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base on An interpreter for Rust's mid-level intermediate representation # Miri
Miri is an [Undefined Behavior][reference-ub] detection tool for Rust. It can run binaries and test
suites of cargo projects and detect unsafe code that fails to uphold its safety requirements. For
instance:
* Out-of-bounds memory accesses and use-after-free
* Invalid use of uninitialized data
* Violation of intrinsic preconditions (an [`unreachable_unchecked`] being
reached, calling [`copy_nonoverlapping`] with overlapping ranges, ...)
* Not sufficiently aligned memory accesses and references
* Violation of basic type invariants (a `bool` that is not 0 or 1, for example,
or an invalid enum discriminant)
* **Experimental**: Violations of the [Stacked Borrows] rules governing aliasing
for reference types
* **Experimental**: Violations of the [Tree Borrows] aliasing rules, as an optional
alternative to [Stacked Borrows]
* **Experimental**: Data races and emulation of weak memory effects, i.e.,
atomic reads can return outdated values.
On top of that, Miri will also tell you about memory leaks: when there is memory
still allocated at the end of the execution, and that memory is not reachable
from a global `static`, Miri will raise an error.
You can use Miri to emulate programs on other targets, e.g. to ensure that
byte-level data manipulation works correctly both on little-endian and
big-endian systems. See
[cross-interpretation](#cross-interpretation-running-for-different-targets)
below.
Miri has already discovered many [real-world bugs](#bugs-found-by-miri). If you
found a bug with Miri, we'd appreciate if you tell us and we'll add it to the
list!
By default, Miri ensures a fully deterministic execution and isolates the
program from the host system. Some APIs that would usually access the host, such
as gathering entropy for random number generators, environment variables, and
clocks, are replaced by deterministic "fake" implementations. Set
`MIRIFLAGS="-Zmiri-disable-isolation"` to access the real system APIs instead.
(In particular, the "fake" system RNG APIs make Miri **not suited for
cryptographic use**! Do not generate keys using Miri.)
All that said, be aware that Miri does **not catch every violation of the Rust specification** in
your program, not least because there is no such specification. Miri uses its own approximation of
what is and is not Undefined Behavior in Rust. To the best of our knowledge, all Undefined Behavior
that has the potential to affect a program's correctness *is* being detected by Miri (modulo
[bugs][I-misses-ub]), but you should consult [the Reference][reference-ub] for the official
definition of Undefined Behavior. Miri will be updated with the Rust compiler to protect against UB
as it is understood by the current compiler, but it makes no promises about future versions of
rustc.
Further caveats that Miri users should be aware of:
* If the program relies on unspecified details of how data is laid out, it will
still run fine in Miri -- but might break (including causing UB) on different
compiler versions or different platforms. (You can use `-Zrandomize-layout`
to detect some of these cases.)
* Program execution is non-deterministic when it depends, for example, on where
exactly in memory allocations end up, or on the exact interleaving of
concurrent threads. Miri tests one of many possible executions of your
program, but it will miss bugs that only occur in a different possible execution.
You can alleviate this to some extent by running Miri with different
values for `-Zmiri-seed`, but that will still by far not explore all possible executions.
* Miri runs the program as a platform-independent interpreter, so the program
has no access to most platform-specific APIs or FFI. A few APIs have been
implemented (such as printing to stdout, accessing environment variables, and
basic file system access) but most have not: for example, Miri currently does
not support networking. System API support varies between targets; if you run
on Windows it is a good idea to use `--target x86_64-unknown-linux-gnu` to get
better support.
* Weak memory emulation may [produce weak behaviors](https://github.com/rust-lang/miri/issues/2301)
when `SeqCst` fences are used that are not actually permitted by the Rust memory model, and it
cannot produce all behaviors possibly observable on real hardware.
Moreover, Miri fundamentally cannot ensure that your code is *sound*. [Soundness] is the property of
never causing undefined behavior when invoked from arbitrary safe code, even in combination with
other sound code. In contrast, Miri can just tell you if *a particular way of interacting with your
code* (e.g., a test suite) causes any undefined behavior *in a particular execution* (of which there
may be many, e.g. when concurrency or other forms of non-determinism are involved). When Miri finds
UB, your code is definitely unsound, but when Miri does not find UB, then you may just have to test
more inputs or more possible non-deterministic choices.
[rust]: https://www.rust-lang.org/
[mir]: https://github.com/rust-lang/rfcs/blob/master/text/1211-mir.md
[`unreachable_unchecked`]: https://doc.rust-lang.org/stable/std/hint/fn.unreachable_unchecked.html
[`copy_nonoverlapping`]: https://doc.rust-lang.org/stable/std/ptr/fn.copy_nonoverlapping.html
[Stacked Borrows]: https://github.com/rust-lang/unsafe-code-guidelines/blob/master/wip/stacked-borrows.md
[Tree Borrows]: https://perso.crans.org/vanille/treebor/
[Soundness]: https://rust-lang.github.io/unsafe-code-guidelines/glossary.html#soundness-of-code--of-a-library
[reference-ub]: https://doc.rust-lang.org/reference/behavior-considered-undefined.html
[I-misses-ub]: https://github.com/rust-lang/miri/labels/I-misses-UB
## Using Miri
Install Miri on Rust nightly via `rustup`:
```sh
rustup +nightly component add miri
```
All the following commands assume the nightly toolchain is pinned via `rustup override set nightly`.
Alternatively, use `cargo +nightly` for each of the following commands.
Now you can run your project in Miri:
- To run all tests in your project through Miri, use `cargo miri test`.
- If you have a binary project, you can run it through Miri using `cargo miri run`.
The first time you run Miri, it will perform some extra setup and install some
dependencies. It will ask you for confirmation before installing anything.
`cargo miri run/test` supports the exact same flags as `cargo run/test`. For
example, `cargo miri test filter` only runs the tests containing `filter` in
their name.
You can pass [flags][miri-flags] to Miri via `MIRIFLAGS`. For example,
`MIRIFLAGS="-Zmiri-disable-stacked-borrows" cargo miri run` runs the program
without checking the aliasing of references.
When compiling code via `cargo miri`, the `cfg(miri)` config flag is set for code
that will be interpreted under Miri. You can use this to ignore test cases that fail
under Miri because they do things Miri does not support:
```rust
#[test]
#[cfg_attr(miri, ignore)]
fn does_not_work_on_miri() {
tokio::run(futures::future::ok::<_, ()>(()));
}
```
There is no way to list all the infinite things Miri cannot do, but the
interpreter will explicitly tell you when it finds something unsupported:
```
error: unsupported operation: can't call foreign function: bind
...
= help: this is likely not a bug in the program; it indicates that the program \
performed an operation that Miri does not support
```
### Cross-interpretation: running for different targets
Miri can not only run a binary or test suite for your host target, it can also
perform cross-interpretation for arbitrary foreign targets: `cargo miri run
--target x86_64-unknown-linux-gnu` will run your program as if it was a Linux
program, no matter your host OS. This is particularly useful if you are using
Windows, as the Linux target is much better supported than Windows targets.
You can also use this to test platforms with different properties than your host
platform. For example `cargo miri test --target s390x-unknown-linux-gnu`
will run your test suite on a big-endian target, which is useful for testing
endian-sensitive code.
### Testing multiple different executions
Certain parts of the execution are picked randomly by Miri, such as the exact base address
allocations are stored at and the interleaving of concurrently executing threads. Sometimes, it can
be useful to explore multiple different execution, e.g. to make sure that your code does not depend
on incidental "super-alignment" of new allocations and to test different thread interleavings.
This can be done with the `--many-seeds` flag:
```
cargo miri test --many-seeds # tries the seeds in 0..64
cargo miri test --many-seeds=0..16
```
The default of 64 different seeds is quite slow, so you probably want to specify a smaller range.
### Running Miri on CI
When running Miri on CI, use the following snippet to install a nightly toolchain with the Miri
component:
```sh
rustup toolchain install nightly --component miri
rustup override set nightly
cargo miri test
```
Here is an example job for GitHub Actions:
```yaml
miri:
name: "Miri"
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Install Miri
run: |
rustup toolchain install nightly --component miri
rustup override set nightly
cargo miri setup
- name: Test with Miri
run: cargo miri test
```
The explicit `cargo miri setup` helps to keep the output of the actual test step
clean.
### Supported targets
Miri does not support all targets supported by Rust. The good news, however, is
that no matter your host OS/platform, it is easy to run code for *any* target
using `--target`!
The following targets are tested on CI and thus should always work (to the
degree documented below):
- All Rust [Tier 1 targets](https://doc.rust-lang.org/rustc/platform-support.html) are supported by
Miri. They are all checked on Miri's CI, and some (at least one per OS) are even checked on every
Rust PR, so the shipped Miri should always work on these targets.
- `s390x-unknown-linux-gnu` is supported as our "big-endian target of choice".
- For every other target with OS `linux`, `macos`, or `windows`, Miri should generally work, but we
make no promises and we don't run tests for such targets.
- We have unofficial support (not maintained by the Miri team itself) for some further operating systems.
- `solaris` / `illumos`: maintained by @devnexen. Supports `std::{env, thread, sync}`, but not `std::fs`.
- `freebsd`: **maintainer wanted**. Supports `std::env` and parts of `std::{thread, fs}`, but not `std::sync`.
- `android`: **maintainer wanted**. Support very incomplete, but a basic "hello world" works.
- `wasi`: **maintainer wanted**. Support very incomplete, not even standard output works, but an empty `main` function works.
- For targets on other operating systems, Miri might fail before even reaching the `main` function.
However, even for targets that we do support, the degree of support for accessing platform APIs
(such as the file system) differs between targets: generally, Linux targets have the best support,
and macOS targets are usually on par. Windows is supported less well.
### Running tests in parallel
Though it implements Rust threading, Miri itself is a single-threaded interpreter.
This means that when running `cargo miri test`, you will probably see a dramatic
increase in the amount of time it takes to run your whole test suite due to the
inherent interpreter slowdown and a loss of parallelism.
You can get your test suite's parallelism back by running `cargo miri nextest run -jN`
(note that you will need [`cargo-nextest`](https://nexte.st) installed).
This works because `cargo-nextest` collects a list of all tests then launches a
separate `cargo miri run` for each test. You will need to specify a `-j` or `--test-threads`;
by default `cargo miri nextest run` runs one test at a time. For more details, see the
[`cargo-nextest` Miri documentation](https://nexte.st/book/miri.html).
Note: This one-test-per-process model means that `cargo miri test` is able to detect data
races where two tests race on a shared resource, but `cargo miri nextest run` will not detect
such races.
Note: `cargo-nextest` does not support doctests, see https://github.com/nextest-rs/nextest/issues/16
### Common Problems
When using the above instructions, you may encounter a number of confusing compiler
errors.
#### "note: run with `RUST_BACKTRACE=1` environment variable to display a backtrace"
You may see this when trying to get Miri to display a backtrace. By default, Miri
doesn't expose any environment to the program, so running
`RUST_BACKTRACE=1 cargo miri test` will not do what you expect.
To get a backtrace, you need to disable isolation
[using `-Zmiri-disable-isolation`][miri-flags]:
```sh
RUST_BACKTRACE=1 MIRIFLAGS="-Zmiri-disable-isolation" cargo miri test
```
#### "found crate `std` compiled by an incompatible version of rustc"
You may be running `cargo miri` with a different compiler version than the one
used to build the custom libstd that Miri uses, and Miri failed to detect that.
Try running `cargo miri clean`.
## Miri `-Z` flags and environment variables
[miri-flags]: #miri--z-flags-and-environment-variables
Miri adds its own set of `-Z` flags, which are usually set via the `MIRIFLAGS`
environment variable. We first document the most relevant and most commonly used flags:
* `-Zmiri-address-reuse-rate=<rate>` changes the probability that a freed *non-stack* allocation
will be added to the pool for address reuse, and the probability that a new *non-stack* allocation
will be taken from the pool. Stack allocations never get added to or taken from the pool. The
default is `0.5`.
* `-Zmiri-address-reuse-cross-thread-rate=<rate>` changes the probability that an allocation which
attempts to reuse a previously freed block of memory will also consider blocks freed by *other
threads*. The default is `0.1`, which means by default, in 90% of the cases where an address reuse
attempt is made, only addresses from the same thread will be considered. Reusing an address from
another thread induces synchronization between those threads, which can mask data races and weak
memory bugs.
* `-Zmiri-compare-exchange-weak-failure-rate=<rate>` changes the failure rate of
`compare_exchange_weak` operations. The default is `0.8` (so 4 out of 5 weak ops will fail).
You can change it to any value between `0.0` and `1.0`, where `1.0` means it
will always fail and `0.0` means it will never fail. Note that setting it to
`1.0` will likely cause hangs, since it means programs using
`compare_exchange_weak` cannot make progress.
* `-Zmiri-disable-isolation` disables host isolation. As a consequence,
the program has access to host resources such as environment variables, file
systems, and randomness.
* `-Zmiri-disable-leak-backtraces` disables backtraces reports for memory leaks. By default, a
backtrace is captured for every allocation when it is created, just in case it leaks. This incurs
some memory overhead to store data that is almost never used. This flag is implied by
`-Zmiri-ignore-leaks`.
* `-Zmiri-env-forward=<var>` forwards the `var` environment variable to the interpreted program. Can
be used multiple times to forward several variables. Execution will still be deterministic if the
value of forwarded variables stays the same. Has no effect if `-Zmiri-disable-isolation` is set.
* `-Zmiri-env-set=<var>=<value>` sets the `var` environment variable to `value` in the interpreted program.
It can be used to pass environment variables without needing to alter the host environment. It can
be used multiple times to set several variables. If `-Zmiri-disable-isolation` or `-Zmiri-env-forward`
is set, values set with this option will have priority over values from the host environment.
* `-Zmiri-ignore-leaks` disables the memory leak checker, and also allows some
remaining threads to exist when the main thread exits.
* `-Zmiri-isolation-error=<action>` configures Miri's response to operations
requiring host access while isolation is enabled. `abort`, `hide`, `warn`,
and `warn-nobacktrace` are the supported actions. The default is to `abort`,
which halts the machine. Some (but not all) operations also support continuing
execution with a "permission denied" error being returned to the program.
`warn` prints a full backtrace each time that happens; `warn-nobacktrace` is less
verbose and shown at most once per operation. `hide` hides the warning entirely.
* `-Zmiri-num-cpus` states the number of available CPUs to be reported by miri. By default, the
number of available CPUs is `1`. Note that this flag does not affect how miri handles threads in
any way.
* `-Zmiri-permissive-provenance` disables the warning for integer-to-pointer casts and
[`ptr::with_exposed_provenance`](https://doc.rust-lang.org/nightly/std/ptr/fn.with_exposed_provenance.html).
This will necessarily miss some bugs as those operations are not efficiently and accurately
implementable in a sanitizer, but it will only miss bugs that concern memory/pointers which is
subject to these operations.
* `-Zmiri-preemption-rate` configures the probability that at the end of a basic block, the active
thread will be preempted. The default is `0.01` (i.e., 1%). Setting this to `0` disables
preemption.
* `-Zmiri-report-progress` makes Miri print the current stacktrace every now and then, so you can
tell what it is doing when a program just keeps running. You can customize how frequently the
report is printed via `-Zmiri-report-progress=<blocks>`, which prints the report every N basic
blocks.
* `-Zmiri-seed=<num>` configures the seed of the RNG that Miri uses to resolve non-determinism. This
RNG is used to pick base addresses for allocations, to determine preemption and failure of
`compare_exchange_weak`, and to control store buffering for weak memory emulation. When isolation
is enabled (the default), this is also used to emulate system entropy. The default seed is 0. You
can increase test coverage by running Miri multiple times with different seeds.
* `-Zmiri-strict-provenance` enables [strict
provenance](https://github.com/rust-lang/rust/issues/95228) checking in Miri. This means that
casting an integer to a pointer yields a result with 'invalid' provenance, i.e., with provenance
that cannot be used for any memory access.
* `-Zmiri-symbolic-alignment-check` makes the alignment check more strict. By default, alignment is
checked by casting the pointer to an integer, and making sure that is a multiple of the alignment.
This can lead to cases where a program passes the alignment check by pure chance, because things
"happened to be" sufficiently aligned -- there is no UB in this execution but there would be UB in
others. To avoid such cases, the symbolic alignment check only takes into account the requested
alignment of the relevant allocation, and the offset into that allocation. This avoids missing
such bugs, but it also incurs some false positives when the code does manual integer arithmetic to
ensure alignment. (The standard library `align_to` method works fine in both modes; under
symbolic alignment it only fills the middle slice when the allocation guarantees sufficient
alignment.)
The remaining flags are for advanced use only, and more likely to change or be removed.
Some of these are **unsound**, which means they can lead
to Miri failing to detect cases of undefined behavior in a program.
* `-Zmiri-disable-alignment-check` disables checking pointer alignment, so you
can focus on other failures, but it means Miri can miss bugs in your program.
Using this flag is **unsound**.
* `-Zmiri-disable-data-race-detector` disables checking for data races. Using
this flag is **unsound**. This implies `-Zmiri-disable-weak-memory-emulation`.
* `-Zmiri-disable-stacked-borrows` disables checking the experimental
aliasing rules to track borrows ([Stacked Borrows] and [Tree Borrows]).
This can make Miri run faster, but it also means no aliasing violations will
be detected. Using this flag is **unsound** (but the affected soundness rules
are experimental). Later flags take precedence: borrow tracking can be reactivated
by `-Zmiri-tree-borrows`.
* `-Zmiri-disable-validation` disables enforcing validity invariants, which are
enforced by default. This is mostly useful to focus on other failures (such
as out-of-bounds accesses) first. Setting this flag means Miri can miss bugs
in your program. However, this can also help to make Miri run faster. Using
this flag is **unsound**.
* `-Zmiri-disable-weak-memory-emulation` disables the emulation of some C++11 weak
memory effects.
* `-Zmiri-native-lib=<path to a shared object file>` is an experimental flag for providing support
for calling native functions from inside the interpreter via FFI. Functions not provided by that
file are still executed via the usual Miri shims.
**WARNING**: If an invalid/incorrect `.so` file is specified, this can cause Undefined Behavior in Miri itself!
And of course, Miri cannot do any checks on the actions taken by the native code.
Note that Miri has its own handling of file descriptors, so if you want to replace *some* functions
working on file descriptors, you will have to replace *all* of them, or the two kinds of
file descriptors will be mixed up.
This is **work in progress**; currently, only integer arguments and return values are
supported (and no, pointer/integer casts to work around this limitation will not work;
they will fail horribly). It also only works on Unix hosts for now.
* `-Zmiri-measureme=<name>` enables `measureme` profiling for the interpreted program.
This can be used to find which parts of your program are executing slowly under Miri.
The profile is written out to a file inside a directory called `<name>`, and can be processed
using the tools in the repository https://github.com/rust-lang/measureme.
* `-Zmiri-mute-stdout-stderr` silently ignores all writes to stdout and stderr,
but reports to the program that it did actually write. This is useful when you
are not interested in the actual program's output, but only want to see Miri's
errors and warnings.
* `-Zmiri-recursive-validation` is a *highly experimental* flag that makes validity checking
recurse below references.
* `-Zmiri-retag-fields[=<all|none|scalar>]` controls when Stacked Borrows retagging recurses into
fields. `all` means it always recurses (the default, and equivalent to `-Zmiri-retag-fields`
without an explicit value), `none` means it never recurses, `scalar` means it only recurses for
types where we would also emit `noalias` annotations in the generated LLVM IR (types passed as
individual scalars or pairs of scalars). Setting this to `none` is **unsound**.
* `-Zmiri-provenance-gc=<blocks>` configures how often the pointer provenance garbage collector runs.
The default is to search for and remove unreachable provenance once every `10000` basic blocks. Setting
this to `0` disables the garbage collector, which causes some programs to have explosive memory
usage and/or super-linear runtime.
* `-Zmiri-track-alloc-accesses` show not only allocation and free events for tracked allocations,
but also reads and writes.
* `-Zmiri-track-alloc-id=<id1>,<id2>,...` shows a backtrace when the given allocations are
being allocated or freed. This helps in debugging memory leaks and
use after free bugs. Specifying this argument multiple times does not overwrite the previous
values, instead it appends its values to the list. Listing an id multiple times has no effect.
* `-Zmiri-track-pointer-tag=<tag1>,<tag2>,...` shows a backtrace when a given pointer tag
is created and when (if ever) it is popped from a borrow stack (which is where the tag becomes invalid
and any future use of it will error). This helps you in finding out why UB is
happening and where in your code would be a good place to look for it.
Specifying this argument multiple times does not overwrite the previous
values, instead it appends its values to the list. Listing a tag multiple times has no effect.
* `-Zmiri-track-weak-memory-loads` shows a backtrace when weak memory emulation returns an outdated
value from a load. This can help diagnose problems that disappear under
`-Zmiri-disable-weak-memory-emulation`.
* `-Zmiri-tree-borrows` replaces [Stacked Borrows] with the [Tree Borrows] rules.
Tree Borrows is even more experimental than Stacked Borrows. While Tree Borrows
is still sound in the sense of catching all aliasing violations that current versions
of the compiler might exploit, it is likely that the eventual final aliasing model
of Rust will be stricter than Tree Borrows. In other words, if you use Tree Borrows,
even if your code is accepted today, it might be declared UB in the future.
This is much less likely with Stacked Borrows.
* `-Zmiri-force-page-size=<num>` overrides the default page size for an architecture, in multiples of 1k.
`4` is default for most targets. This value should always be a power of 2 and nonzero.
* `-Zmiri-unique-is-unique` performs additional aliasing checks for `core::ptr::Unique` to ensure
that it could theoretically be considered `noalias`. This flag is experimental and has
an effect only when used with `-Zmiri-tree-borrows`.
[function ABI]: https://doc.rust-lang.org/reference/items/functions.html#extern-function-qualifier
Some native rustc `-Z` flags are also very relevant for Miri:
* `-Zmir-opt-level` controls how many MIR optimizations are performed. Miri
overrides the default to be `0`; be advised that using any higher level can
make Miri miss bugs in your program because they got optimized away.
* `-Zalways-encode-mir` makes rustc dump MIR even for completely monomorphic
functions. This is needed so that Miri can execute such functions, so Miri
sets this flag per default.
* `-Zmir-emit-retag` controls whether `Retag` statements are emitted. Miri
enables this per default because it is needed for [Stacked Borrows] and [Tree Borrows].
Moreover, Miri recognizes some environment variables:
* `MIRIFLAGS` defines extra flags to be passed to Miri.
* `MIRI_LIB_SRC` defines the directory where Miri expects the sources of the standard library that
it will build and use for interpretation. This directory must point to the `library` subdirectory
of a `rust-lang/rust` repository checkout.
* `MIRI_SYSROOT` indicates the sysroot to use. When using `cargo miri test`/`cargo miri run`, this skips the automatic
setup -- only set this if you do not want to use the automatically created sysroot. When invoking
`cargo miri setup`, this indicates where the sysroot will be put.
* `MIRI_NO_STD` makes sure that the target's sysroot is built without libstd. This allows testing
and running no_std programs. This should *not usually be used*; Miri has a heuristic to detect
no-std targets based on the target name. Setting this on a target that does support libstd can
lead to confusing results.
[testing-miri]: CONTRIBUTING.md#testing-the-miri-driver
## Miri `extern` functions
Miri provides some `extern` functions that programs can import to access
Miri-specific functionality. They are declared in
[/tests/utils/miri\_extern.rs](/tests/utils/miri_extern.rs).
## Entry point for no-std binaries
Binaries that do not use the standard library are expected to declare a function like this so that
Miri knows where it is supposed to start execution:
```rust
#[cfg(miri)]
#[no_mangle]
fn miri_start(argc: isize, argv: *const *const u8) -> isize {
// Call the actual start function that your project implements, based on your target's conventions.
}
```
## Contributing and getting help
If you want to contribute to Miri, great! Please check out our
[contribution guide](CONTRIBUTING.md).
For help with running Miri, you can open an issue here on
GitHub or use the [Miri stream on the Rust Zulip][zulip].
[zulip]: https://rust-lang.zulipchat.com/#narrow/stream/269128-miri
## History
This project began as part of an undergraduate research course in 2015 by
@solson at the [University of Saskatchewan][usask]. There are [slides] and a
[report] available from that project. In 2016, @oli-obk joined to prepare Miri
for eventually being used as const evaluator in the Rust compiler itself
(basically, for `const` and `static` stuff), replacing the old evaluator that
worked directly on the AST. In 2017, @RalfJung did an internship with Mozilla
and began developing Miri towards a tool for detecting undefined behavior, and
also using Miri as a way to explore the consequences of various possible
definitions for undefined behavior in Rust. @oli-obk's move of the Miri engine
into the compiler finally came to completion in early 2018. Meanwhile, later
that year, @RalfJung did a second internship, developing Miri further with
support for checking basic type invariants and verifying that references are
used according to their aliasing restrictions.
[usask]: https://www.usask.ca/
[slides]: https://solson.me/miri-slides.pdf
[report]: https://solson.me/miri-report.pdf
## Bugs found by Miri
Miri has already found a number of bugs in the Rust standard library and beyond, some of which we collect here.
If Miri helped you find a subtle UB bug in your code, we'd appreciate a PR adding it to the list!
Definite bugs found:
* [`Debug for vec_deque::Iter` accessing uninitialized memory](https://github.com/rust-lang/rust/issues/53566)
* [`Vec::into_iter` doing an unaligned ZST read](https://github.com/rust-lang/rust/pull/53804)
* [`From<&[T]> for Rc` creating a not sufficiently aligned reference](https://github.com/rust-lang/rust/issues/54908)
* [`BTreeMap` creating a shared reference pointing to a too small allocation](https://github.com/rust-lang/rust/issues/54957)
* [`Vec::append` creating a dangling reference](https://github.com/rust-lang/rust/pull/61082)
* [Futures turning a shared reference into a mutable one](https://github.com/rust-lang/rust/pull/56319)
* [`str` turning a shared reference into a mutable one](https://github.com/rust-lang/rust/pull/58200)
* [`rand` performing unaligned reads](https://github.com/rust-random/rand/issues/779)
* [The Unix allocator calling `posix_memalign` in an invalid way](https://github.com/rust-lang/rust/issues/62251)
* [`getrandom` calling the `getrandom` syscall in an invalid way](https://github.com/rust-random/getrandom/pull/73)
* [`Vec`](https://github.com/rust-lang/rust/issues/69770) and [`BTreeMap`](https://github.com/rust-lang/rust/issues/69769) leaking memory under some (panicky) conditions
* [`beef` leaking memory](https://github.com/maciejhirsz/beef/issues/12)
* [`EbrCell` using uninitialized memory incorrectly](https://github.com/Firstyear/concread/commit/b15be53b6ec076acb295a5c0483cdb4bf9be838f#diff-6282b2fc8e98bd089a1f0c86f648157cR229)
* [TiKV performing an unaligned pointer access](https://github.com/tikv/tikv/issues/7613)
* [`servo_arc` creating a dangling shared reference](https://github.com/servo/servo/issues/26357)
* [TiKV constructing out-of-bounds pointers (and overlapping mutable references)](https://github.com/tikv/tikv/pull/7751)
* [`encoding_rs` doing out-of-bounds pointer arithmetic](https://github.com/hsivonen/encoding_rs/pull/53)
* [TiKV using `Vec::from_raw_parts` incorrectly](https://github.com/tikv/agatedb/pull/24)
* Incorrect doctests for [`AtomicPtr`](https://github.com/rust-lang/rust/pull/84052) and [`Box::from_raw_in`](https://github.com/rust-lang/rust/pull/84053)
* [Insufficient alignment in `ThinVec`](https://github.com/Gankra/thin-vec/pull/27)
* [`crossbeam-epoch` calling `assume_init` on a partly-initialized `MaybeUninit`](https://github.com/crossbeam-rs/crossbeam/pull/779)
* [`integer-encoding` dereferencing a misaligned pointer](https://github.com/dermesser/integer-encoding-rs/pull/23)
* [`rkyv` constructing a `Box<[u8]>` from an overaligned allocation](https://github.com/rkyv/rkyv/commit/a9417193a34757e12e24263178be8b2eebb72456)
* [Data race in `arc-swap`](https://github.com/vorner/arc-swap/issues/76)
* [Data race in `thread::scope`](https://github.com/rust-lang/rust/issues/98498)
* [`regex` incorrectly handling unaligned `Vec<u8>` buffers](https://www.reddit.com/r/rust/comments/vq3mmu/comment/ienc7t0?context=3)
* [Incorrect use of `compare_exchange_weak` in `once_cell`](https://github.com/matklad/once_cell/issues/186)
* [Dropping with unaligned pointers in `vec::IntoIter`](https://github.com/rust-lang/rust/pull/106084)
* [Deallocating with the wrong layout in new specializations for in-place `Iterator::collect`](https://github.com/rust-lang/rust/pull/118460)
* [Incorrect offset computation for highly-aligned types in `portable-atomic-util`](https://github.com/taiki-e/portable-atomic/pull/138)
* [Occasional memory leak in `std::mpsc` channels](https://github.com/rust-lang/rust/issues/121582) (original code in [crossbeam](https://github.com/crossbeam-rs/crossbeam/pull/1084))
* [Weak-memory-induced memory leak in Windows thread-local storage](https://github.com/rust-lang/rust/pull/124281)
Violations of [Stacked Borrows] found that are likely bugs (but Stacked Borrows is currently just an experiment):
* [`VecDeque::drain` creating overlapping mutable references](https://github.com/rust-lang/rust/pull/56161)
* Various `BTreeMap` problems
* [`BTreeMap` iterators creating mutable references that overlap with shared references](https://github.com/rust-lang/rust/pull/58431)
* [`BTreeMap::iter_mut` creating overlapping mutable references](https://github.com/rust-lang/rust/issues/73915)
* [`BTreeMap` node insertion using raw pointers outside their valid memory area](https://github.com/rust-lang/rust/issues/78477)
* [`LinkedList` cursor insertion creating overlapping mutable references](https://github.com/rust-lang/rust/pull/60072)
* [`Vec::push` invalidating existing references into the vector](https://github.com/rust-lang/rust/issues/60847)
* [`align_to_mut` violating uniqueness of mutable references](https://github.com/rust-lang/rust/issues/68549)
* [`sized-chunks` creating aliasing mutable references](https://github.com/bodil/sized-chunks/issues/8)
* [`String::push_str` invalidating existing references into the string](https://github.com/rust-lang/rust/issues/70301)
* [`ryu` using raw pointers outside their valid memory area](https://github.com/dtolnay/ryu/issues/24)
* [ink! creating overlapping mutable references](https://github.com/rust-lang/miri/issues/1364)
* [TiKV creating overlapping mutable reference and raw pointer](https://github.com/tikv/tikv/pull/7709)
* [Windows `Env` iterator using a raw pointer outside its valid memory area](https://github.com/rust-lang/rust/pull/70479)
* [`VecDeque::iter_mut` creating overlapping mutable references](https://github.com/rust-lang/rust/issues/74029)
* [Various standard library aliasing issues involving raw pointers](https://github.com/rust-lang/rust/pull/78602)
* [`<[T]>::copy_within` using a loan after invalidating it](https://github.com/rust-lang/rust/pull/85610)
## Scientific papers employing Miri
* [Stacked Borrows: An Aliasing Model for Rust](https://plv.mpi-sws.org/rustbelt/stacked-borrows/)
* [Using Lightweight Formal Methods to Validate a Key-Value Storage Node in Amazon S3](https://www.amazon.science/publications/using-lightweight-formal-methods-to-validate-a-key-value-storage-node-in-amazon-s3)
* [SyRust: Automatic Testing of Rust Libraries with Semantic-Aware Program Synthesis](https://dl.acm.org/doi/10.1145/3453483.3454084)
## License
Licensed under either of
* Apache License, Version 2.0 ([LICENSE-APACHE](LICENSE-APACHE) or
http://www.apache.org/licenses/LICENSE-2.0)
* MIT license ([LICENSE-MIT](LICENSE-MIT) or
http://opensource.org/licenses/MIT)
at your option.
### Contribution
Unless you explicitly state otherwise, any contribution intentionally submitted
for inclusion in the work by you shall be dual licensed as above, without any
additional terms or conditions.
", Assign "at most 3 tags" to the expected json: {"id":"4156","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"