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[perflint] Extend PERF102 to comprehensions and generators#23473

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ntBre merged 7 commits intoastral-sh:mainfrom
anishgirianish:extend-perf102-to-comprehensions
Mar 3, 2026
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[perflint] Extend PERF102 to comprehensions and generators#23473
ntBre merged 7 commits intoastral-sh:mainfrom
anishgirianish:extend-perf102-to-comprehensions

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@anishgirianish anishgirianish commented Feb 21, 2026

Summary

Extends PERF102 to catch .items() misuse in comprehensions and generators, not just for loops.

Extracted the core detection into a shared helper (check_dict_items_usage) so both the for loop and comprehension paths can reuse it. The comprehension check runs between Step 2 and Step 3 in visit_expr since is_unused() needs the generator scope to still be active.

now flagged
_ = [k for k, _ in d.items()] # use .keys()
_ = {v for _, v in d.items()} # use .values()
_ = (v for _, v in d.items()) # use .values()

still fine
_ = [(k, v) for k, v in d.items()] # both used
_ = [k for k, v in d.items() if v] # v used in condition

Test Plan

  • Added error and no-error cases for list/set/dict comps, generators, and nested generators
  • Tests, clippy, and prek all pass

Closes #6638

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astral-sh-bot Bot commented Feb 21, 2026

ruff-ecosystem results

Linter (stable)

✅ ecosystem check detected no linter changes.

Linter (preview)

ℹ️ ecosystem check detected linter changes. (+39 -0 violations, +0 -0 fixes in 11 projects; 45 projects unchanged)

apache/airflow (+7 -0 violations, +0 -0 fixes)

ruff check --no-cache --exit-zero --no-fix --output-format concise --preview --select ALL

+ airflow-core/src/airflow/models/deadline.py:289:40: PERF102 When using only the values of a dict use the `values()` method
+ airflow-core/src/airflow/serialization/definitions/deadline.py:75:40: PERF102 When using only the values of a dict use the `values()` method
+ airflow-core/src/airflow/serialization/serialized_objects.py:1699:75: PERF102 When using only the values of a dict use the `values()` method
+ airflow-core/src/airflow/utils/sqlalchemy.py:189:28: PERF102 When using only the keys of a dict use the `keys()` method
+ providers/databricks/src/airflow/providers/databricks/operators/databricks_workflow.py:179:34: PERF102 When using only the values of a dict use the `values()` method
+ providers/teradata/src/airflow/providers/teradata/hooks/teradata.py:302:57: PERF102 When using only the values of a dict use the `values()` method
+ task-sdk/src/airflow/sdk/definitions/_internal/expandinput.py:267:44: PERF102 When using only the values of a dict use the `values()` method

bokeh/bokeh (+1 -0 violations, +0 -0 fixes)

ruff check --no-cache --exit-zero --no-fix --output-format concise --preview --select ALL

+ src/bokeh/core/has_props.py:546:50: PERF102 When using only the keys of a dict use the `keys()` method

ibis-project/ibis (+1 -0 violations, +0 -0 fixes)

ruff check --no-cache --exit-zero --no-fix --output-format concise --preview

+ ibis/expr/sql.py:263:59: PERF102 When using only the values of a dict use the `values()` method

langchain-ai/langchain (+1 -0 violations, +0 -0 fixes)

ruff check --no-cache --exit-zero --no-fix --output-format concise --preview

+ libs/core/tests/unit_tests/prompts/test_structured.py:24:57: PERF102 When using only the keys of a dict use the `keys()` method

latchbio/latch (+1 -0 violations, +0 -0 fixes)

ruff check --no-cache --exit-zero --no-fix --output-format concise --preview

+ src/latch_cli/snakemake/workflow.py:1568:32: PERF102 When using only the keys of a dict use the `keys()` method

qdrant/qdrant-client (+3 -0 violations, +0 -0 fixes)

ruff check --no-cache --exit-zero --no-fix --output-format concise --preview

+ qdrant_client/local/async_qdrant_local.py:661:34: PERF102 When using only the keys of a dict use the `keys()` method
+ qdrant_client/local/local_collection.py:122:43: PERF102 When using only the keys of a dict use the `keys()` method
+ qdrant_client/local/qdrant_local.py:718:32: PERF102 When using only the keys of a dict use the `keys()` method

rotki/rotki (+4 -0 violations, +0 -0 fixes)

ruff check --no-cache --exit-zero --no-fix --output-format concise --preview

+ rotkehlchen/api/services/external_services.py:16:84: PERF102 When using only the values of a dict use the `values()` method
+ rotkehlchen/chain/evm/decoding/hop/decoder.py:80:29: PERF102 When using only the values of a dict use the `values()` method
+ rotkehlchen/rotkehlchen.py:1222:58: PERF102 When using only the values of a dict use the `values()` method
+ rotkehlchen/rotkehlchen.py:1223:76: PERF102 When using only the values of a dict use the `values()` method

zulip/zulip (+1 -0 violations, +0 -0 fixes)

ruff check --no-cache --exit-zero --no-fix --output-format concise --preview --select ALL

+ zerver/lib/events.py:2283:46: PERF102 When using only the values of a dict use the `values()` method

indico/indico (+5 -0 violations, +0 -0 fixes)

ruff check --no-cache --exit-zero --no-fix --output-format concise --preview

+ indico/core/permissions.py:122:35: PERF102 [*] When using only the values of a dict use the `values()` method
+ indico/core/permissions.py:236:55: PERF102 [*] When using only the values of a dict use the `values()` method
+ indico/modules/events/layout/util.py:190:34: PERF102 [*] When using only the values of a dict use the `values()` method
+ indico/modules/events/layout/util.py:269:31: PERF102 [*] When using only the values of a dict use the `values()` method
+ indico/modules/vc/models/vc_rooms.py:43:73: PERF102 [*] When using only the values of a dict use the `values()` method

pdm-project/pdm (+1 -0 violations, +0 -0 fixes)

ruff check --no-cache --exit-zero --no-fix --output-format concise --preview

+ src/pdm/installers/base.py:209:28: PERF102 When using only the keys of a dict use the `keys()` method

home-assistant/core (+14 -0 violations, +0 -0 fixes)

ruff check --no-cache --exit-zero --no-fix --output-format concise --preview

+ homeassistant/components/apcupsd/sensor.py:474:60: PERF102 When using only the keys of a dict use the `keys()` method
+ homeassistant/components/blink/diagnostics.py:25:26: PERF102 When using only the values of a dict use the `values()` method
+ homeassistant/components/canary/alarm_control_panel.py:31:38: PERF102 When using only the values of a dict use the `values()` method
+ homeassistant/components/fritz/diagnostics.py:48:34: PERF102 When using only the values of a dict use the `values()` method
+ homeassistant/components/hvv_departures/binary_sensor.py:123:27: PERF102 When using only the keys of a dict use the `keys()` method
+ homeassistant/components/insteon/api/aldb.py:66:67: PERF102 When using only the values of a dict use the `values()` method
+ homeassistant/components/rympro/sensor.py:71:32: PERF102 When using only the keys of a dict use the `keys()` method
+ homeassistant/components/schluter/climate.py:74:42: PERF102 When using only the keys of a dict use the `keys()` method
+ homeassistant/components/seventeentrack/sensor.py:28:37: PERF102 When using only the keys of a dict use the `keys()` method
+ homeassistant/components/vodafone_station/diagnostics.py:42:39: PERF102 When using only the values of a dict use the `values()` method
+ homeassistant/components/weatherflow_cloud/weather.py:38:37: PERF102 When using only the keys of a dict use the `keys()` method
+ script/hassfest/config_flow.py:150:36: PERF102 When using only the keys of a dict use the `keys()` method
+ tests/components/keenetic_ndms2/test_config_flow.py:241:21: PERF102 When using only the keys of a dict use the `keys()` method
+ tests/components/kostal_plenticore/test_switch.py:107:24: PERF102 When using only the keys of a dict use the `keys()` method

Changes by rule (1 rules affected)

code total + violation - violation + fix - fix
PERF102 39 39 0 0 0

@ntBre ntBre self-assigned this Feb 27, 2026
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Thanks! This looks reasonable to me overall, I mostly just had a couple of nits and then a larger suggestion about where to put this check.

We should also make this a preview change since it's a significant expansion to a stable rule.

Comment thread crates/ruff_linter/src/rules/perflint/rules/incorrect_dict_iterator.rs Outdated
Comment thread crates/ruff_linter/src/checkers/ast/mod.rs Outdated
Comment thread crates/ruff_linter/src/checkers/ast/mod.rs Outdated
@ntBre ntBre added rule Implementing or modifying a lint rule preview Related to preview mode features labels Feb 27, 2026
ntBre added a commit that referenced this pull request Feb 27, 2026
Summary
--

While reviewing #23473, I noticed that the `while` loops in our deferred checks
for `for` loops and lambdas would only be used if we pushed additional deferred
scopes to the `Checker` while running lint rule code. This should actually be
impossible given that the rules only receive a `&Checker` (as shown by the
immutable re-borrow), and none of our tests fail when removing the loops.

I guess it doesn't hurt to have the loops either since they only run once, but
it did serve to confuse me today.

I assume, but didn't fully confirm, that this used to be interleaved with the
visiting phase, at which point additional deferred scopes could have still been
added in the middle of this.

Test Plan
--

Existing tests
@amyreese
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I really like the ecosystem hits here, didn't realize how common it was to use items() without using both key and value. 😅

That said, when giving advice to use keys(), would it be better to simply recommend iterating over the dictionary itself (which defaults to iterating over keys)? Or does PERF102 already suggest keys() for a specific reason?

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ntBre commented Feb 28, 2026

That said, when giving advice to use keys(), would it be better to simply recommend iterating over the dictionary itself (which defaults to iterating over keys)? Or does PERF102 already suggest keys() for a specific reason?

Let's not change too much about PERF102 in this PR 😄 I don't know the full history of recommending keys, but I'm happy to reuse the rule's normal fix for loops here.

@anishgirianish anishgirianish requested a review from ntBre March 2, 2026 14:58
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Based on the ecosystem check, we still need to preview gate this change.

Comment thread crates/ruff_linter/src/checkers/ast/deferred.rs Outdated
@ntBre ntBre changed the title [perflint] Extend PERF102 to comprehensions and generators [perflint] Extend PERF102 to comprehensions and generators Mar 2, 2026
@anishgirianish anishgirianish requested a review from ntBre March 3, 2026 00:43
@anishgirianish
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@ntBre Addressed all feedback with latest commits:

  • Preview gated comprehension checks.
  • Removed &'a Comprehension from Analyze.

Would like to request you for your review whenever you get a chance. Thank you

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Thank you! This makes sense to me.

I'll just apply my one suggestion adding a debug assertion to make it slightly more like the other deferred checks.

@anishgirianish
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Thank you! This makes sense to me.

I'll just apply my one suggestion adding a debug assertion to make it slightly more like the other deferred checks.

Thank you very much for the latest push. I really appreciate it.

@ntBre ntBre merged commit c7db398 into astral-sh:main Mar 3, 2026
43 checks passed
carljm added a commit that referenced this pull request Mar 3, 2026
* main:
  [ty] Apply narrowing to walrus values (#23687)
  [`perflint`] Extend `PERF102` to comprehensions and generators (#23473)
  [ty] Fix GitHub-annotations mdtest output format (#23694)
  [ty] Reduce the number of potentially-flaky projects (#23698)
  [`pydocstyle`] Fix numpy section ordering (`D420`) (#23685)
  [ty] Move method-related types to a submodule (#23691)
  [ty] Avoid the mandatory "ecosystem-analyzer workflow run cancelled" notification every time you make a PR (#23695)
  [ty] Move `Type::subtyping_is_always_reflexive` to `types::relation` (#23692)
  Update conformance suite commit hash (#23693)
  [ty] Add mdtest suite for `typing.Concatenate` (#23554)
  [ty] filter out pre-loop bindings from loop headers (#23536)
ntBre added a commit that referenced this pull request Mar 10, 2026
Summary
--

While reviewing #23473, I noticed that the `while` loops in our deferred
checks
for `for` loops and lambdas would only be used if we pushed additional
deferred
scopes to the `Checker` while running lint rule code. This should
actually be
impossible given that the rules only receive a `&Checker` (as shown by
the
immutable re-borrow), and none of our tests fail when removing the
loops.

I guess it doesn't hurt to have the loops either since they only run
once, but
it did serve to confuse me today.

I assume, but didn't fully confirm, that this used to be interleaved
with the
visiting phase, at which point additional deferred scopes could have
still been
added in the middle of this.

Test Plan
--

Existing tests
nicopauss pushed a commit to Intersec/lib-common that referenced this pull request Apr 1, 2026
Released on 2026-03-19.

- Display output severity in preview ([#23845](astral-sh/ruff#23845))
- Don't show `noqa` hover for non-Python documents ([#24040](astral-sh/ruff#24040))

- \[`pycodestyle`] Recognize `pyrefly:` as a pragma comment (`E501`) ([#24019](astral-sh/ruff#24019))

- Don't return code actions for non-Python documents ([#23905](astral-sh/ruff#23905))

- Add company AI policy to contributing guide ([#24021](astral-sh/ruff#24021))
- Document editor features for Markdown code formatting ([#23924](astral-sh/ruff#23924))
- \[`pylint`] Improve phrasing (`PLC0208`) ([#24033](astral-sh/ruff#24033))

- Use PEP 639 license information ([#19661](astral-sh/ruff#19661))

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Released on 2026-03-12.

- Add support for `lazy` import parsing ([#23755](astral-sh/ruff#23755))
- Add support for star-unpacking of comprehensions (PEP 798) ([#23788](astral-sh/ruff#23788))
- Reject semantic syntax errors for lazy imports ([#23757](astral-sh/ruff#23757))
- Drop a few rules from the preview default set ([#23879](astral-sh/ruff#23879))
- \[`airflow`] Flag `Variable.get()` calls outside of task execution context (`AIR003`) ([#23584](astral-sh/ruff#23584))
- \[`airflow`] Flag runtime-varying values in DAG/task constructor arguments (`AIR304`) ([#23631](astral-sh/ruff#23631))
- \[`flake8-bugbear`] Implement `delattr-with-constant` (`B043`) ([#23737](astral-sh/ruff#23737))
- \[`flake8-tidy-imports`] Add `TID254` to enforce lazy imports ([#23777](astral-sh/ruff#23777))
- \[`flake8-tidy-imports`] Allow users to ban lazy imports with `TID254` ([#23847](astral-sh/ruff#23847))
- \[`isort`] Retain `lazy` keyword when sorting imports ([#23762](astral-sh/ruff#23762))
- \[`pyupgrade`] Add `from __future__ import annotations` automatically (`UP006`) ([#23260](astral-sh/ruff#23260))
- \[`refurb`] Support `newline` parameter in `FURB101` for Python 3.13+ ([#23754](astral-sh/ruff#23754))
- \[`ruff`] Add `os-path-commonprefix` (`RUF071`) ([#23814](astral-sh/ruff#23814))
- \[`ruff`] Add unsafe fix for os-path-commonprefix (`RUF071`) ([#23852](astral-sh/ruff#23852))
- \[`ruff`] Limit `RUF036` to typing contexts; make it unsafe for non-typing-only ([#23765](astral-sh/ruff#23765))
- \[`ruff`] Use starred unpacking for `RUF017` in Python 3.15+ ([#23789](astral-sh/ruff#23789))

- Fix `--add-noqa` creating unwanted leading whitespace ([#23773](astral-sh/ruff#23773))
- Fix `--add-noqa` breaking shebangs ([#23577](astral-sh/ruff#23577))
- \[formatter] Fix lambda body formatting for multiline calls and subscripts ([#23866](astral-sh/ruff#23866))
- \[formatter] Preserve required annotation parentheses in annotated assignments ([#23865](astral-sh/ruff#23865))
- \[formatter] Preserve type-expression parentheses in the formatter ([#23867](astral-sh/ruff#23867))
- \[`flake8-annotations`] Fix stack overflow in `ANN401` on quoted annotations with escape sequences ([#23912](astral-sh/ruff#23912))
- \[`pep8-naming`] Check naming conventions in `match` pattern bindings (`N806`, `N815`, `N816`) ([#23899](astral-sh/ruff#23899))
- \[`perflint`] Fix comment duplication in fixes (`PERF401`, `PERF403`) ([#23729](astral-sh/ruff#23729))
- \[`pyupgrade`] Properly trigger `super` change in nested class (`UP008`) ([#22677](astral-sh/ruff#22677))
- \[`ruff`] Avoid syntax errors in `RUF036` fixes ([#23764](astral-sh/ruff#23764))

- \[`flake8-bandit`] Flag `S501` with `requests.request` ([#23873](astral-sh/ruff#23873))
- \[`flake8-executable`] Fix WSL detection in non-Docker containers ([#22879](astral-sh/ruff#22879))
- \[`flake8-print`] Ignore `pprint` calls with `stream=` ([#23787](astral-sh/ruff#23787))

- Update docs for Markdown code block formatting ([#23871](astral-sh/ruff#23871))
- \[`flake8-bugbear`] Fix misleading description for `B904` ([#23731](astral-sh/ruff#23731))

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Released on 2026-03-05.

- Discover Markdown files by default in preview mode ([#23434](astral-sh/ruff#23434))
- \[`perflint`] Extend `PERF102` to comprehensions and generators ([#23473](astral-sh/ruff#23473))
- \[`refurb`] Fix `FURB101` and `FURB103` false positives when I/O variable is used later ([#23542](astral-sh/ruff#23542))
- \[`ruff`] Add fix for `none-not-at-end-of-union` (`RUF036`) ([#22829](astral-sh/ruff#22829))
- \[`ruff`] Fix false positive for `re.split` with empty string pattern (`RUF055`) ([#23634](astral-sh/ruff#23634))

- \[`fastapi`] Handle callable class dependencies with `__call__` method (`FAST003`) ([#23553](astral-sh/ruff#23553))
- \[`pydocstyle`] Fix numpy section ordering (`D420`) ([#23685](astral-sh/ruff#23685))
- \[`pyflakes`] Fix false positive for names shadowing re-exports (`F811`) ([#23356](astral-sh/ruff#23356))
- \[`pyupgrade`] Avoid inserting redundant `None` elements in `UP045` ([#23459](astral-sh/ruff#23459))

- Document extension mapping for Markdown code formatting ([#23574](astral-sh/ruff#23574))
- Update default Python version examples ([#23605](astral-sh/ruff#23605))

- Publish releases to Astral mirror ([#23616](astral-sh/ruff#23616))

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Released on 2026-02-26.

This is a follow-up release to 0.15.3 that resolves a panic when the new rule `PLR1712` was enabled with any rule that analyzes definitions, such as many of the `ANN` or `D` rules.

- Fix panic on access to definitions after analyzing definitions ([#23588](astral-sh/ruff#23588))
- \[`pyflakes`] Suppress false positive in `F821` for names used before `del` in stub files ([#23550](astral-sh/ruff#23550))

- Clarify first-party import detection in Ruff ([#23591](astral-sh/ruff#23591))
- Fix incorrect `import-heading` example ([#23568](astral-sh/ruff#23568))

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- [@GeObts](https://github.com/GeObts)

Released on 2026-02-26.

- Drop explicit support for `.qmd` file extension ([#23572](astral-sh/ruff#23572))

  This can now be enabled instead by setting the [`extension`](https://docs.astral.sh/ruff/settings/#extension) option:

  ```toml
  # ruff.toml
  extension = { qmd = "markdown" }

  # pyproject.toml
  [tool.ruff]
  extension = { qmd = "markdown" }
  ```

- Include configured extensions in file discovery ([#23400](astral-sh/ruff#23400))

- \[`flake8-bandit`] Allow suspicious imports in `TYPE_CHECKING` blocks (`S401`-`S415`) ([#23441](astral-sh/ruff#23441))

- \[`flake8-bugbear`] Allow `B901` in pytest hook wrappers ([#21931](astral-sh/ruff#21931))

- \[`flake8-import-conventions`] Add missing conventions from upstream (`ICN001`, `ICN002`) ([#21373](astral-sh/ruff#21373))

- \[`pydocstyle`] Add rule to enforce docstring section ordering (`D420`) ([#23537](astral-sh/ruff#23537))

- \[`pylint`] Implement `swap-with-temporary-variable` (`PLR1712`) ([#22205](astral-sh/ruff#22205))

- \[`ruff`] Add `unnecessary-assign-before-yield` (`RUF070`) ([#23300](astral-sh/ruff#23300))

- \[`ruff`] Support file-level noqa in `RUF102` ([#23535](astral-sh/ruff#23535))

- \[`ruff`] Suppress diagnostic for invalid f-strings before Python 3.12 (`RUF027`) ([#23480](astral-sh/ruff#23480))

- \[`flake8-bandit`] Don't flag `BaseLoader`/`CBaseLoader` as unsafe (`S506`) ([#23510](astral-sh/ruff#23510))

- Avoid infinite loop between `I002` and `PYI025` ([#23352](astral-sh/ruff#23352))
- \[`pyflakes`] Fix false positive for `@overload` from `lint.typing-modules` (`F811`) ([#23357](astral-sh/ruff#23357))
- \[`pyupgrade`] Fix false positive for `TypeVar` default before Python 3.12 (`UP046`) ([#23540](astral-sh/ruff#23540))
- \[`pyupgrade`] Fix handling of `\N` in raw strings (`UP032`) ([#22149](astral-sh/ruff#22149))

- Render sub-diagnostics in the GitHub output format ([#23455](astral-sh/ruff#23455))

- \[`flake8-bugbear`] Tag certain `B007` diagnostics as unnecessary ([#23453](astral-sh/ruff#23453))

- \[`ruff`] Ignore unknown rule codes in `RUF100` ([#23531](astral-sh/ruff#23531))

  These are now flagged by [`RUF102`](https://docs.astral.sh/ruff/rules/invalid-rule-code/) instead.

- Fix missing settings links for several linters ([#23519](astral-sh/ruff#23519))
- Update isort action comments heading ([#23515](astral-sh/ruff#23515))
- \[`pydocstyle`] Fix double comma in description of `D404` ([#23440](astral-sh/ruff#23440))

- Update the Python module (notably `find_ruff_bin`) for parity with uv ([#23406](astral-sh/ruff#23406))

- [@zanieb](https://github.com/zanieb)
- [@o1x3](https://github.com/o1x3)
- [@assadyousuf](https://github.com/assadyousuf)
- [@kar-ganap](https://github.com/kar-ganap)
- [@denyszhak](https://github.com/denyszhak)
- [@amyreese](https://github.com/amyreese)
- [@carljm](https://github.com/carljm)
- [@anishgirianish](https://github.com/anishgirianish)
- [@Bnyro](https://github.com/Bnyro)
- [@danparizher](https://github.com/danparizher)
- [@ntBre](https://github.com/ntBre)
- [@gcomneno](https://github.com/gcomneno)
- [@jaap3](https://github.com/jaap3)
- [@stakeswky](https://github.com/stakeswky)

Released on 2026-02-19.

- Expand the default rule set ([#23385](astral-sh/ruff#23385))

  In preview, Ruff now enables a significantly expanded default rule set of 412
  rules, up from the stable default set of 59 rules. The new rules are mostly a
  superset of the stable defaults, with the exception of these rules, which are
  removed from the preview defaults:

  - [`multiple-imports-on-one-line`](https://docs.astral.sh/ruff/rules/multiple-imports-on-one-line) (`E401`)
  - [`module-import-not-at-top-of-file`](https://docs.astral.sh/ruff/rules/module-import-not-at-top-of-file) (`E402`)
  - [`module-import-not-at-top-of-file`](https://docs.astral.sh/ruff/rules/module-import-not-at-top-of-file) (`E701`)
  - [`multiple-statements-on-one-line-semicolon`](https://docs.astral.sh/ruff/rules/multiple-statements-on-one-line-semicolon) (`E702`)
  - [`useless-semicolon`](https://docs.astral.sh/ruff/rules/useless-semicolon) (`E703`)
  - [`none-comparison`](https://docs.astral.sh/ruff/rules/none-comparison) (`E711`)
  - [`true-false-comparison`](https://docs.astral.sh/ruff/rules/true-false-comparison) (`E712`)
  - [`not-in-test`](https://docs.astral.sh/ruff/rules/not-in-test) (`E713`)
  - [`not-is-test`](https://docs.astral.sh/ruff/rules/not-is-test) (`E714`)
  - [`type-comparison`](https://docs.astral.sh/ruff/rules/type-comparison) (`E721`)
  - [`lambda-assignment`](https://docs.astral.sh/ruff/rules/lambda-assignment) (`E731`)
  - [`ambiguous-variable-name`](https://docs.astral.sh/ruff/rules/ambiguous-variable-name) (`E741`)
  - [`ambiguous-class-name`](https://docs.astral.sh/ruff/rules/ambiguous-class-name) (`E742`)
  - [`ambiguous-function-name`](https://docs.astral.sh/ruff/rules/ambiguous-function-name) (`E743`)
  - [`undefined-local-with-import-star`](https://docs.astral.sh/ruff/rules/undefined-local-with-import-star) (`F403`)
  - [`undefined-local-with-import-star-usage`](https://docs.astral.sh/ruff/rules/undefined-local-with-import-star-usage) (`F405`)
  - [`undefined-local-with-nested-import-star-usage`](https://docs.astral.sh/ruff/rules/undefined-local-with-nested-import-star-usage) (`F406`)
  - [`forward-annotation-syntax-error`](https://docs.astral.sh/ruff/rules/forward-annotation-syntax-error) (`F722`)

  If you use preview and prefer the old defaults, you can restore them with
  configuration like:

  ```toml

  # ruff.toml

  [lint]
  select = ["E4", "E7", "E9", "F"]

  # pyproject.toml

  [tool.ruff.lint]
  select = ["E4", "E7", "E9", "F"]
  ```

  If you do give them a try, feel free to share your feedback in the [GitHub
  discussion](astral-sh/ruff#23203)!

- \[`flake8-pyi`] Also check string annotations (`PYI041`) ([#19023](astral-sh/ruff#19023))

- \[`flake8-async`] Fix `in_async_context` logic ([#23426](astral-sh/ruff#23426))
- \[`ruff`] Fix for `RUF102` should delete entire comment ([#23380](astral-sh/ruff#23380))
- \[`ruff`] Suppress diagnostic for strings with backslashes in interpolations before Python 3.12 (`RUF027`) ([#21069](astral-sh/ruff#21069))
- \[`flake8-bugbear`] Fix `B023` false positive for immediately-invoked lambdas ([#23294](astral-sh/ruff#23294))
- \[parser] Fix false syntax error for match-like annotated assignments ([#23297](astral-sh/ruff#23297))
- \[parser] Fix indentation tracking after line continuations ([#23417](astral-sh/ruff#23417))

- \[`flake8-executable`] Allow global flags in uv shebangs (`EXE003`) ([#22582](astral-sh/ruff#22582))
- \[`pyupgrade`] Fix handling of `typing.{io,re}` (`UP035`) ([#23131](astral-sh/ruff#23131))
- \[`ruff`] Detect `PLC0207` on chained `str.split()` calls ([#23275](astral-sh/ruff#23275))

- Remove invalid inline `noqa` warning ([#23270](astral-sh/ruff#23270))

- Add extension mapping to configuration file options ([#23384](astral-sh/ruff#23384))

- Add `Q004` to the list of conflicting rules ([#23340](astral-sh/ruff#23340))
- \[`ruff`] Expand `lint.external` docs and add sub-diagnostic (`RUF100`, `RUF102`) ([#23268](astral-sh/ruff#23268))

- [@dylwil3](https://github.com/dylwil3)
- [@Jkhall81](https://github.com/Jkhall81)
- [@danparizher](https://github.com/danparizher)
- [@dhruvmanila](https://github.com/dhruvmanila)
- [@harupy](https://github.com/harupy)
- [@ngnpope](https://github.com/ngnpope)
- [@amyreese](https://github.com/amyreese)
- [@kar-ganap](https://github.com/kar-ganap)
- [@robsdedude](https://github.com/robsdedude)
- [@shaanmajid](https://github.com/shaanmajid)
- [@ntBre](https://github.com/ntBre)
- [@toslunar](https://github.com/toslunar)

Released on 2026-02-12.

- \[`airflow`] Add ruff rules to catch deprecated Airflow imports for Airflow 3.1 (`AIR321`) ([#22376](astral-sh/ruff#22376))
- \[`airflow`] Third positional parameter not named `ti_key` should be flagged for `BaseOperatorLink.get_link` (`AIR303`) ([#22828](astral-sh/ruff#22828))
- \[`flake8-gettext`] Fix false negatives for plural argument of `ngettext` (`INT001`, `INT002`, `INT003`) ([#21078](astral-sh/ruff#21078))
- \[`pyflakes`] Fix infinite loop in preview fix for `unused-import` (`F401`) ([#23038](astral-sh/ruff#23038))
- \[`pygrep-hooks`] Detect non-existent mock methods in standalone expressions (`PGH005`) ([#22830](astral-sh/ruff#22830))
- \[`pylint`] Allow dunder submodules and improve diagnostic range (`PLC2701`) ([#22804](astral-sh/ruff#22804))
- \[`pyupgrade`] Improve diagnostic range for tuples (`UP024`) ([#23013](astral-sh/ruff#23013))
- \[`refurb`] Check subscripts in tuple do not use lambda parameters in `reimplemented-operator` (`FURB118`) ([#23079](astral-sh/ruff#23079))
- \[`ruff`] Detect mutable defaults in `field` calls (`RUF008`) ([#23046](astral-sh/ruff#23046))
- \[`ruff`] Ignore std `cmath.inf` (`RUF069`) ([#23120](astral-sh/ruff#23120))
- \[`ruff`] New rule `float-equality-comparison` (`RUF069`) ([#20585](astral-sh/ruff#20585))
- Don't format unlabeled Markdown code blocks ([#23106](astral-sh/ruff#23106))
- Markdown formatting support in LSP ([#23063](astral-sh/ruff#23063))
- Support Quarto Markdown language markers ([#22947](astral-sh/ruff#22947))
- Support formatting `pycon` Markdown code blocks ([#23112](astral-sh/ruff#23112))
- Use extension mapping to select Markdown code block language ([#22934](astral-sh/ruff#22934))

- Avoid false positive for undefined variables in `FAST001` ([#23224](astral-sh/ruff#23224))
- Avoid introducing syntax errors for `FAST003` autofix ([#23227](astral-sh/ruff#23227))
- Avoid suggesting `InitVar` for `__post_init__` that references PEP 695 type parameters ([#23226](astral-sh/ruff#23226))
- Deduplicate type variables in generic functions ([#23225](astral-sh/ruff#23225))
- Fix exception handler parenthesis removal for Python 3.14+ ([#23126](astral-sh/ruff#23126))
- Fix f-string middle panic when parsing t-strings ([#23232](astral-sh/ruff#23232))
- Wrap `RUF020` target for multiline fixes ([#23210](astral-sh/ruff#23210))
- Wrap `UP007` target for multiline fixes ([#23208](astral-sh/ruff#23208))
- Fix missing diagnostics for last range suppression in file ([#23242](astral-sh/ruff#23242))
- \[`pyupgrade`] Fix syntax error on string with newline escape and comment (`UP037`) ([#22968](astral-sh/ruff#22968))

- Use `ruff` instead of `Ruff` as the program name in GitHub output format ([#23240](astral-sh/ruff#23240))
- \[`PT006`] Fix syntax error when unpacking nested tuples in `parametrize` fixes ([#22441](astral-sh/ruff#22441)) ([#22464](astral-sh/ruff#22464))
- \[`airflow`] Catch deprecated attribute access from context key for Airflow 3.0 (`AIR301`) ([#22850](astral-sh/ruff#22850))
- \[`airflow`] Capture deprecated arguments and a decorator (`AIR301`) ([#23170](astral-sh/ruff#23170))
- \[`flake8-boolean-trap`] Add `multiprocessing.Value` to excluded functions for `FBT003` ([#23010](astral-sh/ruff#23010))
- \[`flake8-bugbear`] Add a secondary annotation showing the previous occurrence (`B033`) ([#22634](astral-sh/ruff#22634))
- \[`flake8-type-checking`] Add sub-diagnostic showing the runtime use of an annotation (`TC004`) ([#23091](astral-sh/ruff#23091))
- \[`isort`] Support configurable import section heading comments ([#23151](astral-sh/ruff#23151))
- \[`ruff`] Improve the diagnostic for `RUF012` ([#23202](astral-sh/ruff#23202))

- Suppress diagnostic output for `format --check --silent` ([#17736](astral-sh/ruff#17736))

- Add tabbed shell completion documentation ([#23169](astral-sh/ruff#23169))
- Explain how to enable Markdown formatting for pre-commit hook ([#23077](astral-sh/ruff#23077))
- Fixed import in `runtime-evaluated-decorators` example ([#23187](astral-sh/ruff#23187))
- Update ruff server contributing guide ([#23060](astral-sh/ruff#23060))

- Exclude WASM artifacts from GitHub releases ([#23221](astral-sh/ruff#23221))

- [@mkniewallner](https://github.com/mkniewallner)
- [@bxff](https://github.com/bxff)
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- [@danparizher](https://github.com/danparizher)
- [@AiyionPrime](https://github.com/AiyionPrime)
- [@eureka928](https://github.com/eureka928)
- [@11happy](https://github.com/11happy)
- [@Jkhall81](https://github.com/Jkhall81)
- [@chirizxc](https://github.com/chirizxc)
- [@leandrobbraga](https://github.com/leandrobbraga)
- [@tvatter](https://github.com/tvatter)
- [@anishgirianish](https://github.com/anishgirianish)
- [@shaanmajid](https://github.com/shaanmajid)
- [@ntBre](https://github.com/ntBre)
- [@sjyangkevin](https://github.com/sjyangkevin)

Released on 2026-02-03.

Check out the [blog post](https://astral.sh/blog/ruff-v0.15.0) for a migration
guide and overview of the changes!

- Ruff now formats your code according to the 2026 style guide. See the formatter section below or in the blog post for a detailed list of changes.

- The linter now supports block suppression comments. For example, to suppress `N803` for all parameters in this function:

  ```python
  # ruff: disable[N803]
  def foo(
      legacyArg1,
      legacyArg2,
      legacyArg3,
      legacyArg4,
  ): ...
  # ruff: enable[N803]
  ```

  See the [documentation](https://docs.astral.sh/ruff/linter/#block-level) for more details.

- The `ruff:alpine` Docker image is now based on Alpine 3.23 (up from 3.21).

- The `ruff:debian` and `ruff:debian-slim` Docker images are now based on Debian 13 "Trixie" instead of Debian 12 "Bookworm."

- Binaries for the `ppc64` (64-bit big-endian PowerPC) architecture are no longer included in our releases. It should still be possible to build Ruff manually for this platform, if needed.

- Ruff now resolves all `extend`ed configuration files before falling back on a default Python version.

The following rules have been stabilized and are no longer in preview:

- [`blocking-http-call-httpx-in-async-function`](https://docs.astral.sh/ruff/rules/blocking-http-call-httpx-in-async-function)
  (`ASYNC212`)
- [`blocking-path-method-in-async-function`](https://docs.astral.sh/ruff/rules/blocking-path-method-in-async-function)
  (`ASYNC240`)
- [`blocking-input-in-async-function`](https://docs.astral.sh/ruff/rules/blocking-input-in-async-function)
  (`ASYNC250`)
- [`map-without-explicit-strict`](https://docs.astral.sh/ruff/rules/map-without-explicit-strict)
  (`B912`)
- [`if-exp-instead-of-or-operator`](https://docs.astral.sh/ruff/rules/if-exp-instead-of-or-operator)
  (`FURB110`)
- [`single-item-membership-test`](https://docs.astral.sh/ruff/rules/single-item-membership-test)
  (`FURB171`)
- [`missing-maxsplit-arg`](https://docs.astral.sh/ruff/rules/missing-maxsplit-arg) (`PLC0207`)
- [`unnecessary-lambda`](https://docs.astral.sh/ruff/rules/unnecessary-lambda) (`PLW0108`)
- [`unnecessary-empty-iterable-within-deque-call`](https://docs.astral.sh/ruff/rules/unnecessary-empty-iterable-within-deque-call)
  (`RUF037`)
- [`in-empty-collection`](https://docs.astral.sh/ruff/rules/in-empty-collection) (`RUF060`)
- [`legacy-form-pytest-raises`](https://docs.astral.sh/ruff/rules/legacy-form-pytest-raises)
  (`RUF061`)
- [`non-octal-permissions`](https://docs.astral.sh/ruff/rules/non-octal-permissions) (`RUF064`)
- [`invalid-rule-code`](https://docs.astral.sh/ruff/rules/invalid-rule-code) (`RUF102`)
- [`invalid-suppression-comment`](https://docs.astral.sh/ruff/rules/invalid-suppression-comment)
  (`RUF103`)
- [`unmatched-suppression-comment`](https://docs.astral.sh/ruff/rules/unmatched-suppression-comment)
  (`RUF104`)
- [`replace-str-enum`](https://docs.astral.sh/ruff/rules/replace-str-enum) (`UP042`)

The following behaviors have been stabilized:

- The `--output-format` flag is now respected when running Ruff in `--watch` mode, and the `full` output format is now used by default, matching the regular CLI output.
- [`builtin-attribute-shadowing`](https://docs.astral.sh/ruff/rules/builtin-attribute-shadowing/) (`A003`) now detects the use of shadowed built-in names in additional contexts like decorators, default arguments, and other attribute definitions.
- [`duplicate-union-member`](https://docs.astral.sh/ruff/rules/duplicate-union-member/) (`PYI016`) now considers `typing.Optional` when searching for duplicate union members.
- [`split-static-string`](https://docs.astral.sh/ruff/rules/split-static-string/) (`SIM905`) now offers an autofix when the `maxsplit` argument is provided, even without a `sep` argument.
- [`dict-get-with-none-default`](https://docs.astral.sh/ruff/rules/dict-get-with-none-default/) (`SIM910`) now applies to more types of key expressions.
- [`super-call-with-parameters`](https://docs.astral.sh/ruff/rules/super-call-with-parameters/) (`UP008`) now has a safe fix when it will not delete comments.
- [`unnecessary-default-type-args`](https://docs.astral.sh/ruff/rules/unnecessary-default-type-args/) (`UP043`) now applies to stub (`.pyi`) files on Python versions before 3.13.

This release introduces the new 2026 style guide, with the following changes:

- Lambda parameters are now kept on the same line and lambda bodies will be parenthesized to let
  them break across multiple lines ([#21385](astral-sh/ruff#21385))
- Parentheses around tuples of exceptions in `except` clauses will now be removed on Python 3.14 and
  later ([#20768](astral-sh/ruff#20768))
- A single empty line is now permitted at the beginning of function bodies ([#21110](astral-sh/ruff#21110))
- Parentheses are avoided for long `as` captures in `match` statements ([#21176](astral-sh/ruff#21176))
- Extra spaces between escaped quotes and ending triple quotes can now be omitted ([#17216](astral-sh/ruff#17216))
- Blank lines are now enforced before classes with decorators in stub files ([#18888](astral-sh/ruff#18888))

- Apply formatting to Markdown code blocks ([#22470](astral-sh/ruff#22470), [#22990](astral-sh/ruff#22990), [#22996](astral-sh/ruff#22996))

  See the [documentation](https://docs.astral.sh/ruff/formatter/#markdown-code-formatting) for more details.

- Fix suppression indentation matching ([#22903](astral-sh/ruff#22903))

- Customize where the `fix_title` sub-diagnostic appears ([#23044](astral-sh/ruff#23044))
- \[`FastAPI`] Add sub-diagnostic explaining why a fix was unavailable (`FAST002`) ([#22565](astral-sh/ruff#22565))
- \[`flake8-annotations`] Don't suggest `NoReturn` for functions raising `NotImplementedError` (`ANN201`, `ANN202`, `ANN205`, `ANN206`) ([#21311](astral-sh/ruff#21311))
- \[`pyupgrade`] Make fix unsafe if it deletes comments (`UP017`) ([#22873](astral-sh/ruff#22873))
- \[`pyupgrade`] Make fix unsafe if it deletes comments (`UP020`) ([#22872](astral-sh/ruff#22872))
- \[`pyupgrade`] Make fix unsafe if it deletes comments (`UP033`) ([#22871](astral-sh/ruff#22871))
- \[`refurb`] Do not add `abc.ABC` if already present (`FURB180`) ([#22234](astral-sh/ruff#22234))
- \[`refurb`] Make fix unsafe if it deletes comments (`FURB110`) ([#22768](astral-sh/ruff#22768))
- \[`ruff`] Add sub-diagnostics with permissions (`RUF064`) ([#22972](astral-sh/ruff#22972))

- Identify notebooks by LSP `didOpen` instead of `.ipynb` file extension ([#22810](astral-sh/ruff#22810))

- Add `--color` CLI option to force colored output ([#22806](astral-sh/ruff#22806))

- Document `-` stdin convention in CLI help text ([#22817](astral-sh/ruff#22817))
- \[`refurb`] Change example to `re.search` with `^` anchor (`FURB167`) ([#22984](astral-sh/ruff#22984))
- Fix link to Sphinx code block directives ([#23041](astral-sh/ruff#23041))
- \[`pydocstyle`] Clarify which quote styles are allowed (`D300`) ([#22825](astral-sh/ruff#22825))
- \[`flake8-bugbear`] Improve docs for `no-explicit-stacklevel` (`B028`) ([#22538](astral-sh/ruff#22538))

- Update MSRV to 1.91 ([#22874](astral-sh/ruff#22874))

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- [@konstin](https://github.com/konstin)

Renovate-Branch: renovate/2024.6-ruff-0.x
Change-Id: I8f8e865435fde1fc736fe2528261a604acb46215
Priv-Id: f7e1d99008e3617149c4b639a9a2bbc06212d064
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PERF102 is not detected in generators or comprehensions

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