Mypy 1.18.1 Released

We’ve just uploaded mypy 1.18.1 to the Python Package Index (PyPI). Mypy is a static type checker for Python. This release includes new features, performance improvements and bug fixes. You can install it as follows:

python3 -m pip install -U mypy

You can read the full documentation for this release on Read the Docs.

Mypy Performance Improvements

Mypy 1.18.1 includes numerous performance improvements, resulting in about 40% speedup compared to 1.17 when type checking mypy itself. In extreme cases, the improvement can be 10x or higher. The list below is an overview of the various mypy optimizations. Many mypyc improvements (discussed in a separate section below) also improve performance.

Type caching optimizations have a small risk of causing regressions. When reporting issues with unexpected inferred types, please also check if --disable-expression-cache will work around the issue, as it turns off some of these optimizations.

• Improve self check performance by 1.8% (Jukka Lehtosalo, PR 19768, 19769, 19770)
• Optimize fixed-format deserialization (Ivan Levkivskyi, PR 19765)
• Use macros to optimize fixed-format deserialization (Ivan Levkivskyi, PR 19757)
• Two additional micro‑optimizations (Ivan Levkivskyi, PR 19627)
• Another set of micro‑optimizations (Ivan Levkivskyi, PR 19633)
• Cache common types (Ivan Levkivskyi, PR 19621)
• Skip more method bodies in third‑party libraries for speed (Ivan Levkivskyi, PR 19586)
• Simplify the representation of callable types (Ivan Levkivskyi, PR 19580)
• Add cache for types of some expressions (Ivan Levkivskyi, PR 19505)
• Use cache for dictionary expressions (Ivan Levkivskyi, PR 19536)
• Use cache for binary operations (Ivan Levkivskyi, PR 19523)
• Cache types of type objects (Ivan Levkivskyi, PR 19514)
• Avoid duplicate work when checking boolean operations (Ivan Levkivskyi, PR 19515)
• Optimize generic inference passes (Ivan Levkivskyi, PR 19501)
• Speed up the default plugin (Jukka Lehtosalo, PRs 19385 and 19462)
• Remove nested imports from the default plugin (Ivan Levkivskyi, PR 19388)
• Micro‑optimize type expansion (Jukka Lehtosalo, PR 19461)
• Micro‑optimize type indirection (Jukka Lehtosalo, PR 19460)
• Micro‑optimize the plugin framework (Jukka Lehtosalo, PR 19464)
• Avoid temporary set creation in subtype checking (Jukka Lehtosalo, PR 19463)
• Subtype checking micro‑optimization (Jukka Lehtosalo, PR 19384)
• Return early where possible in subtype check (Stanislav Terliakov, PR 19400)
• Deduplicate some types before joining (Stanislav Terliakov, PR 19409)
• Speed up type checking by caching argument inference context (Jukka Lehtosalo, PR 19323)
• Optimize binding method self argument type and deprecation checks (Ivan Levkivskyi, PR 19556)
• Keep trivial instance types/aliases during expansion (Ivan Levkivskyi, PR 19543)

Fixed‑Format Cache (Experimental)

Mypy now supports a new cache format used for faster incremental builds. It makes incremental builds up to twice as fast. The feature is experimental and currently only supported when using a compiled version of mypy. Use --fixed-format-cache to enable the new format, or fixed_format_cache = True in a configuration file.

We plan to enable this by default in a future mypy release, and we'll eventually deprecate and remove support for the original JSON-based format.

Unlike the JSON-based cache format, the new binary format is currently not easy to parse and inspect by mypy users. We are planning to provide a tool to convert fixed-format cache files to JSON, but details of the output JSON may be different from the current JSON format. If you rely on being able to inspect mypy cache files, we recommend creating a GitHub issue and explaining your use case, so that we can more likely provide support for it. (Using MypyFile.read(binary_data) to inspect cache data may be sufficient to support some use cases.)

This feature was contributed by Ivan Levkivskyi (PR 19668, 19735, 19750, 19681, 19752, 19815).

Flexible Variable Definitions: Update

Mypy 1.16.0 introduced --allow-redefinition-new, which allows redefining variables with different types, and inferring union types for variables from multiple assignments. The feature is now documented in the --help output, but the feature is still experimental.

We are planning to enable this by default in mypy 2.0, and we will also deprecate the older --allow-redefinition flag. Since the new behavior differs significantly from the older flag, we encourage users of --allow-redefinition to experiment with --allow-redefinition-new and create a GitHub issue if the new functionality doesn't support some important use cases.

This feature was contributed by Jukka Lehtosalo.

Inferred Type for Bare ClassVar

A ClassVar without an explicit type annotation now causes the type of the variable to be inferred from the initializer:

from typing import ClassVar

class Item:
    # Type of 'next_id' is now 'int' (it was 'Any')
    next_id: ClassVar = 1

    ...

This feature was contributed by Ivan Levkivskyi (PR 19573).

Disjoint Base Classes (@disjoint_base, PEP 800)

Mypy now understands disjoint bases (PEP 800): it recognizes the @disjoint_base decorator, and rejects class definitions that combine mutually incompatible base classes, and takes advantage of the fact that such classes cannot exist in reachability and narrowing logic.

This class definition will now generate an error:

# Error: Class "Bad" has incompatible disjoint bases
class Bad(str, Exception):
    ...

This feature was contributed by Jelle Zijlstra (PR 19678).

Miscellaneous New Mypy Features

• Add --strict-equality-for-none to flag non-overlapping comparisons involving None (Christoph Tyralla, PR 19718)
• Don’t show import‑related errors after a module‑level assert such as assert sys.platform == "linux" that is always false (Stanislav Terliakov, PR 19347)

Improvements to Match Statements

• Add temporary named expressions for match subjects (Stanislav Terliakov, PR 18446)
• Fix unwrapping of assignment expressions in match subject (Marc Mueller, PR 19742)
• Omit errors for class patterns against object (Marc Mueller, PR 19709)
• Remove unnecessary error for certain match class patterns (Marc Mueller, PR 19708)
• Use union type for captured vars in or pattern (Marc Mueller, PR 19710)
• Prevent final reassignment inside match case (Omer Hadari, PR 19496)

Fixes to Crashes

• Fix crash with variadic tuple arguments to a generic type (Randolf Scholz, PR 19705)
• Fix crash when enable_error_code in pyproject.toml has wrong type (wyattscarpenter, PR 19494)
• Prevent crash for dataclass with PEP 695 TypeVarTuple on Python 3.13+ (Stanislav Terliakov, PR 19565)
• Fix crash on settable property alias (Ivan Levkivskyi, PR 19615)

Experimental Free-threading Support for Mypyc

All mypyc tests now pass on free-threading Python 3.14 release candidate builds. The performance of various micro-benchmarks scale well across multiple threads.

Free-threading support is still experimental. Note that native attribute access (get and set), list item access and certain other operations are still unsafe when there are race conditions. This will likely change in the future. You can follow the area-free-threading label in the mypyc issues tracker to follow progress.

Related PRs:

• Enable free‑threading when compiling multiple modules (Jukka Lehtosalo, PR 19541)
• Fix list.pop on free‑threaded builds (Jukka Lehtosalo, PR 19522)
• Make type objects immortal under free‑threading (Jukka Lehtosalo, PR 19538)

Mypyc: Support __new__

Mypyc now has rudimentary support for user-defined __new__ methods.

This feature was contributed by Piotr Sawicki (PR 19739).

Mypyc: Faster Generators and Async Functions

Generators and calls of async functions are now faster, sometimes by 2x or more.

Related PRs:

• Speed up for loops over native generators (Jukka Lehtosalo, PR 19415)
• Speed up native‑to‑native calls using await (Jukka Lehtosalo, PR 19398)
• Call generator helper directly in await expressions (Jukka Lehtosalo, PR 19376)
• Speed up generator allocation with per‑type freelists (Jukka Lehtosalo, PR 19316)

Miscellaneous Mypyc Improvements

• Special‑case certain Enum method calls for speed (Ivan Levkivskyi, PR 19634)
• Fix issues related to subclassing and undefined attribute tracking (Chainfire, PR 19787)
• Fix invalid C function signature (Jukka Lehtosalo, PR 19773)
• Speed up implicit __ne__ (Jukka Lehtosalo, PR 19759)
• Speed up equality with optional str/bytes types (Jukka Lehtosalo, PR 19758)
• Speed up access to empty tuples (BobTheBuidler, PR 19654)
• Speed up calls with *args (BobTheBuidler, PRs 19623 and 19631)
• Speed up calls with **kwargs (BobTheBuidler, PR 19630)
• Optimize type(x), x.__class__, and <type>.__name__ (Jukka Lehtosalo, PR 19691, 19683)
• Specialize bytes.decode for common encodings (Jukka Lehtosalo, PR 19688)
• Speed up in operations using final fixed‑length tuples (Jukka Lehtosalo, PR 19682)
• Optimize f‑string building from final values (BobTheBuidler, PR 19611)
• Add dictionary set item for exact dict instances (BobTheBuidler, PR 19657)
• Cache length when iterating over immutable types (BobTheBuidler, PR 19656)
• Fix name conflict related to attributes of generator classes (Piotr Sawicki, PR 19535)
• Fix segfault from heap type objects with a static docstring (Brian Schubert, PR 19636)
• Unwrap NewType to its base type for additional optimizations (BobTheBuidler, PR 19497)
• Generate an export table only for separate compilation (Jukka Lehtosalo, PR 19521)
• Speed up isinstance with built‑in types (Piotr Sawicki, PR 19435)
• Use native integers for some sequence indexing (Jukka Lehtosalo, PR 19426)
• Speed up isinstance(obj, list) (Piotr Sawicki, PR 19416)
• Report error on reserved method names (Piotr Sawicki, PR 19407)
• Speed up string equality (Jukka Lehtosalo, PR 19402)
• Raise NameError on undefined names (Piotr Sawicki, PR 19395)
• Use per‑type freelists for nested functions (Jukka Lehtosalo, PR 19390)
• Simplify comparison of tuple elements (Piotr Sawicki, PR 19396)
• Generate introspection signatures for compiled functions (Brian Schubert, PR 19307)
• Fix undefined attribute checking special case (Jukka Lehtosalo, PR 19378)
• Fix comparison of tuples with different lengths (Piotr Sawicki, PR 19372)
• Speed up list.clear (Jahongir Qurbonov, PR 19344)
• Speed up weakref.proxy (BobTheBuidler, PR 19217)
• Speed up weakref.ref (BobTheBuidler, PR 19099)
• Speed up str.count (BobTheBuidler, PR 19264)

Stubtest Improvements

• Add temporary --ignore-disjoint-bases flag to ease PEP 800 migration (Joren Hammudoglu, PR 19740)
• Flag redundant uses of @disjoint_base (Jelle Zijlstra, PR 19715)
• Improve signatures for __init__ of C extension classes (Stephen Morton, PR 18259)
• Handle overloads with mixed positional‑only parameters (Stephen Morton, PR 18287)
• Use “parameter” (not “argument”) in error messages (PrinceNaroliya, PR 19707)
• Don’t require @disjoint_base when __slots__ imply finality (Jelle Zijlstra, PR 19701)
• Allow runtime‑existing aliases of @type_check_only types (Brian Schubert, PR 19568)
• More detailed checking of type objects in stubtest (Stephen Morton, PR 18251)
• Support running stubtest in non-UTF8 terminals (Stanislav Terliakov, PR 19085)

Documentation Updates

• Add idlemypyextension to IDE integrations (CoolCat467, PR 18615)
• Document that object is often preferable to Any in APIs (wyattscarpenter, PR 19103)
• Include a detailed listing of flags enabled by --strict (wyattscarpenter, PR 19062)
• Update “common issues” (reveal_type/reveal_locals; note on orjson) (wyattscarpenter, PR 19059, 19058)

Other Notable Fixes and Improvements

• Remove deprecated --new-type-inference flag (the new algorithm has long been default) (Ivan Levkivskyi, PR 19570)
• Use empty context as a fallback for return expressions when outer context misleads inference (Ivan Levkivskyi, PR 19767)
• Fix forward references in type parameters of over‑parameterized PEP 695 aliases (Brian Schubert, PR 19725)
• Don’t expand PEP 695 aliases when checking node fullnames (Brian Schubert, PR 19699)
• Don’t use outer context for 'or' expression inference when LHS is Any (Stanislav Terliakov, PR 19748)
• Recognize buffer protocol special methods (Brian Schubert, PR 19581)
• Support attribute access on enum members correctly (Stanislav Terliakov, PR 19422)
• Check __slots__ assignments on self types (Stanislav Terliakov, PR 19332)
• Move self‑argument checks after decorator application (Stanislav Terliakov, PR 19490)
• Infer empty list for __slots__ and module __all__ (Stanislav Terliakov, PR 19348)
• Use normalized tuples for fallback calculation (Stanislav Terliakov, PR 19111)
• Preserve literals when joining similar types (Stanislav Terliakov, PR 19279)
• Allow adjacent conditionally‑defined overloads (Stanislav Terliakov, PR 19042)
• Check property decorators more strictly (Stanislav Terliakov, PR 19313)
• Support properties with generic setters (Ivan Levkivskyi, PR 19298)
• Generalize class/static method and property alias support (Ivan Levkivskyi, PR 19297)
• Re‑widen custom properties after narrowing (Ivan Levkivskyi, PR 19296)
• Avoid erasing type objects when checking runtime cover (Shantanu, PR 19320)
• Include tuple fallback in constraints built from tuple types (Stanislav Terliakov, PR 19100)
• Somewhat better isinstance support on old‑style unions (Shantanu, PR 19714)
• Improve promotions inside unions (Christoph Tyralla, PR 19245)
• Treat uninhabited types as having all attributes (Ivan Levkivskyi, PR 19300)
• Improve metaclass conflict checks (Robsdedude, PR 17682)
• Fixes to metaclass resolution algorithm (Robsdedude, PR 17713)
• PEP 702 @deprecated: handle “combined” overloads (Christoph Tyralla, PR 19626)
• PEP 702 @deprecated: include overloads in snapshot descriptions (Christoph Tyralla, PR 19613)
• Ignore overload implementation when checking __OP__ / __rOP__ compatibility (Stanislav Terliakov, PR 18502)
• Support _value_ as a fallback for ellipsis Enum members (Stanislav Terliakov, PR 19352)
• Sort arguments in TypedDict overlap messages (Marc Mueller, PR 19666)
• Fix handling of implicit return in lambda (Stanislav Terliakov, PR 19642)
• Improve behavior of uninhabited types (Stanislav Terliakov, PR 19648)
• Fix overload diagnostics when *args and **kwargs both match (Shantanu, PR 19614)
• Further fix overload diagnostics for *args/**kwargs (Shantanu, PR 19619)
• Show type variable name in "Cannot infer type argument" (Brian Schubert, PR 19290)
• Fail gracefully on unsupported template strings (PEP 750) (Brian Schubert, PR 19700)
• Revert colored argparse help for Python 3.14 (Marc Mueller, PR 19721)
• Update stubinfo for latest typeshed (Shantanu, PR 19771)
• Fix dict assignment when an incompatible same‑shape TypedDict exists (Stanislav Terliakov, PR 19592)
• Fix constructor type for subclasses of Any (Ivan Levkivskyi, PR 19295)
• Fix TypeGuard/TypeIs being forgotten in some cases (Brian Schubert, PR 19325)
• Fix TypeIs negative narrowing for unions of generics (Brian Schubert, PR 18193)
• dmypy suggest: Fix incorrect signature suggestion when a type matches a module name (Brian Schubert, PR 18937)
• dmypy suggest: Fix interaction with __new__ (Stanislav Terliakov, PR 18966)
• dmypy suggest: Support Callable / callable Protocols in decorator unwrapping (Anthony Sottile, PR 19072)
• Fix missing error when redeclaring a type variable in a nested generic class (Brian Schubert, PR 18883)
• Fix for overloaded type object erasure (Shantanu, PR 19338)
• Fix TypeGuard with call on temporary object (Saul Shanabrook, PR 19577)

Typeshed Updates

Please see git log for full list of standard library typeshed stub changes.

Acknowledgements

Thanks to all mypy contributors who contributed to this release:

• Ali Hamdan
• Anthony Sottile
• BobTheBuidler
• Brian Schubert
• Chainfire
• Charlie Denton
• Christoph Tyralla
• CoolCat467
• Daniel Hnyk
• Emily
• Emma Smith
• Ethan Sarp
• Ivan Levkivskyi
• Jahongir Qurbonov
• Jelle Zijlstra
• Joren Hammudoglu
• Jukka Lehtosalo
• Marc Mueller
• Omer Hadari
• Piotr Sawicki
• PrinceNaroliya
• Randolf Scholz
• Robsdedude
• Saul Shanabrook
• Shantanu
• Stanislav Terliakov
• Stephen Morton
• wyattscarpenter

I’d also like to thank my employer, Dropbox, for supporting mypy development.

Mypy 1.17 Released

We’ve just uploaded mypy 1.17 to the Python Package Index (PyPI). Mypy is a static type checker for Python. This release includes new features and bug fixes. You can install it as follows:

python3 -m pip install -U mypy

You can read the full documentation for this release on Read the Docs.

Optionally Check That Match Is Exhaustive

Mypy can now optionally generate an error if a match statement does not match exhaustively, without having to use assert_never(...). Enable this by using --enable-error-code exhaustive-match.

Example:

# mypy: enable-error-code=exhaustive-match

import enum

class Color(enum.Enum):
    RED = 1
    BLUE = 2

def show_color(val: Color) -> None:
    # error: Unhandled case for values of type "Literal[Color.BLUE]"
    match val:
        case Color.RED:
            print("red")

This feature was contributed by Donal Burns (PR 19144).

Further Improvements to Attribute Resolution

This release includes additional improvements to how attribute types and kinds are resolved. These fix many bugs and overall improve consistency.

• Handle corner case: protocol/class variable/descriptor (Ivan Levkivskyi, PR 19277)
• Fix a few inconsistencies in protocol/type object interactions (Ivan Levkivskyi, PR 19267)
• Refactor/unify access to static attributes (Ivan Levkivskyi, PR 19254)
• Remove inconsistencies in operator handling (Ivan Levkivskyi, PR 19250)
• Make protocol subtyping more consistent (Ivan Levkivskyi, PR 18943)

Fixes to Nondeterministic Type Checking

Previous mypy versions could infer different types for certain expressions across different runs (typically depending on which order certain types were processed, and this order was nondeterministic). This release includes fixes to several such issues.

• Fix nondeterministic type checking by making join with explicit Protocol and type promotion commute (Shantanu, PR 18402)
• Fix nondeterministic type checking caused by nonassociative of None joins (Shantanu, PR 19158)
• Fix nondeterministic type checking caused by nonassociativity of joins (Shantanu, PR 19147)
• Fix nondeterministic type checking by making join between type and TypeVar commute (Shantanu, PR 19149)

Remove Support for Targeting Python 3.8

Mypy now requires --python-version 3.9 or greater. Support for targeting Python 3.8 is fully removed now. Since 3.8 is an unsupported version, mypy will default to the oldest supported version (currently 3.9) if you still try to target 3.8.

This change is necessary because typeshed stopped supporting Python 3.8 after it reached its End of Life in October 2024.

Contributed by Marc Mueller (PR 19157, PR 19162).

Initial Support for Python 3.14

Mypy is now tested on 3.14 and mypyc works with 3.14.0b3 and later. Binary wheels compiled with mypyc for mypy itself will be available for 3.14 some time after 3.14.0rc1 has been released.

Note that not all features are supported just yet.

Contributed by Marc Mueller (PR 19164)

Deprecated Flag: --force-uppercase-builtins

Mypy only supports Python 3.9+. The --force-uppercase-builtins flag is now deprecated as unnecessary, and a no-op. It will be removed in a future version.

Contributed by Marc Mueller (PR 19176)

Mypyc: Improvements to Generators and Async Functions

This release includes both performance improvements and bug fixes related to generators and async functions (these share many implementation details).

• Fix exception swallowing in async try/finally blocks with await (Chainfire, PR 19353)
• Fix AttributeError in async try/finally with mixed return paths (Chainfire, PR 19361)
• Make generated generator helper method internal (Jukka Lehtosalo, PR 19268)
• Free coroutine after await encounters StopIteration (Jukka Lehtosalo, PR 19231)
• Use non-tagged integer for generator label (Jukka Lehtosalo, PR 19218)
• Merge generator and environment classes in simple cases (Jukka Lehtosalo, PR 19207)

Mypyc: Partial, Unsafe Support for Free Threading

Mypyc has minimal, quite memory-unsafe support for the free threaded builds of 3.14. It is also only lightly tested. Bug reports and experience reports are welcome!

Here are some of the major limitations:

• Free threading only works when compiling a single module at a time.
• If there is concurrent access to an object while another thread is mutating the same

object, it's possible to encounter segfaults and memory corruption.

• There are no efficient native primitives for thread synthronization, though the

regular threading module can be used.

• Some workloads don't scale well to multiple threads for no clear reason.

Related PRs:

• Enable partial, unsafe support for free-threading (Jukka Lehtosalo, PR 19167)
• Fix incref/decref on free-threaded builds (Jukka Lehtosalo, PR 19127)

Other Mypyc Fixes and Improvements

• Derive .c file name from full module name if using multi_file (Jukka Lehtosalo, PR 19278)
• Support overriding the group name used in output files (Jukka Lehtosalo, PR 19272)
• Add note about using non-native class to subclass built-in types (Jukka Lehtosalo, PR 19236)
• Make some generated classes implicitly final (Jukka Lehtosalo, PR 19235)
• Don't simplify module prefixes if using separate compilation (Jukka Lehtosalo, PR 19206)

Stubgen Improvements

• Add import for types in __exit__ method signature (Alexey Makridenko, PR 19120)
• Add support for including class and property docstrings (Chad Dombrova, PR 17964)
• Don't generate Incomplete | None = None argument annotation (Sebastian Rittau, PR 19097)
• Support several more constructs in stubgen's alias printer (Stanislav Terliakov, PR 18888)

Miscellaneous Fixes and Improvements

• Combine the revealed types of multiple iteration steps in a more robust manner (Christoph Tyralla, PR 19324)
• Improve the handling of "iteration dependent" errors and notes in finally clauses (Christoph Tyralla, PR 19270)
• Lessen dmypy suggest path limitations for Windows machines (CoolCat467, PR 19337)
• Fix type ignore comments erroneously marked as unused by dmypy (Charlie Denton, PR 15043)
• Fix misspelled exhaustive-match error code (johnthagen, PR 19276)
• Fix missing error context for unpacking assignment involving star expression (Brian Schubert, PR 19258)
• Fix and simplify error de-duplication (Ivan Levkivskyi, PR 19247)
• Disallow ClassVar in type aliases (Brian Schubert, PR 19263)
• Add script that prints list of compiled files when compiling mypy (Jukka Lehtosalo, PR 19260)
• Fix help message url for "None and Optional handling" section (Guy Wilson, PR 19252)
• Display fully qualified name of imported base classes in errors about incompatible overrides (Mikhail Golubev, PR 19115)
• Avoid false unreachable, redundant-expr, and redundant-casts warnings in loops more robustly and efficiently, and avoid multiple revealed type notes for the same line (Christoph Tyralla, PR 19118)
• Fix type extraction from isinstance checks (Stanislav Terliakov, PR 19223)
• Erase stray type variables in functools.partial (Stanislav Terliakov, PR 18954)
• Make inferring condition value recognize the whole truth table (Stanislav Terliakov, PR 18944)
• Support type aliases, NamedTuple and TypedDict in constrained TypeVar defaults (Stanislav Terliakov, PR 18884)
• Move dataclass kw_only fields to the end of the signature (Stanislav Terliakov, PR 19018)
• Provide a better fallback value for the python_version option (Marc Mueller, PR 19162)
• Avoid spurious non-overlapping equality error with metaclass with __eq__ (Michael J. Sullivan, PR 19220)
• Narrow type variable bounds (Ivan Levkivskyi, PR 19183)
• Add classifier for Python 3.14 (Marc Mueller, PR 19199)
• Capitalize syntax error messages (Charulata, PR 19114)
• Infer constraints eagerly if actual is Any (Ivan Levkivskyi, PR 19190)
• Include walrus assignments in conditional inference (Stanislav Terliakov, PR 19038)
• Use PEP 604 syntax when converting types to strings (Marc Mueller, PR 19179)
• Use more lower-case builtin types in error messages (Marc Mueller, PR 19177)
• Fix example to use correct method of Stack (Łukasz Kwieciński, PR 19123)
• Forbid .pop of Readonly NotRequired TypedDict items (Stanislav Terliakov, PR 19133)
• Emit a friendlier warning on invalid exclude regex, instead of a stacktrace (wyattscarpenter, PR 19102)
• Enable ANSI color codes for dmypy client in Windows (wyattscarpenter, PR 19088)
• Extend special case for context-based type variable inference to unions in return position (Stanislav Terliakov, PR 18976)

Acknowledgements

Thanks to all mypy contributors who contributed to this release:

• Alexey Makridenko
• Brian Schubert
• Chad Dombrova
• Chainfire
• Charlie Denton
• Charulata
• Christoph Tyralla
• CoolCat467
• Donal Burns
• Guy Wilson
• Ivan Levkivskyi
• johnthagen
• Jukka Lehtosalo
• Łukasz Kwieciński
• Marc Mueller
• Michael J. Sullivan
• Mikhail Golubev
• Sebastian Rittau
• Shantanu
• Stanislav Terliakov
• wyattscarpenter

I’d also like to thank my employer, Dropbox, for supporting mypy development.

Mypy 1.16 Released

We’ve just uploaded mypy 1.16 to the Python Package Index (PyPI). Mypy is a static type checker for Python. This release includes new features and bug fixes. You can install it as follows:

python3 -m pip install -U mypy

You can read the full documentation for this release on Read the Docs.

Different Property Getter and Setter Types

Mypy now supports using different types for a property getter and setter:

class A:
    _value: int

    @property
    def foo(self) -> int:
        return self._value

    @foo.setter
    def foo(self, x: str | int) -> None:
        try:
            self._value = int(x)
        except ValueError:
            raise Exception(f"'{x}' not valid value for 'foo'")

This was contributed by Ivan Levkivskyi (PR 18510).

Flexible Variable Redefinitions (Experimental)

Mypy now allows unannotated variables to be freely redefined with different types when using the experimental --allow-redefinition-new flag. You will also need to enable --local-partial-types. Mypy will now infer a union type when different types are assigned to a variable:

# mypy: allow-redefinition-new, local-partial-types

def f(n: int, b: bool) -> int | str:
    if b:
        x = n
    else:
        x = str(n)
    # Type of 'x' is int | str here.
    return x

Without the new flag, mypy only supports inferring optional types (X | None) from multiple assignments, but now mypy can infer arbitrary union types.

An unannotated variable can now also have different types in different code locations:

# mypy: allow-redefinition-new, local-partial-types
...

if cond():
    for x in range(n):
        # Type of 'x' is 'int' here
        ...
else:
    for x in ['a', 'b']:
        # Type of 'x' is 'str' here
        ...

We are planning to turn this flag on by default in mypy 2.0, along with --local-partial-types. The feature is still experimental and has known issues, and the semantics may still change in the future. You may need to update or add type annotations when switching to the new behavior, but if you encounter anything unexpected, please create a GitHub issue.

This was contributed by Jukka Lehtosalo (PR 18727, PR 19153).

Stricter Type Checking with Imprecise Types

Mypy can now detect additional errors in code that uses Any types or has missing function annotations.

When calling dict.get(x, None) on an object of type dict[str, Any], this now results in an optional type (in the past it was Any):

def f(d: dict[str, Any]) -> int:
    # Error: Return value is "Any | None" but expected "int"
    return d.get("x", None)

Type narrowing using assignments can result in more precise types in the presence of Any types:

def foo(): ...

def bar(n: int) -> None:
    x = foo()
    # Type of 'x' is 'Any' here
    if n > 5:
        x = str(n)
        # Type of 'x' is 'str' here

When using --check-untyped-defs, unannotated overrides are now checked more strictly against superclass definitions.

Related PRs:

• Use union types instead of join in binder (Ivan Levkivskyi, PR 18538)
• Check superclass compatibility of untyped methods if --check-untyped-defs is set (Stanislav Terliakov, PR 18970)

Improvements to Attribute Resolution

This release includes several fixes to inconsistent resolution of attribute, method and descriptor types.

• Consolidate descriptor handling (Ivan Levkivskyi, PR 18831)
• Make multiple inheritance checking use common semantics (Ivan Levkivskyi, PR 18876)
• Make method override checking use common semantics (Ivan Levkivskyi, PR 18870)
• Fix descriptor overload selection (Ivan Levkivskyi, PR 18868)
• Handle union types when binding self (Ivan Levkivskyi, PR 18867)
• Make variable override checking use common semantics (Ivan Levkivskyi, PR 18847)
• Make descriptor handling behave consistently (Ivan Levkivskyi, PR 18831)

Make Implementation for Abstract Overloads Optional

The implementation can now be omitted for abstract overloaded methods, even outside stubs:

from abc import abstractmethod
from typing import overload

class C:
    @abstractmethod
    @overload
    def foo(self, x: int) -> int: ...

    @abstractmethod
    @overload
    def foo(self, x: str) -> str: ...

    # No implementation required for "foo"

This was contributed by Ivan Levkivskyi (PR 18882).

Option to Exclude Everything in .gitignore

You can now use --exclude-gitignore to exclude everything in a .gitignore file from the mypy build. This behaves similar to excluding the paths using --exclude. We might enable this by default in a future mypy release.

This was contributed by Ivan Levkivskyi (PR 18696).

Selectively Disable Deprecated Warnings

It's now possible to selectively disable warnings generated from warnings.deprecated using the --deprecated-calls-exclude option:

# mypy --enable-error-code deprecated
#      --deprecated-calls-exclude=foo.A
import foo

foo.A().func()  # OK, the deprecated warning is ignored

# file foo.py

from typing_extensions import deprecated

class A:
    @deprecated("Use A.func2 instead")
    def func(self): pass

    ...

Contributed by Marc Mueller (PR 18641)

Annotating Native/Non-Native Classes in Mypyc

You can now declare a class as a non-native class when compiling with mypyc. Unlike native classes, which are extension classes and have an immutable structure, non-native classes are normal Python classes at runtime and are fully dynamic. Example:

from mypy_extensions import mypyc_attr

@mypyc_attr(native_class=False)
class NonNativeClass:
    ...

o = NonNativeClass()

# Ok, even if attribute "foo" not declared in class body
setattr(o, "foo", 1)

Classes are native by default in compiled modules, but classes that use certain features (such as most metaclasses) are implicitly non-native.

You can also explicitly declare a class as native. In this case mypyc will generate an error if it can't compile the class as a native class, instead of falling back to a non-native class:

from mypy_extensions import mypyc_attr
from foo import MyMeta

# Error: Unsupported metaclass for a native class
@mypyc_attr(native_class=True)
class C(metaclass=MyMeta):
    ...

Since native classes are significantly more efficient that non-native classes, you may want to ensure that certain classes always compiled as native classes.

This feature was contributed by Valentin Stanciu (PR 18802).

Mypyc Fixes and Improvements

• Improve documentation of native and non-native classes (Jukka Lehtosalo, PR 19154)
• Fix compilation when using Python 3.13 debug build (Valentin Stanciu, PR 19045)
• Show the reason why a class can't be a native class (Valentin Stanciu, PR 19016)
• Support await/yield while temporary values are live (Michael J. Sullivan, PR 16305)
• Fix spilling values with overlapping error values (Jukka Lehtosalo, PR 18961)
• Fix reference count of spilled register in async def (Jukka Lehtosalo, PR 18957)
• Add basic optimization for sorted (Marc Mueller, PR 18902)
• Fix access of class object in a type annotation (Advait Dixit, PR 18874)
• Optimize list.__imul__ and tuple.__mul__ (Marc Mueller, PR 18887)
• Optimize list.__add__, list.__iadd__ and tuple.__add__ (Marc Mueller, PR 18845)
• Add and implement primitive list.copy() (exertustfm, PR 18771)
• Optimize builtins.repr (Marc Mueller, PR 18844)
• Support iterating over keys/values/items of dict-bound TypeVar and ParamSpec.kwargs (Stanislav Terliakov, PR 18789)
• Add efficient primitives for str.strip() etc. (Advait Dixit, PR 18742)
• Document that strip() etc. are optimized (Jukka Lehtosalo, PR 18793)
• Fix mypyc crash with enum type aliases (Valentin Stanciu, PR 18725)
• Optimize str.find and str.rfind (Marc Mueller, PR 18709)
• Optimize str.__contains__ (Marc Mueller, PR 18705)
• Fix order of steal/unborrow in tuple unpacking (Ivan Levkivskyi, PR 18732)
• Optimize str.partition and str.rpartition (Marc Mueller, PR 18702)
• Optimize str.startswith and str.endswith with tuple argument (Marc Mueller, PR 18678)
• Improve str.startswith and str.endswith with tuple argument (Marc Mueller, PR 18703)
• pythoncapi_compat: don't define Py_NULL if it is already defined (Michael R. Crusoe, PR 18699)
• Optimize str.splitlines (Marc Mueller, PR 18677)
• Mark dict.setdefault as optimized (Marc Mueller, PR 18685)
• Support __del__ methods (Advait Dixit, PR 18519)
• Optimize str.rsplit (Marc Mueller, PR 18673)
• Optimize str.removeprefix and str.removesuffix (Marc Mueller, PR 18672)
• Recognize literal types in __match_args__ (Stanislav Terliakov, PR 18636)
• Fix non extension classes with attribute annotations using forward references (Valentin Stanciu, PR 18577)
• Use lower-case generic types such as list[t] in documentation (Jukka Lehtosalo, PR 18576)
• Improve support for frozenset (Marc Mueller, PR 18571)
• Fix wheel build for cp313-win (Marc Mueller, PR 18560)
• Reduce impact of immortality (introduced in Python 3.12) on reference counting performance (Jukka Lehtosalo, PR 18459)
• Update math error messages for 3.14 (Marc Mueller, PR 18534)
• Update math error messages for 3.14 (2) (Marc Mueller, PR 18949)
• Replace deprecated _PyLong_new with PyLongWriter API (Marc Mueller, PR 18532)

Fixes to Crashes

• Traverse module ancestors when traversing reachable graph nodes during dmypy update (Stanislav Terliakov, PR 18906)
• Fix crash on multiple unpacks in a bare type application (Stanislav Terliakov, PR 18857)
• Prevent crash when enum/TypedDict call is stored as a class attribute (Stanislav Terliakov, PR 18861)
• Fix crash on multiple unpacks in a bare type application (Stanislav Terliakov, PR 18857)
• Fix crash on type inference against non-normal callables (Ivan Levkivskyi, PR 18858)
• Fix crash on decorated getter in settable property (Ivan Levkivskyi, PR 18787)
• Fix crash on callable with *args and suffix against Any (Ivan Levkivskyi, PR 18781)
• Fix crash on deferred supertype and setter override (Ivan Levkivskyi, PR 18649)
• Fix crashes on incorrectly detected recursive aliases (Ivan Levkivskyi, PR 18625)
• Report that NamedTuple and dataclass are incompatile instead of crashing (Christoph Tyralla, PR 18633)
• Fix mypy daemon crash (Valentin Stanciu, PR 19087)

Performance Improvements

These are specific to mypy. Mypyc-related performance improvements are discussed elsewhere.

• Speed up binding self in trivial cases (Ivan Levkivskyi, PR 19024)
• Small constraint solver optimization (Aaron Gokaslan, PR 18688)

Documentation Updates

• Improve documentation of --strict (lenayoung8, PR 18903)
• Remove a note about from __future__ import annotations (Ageev Maxim, PR 18915)
• Improve documentation on type narrowing (Tim Hoffmann, PR 18767)
• Fix metaclass usage example (Georg, PR 18686)
• Update documentation on extra_checks flag (Ivan Levkivskyi, PR 18537)

Stubgen Improvements

• Fix TypeAlias handling (Alexey Makridenko, PR 18960)
• Handle arg=None in C extension modules (Anthony Sottile, PR 18768)
• Fix valid type detection to allow pipe unions (Chad Dombrova, PR 18726)
• Include simple decorators in stub files (Marc Mueller, PR 18489)
• Support positional and keyword-only arguments in stubdoc (Paul Ganssle, PR 18762)
• Fall back to Incomplete if we are unable to determine the module name (Stanislav Terliakov, PR 19084)

Stubtest Improvements

• Make stubtest ignore __slotnames__ (Nick Pope, PR 19077)
• Fix stubtest tests on 3.14 (Jelle Zijlstra, PR 19074)
• Support for strict_bytes in stubtest (Joren Hammudoglu, PR 19002)
• Understand override (Shantanu, PR 18815)
• Better checking of runtime arguments with dunder names (Shantanu, PR 18756)
• Ignore setattr and delattr inherited from object (Stephen Morton, PR 18325)

Miscellaneous Fixes and Improvements

• Add --strict-bytes to --strict (wyattscarpenter, PR 19049)
• Admit that Final variables are never redefined (Stanislav Terliakov, PR 19083)
• Add special support for @django.cached_property needed in django-stubs (sobolevn, PR 18959)
• Do not narrow types to Never with binder (Ivan Levkivskyi, PR 18972)
• Local forward references should precede global forward references (Ivan Levkivskyi, PR 19000)
• Do not cache module lookup results in incremental mode that may become invalid (Stanislav Terliakov, PR 19044)
• Only consider meta variables in ambiguous "any of" constraints (Stanislav Terliakov, PR 18986)
• Allow accessing __init__ on final classes and when __init__ is final (Stanislav Terliakov, PR 19035)
• Treat varargs as positional-only (A5rocks, PR 19022)
• Enable colored output for argparse help in Python 3.14 (Marc Mueller, PR 19021)
• Fix argparse for Python 3.14 (Marc Mueller, PR 19020)
• dmypy suggest can now suggest through contextmanager-based decorators (Anthony Sottile, PR 18948)
• Fix __r<magic_methods>__ being used under the same __<magic_method>__ hook (Arnav Jain, PR 18995)
• Prioritize .pyi from -stubs packages over bundled .pyi (Joren Hammudoglu, PR 19001)
• Fix missing subtype check case for type[T] (Stanislav Terliakov, PR 18975)
• Fixes to the detection of redundant casts (Anthony Sottile, PR 18588)
• Make some parse errors non-blocking (Shantanu, PR 18941)
• Fix PEP 695 type alias with a mix of type arguments (PEP 696) (Marc Mueller, PR 18919)
• Allow deeper recursion in mypy daemon, better error reporting (Carter Dodd, PR 17707)
• Fix swapped errors for frozen/non-frozen dataclass inheritance (Nazrawi Demeke, PR 18918)
• Fix incremental issue with namespace packages (Shantanu, PR 18907)
• Exclude irrelevant members when narrowing union overlapping with enum (Stanislav Terliakov, PR 18897)
• Flatten union before contracting literals when checking subtyping (Stanislav Terliakov, PR 18898)
• Do not add kw_only dataclass fields to __match_args__ (sobolevn, PR 18892)
• Fix error message when returning long tuple with type mismatch (Thomas Mattone, PR 18881)
• Treat TypedDict (old-style) aliases as regular TypedDicts (Stanislav Terliakov, PR 18852)
• Warn about unused type: ignore comments when error code is disabled (Brian Schubert, PR 18849)
• Reject duplicate ParamSpec.{args,kwargs} at call site (Stanislav Terliakov, PR 18854)
• Make detection of enum members more consistent (sobolevn, PR 18675)
• Admit that **kwargs mapping subtypes may have no direct type parameters (Stanislav Terliakov, PR 18850)
• Don't suggest types-setuptools for pkg_resources (Shantanu, PR 18840)
• Suggest scipy-stubs for scipy as non-typeshed stub package (Joren Hammudoglu, PR 18832)
• Narrow tagged unions in match statements (Gene Parmesan Thomas, PR 18791)
• Consistently store settable property type (Ivan Levkivskyi, PR 18774)
• Do not blindly undefer on leaving function (Ivan Levkivskyi, PR 18674)
• Process superclass methods before subclass methods in semanal (Ivan Levkivskyi, PR 18723)
• Only defer top-level functions (Ivan Levkivskyi, PR 18718)
• Add one more type-checking pass (Ivan Levkivskyi, PR 18717)
• Properly account for member and nonmember in enums (sobolevn, PR 18559)
• Fix instance vs tuple subtyping edge case (Ivan Levkivskyi, PR 18664)
• Improve handling of Any/object in variadic generics (Ivan Levkivskyi, PR 18643)
• Fix handling of named tuples in class match pattern (Ivan Levkivskyi, PR 18663)
• Fix regression for user config files (Shantanu, PR 18656)
• Fix dmypy socket issue on GNU/Hurd (Mattias Ellert, PR 18630)
• Don't assume that for loop body index variable is always set (Jukka Lehtosalo, PR 18631)
• Fix overlap check for variadic generics (Ivan Levkivskyi, PR 18638)
• Improve support for functools.partial of overloaded callable protocol (Shantanu, PR 18639)
• Allow lambdas in except* clauses (Stanislav Terliakov, PR 18620)
• Fix trailing commas in many multiline string options in pyproject.toml (sobolevn, PR 18624)
• Allow trailing commas for files setting in mypy.ini and setup.ini (sobolevn, PR 18621)
• Fix "not callable" issue for @dataclass(frozen=True) with Final attr (sobolevn, PR 18572)
• Add missing TypedDict special case when checking member access (Stanislav Terliakov, PR 18604)
• Use lower case list and dict in invariance notes (Jukka Lehtosalo, PR 18594)
• Fix inference when class and instance match protocol (Ivan Levkivskyi, PR 18587)
• Remove support for builtins.Any (Marc Mueller, PR 18578)
• Update the overlapping check for tuples to account for NamedTuples (A5rocks, PR 18564)
• Fix @deprecated (PEP 702) with normal overloaded methods (Christoph Tyralla, PR 18477)
• Start propagating end columns/lines for type-arg errors (A5rocks, PR 18533)
• Improve handling of type(x) is Foo checks (Stanislav Terliakov, PR 18486)
• Suggest typing.Literal for exit-return error messages (Marc Mueller, PR 18541)
• Allow redefinitions in except/else/finally (Stanislav Terliakov, PR 18515)
• Disallow setting Python version using inline config (Shantanu, PR 18497)
• Improve type inference in tuple multiplication plugin (Shantanu, PR 18521)
• Add missing line number to yield from with wrong type (Stanislav Terliakov, PR 18518)
• Hint at argument names when formatting callables with compatible return types in error messages (Stanislav Terliakov, PR 18495)
• Add better naming and improve compatibility for ad hoc intersections of instances (Christoph Tyralla, PR 18506)

Acknowledgements

Thanks to all mypy contributors who contributed to this release:

• A5rocks
• Aaron Gokaslan
• Advait Dixit
• Ageev Maxim
• Alexey Makridenko
• Ali Hamdan
• Anthony Sottile
• Arnav Jain
• Brian Schubert
• bzoracler
• Carter Dodd
• Chad Dombrova
• Christoph Tyralla
• Dimitri Papadopoulos Orfanos
• Emma Smith
• exertustfm
• Gene Parmesan Thomas
• Georg
• Ivan Levkivskyi
• Jared Hance
• Jelle Zijlstra
• Joren Hammudoglu
• lenayoung8
• Marc Mueller
• Mattias Ellert
• Michael J. Sullivan
• Michael R. Crusoe
• Nazrawi Demeke
• Nick Pope
• Paul Ganssle
• Shantanu
• sobolevn
• Stanislav Terliakov
• Stephen Morton
• Thomas Mattone
• Tim Hoffmann
• Tim Ruffing
• Valentin Stanciu
• Wesley Collin Wright
• wyattscarpenter

I’d also like to thank my employer, Dropbox, for supporting mypy development.

Mypy 1.15 Released

We’ve just uploaded mypy 1.15 to the Python Package Index (PyPI). Mypy is a static type checker for Python. This release includes new features, performance improvements and bug fixes. You can install it as follows:

python3 -m pip install -U mypy

You can read the full documentation for this release on Read the Docs.

Performance Improvements

Mypy is up to 40% faster in some use cases. This improvement comes largely from tuning the performance of the garbage collector. Additionally, the release includes several micro-optimizations that may be impactful for large projects.

Contributed by Jukka Lehtosalo (PR 18306, PR 18302, PR 18298, PR 18299).

Mypyc Accelerated Mypy Wheels for ARM Linux

For best performance, mypy can be compiled to C extension modules using mypyc. This makes mypy 3-5x faster than when interpreted with pure Python. We now build and upload mypyc accelerated mypy wheels for manylinux_aarch64 to PyPI, making it easy for Linux users on ARM platforms to realise this speedup -- just pip install the latest mypy.

Contributed by Christian Bundy and Marc Mueller (PR mypy_mypyc-wheels#76, PR mypy_mypyc-wheels#89).

--strict-bytes

By default, mypy treats bytearray and memoryview values as assignable to the bytes type, for historical reasons. Use the --strict-bytes flag to disable this behavior. PEP 688 specified the removal of this special case. The flag will be enabled by default in mypy 2.0.

Contributed by Ali Hamdan (PR 18263) and Shantanu Jain (PR 13952).

Improvements to Reachability Analysis and Partial Type Handling in Loops

This change results in mypy better modelling control flow within loops and hence detecting several previously ignored issues. In some cases, this change may require additional explicit variable annotations.

Contributed by Christoph Tyralla (PR 18180, PR 18433). (Speaking of partial types, remember that we plan to enable --local-partial-types by default in mypy 2.0.)

Better Discovery of Configuration Files

Mypy will now walk up the filesystem (up until a repository or file system root) to discover configuration files. See the mypy configuration file documentation for more details.

Contributed by Mikhail Shiryaev and Shantanu Jain (PR 16965, PR 18482)

Better Line Numbers for Decorators and Slice Expressions

Mypy now uses more correct line numbers for decorators and slice expressions. In some cases, you may have to change the location of a # type: ignore comment.

Contributed by Shantanu Jain (PR 18392, PR 18397).

Drop Support for Python 3.8

Mypy no longer supports running with Python 3.8, which has reached end-of-life. When running mypy with Python 3.9+, it is still possible to type check code that needs to support Python 3.8 with the --python-version 3.8 argument. Support for this will be dropped in the first half of 2025!

Contributed by Marc Mueller (PR 17492).

Mypyc Improvements

• Fix __init__ for classes with @attr.s(slots=True) (Advait Dixit, PR 18447)
• Report error for nested class instead of crashing (Valentin Stanciu, PR 18460)
• Fix InitVar for dataclasses (Advait Dixit, PR 18319)
• Remove unnecessary mypyc files from wheels (Marc Mueller, PR 18416)
• Fix issues with relative imports (Advait Dixit, PR 18286)
• Add faster primitive for some list get item operations (Jukka Lehtosalo, PR 18136)
• Fix iteration over NamedTuple objects (Advait Dixit, PR 18254)
• Mark mypyc package with py.typed (bzoracler, PR 18253)
• Fix list index while checking for Enum class (Advait Dixit, PR 18426)

Stubgen Improvements

• Improve dataclass init signatures (Marc Mueller, PR 18430)
• Preserve dataclass_transform decorator (Marc Mueller, PR 18418)
• Fix UnpackType for 3.11+ (Marc Mueller, PR 18421)
• Improve self annotations (Marc Mueller, PR 18420)
• Print InspectError traceback in stubgen walk_packages when verbose is specified (Gareth, PR 18224)

Stubtest Improvements

• Fix crash with numpy array default values (Ali Hamdan, PR 18353)
• Distinguish metaclass attributes from class attributes (Stephen Morton, PR 18314)

Fixes to Crashes

• Prevent crash with Unpack of a fixed tuple in PEP695 type alias (Stanislav Terliakov, PR 18451)
• Fix crash with --cache-fine-grained --cache-dir=/dev/null (Shantanu, PR 18457)
• Prevent crashing when match arms use name of existing callable (Stanislav Terliakov, PR 18449)
• Gracefully handle encoding errors when writing to stdout (Brian Schubert, PR 18292)
• Prevent crash on generic NamedTuple with unresolved typevar bound (Stanislav Terliakov, PR 18585)

Documentation Updates

• Add inline tabs to documentation (Marc Mueller, PR 18262)
• Document any TYPE_CHECKING name works (Shantanu, PR 18443)
• Update documentation to not mention 3.8 where possible (sobolevn, PR 18455)
• Mention ignore_errors in exclude documentation (Shantanu, PR 18412)
• Add Self misuse to common issues (Shantanu, PR 18261)

Other Notable Fixes and Improvements

• Fix literal context for ternary expressions (Ivan Levkivskyi, PR 18545)
• Ignore dataclass.__replace__ LSP violations (Marc Mueller, PR 18464)
• Bind self to the class being defined when checking multiple inheritance (Stanislav Terliakov, PR 18465)
• Fix attribute type resolution with multiple inheritance (Stanislav Terliakov, PR 18415)
• Improve security of our GitHub Actions (sobolevn, PR 18413)
• Unwrap type[Union[...]] when solving type variable constraints (Stanislav Terliakov, PR 18266)
• Allow Any to match sequence patterns in match/case (Stanislav Terliakov, PR 18448)
• Fix parent generics mapping when overriding generic attribute with property (Stanislav Terliakov, PR 18441)
• Add dedicated error code for explicit Any (Shantanu, PR 18398)
• Reject invalid ParamSpec locations (Stanislav Terliakov, PR 18278)
• Stop suggesting stubs that have been removed from typeshed (Shantanu, PR 18373)
• Allow inverting --local-partial-types (Shantanu, PR 18377)
• Allow to use Final and ClassVar after Python 3.13 (정승원, PR 18358)
• Update suggestions to include latest stubs in typeshed (Shantanu, PR 18366)
• Fix --install-types masking failure details (wyattscarpenter, PR 17485)
• Reject promotions when checking against protocols (Christoph Tyralla, PR 18360)
• Don't erase type object arguments in diagnostics (Shantanu, PR 18352)
• Clarify status in dmypy status output (Kcornw, PR 18331)
• Disallow no-argument generic aliases when using PEP 613 explicit aliases (Brian Schubert, PR 18173)
• Suppress errors for unreachable branches in conditional expressions (Brian Schubert, PR 18295)
• Do not allow ClassVar and Final in TypedDict and NamedTuple (sobolevn, PR 18281)
• Report error if not enough or too many types provided to TypeAliasType (bzoracler, PR 18308)
• Use more precise context for TypedDict plugin errors (Brian Schubert, PR 18293)
• Use more precise context for invalid type argument errors (Brian Schubert, PR 18290)
• Do not allow type[] to contain Literal types (sobolevn, PR 18276)
• Allow bytearray/bytes comparisons with --strict-bytes (Jukka Lehtosalo, PR 18255)

Acknowledgements

Thanks to all mypy contributors who contributed to this release:

• Advait Dixit
• Ali Hamdan
• Brian Schubert
• bzoracler
• Cameron Matsui
• Christoph Tyralla
• Gareth
• Ivan Levkivskyi
• Jukka Lehtosalo
• Kcornw
• Marc Mueller
• Mikhail f. Shiryaev
• Shantanu
• sobolevn
• Stanislav Terliakov
• Stephen Morton
• Valentin Stanciu
• Viktor Szépe
• wyattscarpenter
• 정승원

I’d also like to thank my employer, Dropbox, for supporting mypy development.