• Pylint now supports Python 3.14.

• Pylint's inference engine (astroid) is now much more precise,
  understanding implicit booleanness and ternary expressions. (Thanks @zenlyj!)

Consider this example:

class Result:
    errors: dict | None = None

result = Result()
if result.errors:
    result.errors[field_key]
    # inference engine understands result.errors cannot be None
    # pylint no longer raises unsubscriptable-object

The required astroid version is now 4.0.0. See the astroid changelog for additional fixes, features, and performance improvements applicable to pylint.

• Handling of invalid-name at the module level was patchy. Now,
  module-level constants that are reassigned are treated as variables and checked
  against --variable-rgx rather than --const-rgx. Module-level lists,
  sets, and objects can pass against either regex.

Here, LIMIT is reassigned, so pylint only uses --variable-rgx:

LIMIT = 500  # [invalid-name]
if sometimes:
    LIMIT = 1  # [invalid-name]

If this is undesired, refactor using exclusive assignment so that it is
evident that this assignment happens only once:

if sometimes:
    LIMIT = 1
else:
    LIMIT = 500  # exclusive assignment: uses const regex, no warning

Lists, sets, and objects still pass against either const-rgx or variable-rgx
even if reassigned, but are no longer completely skipped:

MY_LIST = []
my_list = []
My_List = []  # [invalid-name]

Remember to adjust the regexes and allow lists to your liking.

Breaking Changes

• invalid-name now distinguishes module-level constants that are assigned only once
  from those that are reassigned and now applies --variable-rgx to the latter. Values
  other than literals (lists, sets, objects) can pass against either the constant or
  variable regexes (e.g. "LOGGER" or "logger" but not "LoGgEr").

  Remember that --good-names or --good-names-rgxs can be provided to explicitly
  allow good names.

  Closes #3585

• The unused pylintrc argument to PyLinter.__init__() is deprecated
  and will be removed.

  Refs #6052

• Commented out code blocks such as # bar() # TODO: remove dead code will no longer emit fixme.

  Refs #9255

• pyreverse Run was changed to no longer call sys.exit() in its __init__.
  You should now call Run(args).run() which will return the exit code instead.
  Having a class that always raised a SystemExit exception was considered a bug.

  Normal usage of pyreverse through the CLI will not be affected by this change.

  Refs #9689

• The suggestion-mode option was removed, as pylint now always emits user-friendly hints instead
  of false-positive error messages. You should remove it from your conf if it's defined.

  Refs #9962

• The async.py checker module has been renamed to async_checker.py since async is a Python keyword
  and cannot be imported directly. This allows for better testing and extensibility of the async checker functionality.

  Refs #10071

• The message-id of continue-in-finally was changed from E0116 to W0136. The warning is
  now emitted for every Python version since it will raise a syntax warning in Python 3.14.
  See PEP 765 - Disallow return/break/continue that exit a finally block.

  Refs #10480

• Removed support for nmp.NaN alias for numpy.NaN being recognized in ':ref:nan-comparison'. Use np or numpy instead.

  Refs #10583

• Version requirement for isort has been bumped to >=5.0.0.
  The internal compatibility for older isort versions exposed via pylint.utils.IsortDriver has
  been removed.

  Refs #10637

New Features

• comparison-of-constants now uses the unicode from the ast instead of reformatting from
  the node's values preventing some bad formatting due to utf-8 limitation. The message now uses
  " instead of ' to better work with what the python ast returns.

  Refs #8736

• Enhanced pyreverse to properly distinguish between UML relationship types (association, aggregation, composition) based on object ownership semantics. Type annotations without assignment are now treated as associations, parameter assignments as aggregations, and object instantiation as compositions.

  Closes #9045
  Closes #9267

• The fixme check can now search through docstrings as well as comments, by using
  check-fixme-in-docstring = true in the [tool.pylint.miscellaneous] section.

  Closes #9255

• The use-implicit-booleaness-not-x checks now distinguish between comparisons
  used in boolean contexts and those that are not, enabling them to provide more accurate refactoring suggestions.

  Closes #9353

• The verbose option now outputs the filenames of the files that have been checked.
  Previously, it only included the number of checked and skipped files.

  Closes #9357

• colorized reporter now colorizes messages/categories that have been configured as fail-on in red inverse.
  This makes it easier to quickly find the errors that are causing pylint CI job failures.

  Closes #9898

• Enhanced support for @Property decorator in pyreverse to correctly display return types of annotated properties when generating class diagrams.

  Closes #10057

• Add --max-depth option to pyreverse to control diagram complexity. A depth of 0 shows only top-level packages, 1 shows one level of subpackages, etc.
  This helps manage visualization of large codebases by limiting the depth of displayed packages and classes.

  Refs #10077

• Handle deferred evaluation of annotations in Python 3.14.

  Closes #10149

• Enhanced pyreverse to properly detect aggregations for comprehensions (list, dict, set, generator).

  Closes #10236

• pyreverse: add support for colorized output when using output format mmd (MermaidJS) and html.

  Closes #10242

• pypy 3.11 is now officially supported.

  Refs #10287

• Add support for Python 3.14.

  Refs #10467

• Add naming styles for ParamSpec and TypeVarTuple that align with the TypeVar style.

  Refs #10541

New Checks

• Add match-statements checker and the following message:
  bare-name-capture-pattern.
  This will emit an error message when a name capture pattern is used in a match statement which would make the remaining patterns unreachable.
  This code is a SyntaxError at runtime.

  Closes #7128

• Add new check async-context-manager-with-regular-with to detect async context managers used with regular with statements instead of async with.

  Refs #10408

• Add break-in-finally warning. Using break inside the finally clause
  will raise a syntax warning in Python 3.14.
  See PEP 765 - Disallow return/break/continue that exit a finally block <https://peps.python.org/pep-0765/>_.

  Refs #10480

• Add new checks for invalid uses of class patterns in :keyword:match.

  • :ref:invalid-match-args-definition is emitted if :py:data:object.__match_args__ isn't a tuple of strings.
  • :ref:too-many-positional-sub-patterns if there are more positional sub-patterns than specified in :py:data:object.__match_args__.
  • :ref:multiple-class-sub-patterns if there are multiple sub-patterns for the same attribute.

  Refs #10559

• Add additional checks for suboptimal uses of class patterns in :keyword:match.

  • :ref:match-class-bind-self is emitted if a name is bound to self instead of
    using an as pattern.
  • :ref:match-class-positional-attributes is emitted if a class pattern has positional
    attributes when keywords could be used.

  Refs #10587

• Add a consider-math-not-float message. float("nan") and float("inf") are slower
  than their counterpart math.inf and math.nan by a factor of 4 (notwithstanding
  the initial import of math) and they are also not well typed when using mypy.
  This check also catches typos in float calls as a side effect.

  The :ref:pylint.extensions.code_style need to be activated for this check to work.

  Refs #10621

False Positives Fixed

• Fix a false positive for used-before-assignment when a variable defined under
  an if and via a named expression (walrus operator) is used later when guarded
  under the same if test.

  Closes #10061

• Fix :ref:no-name-in-module for members of concurrent.futures with Python 3.14.

  Closes #10632

False Negatives Fixed

• Fix false negative for used-before-assignment when a TYPE_CHECKING import is used as a type annotation prior to erroneous usage.

  Refs #8893

• Match cases are now counted as edges in the McCabe graph and will increase the complexity accordingly.

  Refs #9667

• Check module-level constants with type annotations for invalid-name.
  Remember to adjust const-naming-style or const-rgx to your liking.

  Closes #9770

• Fix false negative where function-redefined (E0102) was not reported for functions with a leading underscore.

  Closes #9894

• We now raise a logging-too-few-args for format string with no
  interpolation arguments at all (i.e. for something like logging.debug("Awaiting process %s")
  or logging.debug("Awaiting process {pid}")). Previously we did not rais...

What's new in Pylint 3.3.9?

Release date: 2025-10-05

False Positives Fixed

• Fix used-before-assignment for PEP 695 type aliases and parameters.

  Closes #9815

• No longer flag undeprecated functions in importlib.resources as deprecated.

  Closes #10593

• Fix false positive inconsistent-return-statements when using quit() or exit() functions.

  Closes #10508

• Fix false positive undefined-variable (E0602) for for-loop variable shadowing patterns like for item in item: when the variable was previously defined.

  Closes #10562

Other Bug Fixes

• Fixed crash in 'unnecessary-list-index-lookup' when starting an enumeration using
  minus the length of an iterable inside a dict comprehension when the len call was only
  made in this dict comprehension, and not elsewhere. Also changed the approach,
  to use inference in all cases but the simple ones, so we don't have to fix crashes
  one by one for arbitrarily complex expressions in enumerate.

  Closes #10510

What's new in Pylint 3.3.8?

Release date: 2025-08-09

This patch release includes an exceptional fix for a false negative issue. For details, see: #10482 (comment)

False Positives Fixed

• Fix false positives for possibly-used-before-assignment when variables are exhaustively
  assigned within a match block.

  Closes #9668

• Fix false positive for missing-raises-doc and missing-yield-doc when the method length is less than docstring-min-length.

  Refs #10104

• Fix a false positive for unused-variable when multiple except handlers bind the same name under a try block.

  Closes #10426

False Negatives Fixed

• Fix false-negative for used-before-assignment with from __future__ import annotations in function definitions.

  Refs #10482

Other Bug Fixes

• Fix a bug in Pyreverse where aggregations and associations were included in diagrams regardless of the selected --filter-mode (such as PUB_ONLY, ALL, etc.).

  Closes #10373

• Fix double underscores erroneously rendering as bold in pyreverse's Mermaid output.

  Closes #10402

What's new in Pylint 3.3.7?

Release date: 2025-05-04

False Positives Fixed

• Comparisons between two calls to type() won't raise an unidiomatic-typecheck warning anymore, consistent with the behavior applied only for == previously.

  Closes #10161

Other Bug Fixes

• Fixed a crash when importing a class decorator that did not exist with the same name as a class attribute after the class definition.

  Closes #10105

• Fix a crash caused by malformed format strings when using .format with keyword arguments.

  Closes #10282

• Using a slice as a class decorator now raises a not-callable message instead of crashing. A lot of checks that dealt with decorators (too many to list) are now shortcut if the decorator can't immediately be inferred to a function or class definition.

  Closes #10334

Other Changes

• The algorithm used for no-member suggestions is now more efficient and cuts the
  calculation when the distance score is already above the threshold.

  Refs #10277

What's new in Pylint 3.3.6?

Release date: 2025-03-20

False Positives Fixed

• Fix a false positive for used-before-assignment when an inner function's return type
  annotation is a class defined at module scope.

  Closes #9391

What's new in Pylint 3.3.5?

Release date: 2025-03-09

False Positives Fixed

• Fix false positives for use-implicit-booleaness-not-comparison, use-implicit-booleaness-not-comparison-to-string
  and use-implicit-booleaness-not-comparison-to-zero when chained comparisons are checked.

  Closes #10065

• Fix a false positive for invalid-getnewargs-ex-returned when the tuple or dict has been assigned to a name.

  Closes #10208

• Remove getopt and optparse from the list of deprecated modules.

  Closes #10211

Other Bug Fixes

• Fixed conditional import x.y causing false positive possibly-used-before-assignment.

  Closes #10081

• Fix a crash when something besides a class is found in an except handler.

  Closes #10106

• Fixed raising invalid-name when using camelCase for private methods with two leading underscores.

  Closes #10189

Other Changes

• Upload release assets to PyPI via Trusted Publishing.

  Closes #10256

Test for #10263

Other Bug Fixes

• Fixes "skipped files" count calculation; the previous method was displaying an arbitrary number.

  Closes #10073

• Fixes a crash that occurred when pylint was run in a container on a host with cgroupsv2 and restrictions on CPU usage.

  Closes #10103

• Relaxed the requirements for isort so pylint can benefit from isort 6.

  Closes #10203

What's new in Pylint 3.3.3?

Release date: 2024-12-23

False Positives Fixed

• Fix false positives for undefined-variable for classes using Python 3.12
  generic type syntax.

  Closes #9335

• Fix a false positive for use-implicit-booleaness-not-len. No lint should be emitted for
  generators (len is not defined for generators).

  Refs #10100

Other Bug Fixes

• Fix Unable to import 'collections.abc' (import-error) on Python 3.13.1.

  Closes #10112

False Positives Fixed

• Fix a false positive for potential-index-error when an indexed iterable
  contains a starred element that evaluates to more than one item.

  Closes #10076

Other Bug Fixes

• Fixes the issue with --source-root option not working when the source files are in a subdirectory of the source root (e.g. when using a /src layout).

  Closes #10026