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        Releases: astral-sh/ruff

              Releases Tags
            Releases · astral-sh/ruff

                Release list

                    * 0.16.2
                    * 0.16.1
                    * 0.16.0
                    * 0.15.22
                    * 0.15.21
                    * 0.15.20
                    * 0.15.19
                    * 0.15.18
                    * 0.15.17
                    * 0.15.16
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                        * 0.16.2
                        * 0.16.1
                        * 0.16.0
                        * 0.15.22
                        * 0.15.21
                        * 0.15.20
                        * 0.15.19
                        * 0.15.18
                        * 0.15.17
                        * 0.15.16
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                0.16.2

                              0.16.2 Latest
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                              github-actions released this 07 Aug 13:31
                              Immutable release. Only release title and notes can be modified.
                              0.16.2
                              5b48a04
                                      This commit was created on GitHub.com and signed with GitHub’s verified signature.
                                    GPG key ID: B5690EEEBB952194
                                      Verified
                                    Learn about vigilant mode.

                          Release Notes

                          Released on 2026-08-06.

                          Bug fixes

                            * [flake8-pyi] Avoid false positives on singledispatch functions (PYI041) (#27335)

                          Server

                            * Register formatting capabilities dynamically to exclude TOML files (#27332)

                          Contributors

                            * @MeGaGiGaGon
                            * @charliermarsh
                            * @epage
                            * @sharkdp
                            * @ntBre

                          Install ruff 0.16.2

                          Install prebuilt binaries via shell script

                            curl --proto  ' =https '  --tlsv1.2 -LsSf https://releases.astral.sh/github/ruff/releases/download/0.16.2/ruff-installer.sh | sh

                          Install prebuilt binaries via powershell script

                            powershell -ExecutionPolicy Bypass -c  " irm https://releases.astral.sh/github/ruff/releases/download/0.16.2/ruff-installer.ps1 | iex "

                          Download ruff 0.16.2

                            File                                        Platform                      Checksum
                            ruff-aarch64-apple-darwin.tar.gz            Apple Silicon macOS           checksum
                            ruff-x86_64-apple-darwin.tar.gz             Intel macOS                   checksum
                            ruff-aarch64-pc-windows-msvc.zip            ARM64 Windows                 checksum
                            ruff-i686-pc-windows-msvc.zip               x86 Windows                   checksum
                            ruff-x86_64-pc-windows-msvc.zip             x64 Windows                   checksum
                            ruff-aarch64-unknown-linux-gnu.tar.gz       ARM64 Linux                   checksum
                            ruff-i686-unknown-linux-gnu.tar.gz          x86 Linux                     checksum
                            ruff-powerpc64-unknown-linux-gnu.tar.gz     PPC64 Linux                   checksum
                            ruff-powerpc64le-unknown-linux-gnu.tar.gz   PPC64LE Linux                 checksum
                            ruff-riscv64gc-unknown-linux-gnu.tar.gz     RISCV Linux                   checksum
                            ruff-s390x-unknown-linux-gnu.tar.gz         S390x Linux                   checksum
                            ruff-x86_64-unknown-linux-gnu.tar.gz        x64 Linux                     checksum
                            ruff-armv7-unknown-linux-gnueabihf.tar.gz   ARMv7 Linux                   checksum
                            ruff-aarch64-unknown-linux-musl.tar.gz      ARM64 MUSL Linux              checksum
                            ruff-i686-unknown-linux-musl.tar.gz         x86 MUSL Linux                checksum
                            ruff-x86_64-unknown-linux-musl.tar.gz       x64 MUSL Linux                checksum
                            ruff-arm-unknown-linux-musleabihf.tar.gz    ARMv6 MUSL Linux (Hardfloat)  checksum
                            ruff-armv7-unknown-linux-musleabihf.tar.gz  ARMv7 MUSL Linux              checksum
                            

                            Verifying GitHub Artifact Attestations

                            The artifacts in this release have attestations generated with GitHub Artifact Attestations. These can be verified by using the GitHub CLI:

                              gh attestation verify <file-path of downloaded artifact> --repo astral-sh/ruff

                            You can also download the attestation from GitHub and verify against that directly:

                              gh attestation verify <file-path of downloaded artifact> --bundle <file-path of downloaded attestation>
                            Assets 43
                                    * dist-manifest.json
                                        sha256:0b47333a6d35e90ecc59b58d9db3780262edd492c2c9b16daddcb8a1bec833da
                                      38.8 KB 2026-08-07T13:31:49Z
                                    * ruff-aarch64-apple-darwin.tar.gz
                                        sha256:fbf6cbc23d254b0bc03a6fb2b1b04efb917fe5ce068d027e735ce7ed65b9bed6
                                      9.58 MB 2026-08-07T13:31:49Z
                                    * ruff-aarch64-apple-darwin.tar.gz.sha256
                                        sha256:9ecfc2e1a13bef5852e833f29223e8972d64a15cfaa133e022fc485fb1a9dcac
                                      99 Bytes 2026-08-07T13:31:49Z
                                    * ruff-aarch64-pc-windows-msvc.zip
                                        sha256:c709bbb65f5e9a730aa341842836f3c5fd619c305fd0ae8509846edca39e73b0
                                      9.95 MB 2026-08-07T13:31:49Z
                                    * ruff-aarch64-pc-windows-msvc.zip.sha256
                                        sha256:13750daff5041b9d7bc1ea707267a4e2ed9fd1ffcc9e9842fa3af1f8e57973bf
                                      99 Bytes 2026-08-07T13:31:49Z
                                    * ruff-aarch64-unknown-linux-gnu.tar.gz
                                        sha256:b2a2a2573455cc33af98f8a8fb49294c02d4e2e4a7f9e81844411f0a57f30318
                                      9.95 MB 2026-08-07T13:31:49Z
                                    * ruff-aarch64-unknown-linux-gnu.tar.gz.sha256
                                        sha256:f8508a7690b54747438ca86ba8304112863f2c0cd6167639e4ce227bd350547c
                                      104 Bytes 2026-08-07T13:31:50Z
                                    * ruff-aarch64-unknown-linux-musl.tar.gz
                                        sha256:7cc696f9d89cfeef02167301feedfc3017061fe45df3688b4f3589cde90a1139
                                      9.93 MB 2026-08-07T13:31:50Z
                                    * ruff-aarch64-unknown-linux-musl.tar.gz.sha256
                                        sha256:2d23df9ac844d1d7de8bdb51c0eefc529e038165830e50a61847a8e2ff678039
                                      105 Bytes 2026-08-07T13:31:50Z
                                    * ruff-arm-unknown-linux-musleabihf.tar.gz
                                        sha256:40a8e0a6ecd18f28ce70e21a3cff3b443751fefdae83a9e513f266719a90ef29
                                      9.9 MB 2026-08-07T13:31:50Z
                                    * Source code (zip)
                                      2026-08-07T13:12:50Z
                                    * Source code (tar.gz)
                                      2026-08-07T13:12:50Z
                                    * Release attestation (json)
                                      2026-08-07T13:12:50Z
                                    * Show all 43 assets Loading

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                                👍 8 henderson-01, aitmrza, uwu-420, ToyosatomiminoMiko, iAGorynT, alexted, hl2guide, and i0tool5 reacted with thumbs up emoji 😄 1 alexted reacted with laugh emoji 🎉 4 thinh9e, uwu-420, alexted, and i0tool5 reacted with hooray emoji ❤️ 3 uwu-420, alexted, and hl2guide reacted with heart emoji 🚀 5 SymphonySimper, uwu-420, alexted, dikesh, and i0tool5 reacted with rocket emoji 👀 1 alexted reacted with eyes emoji
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                                    * 😄 1 reaction
                                    * 🎉 4 reactions
                                    * ❤️ 3 reactions
                                    * 🚀 5 reactions
                                    * 👀 1 reaction
                                11 people reacted

                  0.16.1

                                0.16.1
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                                github-actions released this 30 Jul 19:37
                                Immutable release. Only release title and notes can be modified.
                                0.16.1
                                80790b3
                                        This commit was created on GitHub.com and signed with GitHub’s verified signature.
                                      GPG key ID: B5690EEEBB952194
                                        Verified
                                      Learn about vigilant mode.

                            Release Notes

                            Released on 2026-07-30.

                            Preview features

                              * Add an option to opt out of human-readable names (#27160)
                              * [flake8-pytest-style] Make fixes safe by default and unsafe only when comments are present (PT018) (#27201)
                              * [pyupgrade] Skip fix when a defaulted TypeVar precedes a non-defaulted one (UP040, UP046, UP047) (#27133)
                              * [ruff] Fix false positive with unpacked arguments (RUF065) (#26959)

                            Bug fixes

                              * Bump gen-lsp-types to gracefully handle unknown enumeration values in LSP messages (#27230)
                              * [flake8-bugbear] Mark range as immutable (B008) (#27247)
                              * [flake8-comprehensions] NFKC-normalize keyword names in C408 fix (#26813)
                              * [flake8-return] Fix false positive when variable is read in finally clause (RET504) (#25441)
                              * [pydocstyle] Skip section detection inside RST directive bodies (D214, D405, D413) (#23635)
                              * [refurb] Parenthesize yield arguments in the FURB192 fix (#27192)

                            Rule changes

                              * [flake8-pytest-style] Mark PT022 fixes as unsafe (#26440)
                              * [refurb] Mark fixes that remove unknown separators as unsafe (FURB105) (#27200)

                            Server

                              * Fix indexing of excluded nested Ruff workspaces (#27303)
                              * Lint TOML files in the LSP (#26862)

                            Documentation

                              * Cover pycon Markdown formatting (#27153)
                              * [flake8-bandit] Document TYPE_CHECKING exception (S101) (#27004)
                              * [flake8-import-conventions] Document that extend-aliases can override default aliases (#27191)
                              * [pylint] Add missing fix safety gotchas for non-augmented-assignment (PLR6104) (#27250)

                            Other changes

                              * Reduce syntax error noise by swallowing dedents like indents (#27170)
                              * Vendor latest annotate-snippets (#27033)

                            Contributors

                              * @bxff
                              * @anishgirianish
                              * @Avasam
                              * @epage
                              * @LHMQ878
                              * @MichaReiser
                              * @ntBre
                              * @HarshalPatel1972
                              * @mjpieters
                              * @joshuavetos
                              * @jesco-absolute
                              * @vidigoat
                              * @baltasarblanco
                              * @ribru17
                              * @oh-summy
                              * @Jayashanker-Padishala

                            Install ruff 0.16.1

                            Install prebuilt binaries via shell script

                              curl --proto  ' =https '  --tlsv1.2 -LsSf https://releases.astral.sh/github/ruff/releases/download/0.16.1/ruff-installer.sh | sh

                            Install prebuilt binaries via powershell script

                              powershell -ExecutionPolicy Bypass -c  " irm https://releases.astral.sh/github/ruff/releases/download/0.16.1/ruff-installer.ps1 | iex "

                            Download ruff 0.16.1

                              File                                        Platform                      Checksum
                              ruff-aarch64-apple-darwin.tar.gz            Apple Silicon macOS           checksum
                              ruff-x86_64-apple-darwin.tar.gz             Intel macOS                   checksum
                              ruff-aarch64-pc-windows-msvc.zip            ARM64 Windows                 checksum
                              ruff-i686-pc-windows-msvc.zip               x86 Windows                   checksum
                              ruff-x86_64-pc-windows-msvc.zip             x64 Windows                   checksum
                              ruff-aarch64-unknown-linux-gnu.tar.gz       ARM64 Linux                   checksum
                              ruff-i686-unknown-linux-gnu.tar.gz          x86 Linux                     checksum
                              ruff-powerpc64-unknown-linux-gnu.tar.gz     PPC64 Linux                   checksum
                              ruff-powerpc64le-unknown-linux-gnu.tar.gz   PPC64LE Linux                 checksum
                              ruff-riscv64gc-unknown-linux-gnu.tar.gz     RISCV Linux                   checksum
                              ruff-s390x-unknown-linux-gnu.tar.gz         S390x Linux                   checksum
                              ruff-x86_64-unknown-linux-gnu.tar.gz        x64 Linux                     checksum
                              ruff-armv7-unknown-linux-gnueabihf.tar.gz   ARMv7 Linux                   checksum
                              ruff-aarch64-unknown-linux-musl.tar.gz      ARM64 MUSL Linux              checksum
                              ruff-i686-unknown-linux-musl.tar.gz         x86 MUSL Linux                checksum
                              ruff-x86_64-unknown-linux-musl.tar.gz       x64 MUSL Linux                checksum
                              ruff-arm-unknown-linux-musleabihf.tar.gz    ARMv6 MUSL Linux (Hardfloat)  checksum
                              ruff-armv7-unknown-linux-musleabihf.tar.gz  ARMv7 MUSL Linux              checksum
                              

                              Verifying GitHub Artifact Attestations

                              The artifacts in this release have attestations generated with GitHub Artifact Attestations. These can be verified by using the GitHub CLI:

                                gh attestation verify <file-path of downloaded artifact> --repo astral-sh/ruff

                              You can also download the attestation from GitHub and verify against that directly:

                                gh attestation verify <file-path of downloaded artifact> --bundle <file-path of downloaded attestation>
                              Assets 43
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                                  👍 11 aitmrza, FlorianKroiss, uwu-420, iliqiliev, iAGorynT, binbjz, alexted, hl2guide, OttoAndrey, i0tool5, and FHU-yezi reacted with thumbs up emoji 😄 3 binbjz, alexted, and hl2guide reacted with laugh emoji 🎉 8 uwu-420, iliqiliev, thinh9e, binbjz, alexted, quarthex, EDM115, and i0tool5 reacted with hooray emoji ❤️ 8 uwu-420, iliqiliev, techgustavo, aiudirog, binbjz, alexted, hl2guide, and jonigl reacted with heart emoji 🚀 9 uwu-420, iliqiliev, binbjz, dikesh, alexted, jonigl, SymphonySimper, sbiquard, and i0tool5 reacted with rocket emoji 👀 2 alexted and hl2guide reacted with eyes emoji
                                    All reactions
                                      * 👍 11 reactions
                                      * 😄 3 reactions
                                      * 🎉 8 reactions
                                      * ❤️ 8 reactions
                                      * 🚀 9 reactions
                                      * 👀 2 reactions
                                  20 people reacted

                    0.16.0

                                  0.16.0
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                                  github-actions released this 23 Jul 19:12
                                  Immutable release. Only release title and notes can be modified.
                                  0.16.0
                                  a2635fd
                                          This commit was created on GitHub.com and signed with GitHub’s verified signature.
                                        GPG key ID: B5690EEEBB952194
                                          Verified
                                        Learn about vigilant mode.

                              Release Notes

                              Released on 2026-07-23.

                              Check out the blog post for a migration guide and overview of the changes!

                              Breaking changes

                                * Ruff now enables a much larger set of rules by default (413, up from 59). See the blog post for more details and the new Default Rules page for a full listing of the enabled rules. Note that this is primarily an expansion, but 18 of the more opinionated pycodestyle (E) and pyflakes (F) rules have been removed from the default set: E401, E402, E701, E702, E703, E711, E712, E713, E714, E721, E731, E741, E742, E743, F403, F405, F406, and F722.

                                * Ruff can now format Python code blocks in Markdown files and will do this by default. See the documentation for more details.

                                * Ruff now supports ruff: ignore comments at the ends of lines, like noqa comments, or on the line preceding a diagnostic. For example, these both suppress an unused-import (F401) diagnostic:

                                    import math  # ruff: ignore[F401]
                                    
                                    # ruff: ignore[F401]
                                    import os

                                * Fixes are now shown in check and format --check output:

                                    ❯ ruff format --check . 
                                    unformatted: File would be reformatted
                                     --> try.md:1:1
                                     |
                                    1 | ```python
                                     - import math
                                    2 + import math
                                    3 | ```
                                     |
                                    
                                    1 file would be reformatted

                                  This example also shows off the Markdown formatting.

                                * format --check now supports the same output formats as the linter, including the github and gitlab outputs for rendering annotations in CI:

                                    ❯ ruff format --check --output-format github . 
                                    ::error title=ruff (unformatted),file=try.md,line=2,col=8,endLine=2,endColumn=10::try.md:2:8: unformatted: File would be reformatted

                                  See the CLI help or documentation for the full list of supported formats.

                                * The filename, location, end_location, fix.edits[].location, and fix.edits[].end_location fields in the JSON output format may now be null rather than defaulting to the empty string and row 1, column 1, respectively.

                              Stabilization

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

                                * airflow3-incompatible-function-signature (AIR303)
                                * missing-copyright-notice (CPY001)
                                * unnecessary-from-float (FURB164)
                                * sorted-min-max (FURB192)
                                * implicit-string-concatenation-in-collection-literal (ISC004)
                                * log-exception-outside-except-handler (LOG004)
                                * invalid-bool-return-type (PLE0304)
                                * too-many-positional-arguments (PLR0917)
                                * stop-iteration-return (PLR1708)
                                * none-not-at-end-of-union (RUF036)
                                * access-annotations-from-class-dict (RUF063)
                                * duplicate-entry-in-dunder-all (RUF068)

                              The following behaviors have been stabilized:

                                * blind-except (BLE001) is now suppressed when the exception is logged via logging methods other than critical, error and exception.
                                * future-required-type-annotation (FA102) now checks for additional PEP 585-compatible APIs, such as those from collections.abc.
                                * f-string-in-get-text-func-call (INT001), format-in-get-text-func-call (INT002), and printf-in-get-text-func-call (INT003) now check for additional common ways of using the gettext module, such as assigning it to builtins._.
                                * suspicious-url-open-usage (S310) now resolves local string literal bindings to avoid more false positives.
                                * snmp-insecure-version (S508) and snmp-weak-cryptography (S509) now support the recommended API from newer versions of PySNMP.
                                * typing-text-str-alias (UP019) now recognizes typing_extensions.Text in addition to typing.Text.

                              Preview features

                                * [pyupgrade] Fix false positive with TypeVar default before Python 3.13 (UP040) (#26888)

                              Bug fixes

                                * [ruff] Fix missing check on unrecognized early bound (RUF016) (#26986)

                              Rule changes

                                * Insert a space after the colon in Ruff suppression comments (#27123)

                              Performance

                                * [pyupgrade] Speed up unnecessary-future-import (UP010) (#27047)

                              Documentation

                                * [ruff] Add missing period in "Why is this bad?" section (RUF200) (#26930)
                                * [flake8-simplify] Clarify os.environ behavior on Windows (SIM112) (#26972)
                                * [pydocstyle] Document fix safety (D400) (#26971)

                              Contributors

                                * @jonathandung
                                * @Joosboy
                                * @MichaReiser
                                * @Andrej730
                                * @ntBre
                                * @zaniebot

                              Install ruff 0.16.0

                              Install prebuilt binaries via shell script

                                curl --proto  ' =https '  --tlsv1.2 -LsSf https://releases.astral.sh/github/ruff/releases/download/0.16.0/ruff-installer.sh | sh

                              Install prebuilt binaries via powershell script

                                powershell -ExecutionPolicy Bypass -c  " irm https://releases.astral.sh/github/ruff/releases/download/0.16.0/ruff-installer.ps1 | iex "

                              Download ruff 0.16.0

                                File                                       Platform             Checksum
                                ruff-aarch64-apple-darwin.tar.gz           Apple Silicon macOS  checksum
                                ruff-x86_64-apple-darwin.tar.gz            Intel macOS          checksum
                                ruff-aarch64-pc-windows-msvc.zip           ARM64 Windows        checksum
                                ruff-i686-pc-windows-msvc.zip              x86 Windows          checksum
                                ruff-x86_64-pc-windows-msvc.zip            x64 Windows          checksum
                                ruff-aarch64-unknown-linux-gnu.tar.gz      ARM64 Linux          checksum
                                ruff-i686-unknown-linux-gnu.tar.gz         x86 Linux            checksum
                                ruff-powerpc64-unknown-linux-gnu.tar.gz    PPC64 Linux          checksum
                                ruff-powerpc64le-unknown-linux-gnu.tar.gz  PPC64LE Linux        checksum
                                ruff-riscv64gc-unknown-linux-gnu.tar.gz    RISCV Linux          checksum
                                [ruff-s390x-unknow...                                                   
                                
                              Read more
                                Assets 43
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                                        * 👍 17 reactions
                                        * 😄 3 reactions
                                        * 🎉 25 reactions
                                        * ❤️ 14 reactions
                                        * 🚀 16 reactions
                                        * 👀 4 reactions
                                    47 people reacted

                      0.15.22

                                    0.15.22
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                                    github-actions released this 16 Jul 15:15
                                    Immutable release. Only release title and notes can be modified.
                                    0.15.22
                                    0177a7e
                                            This commit was created on GitHub.com and signed with GitHub’s verified signature.
                                          GPG key ID: B5690EEEBB952194
                                            Verified
                                          Learn about vigilant mode.

                                Release Notes

                                Released on 2026-07-16.

                                Preview features

                                  * [pycodestyle] Add an autofix for E402 (#22212)
                                  * [refurb] Allow subclassing builtins in stub files (FURB189) (#26812)
                                  * [ruff] Add rule to replace noqa comments with ruff:ignore (RUF105) (#26423)
                                  * [ruff] Add rule to use human-readable names in ruff:ignore comments (RUF106) (#26682)
                                  * [ruff] Add rule to use human-readable names in configuration selectors (RUF201) (#26772)

                                Bug fixes

                                  * [flake8-pyi] Fix false positive in __all__ (PYI053) (#26872)

                                Rule changes

                                  * [pylint] Ignore mutable type updates in redefined-loop-name (PLW2901) (#25733)

                                Performance

                                  * Avoid redundant lexer token bookkeeping (#26765)
                                  * Avoid redundant pending-indentation writes (#26774)
                                  * Avoid unnecessary identifier lookahead (#26525)
                                  * Reuse parser scratch buffers (#26798)

                                Documentation

                                  * Document argfile support (#26803)
                                  * [flake8-datetimez] Clarify naming guidance for datetime.today (DTZ002) (#26658)
                                  * [pycodestyle] Document E731 fix safety (#26847)
                                  * [ruff] Clarify intentional async contexts for unused-async (RUF029) (#26641)

                                Contributors

                                  * @dwego
                                  * @MichaReiser
                                  * @Joosboy
                                  * @KaufmanDmitriy
                                  * @PeterJCLaw
                                  * @ntBre
                                  * @charliermarsh

                                Install ruff 0.15.22

                                Install prebuilt binaries via shell script

                                  curl --proto  ' =https '  --tlsv1.2 -LsSf https://releases.astral.sh/github/ruff/releases/download/0.15.22/ruff-installer.sh | sh

                                Install prebuilt binaries via powershell script

                                  powershell -ExecutionPolicy Bypass -c  " irm https://releases.astral.sh/github/ruff/releases/download/0.15.22/ruff-installer.ps1 | iex "

                                Download ruff 0.15.22

                                  File                                        Platform                      Checksum
                                  ruff-aarch64-apple-darwin.tar.gz            Apple Silicon macOS           checksum
                                  ruff-x86_64-apple-darwin.tar.gz             Intel macOS                   checksum
                                  ruff-aarch64-pc-windows-msvc.zip            ARM64 Windows                 checksum
                                  ruff-i686-pc-windows-msvc.zip               x86 Windows                   checksum
                                  ruff-x86_64-pc-windows-msvc.zip             x64 Windows                   checksum
                                  ruff-aarch64-unknown-linux-gnu.tar.gz       ARM64 Linux                   checksum
                                  ruff-i686-unknown-linux-gnu.tar.gz          x86 Linux                     checksum
                                  ruff-powerpc64-unknown-linux-gnu.tar.gz     PPC64 Linux                   checksum
                                  ruff-powerpc64le-unknown-linux-gnu.tar.gz   PPC64LE Linux                 checksum
                                  ruff-riscv64gc-unknown-linux-gnu.tar.gz     RISCV Linux                   checksum
                                  ruff-s390x-unknown-linux-gnu.tar.gz         S390x Linux                   checksum
                                  ruff-x86_64-unknown-linux-gnu.tar.gz        x64 Linux                     checksum
                                  ruff-armv7-unknown-linux-gnueabihf.tar.gz   ARMv7 Linux                   checksum
                                  ruff-aarch64-unknown-linux-musl.tar.gz      ARM64 MUSL Linux              checksum
                                  ruff-i686-unknown-linux-musl.tar.gz         x86 MUSL Linux                checksum
                                  ruff-x86_64-unknown-linux-musl.tar.gz       x64 MUSL Linux                checksum
                                  ruff-arm-unknown-linux-musleabihf.tar.gz    ARMv6 MUSL Linux (Hardfloat)  checksum
                                  ruff-armv7-unknown-linux-musleabihf.tar.gz  ARMv7 MUSL Linux              checksum
                                  

                                  Verifying GitHub Artifact Attestations

                                  The artifacts in this release have attestations generated with GitHub Artifact Attestations. These can be verified by using the GitHub CLI:

                                    gh attestation verify <file-path of downloaded artifact> --repo astral-sh/ruff

                                  You can also download the attestation from GitHub and verify against that directly:

                                    gh attestation verify <file-path of downloaded artifact> --bundle <file-path of downloaded attestation>
                                  Assets 43
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                                      👍 16 FHU-yezi, goldensam777, alexted, i0tool5, uwu-420, dwego, iAGorynT, hl2guide, iliqiliev, wanderingeek, and 6 more reacted with thumbs up emoji 😄 5 alexted, hl2guide, iliqiliev, wanderingeek, and binbjz reacted with laugh emoji 🎉 11 quarthex, goldensam777, alexted, i0tool5, uwu-420, dwego, thinh9e, iliqiliev, wanderingeek, binbjz, and EDM115 reacted with hooray emoji ❤️ 5 alexted, uwu-420, iliqiliev, wanderingeek, and binbjz reacted with heart emoji 🚀 10 alexted, i0tool5, uwu-420, hl2guide, dikesh, iliqiliev, SymphonySimper, wanderingeek, boolka, and binbjz reacted with rocket emoji 👀 4 alexted, iliqiliev, wanderingeek, and binbjz reacted with eyes emoji
                                        All reactions
                                          * 👍 16 reactions
                                          * 😄 5 reactions
                                          * 🎉 11 reactions
                                          * ❤️ 5 reactions
                                          * 🚀 10 reactions
                                          * 👀 4 reactions
                                      22 people reacted

                        0.15.21

                                      0.15.21
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                                      github-actions released this 09 Jul 20:02
                                      Immutable release. Only release title and notes can be modified.
                                      0.15.21
                                      3e1f636
                                              This commit was created on GitHub.com and signed with GitHub’s verified signature.
                                            GPG key ID: B5690EEEBB952194
                                              Verified
                                            Learn about vigilant mode.

                                  Release Notes

                                  Released on 2026-07-09.

                                  Preview features

                                    * Add --add-ignore for adding ruff:ignore comments (#26346)
                                    * [flake8-comprehensions] Drop C409 tuple comprehension preview behavior (#25707)
                                    * Avoid whitespace normalization when formatting comments (#26455)
                                    * [pyupgrade] Lint and fix use of deprecated abc decorators (UP051) (#26417)

                                  Bug fixes

                                    * Refine non-empty f-string detection (#26526)
                                    * Detect syntax errors in individual notebook cells (#26419)
                                    * [flake8-implicit-str-concat] Fix ISC003 autofix incorrectly stripping + from comments (#26554)

                                  Rule changes

                                    * [flake8-executable] Mark EXE004 fix as unsafe (#26033)
                                    * [flake8-pyi] Mark PYI061 fixes as unsafe in Python files (#26533)
                                    * [pydocstyle] Skip overload-with-docstring in stub files (D418) (#26318)

                                  Performance

                                    * Avoid per-token source index visitor calls (#26506)
                                    * Cache parenthesized expression boundaries in the formatter (#26344)
                                    * Improve performance of rendering edits in preview mode (#26565)
                                    * Inline fits_element in formatter (#26429)
                                    * Inline formatter printing hot paths (#26504)
                                    * Lazily create builtin bindings (#26510)
                                    * Skip empty trivia scans in the source indexer (#26507)
                                    * Use ICF for macOS release builds (#25780)

                                  Formatter

                                    * Add --extend-exclude to ruff format (#26372)

                                  Documentation

                                    * Add "How does Ruff's import sorting compare to isort?" link to README (#26530)
                                    * Fix Mozilla Firefox repository link in README (#26537)
                                    * [flake8-bandit] Fix misleading docstring for mako-templates (S702) (#26432)
                                    * [ruff] Fix non-triggering example for if-key-in-dict-del (RUF051) (#26433)

                                  Contributors

                                    * @EkriirkE
                                    * @tingerrr
                                    * @s-rigaud
                                    * @nikolauspschuetz
                                    * @Avasam
                                    * @ntBre
                                    * @omar-y-abdi
                                    * @AlexWaygood
                                    * @sylvestre
                                    * @shaanmajid
                                    * @lerebear
                                    * @baltasarblanco
                                    * @Sanjays2402
                                    * @ZedThree
                                    * @servusdei2018
                                    * @charliermarsh
                                    * @jesco-absolute
                                    * @velikodniy
                                    * @zaniebot
                                    * @epage

                                  Install ruff 0.15.21

                                  Install prebuilt binaries via shell script

                                    curl --proto  ' =https '  --tlsv1.2 -LsSf https://releases.astral.sh/github/ruff/releases/download/0.15.21/ruff-installer.sh | sh

                                  Install prebuilt binaries via powershell script

                                    powershell -ExecutionPolicy Bypass -c  " irm https://releases.astral.sh/github/ruff/releases/download/0.15.21/ruff-installer.ps1 | iex "

                                  Download ruff 0.15.21

                                    File                                        Platform                      Checksum
                                    ruff-aarch64-apple-darwin.tar.gz            Apple Silicon macOS           checksum
                                    ruff-x86_64-apple-darwin.tar.gz             Intel macOS                   checksum
                                    ruff-aarch64-pc-windows-msvc.zip            ARM64 Windows                 checksum
                                    ruff-i686-pc-windows-msvc.zip               x86 Windows                   checksum
                                    ruff-x86_64-pc-windows-msvc.zip             x64 Windows                   checksum
                                    ruff-aarch64-unknown-linux-gnu.tar.gz       ARM64 Linux                   checksum
                                    ruff-i686-unknown-linux-gnu.tar.gz          x86 Linux                     checksum
                                    ruff-powerpc64-unknown-linux-gnu.tar.gz     PPC64 Linux                   checksum
                                    ruff-powerpc64le-unknown-linux-gnu.tar.gz   PPC64LE Linux                 checksum
                                    ruff-riscv64gc-unknown-linux-gnu.tar.gz     RISCV Linux                   checksum
                                    ruff-s390x-unknown-linux-gnu.tar.gz         S390x Linux                   checksum
                                    ruff-x86_64-unknown-linux-gnu.tar.gz        x64 Linux                     checksum
                                    ruff-armv7-unknown-linux-gnueabihf.tar.gz   ARMv7 Linux                   checksum
                                    ruff-aarch64-unknown-linux-musl.tar.gz      ARM64 MUSL Linux              checksum
                                    ruff-i686-unknown-linux-musl.tar.gz         x86 MUSL Linux                checksum
                                    ruff-x86_64-unknown-linux-musl.tar.gz       x64 MUSL Linux                checksum
                                    ruff-arm-unknown-linux-musleabihf.tar.gz    ARMv6 MUSL Linux (Hardfloat)  checksum
                                    ruff-armv7-unknown-linux-musleabihf.tar.gz  ARMv7 MUSL Linux              checksum
                                    

                                    Verifying GitHub Artifact Attestations

                                    The artifacts in this release have attestations generated with GitHub Artifact Attestations. These can be verified by using the GitHub CLI:

                                      gh attestation verify <file-path of downloaded artifact> --repo astral-sh/ruff

                                    You can also download the attestation from GitHub and verify against that directly:

                                      gh attestation verify <file-path of downloaded artifact> --bundle <file-path of downloaded attestation>
                                    Assets 43
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                                        👍 11 alexted, aitmrza, uwu-420, Avasam, lengau, iAGorynT, wanderingeek, i0tool5, gorsing, binbjz, and uyriq reacted with thumbs up emoji 😄 3 alexted, binbjz, and lengau reacted with laugh emoji 🎉 9 memignone, thinh9e, iliqiliev, hl2guide, alexted, uwu-420, i0tool5, binbjz, and EDM115 reacted with hooray emoji ❤️ 5 alexted, uwu-420, lengau, hl2guide, and binbjz reacted with heart emoji 🚀 10 SymphonySimper, iAGorynT, dikesh, hl2guide, alexted, uwu-420, lengau, i0tool5, gorsing, and binbjz reacted with rocket emoji 👀 3 alexted, lengau, and binbjz reacted with eyes emoji
                                          All reactions
                                            * 👍 11 reactions
                                            * 😄 3 reactions
                                            * 🎉 9 reactions
                                            * ❤️ 5 reactions
                                            * 🚀 10 reactions
                                            * 👀 3 reactions
                                        18 people reacted

                          0.15.20

                                        0.15.20
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                                        github-actions released this 25 Jun 17:21
                                        Immutable release. Only release title and notes can be modified.
                                        0.15.20
                                        f82a36b
                                                This commit was created on GitHub.com and signed with GitHub’s verified signature.
                                              GPG key ID: B5690EEEBB952194
                                                Verified
                                              Learn about vigilant mode.

                                    Release Notes

                                    Released on 2026-06-25.

                                    Preview features

                                      * Allow human-readable names in rule selectors (#25887)
                                      * Emit a warning instead of an error for unknown rule selectors (#26113)
                                      * Match noqa shebang handling in ruff:ignore comments (#26286)
                                      * [ruff] Remove pytest-fixture-autouse (RUF076) (#26240, #26371)

                                    Documentation

                                      * Add versioning sections to custom crate READMEs (#26317)
                                      * Update ruff_python_parser README for crates.io (#26315)
                                      * [perflint] Clarify that PERF402 applies to any iterable (#26242)

                                    Contributors

                                      * @dhruvmanila
                                      * @MichaReiser
                                      * @ntBre
                                      * @trilamsr

                                    Install ruff 0.15.20

                                    Install prebuilt binaries via shell script

                                      curl --proto  ' =https '  --tlsv1.2 -LsSf https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-installer.sh | sh

                                    Install prebuilt binaries via powershell script

                                      powershell -ExecutionPolicy Bypass -c  " irm https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-installer.ps1 | iex "

                                    Download ruff 0.15.20

                                      File                                        Platform                      Checksum
                                      ruff-aarch64-apple-darwin.tar.gz            Apple Silicon macOS           checksum
                                      ruff-x86_64-apple-darwin.tar.gz             Intel macOS                   checksum
                                      ruff-aarch64-pc-windows-msvc.zip            ARM64 Windows                 checksum
                                      ruff-i686-pc-windows-msvc.zip               x86 Windows                   checksum
                                      ruff-x86_64-pc-windows-msvc.zip             x64 Windows                   checksum
                                      ruff-aarch64-unknown-linux-gnu.tar.gz       ARM64 Linux                   checksum
                                      ruff-i686-unknown-linux-gnu.tar.gz          x86 Linux                     checksum
                                      ruff-powerpc64-unknown-linux-gnu.tar.gz     PPC64 Linux                   checksum
                                      ruff-powerpc64le-unknown-linux-gnu.tar.gz   PPC64LE Linux                 checksum
                                      ruff-riscv64gc-unknown-linux-gnu.tar.gz     RISCV Linux                   checksum
                                      ruff-s390x-unknown-linux-gnu.tar.gz         S390x Linux                   checksum
                                      ruff-x86_64-unknown-linux-gnu.tar.gz        x64 Linux                     checksum
                                      ruff-armv7-unknown-linux-gnueabihf.tar.gz   ARMv7 Linux                   checksum
                                      ruff-aarch64-unknown-linux-musl.tar.gz      ARM64 MUSL Linux              checksum
                                      ruff-i686-unknown-linux-musl.tar.gz         x86 MUSL Linux                checksum
                                      ruff-x86_64-unknown-linux-musl.tar.gz       x64 MUSL Linux                checksum
                                      ruff-arm-unknown-linux-musleabihf.tar.gz    ARMv6 MUSL Linux (Hardfloat)  checksum
                                      ruff-armv7-unknown-linux-musleabihf.tar.gz  ARMv7 MUSL Linux              checksum
                                      

                                      Verifying GitHub Artifact Attestations

                                      The artifacts in this release have attestations generated with GitHub Artifact Attestations. These can be verified by using the GitHub CLI:

                                        gh attestation verify <file-path of downloaded artifact> --repo astral-sh/ruff

                                      You can also download the attestation from GitHub and verify against that directly:

                                        gh attestation verify <file-path of downloaded artifact> --bundle <file-path of downloaded attestation>
                                      Assets 43
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                                          👍 13 uwu-420, alexted, iAGorynT, JamBalaya56562, beskep, astrawan, stevleibelt, i0tool5, iliqiliev, aitmrza, and 3 more reacted with thumbs up emoji 😄 2 alexted and binbjz reacted with laugh emoji 🎉 7 uwu-420, alexted, i0tool5, thinh9e, binbjz, EDM115, and lengau reacted with hooray emoji ❤️ 6 edgarrmondragon, uwu-420, alexted, Sayemahamed, binbjz, and lengau reacted with heart emoji 🚀 8 pheus, uwu-420, alexted, dikesh, i0tool5, SymphonySimper, binbjz, and lengau reacted with rocket emoji 👀 3 alexted, binbjz, and jiku0730 reacted with eyes emoji
                                            All reactions
                                              * 👍 13 reactions
                                              * 😄 2 reactions
                                              * 🎉 7 reactions
                                              * ❤️ 6 reactions
                                              * 🚀 8 reactions
                                              * 👀 3 reactions
                                          20 people reacted

                            0.15.19

                                          0.15.19
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                                          github-actions released this 24 Jun 01:11
                                          Immutable release. Only release title and notes can be modified.
                                          0.15.19
                                          7f04365
                                                  This commit was created on GitHub.com and signed with GitHub’s verified signature.
                                                GPG key ID: B5690EEEBB952194
                                                  Verified
                                                Learn about vigilant mode.

                                      Release Notes

                                      Released on 2026-06-23.

                                      Preview features

                                        * Support human-readable names when hovering suppression comments and in code actions (#26114)

                                      Bug fixes

                                        * Fall back to default settings when editor-only settings are invalid (#26244)
                                        * Fix panic when inserting text at a notebook cell boundary (#26111)

                                      Rule changes

                                        * [pylint] Update fix suggestions for __floor__, __trunc__, __length_hint__, and __matmul__ variants (PLC2801) (#26239)

                                      Performance

                                        * Avoid allocating when parsing single string literals (#26200)
                                        * Avoid reallocating singleton call arguments (#26223)
                                        * Lazily create source files for lint diagnostics (#26226)
                                        * Optimize formatter text width and indentation (#26236)
                                        * Reserve capacity for builtin bindings (#26229)
                                        * Skip repeated-key checks for singleton dictionaries (#26228)
                                        * Use ArrayVec for qualified name segments (#26224)

                                      Documentation

                                        * [flake8-pyi] Note that PYI051 is an opinionated stylistic rule (#26179)
                                        * [pyupgrade] Clarify UP029 as a Python 2 compatibility rule (#26243)

                                      Other changes

                                        * Publish Ruff crates to crates.io (#26271)

                                      Contributors

                                        * @MakenRosa
                                        * @MichaReiser
                                        * @trilamsr
                                        * @ntBre
                                        * @sanjibani
                                        * @charliermarsh

                                      Install ruff 0.15.19

                                      Install prebuilt binaries via shell script

                                        curl --proto  ' =https '  --tlsv1.2 -LsSf https://releases.astral.sh/github/ruff/releases/download/0.15.19/ruff-installer.sh | sh

                                      Install prebuilt binaries via powershell script

                                        powershell -ExecutionPolicy Bypass -c  " irm https://releases.astral.sh/github/ruff/releases/download/0.15.19/ruff-installer.ps1 | iex "

                                      Download ruff 0.15.19

                                        File                                        Platform                      Checksum
                                        ruff-aarch64-apple-darwin.tar.gz            Apple Silicon macOS           checksum
                                        ruff-x86_64-apple-darwin.tar.gz             Intel macOS                   checksum
                                        ruff-aarch64-pc-windows-msvc.zip            ARM64 Windows                 checksum
                                        ruff-i686-pc-windows-msvc.zip               x86 Windows                   checksum
                                        ruff-x86_64-pc-windows-msvc.zip             x64 Windows                   checksum
                                        ruff-aarch64-unknown-linux-gnu.tar.gz       ARM64 Linux                   checksum
                                        ruff-i686-unknown-linux-gnu.tar.gz          x86 Linux                     checksum
                                        ruff-powerpc64-unknown-linux-gnu.tar.gz     PPC64 Linux                   checksum
                                        ruff-powerpc64le-unknown-linux-gnu.tar.gz   PPC64LE Linux                 checksum
                                        ruff-riscv64gc-unknown-linux-gnu.tar.gz     RISCV Linux                   checksum
                                        ruff-s390x-unknown-linux-gnu.tar.gz         S390x Linux                   checksum
                                        ruff-x86_64-unknown-linux-gnu.tar.gz        x64 Linux                     checksum
                                        ruff-armv7-unknown-linux-gnueabihf.tar.gz   ARMv7 Linux                   checksum
                                        ruff-aarch64-unknown-linux-musl.tar.gz      ARM64 MUSL Linux              checksum
                                        ruff-i686-unknown-linux-musl.tar.gz         x86 MUSL Linux                checksum
                                        ruff-x86_64-unknown-linux-musl.tar.gz       x64 MUSL Linux                checksum
                                        ruff-arm-unknown-linux-musleabihf.tar.gz    ARMv6 MUSL Linux (Hardfloat)  checksum
                                        ruff-armv7-unknown-linux-musleabihf.tar.gz  ARMv7 MUSL Linux              checksum
                                        

                                        Verifying GitHub Artifact Attestations

                                        The artifacts in this release have attestations generated with GitHub Artifact Attestations. These can be verified by using the GitHub CLI:

                                          gh attestation verify <file-path of downloaded artifact> --repo astral-sh/ruff

                                        You can also download the attestation from GitHub and verify against that directly:

                                          gh attestation verify <file-path of downloaded artifact> --bundle <file-path of downloaded attestation>
                                        Assets 43
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                                            👍 2 FHU-yezi and binbjz reacted with thumbs up emoji 🎉 1 EDM115 reacted with hooray emoji ❤️ 3 shinGangan, FHU-yezi, and binbjz reacted with heart emoji 👀 2 shinGangan and binbjz reacted with eyes emoji
                                              All reactions
                                                * 👍 2 reactions
                                                * 🎉 1 reaction
                                                * ❤️ 3 reactions
                                                * 👀 2 reactions
                                            4 people reacted

                              0.15.18

                                            0.15.18
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                                            github-actions released this 18 Jun 18:26
                                            Immutable release. Only release title and notes can be modified.
                                            0.15.18
                                            6686f63
                                                    This commit was created on GitHub.com and signed with GitHub’s verified signature.
                                                  GPG key ID: B5690EEEBB952194
                                                    Verified
                                                  Learn about vigilant mode.

                                        Release Notes

                                        Released on 2026-06-18.

                                        Preview features

                                          * Handle nested ruff:ignore comments (#25791)
                                          * Stop displaying severity in output (#26050)
                                          * Use human-readable names in CLI output (#25937)
                                          * Use human-readable names in LSP and playground diagnostics (#26058)
                                          * [pydocstyle] Prevent property docstrings starting with verbs (D421) (#23775)
                                          * [flake8-pyi] Extend PYI033 to Python files (#26129)

                                        Bug fixes

                                          * Detect equivalent numeric mapping keys (#26009)
                                          * Detect mapping keys equivalent to booleans (#25982)
                                          * Detect repeated signed and complex dictionary keys (#26007)

                                        Rule changes

                                          * [flake8-pyi] Rename PYI033 to legacy-type-comment (#26131)

                                        Performance

                                          * Use ThinVec for call keywords (#25999)
                                          * Inline parser recovery context checks (#26038)
                                          * Match parser keywords as bytes (#26037)
                                          * Move value parsing out of lexing (#25360)

                                        Server

                                          * Render subdiagnostics and secondary annotations as related information (#26011)

                                        Documentation

                                          * Update fix availability for always-fixable rules (#26091)
                                          * [flake8-tidy-imports] Add fix safety section (TID252) (#17491)

                                        Parser

                                          * Reject __debug__ lambda parameters (#26022)
                                          * Reject _ as a match-pattern target (#25977)
                                          * Reject multiple starred names in sequence patterns (#25976)
                                          * Reject parenthesized star imports (#26021)
                                          * Reject starred comprehension targets (#26023)
                                          * Reject unparenthesized generator expressions in class bases (#25978)
                                          * Reject yield expressions after commas (#26024)
                                          * Validate function type parameter default order (#25981)

                                        Playground

                                          * Make diagnostic links clickable (#26104)
                                          * Use diagnostic tags (#26105)

                                        Contributors

                                          * @AlexWaygood
                                          * @ntBre
                                          * @gtkacz
                                          * @MichaReiser
                                          * @charliermarsh
                                          * @Kalmaegi

                                        Install ruff 0.15.18

                                        Install prebuilt binaries via shell script

                                          curl --proto  ' =https '  --tlsv1.2 -LsSf https://releases.astral.sh/github/ruff/releases/download/0.15.18/ruff-installer.sh | sh

                                        Install prebuilt binaries via powershell script

                                          powershell -ExecutionPolicy Bypass -c  " irm https://releases.astral.sh/github/ruff/releases/download/0.15.18/ruff-installer.ps1 | iex "

                                        Download ruff 0.15.18

                                          File                                        Platform                      Checksum
                                          ruff-aarch64-apple-darwin.tar.gz            Apple Silicon macOS           checksum
                                          ruff-x86_64-apple-darwin.tar.gz             Intel macOS                   checksum
                                          ruff-aarch64-pc-windows-msvc.zip            ARM64 Windows                 checksum
                                          ruff-i686-pc-windows-msvc.zip               x86 Windows                   checksum
                                          ruff-x86_64-pc-windows-msvc.zip             x64 Windows                   checksum
                                          ruff-aarch64-unknown-linux-gnu.tar.gz       ARM64 Linux                   checksum
                                          ruff-i686-unknown-linux-gnu.tar.gz          x86 Linux                     checksum
                                          ruff-powerpc64-unknown-linux-gnu.tar.gz     PPC64 Linux                   checksum
                                          ruff-powerpc64le-unknown-linux-gnu.tar.gz   PPC64LE Linux                 checksum
                                          ruff-riscv64gc-unknown-linux-gnu.tar.gz     RISCV Linux                   checksum
                                          ruff-s390x-unknown-linux-gnu.tar.gz         S390x Linux                   checksum
                                          ruff-x86_64-unknown-linux-gnu.tar.gz        x64 Linux                     checksum
                                          ruff-armv7-unknown-linux-gnueabihf.tar.gz   ARMv7 Linux                   checksum
                                          ruff-aarch64-unknown-linux-musl.tar.gz      ARM64 MUSL Linux              checksum
                                          ruff-i686-unknown-linux-musl.tar.gz         x86 MUSL Linux                checksum
                                          ruff-x86_64-unknown-linux-musl.tar.gz       x64 MUSL Linux                checksum
                                          ruff-arm-unknown-linux-musleabihf.tar.gz    ARMv6 MUSL Linux (Hardfloat)  checksum
                                          ruff-armv7-unknown-linux-musleabihf.tar.gz  ARMv7 MUSL Linux              checksum
                                          

                                          Verifying GitHub Artifact Attestations

                                          The artifacts in this release have attestations generated with GitHub Artifact Attestations. These can be verified by using the GitHub CLI:

                                            gh attestation verify <file-path of downloaded artifact> --repo astral-sh/ruff

                                          You can also download the attestation from GitHub and verify against that directly:

                                            gh attestation verify <file-path of downloaded artifact> --bundle <file-path of downloaded attestation>
                                          Assets 43
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                                              👍 3 FHU-yezi, stevleibelt, and binbjz reacted with thumbs up emoji 🎉 2 EDM115 and binbjz reacted with hooray emoji 🚀 4 AjayKMehta, illvart, zeevro, and binbjz reacted with rocket emoji
                                                All reactions
                                                  * 👍 3 reactions
                                                  * 🎉 2 reactions
                                                  * 🚀 4 reactions
                                              7 people reacted

                                0.15.17

                                              0.15.17
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                                              github-actions released this 11 Jun 17:57
                                              Immutable release. Only release title and notes can be modified.
                                              0.15.17
                                              7c645a9
                                                      This commit was created on GitHub.com and signed with GitHub’s verified signature.
                                                    GPG key ID: B5690EEEBB952194
                                                      Verified
                                                    Learn about vigilant mode.

                                          Release Notes

                                          Released on 2026-06-11.

                                          Preview features

                                            * Allow human-readable names in suppression comments (#25614)
                                            * Fix handling of ignore comments within a disable/enable pair (#25845)
                                            * Prioritize human-readable names in CLI output (#25869)
                                            * Respect diagnostic start and parent ranges and trailing comments in ruff:ignore suppressions (#25673)
                                            * [flake8-async] Add trio.as_safe_channel to safe decorators (ASYNC119) (#25775)
                                            * [flake8-pytest-style] Also check pytest_asyncio fixtures (#25375)
                                            * [ruff] Ban pytest autouse fixtures (RUF076) (#25477)
                                            * [pyupgrade] Add from __future__ import annotations automatically (UP007, UP045) (#23259)

                                          Bug fixes

                                            * Fix diagnostic when ruff:enable or ruff:disable appears where ruff:ignore is expected (#25700)
                                            * [pyupgrade] Preserve leading empty literals to avoid syntax errors (UP032) (#25491)

                                          Rule changes

                                            * [flake8-pytest-style] Clarify diagnostic message for single parameters (PT007) (#25592)
                                            * [numpy] Drop autofix for np.in1d (NPY201) (#25612)
                                            * [pylint] Exempt Python version comparisons (PLR2004) (#25743)

                                          Performance

                                            * Reserve AST Vecs with correct capacity for common cases (#25451)

                                          Formatter

                                            * Preserve whitespace for Quarto cell option comments (#25641)

                                          CLI

                                            * Allow rule names in ruff rule (#25640)

                                          Other changes

                                            * Fix playground diagnostics scrollbars (#25642)

                                          Contributors

                                            * @SuryanshSS1011
                                            * @anishgirianish
                                            * @romero-deshaw
                                            * @karlhillx
                                            * @carljm
                                            * @ntBre
                                            * @11happy
                                            * @Kilo59
                                            * @oconnor663
                                            * @LeonidasZhak
                                            * @DavisVaughan
                                            * @MeGaGiGaGon
                                            * @jonathandung
                                            * @MichaReiser
                                            * @brianmego

                                          Install ruff 0.15.17

                                          Install prebuilt binaries via shell script

                                            curl --proto  ' =https '  --tlsv1.2 -LsSf https://releases.astral.sh/github/ruff/releases/download/0.15.17/ruff-installer.sh | sh

                                          Install prebuilt binaries via powershell script

                                            powershell -ExecutionPolicy Bypass -c  " irm https://releases.astral.sh/github/ruff/releases/download/0.15.17/ruff-installer.ps1 | iex "

                                          Download ruff 0.15.17

                                            File                                        Platform                      Checksum
                                            ruff-aarch64-apple-darwin.tar.gz            Apple Silicon macOS           checksum
                                            ruff-x86_64-apple-darwin.tar.gz             Intel macOS                   checksum
                                            ruff-aarch64-pc-windows-msvc.zip            ARM64 Windows                 checksum
                                            ruff-i686-pc-windows-msvc.zip               x86 Windows                   checksum
                                            ruff-x86_64-pc-windows-msvc.zip             x64 Windows                   checksum
                                            ruff-aarch64-unknown-linux-gnu.tar.gz       ARM64 Linux                   checksum
                                            ruff-i686-unknown-linux-gnu.tar.gz          x86 Linux                     checksum
                                            ruff-powerpc64-unknown-linux-gnu.tar.gz     PPC64 Linux                   checksum
                                            ruff-powerpc64le-unknown-linux-gnu.tar.gz   PPC64LE Linux                 checksum
                                            ruff-riscv64gc-unknown-linux-gnu.tar.gz     RISCV Linux                   checksum
                                            ruff-s390x-unknown-linux-gnu.tar.gz         S390x Linux                   checksum
                                            ruff-x86_64-unknown-linux-gnu.tar.gz        x64 Linux                     checksum
                                            ruff-armv7-unknown-linux-gnueabihf.tar.gz   ARMv7 Linux                   checksum
                                            ruff-aarch64-unknown-linux-musl.tar.gz      ARM64 MUSL Linux              checksum
                                            ruff-i686-unknown-linux-musl.tar.gz         x86 MUSL Linux                checksum
                                            ruff-x86_64-unknown-linux-musl.tar.gz       x64 MUSL Linux                checksum
                                            ruff-arm-unknown-linux-musleabihf.tar.gz    ARMv6 MUSL Linux (Hardfloat)  checksum
                                            ruff-armv7-unknown-linux-musleabihf.tar.gz  ARMv7 MUSL Linux              checksum
                                            

                                            Verifying GitHub Artifact Attestations

                                            The artifacts in this release have attestations generated with GitHub Artifact Attestations. These can be verified by using the GitHub CLI:

                                              gh attestation verify <file-path of downloaded artifact> --repo astral-sh/ruff

                                            You can also download the attestation from GitHub and verify against that directly:

                                              gh attestation verify <file-path of downloaded artifact> --bundle <file-path of downloaded attestation>
                                            Assets 43
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                                                👍 12 uwu-420, alexted, iAGorynT, astrawan, FHU-yezi, iliqiliev, edgarrmondragon, binbjz, wanderingeek, OttoAndrey, and 2 more reacted with thumbs up emoji 😄 4 alexted, binbjz, wanderingeek, and lengau reacted with laugh emoji 🎉 11 uwu-420, alexted, Kilo59, beskep, thinh9e, iliqiliev, EDM115, binbjz, wanderingeek, i0tool5, and lengau reacted with hooray emoji ❤️ 6 uwu-420, alexted, binbjz, wanderingeek, pheus, and lengau reacted with heart emoji 🚀 10 uwu-420, alexted, SymphonySimper, dikesh, iliqiliev, binbjz, wanderingeek, pheus, i0tool5, and lengau reacted with rocket emoji 👀 3 alexted, binbjz, and wanderingeek reacted with eyes emoji
                                                  All reactions
                                                    * 👍 12 reactions
                                                    * 😄 4 reactions
                                                    * 🎉 11 reactions
                                                    * ❤️ 6 reactions
                                                    * 🚀 10 reactions
                                                    * 👀 3 reactions
                                                19 people reacted

                                  0.15.16

                                                0.15.16
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                                                github-actions released this 04 Jun 16:34
                                                Immutable release. Only release title and notes can be modified.
                                                0.15.16
                                                6c498ab
                                                        This commit was created on GitHub.com and signed with GitHub’s verified signature.
                                                      GPG key ID: B5690EEEBB952194
                                                        Verified
                                                      Learn about vigilant mode.

                                            Release Notes

                                            Released on 2026-06-04.

                                            Preview features

                                              * [flake8-async] Implement yield-in-context-manager-in-async-generator (ASYNC119) (#24644)
                                              * [pylint] Narrow diagnostic range and exclude cases without exception handlers (PLW0717) (#25440)
                                              * [ruff] Treat yield before break from a terminal loop as terminal (RUF075) (#25447)

                                            Bug fixes

                                              * [eradicate] Avoid flagging ruff:ignore comments as code (ERA001) (#25537)
                                              * [eradicate] Fix ERA001/RUF100 conflict when noqa is on commented-out code (#25414)
                                              * [pyflakes] Avoid removing the format call when it would change behavior (F523) (#25320)
                                              * [pylint] Avoid syntax errors in invalid character replacements in f-strings before Python 3.12 (PLE2510, PLE2512, PLE2513, PLE2514, PLE2515) (#25544)
                                              * [pyupgrade] Avoid converting format calls with more kinds of side effects (UP032) (#25484)

                                            Rule changes

                                              * [flake8-pytest-style] Avoid fixes for ambiguous argnames and argvalues combinations (PT006) (#24776)

                                            Performance

                                              * Drop excess capacity from statement suites during parsing (#25368)

                                            Documentation

                                              * [pydocstyle] Improve discoverability of rules enabled for each convention (#24973)
                                              * [ruff] Restore example code for Python versions before 3.15 (RUF017) (#25439)
                                              * Fix typo bin/active → bin/activate in tutorial (#25473)

                                            Other changes

                                              * Shrink additional parser AST collections (#25465)

                                            Contributors

                                              * @Redslayer112
                                              * @koriyoshi2041
                                              * @George-Ogden
                                              * @TejasAmle
                                              * @anishgirianish
                                              * @ntBre
                                              * @MichaReiser
                                              * @loganrosen
                                              * @RafaelJohn9
                                              * @adityasingh2400

                                            Install ruff 0.15.16

                                            Install prebuilt binaries via shell script

                                              curl --proto  ' =https '  --tlsv1.2 -LsSf https://releases.astral.sh/github/ruff/releases/download/0.15.16/ruff-installer.sh | sh

                                            Install prebuilt binaries via powershell script

                                              powershell -ExecutionPolicy Bypass -c  " irm https://releases.astral.sh/github/ruff/releases/download/0.15.16/ruff-installer.ps1 | iex "

                                            Download ruff 0.15.16

                                              File                                        Platform                      Checksum
                                              ruff-aarch64-apple-darwin.tar.gz            Apple Silicon macOS           checksum
                                              ruff-x86_64-apple-darwin.tar.gz             Intel macOS                   checksum
                                              ruff-aarch64-pc-windows-msvc.zip            ARM64 Windows                 checksum
                                              ruff-i686-pc-windows-msvc.zip               x86 Windows                   checksum
                                              ruff-x86_64-pc-windows-msvc.zip             x64 Windows                   checksum
                                              ruff-aarch64-unknown-linux-gnu.tar.gz       ARM64 Linux                   checksum
                                              ruff-i686-unknown-linux-gnu.tar.gz          x86 Linux                     checksum
                                              ruff-powerpc64-unknown-linux-gnu.tar.gz     PPC64 Linux                   checksum
                                              ruff-powerpc64le-unknown-linux-gnu.tar.gz   PPC64LE Linux                 checksum
                                              ruff-riscv64gc-unknown-linux-gnu.tar.gz     RISCV Linux                   checksum
                                              ruff-s390x-unknown-linux-gnu.tar.gz         S390x Linux                   checksum
                                              ruff-x86_64-unknown-linux-gnu.tar.gz        x64 Linux                     checksum
                                              ruff-armv7-unknown-linux-gnueabihf.tar.gz   ARMv7 Linux                   checksum
                                              ruff-aarch64-unknown-linux-musl.tar.gz      ARM64 MUSL Linux              checksum
                                              ruff-i686-unknown-linux-musl.tar.gz         x86 MUSL Linux                checksum
                                              ruff-x86_64-unknown-linux-musl.tar.gz       x64 MUSL Linux                checksum
                                              ruff-arm-unknown-linux-musleabihf.tar.gz    ARMv6 MUSL Linux (Hardfloat)  checksum
                                              ruff-armv7-unknown-linux-musleabihf.tar.gz  ARMv7 MUSL Linux              checksum
                                              

                                              Verifying GitHub Artifact Attestations

                                              The artifacts in this release have attestations generated with GitHub Artifact Attestations. These can be verified by using the GitHub CLI:

                                                gh attestation verify <file-path of downloaded artifact> --repo astral-sh/ruff

                                              You can also download the attestation from GitHub and verify against that directly:

                                                gh attestation verify <file-path of downloaded artifact> --bundle <file-path of downloaded attestation>
                                              Assets 43
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                                                  👍 12 peetzweg, i0tool5, aitmrza, astrawan, iAGorynT, uwu-420, FHU-yezi, hl2guide, OttoAndrey, iliqiliev, and 2 more reacted with thumbs up emoji 😄 1 alexted reacted with laugh emoji 🎉 7 EDM115, thinh9e, uwu-420, hl2guide, alexted, i0tool5, and skieop reacted with hooray emoji ❤️ 5 shinGangan, uwu-420, hl2guide, iliqiliev, and alexted reacted with heart emoji 🚀 7 SymphonySimper, kopsha, uwu-420, dikesh, alexted, aaravind100, and i0tool5 reacted with rocket emoji 👀 3 shinGangan, hl2guide, and alexted reacted with eyes emoji
                                                    All reactions
                                                      * 👍 12 reactions
                                                      * 😄 1 reaction
                                                      * 🎉 7 reactions
                                                      * ❤️ 5 reactions
                                                      * 🚀 7 reactions
                                                      * 👀 3 reactions
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