动; +- `unsafe fn read(src: *const T) -> T`,这里其中一个 invariant:`src`指向一个已经完全初始化的值。 + +Rust 中有各种各样的 invariant,大部分由类型检查来保证,而有些需要人为验证来保证。 + +# Invariant 的分类 + +我们可以大致将 Rust 中的 invariant 分为两类,一类是语言层面的 invariant,一类是库层面的 invariant。 + +**语言层面的 invariant 又叫 validity**。语言层面的 invariant 对于编译器来说,编译器用这些 invariant 生成正确的代码,也会用这些 invariant 来进行优化。利用 invariant 进行优化的一个很典型的例子就是 niche optimization,比如将`Option<&T>`的大小优化为一个指针大小,其利用的一个 invariant 是`&T`非空,这时就可以利用空的情况去表示`None`,进而压缩了类型的大小。值得注意的是这里还可以做其他优化,在`T`不包含`UnsafeCell`的情况下,`&T`有一个 invariant 是其指向的值是不可变的,所以我们还可以告诉 LLVM,`&T`这个指针是 readonly 的,然后 LLVM 就可以根据这个信息去进行优化。 + +而一旦违反语言层面的 invariant,后果将是**致命**的,这便是所谓的 UB(Undefined Behavior)。编译器不再保证程序的任何行为(产物甚至还不保证是可执行文件)。比如上文中提到的 invariant,当我们硬是把除了`true`和`false`的值,比如`2`强转为了`bool`,会导致未定义行为;当我们`read`一个未初始化的值时,也是一个未定义行为。[这里](https://doc.rust-lang.org/stable/reference/behavior-considered-undefined.html#behavior-considered-undefined) 是一些已经明确了的 UB,违反语言的 invariant,就会导致这些 UB(但不仅限于这个列表)。这种 invariant 是**必须**要遵守的 + +不过编译器也可能因为失误,违反了这些 invariant,导致依赖该 invariant 的业务逻辑失效,这属于是编译器的 bug。 + +**库/接口层面的 invariant 又称为 safety**。这一般由库的作者所给定。比如指定一个 invariant,`struct Even(u64)`的值必须是偶数,那么使用`Even`这个类型的地方就可以直接引入这个性质去做业务逻辑。 + +对于`Even`的作者,它可以提供这样的接口(假设这个库仅仅提供这几个接口): + +```rust +impl Even { + /// 当n为偶数时返回Some + /// 当n不是偶数时返回None + pub fn new(n: u64) -> Option { + if n % 2 == 0 { + Some(Self(n)) + } else { + None + } + } + + /// n必须是偶数 + pub fn unchecked_new(n: u64) -> Self { + Self(n) + } + + /// 返回值为偶数 + pub fn as_u64(&self) -> &u64 { + &self.0 + } +} +``` + +对于接口`Even::new`,invariant 由`Even`的作者保证;对于`Even::unchecked_new`,invariant 由调用者保证。与语言层面的 invariant 相比,这个 invariant 就“温和”许多——破坏了这个 invariant,并不会*在这个库中*造成 UB(但同样也会造成程序出现预期以外的行为)。 + +`Pin`的 invariant 也是一个十分典型的库层面的 invariant。一般来说这个“不可移动”的 invariant 由`Pin

`的作者来保证,比如`Pin>`提供的所有接口都无法移动其指向的值,而使用者无需担心自己的什么错误使用操作破坏了这一 invariant(前提是在 safe rust 下,由类型系统来保证)。而当我们破坏了`Pin`的 invariant 后,也可能不会立刻 UB,而是在后续的使用中产生 UB(比如自引用结构移动后,仍访问其引用所指向的内存)。 + +Rust 中绝大部分的 invariant 都是库层面的 invariant,比如“str 一定是 utf-8 的编码”,“Send 和 Sync”,以及后续引入的一些 IO-safety 等等,都可以划入这类 invariant 中。 + +# 有类型证明的 Invariant + +人总会是要犯错的,我们不能靠人来确保这些 invariant 不会被破坏,那我们是否有自动化检查 invariant 是否被破坏的方案呢?有,Rust 提供了表达力比较强大的类型系统,靠其类型规则就可以各种各样的 invariant。 + +比如根据类型系统的借用规则,引用的借用范围一定在原值的作用域内,可以保证`&T`一定是有效的: + +```rust +let p: &String; +{ + let s = String::from("123"); + p = &s; +} +// 编译错误,因为`p`借用的范围超出了`s`作用域范围 +println!("{p:?}"); +``` + +每次编译的时候,都会进行类型检查,当代码不满足类型规则时,编译器就将其视为不合法的程序,不允许其编译。通过类型规则来保证程序各种各样的程序中 invariant。我们将有类型系统证明的那一部分 rust 称之为 safe rust。 + +Rust 有个很重要的原则,**在 safe rust 下,一个库所有公开的接口中的 invariant 不会被破坏。**这就是所谓的 soundness。比如说刚刚`Even`其实并不 sound,因为提供了`Even::unchecked_new`这个接口,可以在 type check 的情况下破坏掉 Even 的 invariant。而如果不提供这个接口,这个库就 sound 了,因为在类型系统的加持下,你无法构造出一个非偶数的`Even`,从而保持了 invariant。 + +当然,有些库则是“几乎”严格地遵守了这个原则,比如说标准库。我们在只使用 std 的情况下,我们可以更近一步说,**在 safe rust 下,不会出现 UB**。有类型系统的语言很多,但并不是所有的语言都有这么强的保障,比如说 cpp,稍不注意,写个死循环就 UB 了。 + +![cpp loop ub](/static/issue-4/cpp-loop-ub.jpg) + +另外 Invariant 不仅仅要由程序员来保证,而是所有的参与方都要努力保证的一个事实,谁违反了就是谁的 bug。这个锅谁来背很重要。Rust 的模块系统(指的是 crate),也在这方面也起到了至关重要的作用,**使得我们无法从外部破坏在库内部所保证的 invariant**。 + +这条规则就是所谓的 coherence rules,这条规则**不允许为第三方的类型实现第三方的 trait**。举个例子,一个库实现了一个指针`Ptr`,大概只提供这些方法: + +```rust +impl Deref for Ptr { + type Target = T; + // ... +} + +impl Ptr { + // 因为没有实现`DerefMut`,所以`Pin>`没有任何方法可以移动`T` + pub fn pin(t: T) -> Pin> { ... } + + pub fn new(t: T) -> Ptr { ... } + + // 被`Pin`前可以访问`&mut T` + pub fn borrow_mut(&mut self) -> &mut T { ... } +} +``` + +如果没有 coherence rules 的话,我们可以为`Ptr`实现`DerefMut`,从而破坏`Pin`的 invariant(这个 invariant 原本在库里已经是被保证了的): + +```rust +impl DerefMut for Ptr { + fn deref_mut(&mut self) -> &mut Unmovable { + let mut tmp = Box::new(Unmovale); + // 将Unmovable移动了出来 + swap(self.borrow_mut(), &mut tmp); + Box::leak(tmp) + } +} + +let unmovable = Unmovable::new(); +let mut ptr: Pin> = Ptr::pin(unmovable); +// Pin::as_mut() 调用了 Ptr::deref_mut() 使得unmovable移动了 +// 破坏了`Pin`的invariant,unsoundnesss! +// 我们可以根据这个漏洞来构造出UB。 +ptr.as_mut(); +``` + +事实上,`Pin`曾经也在标准库中发生过同样的问题。。。(`&T`, `&mut T`, `Box`, `Pin

`可以打破 coherence rules,所以能直接构造出来这样的漏洞,~~但后续修复了~~ [并没有](https://github.com/rust-lang/rust/issues/85099)) + +而现在因为 coherence rule 你无法这么做——只要你的 invariant 在本地已经被保证了的,就不能被第三方破坏。所以,在 Rust 中可以严格地划分责任,究竟是谁破坏了 invariant:如果使用者正常使用的情况出了 bug,那么是库作者的 bug,因为正常使用是无法破坏库内部的 invariant 的。 + +(但我很好奇,haskell,swift 这些可以随意为第三方库实现第三方的 typeclass(protocol)的语言是如何保证自己的库不被下游或者其它第三方库所影响的) + +# Invariant 与 unsafe 的关系 + +不过 Rust 的类型系统并不是万能的,有些 invariant 是无法靠类型系统来证明的,其中就包括一些 validity(语言级 invariant),这些 invariant 就需要程序员自己去保证了。其它 invariant 破坏了,可能影响比较小,但 validity 不行,太重要了,一碰就炸,所以 rust 给了一个`unsafe`的关键字来表示 validity 相关的问题。 + +- `unsafe fn`:表示一个接口有一些 invariant,如果调用者不保证就有可能破坏掉一些 validity,从而发生 UB。这些 invariant 则可以当做**公理**直接在接口的实现中使用。 +- `unsafe {}`:则表示确保已经遵守了内部的一些 invariant。rust 会**完全**信任程序员给的承诺。 +- `unsafe trait`/`unsafe impl`类似。 + +于是 rust 被 unsafe 一分为二,safe rust 是有 rust 类型系统证明的一部分(出问题责任在编译器),unsafe rust 则是需要程序员自己证明安全的一部分(出问题责任在程序员)。 + +什么应该接口(`fn`和`trait`)标记为`unsafe`,在 rust 中很克制,并不是所有类型系统无法证明的 invariant 都应该标记。**只有那些和 validity 相关的 invariant,以及 FFI 才应该标记为 unsafe**,而且是能不标就不标。比如说`UnwindSafe`就没有标为 unsafe,因为同在标准库内,没有东西会因为不 unwind 会产生 UB,而使用标准库且不使用任何 unsafe 的情况下,也不会产生 UB,所以就没有标。(但我更愿意将这种无法在 safe 下确切证明的性质,称为 hint,而非 invariant,因为没有人会为其负责;就像一开始定义的`Even`一样) + +FFI 是一个比较特别的情况,它与 validity 不一样,它的正确性不由 rust 的编译器保证,因为 Rust 完全不知道 FFI 另一边的信息。但 FFI 的另一侧可以做任何事情,所以理论上执行 FFI 是永远都不安全的。所以这时候就要求程序员知道 FFI 干了啥, `unsafe { call_ffi() }`的含义则变成,“我已知悉调用 FFI 所带来的后果,并愿意接受其带来的所有影响”。 + +除了什么才应该标`unsafe`以外,我们也要求对`unsafe`的内容进行严格的审查。 + +首先是对接口上的`unsafe`对应的 invariant 的检查。比如说 invariant 是否充分(满足 invariant 就安全了吗)?比如 invariant 间是否矛盾(`x: u64`却要求`x < 0`,这就没法实现)? + +然后是严格检查`unsafe {}`/`unsafe impl`里的条件是否满足。有些东西是不能依赖的,那些没有被证明且没有被标记为 unsafe 的 invariant,比如 + +- 前文的`Even`,声称的为偶数 +- 对于一个未知的`T: UnwindSafe`所“声称”的 unwindsafe +- 对于一个未知的`T: Ord`,所“声称”的全序 + +因为这些都能在 safe 的情况下违反掉这些接口声称的 invariant,但在 safe 的情况下我们不能”追责“。(again,我觉得这种就应该叫 hint)一般来说可以依赖的是: + +- **具体类型**的一些性质。比如说`u64: Ord`满足全序,这一点你是可以确保的。这时候具体类型就相当于一个白盒,你可以知道这个类型的所有性质。 +- 通过 unsafe 声明的 invariant。 + +人是不可靠的。那么我们应该如何检查我们是否违反了 validity 呢?有工具,但不多。目前我们可以通过 MIRI(一个 rust 的解释器,目前可以理解为这是 rust 的标准行为)去运行你的 rust 程序(仅限于纯 rust 代码)。MIRI 只维护 rust 所有正确行为的状态,当你的程序触发 UB 的时候,MIRI 就会报错。但这是有限制的,MIRI 只能告诉你 UB 了,但无法理解你是违反了那一个 invariant 而 UB 了;然后 MIRI 也不可能跑完所有情况;就算跑完所有情况发现没有 UB,也不能证明你提供的接口是 sound 的。(就像测试一样) + +还有一些功能有限的形式化证明工具,比如[flux](https://flux-rs.github.io/flux/index.html),这里就不再展开。 + +unsafe 算是 Rust 中一大特色了。如果没有 unsafe,但又要完全安全,就会有这些情况: + +1. 所有 validity 都可以用类型证明——要求类型系统足够强大(dt 起步,可以证明下标合法),可以表达复杂条件。代价就是类型系统空前复杂,对于使用者心智负担很重,对于实现者也很难证明类型系统的可靠性,另外基本都会碰到 undecidable 的理论天花板。 +2. 所有 validity 都有运行时的动态检查,或者说以运行时的代价消除 UB——这就会在各种地方引入不可避免的开销,性能难以做到极致。甚至限制用户做一些底层的操作(每次都要喷一遍,hs 没法自己通过语言自身提供的语法定义数组,只能靠运行时的开洞或 FFI) + +# 再补充一点点 + +1. rust 的类型系统还没被证明是可靠的,也就是说一些规则可能有矛盾([不一致](https://github.com/rust-lang/rust/issues/25860)),所以现阶段对 invariant 的证明也不一定可靠。 + +2. rust 的标准库也还没被证明是 soundness 的,也就是说有些接口的 invariant 有可能会被破坏。 + +3. rust 的绝大数第三方库没有验证是否 soundness,尤其是内部用到 unsafe 的库。 + +4. rust 的编译器也有可能破坏 invariant,进行错误的优化,让我们在 safe rust 下构造出[段错误](https://play.rust-lang.org/?version=stable&mode=release&edition=2021&gist=2179a4f4567edd276818c7869aac7e60)。 + +5. 运行 rust 程序的平台也有可能破坏 invariant,比如说`proc/self/mem`可以破坏内存独占的 invariant,修改内存。但从实践意义来说,rust 接受这种 cornercase。 + +以后可能 1 和 2 会得到解决,但是 345 看起来是没法避免的,也就是说 rust 的安全也是有限制的,有些关键的地方还是得靠人来决定,但人永远是不可靠的。让我想起了 linus 关于安全所说的一句话: + +> So? +> +> You had a bug. Shit happens. + +不过,尽管如此,rust 的安全性仍然是有统计学意义论支撑,而且出了问题责任也分明。这同样十分有意义。 + +--- + +参考: + +- +- +- diff --git a/content/issue-4/a-brief-discussion-on-invariants-in-rust.md b/content/issue-4/a-brief-discussion-on-invariants-in-rust.md new file mode 100644 index 0000000..db4ddc9 --- /dev/null +++ b/content/issue-4/a-brief-discussion-on-invariants-in-rust.md @@ -0,0 +1,188 @@ +Whenever we discuss "unsafe" in Rust, the concept of "invariant" is never far behind. In the context of Rust, it generally refers to the properties that need to be upheld. For instance: + +- Given a `x: bool`, there is an invariant: `x` can only be `true` or `false`. +- Given a `p: Pin>`, one of the invariants is that the memory pointed to by `p` will not move (where `T: !Unpin`). +- `unsafe fn read(src: *const T) -> T`, one of the invariants here is that `src` points to a fully initialized value. + +Rust contains various types of invariants, with most of them being upheld by the type checker, while some require manual verification to ensure. + +# Classification of Invariants + +We can roughly categorize the invariants in Rust into two types: **language-level invariants** and **library-level invariants**. + +## Language-level invariants + +**Language-level invariants, also known as validity**, play a crucial role in Rust. These invariants guide the compiler to generate correct code and optimize it effectively. One typical example of optimization using invariants is niche optimization. For instance, the size of `Option<&T>` is optimized to be the size of a pointer. This optimization relies on the invariant that `&T` is non-null. This allows representing `None` using a null value, thus compressing the type's size. It's worth noting that additional optimizations can be performed here. When `T` doesn't contain `UnsafeCell`, an invariant of `&T` is that the value it points to is immutable. Therefore, we can inform LLVM that the `&T` pointer is readonly, enabling LLVM to optimize based on this information. + +However, violating language-level invariants leads to **fatal** consequences known as Undefined Behavior (UB). The compiler no longer guarantees any behavior of the program (or even that the output will be an executable file). For example, as mentioned earlier, forcibly casting values other than `true` and `false`, like `2`, to a `bool` will result in undefined behavior. Similarly, reading an uninitialized value also constitutes undefined behavior. [Here](https://doc.rust-lang.org/stable/reference/behavior-considered-undefined.html#behavior-considered-undefined) is a list of some clearly defined instances of UB. Violating language invariants can lead to these UB scenarios (but not limited to this list). These invariants are **mandatory** to adhere to. + +However, due to compiler errors, there can also be instances where these invariants are unintentionally violated, causing the failure of business logic that depends on them. This falls into the category of compiler bugs. + +## Library-level invariants + +**Library/Interface-level invariants, also known as safety**, are usually defined by the authors of libraries. For example, specifying an invariant that values of the `struct Even(u64)` must be even numbers allows the use of this property directly in business logic. + +For the author of `Even`, they can provide an interface like this (assuming this library only offers these few interfaces): + +```rust +impl Even { + /// Returns Some when n is even + /// Returns None when n is not even + pub fn new(n: u64) -> Option { + if n % 2 == 0 { + Some(Self(n)) + } else { + None + } + } + + /// n must be even + pub fn unchecked_new(n: u64) -> Self { + Self(n) + } + + /// Returns a value that is even + pub fn as_u64(&self) -> &u64 { + &self.0 + } +} +``` + +For the interface `Even::new`, the invariant is guaranteed by the author of `Even`; for `Even::unchecked_new`, the invariant is guaranteed by the caller. Compared to language-level invariants, this invariant is much more "gentle" - breaking this invariant will not necessarily result in UB _within this library_ (but still lead to unexpected behavior in the program). + +The invariant of `Pin` is also a very typical library-level invariant. Generally, the "non-movable" invariant of `Pin

` is guaranteed by the author of `Pin

`. For example, all the interfaces provided by `Pin>` prevent moving the value it points to, and users don't need to worry about accidentally breaking this invariant with incorrect operations (assuming it's within safe Rust and guaranteed by the type system). However, breaking the `Pin` invariant might not immediately result in UB; instead, UB might occur in subsequent usage (e.g., accessing memory that a reference within a self-referential structure still points to after the structure has been moved). + +In Rust, the majority of invariants are library/interface-level invariants. Examples include "a `str` must be encoded in UTF-8," "Send and Sync" constraints, and various IO-safety properties introduced later on, all falling under this category of invariants. + +# Typed Proofs of Invariants + +Humans are prone to making mistakes, and we can't rely solely on humans to ensure that invariants aren't violated. So, do we have a solution for automatically checking whether invariants are violated? Yes, Rust provides a powerful type system that can enforce various kinds of invariants based on its type rules. + +For example, according to the borrowing rules of the type system, the scope of a reference's borrowing must be within the scope of the original value. This ensures that `&T` references are always valid: + +```rust +let p: &String; +{ + let s = String::from("123"); + p = &s; +} +// Compilation error because the lifetime of `p` outlives the scope of `s` +println!("{p:?}"); +``` + +During compilation, type checks are performed, and when code doesn't satisfy the type rules, the compiler treats it as an illegal program and disallows compilation. Using type rules to ensure various invariants in programs is the part of Rust that is known as "safe Rust." + +Rust adheres to a crucial principle: **Under safe Rust, the invariants of all publicly exposed interfaces in a library are not violated.** This principle is known as soundness. For instance, the earlier example of `Even` is not sound because it provides the `Even::unchecked_new` interface, which can break the invariant of `Even` under type checking. However, without providing this interface, the library becomes sound, as you cannot construct a non-even `Even` value due to the support of the type system, thereby maintaining the invariant. + +Of course, some libraries strictly adhere to this principle, like the standard library. In fact, if we use only the std library, we can go a step further and say that **under safe Rust, Undefined Behavior (UB) won't occur**. Many languages have type systems, but not all of them offer such strong guarantees. For instance, in C++, a small mistake like writing an infinite loop can result in UB. + +![cpp loop ub](/static/issue-4/cpp-loop-ub.jpg) + +Moreover, invariants are not just the responsibility of the programmer; they are a collective effort that all parties must strive to uphold. Whoever violates an invariant is at fault, and it's crucial to determine who bears the responsibility. Rust's module system, also known as crates, plays a crucial role in this regard by **preventing external parties from undermining the invariants guaranteed within a library**. + +This rule is known as the **coherence rules**, which **forbid implementing third-party traits for third-party types**. For example, let's consider a library that implements a pointer type `Ptr` with the following methods: + +```rust +impl Deref for Ptr { + type Target = T; + // ... +} + +impl Ptr { + // Since `DerefMut` is not implemented, `Pin>` has no method to move `T` + pub fn pin(t: T) -> Pin> { ... } + + pub fn new(t: T) -> Ptr { ... } + + // Can access `&mut T` before being `Pin`ned + pub fn borrow_mut(&mut self) -> &mut T { ... } +} +``` + +Without coherence rules, we could implement `DerefMut` for `Ptr` and break the invariant of `Pin` (which was initially guaranteed within the library): + +```rust +impl DerefMut for Ptr { + fn deref_mut(&mut self) -> &mut Unmovable { + let mut tmp = Box::new(Unmovable); + // Moved Unmovable out + swap(self.borrow_mut(), &mut tmp); + Box::leak(tmp) + } +} + +let unmovable = Unmovable::new(); +let mut ptr: Pin> = Ptr::pin(unmovable); +// Calling Pin::as_mut() invokes Ptr::deref_mut(), moving unmovable +// Breaking the `Pin` invariant, unsoundness! +// This vulnerability could lead to UB. +ptr.as_mut(); +``` + +In fact, a similar issue with `Pin` once occurred in the standard library... (`&T`, `&mut T`, `Box`, `Pin

` can all violate coherence rules, enabling the creation of such vulnerabilities, ~~but this has been addressed in subsequent fixes~~ [NOT YET](https://github.com/rust-lang/rust/issues/85099)). + +Due to the coherence rules, you cannot do this anymore. If your invariant is guaranteed locally, third parties cannot undermine it. As a result, in Rust, responsibility can be strictly divided: if a bug arises from normal usage, it's the library author's fault, as normal usage should not be able to break the library's internal invariants. + +(However, I'm curious about how languages like Haskell and Swift, which allow implementing third-party type classes or protocols for third-party libraries, ensure that their libraries aren't affected by downstream or other third-party libraries.) + +# Relationship between Invariants and `unsafe` + +However, Rust's type system is not all-powerful. There are some invariants that cannot be proven by the type system, and this includes certain forms of validity (language-level invariants). These invariants need to be guaranteed by the programmers themselves. While other invariant violations might lead to minor consequences, validity issues are much more critical; they can cause catastrophic failures. To address these situations, Rust introduced the `unsafe` keyword to deal with matters related to validity. + +- `unsafe fn`: Indicates that an interface has certain invariants that, if not upheld by the caller, might break validity and result in Undefined Behavior (UB). These invariants can be treated as **axioms** directly used in the implementation of the interface. +- `unsafe {}`: Asserts that the internal invariants have been adhered to. Rust **completely** trusts the promises made by the programmer. +- `unsafe trait`/`unsafe impl` are similar. + +Thus, Rust is divided into two parts by `unsafe`: safe Rust, where the type system proves guarantees (and compiler takes responsibility for any issues), and unsafe Rust, where programmers need to prove safety themselves (and they take responsibility for any issues). + +Determining which interfaces (`fn` and `trait`) should be marked as `unsafe` is quite restrained in Rust; not all invariants that the type system cannot prove should be marked as such. **Only invariants related to validity and FFI should be marked as unsafe**, and marking them should be done sparingly. For instance, `UnwindSafe` is not marked as unsafe because within the standard library, nothing can cause UB due to lack of unwinding, and when using the standard library without any unsafe constructs, UB does not arise. + +FFI is a peculiar case. It differs from validity in that its correctness cannot be ensured by Rust's compiler because Rust lacks information about the other side of the FFI boundary. However, the other side of FFI can do anything, so theoretically, performing FFI is never safe. In such cases, programmers must understand the consequences of FFI, and `unsafe { call_ffi() }` implies, "I am aware of the consequences of invoking FFI and am willing to accept all the impacts it brings." + +Apart from what should be marked as `unsafe`, strict review of the contents of `unsafe` is also essential. + +Firstly, check the invariants corresponding to `unsafe` on the interfaces. For instance, are the invariants sufficient (do they guarantee safety)? Are there any conflicting invariants (e.g., `x: u64` but also requiring `x < 0`, which cannot be achieved)? + +Then, rigorously verify if the conditions within `unsafe {}`/`unsafe impl` are met. Some things cannot be relied upon, those invariants that haven't been proven and aren't marked as `unsafe`, such as: + +- The previous example of `Even`, which claims to represent even numbers +- What an unknown `T: UnwindSafe` "claims" about being unwindsafe +- What an unknown `T: Ord` "claims" about total ordering + +These can all be violated under safe conditions, but we can't hold anyone accountable under safe conditions. (Again, I feel that these should be called hints rather than invariants, as nobody is responsible for them; just like the earlier definition of `Even`.) + +A general rule for safe usage is to rely on: + +- Properties of **concrete types**. For example, `u64: Ord` ensures total ordering, which you can guarantee. Here, concrete types act as a white box, and you know all their properties. +- Invariants declared through `unsafe`. + +Humans are fallible. So, how can we check if we violate validity? There are tools available, although they are limited. Currently, you can use MIRI (a Rust interpreter, essentially representing standard Rust behavior) to run your Rust programs (limited to pure Rust code). MIRI maintains the state of all correct Rust behaviors. When your program triggers UB, MIRI reports an error. However, there are limitations; MIRI can only tell you that UB occurred, not which invariant was violated to cause the UB. Moreover, MIRI cannot exhaustively cover all scenarios, and even if it does, it cannot prove that the provided interfaces are sound. (Similar to testing.) + +There are also some limited formal verification tools available, such as [flux](https://flux-rs.github.io/flux/index.html), but I won't delve into that here. + +`unsafe` is a distinctive feature of Rust. Without `unsafe`, achieving complete safety leads to these scenarios: + +1. All validity could be proven using types - requiring an incredibly powerful type system (even for simple tasks), leading to an overly complex type system with heavy cognitive load for users and challenges in proving the reliability of the type system. Additionally, it might hit theoretical limits where some things are undecidable. +2. All validity could be checked dynamically at runtime, or UB could be eliminated at runtime - introducing inevitable overhead in various places, making it hard to achieve optimal performance. It might even limit users from performing low-level operations, requiring explicit checks every time (similar to Haskell's inability to define arrays using the language's own syntax, relying on runtime or FFI). + +# A Few More Points to Add + +1. Rust's type system has not yet been proven to be entirely reliable. This implies that there might be [inconsistencies](https://github.com/rust-lang/rust/issues/25860) and contradictions in certain rules. Consequently, at this stage, proofs of invariants might not always be dependable. +2. The soundness of Rust's standard library has also not been fully established. This means that certain interface invariants within the standard library might still be susceptible to violation. +3. The vast majority of third-party libraries in Rust have not been verified for soundness, especially those that internally employ `unsafe` constructs. +4. Rust's compiler is also capable of inadvertently breaking invariants through incorrect optimizations, potentially allowing us to create a [Segmentation fault](https://play.rust-lang.org/?version=stable&mode=release&edition=2021&gist=2179a4f4567edd276818c7869aac7e60) in safe Rust. +5. The platform on which a Rust program runs can also undermine invariants. For example, `proc/self/mem` can disrupt memory-exclusive invariants by altering memory. However, from a practical standpoint, Rust accommodates such corner cases. + +In the future, points 1 and 2 might see resolution, but 3, 4, and 5 appear to be inevitable challenges. This indicates that Rust's safety has limitations; critical aspects still rely on human judgment, although humans remain fallible. This reminds me of Linus Torvalds' quote about safety: + +> So? +> +> You had a bug. Shit happens." + +However, even with that said, Rust's emphasis on safety still holds statistical significance in its favor. Moreover, the clear allocation of responsibility when problems arise adds meaningful accountability to the equation. + +# References + +- +- +- diff --git a/content/issue-4/zine.toml b/content/issue-4/zine.toml index 67d0220..fde0e5c 100644 --- a/content/issue-4/zine.toml +++ b/content/issue-4/zine.toml @@ -22,3 +22,13 @@ topic = ["interview"] pub_date = "2023-05-27" publish = true featured = true + +[[article]] +file = "a-brief-discussion-on-invariants-in-rust.md" +title = "A Brief Discussion on Invariants in Rust: Essential Properties to Uphold" +author = ["TOETOE55"] +topic = ["unsafe-rust"] +pub_date = "2023-08-15" +publish = true +featured = true +i18n.zh = { file = "a-brief-discussion-on-invariants-in-rust-zh.md", title = "稍微聊聊 Rust 中的 Invariant —— 那些必须保持的性质" } diff --git a/static/issue-4/cpp-loop-ub.jpg b/static/issue-4/cpp-loop-ub.jpg new file mode 100644 index 0000000000000000000000000000000000000000..498b7d6434f6431bf82290d7b19d678482b422b5 GIT binary patch literal 267221 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