Ruff 0.16.7
Release Notes Released on 2026-09-10. Preview features [ ruff ] Add rule for default values on method receivers ( RUF077 ) ( #26700 ) [ ruff ] Recognize re.prefixmatch ( RUF039 , RUF055 ) ( #28311 ) Bug fixes Alternate nested quotes inside format spec interpolations ( #28259 ) [ flake8-implicit-str-concat ] Mark fix unsafe when it creates a docstring (...
Also shipped Sep 10, 2026Astral in September 2026 →
BigQuery conversational analytics adds ML.CORRELATION in preview
Conversational analytics can now use ML.CORRELATION to calculate statistical correlations between a target column and one or more metric columns in a table.
BigQuery ML.METRICS evaluates predictions without a stored model
The preview ML.METRICS function computes classification or regression evaluation metrics on any table or query with actual and predicted values, with no need to create or reference a stored model.
You can use the AI.CAUSAL_EFFECT function to quantify the impact of specific interventions on time series data
You can use the AI.CAUSAL_EFFECT function to quantify the impact of specific interventions on time series data. This feature is in Preview .
BigQuery Data Engineering Agent integrates with BigQuery Graph
The Data Engineering Agent now uses BigQuery Graph for extra context between source and destination schemas, improving schema mapping accuracy in data engineering pipelines. It is generally available.
Using dbt artifacts for Slim CI and defer to production in dbt Projects on Snowflake (General availability)
Slim CI, defer to production, failed-execution recovery, and concurrent execution are now generally available for dbt Projects on Snowflake. Reuse dbt artifacts from recent production executions to accelerate development, streamline CI/CD workflows, and recover from failed production runs without maintaining a separate artifact store.
External secret providers (Preview)
External secret providers are now in preview. If your organization already keeps API keys, database passwords, and similar values in AWS Secrets Manager, Azure Key Vault, or Google Cloud Secret Manager, Snowflake can read those values when a query needs them, so you don't have to maintain a second copy in a Snowflake secret .
More from RuffEvery Ruff release →
Ruff 0.16.8
Release Notes Released on 2026-09-16. Bug fixes Visit functional TypedDict keyword arguments correctly ( #28584 ) [ flake8-simplify ] Detect nested async with under sync parent ( SIM117 ) ( #27821 ) [ flake8-simplify ] Preserve operand order in SIM109 fix ( #27824 ) [ pyupgrade ] Preserve required parentheses in multiline UP040 fixes ( #28164 ) [ pyupgrade...
Ruff 0.16.6
Release Notes Released on 2026-09-03. Preview features Move pytest-fixture-autouse to the restriction category ( #28219 ) [ flake8-pytest-style ] Add an autofix for PT020 ( #27993 ) [ flake8-tidy-imports ] Prevent fix loop between TID254 and TID255 ( #28262 ) [ isort ] Exclude pragma comments from line length calculation ( I001 ) ( #27313 ) Bug fixes...
Ruff 0.16.9
Release Notes Released on 2026-09-24. Preview features \[ruff\] Avoid false positives for overloaded division (RUF069) Bug fixes \[flake8-bugbear\] Avoid false positives for calls with keyword arguments (B009, B010, B043) \[flake8-tidy-imports\] Allow lazy imports to be used in deferred annotations (TID255) Rule changes Update LibCST-based fixes for Python...
Ruff 0.16.5
Release Notes Released on 2026-08-27. Preview features Allow rules without codes ( #28049 ) Introduce category selectors ( #27666 ) Update preview default rules and categories ( #27877 ) Bug fixes [ flake8-async ] Detect blocking generic HTTP requests ( ASYNC210 ) ( #28024 ) [ flake8-datetimez ] Allow timezone-safe strptime chains ( DTZ007 ) ( #28023 ) [...
Ruff 0.16.10
Release Notes Released on 2026-10-01. Preview features Add a migration guide for categories \[pyupgrade\] Add rule for context manager iterator annotations (UP052) Performance Reduce memory used by diagnostics Server Avoid running uv format in untrusted workspaces Documentation Fix links to moved changelog sections and renamed mdtests Add Python 3.15 as a...
Ruff 0.16.4
Release Notes Released on 2026-08-20. Preview features [ flake8-use-pathlib ] Add autofix for PTH116 ( #26460 ) [ refurb ] Restrict delete-full-slice to lists ( FURB131 ) ( #27711 ) [ refurb ] Skip FURB101 and FURB103 when the open argument is a file descriptor ( #27643 ) Bug fixes Fix InvalidInstruction on Windows CPUs that do not support POPCNT ( #27803 )...
Ruff 0.16.3
Release Notes Released on 2026-08-13. Preview features [ pylint ] Fix false negatives on negative numbers ( PLR6104 ) ( #27251 ) [ pyupgrade ] Add rule to replace while 1 with while True ( UP048 ) ( #27190 ) Bug fixes [ flake8-bandit ] Also check keyword arguments ( S602 , S603 , S607 , S609 ) ( #27687 ) [ pylint ] Allow continue in finally on Python 3.8 (...
Ruff 0.17.0
Release Notes Released on 2026-10-09. The executables in our macOS and Windows release archives and ruff wheels are now code-signed. macOS executables are signed with an Apple Developer ID certificate and notarized by Apple. Windows executables have timestamped Authenticode signatures from Azure Artifact Signing.