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[ty] LSP Benchmarks (#21625)

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Micha Reiser 2025-12-01 12:33:53 +01:00 committed by GitHub
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50
scripts/ty_benchmark/README.md
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@ -12,6 +12,56 @@
Requires hyperfine 1.20 or newer.
## Benchmarks
### Cold check time
Run with:
```shell
uv run --python 3.14 benchmark
```
Measures how long it takes to type check a project without a pre-existing cache.
You can run the benchmark with `--single-threaded` to measure the check time when using a single thread only.
### Warm check time
Run with:
```shell
uv run --python 3.14 benchmark --warm
```
Measures how long it takes to recheck a project if there were no changes.
> **Note**: Of the benchmarked type checkers, only mypy supports caching.
### LSP: Time to first diagnostic
Measures how long it takes for a newly started LSP to return the diagnostics for the files open in the editor.
Run with:
```bash
uv run --python 3.14 pytest src/benchmark/test_lsp_diagnostics.py::test_fetch_diagnostics
```
**Note**: Use `-v -s` to see the set of diagnostics returned by each type checker.
### LSP: Re-check time
Measure how long it takes to recheck all open files after making a single change in a file.
Run with:
```bash
uv run --python 3.14 pytest src/benchmark/test_lsp_diagnostics.py::test_incremental_edit
```
> **Note**: This benchmark uses [pull diagnostics](https://microsoft.github.io/language-server-protocol/specifications/lsp/3.17/specification/#textDocument_pullDiagnostics) for type checkers that support this operation (ty), and falls back to [publish diagnostics](https://microsoft.github.io/language-server-protocol/specifications/lsp/3.17/specification/#textDocument_publishDiagnostics) otherwise (Pyright, Pyrefly).
## Known limitations
The tested type checkers implement Python's type system to varying degrees and

8
scripts/ty_benchmark/pyproject.toml
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@ -2,14 +2,18 @@
name = "ty_benchmark"
version = "0.0.1"
description = "Package for running end-to-end ty benchmarks"
requires-python = ">=3.12"
requires-python = ">=3.14"
dependencies = [
# mypy is missing here because we need to install it into the project's virtual environment
# for plugins to work. See `Venv.install`.
# Pyright is missing because we install it with `npm` to avoid measuring the overhead
# of the Python wrapper script (that lazily installs Pyright).
"mslex>=1.3.0",
"pyrefly>=0.41.3",
"pyrefly>=0.43.1",
"pytest-benchmark>=4.0.0",
"pytest>=8.0.0",
"pygls>=2.0.0",
"lsprotocol>=2025.0.0",
]
[project.scripts]

5
scripts/ty_benchmark/snapshots/black_ty.txt
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@ -18,10 +18,9 @@ src/black/linegen.py:1757:25: warning[possibly-missing-attribute] Attribute `val
src/black/linegen.py:1795:13: error[invalid-assignment] Object of type `Literal[""]` is not assignable to attribute `value` on type `Node | Leaf`
src/black/linegen.py:1796:13: error[invalid-assignment] Object of type `Literal[""]` is not assignable to attribute `value` on type `Node | Leaf`
src/black/nodes.py:746:32: warning[possibly-missing-attribute] Attribute `value` may be missing on object of type `Leaf | Node`
src/black/rusty.py:28:23: error[invalid-argument-type] Argument to class `Err` is incorrect: Expected `Exception`, found `typing.TypeVar`
src/black/rusty.py:28:27: error[invalid-type-arguments] Type `typing.TypeVar` is not assignable to upper bound `Exception` of type variable `E@Err`
src/blib2to3/pgen2/conv.py:35:6: error[unresolved-import] Cannot resolve imported module `pgen2`
src/blib2to3/pgen2/conv.py:77:34: warning[possibly-missing-attribute] Attribute `groups` may be missing on object of type `Match[str] | None`
src/blib2to3/pgen2/grammar.py:151:16: error[invalid-return-type] Return type does not match returned value: expected `_P@copy`, found `Grammar`
src/blib2to3/pgen2/parse.py:367:13: warning[possibly-missing-attribute] Attribute `append` may be missing on object of type `list[Node | Leaf] | None`
src/blib2to3/pytree.py:149:13: error[unresolved-attribute] Unresolved attribute `parent` on type `object`.
Found 26 diagnostics
Found 25 diagnostics

12
scripts/ty_benchmark/snapshots/discord.py_Pyrefly.txt
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@ -6,9 +6,6 @@ ERROR discord/abc.py:1031:72-81: Argument `int` is not assignable to parameter `
ERROR discord/abc.py:1052:64-79: Argument `int` is not assignable to parameter `channel_type` with type `Literal[0, 1, 2, 3, 4, 5, 6, 10, 11, 12, 13, 15, 16]` in function `discord.http.HTTPClient.create_channel` [bad-argument-type]
ERROR discord/abc.py:1224:25-37: Object of class `NoneType` has no attribute `id` [missing-attribute]
ERROR discord/abc.py:1357:25-67: Argument `int | None` is not assignable to parameter `target_type` with type `Literal[1, 2] | None` in function `discord.http.HTTPClient.create_invite` [bad-argument-type]
ERROR discord/abc.py:1808:30-32: Invalid key for TypedDict `ChannelPins`, got `Literal[-1]` [bad-typed-dict-key]
ERROR discord/abc.py:1815:33-40: No matching overload found for function `reversed.__new__` called with arguments: (type[reversed[_T]], list[TypedDict[MessagePin]] | TypedDict[ChannelPins]) [no-matching-overload]
ERROR discord/abc.py:1818:39-44: Argument `list[TypedDict[MessagePin]] | reversed[Unknown] | TypedDict[ChannelPins]` is not assignable to parameter `iterable` with type `Iterable[TypedDict[MessagePin]]` in function `enumerate.__new__` [bad-argument-type]
ERROR discord/abc.py:1821:23-30: Type of yielded value `Message` is not assignable to declared return type `PinnedMessage` [invalid-yield]
ERROR discord/abc.py:2091:51-62: Default `type[VoiceClient]` is not assignable to parameter `cls` with type `(Client, Connectable) -> T` [bad-function-definition]
ERROR discord/activity.py:286:9-16: Class member `Activity.to_dict` overrides parent class `BaseActivity` in an inconsistent manner [bad-override]
@ -196,7 +193,6 @@ ERROR discord/ext/commands/converter.py:402:47-54: Argument `(CategoryChannel &
ERROR discord/ext/commands/converter.py:1119:9-26: Class member `Greedy.__class_getitem__` overrides parent class `list` in an inconsistent manner [bad-override]
ERROR discord/ext/commands/converter.py:1128:31-35: Expected a type form, got instance of `tuple[()] | Any` [not-a-type]
ERROR discord/ext/commands/converter.py:1280:52-59: Expected class object, got `type[Generic]` [invalid-argument]
ERROR discord/ext/commands/converter.py:1326:39-41: Cannot instantiate `Converter` because it is a protocol [bad-instantiation]
ERROR discord/ext/commands/cooldowns.py:171:9-22: Class member `DynamicCooldownMapping.create_bucket` overrides parent class `CooldownMapping` in an inconsistent manner [bad-override]
ERROR discord/ext/commands/core.py:462:22-46: Object of class `FunctionType` has no attribute `__commands_checks__` [missing-attribute]
ERROR discord/ext/commands/core.py:470:24-50: Object of class `FunctionType` has no attribute `__commands_cooldown__` [missing-attribute]
@ -271,7 +267,6 @@ ERROR discord/ext/commands/hybrid.py:61:9-20: Class member `_HybridCommandDecora
ERROR discord/ext/commands/hybrid.py:69:9-20: Class member `_HybridGroupKwargs.description` overrides parent class `_HybridCommandDecoratorKwargs` in an inconsistent manner [bad-override]
ERROR discord/ext/commands/hybrid.py:73:9-20: Class member `_HybridGroupDecoratorKwargs.description` overrides parent class `_HybridGroupKwargs` in an inconsistent manner [bad-override]
ERROR discord/ext/commands/hybrid.py:113:9-18: Class member `_CallableDefault.__class__` overrides parent class `object` in an inconsistent manner [bad-override]
ERROR discord/ext/commands/hybrid.py:156:43-45: Cannot instantiate `Converter` because it is a protocol [bad-instantiation]
ERROR discord/ext/commands/hybrid.py:232:13-45: Object of class `FunctionType` has no attribute `__hybrid_command_flag__` [missing-attribute]
ERROR discord/ext/commands/hybrid.py:273:63-100: Expected a type form, got instance of `ConverterTransformer` [not-a-type]
ERROR discord/ext/commands/hybrid.py:328:9-39: Object of class `FunctionType` has no attribute `__signature__` [missing-attribute]
@ -313,7 +308,6 @@ ERROR discord/flags.py:1784:9-20: Class member `ArrayFlags._from_value` override
ERROR discord/flags.py:1881:9-17: Class member `AutoModPresets.to_array` overrides parent class `ArrayFlags` in an inconsistent manner [bad-override]
ERROR discord/gateway.py:137:48-57: Multiple values for argument `name` in function `threading.Thread.__init__` [bad-keyword-argument]
ERROR discord/gateway.py:218:9-11: Class member `VoiceKeepAliveHandler.ws` overrides parent class `KeepAliveHandler` in an inconsistent manner [bad-override]
ERROR discord/gateway.py:336:92-94: Cannot instantiate `_DecompressionContext` because it is a protocol [bad-instantiation]
ERROR discord/gateway.py:466:13-34: Cannot set item in `int` [unsupported-operation]
ERROR discord/gateway.py:466:37-70: Cannot set item in `dict[str, bool | dict[str, str] | int | str | None]` [unsupported-operation]
ERROR discord/gateway.py:470:13-37: Cannot set item in `int` [unsupported-operation]
@ -450,8 +444,6 @@ ERROR discord/player.py:233:92-100: Object of class `NoneType` has no attribute
ERROR discord/player.py:233:102-117: Object of class `NoneType` has no attribute `returncode` [missing-attribute]
ERROR discord/player.py:331:21-44: Argument `BufferedIOBase | str` is not assignable to parameter `object` with type `str` in function `list.append` [bad-argument-type]
ERROR discord/player.py:443:21-44: Argument `BufferedIOBase | str` is not assignable to parameter `object` with type `str` in function `list.append` [bad-argument-type]
ERROR discord/player.py:591:63-100: Argument `() -> tuple[str | None, int | None] | Unknown` is not assignable to parameter `func` with type `(**tuple[*@_]) -> @_` in function `asyncio.events.AbstractEventLoop.run_in_executor` [bad-argument-type]
ERROR discord/player.py:601:67-103: Argument `() -> tuple[str | None, int | None]` is not assignable to parameter `func` with type `(**tuple[*@_]) -> @_` in function `asyncio.events.AbstractEventLoop.run_in_executor` [bad-argument-type]
ERROR discord/player.py:768:24-75: No matching overload found for function `max` called with arguments: (Literal[0], float) [no-matching-overload]
ERROR discord/poll.py:480:28-50: `int` is not assignable to TypedDict key `layout_type` with type `Literal[1]` [bad-typed-dict-key]
ERROR discord/raw_models.py:247:73-102: Type `object` is not iterable [not-iterable]
@ -594,6 +586,8 @@ ERROR discord/ui/text_display.py:72:26-33: Cannot set item in `dict[str, int | s
ERROR discord/ui/text_display.py:87:9-23: Class member `TextDisplay.from_component` overrides parent class `Item` in an inconsistent manner [bad-override]
ERROR discord/ui/text_input.py:148:14-17: Class member `TextInput.row` overrides parent class `Item` in an inconsistent manner [bad-override]
ERROR discord/ui/text_input.py:148:20-23: `int | None` is not assignable to attribute `row` with type `(self: Self@TextInput, value: int | None) -> None` [bad-assignment]
WARN discord/ui/text_input.py:190:6-11: `TextInput.label` is deprecated [deprecated]
WARN discord/ui/text_input.py:190:6-18: `TextInput.label` is deprecated [deprecated]
ERROR discord/ui/text_input.py:249:9-26: Class member `TextInput.to_component_dict` overrides parent class `Item` in an inconsistent manner [bad-override]
ERROR discord/ui/text_input.py:252:9-27: Class member `TextInput._refresh_component` overrides parent class `Item` in an inconsistent manner [bad-override]
ERROR discord/ui/text_input.py:255:9-23: Class member `TextInput._refresh_state` overrides parent class `Item` in an inconsistent manner [bad-override]
@ -653,4 +647,4 @@ ERROR discord/welcome_screen.py:104:33-48: Object of class `_EmojiTag` has no at
ERROR discord/welcome_screen.py:211:37-48: Cannot set item in `dict[str, list[Unknown]]` [unsupported-operation]
ERROR discord/welcome_screen.py:214:33-40: Cannot set item in `dict[str, list[Unknown]]` [unsupported-operation]
INFO Checking project configured at `<CWD>/pyrefly.toml`
INFO 652 errors (521 suppressed)
INFO 644 errors (522 suppressed)

129
scripts/ty_benchmark/snapshots/discord.py_ty.txt
View File

@ -1,8 +1,10 @@
discord/abc.py:1057:16: error[invalid-return-type] Return type does not match returned value: expected `Self@_clone_impl`, found `GuildChannel`
discord/abc.py:2091:9: error[invalid-parameter-default] Default value of type `<class 'VoiceClient'>` is not assignable to annotated parameter type `(Client, Connectable, /) -> T@connect`
discord/app_commands/checks.py:190:16: error[invalid-return-type] Return type does not match returned value: expected `Self@copy`, found `Cooldown`
discord/app_commands/commands.py:140:63: error[invalid-argument-type] Argument to class `Choice` is incorrect: Expected `str | int | float`, found `typing.TypeVar`
discord/app_commands/commands.py:141:55: error[invalid-argument-type] Argument to class `Choice` is incorrect: Expected `str | int | float`, found `typing.TypeVar`
discord/activity.py:286:9: error[invalid-method-override] Invalid override of method `to_dict`: Definition is incompatible with `BaseActivity.to_dict`
discord/activity.py:455:9: error[invalid-method-override] Invalid override of method `to_dict`: Definition is incompatible with `BaseActivity.to_dict`
discord/activity.py:566:9: error[invalid-method-override] Invalid override of method `to_dict`: Definition is incompatible with `BaseActivity.to_dict`
discord/activity.py:822:9: error[invalid-method-override] Invalid override of method `to_dict`: Definition is incompatible with `BaseActivity.to_dict`
discord/app_commands/commands.py:140:70: error[invalid-type-arguments] Type `typing.TypeVar` does not satisfy constraints `str`, `int`, `int | float`, `str | int | float` of type variable `ChoiceT@Choice`
discord/app_commands/commands.py:141:62: error[invalid-type-arguments] Type `typing.TypeVar` does not satisfy constraints `str`, `int`, `int | float`, `str | int | float` of type variable `ChoiceT@Choice`
discord/app_commands/commands.py:372:37: error[unresolved-attribute] Object of type `(...) -> Any` has no attribute `__qualname__`
discord/app_commands/commands.py:381:102: error[unresolved-attribute] Object of type `(...) -> Any` has no attribute `__qualname__`
discord/app_commands/commands.py:393:29: error[unresolved-attribute] Object of type `(...) -> Any` has no attribute `__discord_app_commands_param_description__`
@ -13,7 +15,6 @@ discord/app_commands/commands.py:432:38: error[unresolved-attribute] Object of t
discord/app_commands/commands.py:444:58: error[unresolved-attribute] Object of type `((Interaction[Any], Member, /) -> @Todo) | ((Interaction[Any], User, /) -> @Todo) | ((Interaction[Any], Message, /) -> @Todo)` has no attribute `__qualname__`
discord/app_commands/commands.py:450:57: error[unresolved-attribute] Object of type `((Interaction[Any], Member, /) -> @Todo) | ((Interaction[Any], User, /) -> @Todo) | ((Interaction[Any], Message, /) -> @Todo)` has no attribute `__globals__`
discord/app_commands/commands.py:450:75: error[unresolved-attribute] Object of type `((Interaction[Any], Member, /) -> @Todo) | ((Interaction[Any], User, /) -> @Todo) | ((Interaction[Any], Message, /) -> @Todo)` has no attribute `__globals__`
discord/app_commands/commands.py:456:5: error[unresolved-attribute] Unresolved attribute `__discord_app_commands_base_function__` on type `F@mark_overrideable`.
discord/app_commands/commands.py:807:19: error[missing-argument] No argument provided for required parameter `error` of function `on_error`
discord/app_commands/commands.py:807:35: error[invalid-argument-type] Argument to function `on_error` is incorrect: Expected `Group`, found `Interaction[Client]`
discord/app_commands/commands.py:807:48: error[invalid-argument-type] Argument to function `on_error` is incorrect: Expected `Interaction[Client]`, found `AppCommandError`
@ -30,7 +31,7 @@ discord/app_commands/transformers.py:110:67: error[invalid-argument-type] Argume
discord/app_commands/transformers.py:115:67: error[invalid-argument-type] Argument to bound method `_checked_translate` is incorrect: Expected `locale_str`, found `str | locale_str`
discord/app_commands/transformers.py:238:22: error[invalid-type-form] Variable of type `Self@__or__` is not allowed in a type expression
discord/app_commands/transformers.py:584:13: error[invalid-assignment] Not enough values to unpack: Expected 3
discord/app_commands/tree.py:76:10: error[invalid-argument-type] Argument to class `Interaction` is incorrect: Expected `Client`, found `typing.TypeVar`
discord/app_commands/tree.py:76:22: error[invalid-type-arguments] Type `typing.TypeVar` is not assignable to upper bound `Client` of type variable `ClientT@Interaction`
discord/app_commands/tree.py:1011:27: error[unresolved-attribute] Object of type `((Interaction[Any], Member, /) -> @Todo) | ((Interaction[Any], User, /) -> @Todo) | ((Interaction[Any], Message, /) -> @Todo)` has no attribute `__name__`
discord/app_commands/tree.py:1133:19: error[missing-argument] No argument provided for required parameter `error` of function `on_error`
discord/app_commands/tree.py:1133:33: error[invalid-argument-type] Argument to function `on_error` is incorrect: Argument type `Interaction[ClientT@CommandTree]` does not satisfy upper bound `CommandTree[ClientT@CommandTree]` of type variable `Self`
@ -44,11 +45,8 @@ discord/app_commands/tree.py:1280:9: error[unresolved-attribute] Unresolved attr
discord/app_commands/tree.py:1301:19: error[missing-argument] No argument provided for required parameter `error` of function `on_error`
discord/app_commands/tree.py:1301:33: error[invalid-argument-type] Argument to function `on_error` is incorrect: Argument type `Interaction[ClientT@CommandTree]` does not satisfy upper bound `CommandTree[ClientT@CommandTree]` of type variable `Self`
discord/app_commands/tree.py:1301:46: error[invalid-argument-type] Argument to function `on_error` is incorrect: Expected `Interaction[ClientT@CommandTree]`, found `AppCommandError`
discord/asset.py:462:16: error[invalid-return-type] Return type does not match returned value: expected `Self@replace`, found `Asset`
discord/asset.py:462:31: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `ConnectionState[Client] | _WebhookState`, found `Any | None | ConnectionState[Client] | _WebhookState`
discord/asset.py:490:16: error[invalid-return-type] Return type does not match returned value: expected `Self@with_size`, found `Asset`
discord/asset.py:490:31: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `ConnectionState[Client] | _WebhookState`, found `Any | None | ConnectionState[Client] | _WebhookState`
discord/asset.py:525:16: error[invalid-return-type] Return type does not match returned value: expected `Self@with_format`, found `Asset`
discord/asset.py:525:31: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `ConnectionState[Client] | _WebhookState`, found `Any | None | ConnectionState[Client] | _WebhookState`
discord/audit_logs.py:550:56: error[invalid-argument-type] Argument to bound method `from_data` is incorrect: Expected `int`, found `None | Unknown | int`
discord/audit_logs.py:551:55: error[invalid-argument-type] Argument to bound method `from_data` is incorrect: Expected `int`, found `None | Unknown | int`
@ -57,8 +55,13 @@ discord/automod.py:164:49: error[invalid-key] Unknown key "duration_seconds" for
discord/automod.py:165:52: error[invalid-argument-type] Argument to function `__new__` is incorrect: Expected `int | float`, found `str | int`
discord/automod.py:167:47: error[invalid-key] Unknown key "channel_id" for TypedDict `_AutoModerationActionMetadataCustomMessage`: Unknown key "channel_id"
discord/automod.py:167:47: error[invalid-key] Unknown key "channel_id" for TypedDict `_AutoModerationActionMetadataTimeout`: Unknown key "channel_id"
discord/automod.py:538:16: error[invalid-return-type] Return type does not match returned value: expected `Self@edit`, found `AutoModRule`
discord/backoff.py:63:42: error[invalid-parameter-default] Default value of type `Literal[False]` is not assignable to annotated parameter type `T@ExponentialBackoff`
discord/channel.py:374:9: error[invalid-method-override] Invalid override of method `_update`: Definition is incompatible with `GuildChannel._update`
discord/channel.py:1098:15: error[invalid-method-override] Invalid override of method `_get_channel`: Definition is incompatible with `Messageable._get_channel`
discord/channel.py:1107:9: error[invalid-method-override] Invalid override of method `_update`: Definition is incompatible with `GuildChannel._update`
discord/channel.py:1770:9: error[invalid-method-override] Invalid override of method `_update`: Definition is incompatible with `VocalGuildChannel._update`
discord/channel.py:2065:9: error[invalid-method-override] Invalid override of method `_update`: Definition is incompatible with `GuildChannel._update`
discord/channel.py:2478:9: error[invalid-method-override] Invalid override of method `_update`: Definition is incompatible with `GuildChannel._update`
discord/channel.py:3234:40: error[missing-argument] No argument provided for required parameter `data` of function `store_user`
discord/channel.py:3234:57: error[invalid-argument-type] Argument to function `store_user` is incorrect: Argument type `PartialUser` does not satisfy upper bound `ConnectionState[ClientT@ConnectionState]` of type variable `Self`
discord/channel.py:3409:40: error[missing-argument] No argument provided for required parameter `data` of function `store_user`
@ -69,8 +72,6 @@ discord/client.py:723:59: error[invalid-argument-type] Argument to bound method
discord/client.py:723:59: error[invalid-argument-type] Argument to bound method `from_client` is incorrect: Expected `bool`, found `Unknown | int | None`
discord/client.py:723:59: error[invalid-argument-type] Argument to bound method `from_client` is incorrect: Expected `str`, found `Unknown | int | None`
discord/client.py:723:59: error[invalid-argument-type] Argument to bound method `from_client` is incorrect: Expected `bool`, found `Unknown | int | None`
discord/client.py:2058:23: error[unresolved-attribute] Object of type `CoroT@event` has no attribute `__name__`
discord/client.py:2059:71: error[unresolved-attribute] Object of type `CoroT@event` has no attribute `__name__`
discord/components.py:86:9: error[invalid-type-form] Variable of type `Literal["TextDisplay"]` is not allowed in a type expression
discord/components.py:787:29: error[invalid-type-form] Variable of type `Literal["TextDisplay"]` is not allowed in a type expression
discord/components.py:1326:27: error[invalid-argument-type] Invalid argument to key "components" with declared type `list[ActionRow | TextComponent | MediaGalleryComponent | ... omitted 5 union elements]` on TypedDict `ContainerComponent`: value of type `list[ButtonComponent | SelectMenu | TextInput | ... omitted 11 union elements]`
@ -86,6 +87,7 @@ discord/components.py:1476:35: error[invalid-argument-type] Argument to bound me
discord/components.py:1478:26: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `ContainerComponent`, found `ButtonComponent | SelectMenu | TextInput | ... omitted 10 union elements`
discord/components.py:1480:31: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `LabelComponent`, found `ButtonComponent | SelectMenu | TextInput | ... omitted 10 union elements`
discord/components.py:1482:36: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `FileUploadComponent`, found `ButtonComponent | SelectMenu | TextInput | ... omitted 10 union elements`
discord/embeds.py:308:9: error[invalid-method-override] Invalid override of method `__eq__`: Definition is incompatible with `object.__eq__`
discord/emoji.py:131:42: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `ConnectionState[Client]`, found `Any | None | ConnectionState[Client]`
discord/emoji.py:186:16: warning[possibly-missing-attribute] Attribute `_get_guild` may be missing on object of type `Any | None | ConnectionState[Client]`
discord/emoji.py:225:30: warning[possibly-missing-attribute] Attribute `application_id` may be missing on object of type `Any | None | ConnectionState[Client]`
@ -101,18 +103,15 @@ discord/ext/commands/bot.py:177:9: error[invalid-parameter-default] Default valu
discord/ext/commands/bot.py:655:16: error[unresolved-attribute] Object of type `(...) -> @Todo` has no attribute `__name__`
discord/ext/commands/bot.py:681:16: error[unresolved-attribute] Object of type `(...) -> @Todo` has no attribute `__name__`
discord/ext/commands/bot.py:1546:13: error[invalid-parameter-default] Default value of type `_DefaultRepr` is not assignable to annotated parameter type `HelpCommand | None`
discord/ext/commands/cog.py:268:5: error[unresolved-attribute] Unresolved attribute `__cog_special_method__` on type `FuncT@_cog_special_method`.
discord/ext/commands/cog.py:288:28: error[invalid-argument-type] Argument to class `Command` is incorrect: Expected `Cog | None`, found `typing.Self`
discord/ext/commands/cog.py:289:58: error[invalid-argument-type] Argument to class `Command` is incorrect: Expected `Group | Cog`, found `typing.Self`
discord/ext/commands/cog.py:497:24: error[unresolved-attribute] Object of type `FuncT@_get_overridden_method` has no attribute `__func__`
discord/ext/commands/cog.py:527:13: error[invalid-assignment] Object of type `Literal[True]` is not assignable to attribute `__cog_listener__` on type `(FuncT@listener & ~staticmethod[object, object]) | ((...) -> object)`
discord/ext/commands/cog.py:528:33: error[unresolved-attribute] Object of type `(FuncT@listener & ~staticmethod[object, object]) | ((...) -> object)` has no attribute `__name__`
discord/ext/commands/cog.py:530:17: error[unresolved-attribute] Object of type `(FuncT@listener & ~staticmethod[object, object]) | ((...) -> object)` has no attribute `__cog_listener_names__`
discord/ext/commands/cog.py:532:17: error[invalid-assignment] Object of type `list[Unknown | (str & ~AlwaysFalsy)]` is not assignable to attribute `__cog_listener_names__` on type `(FuncT@listener & ~staticmethod[object, object]) | ((...) -> object)`
discord/ext/commands/cog.py:288:36: error[invalid-type-arguments] Type `typing.Self` is not assignable to upper bound `Cog | None` of type variable `CogT@Command`
discord/ext/commands/cog.py:289:79: error[invalid-type-arguments] Type `typing.Self` is not assignable to upper bound `Group | Cog` of type variable `GroupT@Command`
discord/ext/commands/context.py:411:15: error[invalid-method-override] Invalid override of method `_get_channel`: Definition is incompatible with `Messageable._get_channel`
discord/ext/commands/context.py:783:9: error[invalid-method-override] Invalid override of method `typing`: Definition is incompatible with `Messageable.typing`
discord/ext/commands/converter.py:402:39: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `TextChannel | VoiceChannel | StageChannel | ... omitted 4 union elements`, found `(VoiceChannel & ~AlwaysFalsy) | (StageChannel & ~AlwaysFalsy) | (ForumChannel & Messageable & ~AlwaysFalsy) | ... omitted 5 union elements`
discord/ext/commands/converter.py:1119:9: error[invalid-method-override] Invalid override of method `__class_getitem__`: Definition is incompatible with `list.__class_getitem__`
discord/ext/commands/converter.py:1211:89: warning[possibly-missing-attribute] Attribute `name` may be missing on object of type `Parameter | None`
discord/ext/commands/converter.py:1241:13: error[invalid-assignment] Not enough values to unpack: Expected 3
discord/ext/commands/cooldowns.py:251:16: error[invalid-return-type] Return type does not match returned value: expected `Self@copy`, found `MaxConcurrency`
discord/ext/commands/cooldowns.py:171:9: error[invalid-method-override] Invalid override of method `create_bucket`: Definition is incompatible with `CooldownMapping.create_bucket`
discord/ext/commands/core.py:141:24: error[invalid-assignment] Object of type `object` is not assignable to `(...) -> Any`
discord/ext/commands/core.py:433:38: error[unresolved-attribute] Object of type `(...) -> @Todo` has no attribute `__name__`
discord/ext/commands/core.py:462:22: error[unresolved-attribute] Object of type `(...) -> @Todo` has no attribute `__commands_checks__`
@ -121,14 +120,6 @@ discord/ext/commands/core.py:483:31: error[unresolved-attribute] Object of type
discord/ext/commands/core.py:500:29: error[unresolved-attribute] Object of type `(...) -> @Todo` has no attribute `__before_invoke__`
discord/ext/commands/core.py:508:28: error[unresolved-attribute] Object of type `(...) -> @Todo` has no attribute `__after_invoke__`
discord/ext/commands/core.py:544:24: error[unresolved-attribute] Object of type `(...) -> Any` has no attribute `__globals__`
discord/ext/commands/core.py:653:16: error[invalid-return-type] Return type does not match returned value: expected `Self@copy`, found `Command[CogT@Command, P@Command, T@Command]`
discord/ext/commands/core.py:660:20: error[invalid-return-type] Return type does not match returned value: expected `Self@_update_copy`, found `Command[CogT@Command, P@Command, T@Command]`
discord/ext/commands/core.py:680:52: warning[possibly-missing-attribute] Attribute `cog_command_error` may be missing on object of type `CogT@Command & ~None`
discord/ext/commands/core.py:919:47: warning[possibly-missing-attribute] Attribute `cog_before_invoke` may be missing on object of type `CogT@Command & ~None`
discord/ext/commands/core.py:921:23: error[invalid-argument-type] Argument to bound method `cog_before_invoke` is incorrect: Expected `Cog`, found `CogT@Command`
discord/ext/commands/core.py:939:47: warning[possibly-missing-attribute] Attribute `cog_after_invoke` may be missing on object of type `CogT@Command & ~None`
discord/ext/commands/core.py:941:23: error[invalid-argument-type] Argument to bound method `cog_after_invoke` is incorrect: Expected `Cog`, found `CogT@Command`
discord/ext/commands/core.py:1312:58: warning[possibly-missing-attribute] Attribute `cog_check` may be missing on object of type `CogT@Command & ~None`
discord/ext/commands/core.py:1552:22: error[no-matching-overload] No overload of function `command` matches arguments
discord/ext/commands/core.py:1609:22: error[no-matching-overload] No overload of function `group` matches arguments
discord/ext/commands/core.py:1942:17: error[invalid-assignment] Object of type `list[Unknown]` is not assignable to attribute `__commands_checks__` on type `((...) -> @Todo) & ~Top[Command[Unknown, object, Unknown]] & ~<Protocol with members '__commands_checks__'>`
@ -152,18 +143,23 @@ discord/ext/commands/core.py:2547:13: error[invalid-assignment] Object of type `
discord/ext/commands/core.py:2582:13: error[invalid-assignment] Object of type `MaxConcurrency` is not assignable to attribute `__commands_max_concurrency__` on type `((...) -> @Todo) & ~Top[Command[Unknown, object, Unknown]]`
discord/ext/commands/core.py:2634:13: error[invalid-assignment] Object of type `@Todo` is not assignable to attribute `__before_invoke__` on type `((...) -> @Todo) & ~Top[Command[Unknown, object, Unknown]]`
discord/ext/commands/core.py:2657:13: error[invalid-assignment] Object of type `@Todo` is not assignable to attribute `__after_invoke__` on type `((...) -> @Todo) & ~Top[Command[Unknown, object, Unknown]]`
discord/ext/commands/help.py:248:5: error[unresolved-attribute] Unresolved attribute `__help_command_not_overridden__` on type `FuncT@_not_overridden`.
discord/ext/commands/help.py:309:9: error[invalid-assignment] Implicit shadowing of function `get_commands`
discord/ext/commands/help.py:310:9: error[invalid-assignment] Implicit shadowing of function `walk_commands`
discord/ext/commands/help.py:407:16: error[invalid-return-type] Return type does not match returned value: expected `Self@copy`, found `HelpCommand`
discord/ext/commands/help.py:1255:9: error[invalid-method-override] Invalid override of method `get_destination`: Definition is incompatible with `HelpCommand.get_destination`
discord/ext/commands/help.py:1264:15: error[invalid-method-override] Invalid override of method `prepare_help_command`: Definition is incompatible with `HelpCommand.prepare_help_command`
discord/ext/commands/help.py:1520:9: error[invalid-method-override] Invalid override of method `get_destination`: Definition is incompatible with `HelpCommand.get_destination`
discord/ext/commands/help.py:1529:15: error[invalid-method-override] Invalid override of method `prepare_help_command`: Definition is incompatible with `HelpCommand.prepare_help_command`
discord/ext/commands/hybrid.py:176:49: error[unresolved-attribute] Object of type `(str, /) -> Any` has no attribute `__name__`
discord/ext/commands/hybrid.py:232:13: error[unresolved-attribute] Unresolved attribute `__hybrid_command_flag__` on type `(...) -> Any`.
discord/ext/commands/hybrid.py:328:9: error[unresolved-attribute] Unresolved attribute `__signature__` on type `(...) -> @Todo`.
discord/ext/commands/hybrid.py:338:17: error[unresolved-attribute] Object of type `(...) -> @Todo` has no attribute `__signature__`
discord/ext/commands/hybrid.py:563:9: error[invalid-method-override] Invalid override of method `_ensure_assignment_on_copy`: Definition is incompatible with `Command._ensure_assignment_on_copy`
discord/ext/commands/hybrid.py:731:9: error[invalid-method-override] Invalid override of method `_ensure_assignment_on_copy`: Definition is incompatible with `Command._ensure_assignment_on_copy`
discord/ext/commands/hybrid.py:790:9: error[invalid-method-override] Invalid override of method `add_command`: Definition is incompatible with `GroupMixin.add_command`
discord/ext/commands/parameters.py:98:9: error[invalid-parameter-default] Default value of type `<class '_empty'>` is not assignable to annotated parameter type `str`
discord/ext/commands/parameters.py:99:9: error[invalid-parameter-default] Default value of type `<class '_empty'>` is not assignable to annotated parameter type `str`
discord/ext/commands/parameters.py:100:9: error[invalid-parameter-default] Default value of type `<class '_empty'>` is not assignable to annotated parameter type `str`
discord/ext/commands/parameters.py:151:16: error[invalid-return-type] Return type does not match returned value: expected `Self@replace`, found `Parameter`
discord/ext/commands/parameters.py:115:9: error[invalid-method-override] Invalid override of method `replace`: Definition is incompatible with `inspect.Parameter.replace`
discord/ext/commands/parameters.py:219:5: error[invalid-parameter-default] Default value of type `<class '_empty'>` is not assignable to annotated parameter type `str`
discord/ext/commands/parameters.py:220:5: error[invalid-parameter-default] Default value of type `<class '_empty'>` is not assignable to annotated parameter type `str`
discord/ext/commands/parameters.py:221:5: error[invalid-parameter-default] Default value of type `<class '_empty'>` is not assignable to annotated parameter type `str`
@ -172,14 +168,11 @@ discord/ext/commands/parameters.py:279:9: error[invalid-parameter-default] Defau
discord/ext/commands/parameters.py:280:9: error[invalid-parameter-default] Default value of type `<class '_empty'>` is not assignable to annotated parameter type `str`
discord/ext/commands/view.py:151:53: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `str`, found `Unknown | str | None`
discord/ext/commands/view.py:162:57: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `str`, found `Unknown | str | None`
discord/ext/tasks/__init__.py:174:49: error[unresolved-attribute] Object of type `LF@Loop` has no attribute `__qualname__`
discord/ext/tasks/__init__.py:237:29: error[unresolved-attribute] Object of type `LF@Loop` has no attribute `__qualname__`
discord/ext/tasks/__init__.py:256:25: error[unresolved-attribute] Object of type `LF@Loop` has no attribute `__qualname__`
discord/ext/tasks/__init__.py:304:9: error[invalid-assignment] Implicit shadowing of function `_error`
discord/ext/tasks/__init__.py:305:22: error[unresolved-attribute] Object of type `LF@Loop` has no attribute `__name__`
discord/ext/tasks/__init__.py:552:75: error[unresolved-attribute] Object of type `LF@Loop` has no attribute `__name__`
discord/file.py:106:9: error[invalid-assignment] Implicit shadowing of function `close`
discord/file.py:160:9: error[invalid-assignment] Implicit shadowing of function `close`
discord/flags.py:1784:9: error[invalid-method-override] Invalid override of method `_from_value`: Definition is incompatible with `BaseFlags._from_value`
discord/flags.py:1881:9: error[invalid-method-override] Invalid override of method `to_array`: Definition is incompatible with `ArrayFlags.to_array`
discord/gateway.py:137:48: error[parameter-already-assigned] Multiple values provided for parameter `name` of bound method `__init__`
discord/gateway.py:466:13: error[invalid-assignment] Cannot assign to a subscript on an object of type `int`
discord/gateway.py:470:13: error[invalid-assignment] Cannot assign to a subscript on an object of type `int`
@ -210,12 +203,15 @@ discord/http.py:566:53: error[invalid-argument-type] Argument to bound method `w
discord/http.py:566:53: error[invalid-argument-type] Argument to bound method `ws_connect` is incorrect: Expected `int`, found `Unknown | BasicAuth | None | ... omitted 4 union elements`
discord/http.py:566:53: error[invalid-argument-type] Argument to bound method `ws_connect` is incorrect: Expected `int`, found `Unknown | BasicAuth | None | ... omitted 4 union elements`
discord/http.py:640:20: error[invalid-context-manager] Object of type `Ratelimit` cannot be used with `async with` because it does not correctly implement `__aexit__`
discord/integrations.py:200:9: error[invalid-method-override] Invalid override of method `_from_data`: Definition is incompatible with `Integration._from_data`
discord/integrations.py:359:9: error[invalid-method-override] Invalid override of method `_from_data`: Definition is incompatible with `Integration._from_data`
discord/interactions.py:229:58: error[invalid-argument-type] Argument to bound method `_from_value` is incorrect: Expected `Sequence[Literal[0, 1, 2]]`, found `list[Unknown | int]`
discord/interactions.py:250:13: error[invalid-assignment] Object of type `(Guild & ~AlwaysTruthy) | VoiceChannel | StageChannel | ... omitted 5 union elements` is not assignable to attribute `channel` of type `VoiceChannel | StageChannel | TextChannel | ... omitted 6 union elements`
discord/interactions.py:256:92: error[invalid-argument-type] Argument to bound method `format_map` is incorrect: Expected `_FormatMapMapping`, found `TextChannel | NewsChannel | VoiceChannel | ... omitted 7 union elements`
discord/interactions.py:307:16: error[invalid-return-type] Return type does not match returned value: expected `Guild | None`, found `(ConnectionState[ClientT@Interaction] & ~AlwaysTruthy & ~AlwaysFalsy) | (Guild & ~AlwaysFalsy) | Any | None`
discord/interactions.py:744:21: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `ConnectionState[Client]`, found `_InteractionMessageState`
discord/interactions.py:1401:16: error[missing-argument] No argument provided for required parameter `data` of function `store_user`
discord/interactions.py:1453:15: error[invalid-method-override] Invalid override of method `edit`: Definition is incompatible with `Message.edit`
discord/member.py:319:28: error[missing-argument] No argument provided for required parameter `data` of function `store_user`
discord/member.py:319:45: error[invalid-argument-type] Argument to function `store_user` is incorrect: Argument type `User` does not satisfy upper bound `ConnectionState[ClientT@ConnectionState]` of type variable `Self`
discord/member.py:980:91: warning[deprecated] The function `utcnow` is deprecated: Use timezone-aware objects to represent datetimes in UTC; e.g. by calling .now(datetime.timezone.utc)
@ -232,13 +228,13 @@ discord/message.py:2481:30: error[missing-argument] No argument provided for req
discord/message.py:2481:47: error[invalid-argument-type] Argument to function `store_user` is incorrect: Argument type `UserWithMember` does not satisfy upper bound `ConnectionState[ClientT@ConnectionState]` of type variable `Self`
discord/opus.py:141:48: error[unresolved-attribute] Object of type `(...) -> Unknown` has no attribute `__name__`
discord/opus.py:149:48: error[unresolved-attribute] Object of type `(...) -> Unknown` has no attribute `__name__`
discord/poll.py:592:16: error[invalid-return-type] Return type does not match returned value: expected `Self@copy`, found `Poll`
discord/presences.py:60:16: error[invalid-assignment] Object of type `(ClientStatus & ~AlwaysFalsy) | dict[Unknown, Unknown]` is not assignable to `ClientStatus`
discord/role.py:450:45: error[invalid-assignment] Object of type `list[dict[Unknown | str, Unknown] | Unknown]` is not assignable to `list[RolePositionUpdate]`
discord/role.py:700:45: error[invalid-assignment] Object of type `list[dict[Unknown | str, Unknown | int] | Unknown]` is not assignable to `list[RolePositionUpdate]`
discord/scheduled_event.py:150:40: error[missing-argument] No argument provided for required parameter `data` of function `store_user`
discord/scheduled_event.py:150:63: error[invalid-argument-type] Argument to function `store_user` is incorrect: Argument type `User & ~AlwaysFalsy` does not satisfy upper bound `ConnectionState[ClientT@ConnectionState]` of type variable `Self`
discord/scheduled_event.py:663:22: error[missing-argument] No argument provided for required parameter `data` of function `store_user`
discord/soundboard.py:208:9: error[invalid-method-override] Invalid override of method `_update`: Definition is incompatible with `BaseSoundboardSound._update`
discord/soundboard.py:232:20: warning[possibly-missing-attribute] Attribute `get_user` may be missing on object of type `Any | None | ConnectionState[Client]`
discord/soundboard.py:233:21: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `ConnectionState[Client]`, found `Any | None | ConnectionState[Client]`
discord/soundboard.py:301:22: warning[possibly-missing-attribute] Attribute `http` may be missing on object of type `Any | None | ConnectionState[Client]`
@ -270,8 +266,10 @@ discord/state.py:1388:20: error[missing-argument] No argument provided for requi
discord/state.py:1388:36: error[invalid-argument-type] Argument to function `store_user` is incorrect: Argument type `User` does not satisfy upper bound `ConnectionState[ClientT@ConnectionState]` of type variable `Self`
discord/sticker.py:230:38: warning[possibly-missing-attribute] Attribute `http` may be missing on object of type `Any | None | ConnectionState[Client]`
discord/sticker.py:232:20: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `ConnectionState[Client]`, found `Any | None | ConnectionState[Client]`
discord/sticker.py:335:9: error[invalid-method-override] Invalid override of method `_from_data`: Definition is incompatible with `Sticker._from_data`
discord/sticker.py:369:22: warning[possibly-missing-attribute] Attribute `http` may be missing on object of type `Any | None | ConnectionState[Client]`
discord/sticker.py:370:28: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `ConnectionState[Client]`, found `Any | None | ConnectionState[Client]`
discord/sticker.py:415:9: error[invalid-method-override] Invalid override of method `_from_data`: Definition is incompatible with `Sticker._from_data`
discord/sticker.py:420:37: error[missing-argument] No argument provided for required parameter `data` of function `store_user`
discord/sticker.py:420:37: warning[possibly-missing-attribute] Attribute `store_user` may be missing on object of type `Any | None | ConnectionState[Client]`
discord/sticker.py:420:60: error[invalid-argument-type] Argument to function `store_user` is incorrect: Argument type `User & ~AlwaysFalsy` does not satisfy upper bound `ConnectionState[ClientT@ConnectionState]` of type variable `Self`
@ -279,10 +277,55 @@ discord/sticker.py:434:16: warning[possibly-missing-attribute] Attribute `_get_g
discord/sticker.py:489:43: warning[possibly-missing-attribute] Attribute `http` may be missing on object of type `Any | None | ConnectionState[Client]`
discord/sticker.py:490:29: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `ConnectionState[Client]`, found `Any | None | ConnectionState[Client]`
discord/sticker.py:511:15: warning[possibly-missing-attribute] Attribute `http` may be missing on object of type `Any | None | ConnectionState[Client]`
discord/ui/modal.py:109:50: error[invalid-argument-type] Argument to class `Item` is incorrect: Expected `BaseView`, found `typing.Self`
discord/ui/action_row.py:415:9: error[invalid-parameter-default] Default value of type `<class 'Select[Any]'>` is not assignable to annotated parameter type `type[SelectT@select]`
discord/ui/action_row.py:430:9: error[invalid-parameter-default] Default value of type `<class 'UserSelect[Any]'>` is not assignable to annotated parameter type `type[UserSelectT@select]`
discord/ui/action_row.py:446:9: error[invalid-parameter-default] Default value of type `<class 'RoleSelect[Any]'>` is not assignable to annotated parameter type `type[RoleSelectT@select]`
discord/ui/action_row.py:462:9: error[invalid-parameter-default] Default value of type `<class 'ChannelSelect[Any]'>` is not assignable to annotated parameter type `type[ChannelSelectT@select]`
discord/ui/action_row.py:478:9: error[invalid-parameter-default] Default value of type `<class 'MentionableSelect[Any]'>` is not assignable to annotated parameter type `type[MentionableSelectT@select]`
discord/ui/action_row.py:493:9: error[invalid-parameter-default] Default value of type `<class 'Select[Any]'>` is not assignable to annotated parameter type `type[BaseSelectT@select]`
discord/ui/action_row.py:597:9: error[invalid-method-override] Invalid override of method `from_component`: Definition is incompatible with `Item.from_component`
discord/ui/button.py:259:9: error[invalid-method-override] Invalid override of method `from_component`: Definition is incompatible with `Item.from_component`
discord/ui/button.py:276:9: error[invalid-method-override] Invalid override of method `to_component_dict`: Definition is incompatible with `Item.to_component_dict`
discord/ui/button.py:287:9: error[invalid-method-override] Invalid override of method `_refresh_component`: Definition is incompatible with `Item._refresh_component`
discord/ui/container.py:179:9: error[invalid-method-override] Invalid override of method `_update_view`: Definition is incompatible with `Item._update_view`
discord/ui/container.py:260:9: error[invalid-method-override] Invalid override of method `from_component`: Definition is incompatible with `Item.from_component`
discord/ui/file.py:162:9: error[invalid-method-override] Invalid override of method `from_component`: Definition is incompatible with `Item.from_component`
discord/ui/file_upload.py:172:9: error[invalid-method-override] Invalid override of method `to_component_dict`: Definition is incompatible with `Item.to_component_dict`
discord/ui/file_upload.py:175:9: error[invalid-method-override] Invalid override of method `_refresh_component`: Definition is incompatible with `Item._refresh_component`
discord/ui/file_upload.py:178:9: error[invalid-method-override] Invalid override of method `_handle_submit`: Definition is incompatible with `Item._handle_submit`
discord/ui/file_upload.py:184:9: error[invalid-method-override] Invalid override of method `from_component`: Definition is incompatible with `Item.from_component`
discord/ui/label.py:112:9: error[invalid-method-override] Invalid override of method `to_component_dict`: Definition is incompatible with `Item.to_component_dict`
discord/ui/label.py:125:9: error[invalid-method-override] Invalid override of method `from_component`: Definition is incompatible with `Item.from_component`
discord/ui/media_gallery.py:259:9: error[invalid-method-override] Invalid override of method `from_component`: Definition is incompatible with `Item.from_component`
discord/ui/modal.py:109:55: error[invalid-type-arguments] Type `typing.Self` is not assignable to upper bound `BaseView` of type variable `V@Item`
discord/ui/modal.py:159:15: error[invalid-method-override] Invalid override of method `on_error`: Definition is incompatible with `BaseView.on_error`
discord/ui/modal.py:176:9: error[invalid-method-override] Invalid override of method `_refresh`: Definition is incompatible with `BaseView._refresh`
discord/ui/modal.py:202:15: error[invalid-method-override] Invalid override of method `_scheduled_task`: Definition is incompatible with `BaseView._scheduled_task`
discord/ui/modal.py:273:16: error[invalid-return-type] Return type does not match returned value: expected `Self@add_item`, found `Modal`
discord/ui/section.py:192:31: error[invalid-argument-type] Argument to bound method `append` is incorrect: Expected `Item[V@Section]`, found `(str & Item[object]) | Item[Any]`
discord/ui/section.py:251:9: error[invalid-method-override] Invalid override of method `from_component`: Definition is incompatible with `Item.from_component`
discord/ui/select.py:363:9: error[invalid-method-override] Invalid override of method `to_component_dict`: Definition is incompatible with `Item.to_component_dict`
discord/ui/select.py:366:9: error[invalid-method-override] Invalid override of method `_refresh_component`: Definition is incompatible with `Item._refresh_component`
discord/ui/select.py:369:9: error[invalid-method-override] Invalid override of method `_handle_submit`: Definition is incompatible with `Item._handle_submit`
discord/ui/select.py:382:9: error[invalid-method-override] Invalid override of method `_refresh_state`: Definition is incompatible with `Item._refresh_state`
discord/ui/select.py:405:9: error[invalid-method-override] Invalid override of method `from_component`: Definition is incompatible with `Item.from_component`
discord/ui/select.py:1030:5: error[invalid-parameter-default] Default value of type `<class 'Select[Any]'>` is not assignable to annotated parameter type `type[SelectT@select]`
discord/ui/select.py:1046:5: error[invalid-parameter-default] Default value of type `<class 'UserSelect[Any]'>` is not assignable to annotated parameter type `type[UserSelectT@select]`
discord/ui/select.py:1063:5: error[invalid-parameter-default] Default value of type `<class 'RoleSelect[Any]'>` is not assignable to annotated parameter type `type[RoleSelectT@select]`
discord/ui/select.py:1080:5: error[invalid-parameter-default] Default value of type `<class 'ChannelSelect[Any]'>` is not assignable to annotated parameter type `type[ChannelSelectT@select]`
discord/ui/select.py:1097:5: error[invalid-parameter-default] Default value of type `<class 'MentionableSelect[Any]'>` is not assignable to annotated parameter type `type[MentionableSelectT@select]`
discord/ui/select.py:1113:5: error[invalid-parameter-default] Default value of type `<class 'Select[Any]'>` is not assignable to annotated parameter type `type[BaseSelectT@select]`
discord/ui/separator.py:129:9: error[invalid-method-override] Invalid override of method `from_component`: Definition is incompatible with `Item.from_component`
discord/ui/text_display.py:87:9: error[invalid-method-override] Invalid override of method `from_component`: Definition is incompatible with `Item.from_component`
discord/ui/text_input.py:249:9: error[invalid-method-override] Invalid override of method `to_component_dict`: Definition is incompatible with `Item.to_component_dict`
discord/ui/text_input.py:252:9: error[invalid-method-override] Invalid override of method `_refresh_component`: Definition is incompatible with `Item._refresh_component`
discord/ui/text_input.py:255:9: error[invalid-method-override] Invalid override of method `_refresh_state`: Definition is incompatible with `Item._refresh_state`
discord/ui/text_input.py:259:9: error[invalid-method-override] Invalid override of method `from_component`: Definition is incompatible with `Item.from_component`
discord/ui/thumbnail.py:138:9: error[invalid-method-override] Invalid override of method `from_component`: Definition is incompatible with `Item.from_component`
discord/ui/view.py:324:16: error[invalid-return-type] Return type does not match returned value: expected `list[Item[Self@children]]`, found `list[Item[Self@__init__]]`
discord/user.py:428:9: error[invalid-method-override] Invalid override of method `_update`: Definition is incompatible with `BaseUser._update`
discord/utils.py:257:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `Sequence.__getitem__`
discord/utils.py:263:9: error[invalid-method-override] Invalid override of method `__contains__`: Definition is incompatible with `Sequence.__contains__`
discord/utils.py:328:5: error[invalid-parameter-default] Default value of type `_MissingSentinel` is not assignable to annotated parameter type `Permissions`
discord/utils.py:329:5: error[invalid-parameter-default] Default value of type `_MissingSentinel` is not assignable to annotated parameter type `Snowflake`
discord/utils.py:330:5: error[invalid-parameter-default] Default value of type `_MissingSentinel` is not assignable to annotated parameter type `str`
@ -297,10 +340,14 @@ discord/utils.py:1349:5: error[invalid-parameter-default] Default value of type
discord/utils.py:1350:5: error[invalid-parameter-default] Default value of type `_MissingSentinel` is not assignable to annotated parameter type `int`
discord/webhook/async_.py:751:20: error[missing-argument] No argument provided for required parameter `data` of function `store_user`
discord/webhook/async_.py:751:44: error[invalid-argument-type] Argument to function `store_user` is incorrect: Argument type `User | PartialUser` does not satisfy upper bound `ConnectionState[ClientT@ConnectionState]` of type variable `Self`
discord/webhook/async_.py:805:15: error[invalid-method-override] Invalid override of method `edit`: Definition is incompatible with `Message.edit`
discord/webhook/async_.py:1042:16: error[invalid-return-type] Return type does not match returned value: expected `Guild | None`, found `(ConnectionState[Client] & ~AlwaysTruthy) | (_WebhookState & ~AlwaysTruthy) | Guild | None`
discord/webhook/sync.py:81:14: error[unresolved-import] Cannot resolve imported module `requests`
discord/webhook/sync.py:410:9: error[invalid-method-override] Invalid override of method `edit`: Definition is incompatible with `Message.edit`
discord/webhook/sync.py:474:9: error[invalid-method-override] Invalid override of method `add_files`: Definition is incompatible with `Message.add_files`
discord/webhook/sync.py:498:9: error[invalid-method-override] Invalid override of method `remove_attachments`: Definition is incompatible with `Message.remove_attachments`
discord/webhook/sync.py:522:9: error[invalid-method-override] Invalid override of method `delete`: Definition is incompatible with `PartialMessage.delete`
discord/webhook/sync.py:652:16: error[unresolved-import] Cannot resolve imported module `requests`
discord/webhook/sync.py:695:16: error[unresolved-import] Cannot resolve imported module `requests`
discord/welcome_screen.py:104:33: warning[possibly-missing-attribute] Attribute `name` may be missing on object of type `(Unknown & _EmojiTag) | PartialEmoji | Emoji | (str & _EmojiTag)`
discord/welcome_screen.py:217:16: error[invalid-return-type] Return type does not match returned value: expected `Self@edit`, found `WelcomeScreen`
Found 305 diagnostics
Found 352 diagnostics

529
scripts/ty_benchmark/snapshots/homeassistant_Pyrefly.txt
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956
scripts/ty_benchmark/snapshots/homeassistant_ty.txt
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File diff suppressed because it is too large Load Diff

2
scripts/ty_benchmark/snapshots/isort_ty.txt
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@ -4,7 +4,7 @@ isort/core.py:126:40: error[invalid-argument-type] Argument to function `__new__
isort/output.py:534:25: error[invalid-argument-type] Argument to function `import_statement` is incorrect: Expected `Sequence[str]`, found `@Todo | None | list[Unknown]`
isort/output.py:544:25: error[invalid-argument-type] Argument to function `import_statement` is incorrect: Expected `Sequence[str]`, found `@Todo | None | list[Unknown]`
isort/output.py:552:29: error[invalid-argument-type] Argument to function `import_statement` is incorrect: Expected `Sequence[str]`, found `@Todo | None | list[Unknown]`
isort/place.py:104:31: error[unresolved-attribute] Module `importlib` has no member `machinery`
isort/place.py:104:31: warning[possibly-missing-attribute] Submodule `machinery` may not be available as an attribute on module `importlib`
isort/settings.py:641:9: error[invalid-assignment] Property `_known_patterns` defined in `Self@known_patterns` is read-only
isort/settings.py:665:9: error[invalid-assignment] Property `_section_comments` defined in `Self@section_comments` is read-only
isort/settings.py:673:9: error[invalid-assignment] Property `_section_comments_end` defined in `Self@section_comments_end` is read-only

4
scripts/ty_benchmark/snapshots/jinja_ty.txt
View File

@ -18,7 +18,5 @@ src/jinja2/runtime.py:144:2: error[unresolved-attribute] Class `Mapping` has no
src/jinja2/runtime.py:690:38: error[invalid-assignment] Object of type `(Unknown & ~(() -> object)) | bool | (((str | None, /) -> bool) & ~(() -> object))` is not assignable to `bool | None`
src/jinja2/runtime.py:770:40: error[invalid-argument-type] Argument to bound method `_invoke` is incorrect: Expected `bool`, found `@Todo | bool | None`
src/jinja2/runtime.py:948:14: error[invalid-return-type] Function always implicitly returns `None`, which is not assignable to return type `Never`
src/jinja2/utils.py:100:23: error[unresolved-attribute] Object of type `F@internalcode` has no attribute `__code__`
src/jinja2/utils.py:431:2: error[unresolved-attribute] Class `MutableMapping` has no attribute `register`
src/jinja2/utils.py:472:16: error[invalid-return-type] Return type does not match returned value: expected `Self@copy`, found `LRUCache`
Found 23 diagnostics
Found 21 diagnostics

52
scripts/ty_benchmark/snapshots/pandas-stubs_ty.txt
View File

@ -1,9 +1,49 @@
pandas-stubs/_typing.pyi:861:25: error[invalid-argument-type] Argument to class `ndarray` is incorrect: Expected `tuple[int, ...]`, found `typing.TypeVar`
pandas-stubs/_typing.pyi:861:44: error[invalid-argument-type] Argument to class `dtype` is incorrect: Expected `generic[Any]`, found `typing.TypeVar`
pandas-stubs/_typing.pyi:865:48: error[invalid-argument-type] Argument to class `dtype` is incorrect: Expected `generic[Any]`, found `typing.TypeVar`
pandas-stubs/_typing.pyi:877:53: error[invalid-argument-type] Argument to class `dtype` is incorrect: Expected `generic[Any]`, found `typing.TypeVar`
pandas-stubs/core/series.pyi:338:57: error[invalid-argument-type] Argument to class `IndexOpsMixin` is incorrect: Expected `str | bytes | int | ... omitted 12 union elements`, found `typing.TypeVar`
pandas-stubs/_libs/missing.pyi:120:9: error[invalid-method-override] Invalid override of method `__eq__`: Definition is incompatible with `object.__eq__`
pandas-stubs/_libs/missing.pyi:130:9: error[invalid-method-override] Invalid override of method `__ne__`: Definition is incompatible with `object.__ne__`
pandas-stubs/_typing.pyi:861:36: error[invalid-type-arguments] Type `typing.TypeVar` is not assignable to upper bound `tuple[int, ...]` of type variable `_ShapeT_co@ndarray`
pandas-stubs/_typing.pyi:861:53: error[invalid-type-arguments] Type `typing.TypeVar` is not assignable to upper bound `generic[Any]` of type variable `_SCT_co@dtype`
pandas-stubs/_typing.pyi:865:57: error[invalid-type-arguments] Type `typing.TypeVar` is not assignable to upper bound `generic[Any]` of type variable `_SCT_co@dtype`
pandas-stubs/_typing.pyi:877:62: error[invalid-type-arguments] Type `typing.TypeVar` is not assignable to upper bound `generic[Any]` of type variable `_SCT_co@dtype`
pandas-stubs/core/arrays/categorical.pyi:114:9: error[invalid-method-override] Invalid override of method `__contains__`: Definition is incompatible with `ExtensionArray.__contains__`
pandas-stubs/core/arrays/categorical.pyi:118:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `ExtensionArray.__getitem__`
pandas-stubs/core/arrays/datetimelike.pyi:76:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `ExtensionArray.__getitem__`
pandas-stubs/core/arrays/interval.pyi:66:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `ExtensionArray.__getitem__`
pandas-stubs/core/arrays/sparse/array.pyi:66:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `ExtensionArray.__getitem__`
pandas-stubs/core/frame.pyi:193:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `_LocationIndexer.__getitem__`
pandas-stubs/core/frame.pyi:204:9: error[invalid-method-override] Invalid override of method `__setitem__`: Definition is incompatible with `_NDFrameIndexer.__setitem__`
pandas-stubs/core/frame.pyi:280:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `_LocationIndexer.__getitem__`
pandas-stubs/core/frame.pyi:303:9: error[invalid-method-override] Invalid override of method `__setitem__`: Definition is incompatible with `_NDFrameIndexer.__setitem__`
pandas-stubs/core/frame.pyi:320:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `_ScalarAccessIndexer.__getitem__`
pandas-stubs/core/frame.pyi:321:9: error[invalid-method-override] Invalid override of method `__setitem__`: Definition is incompatible with `_ScalarAccessIndexer.__setitem__`
pandas-stubs/core/frame.pyi:328:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `_ScalarAccessIndexer.__getitem__`
pandas-stubs/core/frame.pyi:339:9: error[invalid-method-override] Invalid override of method `__setitem__`: Definition is incompatible with `_ScalarAccessIndexer.__setitem__`
pandas-stubs/core/groupby/generic.pyi:247:9: error[invalid-method-override] Invalid override of method `apply`: Definition is incompatible with `GroupBy.apply`
pandas-stubs/core/groupby/generic.pyi:300:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `BaseGroupBy.__getitem__`
pandas-stubs/core/groupby/generic.pyi:452:9: error[invalid-method-override] Invalid override of method `__getattr__`: Definition is incompatible with `GroupBy.__getattr__`
pandas-stubs/core/groupby/groupby.pyi:74:35: error[invalid-type-arguments] Type `typing.TypeVar` is not assignable to upper bound `NDFrame` of type variable `NDFrameT@DatetimeIndexResamplerGroupby`
pandas-stubs/core/groupby/groupby.pyi:75:35: error[invalid-type-arguments] Type `typing.TypeVar` is not assignable to upper bound `NDFrame` of type variable `NDFrameT@PeriodIndexResamplerGroupby`
pandas-stubs/core/groupby/groupby.pyi:76:38: error[invalid-type-arguments] Type `typing.TypeVar` is not assignable to upper bound `NDFrame` of type variable `NDFrameT@TimedeltaIndexResamplerGroupby`
pandas-stubs/core/indexes/datetimes.pyi:76:9: error[invalid-method-override] Invalid override of method `__sub__`: Definition is incompatible with `Index.__sub__`
pandas-stubs/core/indexes/interval.pyi:242:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `Index.__getitem__`
pandas-stubs/core/indexes/interval.pyi:250:9: error[invalid-method-override] Invalid override of method `__gt__`: Definition is incompatible with `Index.__gt__`
pandas-stubs/core/indexes/interval.pyi:258:9: error[invalid-method-override] Invalid override of method `__ge__`: Definition is incompatible with `Index.__ge__`
pandas-stubs/core/indexes/interval.pyi:266:9: error[invalid-method-override] Invalid override of method `__le__`: Definition is incompatible with `Index.__le__`
pandas-stubs/core/indexes/interval.pyi:274:9: error[invalid-method-override] Invalid override of method `__lt__`: Definition is incompatible with `Index.__lt__`
pandas-stubs/core/indexes/interval.pyi:282:9: error[invalid-method-override] Invalid override of method `__eq__`: Definition is incompatible with `OpsMixin.__eq__`
pandas-stubs/core/indexes/interval.pyi:290:9: error[invalid-method-override] Invalid override of method `__ne__`: Definition is incompatible with `OpsMixin.__ne__`
pandas-stubs/core/indexes/period.pyi:57:9: error[invalid-method-override] Invalid override of method `__sub__`: Definition is incompatible with `Index.__sub__`
pandas-stubs/core/indexes/period.pyi:66:9: error[invalid-method-override] Invalid override of method `__rsub__`: Definition is incompatible with `Index.__rsub__`
pandas-stubs/core/indexes/range.pyi:84:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `Index.__getitem__`
pandas-stubs/core/indexes/timedeltas.pyi:77:9: error[invalid-method-override] Invalid override of method `__add__`: Definition is incompatible with `Index.__add__`
pandas-stubs/core/indexes/timedeltas.pyi:86:9: error[invalid-method-override] Invalid override of method `__radd__`: Definition is incompatible with `Index.__radd__`
pandas-stubs/core/indexes/timedeltas.pyi:98:9: error[invalid-method-override] Invalid override of method `__rsub__`: Definition is incompatible with `Index.__rsub__`
pandas-stubs/core/series.pyi:274:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `_LocationIndexer.__getitem__`
pandas-stubs/core/series.pyi:283:9: error[invalid-method-override] Invalid override of method `__setitem__`: Definition is incompatible with `_NDFrameIndexer.__setitem__`
pandas-stubs/core/series.pyi:300:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `_LocationIndexer.__getitem__`
pandas-stubs/core/series.pyi:330:9: error[invalid-method-override] Invalid override of method `__setitem__`: Definition is incompatible with `_NDFrameIndexer.__setitem__`
pandas-stubs/core/series.pyi:338:71: error[invalid-type-arguments] Type `typing.TypeVar` is not assignable to upper bound `str | bytes | int | ... omitted 12 union elements` of type variable `S1@IndexOpsMixin`
pandas-stubs/core/series.pyi:4630:9: error[invalid-method-override] Invalid override of method `xs`: Definition is incompatible with `NDFrame.xs`
pandas-stubs/io/excel/_base.pyi:16:6: error[unresolved-import] Cannot resolve imported module `openpyxl.workbook.workbook`
pandas-stubs/io/excel/_base.pyi:20:6: error[unresolved-import] Cannot resolve imported module `xlrd.book`
Found 7 diagnostics
Found 47 diagnostics
WARN Ignoring the `tool.ty` section in `<CWD>/pyproject.toml` because `<CWD>/ty.toml` takes precedence.

169
scripts/ty_benchmark/snapshots/pandas_ty.txt
View File

@ -1,6 +1,9 @@
pandas/__init__.py:178:10: error[unresolved-import] Cannot resolve imported module `pandas._version_meson`
pandas/_testing/__init__.py:507:25: error[unresolved-attribute] Module `pandas.core` has no member `arrays`
pandas/_testing/__init__.py:509:25: error[unresolved-attribute] Module `pandas.core` has no member `arrays`
pandas/_libs/sparse.pyi:43:9: error[invalid-method-override] Invalid override of method `intersect`: Definition is incompatible with `SparseIndex.intersect`
pandas/_libs/sparse.pyi:44:9: error[invalid-method-override] Invalid override of method `make_union`: Definition is incompatible with `SparseIndex.make_union`
pandas/_libs/tslibs/timestamps.pyi:159:9: error[invalid-method-override] Invalid override of method `__sub__`: Definition is incompatible with `date.__sub__`
pandas/_testing/__init__.py:507:25: warning[possibly-missing-attribute] Submodule `arrays` may not be available as an attribute on module `pandas.core`
pandas/_testing/__init__.py:509:25: warning[possibly-missing-attribute] Submodule `arrays` may not be available as an attribute on module `pandas.core`
pandas/_version.py:44:5: error[unresolved-attribute] Unresolved attribute `VCS` on type `VersioneerConfig`.
pandas/_version.py:45:5: error[unresolved-attribute] Unresolved attribute `style` on type `VersioneerConfig`.
pandas/_version.py:46:5: error[unresolved-attribute] Unresolved attribute `tag_prefix` on type `VersioneerConfig`.
@ -9,8 +12,6 @@ pandas/_version.py:48:5: error[unresolved-attribute] Unresolved attribute `versi
pandas/_version.py:49:5: error[unresolved-attribute] Unresolved attribute `verbose` on type `VersioneerConfig`.
pandas/_version.py:101:16: error[unresolved-attribute] Object of type `BaseException | None` has no attribute `errno`
pandas/_version.py:111:14: error[unresolved-attribute] Object of type `str` has no attribute `decode`
pandas/compat/__init__.py:50:5: error[unresolved-attribute] Unresolved attribute `__name__` on type `F@set_function_name`.
pandas/compat/__init__.py:51:5: error[unresolved-attribute] Unresolved attribute `__qualname__` on type `F@set_function_name`.
pandas/core/_numba/executor.py:48:22: error[not-iterable] Object of type `prange` is not iterable
pandas/core/_numba/executor.py:52:22: error[not-iterable] Object of type `prange` is not iterable
pandas/core/_numba/executor.py:78:22: error[not-iterable] Object of type `prange` is not iterable
@ -24,9 +25,7 @@ pandas/core/_numba/extensions.py:32:5: error[unresolved-import] Module `numba.co
pandas/core/_numba/extensions.py:61:9: error[unresolved-attribute] Unresolved attribute `_numba_data` on type `Index`.
pandas/core/_numba/extensions.py:64:13: error[unresolved-attribute] Object of type `Index` has no attribute `_numba_data`
pandas/core/_numba/extensions.py:74:48: error[invalid-type-form] Variable of type `def any(iterable: Iterable[object], /) -> bool` is not allowed in a type expression
pandas/core/_numba/extensions.py:94:16: error[invalid-return-type] Return type does not match returned value: expected `Self@copy`, found `IndexType`
pandas/core/_numba/extensions.py:124:16: error[invalid-return-type] Return type does not match returned value: expected `Self@copy`, found `SeriesType`
pandas/core/_numba/extensions.py:299:67: error[unresolved-attribute] Module `numba` has no member `typed`
pandas/core/_numba/extensions.py:299:67: warning[possibly-missing-attribute] Submodule `typed` may not be available as an attribute on module `numba`
pandas/core/_numba/extensions.py:574:16: error[missing-argument] No argument provided for required parameter `obj` of bound method `__init__`
pandas/core/_numba/kernels/mean_.py:135:21: error[unresolved-reference] Name `num_consecutive_same_value` used when not defined
pandas/core/_numba/kernels/mean_.py:136:21: error[unresolved-reference] Name `prev_value` used when not defined
@ -126,6 +125,7 @@ pandas/core/arrays/_arrow_string_mixins.py:361:21: error[unresolved-attribute] M
pandas/core/arrays/_arrow_string_mixins.py:362:29: error[unresolved-attribute] Module `pyarrow.compute` has no member `add`
pandas/core/arrays/_arrow_string_mixins.py:363:22: error[unresolved-attribute] Module `pyarrow.compute` has no member `if_else`
pandas/core/arrays/_mixins.py:135:20: error[invalid-return-type] Return type does not match returned value: expected `ExtensionArray | ndarray[tuple[Any, ...], dtype[Any]]`, found `ndarray[tuple[Any, ...], type]`
pandas/core/arrays/_mixins.py:283:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `ExtensionArray.__getitem__`
pandas/core/arrays/arrow/accessors.py:115:25: error[unresolved-attribute] Module `pyarrow.compute` has no member `list_value_length`
pandas/core/arrays/arrow/accessors.py:163:23: error[unresolved-attribute] Module `pyarrow.compute` has no member `list_element`
pandas/core/arrays/arrow/accessors.py:181:22: error[unresolved-attribute] Module `pyarrow.compute` has no member `list_slice`
@ -191,6 +191,7 @@ pandas/core/arrays/arrow/array.py:1003:22: error[unresolved-attribute] Module `p
pandas/core/arrays/arrow/array.py:1007:17: error[unresolved-attribute] Module `pyarrow.compute` has no member `is_null`
pandas/core/arrays/arrow/array.py:1073:20: error[unresolved-attribute] Module `pyarrow.compute` has no member `is_nan`
pandas/core/arrays/arrow/array.py:1074:19: error[unresolved-attribute] Module `pyarrow.compute` has no member `replace_with_mask`
pandas/core/arrays/arrow/array.py:1109:9: error[invalid-method-override] Invalid override of method `__contains__`: Definition is incompatible with `ExtensionArray.__contains__`
pandas/core/arrays/arrow/array.py:1116:24: error[unresolved-attribute] Module `pyarrow.compute` has no member `any`
pandas/core/arrays/arrow/array.py:1116:31: error[unresolved-attribute] Module `pyarrow.compute` has no member `is_nan`
pandas/core/arrays/arrow/array.py:1284:18: error[unresolved-attribute] Module `pyarrow.compute` has no member `array_sort_indices`
@ -259,7 +260,6 @@ pandas/core/arrays/arrow/array.py:2804:44: error[unresolved-attribute] Module `p
pandas/core/arrays/arrow/array.py:2806:44: error[unresolved-attribute] Module `pyarrow.compute` has no member `split_pattern`
pandas/core/arrays/arrow/array.py:2814:17: error[unresolved-attribute] Module `pyarrow.compute` has no member `utf8_split_whitespace`
pandas/core/arrays/arrow/array.py:2817:13: error[unresolved-attribute] Module `pyarrow.compute` has no member `split_pattern`
pandas/core/arrays/arrow/array.py:2837:16: error[invalid-return-type] Return type does not match returned value: expected `Self@_str_zfill`, found `ArrowExtensionArray`
pandas/core/arrays/arrow/array.py:2929:18: error[unresolved-attribute] Module `pyarrow.compute` has no member `year`
pandas/core/arrays/arrow/array.py:2934:18: error[unresolved-attribute] Module `pyarrow.compute` has no member `day`
pandas/core/arrays/arrow/array.py:2939:18: error[unresolved-attribute] Module `pyarrow.compute` has no member `day_of_week`
@ -311,15 +311,25 @@ pandas/core/arrays/arrow/array.py:3199:22: error[unresolved-attribute] Module `p
pandas/core/arrays/arrow/extension_types.py:171:5: error[unresolved-attribute] Unresolved attribute `_hotfix_installed` on type `<module 'pyarrow'>`.
pandas/core/arrays/boolean.py:259:24: warning[possibly-missing-attribute] Attribute `shape` may be missing on object of type `@Todo | None`
pandas/core/arrays/boolean.py:262:12: error[invalid-return-type] Return type does not match returned value: expected `tuple[ndarray[tuple[Any, ...], dtype[Any]], ndarray[tuple[Any, ...], dtype[Any]]]`, found `tuple[@Todo, @Todo | None]`
pandas/core/arrays/boolean.py:385:9: error[invalid-method-override] Invalid override of method `_coerce_to_array`: Definition is incompatible with `BaseMaskedArray._coerce_to_array`
pandas/core/arrays/categorical.py:494:25: warning[possibly-missing-attribute] Attribute `_codes` may be missing on object of type `Unknown | RangeIndex | ExtensionArray | ndarray[tuple[Any, ...], dtype[Any]]`
pandas/core/arrays/categorical.py:1397:21: error[no-matching-overload] No overload of function `find_common_type` matches arguments
pandas/core/arrays/categorical.py:1655:9: error[invalid-method-override] Invalid override of method `_validate_scalar`: Definition is incompatible with `NDArrayBackedExtensionArray._validate_scalar`
pandas/core/arrays/categorical.py:2229:9: error[invalid-method-override] Invalid override of method `_box_func`: Definition is incompatible with `NDArrayBackedExtensionArray._box_func`
pandas/core/arrays/categorical.py:2252:9: error[invalid-method-override] Invalid override of method `__contains__`: Definition is incompatible with `ExtensionArray.__contains__`
pandas/core/arrays/categorical.py:2567:16: error[invalid-return-type] Return type does not match returned value: expected `Self@unique`, found `Categorical`
pandas/core/arrays/categorical.py:2611:9: error[invalid-method-override] Invalid override of method `_concat_same_type`: Definition is incompatible with `NDArrayBacked._concat_same_type`
pandas/core/arrays/categorical.py:2989:9: error[invalid-method-override] Invalid override of method `_delegate_property_get`: Definition is incompatible with `PandasDelegate._delegate_property_get`
pandas/core/arrays/categorical.py:2992:9: error[invalid-method-override] Invalid override of method `_delegate_property_set`: Definition is incompatible with `PandasDelegate._delegate_property_set`
pandas/core/arrays/datetimelike.py:387:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `ExtensionArray.__getitem__`
pandas/core/arrays/datetimelike.py:565:18: error[invalid-argument-type] Argument to function `len` is incorrect: Expected `Sized`, found `(Unknown & ~str) | Period | Timestamp | Timedelta | NaTType`
pandas/core/arrays/datetimelike.py:1315:20: error[invalid-return-type] Return type does not match returned value: expected `ndarray[tuple[Any, ...], dtype[Any]]`, found `ndarray[tuple[int, ...], dtype[Any] | str]`
pandas/core/arrays/datetimelike.py:1582:16: error[invalid-return-type] Return type does not match returned value: expected `Self@_quantile`, found `DatetimeLikeArrayMixin`
pandas/core/arrays/datetimelike.py:2375:9: error[invalid-method-override] Invalid override of method `_concat_same_type`: Definition is incompatible with `NDArrayBacked._concat_same_type`
pandas/core/arrays/datetimelike.py:2399:16: error[invalid-return-type] Return type does not match returned value: expected `Self@copy`, found `TimelikeOps`
pandas/core/arrays/datetimelike.py:2458:16: error[invalid-return-type] Return type does not match returned value: expected `Self@take`, found `TimelikeOps`
pandas/core/arrays/datetimelike.py:2476:36: error[invalid-argument-type] Argument to function `py_get_unit_from_dtype` is incorrect: Expected `dtype[Any]`, found `ExtensionDtype`
pandas/core/arrays/datetimes.py:410:9: error[invalid-method-override] Invalid override of method `_generate_range`: Definition is incompatible with `TimelikeOps._generate_range`
pandas/core/arrays/datetimes.py:483:62: warning[possibly-missing-attribute] Attribute `tz` may be missing on object of type `Timestamp | None`
pandas/core/arrays/datetimes.py:501:51: error[invalid-argument-type] Argument to bound method `tz_localize` is incorrect: Expected `bool | Literal["NaT", "raise"]`, found `Literal["NaT", "infer", "raise"] | @Todo`
pandas/core/arrays/datetimes.py:503:47: error[invalid-argument-type] Argument to bound method `tz_localize` is incorrect: Expected `bool | Literal["NaT", "raise"]`, found `Literal["NaT", "infer", "raise"] | @Todo`
@ -341,23 +351,24 @@ pandas/core/arrays/interval.py:396:37: warning[possibly-missing-attribute] Attri
pandas/core/arrays/interval.py:399:50: warning[possibly-missing-attribute] Attribute `unit` may be missing on object of type `(Index & ~PeriodIndex) | (Unknown & ~PeriodIndex)`
pandas/core/arrays/interval.py:399:63: warning[possibly-missing-attribute] Attribute `unit` may be missing on object of type `Index | Unknown`
pandas/core/arrays/interval.py:401:35: warning[possibly-missing-attribute] Attribute `_ensure_matching_resos` may be missing on object of type `ExtensionArray | ndarray[tuple[Any, ...], dtype[Any]] | Unknown`
pandas/core/arrays/interval.py:831:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `ExtensionArray.__getitem__`
pandas/core/arrays/interval.py:840:35: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Argument type `Unknown | ndarray[tuple[Any, ...], dtype[Any]]` does not satisfy constraints (`int`, `int | float`, `Timestamp`, `Timedelta`) of type variable `_OrderableT`
pandas/core/arrays/interval.py:840:35: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `int`, found `Unknown | ndarray[tuple[Any, ...], dtype[Any]]`
pandas/core/arrays/interval.py:1001:16: error[invalid-return-type] Return type does not match returned value: expected `Interval[Unknown] | int | float`, found `Self@min`
pandas/core/arrays/interval.py:1018:16: error[invalid-return-type] Return type does not match returned value: expected `Interval[Unknown] | int | float`, found `Self@max`
pandas/core/arrays/interval.py:1127:9: error[invalid-method-override] Invalid override of method `_concat_same_type`: Definition is incompatible with `ExtensionArray._concat_same_type`
pandas/core/arrays/interval.py:1801:50: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Argument type `Period | Timestamp | Timedelta | NaTType | ndarray[tuple[Any, ...], dtype[Any]]` does not satisfy constraints (`int`, `int | float`, `Timestamp`, `Timedelta`) of type variable `_OrderableT`
pandas/core/arrays/interval.py:1801:50: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `int`, found `Period | Timestamp | Timedelta | NaTType | ndarray[tuple[Any, ...], dtype[Any]]`
pandas/core/arrays/masked.py:185:30: error[invalid-assignment] Object of type `ndarray[tuple[int, ...], type]` is not assignable to `ndarray[tuple[Any, ...], dtype[Any]]`
pandas/core/arrays/masked.py:441:16: error[invalid-return-type] Return type does not match returned value: expected `Self@ravel`, found `BaseMaskedArray`
pandas/core/arrays/masked.py:452:16: error[invalid-return-type] Return type does not match returned value: expected `Self@shift`, found `BaseMaskedArray`
pandas/core/arrays/masked.py:1424:16: error[invalid-return-type] Return type does not match returned value: expected `Self@_mode`, found `BaseMaskedArray`
pandas/core/arrays/numpy_.py:386:20: error[invalid-return-type] Return type does not match returned value: expected `Self@take`, found `NumpyExtensionArray`
pandas/core/arrays/masked.py:185:30: error[invalid-assignment] Object of type `ndarray[tuple[int, ...], dtype[Any] | type]` is not assignable to `ndarray[tuple[Any, ...], dtype[Any]]`
pandas/core/arrays/masked.py:385:9: error[invalid-method-override] Invalid override of method `__contains__`: Definition is incompatible with `ExtensionArray.__contains__`
pandas/core/arrays/masked.py:1036:9: error[invalid-method-override] Invalid override of method `_concat_same_type`: Definition is incompatible with `ExtensionArray._concat_same_type`
pandas/core/arrays/masked.py:1054:9: error[invalid-method-override] Invalid override of method `take`: Definition is incompatible with `ExtensionArray.take`
pandas/core/arrays/numeric.py:295:9: error[invalid-method-override] Invalid override of method `_coerce_to_array`: Definition is incompatible with `BaseMaskedArray._coerce_to_array`
pandas/core/arrays/numpy_.py:285:9: error[invalid-method-override] Invalid override of method `_validate_scalar`: Definition is incompatible with `NDArrayBackedExtensionArray._validate_scalar`
pandas/core/arrays/numpy_.py:388:16: error[invalid-return-type] Return type does not match returned value: expected `Self@take`, found `NumpyExtensionArray`
pandas/core/arrays/period.py:829:20: error[unresolved-attribute] Object of type `BaseOffset` has no attribute `_period_dtype_code`
pandas/core/arrays/period.py:917:17: error[unresolved-attribute] Object of type `BaseOffset` has no attribute `_period_dtype_code`
pandas/core/arrays/period.py:933:16: error[invalid-return-type] Return type does not match returned value: expected `Self@asfreq`, found `PeriodArray`
pandas/core/arrays/period.py:1031:16: error[invalid-return-type] Return type does not match returned value: expected `Self@_addsub_int_array_or_scalar`, found `PeriodArray`
pandas/core/arrays/period.py:1102:16: error[invalid-return-type] Return type does not match returned value: expected `Self@_add_timedelta_arraylike`, found `PeriodArray`
pandas/core/arrays/period.py:1033:9: error[invalid-method-override] Invalid override of method `_add_offset`: Definition is incompatible with `DatetimeLikeArrayMixin._add_offset`
pandas/core/arrays/period.py:1370:12: error[unresolved-attribute] Object of type `BaseOffset` has no attribute `_period_dtype_code`
pandas/core/arrays/period.py:1464:45: error[invalid-argument-type] Argument to function `freq_to_dtype_code` is incorrect: Expected `BaseOffset`, found `None`
pandas/core/arrays/period.py:1469:12: error[invalid-return-type] Return type does not match returned value: expected `tuple[ndarray[tuple[Any, ...], dtype[Any]], BaseOffset]`, found `tuple[@Todo, BaseOffset | Unknown | None]`
@ -375,13 +386,15 @@ pandas/core/arrays/sparse/accessor.py:435:40: warning[possibly-missing-attribute
pandas/core/arrays/sparse/accessor.py:446:67: warning[possibly-missing-attribute] Attribute `shape` may be missing on object of type `Unknown | None`
pandas/core/arrays/sparse/accessor.py:464:62: warning[possibly-missing-attribute] Attribute `items` may be missing on object of type `Unknown | None`
pandas/core/arrays/sparse/accessor.py:465:16: error[invalid-return-type] Return type does not match returned value: expected `int | float`, found `floating[Any]`
pandas/core/arrays/sparse/array.py:790:16: error[invalid-return-type] Return type does not match returned value: expected `Self@isna`, found `SparseArray`
pandas/core/arrays/sparse/array.py:948:16: warning[possibly-missing-attribute] Attribute `any` may be missing on object of type `Unknown | ExtensionArray | ndarray[tuple[Any, ...], dtype[Any]]`
pandas/core/arrays/sparse/array.py:978:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `ExtensionArray.__getitem__`
pandas/core/arrays/sparse/array.py:1078:42: error[invalid-argument-type] Argument to function `maybe_box_datetimelike` is incorrect: Expected `str | bytes | date | ... omitted 10 union elements`, found `ndarray[tuple[Any, ...], dtype[Any]]`
pandas/core/arrays/sparse/array.py:1095:16: error[invalid-return-type] Return type does not match returned value: expected `Self@take`, found `SparseArray`
pandas/core/arrays/sparse/array.py:1393:16: error[invalid-return-type] Return type does not match returned value: expected `Self@map`, found `SparseArray`
pandas/core/arrays/sparse/array.py:1188:9: error[invalid-method-override] Invalid override of method `searchsorted`: Definition is incompatible with `ExtensionArray.searchsorted`
pandas/core/arrays/sparse/array.py:1205:9: error[invalid-method-override] Invalid override of method `_concat_same_type`: Definition is incompatible with `ExtensionArray._concat_same_type`
pandas/core/arrays/string_.py:225:23: error[invalid-type-form] Invalid subscript of object of type `property` in type expression
pandas/core/arrays/string_.py:548:16: error[invalid-return-type] Return type does not match returned value: expected `Self@view`, found `BaseStringArray`
pandas/core/arrays/string_.py:689:9: error[invalid-method-override] Invalid override of method `_validate_scalar`: Definition is incompatible with `NumpyExtensionArray._validate_scalar`
pandas/core/arrays/string_arrow.py:245:9: error[invalid-method-override] Invalid override of method `_convert_bool_result`: Definition is incompatible with `ArrowExtensionArray._convert_bool_result`
pandas/core/arrays/string_arrow.py:291:18: error[unresolved-attribute] Module `pyarrow.compute` has no member `is_in`
pandas/core/arrays/string_arrow.py:446:18: error[unresolved-attribute] Module `pyarrow.compute` has no member `count_substring_regex`
pandas/core/arrays/string_arrow.py:493:23: error[unresolved-attribute] Module `pyarrow.compute` has no member `is_null`
@ -390,8 +403,11 @@ pandas/core/arrays/string_arrow.py:494:41: error[unresolved-attribute] Module `p
pandas/core/arrays/string_arrow.py:496:23: error[unresolved-attribute] Module `pyarrow.compute` has no member `not_equal`
pandas/core/arrays/timedeltas.py:157:28: error[no-matching-overload] No overload of function `__new__` matches arguments
pandas/core/arrays/timedeltas.py:188:47: error[invalid-argument-type] Argument to bound method `_from_value_and_reso` is incorrect: Expected `signedinteger[_64Bit]`, found `timedelta64[timedelta | int | None]`
pandas/core/arrays/timedeltas.py:243:9: error[invalid-method-override] Invalid override of method `_from_sequence`: Definition is incompatible with `ExtensionArray._from_sequence`
pandas/core/arrays/timedeltas.py:250:46: error[invalid-argument-type] Argument to function `astype_overflowsafe` is incorrect: Expected `dtype[Any]`, found `(Unknown & ~AlwaysTruthy & ~None) | dtype[Any] | ExtensionDtype`
pandas/core/arrays/timedeltas.py:276:46: error[invalid-argument-type] Argument to function `astype_overflowsafe` is incorrect: Expected `dtype[Any]`, found `(Unknown & ~AlwaysTruthy & ~None) | dtype[Any] | ExtensionDtype`
pandas/core/arrays/timedeltas.py:284:9: error[invalid-method-override] Invalid override of method `_generate_range`: Definition is incompatible with `TimelikeOps._generate_range`
pandas/core/arrays/timedeltas.py:470:9: error[invalid-method-override] Invalid override of method `_add_offset`: Definition is incompatible with `DatetimeLikeArrayMixin._add_offset`
pandas/core/arrays/timedeltas.py:1147:20: error[unresolved-attribute] Object of type `ExtensionArray | ndarray[tuple[Any, ...], dtype[Any]]` has no attribute `_mask`
pandas/core/arrays/timedeltas.py:1148:20: error[unresolved-attribute] Object of type `ExtensionArray | ndarray[tuple[Any, ...], dtype[Any]]` has no attribute `_data`
pandas/core/arrays/timedeltas.py:1152:42: error[invalid-argument-type] Argument to function `cast_from_unit_vectorized` is incorrect: Expected `ndarray[tuple[Any, ...], dtype[Any]]`, found `ExtensionArray | ndarray[tuple[Any, ...], dtype[Any]] | Unknown`
@ -448,8 +464,10 @@ pandas/core/frame.py:2541:20: error[unsupported-operator] Operator `in` is not s
pandas/core/frame.py:2542:37: error[non-subscriptable] Cannot subscript object of type `None` with no `__getitem__` method
pandas/core/frame.py:2543:22: error[unsupported-operator] Operator `in` is not supported for types `int` and `None`, in comparing `int` with `Unknown | None`
pandas/core/frame.py:2544:37: error[non-subscriptable] Cannot subscript object of type `None` with no `__getitem__` method
pandas/core/frame.py:4106:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `NDFrame.__getitem__`
pandas/core/frame.py:5232:32: error[invalid-argument-type] Argument to function `__new__` is incorrect: Expected `Iterable[Unknown]`, found `Unknown | None | tuple[Unknown & ~None] | tuple[()]`
pandas/core/frame.py:5232:52: error[invalid-argument-type] Argument to function `__new__` is incorrect: Expected `Iterable[Unknown]`, found `Unknown | None | tuple[Unknown & ~None] | tuple[()]`
pandas/core/frame.py:7272:9: error[invalid-method-override] Invalid override of method `sort_values`: Definition is incompatible with `NDFrame.sort_values`
pandas/core/frame.py:10299:23: error[invalid-assignment] Object of type `Top[list[Unknown]] & ~AlwaysFalsy` is not assignable to `list[Hashable]`
pandas/core/frame.py:10614:43: error[unresolved-attribute] Object of type `int` has no attribute `is_integer`
pandas/core/frame.py:10732:32: error[invalid-argument-type] Argument to function `frame_apply` is incorrect: Expected `((...) -> Unknown) | str | list[((...) -> Unknown) | str] | MutableMapping[Hashable, ((...) -> Unknown) | str | list[((...) -> Unknown) | str]]`, found `Unknown | None`
@ -491,6 +509,8 @@ pandas/core/groupby/numba_.py:116:18: error[not-iterable] Object of type `prange
pandas/core/groupby/numba_.py:118:22: error[not-iterable] Object of type `prange` is not iterable
pandas/core/groupby/numba_.py:176:18: error[not-iterable] Object of type `prange` is not iterable
pandas/core/groupby/numba_.py:178:22: error[not-iterable] Object of type `prange` is not iterable
pandas/core/indexes/accessors.py:91:9: error[invalid-method-override] Invalid override of method `_delegate_property_get`: Definition is incompatible with `PandasDelegate._delegate_property_get`
pandas/core/indexes/accessors.py:175:9: error[invalid-method-override] Invalid override of method `_delegate_property_get`: Definition is incompatible with `PandasDelegate._delegate_property_get`
pandas/core/indexes/base.py:428:11: error[invalid-type-form] Variable of type `Accessor` is not allowed in a type expression
pandas/core/indexes/base.py:440:24: error[invalid-type-form] Variable of type `Accessor` is not allowed in a type expression
pandas/core/indexes/base.py:441:23: error[invalid-type-form] Variable of type `Accessor` is not allowed in a type expression
@ -513,17 +533,18 @@ pandas/core/indexes/base.py:5310:18: error[no-matching-overload] No overload of
pandas/core/indexes/base.py:6135:64: error[invalid-argument-type] Argument to bound method `get_indexer_non_unique` is incorrect: Expected `ndarray[tuple[Any, ...], dtype[Any]]`, found `Unknown | ExtensionArray | ndarray[tuple[Any, ...], dtype[Any]]`
pandas/core/indexes/base.py:6135:64: error[invalid-argument-type] Argument to bound method `get_indexer_non_unique` is incorrect: Expected `ndarray[tuple[Any, ...], dtype[Any]]`, found `Unknown | ExtensionArray | ndarray[tuple[Any, ...], dtype[Any]]`
pandas/core/indexes/base.py:6464:16: error[no-matching-overload] No overload of bound method `__init__` matches arguments
pandas/core/indexes/category.py:429:9: error[invalid-method-override] Invalid override of method `_maybe_cast_listlike_indexer`: Definition is incompatible with `Index._maybe_cast_listlike_indexer`
pandas/core/indexes/datetimelike.py:139:10: error[invalid-argument-type] Argument to function `doc` is incorrect: Expected `None | str | ((...) -> Unknown)`, found `property`
pandas/core/indexes/datetimelike.py:156:10: error[invalid-argument-type] Argument to function `doc` is incorrect: Expected `None | str | ((...) -> Unknown)`, found `property`
pandas/core/indexes/datetimelike.py:200:42: warning[possibly-missing-attribute] Attribute `asi8` may be missing on object of type `(Any & Index) | CategoricalIndex | DatetimeIndexOpsMixin`
pandas/core/indexes/datetimelike.py:200:42: warning[possibly-missing-attribute] Attribute `asi8` may be missing on object of type `(Any & Index) | CategoricalIndex | Self@equals`
pandas/core/indexes/datetimelike.py:527:10: error[invalid-argument-type] Argument to function `doc` is incorrect: Expected `None | str | ((...) -> Unknown)`, found `property`
pandas/core/indexes/datetimelike.py:756:16: error[invalid-return-type] Return type does not match returned value: expected `tuple[Self@_wrap_join_result, @Todo | None, @Todo | None]`, found `tuple[DatetimeTimedeltaMixin | Unknown, @Todo | None, @Todo | None]`
pandas/core/indexes/datetimelike.py:815:45: error[invalid-argument-type] Argument to bound method `is_on_offset` is incorrect: Expected `datetime`, found `Timestamp | NaTType | Timedelta`
pandas/core/indexes/datetimelike.py:823:16: error[invalid-return-type] Return type does not match returned value: expected `Self@delete`, found `DatetimeTimedeltaMixin`
pandas/core/indexes/datetimelike.py:855:13: error[invalid-assignment] Object of type `BaseOffset | None` is not assignable to attribute `_freq` on type `DatetimeArray | TimedeltaArray`
pandas/core/indexes/datetimes.py:609:29: error[invalid-argument-type] Argument to function `__new__` is incorrect: Expected `integer[Any] | int | float | ... omitted 3 union elements`, found `Unknown | NaTType`
pandas/core/indexes/frozen.py:82:16: error[invalid-return-type] Return type does not match returned value: expected `Self@__radd__`, found `FrozenList`
pandas/core/indexes/frozen.py:92:16: error[invalid-return-type] Return type does not match returned value: expected `Self@__mul__`, found `FrozenList`
pandas/core/indexes/frozen.py:72:15: error[invalid-method-override] Invalid override of method `__iadd__`: Definition is incompatible with `MutableSequence.__iadd__`
pandas/core/indexes/frozen.py:74:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `MutableSequence.__getitem__`
pandas/core/indexes/interval.py:670:43: warning[possibly-missing-attribute] Attribute `left` may be missing on object of type `Unknown | Index`
pandas/core/indexes/interval.py:671:44: warning[possibly-missing-attribute] Attribute `right` may be missing on object of type `Unknown | Index`
pandas/core/indexes/interval.py:686:50: warning[possibly-missing-attribute] Attribute `asi8` may be missing on object of type `(Unknown & ~Top[Interval[Unknown]]) | (Index & ~Top[Interval[Unknown]])`
@ -533,14 +554,16 @@ pandas/core/indexes/interval.py:1397:20: error[no-matching-overload] No overload
pandas/core/indexes/interval.py:1427:25: error[invalid-assignment] Object of type `object` is not assignable to `dtype[Any]`
pandas/core/indexes/interval.py:1435:46: error[unsupported-operator] Operator `*` is unsupported between objects of type `Unknown | None | Literal[1, "D"]` and `float`
pandas/core/indexes/interval.py:1440:32: error[unsupported-operator] Operator `-` is unsupported between objects of type `str | bytes | date | ... omitted 10 union elements` and `str | bytes | date | ... omitted 10 union elements`
pandas/core/indexes/multi.py:1393:16: error[invalid-return-type] Return type does not match returned value: expected `Self@copy`, found `MultiIndex`
pandas/core/indexes/multi.py:1589:9: error[invalid-method-override] Invalid override of method `_set_names`: Definition is incompatible with `Index._set_names`
pandas/core/indexes/multi.py:2256:40: error[unsupported-operator] Operator `>` is not supported for types `object` and `int`, in comparing `~None` with `Literal[0]`
pandas/core/indexes/multi.py:4158:9: error[invalid-method-override] Invalid override of method `_validate_fill_value`: Definition is incompatible with `Index._validate_fill_value`
pandas/core/indexes/multi.py:4484:9: error[no-matching-overload] No overload of function `tile` matches arguments
pandas/core/indexes/period.py:243:29: error[invalid-argument-type] Argument to function `period_array` is incorrect: Expected `Sequence[Period | str | None] | ExtensionArray | ndarray[tuple[Any, ...], dtype[Any]] | Index | Series`, found `Unknown | None`
pandas/core/indexes/range.py:808:9: error[invalid-method-override] Invalid override of method `sort_values`: Definition is incompatible with `Index.sort_values`
pandas/core/indexes/range.py:817:20: error[invalid-return-type] Return type does not match returned value: expected `Self@sort_values | tuple[Self@sort_values, ndarray[tuple[Any, ...], dtype[Any]] | RangeIndex]`, found `RangeIndex | tuple[RangeIndex, ndarray[tuple[Any, ...], dtype[Any]]]`
pandas/core/indexes/range.py:1184:9: error[invalid-method-override] Invalid override of method `_concat`: Definition is incompatible with `Index._concat`
pandas/core/indexes/range.py:1289:27: error[invalid-argument-type] Argument to function `__new__` is incorrect: Expected `str | Buffer | SupportsInt | SupportsIndex | SupportsTrunc`, found `~EllipsisType & ~slice[object, object, object]`
pandas/core/indexes/range.py:1305:23: error[unresolved-attribute] Object of type `~EllipsisType & ~slice[object, object, object]` has no attribute `to_numpy`
pandas/core/indexing.py:772:16: error[invalid-return-type] Return type does not match returned value: expected `Self@__call__`, found `_LocationIndexer`
pandas/core/indexing.py:1242:6: error[invalid-argument-type] Argument to function `doc` is incorrect: Expected `None | str | ((...) -> Unknown)`, found `property`
pandas/core/indexing.py:1430:24: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `Iterable[Unknown]`, found `object`
pandas/core/indexing.py:1447:45: error[unsupported-operator] Operator `>` is not supported for types `object` and `int`, in comparing `object` with `Literal[1]`
@ -554,26 +577,16 @@ pandas/core/indexing.py:2384:49: error[index-out-of-bounds] Index 1 is out of bo
pandas/core/indexing.py:2557:6: error[invalid-argument-type] Argument to function `doc` is incorrect: Expected `None | str | ((...) -> Unknown)`, found `property`
pandas/core/indexing.py:2607:6: error[invalid-argument-type] Argument to function `doc` is incorrect: Expected `None | str | ((...) -> Unknown)`, found `property`
pandas/core/internals/api.py:113:57: error[invalid-argument-type] Argument to function `extract_pandas_array` is incorrect: Expected `int`, found `Unknown | None`
pandas/core/internals/blocks.py:260:16: error[invalid-return-type] Return type does not match returned value: expected `Self@make_block_same_class`, found `Block`
pandas/core/internals/blocks.py:287:16: error[invalid-return-type] Return type does not match returned value: expected `Self@slice_block_columns`, found `Block`
pandas/core/internals/blocks.py:302:16: error[invalid-return-type] Return type does not match returned value: expected `Self@take_block_columns`, found `Block`
pandas/core/internals/blocks.py:315:16: error[invalid-return-type] Return type does not match returned value: expected `Self@getitem_block_columns`, found `Block`
pandas/core/internals/blocks.py:649:16: error[invalid-return-type] Return type does not match returned value: expected `Self@copy`, found `Block`
pandas/core/internals/blocks.py:2089:16: error[invalid-return-type] Return type does not match returned value: expected `Self@slice_block_rows`, found `ExtensionBlock`
pandas/core/internals/construction.py:286:39: error[invalid-argument-type] Argument to function `_check_values_indices_shape_match` is incorrect: Expected `ndarray[tuple[Any, ...], dtype[Any]]`, found `Unknown | ndarray[tuple[Any, ...], dtype[Any]] | ExtensionArray`
pandas/core/internals/construction.py:1021:46: error[invalid-argument-type] Argument to function `maybe_cast_to_datetime` is incorrect: Expected `ndarray[tuple[Any, ...], dtype[Any]] | list[Unknown]`, found `ExtensionArray | ndarray[tuple[Any, ...], dtype[Any]]`
pandas/core/internals/managers.py:235:13: error[unresolved-attribute] Object of type `Self@blknos` has no attribute `_rebuild_blknos_and_blklocs`
pandas/core/internals/managers.py:246:13: error[unresolved-attribute] Object of type `Self@blklocs` has no attribute `_rebuild_blknos_and_blklocs`
pandas/core/internals/managers.py:762:16: error[invalid-return-type] Return type does not match returned value: expected `Self@consolidate`, found `BaseBlockManager`
pandas/core/internals/managers.py:1225:17: error[invalid-assignment] Invalid subscript assignment with key of type `Unknown | BlockPlacement` and value of type `ndarray[tuple[Any, ...], dtype[Any]]` on object of type `list[Unknown | None]`
pandas/core/internals/managers.py:1695:16: error[invalid-return-type] Return type does not match returned value: expected `Self@quantile`, found `BlockManager`
pandas/core/internals/managers.py:2108:20: error[invalid-return-type] Return type does not match returned value: expected `Self@get_rows_with_mask`, found `SingleBlockManager`
pandas/core/internals/managers.py:2122:16: error[invalid-return-type] Return type does not match returned value: expected `Self@get_rows_with_mask`, found `SingleBlockManager`
pandas/core/internals/managers.py:1656:9: error[invalid-method-override] Invalid override of method `_equal_values`: Definition is incompatible with `BaseBlockManager._equal_values`
pandas/core/internals/managers.py:2231:9: error[invalid-method-override] Invalid override of method `_equal_values`: Definition is incompatible with `BaseBlockManager._equal_values`
pandas/core/missing.py:608:19: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `Literal["linear", "nearest", "nearest-up", "slinear", "zero", ... omitted 4 literals] | int`, found `Unknown | None | (str & ~Literal["polynomial"])`
pandas/core/missing.py:613:28: error[unsupported-operator] Operator `<=` is not supported for types `None` and `int`, in comparing `Unknown | None` with `Literal[0]`
pandas/core/missing.py:617:51: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `Literal[1, 2, 3, 4, 5]`, found `Unknown | None`
pandas/core/nanops.py:82:26: error[unresolved-attribute] Object of type `F@__call__` has no attribute `__name__`
pandas/core/nanops.py:106:32: error[unresolved-attribute] Object of type `F@__call__` has no attribute `__name__`
pandas/core/nanops.py:657:20: error[invalid-return-type] Return type does not match returned value: expected `ndarray[tuple[Any, ...], dtype[Any]] | datetime64[date | int | None] | timedelta64[timedelta | int | None] | NaTType`, found `signedinteger[_64Bit]`
pandas/core/nanops.py:908:12: error[invalid-return-type] Return type does not match returned value: expected `tuple[int | float | ndarray[tuple[Any, ...], dtype[Any]], int | float | ndarray[tuple[Any, ...], dtype[Any]]]`, found `tuple[floating[Any] | @Todo | int | float | ndarray[tuple[Any, ...], dtype[Any]], Unknown | int | float]`
pandas/core/nanops.py:1525:12: warning[possibly-missing-attribute] Attribute `astype` may be missing on object of type `@Todo | int`
@ -583,6 +596,8 @@ pandas/core/nanops.py:1563:30: error[no-matching-overload] No overload of bound
pandas/core/nanops.py:1563:30: error[no-matching-overload] No overload of bound method `astype` matches arguments
pandas/core/ops/array_ops.py:340:44: error[invalid-argument-type] Argument to function `invalid_comparison` is incorrect: Expected `ExtensionArray | ndarray[tuple[Any, ...], dtype[Any]] | list[Unknown] | ... omitted 13 union elements`, found `~Top[list[Unknown]] | @Todo`
pandas/core/resample.py:442:45: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `((...) -> Unknown) | str | list[((...) -> Unknown) | str] | MutableMapping[Hashable, ((...) -> Unknown) | str | list[((...) -> Unknown) | str]]`, found `Unknown | None`
pandas/core/resample.py:2110:9: error[invalid-method-override] Invalid override of method `_upsample`: Definition is incompatible with `Resampler._upsample`
pandas/core/resample.py:2242:9: error[invalid-method-override] Invalid override of method `_upsample`: Definition is incompatible with `Resampler._upsample`
pandas/core/resample.py:2574:26: error[invalid-argument-type] Argument to function `__new__` is incorrect: Expected `str | BaseOffset | _NoDefault`, found `Unknown | None`
pandas/core/resample.py:2574:26: error[invalid-argument-type] Argument to function `__new__` is incorrect: Expected `str | BaseOffset | _NoDefault`, found `Unknown | None`
pandas/core/resample.py:2581:13: error[invalid-argument-type] Argument to function `_get_timestamp_range_edges` is incorrect: Expected `BaseOffset`, found `Unknown | None`
@ -605,8 +620,8 @@ pandas/core/reshape/merge.py:1649:25: warning[redundant-cast] Value is already o
pandas/core/reshape/merge.py:1671:25: warning[redundant-cast] Value is already of type `Hashable`
pandas/core/reshape/merge.py:1954:16: error[invalid-argument-type] Argument to function `len` is incorrect: Expected `Sized`, found `Unknown | (Hashable & ~None)`
pandas/core/reshape/merge.py:1954:33: error[invalid-argument-type] Argument to function `len` is incorrect: Expected `Sized`, found `Unknown | (Hashable & ~None)`
pandas/core/reshape/merge.py:2434:41: error[invalid-argument-type] Argument to function `len` is incorrect: Expected `Sized`, found `Unknown | None | list[Divergent]`
pandas/core/reshape/merge.py:2438:24: error[unsupported-operator] Operator `+` is unsupported between objects of type `Unknown | None | list[Divergent]` and `list[Unknown]`
pandas/core/reshape/merge.py:2434:41: error[invalid-argument-type] Argument to function `len` is incorrect: Expected `Sized`, found `Unknown | None | list[Divergent] | list[Unknown | None | list[Divergent]]`
pandas/core/reshape/merge.py:2438:24: error[unsupported-operator] Operator `+` is unsupported between objects of type `Unknown | None | list[Divergent] | list[Unknown | None | list[Divergent]]` and `list[Unknown]`
pandas/core/reshape/merge.py:2920:32: error[invalid-argument-type] Argument to bound method `factorize` is incorrect: Expected `ndarray[tuple[Any, ...], dtype[Any]]`, found `ndarray[tuple[Any, ...], dtype[Any]] | Unknown | ExtensionArray`
pandas/core/reshape/merge.py:2922:48: error[invalid-argument-type] Argument to bound method `hash_inner_join` is incorrect: Expected `ndarray[tuple[Any, ...], dtype[Any]]`, found `ndarray[tuple[Any, ...], dtype[Any]] | Unknown | (ExtensionArray & ~BaseMaskedArray & ~ArrowExtensionArray)`
pandas/core/reshape/merge.py:2925:36: error[invalid-argument-type] Argument to bound method `factorize` is incorrect: Expected `ndarray[tuple[Any, ...], dtype[Any]]`, found `ndarray[tuple[Any, ...], dtype[Any]] | Unknown | (ExtensionArray & ~BaseMaskedArray & ~ArrowExtensionArray)`
@ -618,6 +633,7 @@ pandas/core/reshape/tile.py:542:18: error[no-matching-overload] No overload of f
pandas/core/series.py:341:16: error[invalid-type-form] Invalid subscript of object of type `Accessor` in type expression
pandas/core/series.py:341:21: error[invalid-type-form] Variable of type `Accessor` is not allowed in a type expression
pandas/core/series.py:908:23: error[invalid-type-form] Invalid subscript of object of type `Accessor` in type expression
pandas/core/series.py:939:9: error[invalid-method-override] Invalid override of method `__getitem__`: Definition is incompatible with `NDFrame.__getitem__`
pandas/core/series.py:1432:27: error[invalid-type-form] Variable of type `Accessor` is not allowed in a type expression
pandas/core/series.py:1444:17: error[invalid-type-form] Variable of type `Accessor` is not allowed in a type expression
pandas/core/series.py:1445:23: error[invalid-type-form] Variable of type `Accessor` is not allowed in a type expression
@ -643,6 +659,7 @@ pandas/core/series.py:1608:10: error[invalid-type-form] Variable of type `Access
pandas/core/series.py:2835:43: error[unresolved-attribute] Object of type `int` has no attribute `is_integer`
pandas/core/series.py:4642:32: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `((...) -> Unknown) | str | list[((...) -> Unknown) | str] | MutableMapping[Hashable, ((...) -> Unknown) | str | list[((...) -> Unknown) | str]]`, found `(Unknown & ~None) | dict[str, Unknown]`
pandas/core/series.py:5073:20: error[no-matching-overload] No overload of bound method `_rename` matches arguments
pandas/core/series.py:5391:9: error[invalid-method-override] Invalid override of method `rename_axis`: Definition is incompatible with `NDFrame.rename_axis`
pandas/core/series.py:5461:16: error[invalid-return-type] Return type does not match returned value: expected `Self@rename_axis | None`, found `Series | None`
pandas/core/series.py:5650:17: error[invalid-type-form] Variable of type `Accessor` is not allowed in a type expression
pandas/core/series.py:5652:30: error[invalid-type-form] Variable of type `Accessor` is not allowed in a type expression
@ -651,12 +668,11 @@ pandas/core/series.py:6471:15: error[invalid-type-form] Variable of type `Access
pandas/core/series.py:6535:19: error[invalid-type-form] Invalid subscript of object of type `Accessor` in type expression
pandas/core/sorting.py:429:13: error[unknown-argument] Argument `ascending` does not match any known parameter of bound method `argsort`
pandas/core/sorting.py:431:13: error[unknown-argument] Argument `na_position` does not match any known parameter of bound method `argsort`
pandas/core/strings/accessor.py:134:21: error[unresolved-attribute] Object of type `F@forbid_nonstring_types` has no attribute `__name__`
pandas/core/strings/accessor.py:310:33: error[unresolved-attribute] Module `pyarrow` has no member `compute`
pandas/core/strings/accessor.py:311:27: error[unresolved-attribute] Module `pyarrow` has no member `compute`
pandas/core/strings/accessor.py:312:27: error[unresolved-attribute] Module `pyarrow` has no member `compute`
pandas/core/strings/accessor.py:321:25: error[unresolved-attribute] Module `pyarrow` has no member `compute`
pandas/core/strings/accessor.py:331:21: error[unresolved-attribute] Module `pyarrow` has no member `compute`
pandas/core/strings/accessor.py:310:33: warning[possibly-missing-attribute] Submodule `compute` may not be available as an attribute on module `pyarrow`
pandas/core/strings/accessor.py:311:27: warning[possibly-missing-attribute] Submodule `compute` may not be available as an attribute on module `pyarrow`
pandas/core/strings/accessor.py:312:27: warning[possibly-missing-attribute] Submodule `compute` may not be available as an attribute on module `pyarrow`
pandas/core/strings/accessor.py:321:25: warning[possibly-missing-attribute] Submodule `compute` may not be available as an attribute on module `pyarrow`
pandas/core/strings/accessor.py:331:21: warning[possibly-missing-attribute] Submodule `compute` may not be available as an attribute on module `pyarrow`
pandas/core/strings/accessor.py:396:30: warning[possibly-missing-attribute] Attribute `dtype` may be missing on object of type `(Unknown & <Protocol with members 'ndim'> & <Protocol with members 'dtype'>) | dict[Unknown, ArrowExtensionArray | Unknown] | list[Unknown]`
pandas/core/strings/accessor.py:1411:20: warning[possibly-missing-attribute] Attribute `flags` may be missing on object of type `str | Pattern[Unknown]`
pandas/core/strings/accessor.py:1426:33: warning[possibly-missing-attribute] Attribute `flags` may be missing on object of type `str | Pattern[Unknown] | Pattern[str]`
@ -664,9 +680,9 @@ pandas/core/strings/accessor.py:1431:38: warning[possibly-missing-attribute] Att
pandas/core/tools/datetimes.py:393:35: error[invalid-argument-type] Argument to function `is_supported_dtype` is incorrect: Expected `dtype[Any]`, found `(Any & ~DatetimeTZDtype) | None`
pandas/core/tools/datetimes.py:1062:22: error[invalid-assignment] Object of type `bool` is not assignable to `Timestamp | NaTType | Series | Index`
pandas/core/util/hashing.py:314:16: error[no-matching-overload] No overload of bound method `astype` matches arguments
pandas/core/util/numba_.py:79:8: error[unresolved-attribute] Module `numba` has no member `extending`
pandas/core/util/numba_.py:79:8: warning[possibly-missing-attribute] Submodule `extending` may not be available as an attribute on module `numba`
pandas/core/util/numba_.py:82:22: error[unresolved-attribute] Object of type `(...) -> Unknown` has no attribute `__name__`
pandas/core/util/numba_.py:89:22: error[unresolved-attribute] Module `numba` has no member `extending`
pandas/core/util/numba_.py:89:22: warning[possibly-missing-attribute] Submodule `extending` may not be available as an attribute on module `numba`
pandas/core/window/ewm.py:913:38: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `BaseGrouper`, found `Unknown | None`
pandas/core/window/numba_.py:67:18: error[not-iterable] Object of type `prange` is not iterable
pandas/core/window/numba_.py:131:18: error[not-iterable] Object of type `prange` is not iterable
@ -743,7 +759,12 @@ pandas/io/excel/_base.py:852:17: error[invalid-assignment] Invalid subscript ass
pandas/io/excel/_base.py:852:57: error[invalid-argument-type] Method `__getitem__` of type `Overload[(i: SupportsIndex, /) -> Unknown, (s: slice[Any, Any, Any], /) -> list[Unknown]]` cannot be called with key of type `object` on object of type `list[Unknown]`
pandas/io/excel/_base.py:855:54: error[invalid-argument-type] Method `__getitem__` of type `Overload[(i: SupportsIndex, /) -> Unknown, (s: slice[Any, Any, Any], /) -> list[Unknown]]` cannot be called with key of type `object` on object of type `list[Unknown]`
pandas/io/excel/_base.py:1366:16: error[invalid-return-type] Return type does not match returned value: expected `tuple[int | float | str | date, str | None]`, found `tuple[Unknown | int | float | Decimal | str, None | Unknown | str]`
pandas/io/excel/_calamine.py:100:9: error[invalid-method-override] Invalid override of method `get_sheet_data`: Definition is incompatible with `BaseExcelReader.get_sheet_data`
pandas/io/excel/_odfreader.py:102:9: error[invalid-method-override] Invalid override of method `get_sheet_data`: Definition is incompatible with `BaseExcelReader.get_sheet_data`
pandas/io/excel/_odswriter.py:68:23: error[invalid-type-form] Variable of type `def OpenDocumentSpreadsheet() -> Unknown` is not allowed in a type expression
pandas/io/excel/_openpyxl.py:614:9: error[invalid-method-override] Invalid override of method `get_sheet_data`: Definition is incompatible with `BaseExcelReader.get_sheet_data`
pandas/io/excel/_pyxlsb.py:97:9: error[invalid-method-override] Invalid override of method `get_sheet_data`: Definition is incompatible with `BaseExcelReader.get_sheet_data`
pandas/io/excel/_xlrd.py:79:9: error[invalid-method-override] Invalid override of method `get_sheet_data`: Definition is incompatible with `BaseExcelReader.get_sheet_data`
pandas/io/formats/excel.py:252:21: error[invalid-argument-type] Argument to function `remove_none` is incorrect: Expected `dict[str, str | None]`, found `dict[Unknown | str, Unknown | dict[str, bool | str | None] | dict[str, dict[str, str | None]] | dict[str, int | float | str | None] | dict[str, str | None]]`
pandas/io/formats/excel.py:253:16: error[invalid-return-type] Return type does not match returned value: expected `dict[str, dict[str, str]]`, found `dict[Unknown | str, Unknown | dict[str, bool | str | None] | dict[str, dict[str, str | None]] | dict[str, int | float | str | None] | dict[str, str | None]]`
pandas/io/formats/format.py:572:22: error[invalid-assignment] Object of type `(Sequence[str | int] & Top[Mapping[Unknown, object]] & ~int & ~str) | (Mapping[Hashable, str | int] & ~int & ~str)` is not assignable to `Mapping[Hashable, str | int]`
@ -774,7 +795,7 @@ pandas/io/formats/style.py:2732:13: warning[possibly-missing-attribute] Attribut
pandas/io/formats/style.py:2732:38: error[invalid-argument-type] Argument to bound method `extend` is incorrect: Expected `Iterable[CSSDict]`, found `dict[Any, list[CSSDict]] | list[CSSDict] | None`
pandas/io/formats/style.py:4022:41: error[invalid-argument-type] Argument to function `_validate_apply_axis_arg` is incorrect: Expected `NDFrame | Sequence[Unknown] | ndarray[tuple[Any, ...], dtype[Any]]`, found `bytes | (date & Iterable[object]) | (timedelta & Iterable[object]) | ... omitted 12 union elements`
pandas/io/formats/style.py:4025:42: error[invalid-argument-type] Argument to function `_validate_apply_axis_arg` is incorrect: Expected `NDFrame | Sequence[Unknown] | ndarray[tuple[Any, ...], dtype[Any]]`, found `bytes | (date & Iterable[object]) | (timedelta & Iterable[object]) | ... omitted 12 union elements`
pandas/io/formats/style.py:4234:20: error[invalid-assignment] Object of type `tuple[floating[Any], Literal["zero"]]` is not assignable to `int | float`
pandas/io/formats/style.py:4234:20: error[invalid-assignment] Object of type `floating[Any]` is not assignable to `int | float`
pandas/io/formats/style_render.py:1222:17: error[invalid-argument-type] Argument to function `_maybe_wrap_formatter` is incorrect: Expected `str | ((...) -> Unknown) | None`, found `object`
pandas/io/formats/style_render.py:1402:25: error[invalid-assignment] Object of type `dict[int | Unknown, object]` is not assignable to `str | ((...) -> Unknown) | dict[Any, str | ((...) -> Unknown) | None] | None`
pandas/io/formats/style_render.py:1409:17: warning[possibly-missing-attribute] Attribute `get` may be missing on object of type `dict[Any, str | ((...) -> Unknown) | None] | str | ((...) -> Unknown) | None`
@ -786,6 +807,9 @@ pandas/io/formats/style_render.py:1878:12: error[invalid-return-type] Return typ
pandas/io/formats/xml.py:449:14: error[unresolved-import] Cannot resolve imported module `lxml.etree`
pandas/io/formats/xml.py:511:14: error[unresolved-import] Cannot resolve imported module `lxml.etree`
pandas/io/formats/xml.py:523:14: error[unresolved-import] Cannot resolve imported module `lxml.etree`
pandas/io/html.py:639:9: error[invalid-method-override] Invalid override of method `_parse_td`: Definition is incompatible with `_HtmlFrameParser._parse_td`
pandas/io/html.py:731:9: error[invalid-method-override] Invalid override of method `_parse_td`: Definition is incompatible with `_HtmlFrameParser._parse_td`
pandas/io/html.py:736:9: error[invalid-method-override] Invalid override of method `_parse_tables`: Definition is incompatible with `_HtmlFrameParser._parse_tables`
pandas/io/html.py:784:14: error[unresolved-import] Cannot resolve imported module `lxml.etree`
pandas/io/json/_json.py:792:19: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `JsonReader[FrameSeriesStrT@JsonReader]`, found `JsonReader[str]`
pandas/io/json/_json.py:1025:38: error[invalid-argument-type] Argument to bound method `__init__` is incorrect: Expected `ExtensionDtype | str | dtype[Any] | ... omitted 3 union elements`, found `Unknown | bool | None | str | _NoDefault`
@ -883,48 +907,47 @@ pandas/io/xml.py:46:22: error[unresolved-import] Module `lxml` has no member `et
pandas/io/xml.py:545:14: error[unresolved-import] Cannot resolve imported module `lxml.etree`
pandas/io/xml.py:617:14: error[unresolved-import] Cannot resolve imported module `lxml.etree`
pandas/io/xml.py:655:14: error[unresolved-import] Cannot resolve imported module `lxml.etree`
pandas/plotting/_matplotlib/boxplot.py:278:9: error[unresolved-attribute] Module `matplotlib` has no member `artist`
pandas/plotting/_matplotlib/boxplot.py:280:9: error[unresolved-attribute] Module `matplotlib` has no member `artist`
pandas/plotting/_matplotlib/boxplot.py:282:9: error[unresolved-attribute] Module `matplotlib` has no member `artist`
pandas/plotting/_matplotlib/boxplot.py:284:9: error[unresolved-attribute] Module `matplotlib` has no member `artist`
pandas/plotting/_matplotlib/boxplot.py:278:9: warning[possibly-missing-attribute] Submodule `artist` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/boxplot.py:280:9: warning[possibly-missing-attribute] Submodule `artist` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/boxplot.py:282:9: warning[possibly-missing-attribute] Submodule `artist` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/boxplot.py:284:9: warning[possibly-missing-attribute] Submodule `artist` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/boxplot.py:338:14: error[non-subscriptable] Cannot subscript object of type `None` with no `__getitem__` method
pandas/plotting/_matplotlib/boxplot.py:338:27: error[invalid-argument-type] Argument to function `len` is incorrect: Expected `Sized`, found `Unknown | None | list[Unknown | None]`
pandas/plotting/_matplotlib/converter.py:78:12: error[invalid-return-type] Return type does not match returned value: expected `list[tuple[type, type[DateConverter]]]`, found `list[Unknown | tuple[<class 'Timestamp'>, <class 'DatetimeConverter'>] | tuple[<class 'Period'>, <class 'PeriodConverter'>] | ... omitted 4 union elements]`
pandas/plotting/_matplotlib/converter.py:172:18: error[unresolved-attribute] Module `matplotlib` has no member `ticker`
pandas/plotting/_matplotlib/converter.py:182:21: error[unresolved-attribute] Module `matplotlib` has no member `ticker`
pandas/plotting/_matplotlib/converter.py:157:9: error[invalid-method-override] Invalid override of method `convert`: Definition is incompatible with `ConversionInterface.convert`
pandas/plotting/_matplotlib/converter.py:172:18: warning[possibly-missing-attribute] Submodule `ticker` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/converter.py:182:21: warning[possibly-missing-attribute] Submodule `ticker` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/converter.py:227:9: error[invalid-method-override] Invalid override of method `convert`: Definition is incompatible with `DateConverter.convert`
pandas/plotting/_matplotlib/converter.py:236:16: error[no-matching-overload] No overload of function `to_offset` matches arguments
pandas/plotting/_matplotlib/converter.py:291:9: error[invalid-method-override] Invalid override of method `convert`: Definition is incompatible with `DateConverter.convert`
pandas/plotting/_matplotlib/converter.py:841:12: error[invalid-return-type] Return type does not match returned value: expected `ndarray[tuple[Any, ...], dtype[Any]]`, found `ndarray[tuple[int], list[Unknown | tuple[str, <class 'int'>] | tuple[str, <class 'bool'>] | tuple[str, str]]]`
pandas/plotting/_matplotlib/converter.py:889:12: error[invalid-return-type] Return type does not match returned value: expected `ndarray[tuple[Any, ...], dtype[Any]]`, found `ndarray[tuple[int], list[Unknown | tuple[str, <class 'int'>] | tuple[str, <class 'bool'>] | tuple[str, str]]]`
pandas/plotting/_matplotlib/converter.py:912:12: error[invalid-return-type] Return type does not match returned value: expected `ndarray[tuple[Any, ...], dtype[Any]]`, found `ndarray[tuple[int], list[Unknown | tuple[str, <class 'int'>] | tuple[str, <class 'bool'>] | tuple[str, str]]]`
pandas/plotting/_matplotlib/converter.py:932:30: error[unresolved-attribute] Module `matplotlib` has no member `ticker`
pandas/plotting/_matplotlib/converter.py:1013:16: error[unresolved-attribute] Module `matplotlib` has no member `transforms`
pandas/plotting/_matplotlib/converter.py:1021:32: error[unresolved-attribute] Module `matplotlib` has no member `ticker`
pandas/plotting/_matplotlib/converter.py:1097:37: error[unresolved-attribute] Module `matplotlib` has no member `ticker`
pandas/plotting/_matplotlib/core.py:111:20: error[unresolved-attribute] Module `matplotlib` has no member `colors`
pandas/plotting/_matplotlib/converter.py:932:30: warning[possibly-missing-attribute] Submodule `ticker` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/converter.py:1013:16: warning[possibly-missing-attribute] Submodule `transforms` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/converter.py:1021:32: warning[possibly-missing-attribute] Submodule `ticker` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/converter.py:1097:37: warning[possibly-missing-attribute] Submodule `ticker` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/core.py:541:20: error[invalid-return-type] Return type does not match returned value: expected `Axes`, found `object`
pandas/plotting/_matplotlib/core.py:745:21: error[unresolved-attribute] Object of type `object` has no attribute `yaxis`
pandas/plotting/_matplotlib/core.py:756:21: error[unresolved-attribute] Object of type `object` has no attribute `yaxis`
pandas/plotting/_matplotlib/core.py:1063:35: error[invalid-return-type] Function can implicitly return `None`, which is not assignable to return type `bool`
pandas/plotting/_matplotlib/core.py:1240:32: error[unresolved-attribute] Module `matplotlib` has no member `axes`
pandas/plotting/_matplotlib/core.py:1383:21: error[unresolved-attribute] Module `matplotlib` has no member `patches`
pandas/plotting/_matplotlib/core.py:1445:17: error[unresolved-attribute] Module `matplotlib` has no member `colors`
pandas/plotting/_matplotlib/core.py:1240:32: warning[possibly-missing-attribute] Submodule `axes` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/core.py:1383:21: warning[possibly-missing-attribute] Submodule `patches` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/core.py:1457:39: error[invalid-argument-type] Argument to bound method `get_cmap` is incorrect: Expected `str | Colormap`, found `Unknown | None`
pandas/plotting/_matplotlib/core.py:1477:20: error[unresolved-attribute] Module `matplotlib` has no member `colors`
pandas/plotting/_matplotlib/core.py:1479:20: error[unresolved-attribute] Module `matplotlib` has no member `colors`
pandas/plotting/_matplotlib/misc.py:131:22: error[unresolved-attribute] Module `matplotlib` has no member `lines`
pandas/plotting/_matplotlib/misc.py:192:18: error[unresolved-attribute] Module `matplotlib` has no member `patches`
pandas/plotting/_matplotlib/misc.py:195:22: error[unresolved-attribute] Module `matplotlib` has no member `patches`
pandas/plotting/_matplotlib/misc.py:131:22: warning[possibly-missing-attribute] Submodule `lines` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/misc.py:192:18: warning[possibly-missing-attribute] Submodule `patches` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/misc.py:195:22: warning[possibly-missing-attribute] Submodule `patches` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/misc.py:416:27: error[invalid-argument-type] Argument to bound method `axvline` is incorrect: Expected `int | float`, found `Unknown | int | str`
pandas/plotting/_matplotlib/misc.py:416:27: error[invalid-argument-type] Argument to bound method `axvline` is incorrect: Expected `int | float`, found `Unknown | int | str`
pandas/plotting/_matplotlib/style.py:99:16: error[invalid-return-type] Return type does not match returned value: expected `dict[str, str | Sequence[int | float]] | list[str | Sequence[int | float]]`, found `dict[str, str | Sequence[int | float]] | (Sequence[str | Sequence[int | float]] & Top[dict[Unknown, Unknown]]) | (Sequence[int | float] & Top[dict[Unknown, Unknown]])`
pandas/plotting/_matplotlib/timeseries.py:120:38: error[invalid-argument-type] Argument to function `_replot_ax` is incorrect: Expected `Axes`, found `~None`
pandas/plotting/_matplotlib/timeseries.py:360:23: error[invalid-argument-type] Argument to function `decorate_axes` is incorrect: Expected `Axes`, found `object`
pandas/plotting/_matplotlib/timeseries.py:362:23: error[invalid-argument-type] Argument to function `decorate_axes` is incorrect: Expected `Axes`, found `object`
pandas/plotting/_matplotlib/tools.py:82:12: error[unresolved-attribute] Module `matplotlib` has no member `table`
pandas/plotting/_matplotlib/tools.py:332:45: error[unresolved-attribute] Module `matplotlib` has no member `ticker`
pandas/plotting/_matplotlib/tools.py:333:32: error[unresolved-attribute] Module `matplotlib` has no member `ticker`
pandas/plotting/_matplotlib/tools.py:334:47: error[unresolved-attribute] Module `matplotlib` has no member `ticker`
pandas/plotting/_matplotlib/tools.py:335:34: error[unresolved-attribute] Module `matplotlib` has no member `ticker`
pandas/plotting/_matplotlib/tools.py:82:12: warning[possibly-missing-attribute] Submodule `table` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/tools.py:332:45: warning[possibly-missing-attribute] Submodule `ticker` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/tools.py:333:32: warning[possibly-missing-attribute] Submodule `ticker` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/tools.py:334:47: warning[possibly-missing-attribute] Submodule `ticker` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/tools.py:335:34: warning[possibly-missing-attribute] Submodule `ticker` may not be available as an attribute on module `matplotlib`
pandas/plotting/_matplotlib/tools.py:477:18: error[unresolved-attribute] Object of type `object` has no attribute `get_lines`
pandas/plotting/_matplotlib/tools.py:480:18: error[unresolved-attribute] Object of type `object` has no attribute `get_lines`
pandas/tseries/holiday.py:325:48: error[invalid-argument-type] Argument to function `__new__` is incorrect: Expected `SupportsIndex`, found `Unknown | None`
@ -940,7 +963,5 @@ pandas/util/_decorators.py:377:21: error[invalid-argument-type] Argument to boun
pandas/util/_exceptions.py:45:15: error[no-matching-overload] No overload of function `dirname` matches arguments
pandas/util/_print_versions.py:29:14: error[unresolved-import] Cannot resolve imported module `pandas._version_meson`
pandas/util/_validators.py:388:33: error[invalid-argument-type] Argument to function `validate_bool_kwarg` is incorrect: Argument type `object` does not satisfy constraints (`bool`, `int`, `None`) of type variable `BoolishNoneT`
typings/numba.pyi:20:7: error[unresolved-attribute] Module `numba.core.types` has no member `abstract`
typings/numba.pyi:21:12: error[unresolved-attribute] Module `numba.core.types` has no member `abstract`
typings/numba.pyi:24:21: error[unresolved-attribute] Module `numba` has no member `compiler`
Found 945 diagnostics
Found 966 diagnostics

61
scripts/ty_benchmark/snapshots/prefect_ty.txt
View File

@ -26,6 +26,9 @@ src/prefect/events/utilities.py:96:27: error[invalid-argument-type] Argument is
src/prefect/events/utilities.py:96:27: error[invalid-argument-type] Argument is incorrect: Expected `dict[str, Any]`, found `Any | dict[str, Any] | None`
src/prefect/events/utilities.py:96:27: error[invalid-argument-type] Argument is incorrect: Expected `UUID`, found `Any | dict[str, Any] | None`
src/prefect/events/utilities.py:96:27: error[invalid-argument-type] Argument is incorrect: Expected `UUID | None`, found `Any | dict[str, Any] | None`
src/prefect/events/worker.py:74:9: error[invalid-method-override] Invalid override of method `_prepare_item`: Definition is incompatible with `QueueService._prepare_item`
src/prefect/events/worker.py:78:15: error[invalid-method-override] Invalid override of method `_handle`: Definition is incompatible with `QueueService._handle`
src/prefect/events/worker.py:100:9: error[invalid-method-override] Invalid override of method `instance`: Definition is incompatible with `_QueueServiceBase.instance`
src/prefect/input/actions.py:46:49: warning[deprecated] The function `json` is deprecated: The `json` method is deprecated; use `model_dump_json` instead.
src/prefect/server/models/artifacts.py:449:12: error[unresolved-attribute] Object of type `Result[Unknown]` has no attribute `rowcount`
src/prefect/server/models/artifacts.py:449:39: error[unresolved-attribute] Object of type `Result[Unknown]` has no attribute `rowcount`
@ -87,34 +90,34 @@ src/prefect/server/models/variables.py:154:12: error[unresolved-attribute] Objec
src/prefect/server/models/variables.py:168:12: error[unresolved-attribute] Object of type `Result[Any]` has no attribute `rowcount`
src/prefect/server/models/work_queues.py:282:15: error[unresolved-attribute] Object of type `Result[Unknown]` has no attribute `rowcount`
src/prefect/server/models/work_queues.py:311:12: error[unresolved-attribute] Object of type `Result[Any]` has no attribute `rowcount`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `Operator`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterId | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterName | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterTags | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterDeploymentId | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterWorkQueueName | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterFlowVersion | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterStartTime | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterEndTime | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterExpectedStartTime | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterNextScheduledStartTime | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterParentFlowRunId | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterParentTaskRunId | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterIdempotencyKey | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `Operator`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterId | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterName | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterTags | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterDeploymentId | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterWorkQueueName | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterFlowVersion | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterStartTime | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterEndTime | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterExpectedStartTime | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterNextScheduledStartTime | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterParentFlowRunId | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterParentTaskRunId | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:403:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterIdempotencyKey | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:404:17: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterState | None`, found `dict[str, dict[str, list[Unknown | StateType]]]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `Operator`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterId | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterName | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterTags | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterDeploymentId | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterWorkQueueName | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterFlowVersion | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterStartTime | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterEndTime | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterExpectedStartTime | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterParentFlowRunId | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterParentTaskRunId | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterIdempotencyKey | None`, found `dict[str, Unknown] | dict[str, Unknown | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `Operator`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterId | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterName | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterTags | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterDeploymentId | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterWorkQueueName | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterFlowVersion | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterStartTime | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterEndTime | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterExpectedStartTime | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterParentFlowRunId | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterParentTaskRunId | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:421:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterIdempotencyKey | None`, found `dict[str, list[str] | None] | dict[str, list[UUID] | None | bool]`
src/prefect/server/models/work_queues.py:422:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterState | None`, found `dict[str, dict[str, list[Unknown | StateType]]]`
src/prefect/server/models/work_queues.py:423:13: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterNextScheduledStartTime | None`, found `dict[str, datetime | None]`
src/prefect/server/models/work_queues.py:491:54: error[invalid-argument-type] Argument is incorrect: Expected `FlowRunFilterStateName | None`, found `dict[Unknown | str, Unknown | list[Unknown | str]]`
@ -124,8 +127,8 @@ src/prefect/server/models/work_queues.py:628:13: error[invalid-argument-type] Ar
src/prefect/server/models/workers.py:253:15: error[unresolved-attribute] Object of type `Result[Unknown]` has no attribute `rowcount`
src/prefect/server/models/workers.py:289:12: error[unresolved-attribute] Object of type `Result[Any]` has no attribute `rowcount`
src/prefect/server/models/workers.py:626:15: error[unresolved-attribute] Object of type `Result[Unknown]` has no attribute `rowcount`
src/prefect/server/models/workers.py:672:12: error[unresolved-attribute] Module `sqlalchemy` has no member `exc`
src/prefect/server/models/workers.py:672:12: warning[possibly-missing-attribute] Submodule `exc` may not be available as an attribute on module `sqlalchemy`
src/prefect/server/models/workers.py:755:9: error[invalid-assignment] Invalid subscript assignment with key of type `Literal["heartbeat_interval_seconds"]` and value of type `int` on object of type `dict[str, datetime | WorkerStatus]`
src/prefect/server/models/workers.py:770:12: error[unresolved-attribute] Object of type `Result[Unknown]` has no attribute `rowcount`
src/prefect/server/models/workers.py:799:12: error[unresolved-attribute] Object of type `Result[Any]` has no attribute `rowcount`
Found 130 diagnostics
Found 133 diagnostics

33
scripts/ty_benchmark/snapshots/pytorch_Pyrefly.txt
View File

@ -987,6 +987,8 @@ ERROR torch/_dynamo/utils.py:2484:5-16: No attribute `iinfo` in module `torch` [
ERROR torch/_dynamo/utils.py:2490:12-18: Could not find import of `triton` [missing-import]
ERROR torch/_dynamo/utils.py:2510:13-23: No attribute `Size` in module `torch` [missing-attribute]
ERROR torch/_dynamo/utils.py:2532:21-54: Module `torch.nested._internal.nested_int` exists, but was not imported explicitly. You are relying on other modules to load it. [implicit-import]
ERROR torch/_dynamo/utils.py:2646:39-53: `type[Iterator]` is not assignable to `type[Iterator[Any]]` [bad-assignment]
ERROR torch/_dynamo/utils.py:2647:39-59: `type[Iterator]` is not assignable to `type[Iterator[Any]]` [bad-assignment]
ERROR torch/_dynamo/utils.py:2981:12-22: No attribute `sqrt` in module `torch` [missing-attribute]
ERROR torch/_dynamo/utils.py:2981:23-33: No attribute `mean` in module `torch` [missing-attribute]
ERROR torch/_dynamo/utils.py:2981:34-46: No attribute `square` in module `torch` [missing-attribute]
@ -1275,6 +1277,7 @@ ERROR torch/_dynamo/variables/functions.py:628:18-44: Module `torch._dynamo.side
ERROR torch/_dynamo/variables/functions.py:645:22-48: Module `torch._dynamo.side_effects` exists, but was not imported explicitly. You are relying on other modules to load it. [implicit-import]
ERROR torch/_dynamo/variables/functions.py:1839:34-47: Module `torch._guards` exists, but was not imported explicitly. You are relying on other modules to load it. [implicit-import]
WARN torch/_dynamo/variables/functions.py:1981:13-38: `torch.distributed.distributed_c10d._reduce_scatter_base` is deprecated [deprecated]
ERROR torch/_dynamo/variables/functions.py:2193:33-45: `(...) -> object` is not assignable to attribute `traceable_fn` with type `_F` [bad-assignment]
ERROR torch/_dynamo/variables/functions.py:2446:9-17: Class member `DynamoTritonHOPifier.call_HOP` overrides parent class `TritonHOPifier` in an inconsistent manner [bad-param-name-override]
ERROR torch/_dynamo/variables/higher_order_ops.py:98:24-57: Argument `list[bool] | None` is not assignable to parameter `obj` with type `Sized` in function `len` [bad-argument-type]
ERROR torch/_dynamo/variables/higher_order_ops.py:98:66-83: Argument `list[Any] | None` is not assignable to parameter `obj` with type `Sized` in function `len` [bad-argument-type]
@ -4349,6 +4352,7 @@ ERROR torch/_inductor/codegen/simd_kernel_features.py:357:46-52: Argument `list[
ERROR torch/_inductor/codegen/subgraph.py:97:44-56: Object of class `Expr` has no attribute `name` [missing-attribute]
ERROR torch/_inductor/codegen/subgraph.py:98:56-68: Object of class `Expr` has no attribute `name` [missing-attribute]
ERROR torch/_inductor/codegen/subgraph.py:373:31-42: No attribute `empty` in module `torch` [missing-attribute]
ERROR torch/_inductor/codegen/triton_combo_kernel.py:619:26-44: Class `NoneType` has no class attribute `grid_expr` [missing-attribute]
ERROR torch/_inductor/codegen/triton_split_scan.py:92:16-37: Could not find import of `triton.language` [missing-import]
ERROR torch/_inductor/codegen/triton_split_scan.py:130:55-61: Argument `int` is not assignable to parameter `index` with type `Expr` in function `torch._inductor.codegen.simd.SIMDKernel.index_to_str` [bad-argument-type]
ERROR torch/_inductor/codegen/triton_utils.py:39:25-44: No attribute `float8_e4m3fn` in module `torch` [missing-attribute]
@ -12393,11 +12397,7 @@ ERROR torch/_weights_only_unpickler.py:217:9-47: No attribute `per_channel_affin
ERROR torch/accelerator/__init__.py:96:59-71: No attribute `device` in module `torch` [missing-attribute]
ERROR torch/accelerator/__init__.py:122:16-52: No attribute `_accelerator_getAccelerator` in module `torch._C` [missing-attribute]
ERROR torch/accelerator/__init__.py:134:12-48: No attribute `_accelerator_getDeviceIndex` in module `torch._C` [missing-attribute]
WARN torch/accelerator/__init__.py:137:22-140:24: `current_device_index` is deprecated [deprecated]
WARN torch/accelerator/__init__.py:142:1-19: `current_device_index` is deprecated [deprecated]
ERROR torch/accelerator/__init__.py:165:5-41: No attribute `_accelerator_setDeviceIndex` in module `torch._C` [missing-attribute]
WARN torch/accelerator/__init__.py:168:18-171:20: `set_device_index` is deprecated [deprecated]
WARN torch/accelerator/__init__.py:173:1-15: `set_device_index` is deprecated [deprecated]
ERROR torch/accelerator/__init__.py:187:52-64: No attribute `Stream` in module `torch` [missing-attribute]
ERROR torch/accelerator/__init__.py:199:12-43: No attribute `_accelerator_getStream` in module `torch._C` [missing-attribute]
ERROR torch/accelerator/__init__.py:202:24-36: No attribute `Stream` in module `torch` [missing-attribute]
@ -13115,6 +13115,12 @@ ERROR torch/ao/pruning/sparsifier/weight_norm_sparsifier.py:197:25-35: No attrib
ERROR torch/ao/pruning/sparsifier/weight_norm_sparsifier.py:231:25-40: No attribute `ones_like` in module `torch` [missing-attribute]
ERROR torch/ao/pruning/sparsifier/weight_norm_sparsifier.py:233:25-41: No attribute `zeros_like` in module `torch` [missing-attribute]
ERROR torch/ao/pruning/sparsifier/weight_norm_sparsifier.py:249:31-47: No attribute `logical_or` in module `torch` [missing-attribute]
WARN torch/ao/quantization/__init__.py:33:23-24: `prepare` is deprecated [deprecated]
WARN torch/ao/quantization/__init__.py:33:23-24: `quantize` is deprecated [deprecated]
WARN torch/ao/quantization/__init__.py:33:23-24: `quantize_dynamic` is deprecated [deprecated]
WARN torch/ao/quantization/__init__.py:33:23-24: `prepare_qat` is deprecated [deprecated]
WARN torch/ao/quantization/__init__.py:33:23-24: `quantize_qat` is deprecated [deprecated]
WARN torch/ao/quantization/__init__.py:33:23-24: `convert` is deprecated [deprecated]
ERROR torch/ao/quantization/__init__.py:217:16-27: No attribute `dtype` in module `torch` [missing-attribute]
ERROR torch/ao/quantization/__init__.py:224:18-31: No attribute `qscheme` in module `torch` [missing-attribute]
ERROR torch/ao/quantization/_correct_bias.py:147:30-40: No attribute `mean` in module `torch` [missing-attribute]
@ -13811,6 +13817,7 @@ ERROR torch/ao/quantization/fx/convert.py:768:19-31: No attribute `device` in mo
ERROR torch/ao/quantization/fx/convert.py:1284:54-60: Cannot index into `Module` [bad-index]
ERROR torch/ao/quantization/fx/graph_module.py:136:39-60: No attribute `ScriptObject` in module `torch._C` [missing-attribute]
ERROR torch/ao/quantization/fx/graph_module.py:179:40-61: No attribute `ScriptObject` in module `torch._C` [missing-attribute]
WARN torch/ao/quantization/fx/lstm_utils.py:15:72-82: `prepare_fx` is deprecated [deprecated]
WARN torch/ao/quantization/fx/lstm_utils.py:114:16-26: `torch.ao.quantization.quantize_fx.prepare_fx` is deprecated [deprecated]
ERROR torch/ao/quantization/fx/lstm_utils.py:122:18-27: No attribute `add` in module `torch` [missing-attribute]
ERROR torch/ao/quantization/fx/lstm_utils.py:123:18-27: No attribute `mul` in module `torch` [missing-attribute]
@ -13830,6 +13837,7 @@ ERROR torch/ao/quantization/fx/lstm_utils.py:144:29-38: No attribute `add` in mo
ERROR torch/ao/quantization/fx/lstm_utils.py:146:33-42: No attribute `mul` in module `torch` [missing-attribute]
ERROR torch/ao/quantization/fx/lstm_utils.py:147:29-38: No attribute `mul` in module `torch` [missing-attribute]
ERROR torch/ao/quantization/fx/lstm_utils.py:211:31-56: No attribute `quantize_per_tensor` in module `torch` [missing-attribute]
WARN torch/ao/quantization/fx/prepare.py:30:44-51: `convert` is deprecated [deprecated]
ERROR torch/ao/quantization/fx/prepare.py:90:39-49: No attribute `bool` in module `torch` [missing-attribute]
ERROR torch/ao/quantization/fx/prepare.py:92:5-17: No attribute `quint8` in module `torch` [missing-attribute]
ERROR torch/ao/quantization/fx/prepare.py:93:5-16: No attribute `qint8` in module `torch` [missing-attribute]
@ -16187,7 +16195,6 @@ ERROR torch/distributed/fsdp/sharded_grad_scaler.py:254:21-31: No attribute `ful
ERROR torch/distributed/fsdp/sharded_grad_scaler.py:255:30-43: No attribute `float32` in module `torch` [missing-attribute]
ERROR torch/distributed/fsdp/sharded_grad_scaler.py:286:13-33: No attribute `_foreach_copy_` in module `torch` [missing-attribute]
ERROR torch/distributed/fsdp/sharded_grad_scaler.py:367:17-41: No attribute `_amp_update_scale_` in module `torch` [missing-attribute]
WARN torch/distributed/launch.py:207:5-9: `main` is deprecated [deprecated]
ERROR torch/distributed/nn/__init__.py:6:4-25: Module `torch.distributed.rpc` exists, but was not imported explicitly. You are relying on other modules to load it. [implicit-import]
ERROR torch/distributed/nn/api/remote_module.py:13:19-25: Could not import `device` from `torch` [missing-module-attribute]
ERROR torch/distributed/nn/api/remote_module.py:13:27-32: Could not import `dtype` from `torch` [missing-module-attribute]
@ -20540,6 +20547,15 @@ ERROR torch/quantization/_quantized_conversions.py:115:23-32: No attribute `int`
ERROR torch/quantization/_quantized_conversions.py:120:20-34: No attribute `quint4x2` in module `torch` [missing-attribute]
ERROR torch/quantization/_quantized_conversions.py:130:18-32: No attribute `quint4x2` in module `torch` [missing-attribute]
ERROR torch/quantization/_quantized_conversions.py:134:41-52: No attribute `uint8` in module `torch` [missing-attribute]
WARN torch/quantization/quantize.py:22:5-12: `convert` is deprecated [deprecated]
WARN torch/quantization/quantize.py:23:5-12: `prepare` is deprecated [deprecated]
WARN torch/quantization/quantize.py:24:5-16: `prepare_qat` is deprecated [deprecated]
WARN torch/quantization/quantize.py:26:5-13: `quantize` is deprecated [deprecated]
WARN torch/quantization/quantize.py:27:5-21: `quantize_dynamic` is deprecated [deprecated]
WARN torch/quantization/quantize.py:28:5-17: `quantize_qat` is deprecated [deprecated]
WARN torch/quantization/quantize_fx.py:19:5-15: `convert_fx` is deprecated [deprecated]
WARN torch/quantization/quantize_fx.py:21:5-15: `prepare_fx` is deprecated [deprecated]
WARN torch/quantization/quantize_fx.py:22:5-19: `prepare_qat_fx` is deprecated [deprecated]
ERROR torch/quasirandom.py:62:15-27: No attribute `device` in module `torch` [missing-attribute]
ERROR torch/quasirandom.py:64:27-38: No attribute `zeros` in module `torch` [missing-attribute]
ERROR torch/quasirandom.py:65:55-65: No attribute `long` in module `torch` [missing-attribute]
@ -21391,8 +21407,8 @@ ERROR torch/utils/_sympy/printers.py:487:53-68: Object of class `Expr` has no at
ERROR torch/utils/_sympy/printers.py:573:12-29: Object of class `Basic` has no attribute `is_integer` [missing-attribute]
ERROR torch/utils/_sympy/printers.py:575:16-28: `>=` is not supported between `Basic` and `Literal[0]` [unsupported-operation]
ERROR torch/utils/_sympy/printers.py:581:86-94: Unary `-` is not supported on `Basic` [unsupported-operation]
ERROR torch/utils/_sympy/reference.py:106:28-39: Argument `type[floor]` is not assignable to parameter `f` with type `(**tuple[*@_]) -> @_` in function `torch.utils._sympy.functions._keep_float` [bad-argument-type]
ERROR torch/utils/_sympy/reference.py:110:28-41: Argument `type[ceiling]` is not assignable to parameter `f` with type `(**tuple[*@_]) -> @_` in function `torch.utils._sympy.functions._keep_float` [bad-argument-type]
ERROR torch/utils/_sympy/reference.py:106:40-43: Unpacked argument `tuple[Unknown]` is not assignable to varargs type `tuple[()]` [bad-argument-type]
ERROR torch/utils/_sympy/reference.py:110:42-45: Unpacked argument `tuple[Unknown]` is not assignable to varargs type `tuple[()]` [bad-argument-type]
ERROR torch/utils/_sympy/reference.py:114:21-34: No attribute `float64` in module `torch` [missing-attribute]
ERROR torch/utils/_sympy/reference.py:222:21-32: No attribute `int64` in module `torch` [missing-attribute]
ERROR torch/utils/_sympy/reference.py:224:23-35: No attribute `double` in module `torch` [missing-attribute]
@ -21597,6 +21613,7 @@ ERROR torch/utils/data/dataloader.py:650:26-41: No attribute `Generator` in modu
ERROR torch/utils/data/dataloader.py:706:13-24: No attribute `empty` in module `torch` [missing-attribute]
ERROR torch/utils/data/dataloader.py:706:35-46: No attribute `int64` in module `torch` [missing-attribute]
ERROR torch/utils/data/dataloader.py:723:26-41: No attribute `Generator` in module `torch` [missing-attribute]
ERROR torch/utils/data/datapipes/datapipe.py:422:16-41: Returned type `_T_co` is not assignable to declared return type `_T_co` [bad-return]
ERROR torch/utils/data/datapipes/datapipe.py:426:9-20: Class member `_MapDataPipeSerializationWrapper.__getitem__` overrides parent class `MapDataPipe` in an inconsistent manner [bad-param-name-override]
WARN torch/utils/data/datapipes/gen_pyi.py:64:30-47: `materialize_lines` is deprecated [deprecated]
ERROR torch/utils/data/datapipes/iter/callable.py:79:9-37: No attribute `_log_api_usage_once` in module `torch._C` [missing-attribute]
@ -21800,4 +21817,4 @@ ERROR torch/xpu/streams.py:103:13-35: No attribute `_XpuEventBase` in module `to
ERROR torch/xpu/streams.py:167:32-47: Object of class `Event` has no attribute `sycl_event` [missing-attribute]
ERROR torch/xpu/streams.py:170:12-27: Object of class `Event` has no attribute `sycl_event` [missing-attribute]
INFO Checking project configured at `<CWD>/pyrefly.toml`
INFO 21,677 errors (6,455 suppressed)
INFO 21,682 errors (6,437 suppressed)

2720
scripts/ty_benchmark/snapshots/pytorch_ty.txt
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File diff suppressed because it is too large Load Diff

173
scripts/ty_benchmark/src/benchmark/lsp_client.py Normal file
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@ -0,0 +1,173 @@
"""Simple LSP client for benchmarking diagnostic response times."""
import asyncio
import logging
from asyncio import Future
from pathlib import Path
from typing import Any, NamedTuple, cast, override
from lsprotocol import types as lsp
from pygls.lsp.client import LanguageClient
def _register_notebook_structure_hooks(converter):
"""Register structure hooks for notebook document types to work around cattrs deserialization issues."""
# Define a union type that cattrs struggles with.
notebook_filter_union = (
str
| lsp.NotebookDocumentFilterNotebookType
| lsp.NotebookDocumentFilterScheme
| lsp.NotebookDocumentFilterPattern
| None
)
def structure_notebook_filter(obj: Any, _type):
"""Structure a notebook filter field from various possible types."""
if obj is None:
return None
if isinstance(obj, str):
return obj
if isinstance(obj, dict):
# Try to structure it as one of the known types.
if "notebookType" in obj:
return converter.structure(obj, lsp.NotebookDocumentFilterNotebookType)
elif "scheme" in obj:
return converter.structure(obj, lsp.NotebookDocumentFilterScheme)
elif "pattern" in obj:
return converter.structure(obj, lsp.NotebookDocumentFilterPattern)
return obj
converter.register_structure_hook(notebook_filter_union, structure_notebook_filter)
class LSPClient(LanguageClient):
"""A minimal LSP client for benchmarking purposes."""
server_capabilities: lsp.ServerCapabilities
diagnostics: dict[str, Future[lsp.PublishDiagnosticsParams]]
def __init__(
self,
):
super().__init__(
"ty_benchmark",
"v1",
)
# Register custom structure hooks to work around lsprotocol/cattrs issues.
_register_notebook_structure_hooks(self.protocol._converter)
self.diagnostics = {}
@self.feature(lsp.TEXT_DOCUMENT_PUBLISH_DIAGNOSTICS)
def publish_diagnostics(
client: LSPClient, params: lsp.PublishDiagnosticsParams
):
logging.info(
f"Received publish_diagnostics for {params.uri} with version={params.version}, diagnostics count={len(params.diagnostics)}"
)
future = self.diagnostics.get(params.uri, None)
if future is None or future.done():
future = asyncio.Future()
self.diagnostics[params.uri] = future
future.set_result(params)
@self.feature(lsp.WINDOW_LOG_MESSAGE)
def log_message(client: LSPClient, params: lsp.LogMessageParams):
if params.type == lsp.MessageType.Error:
logging.error(f"server error: {params.message}")
elif params.type == lsp.MessageType.Warning:
logging.warning(f"server warning: {params.message}")
else:
logging.info(f"server info: {params.message}")
@override
async def initialize_async(
self, params: lsp.InitializeParams
) -> lsp.InitializeResult:
result = await super().initialize_async(params)
self.server_capabilities = result.capabilities
logging.info(
f"Pull diagnostic support: {self.server_supports_pull_diagnostics}"
)
return result
def clear_pending_publish_diagnostics(self):
self.diagnostics.clear()
@property
def server_supports_pull_diagnostics(self) -> bool:
diagnostic_provider = self.server_capabilities.diagnostic_provider
return diagnostic_provider is not None
async def text_document_diagnostics_async(self, path: Path) -> list[lsp.Diagnostic]:
"""
Returns the diagnostics for `path`
Uses pull diagnostics if the server supports it or waits for a publish diagnostics
notification if not.
"""
if self.server_supports_pull_diagnostics:
pull_diagnostics = await self.text_document_diagnostic_async(
lsp.DocumentDiagnosticParams(
text_document=lsp.TextDocumentIdentifier(uri=path.as_uri())
)
)
assert isinstance(
pull_diagnostics, lsp.RelatedFullDocumentDiagnosticReport
), "Expected a full diagnostic report"
return list(pull_diagnostics.items)
# Use publish diagnostics otherwise.
# Pyrefly doesn't support pull diagnostics as of today (27th of November 2025)
publish_diagnostics = await self.wait_for_push_diagnostics_async(path)
return list(publish_diagnostics.diagnostics)
async def text_documents_diagnostics_async(
self, files: list[Path]
) -> list[FileDiagnostics]:
responses = await asyncio.gather(
*[self.text_document_diagnostics_async(f) for f in files]
)
responses = cast(
list[lsp.Diagnostic],
responses,
)
return [
FileDiagnostics(file, diagnostics=list(response))
for file, response in zip(files, responses)
]
async def wait_for_push_diagnostics_async(
self, path: Path, timeout: float = 60
) -> lsp.PublishDiagnosticsParams:
future = self.diagnostics.get(path.as_uri(), None)
if future is None:
future = asyncio.Future()
self.diagnostics[path.as_uri()] = future
try:
logging.info(f"Waiting for push diagnostics for {path}")
result = await asyncio.wait_for(future, timeout)
logging.info(f"Awaited push diagnostics for {path}")
finally:
self.diagnostics.pop(path.as_uri())
return result
class FileDiagnostics(NamedTuple):
file: Path
diagnostics: list[lsp.Diagnostic]

111
scripts/ty_benchmark/src/benchmark/projects.py
View File

@ -32,6 +32,8 @@ class Project(NamedTuple):
exclude: list[str] = []
"""The directories and files to exclude from checks."""
edit: IncrementalEdit | None = None
def clone(self, checkout_dir: Path) -> None:
# Skip cloning if the project has already been cloned (the script doesn't yet support updating)
if (checkout_dir / ".git").exists():
@ -95,6 +97,33 @@ class Project(NamedTuple):
logging.info(f"Cloned {self.name} to {checkout_dir}.")
class IncrementalEdit(NamedTuple):
"""Description of an edit to measure incremental performance"""
edited_file: str
"""The file to which to apply the edit."""
affected_files: list[str]
"""Files other than the main file that's affected by the edit."""
replace_text: str
"""The original code snippet to find and replace in the main file."""
replacement: str
"""The new code snippet to insert in place of `replace_text`"""
def apply_to(self, text: str) -> str | None:
"""Applies the edit to the given text.
Returns:
The modified text or None if the edit couldn't be applied"""
if self.replace_text not in text:
return None
return text.replace(self.replace_text, self.replacement, 1)
# Selection of projects taken from
# [mypy-primer](https://github.com/hauntsaninja/mypy_primer/blob/0ea6cc614b3e91084059b9a3acc58f94c066a211/mypy_primer/projects.py#L71).
# May require frequent updating, especially the dependencies list
@ -116,6 +145,12 @@ ALL: Final = [
"--extra",
"d",
],
edit=IncrementalEdit(
edited_file="src/black/nodes.py",
replace_text="LN = Union[Leaf, Node]",
replacement="LN = Union[Leaf, Node, int]",
affected_files=["src/black/linegen.py"],
),
),
Project(
name="discord.py",
@ -128,6 +163,12 @@ ALL: Final = [
"pyproject.toml",
"typing_extensions>=4.3,<5",
],
edit=IncrementalEdit(
edited_file="discord/abc.py",
replace_text="id: int",
replacement="id: str",
affected_files=["discord/channel.py"],
),
),
# Fairly chunky project, requires the pydantic mypy plugin.
#
@ -146,6 +187,12 @@ ALL: Final = [
"-r",
"requirements.txt",
],
edit=IncrementalEdit(
edited_file="homeassistant/core.py",
affected_files=["homeassistant/helpers/event.py"],
replace_text="type CALLBACK_TYPE = Callable[[], None]",
replacement="type CALLBACK_TYPE = Callable[[str], None]",
),
),
Project(
name="isort",
@ -154,6 +201,12 @@ ALL: Final = [
python_version="3.11",
include=["isort"],
install_arguments=["types-colorama", "colorama"],
edit=IncrementalEdit(
edited_file="isort/settings.py",
replace_text="def is_skipped(self, file_path: Path) -> bool:",
replacement="def is_skipped(self, file_path: str) -> bool:",
affected_files=["isort/files.py"],
),
),
Project(
name="jinja",
@ -162,6 +215,24 @@ ALL: Final = [
python_version="3.10",
include=["src"],
install_arguments=["-r", "pyproject.toml"],
edit=IncrementalEdit(
edited_file="src/jinja2/nodes.py",
replace_text="""def iter_child_nodes(
self,
exclude: t.Container[str] | None = None,
only: t.Container[str] | None = None,
) -> t.Iterator["Node"]""",
replacement="""def iter_child_nodes(
self,
exclude: t.Container[str] | None = None,
only: t.Container[str] | None = None,
) -> t.Iterator[str]""",
affected_files=[
"src/jinja2/compiler.py",
"src/jinja2/idtracking.py",
"src/jinja2/visitor.py",
],
),
),
Project(
name="pandas",
@ -174,6 +245,12 @@ ALL: Final = [
"-r",
"requirements-dev.txt",
],
edit=IncrementalEdit(
edited_file="pandas/_typing.py",
replace_text='Axis: TypeAlias = AxisInt | Literal["index", "columns", "rows"]',
replacement='Axis: TypeAlias = Literal["index", "columns", "rows"]',
affected_files=["pandas/core/frame.py"],
),
),
Project(
name="pandas-stubs",
@ -196,6 +273,7 @@ ALL: Final = [
"scipy >=1.9.1",
"scipy-stubs >=1.15.3.0",
],
edit=None, # Tricky in a stubs only project as there are no actual method calls.
),
Project(
name="prefect",
@ -215,6 +293,22 @@ ALL: Final = [
"--group",
"dev",
],
edit=IncrementalEdit(
edited_file="src/prefect/server/models/events.py",
replace_text="""async def deployment_status_event(
session: AsyncSession,
deployment_id: UUID,
status: DeploymentStatus,
occurred: DateTime,
) -> Event:""",
replacement="""async def deployment_status_event(
session: AsyncSession,
deployment_id: UUID,
status: DeploymentStatus,
occurred: DateTime,
) -> int:""",
affected_files=["src/prefect/server/models/deployments.py"],
),
),
Project(
name="pytorch",
@ -283,5 +377,22 @@ ALL: Final = [
"mypy==1.16.0", # pytorch pins mypy,
],
python_version="3.11",
edit=IncrementalEdit(
edited_file="torch/nn/__init__.py",
replace_text="""from torch.nn.parameter import ( # usort: skip
Buffer as Buffer,
Parameter as Parameter,
UninitializedBuffer as UninitializedBuffer,
UninitializedParameter as UninitializedParameter,
)""",
replacement="""from torch.nn.parameter import ( # usort: skip
Buffer as Buffer,
UninitializedBuffer as UninitializedBuffer,
UninitializedParameter as UninitializedParameter,
)""",
affected_files=[
"torch/distributed/pipelining/_backward.py",
],
),
),
]

486
scripts/ty_benchmark/src/benchmark/test_lsp_diagnostics.py Normal file
View File

@ -0,0 +1,486 @@
"""
Benchmarks for LSP servers
When debugging test failures, run pytest with `-s -v --log-cli-level=DEBUG`
"""
import asyncio
import tempfile
from abc import ABC, abstractmethod
from collections import Counter
from collections.abc import Callable, Generator
from pathlib import Path
from typing import Any, Final, override
import pytest
from lsprotocol import types as lsp
from benchmark.lsp_client import FileDiagnostics, LSPClient
from benchmark.projects import ALL as ALL_PROJECTS
from benchmark.projects import IncrementalEdit, Project
from benchmark.tool import Pyrefly, Pyright, Tool, Ty
from benchmark.venv import Venv
# Tools to benchmark (only those with LSP support).
TOOLS_TO_BENCHMARK: Final = [
Ty(),
Pyright(),
Pyrefly(),
]
SEVERITY_LABELS: Final = {1: "Error", 2: "Warning", 3: "Info", 4: "Hint"}
@pytest.fixture(scope="module", params=ALL_PROJECTS, ids=lambda p: p.name)
def project_setup(
request,
) -> Generator[tuple[Project, Venv], None, None]:
"""Set up a project and its venv once per module (shared across all tests for this project)."""
project: Project = request.param
with tempfile.TemporaryDirectory() as tempdir:
cwd = Path(tempdir)
project.clone(cwd)
venv = Venv.create(cwd, project.python_version)
venv.install(project.install_arguments)
yield project, venv
@pytest.fixture(
scope="function",
params=TOOLS_TO_BENCHMARK,
ids=lambda t: t.name(),
)
def tool(request) -> Tool:
"""Provide each tool to test."""
return request.param
def test_fetch_diagnostics(
request, benchmark, project_setup: tuple[Project, Venv], tool: Tool
):
"""Benchmark the time to receive initial diagnostics after starting the server."""
project, venv = project_setup
run_benchmark(
request,
benchmark,
project,
tool,
venv,
FetchDiagnostics,
)
def test_incremental_edit(
request, benchmark, project_setup: tuple[Project, Venv], tool: Tool
):
"""Benchmark the time to receive diagnostics after making an edit to a file."""
project, venv = project_setup
run_benchmark(request, benchmark, project, tool, venv, IncrementalEditTest)
def run_benchmark(
request: Any,
benchmark: Any,
project: Project,
tool: Tool,
venv: Venv,
init_test: Callable[[Project, Tool, Venv], LspTest],
):
# Set benchmark group to project name for better readability.
benchmark.group = project.name
verbose = request.config.getoption("verbose") > 0
edited_file_backup: Path | None = None
# some make changes to the main file. Create a backup and restore it before each test
# and once the entire suite is done.
if project.edit:
edited_file_path = venv.project_path / project.edit.edited_file
edited_file_backup = edited_file_path.with_name(edited_file_path.name + ".bak")
edited_file_path.copy(edited_file_backup)
try:
tool.write_config(project, venv)
# Use asyncio.Runner to keep the same event loop alive across setup and measure.
with asyncio.Runner() as runner:
def setup():
if edited_file_backup:
edited_file_backup.copy(edited_file_backup.with_suffix(""))
test = init_test(project, tool, venv)
runner.run(test.setup())
return (test,), {}
def run(test: LspTest) -> None:
runner.run(test.run())
def teardown(test: LspTest) -> None:
nonlocal verbose
test.assert_output(verbose=verbose)
runner.run(test.teardown())
# Only do verbose output on the first (warm-up) run to avoid
# that the printing changes the benchmark result.
verbose = False
# Run the benchmark using pedantic mode.
benchmark.pedantic(
run,
setup=setup,
teardown=teardown,
# total executions = rounds * iterations
warmup_rounds=2,
rounds=10,
iterations=1,
)
finally:
if edited_file_backup:
edited_file_backup.copy(edited_file_backup.with_suffix(""))
class LspTest(ABC):
client: LSPClient
venv: Venv
project: Project
tool: Tool
edit: IncrementalEdit
def __init__(self, project: Project, tool: Tool, venv: Venv):
edit = project.edit
if not edit:
pytest.skip(f"{project.name} does not have an incremental edit")
return
self.project = project
self.venv = venv
self.tool = tool
self.client = LSPClient()
self.edit = edit
@property
def cwd(self) -> Path:
return self.venv.project_path
@property
def edited_file_path(self) -> Path:
return self.absolute_file_path(self.edit.edited_file)
def absolute_file_path(self, file_path: str) -> Path:
return self.cwd / file_path
def files_to_check(self) -> Generator[Path, None, None]:
yield self.edited_file_path
for file in self.edit.affected_files:
yield self.absolute_file_path(file)
def open_all_files(self):
for file_path in self.files_to_check():
self.open_file(file_path)
def open_file(self, path: Path):
self.client.text_document_did_open(
lsp.DidOpenTextDocumentParams(
text_document=lsp.TextDocumentItem(
uri=path.as_uri(),
language_id="python",
version=1,
text=path.read_text(),
)
)
)
async def initialize(self):
lsp_cmd = self.tool.lsp_command(self.project, self.venv)
if lsp_cmd is None:
pytest.skip(f"{self.tool.name()} doesn't support LSP")
return
await self.client.start_io(*lsp_cmd, cwd=self.cwd)
await self.client.initialize_async(
lsp.InitializeParams(
root_uri=self.cwd.as_uri(),
workspace_folders=[
lsp.WorkspaceFolder(uri=self.cwd.as_uri(), name=self.cwd.name)
],
capabilities=lsp.ClientCapabilities(
text_document=lsp.TextDocumentClientCapabilities(
diagnostic=lsp.DiagnosticClientCapabilities(
data_support=True, dynamic_registration=False
),
synchronization=lsp.TextDocumentSyncClientCapabilities(
did_save=True,
),
),
),
),
)
self.client.initialized(lsp.InitializedParams())
@abstractmethod
async def setup(self): ...
@abstractmethod
async def run(self): ...
@abstractmethod
def assert_output(self, verbose=False): ...
async def teardown(self):
await self.client.shutdown_async(None)
self.client.exit(None)
await self.client.stop()
class FetchDiagnostics(LspTest):
diagnostics: list[FileDiagnostics] | None = None
@override
async def setup(self):
await self.initialize()
self.open_all_files()
@override
async def run(self):
self.diagnostics = await self.client.text_documents_diagnostics_async(
list(self.files_to_check())
)
@override
def assert_output(self, verbose=False):
if self.diagnostics is None:
pytest.fail("No diagnostics were fetched")
return
if verbose:
for file, diagnostics in self.diagnostics:
if diagnostics:
print_diagnostics(file, diagnostics, self.venv.project_path)
class IncrementalEditTest(LspTest):
before_edit_diagnostics: list[FileDiagnostics] | None = None
after_edit_diagnostics: list[FileDiagnostics] | None = None
new_content: str
def __init__(self, project: Project, tool: Tool, venv: Venv):
super().__init__(project, tool, venv)
new_content = self.edit.apply_to(self.edited_file_path.read_text())
if new_content is None:
pytest.fail(
f"Could not find expected text in {self.edited_file_path}:\n"
f"Expected to find: {self.edit.replace_text}\n"
f"This may indicate the project has been updated or the configuration is incorrect."
)
return
self.new_content = new_content
@override
async def setup(self):
await self.initialize()
self.open_all_files()
self.before_edit_diagnostics = (
await self.client.text_documents_diagnostics_async(
list(self.files_to_check())
)
)
if not self.client.server_supports_pull_diagnostics:
# Pyrefly sometimes sends more than one publish diagnostic per file,
# and it doesn't support versioned publish diagnostics, making it impossible
# for the client to tell if we already received the newest publish diagnostic
# notification or not. Because of that, sleep, clear all publish diagnostic
# notifications before sending the change notification.
await asyncio.sleep(1)
self.client.clear_pending_publish_diagnostics()
@override
async def run(self):
self.client.text_document_did_change(
lsp.DidChangeTextDocumentParams(
text_document=lsp.VersionedTextDocumentIdentifier(
uri=self.edited_file_path.as_uri(),
version=2,
),
content_changes=[
lsp.TextDocumentContentChangeWholeDocument(text=self.new_content)
],
),
)
all_files = list(self.files_to_check())
# wait for the didChange publish notifications or pull the new diagnostics
self.after_edit_diagnostics = (
await self.client.text_documents_diagnostics_async(all_files)
)
after_did_change_sum = sum(
len(diagnostics) for f, diagnostics in self.after_edit_diagnostics
)
# IMPORTANT: Write the file back to disk!
# Pyrefly, as of Nov 27, requires that the content on disk
# is updated to show cross-file diagnostics.
self.edited_file_path.write_text(self.new_content)
self.client.text_document_did_save(
lsp.DidSaveTextDocumentParams(
text_document=lsp.TextDocumentIdentifier(
uri=self.edited_file_path.as_uri(),
),
)
)
# Pyrefly only publishes cross-file diagnostics after did_save.
if isinstance(self.tool, Pyrefly):
after_did_save_sum = after_did_change_sum
# Pyrefly sometimes publishes multiple publish diagnostics after a `didSave`.
# Especially if checking takes long, as it, e.g., is the case for homeassistant.
# We need to wait until pyrefly sends us the cross-file diagnostics.
# For now, we use a very simple heuristics where we simply check if the diagnostic
# count between the `didChange` (not cross-file) and `didSave` (cross-file) is different.
while after_did_save_sum == after_did_change_sum:
self.after_edit_diagnostics = (
await self.client.text_documents_diagnostics_async(all_files)
)
after_did_save_sum = sum(
len(diagnostics) for f, diagnostics in self.after_edit_diagnostics
)
@override
def assert_output(self, verbose=False):
assert self.before_edit_diagnostics is not None, (
"The before edit diagnostics should be initialized. Did you forget to call `setup`?"
)
assert self.after_edit_diagnostics is not None, (
"The after edit diagnostics should be initialized if the test ran at least once. Did you forget to call `run`?"
)
before_edit_count = sum(
len(diagnostics) for _, diagnostics in self.before_edit_diagnostics
)
after_edit_count = sum(
len(diagnostics) for _, diagnostics in self.after_edit_diagnostics
)
assert after_edit_count > before_edit_count, (
f"Expected more diagnostics after the change. "
f"Initial: {before_edit_count}, After change: {after_edit_count}"
)
if verbose:
print_diagnostic_diff(
self.before_edit_diagnostics,
self.after_edit_diagnostics,
self.project.name,
self.tool.name(),
self.venv.project_path,
)
def print_diagnostics(
file: Path, diagnostics: list[lsp.Diagnostic], cwd: Path, label: str | None = None
):
file = file.relative_to(cwd)
if label:
print(f"\n{file}: {len(diagnostics)} {label}")
else:
print(f"\n{file}: {len(diagnostics)} diagnostics")
for diag in diagnostics:
severity = SEVERITY_LABELS.get(diag.severity, f"Unknown({diag.severity})")
print(
f"{file}:{diag.range.start.line + 1}:{diag.range.start.character + 1} [{severity}] {diag.message}"
)
type DiagnosticSignature = tuple[Path, str | int | None, str]
def diagnostic_signature(file: Path, diagnostic: lsp.Diagnostic) -> DiagnosticSignature:
"""Create a signature for a diagnostic based on file, code, and message (ignoring position)."""
return (file, diagnostic.code, diagnostic.message)
def count_diagnostic_signatures(
diagnostics_list: list[FileDiagnostics],
) -> Counter[DiagnosticSignature]:
"""Count occurrences of each diagnostic signature."""
return Counter(
diagnostic_signature(file, diagnostic)
for file, diagnostics in diagnostics_list
for diagnostic in diagnostics
)
def diff_diagnostics(
old: list[FileDiagnostics],
new: list[FileDiagnostics],
) -> list[FileDiagnostics]:
"""Return diagnostics in `new` that aren't in `old`."""
diff_counts = count_diagnostic_signatures(new) - count_diagnostic_signatures(old)
result: list[FileDiagnostics] = []
for file, diagnostics in new:
new_for_file = []
for d in diagnostics:
sig = diagnostic_signature(file, d)
if diff_counts[sig] > 0:
diff_counts[sig] -= 1
new_for_file.append(d)
if new_for_file:
result.append(FileDiagnostics(file, new_for_file))
return result
def print_diagnostic_diff(
before_diagnostics: list[FileDiagnostics],
after_diagnostics: list[FileDiagnostics],
project_name: str,
tool_name: str,
cwd: Path,
) -> None:
"""Print the difference in diagnostics before and after a change."""
added = diff_diagnostics(before_diagnostics, after_diagnostics)
removed = diff_diagnostics(after_diagnostics, before_diagnostics)
total_added = sum(len(diagnostics) for _, diagnostics in added)
total_removed = sum(len(diagnostics) for _, diagnostics in removed)
print(f"\n{'=' * 80}")
print(f"Diagnostic Diff: {project_name} - {tool_name}")
print(f"{'=' * 80}")
print(f"Added: {total_added} diagnostic(s)")
print(f"Removed: {total_removed} diagnostic(s)")
for file, diagnostics in added:
print_diagnostics(file, diagnostics, cwd, "added")
for file, diagnostics in removed:
print_diagnostics(file, diagnostics, cwd, "removed")
print(f"{'=' * 80}")

68
scripts/ty_benchmark/src/benchmark/tool.py
View File

@ -27,6 +27,9 @@ def which_tool(name: str, path: Path | None = None) -> Path:
class Tool(abc.ABC):
@abc.abstractmethod
def name(self) -> str: ...
def write_config(self, project: Project, venv: Venv) -> None:
"""Write the tool's configuration file."""
@ -48,13 +51,17 @@ class Tool(abc.ABC):
def command(self, project: Project, venv: Venv, single_threaded: bool) -> Command:
"""Generate a command to benchmark a given tool."""
@abc.abstractmethod
def lsp_command(self, project: Project, venv: Venv) -> list[str] | None:
"""Generate command to start LSP server, or None if not supported."""
class Ty(Tool):
path: Path
name: str
_name: str
def __init__(self, *, path: Path | None = None):
self.name = str(path) if path else "ty"
self._name = str(path) if path else "ty"
executable = "ty.exe" if sys.platform == "win32" else "ty"
self.path = (
path or (Path(__file__) / "../../../../../target/release" / executable)
@ -64,6 +71,10 @@ class Ty(Tool):
f"ty not found at '{self.path}'. Run `cargo build --release --bin ty`."
)
@override
def name(self) -> str:
return self._name
@override
def config(self, project: Project, venv: Venv):
return (
@ -91,7 +102,11 @@ class Ty(Tool):
for exclude in project.exclude:
command.extend(["--exclude", exclude])
return Command(name=self.name, command=command)
return Command(name=self._name, command=command)
@override
def lsp_command(self, project: Project, venv: Venv) -> list[str] | None:
return [str(self.path), "server"]
class Mypy(Tool):
@ -102,6 +117,10 @@ class Mypy(Tool):
self.path = path
self.warm = warm
@override
def name(self) -> str:
return "mypy"
@override
def command(self, project: Project, venv: Venv, single_threaded: bool) -> Command:
path = self.path or which_tool("mypy", venv.bin)
@ -142,24 +161,37 @@ class Mypy(Tool):
command=command,
)
@override
def lsp_command(self, project: Project, venv: Venv) -> list[str] | None:
# Mypy doesn't have official LSP support.
return None
class Pyright(Tool):
path: Path
lsp_path: Path
def __init__(self, *, path: Path | None = None):
if path:
self.path = path
else:
# Assume langserver is in the same directory.
if sys.platform == "win32":
self.path = Path("./node_modules/.bin/pyright.cmd").resolve()
self.lsp_path = path.with_name("pyright-langserver.cmd")
else:
self.path = Path("./node_modules/.bin/pyright").resolve()
self.lsp_path = path.with_name("pyright-langserver")
else:
self.path = npm_bin_path("pyright")
self.lsp_path = npm_bin_path("pyright-langserver")
if not self.path.exists():
print(
"Pyright executable not found. Did you ran `npm install` in the `ty_benchmark` directory?"
)
@override
def name(self) -> str:
return "pyright"
@override
def config(self, project: Project, venv: Venv):
return (
@ -197,6 +229,11 @@ class Pyright(Tool):
command=command,
)
@override
def lsp_command(self, project: Project, venv: Venv) -> list[str] | None:
# Pyright LSP server is a separate executable.
return [str(self.lsp_path), "--stdio"]
class Pyrefly(Tool):
path: Path
@ -204,6 +241,10 @@ class Pyrefly(Tool):
def __init__(self, *, path: Path | None = None):
self.path = path or which_tool("pyrefly")
@override
def name(self) -> str:
return "pyrefly"
@override
def config(self, project: Project, venv: Venv):
return (
@ -234,3 +275,18 @@ class Pyrefly(Tool):
name="Pyrefly",
command=command,
)
@override
def lsp_command(self, project: Project, venv: Venv) -> list[str] | None:
# Pyrefly LSP server.
# Turn-off pyrefly's indexing mode as it results in significant load after opening the first file,
# skewing benchmark results and we don't use any of the features that require indexing.
return [str(self.path), "lsp", "--indexing-mode", "none"]
def npm_bin_path(name: str) -> Path:
if sys.platform == "win32":
return Path(f"./node_modules/.bin/{name}.cmd").resolve()
else:
return (Path("./node_modules/.bin") / name).resolve()

175
scripts/ty_benchmark/uv.lock
View File

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name = "cattrs"
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