## Summary
This PR adds support for a pragma-style header for inline parser tests
containing JSON-serialized `ParseOptions`. For example,
```python
# parse_options: { "target-version": "3.9" }
match 2:
case 1:
pass
```
The line must start with `# parse_options: ` and then the rest of the
(trimmed) line is deserialized into `ParseOptions` used for parsing the
the test.
## Test Plan
Existing inline tests, plus two new inline tests for
`match-before-py310`.
---------
Co-authored-by: Alex Waygood <alex.waygood@gmail.com>
## Summary
Currently, the log messages emitted by the server includes multiple
information which isn't really required most of the time.
Here's the current format:
```
0.000755625s DEBUG main ruff_server::session::index::ruff_settings: Indexing settings for workspace: /Users/dhruv/playground/ruff
0.016334666s DEBUG ThreadId(10) ruff_server::session::index::ruff_settings: Ignored path via `exclude`: /Users/dhruv/playground/ruff/.vscode
0.019954541s INFO main ruff_server::session::index: Registering workspace: /Users/dhruv/playground/ruff
0.020160416s TRACE ruff:main notification{method="textDocument/didOpen"}: ruff_server::server::api: enter
0.020209625s TRACE ruff:worker:0 request{id=1 method="textDocument/diagnostic"}: ruff_server::server::api: enter
0.020228166s DEBUG ruff:worker:0 request{id=1 method="textDocument/diagnostic"}: ruff_server::resolve: Included path via `include`: /Users/dhruv/playground/ruff/lsp/test.py
0.020359833s INFO ruff:main ruff_server::server: Configuration file watcher successfully registered
```
This PR updates the following:
* Uses current timestamp (same as red-knot) for all log levels instead
of the uptime value
* Includes the target and thread names only at the trace level
What this means is that the message is reduced to only important
information at DEBUG level:
```
2025-02-26 11:35:02.198375000 DEBUG Indexing settings for workspace: /Users/dhruv/playground/ruff
2025-02-26 11:35:02.209933000 DEBUG Ignored path via `exclude`: /Users/dhruv/playground/ruff/.vscode
2025-02-26 11:35:02.217165000 INFO Registering workspace: /Users/dhruv/playground/ruff
2025-02-26 11:35:02.217631000 DEBUG Included path via `include`: /Users/dhruv/playground/ruff/lsp/test.py
2025-02-26 11:35:02.217684000 INFO Configuration file watcher successfully registered
```
while still showing the other information (thread names and target) at
trace level:
```
2025-02-26 11:35:27.819617000 DEBUG main ruff_server::session::index::ruff_settings: Indexing settings for workspace: /Users/dhruv/playground/ruff
2025-02-26 11:35:27.830500000 DEBUG ThreadId(11) ruff_server::session::index::ruff_settings: Ignored path via `exclude`: /Users/dhruv/playground/ruff/.vscode
2025-02-26 11:35:27.837212000 INFO main ruff_server::session::index: Registering workspace: /Users/dhruv/playground/ruff
2025-02-26 11:35:27.837714000 TRACE ruff:main notification{method="textDocument/didOpen"}: ruff_server::server::api: enter
2025-02-26 11:35:27.838019000 INFO ruff:main ruff_server::server: Configuration file watcher successfully registered
2025-02-26 11:35:27.838084000 TRACE ruff:worker:1 request{id=1 method="textDocument/diagnostic"}: ruff_server::server::api: enter
2025-02-26 11:35:27.838205000 DEBUG ruff:worker:1 request{id=1 method="textDocument/diagnostic"}: ruff_server::resolve: Included path via `include`: /Users/dhruv/playground/ruff/lsp/test.py
```
## Summary
[Internal design
document](https://www.notion.so/astral-sh/In-editor-settings-19e48797e1ca807fa8c2c91b689d9070?pvs=4)
This PR expands `ruff.configuration` to allow inline configuration
directly in the editor. For example:
```json
{
"ruff.configuration": {
"line-length": 100,
"lint": {
"unfixable": ["F401"],
"flake8-tidy-imports": {
"banned-api": {
"typing.TypedDict": {
"msg": "Use `typing_extensions.TypedDict` instead"
}
}
}
},
"format": {
"quote-style": "single"
}
}
}
```
This means that now `ruff.configuration` accepts either a path to
configuration file or the raw config itself. It's _mostly_ similar to
`--config` with one difference that's highlighted in the following
section. So, it can be said that the format of `ruff.configuration` when
provided the config map is same as the one on the [playground] [^1].
## Limitations
<details><summary><b>Casing (<code>kebab-case</code> v/s/
<code>camelCase</code>)</b></summary>
<p>
The config keys needs to be in `kebab-case` instead of `camelCase` which
is being used for other settings in the editor.
This could be a bit confusing. For example, the `line-length` option can
be set directly via an editor setting or can be configured via
`ruff.configuration`:
```json
{
"ruff.configuration": {
"line-length": 100
},
"ruff.lineLength": 120
}
```
#### Possible solution
We could use feature flag with [conditional
compilation](https://doc.rust-lang.org/reference/conditional-compilation.html#the-cfg_attr-attribute)
to indicate that when used in `ruff_server`, we need the `Options`
fields to be renamed as `camelCase` while for other crates it needs to
be renamed as `kebab-case`. But, this might not work very easily because
it will require wrapping the `Options` struct and create two structs in
which we'll have to add `#[cfg_attr(...)]` because otherwise `serde`
will complain:
```
error: duplicate serde attribute `rename_all`
--> crates/ruff_workspace/src/options.rs:43:38
|
43 | #[cfg_attr(feature = "editor", serde(rename_all = "camelCase"))]
| ^^^^^^^^^^
```
</p>
</details>
<details><summary><b>Nesting (flat v/s nested keys)</b></summary>
<p>
This is the major difference between `--config` flag on the command-line
v/s `ruff.configuration` and it makes it such that `ruff.configuration`
has same value format as [playground] [^1].
The config keys needs to be split up into keys which can result in
nested structure instead of flat structure:
So, the following **won't work**:
```json
{
"ruff.configuration": {
"format.quote-style": "single",
"lint.flake8-tidy-imports.banned-api.\"typing.TypedDict\".msg": "Use `typing_extensions.TypedDict` instead"
}
}
```
But, instead it would need to be split up like the following:
```json
{
"ruff.configuration": {
"format": {
"quote-style": "single"
},
"lint": {
"flake8-tidy-imports": {
"banned-api": {
"typing.TypedDict": {
"msg": "Use `typing_extensions.TypedDict` instead"
}
}
}
}
}
}
```
#### Possible solution (1)
The way we could solve this and make it same as `--config` would be to
add a manual logic of converting the JSON map into an equivalent TOML
string which would be then parsed into `Options`.
So, the following JSON map:
```json
{ "lint.flake8-tidy-imports": { "banned-api": {"\"typing.TypedDict\".msg": "Use typing_extensions.TypedDict instead"}}}
```
would need to be converted into the following TOML string:
```toml
lint.flake8-tidy-imports = { banned-api = { "typing.TypedDict".msg = "Use typing_extensions.TypedDict instead" } }
```
by recursively convering `"key": value` into `key = value` which is to
remove the quotes from key and replacing `:` with `=`.
#### Possible solution (2)
Another would be to just accept `Map<String, String>` strictly and
convert it into `key = value` and then parse it as a TOML string. This
would also match `--config` but quotes might become a nuisance because
JSON only allows double quotes and so it'll require escaping any inner
quotes or use single quotes.
</p>
</details>
## Test Plan
### VS Code
**Requires https://github.com/astral-sh/ruff-vscode/pull/702**
**`settings.json`**:
```json
{
"ruff.lint.extendSelect": ["TID"],
"ruff.configuration": {
"line-length": 50,
"format": {
"quote-style": "single"
},
"lint": {
"unfixable": ["F401"],
"flake8-tidy-imports": {
"banned-api": {
"typing.TypedDict": {
"msg": "Use `typing_extensions.TypedDict` instead"
}
}
}
}
}
}
```
Following video showcases me doing the following:
1. Check diagnostics that it includes `TID`
2. Run `Ruff: Fix all auto-fixable problems` to test `unfixable`
3. Run `Format: Document` to test `line-length` and `quote-style`
https://github.com/user-attachments/assets/0a38176f-3fb0-4960-a213-73b2ea5b1180
### Neovim
**`init.lua`**:
```lua
require('lspconfig').ruff.setup {
init_options = {
settings = {
lint = {
extendSelect = { 'TID' },
},
configuration = {
['line-length'] = 50,
format = {
['quote-style'] = 'single',
},
lint = {
unfixable = { 'F401' },
['flake8-tidy-imports'] = {
['banned-api'] = {
['typing.TypedDict'] = {
msg = 'Use typing_extensions.TypedDict instead',
},
},
},
},
},
},
},
}
```
Same steps as in the VS Code test:
https://github.com/user-attachments/assets/cfe49a9b-9a89-43d7-94f2-7f565d6e3c9d
## Documentation Preview
https://github.com/user-attachments/assets/e0062f58-6ec8-4e01-889d-fac76fd8b3c7
[playground]: https://play.ruff.rs
[^1]: This has one advantage that the value can be copy-pasted directly
into the playground
This PR contains the following updates:
| Package | Type | Update | Change |
|---|---|---|---|
| [clap](https://redirect.github.com/clap-rs/clap) |
workspace.dependencies | patch | `4.5.29` -> `4.5.30` |
---
> [!WARNING]
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---
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###
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[Compare
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##### Fixes
- *(assert)* Allow `num_args(0..=1)` to be used with `SetTrue`
- *(assert)* Clean up rendering of `takes_values` assertions
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- Fix build with `windows-sys` 0.52. Unfortunately, we have no CI for
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Update to latest Salsa main branch. This provides a point of comparison
for the perf impact of fixpoint iteration, which is based on latest
Salsa main.
This requires an update to the locked version of our boxcar dep, since
Salsa now depends on a newer version of boxcar.
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| Package | Type | Update | Change |
|---|---|---|---|
| [tempfile](https://stebalien.com/projects/tempfile-rs/)
([source](https://redirect.github.com/Stebalien/tempfile)) |
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- Make sure to use absolute paths in when creating unnamed temporary
files (avoids a small race in the "immediate unlink" logic) and in
`Builder::make_in` (when creating temporary files of arbitrary types).
- Prevent a theoretical crash that could (maybe) happen when a temporary
file is created from a drop function run in a TLS destructor. Nobody has
actually reported a case of this happening in practice and I have been
unable to create this scenario in a test.
- When reseeding with `getrandom`, use platform (e.g., CPU) specific
randomness sources where possible.
- Clarify some documentation.
- Unlink unnamed temporary files on windows *immediately* when possible
instead of waiting for the handle to be closed. We open files with
"Unix" semantics, so this is generally possible.
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Co-authored-by: Micha Reiser <micha@reiser.io>
This PR contains the following updates:
| Package | Type | Update | Change |
|---|---|---|---|
| [strum](https://redirect.github.com/Peternator7/strum) |
workspace.dependencies | patch | `0.27.0` -> `0.27.1` |
---
> [!WARNING]
> Some dependencies could not be looked up. Check the Dependency
Dashboard for more information.
---
### Release Notes
<details>
<summary>Peternator7/strum (strum)</summary>
###
[`v0.27.1`](https://redirect.github.com/Peternator7/strum/blob/HEAD/CHANGELOG.md#0271)
[Compare
Source](https://redirect.github.com/Peternator7/strum/compare/v0.27.0...v0.27.1)
- [#​414](https://redirect.github.com/Peternator7/strum/pull/414):
Fix docrs build error.
- [#​417](https://redirect.github.com/Peternator7/strum/pull/417):
Mention `parse_error_ty` and `parse_error_fn` that had been
left out of the docs accidentally.
-
[#​421](https://redirect.github.com/Peternator7/strum/pull/421)[#​331](https://redirect.github.com/Peternator7/strum/pull/331):
Implement
`#[strum(transparent)]` attribute on `IntoStaticStr`, `Display` and
`AsRefStr` that forwards the implmenentation to
the inner value. Note that for static strings, the inner value must be
convertible to an `&'static str`.
```rust
#[derive(strum::Display)]
enum SurveyResponse {
Yes,
No,
#[strum(transparent)]
Other(String)
}
fn main() {
let response = SurveyResponse::Other("It was good".into());
println!("Question: Did you have fun?");
println!("Answer: {}", response);
// prints: Answer: It was good
}
```
</details>
---
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This PR contains the following updates:
| Package | Type | Update | Change |
|---|---|---|---|
| [clap](https://redirect.github.com/clap-rs/clap) |
workspace.dependencies | patch | `4.5.28` -> `4.5.29` |
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<summary>clap-rs/clap (clap)</summary>
###
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[Compare
Source](https://redirect.github.com/clap-rs/clap/compare/v4.5.28...v4.5.29)
##### Fixes
- Change `ArgMatches::args_present` so not-present flags are considered
not-present (matching the documentation)
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This PR contains the following updates:
| Package | Type | Update | Change |
|---|---|---|---|
| [strum_macros](https://redirect.github.com/Peternator7/strum) |
workspace.dependencies | patch | `0.27.0` -> `0.27.1` |
---
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### Release Notes
<details>
<summary>Peternator7/strum (strum_macros)</summary>
###
[`v0.27.1`](https://redirect.github.com/Peternator7/strum/blob/HEAD/CHANGELOG.md#0271)
[Compare
Source](https://redirect.github.com/Peternator7/strum/compare/v0.27.0...v0.27.1)
- [#​414](https://redirect.github.com/Peternator7/strum/pull/414):
Fix docrs build error.
- [#​417](https://redirect.github.com/Peternator7/strum/pull/417):
Mention `parse_error_ty` and `parse_error_fn` that had been
left out of the docs accidentally.
-
[#​421](https://redirect.github.com/Peternator7/strum/pull/421)[#​331](https://redirect.github.com/Peternator7/strum/pull/331):
Implement
`#[strum(transparent)]` attribute on `IntoStaticStr`, `Display` and
`AsRefStr` that forwards the implmenentation to
the inner value. Note that for static strings, the inner value must be
convertible to an `&'static str`.
```rust
#[derive(strum::Display)]
enum SurveyResponse {
Yes,
No,
#[strum(transparent)]
Other(String)
}
fn main() {
let response = SurveyResponse::Other("It was good".into());
println!("Question: Did you have fun?");
println!("Answer: {}", response);
// prints: Answer: It was good
}
```
</details>
---
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## Summary
This PR moves the `PythonVersion` struct from the
`red_knot_python_semantic` crate to the `ruff_python_ast` crate so that
it can be used more easily in the syntax error detection work. Compared
to that [prototype](https://github.com/astral-sh/ruff/pull/16090/) these
changes reduce us from 2 `PythonVersion` structs to 1.
This does not unify any of the `PythonVersion` *enums*, but I hope to
make some progress on that in a follow-up.
## Test Plan
Existing tests, this should not change any external behavior.
---------
Co-authored-by: Alex Waygood <Alex.Waygood@Gmail.com>
For now, the only thing one can configure is whether color is enabled or
not. This avoids needing to ask the `colored` crate whether colors have
been globally enabled or disabled. And, more crucially, avoids the need
to _set_ this global flag for testing diagnostic output. Doing so can
have unintended consequences, as outlined in #16115.
Fixes#16115
## Summary
Transition to using coarse-grained tracked structs (depends on
https://github.com/salsa-rs/salsa/pull/657). For now, this PR doesn't
add any `#[tracked]` fields, meaning that any changes cause the entire
struct to be invalidated. It also changes `AstNodeRef` to be
compared/hashed by pointer address, instead of performing a deep AST
comparison.
## Test Plan
This yields a 10-15% improvement on my machine (though weirdly some runs
were 5-10% without being flagged as inconsistent by criterion, is there
some non-determinism involved?). It's possible that some of this is
unrelated, I'll try applying the patch to the current salsa version to
make sure.
---------
Co-authored-by: Micha Reiser <micha@reiser.io>
## Summary
This PR adds a new `user_configuration_directory` method to `System`. We
need it to resolve where to lookup a user-level `knot.toml`
configuration file.
The method belongs to `System` because not all platforms have a
convention of where to store such configuration files (e.g. wasm).
I refactored `TestSystem` to be a simple wrapper around an `Arc<dyn
System...>` and use the `System.as_any` method instead to cast it down
to an `InMemory` system. I also removed some `System` specific methods
from `InMemoryFileSystem`, they don't belong there.
This PR removes the `os` feature as a default feature from `ruff_db`.
Most crates depending on `ruff_db` don't need it because they only
depend on `System` or only depend on `os` for testing. This was
necessary to fix a compile error with `red_knot_wasm`
## Test Plan
I'll make use of the method in my next PR. So I guess we won't know if
it works before then but I copied the code from Ruff/uv, so I have high
confidence that it is correct.
`cargo test`
This PR contains the following updates:
| Package | Type | Update | Change |
|---|---|---|---|
| [rustc-hash](https://redirect.github.com/rust-lang/rustc-hash) |
workspace.dependencies | patch | `2.1.0` -> `2.1.1` |
---
> [!WARNING]
> Some dependencies could not be looked up. Check the Dependency
Dashboard for more information.
---
### Release Notes
<details>
<summary>rust-lang/rustc-hash (rustc-hash)</summary>
###
[`v2.1.1`](https://redirect.github.com/rust-lang/rustc-hash/blob/HEAD/CHANGELOG.md#211)
[Compare
Source](https://redirect.github.com/rust-lang/rustc-hash/compare/v2.1.0...v2.1.1)
- Change the internal algorithm to better accomodate large hashmaps.
This mitigates a [regression with 2.0 in
rustc](https://redirect.github.com/rust-lang/rust/issues/135477).
See [PR#55](https://redirect.github.com/rust-lang/rustc-hash/pull/55)
for more details on the change (this PR was not merged).
This problem might be improved with changes to hashbrown in the future.
#### 2.1.0
- Implement `Clone` for `FxRandomState`
- Implement `Clone` for `FxSeededState`
- Use SPDX license expression in license field
#### 2.0.0
- Replace hash with faster and better finalized hash.
This replaces the previous "fxhash" algorithm originating in Firefox
with a custom hasher designed and implemented by Orson Peters
([`@orlp`](https://redirect.github.com/orlp)).
It was measured to have slightly better performance for rustc, has
better theoretical properties
and also includes a significantly better string hasher.
- Fix `no_std` builds
#### 1.2.0 (**YANKED**)
**Note: This version has been yanked due to issues with the `no_std`
feature!**
- Add a `FxBuildHasher` unit struct
- Improve documentation
- Add seed API for supplying custom seeds other than 0
- Add `FxRandomState` based on `rand` (behind the `rand` feature) for
random seeds
- Make many functions `const fn`
- Implement `Clone` for `FxHasher` struct
</details>
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## Summary
Adds a JSON schema generation step for Red Knot. This PR doesn't yet add
a publishing step because it's still a bit early for that
## Test plan
I tested the schema in Zed, VS Code and PyCharm:
* PyCharm: You have to manually add a schema mapping (settings JSON
Schema Mappings)
* Zed and VS code support the inline schema specification
```toml
#:schema /Users/micha/astral/ruff/knot.schema.json
[environment]
extra-paths = []
[rules]
call-possibly-unbound-method = "error"
unknown-rule = "error"
# duplicate-base = "error"
```
```json
{
"$schema": "file:///Users/micha/astral/ruff/knot.schema.json",
"environment": {
"python-version": "3.13",
"python-platform": "linux2"
},
"rules": {
"unknown-rule": "error"
}
}
```
https://github.com/user-attachments/assets/a18fcd96-7cbe-4110-985b-9f1935584411
The Schema overall works but all editors have their own quirks:
* PyCharm: Hovering a name always shows the section description instead
of the description of the specific setting. But it's the same for other
settings in `pyproject.toml` files 🤷
* VS Code (JSON): Using the generated schema in a JSON file gives
exactly the experience I want
* VS Code (TOML):
* Properties with multiple possible values are repeated during
auto-completion without giving any hint how they're different. 
* The property description mushes together the description of the
property and the value, which looks sort of ridiculous. 
* Autocompletion and documentation hovering works (except the
limitations mentioned above)
* Zed:
* Very similar to VS Code with the exception that it uses the
description attribute to distinguish settings with multiple possible
values 
I don't think there's much we can do here other than hope (or help)
editors improve their auto completion. The same short comings also apply
to ruff, so this isn't something new. For now, I think this is good
enough
## Summary
Allow for literate style in Markdown tests and merge multiple (unnamed)
code blocks into a single embedded file.
closes#15941
## Test Plan
- Interactively made sure that error-lines were reported correctly in
multi-snippet sections.
This ties together everything from the previous commits.
Some interesting bits here are how the snapshot is generated
(where we include relevant info to make it easier to review
the snapshots) and also a tweak to how inline assertions are
processed.
This commit also includes some example snapshots just to get
a sense of what they look like. Follow-up work should add
more of these I think.
## Summary
This is a follow-up to #15726, #15778, and #15794 to preserve the triple
quote and prefix flags in plain strings, bytestrings, and f-strings.
I also added a `StringLiteralFlags::without_triple_quotes` method to
avoid passing along triple quotes in rules like SIM905 where it might
not make sense, as discussed
[here](https://github.com/astral-sh/ruff/pull/15726#discussion_r1930532426).
## Test Plan
Existing tests, plus many new cases in the `generator::tests::quote`
test that should cover all combinations of quotes and prefixes, at least
for simple string bodies.
Closes#7799 when combined with #15694, #15726, #15778, and #15794.
---------
Co-authored-by: Alex Waygood <Alex.Waygood@Gmail.com>
This PR contains the following updates:
| Package | Type | Update | Change |
|---|---|---|---|
| [imara-diff](https://redirect.github.com/pascalkuthe/imara-diff) |
workspace.dependencies | patch | `0.1.7` -> `0.1.8` |
---
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### Release Notes
<details>
<summary>pascalkuthe/imara-diff (imara-diff)</summary>
###
[`v0.1.8`](https://redirect.github.com/pascalkuthe/imara-diff/blob/HEAD/CHANGELOG.md#018---2025-2-1)
[Compare
Source](https://redirect.github.com/pascalkuthe/imara-diff/compare/v0.1.7...v0.1.8)
##### Changed
- update MSRV to 1.71
- drop ahash dependency in favour of hashbrowns default hasher
(foldhash)
##### Fixed
- incomplete documentation for sink and interner
</details>
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This PR contains the following updates:
| Package | Type | Update | Change |
|---|---|---|---|
| [serde_json](https://redirect.github.com/serde-rs/json) |
workspace.dependencies | patch | `1.0.137` -> `1.0.138` |
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###
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- Documentation improvements
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This PR contains the following updates:
| Package | Type | Update | Change |
|---|---|---|---|
| [syn](https://redirect.github.com/dtolnay/syn) |
workspace.dependencies | patch | `2.0.96` -> `2.0.98` |
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###
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[Compare
Source](https://redirect.github.com/dtolnay/syn/compare/2.0.97...2.0.98)
- Allow lifetimes in function pointer return values in
`ParseStream::call` and `Punctuated` parsers
([#​1847](https://redirect.github.com/dtolnay/syn/issues/1847))
###
[`v2.0.97`](https://redirect.github.com/dtolnay/syn/releases/tag/2.0.97)
[Compare
Source](https://redirect.github.com/dtolnay/syn/compare/2.0.96...2.0.97)
- Documentation improvements
</details>
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This PR contains the following updates:
| Package | Type | Update | Change |
|---|---|---|---|
| [unicode-ident](https://redirect.github.com/dtolnay/unicode-ident) |
workspace.dependencies | patch | `1.0.15` -> `1.0.16` |
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###
[`v1.0.16`](https://redirect.github.com/dtolnay/unicode-ident/releases/tag/1.0.16)
[Compare
Source](https://redirect.github.com/dtolnay/unicode-ident/compare/1.0.15...1.0.16)
- Update `rand` dev dependency to 0.9
([#​29](https://redirect.github.com/dtolnay/unicode-ident/issues/29))
</details>
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This PR contains the following updates:
| Package | Type | Update | Change |
|---|---|---|---|
| [tempfile](https://stebalien.com/projects/tempfile-rs/)
([source](https://redirect.github.com/Stebalien/tempfile)) |
workspace.dependencies | minor | `3.15.0` -> `3.16.0` |
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<details>
<summary>Stebalien/tempfile (tempfile)</summary>
###
[`v3.16.0`](https://redirect.github.com/Stebalien/tempfile/blob/HEAD/CHANGELOG.md#3160)
[Compare
Source](https://redirect.github.com/Stebalien/tempfile/compare/v3.15.0...v3.16.0)
- Update `getrandom` to `0.3.0` (thanks to
[@​paolobarbolini](https://redirect.github.com/paolobarbolini)).
- Allow `windows-sys` versions `0.59.x` in addition to `0.59.0` (thanks
[@​ErichDonGubler](https://redirect.github.com/ErichDonGubler)).
- Improved security documentation (thanks to
[@​n0toose](https://redirect.github.com/n0toose) for collaborating
with me on this).
</details>
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