What’s New In Python 3.12 (original) (raw)

Editor:

Adam Turner

This article explains the new features in Python 3.12, compared to 3.11. Python 3.12 was released on October 2, 2023. For full details, see the changelog.

See also

PEP 693 – Python 3.12 Release Schedule

Summary – Release highlights¶

Python 3.12 is a stable release of the Python programming language, with a mix of changes to the language and the standard library. The library changes focus on cleaning up deprecated APIs, usability, and correctness. Of note, the distutils package has been removed from the standard library. Filesystem support in os and pathlib has seen a number of improvements, and several modules have better performance.

The language changes focus on usability, as f-strings have had many limitations removed and ‘Did you mean …’ suggestions continue to improve. The new type parameter syntaxand type statement improve ergonomics for using generic types and type aliases with static type checkers.

This article doesn’t attempt to provide a complete specification of all new features, but instead gives a convenient overview. For full details, you should refer to the documentation, such as the Library Referenceand Language Reference. If you want to understand the complete implementation and design rationale for a change, refer to the PEP for a particular new feature; but note that PEPs usually are not kept up-to-date once a feature has been fully implemented.

New syntax features:

• PEP 695, type parameter syntax and the type statement

New grammar features:

• PEP 701, f-strings in the grammar

Interpreter improvements:

• PEP 684, a unique per-interpreter GIL
• PEP 669, low impact monitoring
• Improved ‘Did you mean …’ suggestionsfor NameError, ImportError, and SyntaxError exceptions

Python data model improvements:

• PEP 688, using the buffer protocol from Python

Significant improvements in the standard library:

• The pathlib.Path class now supports subclassing
• The os module received several improvements for Windows support
• A command-line interface has been added to thesqlite3 module
• isinstance() checks against runtime-checkable protocols enjoy a speed up of between two and 20 times
• The asyncio package has had a number of performance improvements, with some benchmarks showing a 75% speed up.
• A command-line interface has been added to theuuid module
• Due to the changes in PEP 701, producing tokens via the tokenize module is up to 64% faster.

Security improvements:

• Replace the builtin hashlib implementations of SHA1, SHA3, SHA2-384, SHA2-512, and MD5 with formally verified code from theHACL* project. These builtin implementations remain as fallbacks that are only used when OpenSSL does not provide them.

C API improvements:

• PEP 697, unstable C API tier
• PEP 683, immortal objects

CPython implementation improvements:

• PEP 709, comprehension inlining
• CPython support for the Linux perf profiler
• Implement stack overflow protection on supported platforms

New typing features:

• PEP 692, using TypedDict to annotate **kwargs
• PEP 698, typing.override() decorator

Important deprecations, removals or restrictions:

• PEP 623: Remove wstr from Unicode objects in Python’s C API, reducing the size of every str object by at least 8 bytes.
• PEP 632: Remove the distutils package. See the migration guidefor advice replacing the APIs it provided. The third-party Setuptoolspackage continues to provide distutils, if you still require it in Python 3.12 and beyond.
• gh-95299: Do not pre-install setuptools in virtual environments created with venv. This means that distutils, setuptools, pkg_resources, and easy_install will no longer available by default; to access these run pip install setuptools in the activatedvirtual environment.
• The asynchat, asyncore, and imp modules have been removed, along with several unittest.TestCase method aliases.

New Features¶

PEP 695: Type Parameter Syntax¶

Generic classes and functions under PEP 484 were declared using a verbose syntax that left the scope of type parameters unclear and required explicit declarations of variance.

PEP 695 introduces a new, more compact and explicit way to creategeneric classes and functions:

def max[T](args: Iterable[T]) -> T: ...

class list[T]: def getitem(self, index: int, /) -> T: ...

def append(self, element: T) -> None:
    ...

In addition, the PEP introduces a new way to declare type aliasesusing the type statement, which creates an instance ofTypeAliasType:

type Point = tuple[float, float]

Type aliases can also be generic:

type Point[T] = tuple[T, T]

The new syntax allows declaring TypeVarTupleand ParamSpec parameters, as well as TypeVarparameters with bounds or constraints:

type IntFunc[**P] = Callable[P, int] # ParamSpec type LabeledTuple[*Ts] = tuple[str, *Ts] # TypeVarTuple type HashableSequence[T: Hashable] = Sequence[T] # TypeVar with bound type IntOrStrSequence[T: (int, str)] = Sequence[T] # TypeVar with constraints

The value of type aliases and the bound and constraints of type variables created through this syntax are evaluated only on demand (seelazy evaluation). This means type aliases are able to refer to other types defined later in the file.

Type parameters declared through a type parameter list are visible within the scope of the declaration and any nested scopes, but not in the outer scope. For example, they can be used in the type annotations for the methods of a generic class or in the class body. However, they cannot be used in the module scope after the class is defined. See Type parameter lists for a detailed description of the runtime semantics of type parameters.

In order to support these scoping semantics, a new kind of scope is introduced, the annotation scope. Annotation scopes behave for the most part like function scopes, but interact differently with enclosing class scopes. In Python 3.13, annotations will also be evaluated in annotation scopes.

See PEP 695 for more details.

(PEP written by Eric Traut. Implementation by Jelle Zijlstra, Eric Traut, and others in gh-103764.)

PEP 701: Syntactic formalization of f-strings¶

PEP 701 lifts some restrictions on the usage of f-strings. Expression components inside f-strings can now be any valid Python expression, including strings reusing the same quote as the containing f-string, multi-line expressions, comments, backslashes, and unicode escape sequences. Let’s cover these in detail:

• Quote reuse: in Python 3.11, reusing the same quotes as the enclosing f-string raises a SyntaxError, forcing the user to either use other available quotes (like using double quotes or triple quotes if the f-string uses single quotes). In Python 3.12, you can now do things like this:

  songs = ['Take me back to Eden', 'Alkaline', 'Ascensionism']
  f"This is the playlist: {", ".join(songs)}"
  'This is the playlist: Take me back to Eden, Alkaline, Ascensionism'
  Note that before this change there was no explicit limit in how f-strings can be nested, but the fact that string quotes cannot be reused inside the expression component of f-strings made it impossible to nest f-strings arbitrarily. In fact, this is the most nested f-string that could be written:
  f"""{f'''{f'{f"{1+1}"}'}'''}"""
  '2'
  As now f-strings can contain any valid Python expression inside expression components, it is now possible to nest f-strings arbitrarily:
  f"{f"{f"{f"{f"{f"{1+1}"}"}"}"}"}"
  '2'

• Multi-line expressions and comments: In Python 3.11, f-string expressions must be defined in a single line, even if the expression within the f-string could normally span multiple lines (like literal lists being defined over multiple lines), making them harder to read. In Python 3.12 you can now define f-strings spanning multiple lines, and add inline comments:

  f"This is the playlist: {", ".join([
  ... 'Take me back to Eden', # My, my, those eyes like fire
  ... 'Alkaline', # Not acid nor alkaline
  ... 'Ascensionism' # Take to the broken skies at last
  ... ])}"
  'This is the playlist: Take me back to Eden, Alkaline, Ascensionism'

• Backslashes and unicode characters: before Python 3.12 f-string expressions couldn’t contain any \ character. This also affected unicode escape sequences (such as \N{snowman}) as these contain the \N part that previously could not be part of expression components of f-strings. Now, you can define expressions like this:

  print(f"This is the playlist: {"\n".join(songs)}")
  This is the playlist: Take me back to Eden
  Alkaline
  Ascensionism
  print(f"This is the playlist: {"\N{BLACK HEART SUIT}".join(songs)}")
  This is the playlist: Take me back to Eden♥Alkaline♥Ascensionism

See PEP 701 for more details.

As a positive side-effect of how this feature has been implemented (by parsing f-strings with the PEG parser), now error messages for f-strings are more precise and include the exact location of the error. For example, in Python 3.11, the following f-string raises a SyntaxError:

my_string = f"{x z y}" + f"{1 + 1}" File "", line 1 (x z y) ^^^ SyntaxError: f-string: invalid syntax. Perhaps you forgot a comma?

but the error message doesn’t include the exact location of the error within the line and also has the expression artificially surrounded by parentheses. In Python 3.12, as f-strings are parsed with the PEG parser, error messages can be more precise and show the entire line:

my_string = f"{x z y}" + f"{1 + 1}" File "", line 1 my_string = f"{x z y}" + f"{1 + 1}" ^^^ SyntaxError: invalid syntax. Perhaps you forgot a comma?

(Contributed by Pablo Galindo, Batuhan Taskaya, Lysandros Nikolaou, Cristián Maureira-Fredes and Marta Gómez in gh-102856. PEP written by Pablo Galindo, Batuhan Taskaya, Lysandros Nikolaou and Marta Gómez).

PEP 684: A Per-Interpreter GIL¶

PEP 684 introduces a per-interpreter GIL, so that sub-interpreters may now be created with a unique GIL per interpreter. This allows Python programs to take full advantage of multiple CPU cores. This is currently only available through the C-API, though a Python API is anticipated for 3.13.

Use the new Py_NewInterpreterFromConfig() function to create an interpreter with its own GIL:

PyInterpreterConfig config = { .check_multi_interp_extensions = 1, .gil = PyInterpreterConfig_OWN_GIL, }; PyThreadState tstate = NULL; PyStatus status = Py_NewInterpreterFromConfig(&tstate, &config); if (PyStatus_Exception(status)) { return -1; } / The new interpreter is now active in the current thread. */

For further examples how to use the C-API for sub-interpreters with a per-interpreter GIL, see Modules/_xxsubinterpretersmodule.c.

(Contributed by Eric Snow in gh-104210, etc.)

PEP 669: Low impact monitoring for CPython¶

PEP 669 defines a new API for profilers, debuggers, and other tools to monitor events in CPython. It covers a wide range of events, including calls, returns, lines, exceptions, jumps, and more. This means that you only pay for what you use, providing support for near-zero overhead debuggers and coverage tools. See sys.monitoring for details.

(Contributed by Mark Shannon in gh-103082.)

PEP 688: Making the buffer protocol accessible in Python¶

PEP 688 introduces a way to use the buffer protocolfrom Python code. Classes that implement the __buffer__() method are now usable as buffer types.

The new collections.abc.Buffer ABC provides a standard way to represent buffer objects, for example in type annotations. The new inspect.BufferFlags enum represents the flags that can be used to customize buffer creation. (Contributed by Jelle Zijlstra in gh-102500.)

PEP 709: Comprehension inlining¶

Dictionary, list, and set comprehensions are now inlined, rather than creating a new single-use function object for each execution of the comprehension. This speeds up execution of a comprehension by up to two times. See PEP 709 for further details.

Comprehension iteration variables remain isolated and don’t overwrite a variable of the same name in the outer scope, nor are they visible after the comprehension. Inlining does result in a few visible behavior changes:

• There is no longer a separate frame for the comprehension in tracebacks, and tracing/profiling no longer shows the comprehension as a function call.
• The symtable module will no longer produce child symbol tables for each comprehension; instead, the comprehension’s locals will be included in the parent function’s symbol table.
• Calling locals() inside a comprehension now includes variables from outside the comprehension, and no longer includes the synthetic .0variable for the comprehension “argument”.
• A comprehension iterating directly over locals() (e.g. [k for k in locals()]) may see “RuntimeError: dictionary changed size during iteration” when run under tracing (e.g. code coverage measurement). This is the same behavior already seen in e.g. for k in locals():. To avoid the error, first create a list of keys to iterate over: keys = list(locals()); [k for k in keys].

(Contributed by Carl Meyer and Vladimir Matveev in PEP 709.)

Improved Error Messages¶

• Modules from the standard library are now potentially suggested as part of the error messages displayed by the interpreter when a NameError is raised to the top level. (Contributed by Pablo Galindo in gh-98254.)

  sys.version_info
  Traceback (most recent call last):
  File "", line 1, in
  NameError: name 'sys' is not defined. Did you forget to import 'sys'?

• Improve the error suggestion for NameError exceptions for instances. Now if a NameError is raised in a method and the instance has an attribute that’s exactly equal to the name in the exception, the suggestion will include self.<NAME> instead of the closest match in the method scope. (Contributed by Pablo Galindo in gh-99139.)

  class A:
  ... def init(self):
  ... self.blech = 1
  ...
  ... def foo(self):
  ... somethin = blech
  ...
  A().foo()
  Traceback (most recent call last):
  File "", line 1
  somethin = blech
  ^^^^^

NameError: name 'blech' is not defined. Did you mean: 'self.blech'?

• Improve the SyntaxError error message when the user types import x from y instead of from y import x. (Contributed by Pablo Galindo in gh-98931.)

  import a.y.z from b.y.z
  Traceback (most recent call last):
  File "", line 1
  import a.y.z from b.y.z
  ^^^^^^^^^^^^^^^^^^^^^^^
  SyntaxError: Did you mean to use 'from ... import ...' instead?

• ImportError exceptions raised from failed from <module> import <name> statements now include suggestions for the value of <name> based on the available names in <module>. (Contributed by Pablo Galindo in gh-91058.)

  from collections import chainmap
  Traceback (most recent call last):
  File "", line 1, in
  ImportError: cannot import name 'chainmap' from 'collections'. Did you mean: 'ChainMap'?

Other Language Changes¶

• The parser now raises SyntaxError when parsing source code containing null bytes. (Contributed by Pablo Galindo in gh-96670.)
• A backslash-character pair that is not a valid escape sequence now generates a SyntaxWarning, instead of DeprecationWarning. For example, re.compile("\d+\.\d+") now emits a SyntaxWarning("\d" is an invalid escape sequence, use raw strings for regular expression: re.compile(r"\d+\.\d+")). In a future Python version, SyntaxError will eventually be raised, instead of SyntaxWarning. (Contributed by Victor Stinner in gh-98401.)
• Octal escapes with value larger than 0o377 (ex: "\477"), deprecated in Python 3.11, now produce a SyntaxWarning, instead ofDeprecationWarning. In a future Python version they will be eventually a SyntaxError. (Contributed by Victor Stinner in gh-98401.)
• Variables used in the target part of comprehensions that are not stored to can now be used in assignment expressions (:=). For example, in [(b := 1) for a, b.prop in some_iter], the assignment tob is now allowed. Note that assigning to variables stored to in the target part of comprehensions (like a) is still disallowed, as per PEP 572. (Contributed by Nikita Sobolev in gh-100581.)
• Exceptions raised in a class or type’s __set_name__ method are no longer wrapped by a RuntimeError. Context information is added to the exception as a PEP 678 note. (Contributed by Irit Katriel in gh-77757.)
• When a try-except* construct handles the entire ExceptionGroupand raises one other exception, that exception is no longer wrapped in anExceptionGroup. Also changed in version 3.11.4. (Contributed by Irit Katriel in gh-103590.)
• The Garbage Collector now runs only on the eval breaker mechanism of the Python bytecode evaluation loop instead of object allocations. The GC can also run when PyErr_CheckSignals() is called so C extensions that need to run for a long time without executing any Python code also have a chance to execute the GC periodically. (Contributed by Pablo Galindo ingh-97922.)
• All builtin and extension callables expecting boolean parameters now accept arguments of any type instead of just bool and int. (Contributed by Serhiy Storchaka in gh-60203.)
• memoryview now supports the half-float type (the “e” format code). (Contributed by Donghee Na and Antoine Pitrou in gh-90751.)
• slice objects are now hashable, allowing them to be used as dict keys and set items. (Contributed by Will Bradshaw, Furkan Onder, and Raymond Hettinger in gh-101264.)
• sum() now uses Neumaier summation to improve accuracy and commutativity when summing floats or mixed ints and floats. (Contributed by Raymond Hettinger in gh-100425.)
• ast.parse() now raises SyntaxError instead of ValueErrorwhen parsing source code containing null bytes. (Contributed by Pablo Galindo in gh-96670.)
• The extraction methods in tarfile, and shutil.unpack_archive(), have a new a filter argument that allows limiting tar features than may be surprising or dangerous, such as creating files outside the destination directory. See tarfile extraction filters for details. In Python 3.14, the default will switch to 'data'. (Contributed by Petr Viktorin in PEP 706.)
• types.MappingProxyType instances are now hashable if the underlying mapping is hashable. (Contributed by Serhiy Storchaka in gh-87995.)
• Add support for the perf profiler through the new environment variable PYTHONPERFSUPPORTand command-line option -X perf, as well as the new sys.activate_stack_trampoline(),sys.deactivate_stack_trampoline(), and sys.is_stack_trampoline_active() functions. (Design by Pablo Galindo. Contributed by Pablo Galindo and Christian Heimes with contributions from Gregory P. Smith [Google] and Mark Shannon in gh-96123.)

New Modules¶

• None.

Improved Modules¶

array¶

• The array.array class now supports subscripting, making it ageneric type. (Contributed by Jelle Zijlstra in gh-98658.)

asyncio¶

• The performance of writing to sockets in asyncio has been significantly improved. asyncio now avoids unnecessary copying when writing to sockets and uses sendmsg() if the platform supports it. (Contributed by Kumar Aditya in gh-91166.)
• Add asyncio.eager_task_factory() and asyncio.create_eager_task_factory()functions to allow opting an event loop in to eager task execution, making some use-cases 2x to 5x faster. (Contributed by Jacob Bower & Itamar Oren in gh-102853, gh-104140, and gh-104138)
• On Linux, asyncio uses asyncio.PidfdChildWatcher by default if os.pidfd_open() is available and functional instead ofasyncio.ThreadedChildWatcher. (Contributed by Kumar Aditya in gh-98024.)
• The event loop now uses the best available child watcher for each platform (asyncio.PidfdChildWatcher if supported andasyncio.ThreadedChildWatcher otherwise), so manually configuring a child watcher is not recommended. (Contributed by Kumar Aditya in gh-94597.)
• Add loop_factory parameter to asyncio.run() to allow specifying a custom event loop factory. (Contributed by Kumar Aditya in gh-99388.)
• Add C implementation of asyncio.current_task() for 4x-6x speedup. (Contributed by Itamar Oren and Pranav Thulasiram Bhat in gh-100344.)
• asyncio.iscoroutine() now returns False for generators asasyncio does not support legacy generator-based coroutines. (Contributed by Kumar Aditya in gh-102748.)
• asyncio.wait() and asyncio.as_completed() now accepts generators yielding tasks. (Contributed by Kumar Aditya in gh-78530.)

calendar¶

• Add enums calendar.Month and calendar.Daydefining months of the year and days of the week. (Contributed by Prince Roshan in gh-103636.)

csv¶

• Add csv.QUOTE_NOTNULL and csv.QUOTE_STRINGS flags to provide finer grained control of None and empty strings byreader and writer objects.

dis¶

• Pseudo instruction opcodes (which are used by the compiler but do not appear in executable bytecode) are now exposed in thedis module.HAVE_ARGUMENT is still relevant to real opcodes, but it is not useful for pseudo instructions. Use the newdis.hasarg collection instead. (Contributed by Irit Katriel in gh-94216.)
• Add the dis.hasexc collection to signify instructions that set an exception handler. (Contributed by Irit Katriel in gh-94216.)

fractions¶

• Objects of type fractions.Fraction now support float-style formatting. (Contributed by Mark Dickinson in gh-100161.)

importlib.resources¶

• importlib.resources.as_file() now supports resource directories. (Contributed by Jason R. Coombs in gh-97930.)
• Rename first parameter of importlib.resources.files() to anchor. (Contributed by Jason R. Coombs in gh-100598.)

inspect¶

• Add inspect.markcoroutinefunction() to mark sync functions that return a coroutine for use with inspect.iscoroutinefunction(). (Contributed by Carlton Gibson in gh-99247.)
• Add inspect.getasyncgenstate() and inspect.getasyncgenlocals()for determining the current state of asynchronous generators. (Contributed by Thomas Krennwallner in gh-79940.)
• The performance of inspect.getattr_static() has been considerably improved. Most calls to the function should be at least 2x faster than they were in Python 3.11. (Contributed by Alex Waygood in gh-103193.)

itertools¶

• Add itertools.batched() for collecting into even-sized tuples where the last batch may be shorter than the rest. (Contributed by Raymond Hettinger in gh-98363.)

math¶

• Add math.sumprod() for computing a sum of products. (Contributed by Raymond Hettinger in gh-100485.)
• Extend math.nextafter() to include a steps argument for moving up or down multiple steps at a time. (Contributed by Matthias Goergens, Mark Dickinson, and Raymond Hettinger in gh-94906.)

os¶

• Add os.PIDFD_NONBLOCK to open a file descriptor for a process with os.pidfd_open() in non-blocking mode. (Contributed by Kumar Aditya in gh-93312.)
• os.DirEntry now includes an os.DirEntry.is_junction()method to check if the entry is a junction. (Contributed by Charles Machalow in gh-99547.)
• Add os.listdrives(), os.listvolumes() and os.listmounts()functions on Windows for enumerating drives, volumes and mount points. (Contributed by Steve Dower in gh-102519.)
• os.stat() and os.lstat() are now more accurate on Windows. The st_birthtime field will now be filled with the creation time of the file, and st_ctime is deprecated but still contains the creation time (but in the future will return the last metadata change, for consistency with other platforms). st_dev may be up to 64 bits and st_ino up to 128 bits depending on your file system, andst_rdev is always set to zero rather than incorrect values. Both functions may be significantly faster on newer releases of Windows. (Contributed by Steve Dower in gh-99726.)

os.path¶

• Add os.path.isjunction() to check if a given path is a junction. (Contributed by Charles Machalow in gh-99547.)
• Add os.path.splitroot() to split a path into a triad(drive, root, tail). (Contributed by Barney Gale in gh-101000.)

pathlib¶

• Add support for subclassing pathlib.PurePath andpathlib.Path, plus their Posix- and Windows-specific variants. Subclasses may override the pathlib.PurePath.with_segments() method to pass information between path instances.
• Add pathlib.Path.walk() for walking the directory trees and generating all file or directory names within them, similar to os.walk(). (Contributed by Stanislav Zmiev in gh-90385.)
• Add walk_up optional parameter to pathlib.PurePath.relative_to()to allow the insertion of .. entries in the result; this behavior is more consistent with os.path.relpath(). (Contributed by Domenico Ragusa in gh-84538.)
• Add pathlib.Path.is_junction() as a proxy to os.path.isjunction(). (Contributed by Charles Machalow in gh-99547.)
• Add case_sensitive optional parameter to pathlib.Path.glob(),pathlib.Path.rglob() and pathlib.PurePath.match() for matching the path’s case sensitivity, allowing for more precise control over the matching process.

platform¶

• Add support for detecting Windows 11 and Windows Server releases past 2012. Previously, lookups on Windows Server platforms newer than Windows Server 2012 and on Windows 11 would return Windows-10. (Contributed by Steve Dower in gh-89545.)

pdb¶

• Add convenience variables to hold values temporarily for debug session and provide quick access to values like the current frame or the return value. (Contributed by Tian Gao in gh-103693.)

random¶

• Add random.binomialvariate(). (Contributed by Raymond Hettinger in gh-81620.)
• Add a default of lambd=1.0 to random.expovariate(). (Contributed by Raymond Hettinger in gh-100234.)

shutil¶

• shutil.make_archive() now passes the root_dir argument to custom archivers which support it. In this case it no longer temporarily changes the current working directory of the process to root_dir to perform archiving. (Contributed by Serhiy Storchaka in gh-74696.)
• shutil.rmtree() now accepts a new argument onexc which is an error handler like onerror but which expects an exception instance rather than a (typ, val, tb) triplet. onerror is deprecated. (Contributed by Irit Katriel in gh-102828.)
• shutil.which() now consults the PATHEXT environment variable to find matches within PATH on Windows even when the given cmd includes a directory component. (Contributed by Charles Machalow in gh-103179.)
  shutil.which() will call NeedCurrentDirectoryForExePathW when querying for executables on Windows to determine if the current working directory should be prepended to the search path. (Contributed by Charles Machalow in gh-103179.)
  shutil.which() will return a path matching the cmd with a component from PATHEXT prior to a direct match elsewhere in the search path on Windows. (Contributed by Charles Machalow in gh-103179.)

sqlite3¶

• Add a command-line interface. (Contributed by Erlend E. Aasland in gh-77617.)
• Add the sqlite3.Connection.autocommit attribute to sqlite3.Connectionand the autocommit parameter to sqlite3.connect()to control PEP 249-complianttransaction handling. (Contributed by Erlend E. Aasland in gh-83638.)
• Add entrypoint keyword-only parameter tosqlite3.Connection.load_extension(), for overriding the SQLite extension entry point. (Contributed by Erlend E. Aasland in gh-103015.)
• Add sqlite3.Connection.getconfig() andsqlite3.Connection.setconfig() to sqlite3.Connectionto make configuration changes to a database connection. (Contributed by Erlend E. Aasland in gh-103489.)

statistics¶

• Extend statistics.correlation() to include as a ranked method for computing the Spearman correlation of ranked data. (Contributed by Raymond Hettinger in gh-95861.)

sys¶

• Add the sys.monitoring namespace to expose the new PEP 669 monitoring API. (Contributed by Mark Shannon in gh-103082.)
• Add sys.activate_stack_trampoline() andsys.deactivate_stack_trampoline() for activating and deactivating stack profiler trampolines, and sys.is_stack_trampoline_active() for querying if stack profiler trampolines are active. (Contributed by Pablo Galindo and Christian Heimes with contributions from Gregory P. Smith [Google] and Mark Shannon in gh-96123.)
• Add sys.last_exc which holds the last unhandled exception that was raised (for post-mortem debugging use cases). Deprecate the three fields that have the same information in its legacy form:sys.last_type, sys.last_value and sys.last_traceback. (Contributed by Irit Katriel in gh-102778.)
• sys._current_exceptions() now returns a mapping from thread-id to an exception instance, rather than to a (typ, exc, tb) tuple. (Contributed by Irit Katriel in gh-103176.)
• sys.setrecursionlimit() and sys.getrecursionlimit(). The recursion limit now applies only to Python code. Builtin functions do not use the recursion limit, but are protected by a different mechanism that prevents recursion from causing a virtual machine crash.

tempfile¶

• The tempfile.NamedTemporaryFile function has a new optional parameter_delete_on_close_ (Contributed by Evgeny Zorin in gh-58451.)
• tempfile.mkdtemp() now always returns an absolute path, even if the argument provided to the dir parameter is a relative path.

threading¶

• Add threading.settrace_all_threads() andthreading.setprofile_all_threads() that allow to set tracing and profiling functions in all running threads in addition to the calling one. (Contributed by Pablo Galindo in gh-93503.)

tkinter¶

• tkinter.Canvas.coords() now flattens its arguments. It now accepts not only coordinates as separate arguments (x1, y1, x2, y2, ...) and a sequence of coordinates ([x1, y1, x2, y2, ...]), but also coordinates grouped in pairs ((x1, y1), (x2, y2), ... and [(x1, y1), (x2, y2), ...]), like create_*() methods. (Contributed by Serhiy Storchaka in gh-94473.)

tokenize¶

• The tokenize module includes the changes introduced in PEP 701. (Contributed by Marta Gómez Macías and Pablo Galindo in gh-102856.) See Porting to Python 3.12 for more information on the changes to the tokenize module.

types¶

• Add types.get_original_bases() to allow for further introspection ofUser-defined generic types when subclassed. (Contributed by James Hilton-Balfe and Alex Waygood in gh-101827.)

typing¶

• isinstance() checks againstruntime-checkable protocols now useinspect.getattr_static() rather than hasattr() to lookup whether attributes exist. This means that descriptors and __getattr__()methods are no longer unexpectedly evaluated during isinstance() checks against runtime-checkable protocols. However, it may also mean that some objects which used to be considered instances of a runtime-checkable protocol may no longer be considered instances of that protocol on Python 3.12+, and vice versa. Most users are unlikely to be affected by this change. (Contributed by Alex Waygood in gh-102433.)
• The members of a runtime-checkable protocol are now considered “frozen” at runtime as soon as the class has been created. Monkey-patching attributes onto a runtime-checkable protocol will still work, but will have no impact onisinstance() checks comparing objects to the protocol. For example:

  from typing import Protocol, runtime_checkable
  @runtime_checkable
  ... class HasX(Protocol):
  ... x = 1
  ...
  class Foo: ...
  ...
  f = Foo()
  isinstance(f, HasX)
  False
  f.x = 1
  isinstance(f, HasX)
  True
  HasX.y = 2
  isinstance(f, HasX) # unchanged, even though HasX now also has a "y" attribute
  True
  This change was made in order to speed up isinstance() checks against runtime-checkable protocols.

• The performance profile of isinstance() checks againstruntime-checkable protocols has changed significantly. Most isinstance() checks against protocols with only a few members should be at least 2x faster than in 3.11, and some may be 20x faster or more. However, isinstance() checks against protocols with many members may be slower than in Python 3.11. (Contributed by Alex Waygood in gh-74690 and gh-103193.)
• All typing.TypedDict and typing.NamedTuple classes now have the__orig_bases__ attribute. (Contributed by Adrian Garcia Badaracco ingh-103699.)
• Add frozen_default parameter to typing.dataclass_transform(). (Contributed by Erik De Bonte in gh-99957.)

unicodedata¶

• The Unicode database has been updated to version 15.0.0. (Contributed by Benjamin Peterson in gh-96734).

unittest¶

Add a --durations command line option, showing the N slowest test cases:

python3 -m unittest --durations=3 lib.tests.test_threading ..... Slowest test durations

1.210s test_timeout (Lib.test.test_threading.BarrierTests) 1.003s test_default_timeout (Lib.test.test_threading.BarrierTests) 0.518s test_timeout (Lib.test.test_threading.EventTests)

(0.000 durations hidden. Use -v to show these durations.)

Ran 158 tests in 9.869s

OK (skipped=3)

(Contributed by Giampaolo Rodola in gh-48330)

uuid¶

• Add a command-line interface. (Contributed by Adam Chhina in gh-88597.)

Optimizations¶

• Remove wstr and wstr_length members from Unicode objects. It reduces object size by 8 or 16 bytes on 64bit platform. (PEP 623) (Contributed by Inada Naoki in gh-92536.)
• Add experimental support for using the BOLT binary optimizer in the build process, which improves performance by 1-5%. (Contributed by Kevin Modzelewski in gh-90536 and tuned by Donghee Na in gh-101525)
• Speed up the regular expression substitution (functions re.sub() andre.subn() and corresponding re.Pattern methods) for replacement strings containing group references by 2–3 times. (Contributed by Serhiy Storchaka in gh-91524.)
• Speed up asyncio.Task creation by deferring expensive string formatting. (Contributed by Itamar Oren in gh-103793.)
• The tokenize.tokenize() and tokenize.generate_tokens() functions are up to 64% faster as a side effect of the changes required to cover PEP 701 in the tokenize module. (Contributed by Marta Gómez Macías and Pablo Galindo in gh-102856.)
• Speed up super() method calls and attribute loads via the new LOAD_SUPER_ATTR instruction. (Contributed by Carl Meyer and Vladimir Matveev in gh-103497.)

CPython bytecode changes¶

• Remove the LOAD_METHOD instruction. It has been merged intoLOAD_ATTR. LOAD_ATTR will now behave like the oldLOAD_METHOD instruction if the low bit of its oparg is set. (Contributed by Ken Jin in gh-93429.)
• Remove the JUMP_IF_FALSE_OR_POP and JUMP_IF_TRUE_OR_POPinstructions. (Contributed by Irit Katriel in gh-102859.)
• Remove the PRECALL instruction. (Contributed by Mark Shannon ingh-92925.)
• Add the BINARY_SLICE and STORE_SLICE instructions. (Contributed by Mark Shannon in gh-94163.)
• Add the CALL_INTRINSIC_1 instructions. (Contributed by Mark Shannon in gh-99005.)
• Add the CALL_INTRINSIC_2 instruction. (Contributed by Irit Katriel in gh-101799.)
• Add the CLEANUP_THROW instruction. (Contributed by Brandt Bucher in gh-90997.)
• Add the END_SEND instruction. (Contributed by Mark Shannon in gh-103082.)
• Add the LOAD_FAST_AND_CLEAR instruction as part of the implementation of PEP 709. (Contributed by Carl Meyer in gh-101441.)
• Add the LOAD_FAST_CHECK instruction. (Contributed by Dennis Sweeney in gh-93143.)
• Add the LOAD_FROM_DICT_OR_DEREF, LOAD_FROM_DICT_OR_GLOBALS, and LOAD_LOCALS opcodes as part of the implementation of PEP 695. Remove the LOAD_CLASSDEREF opcode, which can be replaced withLOAD_LOCALS plus LOAD_FROM_DICT_OR_DEREF. (Contributed by Jelle Zijlstra in gh-103764.)
• Add the LOAD_SUPER_ATTR instruction. (Contributed by Carl Meyer and Vladimir Matveev in gh-103497.)
• Add the RETURN_CONST instruction. (Contributed by Wenyang Wang in gh-101632.)

Demos and Tools¶

• Remove the Tools/demo/ directory which contained old demo scripts. A copy can be found in the old-demos project. (Contributed by Victor Stinner in gh-97681.)
• Remove outdated example scripts of the Tools/scripts/ directory. A copy can be found in the old-demos project. (Contributed by Victor Stinner in gh-97669.)

Deprecated¶

• argparse: The type, choices, and metavar parameters of argparse.BooleanOptionalAction are deprecated and will be removed in 3.14. (Contributed by Nikita Sobolev in gh-92248.)
• ast: The following ast features have been deprecated in documentation since Python 3.8, now cause a DeprecationWarning to be emitted at runtime when they are accessed or used, and will be removed in Python 3.14:
  • ast.Num
  • ast.Str
  • ast.Bytes
  • ast.NameConstant
  • ast.Ellipsis
    Use ast.Constant instead. (Contributed by Serhiy Storchaka in gh-90953.)
• asyncio:
  • The child watcher classes asyncio.MultiLoopChildWatcher,asyncio.FastChildWatcher, asyncio.AbstractChildWatcherand asyncio.SafeChildWatcher are deprecated and will be removed in Python 3.14. (Contributed by Kumar Aditya in gh-94597.)
  • asyncio.set_child_watcher(), asyncio.get_child_watcher(),asyncio.AbstractEventLoopPolicy.set_child_watcher() andasyncio.AbstractEventLoopPolicy.get_child_watcher() are deprecated and will be removed in Python 3.14. (Contributed by Kumar Aditya in gh-94597.)
  • The get_event_loop() method of the default event loop policy now emits a DeprecationWarning if there is no current event loop set and it decides to create one. (Contributed by Serhiy Storchaka and Guido van Rossum in gh-100160.)
• calendar: calendar.January and calendar.February constants are deprecated and replaced by calendar.JANUARY and calendar.FEBRUARY. (Contributed by Prince Roshan in gh-103636.)
• collections.abc: Deprecated collections.abc.ByteString. Prefer Sequence or collections.abc.Buffer. For use in typing, prefer a union, like bytes | bytearray, or collections.abc.Buffer. (Contributed by Shantanu Jain in gh-91896.)
• datetime: datetime.datetime’s utcnow() andutcfromtimestamp() are deprecated and will be removed in a future version. Instead, use timezone-aware objects to represent datetimes in UTC: respectively, call now() andfromtimestamp() with the tz parameter set todatetime.UTC. (Contributed by Paul Ganssle in gh-103857.)
• email: Deprecate the isdst parameter in email.utils.localtime(). (Contributed by Alan Williams in gh-72346.)
• importlib.abc: Deprecated the following classes, scheduled for removal in Python 3.14:
  • importlib.abc.ResourceReader
  • importlib.abc.Traversable
  • importlib.abc.TraversableResources
    Use importlib.resources.abc classes instead:
  • importlib.resources.abc.Traversable
  • importlib.resources.abc.TraversableResources
    (Contributed by Jason R. Coombs and Hugo van Kemenade in gh-93963.)
• itertools: Deprecate the support for copy, deepcopy, and pickle operations, which is undocumented, inefficient, historically buggy, and inconsistent. This will be removed in 3.14 for a significant reduction in code volume and maintenance burden. (Contributed by Raymond Hettinger in gh-101588.)
• multiprocessing: In Python 3.14, the default multiprocessingstart method will change to a safer one on Linux, BSDs, and other non-macOS POSIX platforms where 'fork' is currently the default (gh-84559). Adding a runtime warning about this was deemed too disruptive as the majority of code is not expected to care. Use theget_context() orset_start_method() APIs to explicitly specify when your code requires 'fork'. See contexts and start methods.
• pkgutil: pkgutil.find_loader() and pkgutil.get_loader()are deprecated and will be removed in Python 3.14; use importlib.util.find_spec() instead. (Contributed by Nikita Sobolev in gh-97850.)
• pty: The module has two undocumented master_open() and slave_open()functions that have been deprecated since Python 2 but only gained a proper DeprecationWarning in 3.12. Remove them in 3.14. (Contributed by Soumendra Ganguly and Gregory P. Smith in gh-85984.)
• os:
  • The st_ctime fields return by os.stat() and os.lstat() on Windows are deprecated. In a future release, they will contain the last metadata change time, consistent with other platforms. For now, they still contain the creation time, which is also available in the new st_birthtimefield. (Contributed by Steve Dower in gh-99726.)
  • On POSIX platforms, os.fork() can now raise aDeprecationWarning when it can detect being called from a multithreaded process. There has always been a fundamental incompatibility with the POSIX platform when doing so. Even if such code appeared to work. We added the warning to raise awareness as issues encountered by code doing this are becoming more frequent. See the os.fork() documentation for more details along with this discussion on fork being incompatible with threads for why we’re now surfacing this longstanding platform compatibility problem to developers.
    When this warning appears due to usage of multiprocessing orconcurrent.futures the fix is to use a differentmultiprocessing start method such as "spawn" or "forkserver".
• shutil: The onerror argument of shutil.rmtree() is deprecated; use onexc instead. (Contributed by Irit Katriel in gh-102828.)
• sqlite3:
  • default adapters and converters are now deprecated. Instead, use the Adapter and converter recipesand tailor them to your needs. (Contributed by Erlend E. Aasland in gh-90016.)
  • In execute(), DeprecationWarning is now emitted when named placeholders are used together with parameters supplied as a sequence instead of as a dict. Starting from Python 3.14, using named placeholders with parameters supplied as a sequence will raise a ProgrammingError. (Contributed by Erlend E. Aasland in gh-101698.)
• sys: The sys.last_type, sys.last_value and sys.last_tracebackfields are deprecated. Use sys.last_exc instead. (Contributed by Irit Katriel in gh-102778.)
• tarfile: Extracting tar archives without specifying filter is deprecated until Python 3.14, when 'data' filter will become the default. See Extraction filters for details.
• typing:
  • typing.Hashable and typing.Sized, aliases forcollections.abc.Hashable and collections.abc.Sized respectively, are deprecated. (gh-94309.)
  • typing.ByteString, deprecated since Python 3.9, now causes aDeprecationWarning to be emitted when it is used. (Contributed by Alex Waygood in gh-91896.)
• xml.etree.ElementTree: The module now emits DeprecationWarningwhen testing the truth value of an xml.etree.ElementTree.Element. Before, the Python implementation emitted FutureWarning, and the C implementation emitted nothing. (Contributed by Jacob Walls in gh-83122.)
• The 3-arg signatures (type, value, traceback) of coroutine throw(), generator throw() andasync generator throw() are deprecated and may be removed in a future version of Python. Use the single-arg versions of these functions instead. (Contributed by Ofey Chan in gh-89874.)
• DeprecationWarning is now raised when __package__ on a module differs from__spec__.parent (previously it was ImportWarning). (Contributed by Brett Cannon in gh-65961.)
• Setting __package__ or __cached__ on a module is deprecated, and will cease to be set or taken into consideration by the import system in Python 3.14. (Contributed by Brett Cannon in gh-65961.)
• The bitwise inversion operator (~) on bool is deprecated. It will throw an error in Python 3.16. Use not for logical negation of bools instead. In the rare case that you really need the bitwise inversion of the underlyingint, convert to int explicitly: ~int(x). (Contributed by Tim Hoffmann in gh-103487.)
• Accessing co_lnotab on code objects was deprecated in Python 3.10 via PEP 626, but it only got a proper DeprecationWarning in 3.12. May be removed in 3.15. (Contributed by Nikita Sobolev in gh-101866.)

Pending Removal in Python 3.13¶

Modules (see PEP 594):

• aifc
• audioop
• cgi
• cgitb
• chunk
• crypt
• imghdr
• mailcap
• msilib
• nis
• nntplib
• ossaudiodev
• pipes
• sndhdr
• spwd
• sunau
• telnetlib
• uu
• xdrlib

Other modules:

• lib2to3, and the 2to3 program (gh-84540)

APIs:

• configparser.LegacyInterpolation (gh-90765)
• locale.resetlocale() (gh-90817)
• turtle.RawTurtle.settiltangle() (gh-50096)
• unittest.findTestCases() (gh-50096)
• unittest.getTestCaseNames() (gh-50096)
• unittest.makeSuite() (gh-50096)
• unittest.TestProgram.usageExit() (gh-67048)
• webbrowser.MacOSX (gh-86421)
• classmethod descriptor chaining (gh-89519)
• importlib.resources deprecated methods:
  • contents()
  • is_resource()
  • open_binary()
  • open_text()
  • path()
  • read_binary()
  • read_text()
    Use importlib.resources.files() instead. Refer to importlib-resources: Migrating from Legacy (gh-106531)

Pending Removal in Python 3.14¶

• argparse: The type, choices, and metavar parameters of argparse.BooleanOptionalAction are deprecated and will be removed in 3.14. (Contributed by Nikita Sobolev in gh-92248.)
• ast: The following features have been deprecated in documentation since Python 3.8, now cause a DeprecationWarning to be emitted at runtime when they are accessed or used, and will be removed in Python 3.14:
  • ast.Num
  • ast.Str
  • ast.Bytes
  • ast.NameConstant
  • ast.Ellipsis
    Use ast.Constant instead. (Contributed by Serhiy Storchaka in gh-90953.)
• asyncio:
  • The child watcher classes MultiLoopChildWatcher,FastChildWatcher, AbstractChildWatcherand SafeChildWatcher are deprecated and will be removed in Python 3.14. (Contributed by Kumar Aditya in gh-94597.)
  • asyncio.set_child_watcher(), asyncio.get_child_watcher(),asyncio.AbstractEventLoopPolicy.set_child_watcher() andasyncio.AbstractEventLoopPolicy.get_child_watcher() are deprecated and will be removed in Python 3.14. (Contributed by Kumar Aditya in gh-94597.)
  • The get_event_loop() method of the default event loop policy now emits a DeprecationWarning if there is no current event loop set and it decides to create one. (Contributed by Serhiy Storchaka and Guido van Rossum in gh-100160.)
• collections.abc: Deprecated ByteString. Prefer Sequence or Buffer. For use in typing, prefer a union, like bytes | bytearray, or collections.abc.Buffer. (Contributed by Shantanu Jain in gh-91896.)
• email: Deprecated the isdst parameter in email.utils.localtime(). (Contributed by Alan Williams in gh-72346.)
• importlib.abc deprecated classes:
  • importlib.abc.ResourceReader
  • importlib.abc.Traversable
  • importlib.abc.TraversableResources
    Use importlib.resources.abc classes instead:
  • importlib.resources.abc.Traversable
  • importlib.resources.abc.TraversableResources
    (Contributed by Jason R. Coombs and Hugo van Kemenade in gh-93963.)
• itertools had undocumented, inefficient, historically buggy, and inconsistent support for copy, deepcopy, and pickle operations. This will be removed in 3.14 for a significant reduction in code volume and maintenance burden. (Contributed by Raymond Hettinger in gh-101588.)
• multiprocessing: The default start method will change to a safer one on Linux, BSDs, and other non-macOS POSIX platforms where 'fork' is currently the default (gh-84559). Adding a runtime warning about this was deemed too disruptive as the majority of code is not expected to care. Use theget_context() orset_start_method() APIs to explicitly specify when your code requires 'fork'. See Contexts and start methods.
• pathlib: is_relative_to() andrelative_to(): passing additional arguments is deprecated.
• pkgutil: find_loader() and get_loader()now raise DeprecationWarning; use importlib.util.find_spec() instead. (Contributed by Nikita Sobolev in gh-97850.)
• pty:
  • master_open(): use pty.openpty().
  • slave_open(): use pty.openpty().
• sqlite3:
  • version and version_info.
  • execute() and executemany()if named placeholders are used and_parameters_ is a sequence instead of a dict.
• typing: ByteString, deprecated since Python 3.9, now causes a DeprecationWarning to be emitted when it is used.
• urllib:urllib.parse.Quoter is deprecated: it was not intended to be a public API. (Contributed by Gregory P. Smith in gh-88168.)

Pending Removal in Python 3.15¶

• The import system:
  • Setting __cached__ on a module while failing to set __spec__.cachedis deprecated. In Python 3.15, __cached__ will cease to be set or take into consideration by the import system or standard library. (gh-97879)
  • Setting __package__ on a module while failing to set __spec__.parentis deprecated. In Python 3.15, __package__ will cease to be set or take into consideration by the import system or standard library. (gh-97879)
• ctypes:
  • The undocumented ctypes.SetPointerType() function has been deprecated since Python 3.13.
• http.server:
  • The obsolete and rarely used CGIHTTPRequestHandlerhas been deprecated since Python 3.13. No direct replacement exists.Anything is better than CGI to interface a web server with a request handler.
  • The --cgi flag to the python -m http.servercommand-line interface has been deprecated since Python 3.13.
• importlib:
  • load_module() method: use exec_module() instead.
• locale:
  • The getdefaultlocale() function has been deprecated since Python 3.11. Its removal was originally planned for Python 3.13 (gh-90817), but has been postponed to Python 3.15. Use getlocale(), setlocale(), and getencoding() instead. (Contributed by Hugo van Kemenade in gh-111187.)
• pathlib:
  • PurePath.is_reserved()has been deprecated since Python 3.13. Use os.path.isreserved() to detect reserved paths on Windows.
• platform:
  • java_ver() has been deprecated since Python 3.13. This function is only useful for Jython support, has a confusing API, and is largely untested.
• sysconfig:
  • The check_home argument of sysconfig.is_python_build() has been deprecated since Python 3.12.
• threading:
  • RLock() will take no arguments in Python 3.15. Passing any arguments has been deprecated since Python 3.14, as the Python version does not permit any arguments, but the C version allows any number of positional or keyword arguments, ignoring every argument.
• types:
  • types.CodeType: Accessing co_lnotab was deprecated in PEP 626since 3.10 and was planned to be removed in 3.12, but it only got a proper DeprecationWarning in 3.12. May be removed in 3.15. (Contributed by Nikita Sobolev in gh-101866.)
• typing:
  • The undocumented keyword argument syntax for creatingNamedTuple classes (e.g. Point = NamedTuple("Point", x=int, y=int)) has been deprecated since Python 3.13. Use the class-based syntax or the functional syntax instead.
  • The typing.no_type_check_decorator() decorator function has been deprecated since Python 3.13. After eight years in the typing module, it has yet to be supported by any major type checker.
• wave:
  • The getmark(), setmark(), and getmarkers() methods of the Wave_read and Wave_write classes have been deprecated since Python 3.13.

Pending removal in Python 3.16¶

• The import system:
  • Setting __loader__ on a module while failing to set __spec__.loaderis deprecated. In Python 3.16, __loader__ will cease to be set or taken into consideration by the import system or the standard library.
• array:
  • The 'u' format code (wchar_t) has been deprecated in documentation since Python 3.3 and at runtime since Python 3.13. Use the 'w' format code (Py_UCS4) for Unicode characters instead.
• asyncio:
  • asyncio.iscoroutinefunction() is deprecated and will be removed in Python 3.16, use inspect.iscoroutinefunction() instead. (Contributed by Jiahao Li and Kumar Aditya in gh-122875.)
• builtins:
  • Bitwise inversion on boolean types, ~True or ~Falsehas been deprecated since Python 3.12, as it produces surprising and unintuitive results (-2 and -1). Use not x instead for the logical negation of a Boolean. In the rare case that you need the bitwise inversion of the underlying integer, convert to int explicitly (~int(x)).
• shutil:
  • The ExecError exception has been deprecated since Python 3.14. It has not been used by any function in shutil since Python 3.4, and is now an alias of RuntimeError.
• symtable:
  • The Class.get_methods method has been deprecated since Python 3.14.
• sys:
  • The _enablelegacywindowsfsencoding() function has been deprecated since Python 3.13. Use the PYTHONLEGACYWINDOWSFSENCODING environment variable instead.
• tarfile:
  • The undocumented and unused TarFile.tarfile attribute has been deprecated since Python 3.13.

Pending Removal in Future Versions¶

The following APIs will be removed in the future, although there is currently no date scheduled for their removal.

• argparse: Nesting argument groups and nesting mutually exclusive groups are deprecated.
• builtins:
  • bool(NotImplemented).
  • Generators: throw(type, exc, tb) and athrow(type, exc, tb)signature is deprecated: use throw(exc) and athrow(exc) instead, the single argument signature.
  • Currently Python accepts numeric literals immediately followed by keywords, for example 0in x, 1or x, 0if 1else 2. It allows confusing and ambiguous expressions like [0x1for x in y] (which can be interpreted as[0x1 for x in y] or [0x1f or x in y]). A syntax warning is raised if the numeric literal is immediately followed by one of keywordsand, else, for, if,in, is and or. In a future release it will be changed to a syntax error. (gh-87999)
  • Support for __index__() and __int__() method returning non-int type: these methods will be required to return an instance of a strict subclass ofint.
  • Support for __float__() method returning a strict subclass offloat: these methods will be required to return an instance offloat.
  • Support for __complex__() method returning a strict subclass ofcomplex: these methods will be required to return an instance ofcomplex.
  • Delegation of int() to __trunc__() method.
  • Passing a complex number as the real or imag argument in thecomplex() constructor is now deprecated; it should only be passed as a single positional argument. (Contributed by Serhiy Storchaka in gh-109218.)
• calendar: calendar.January and calendar.February constants are deprecated and replaced by calendar.JANUARY andcalendar.FEBRUARY. (Contributed by Prince Roshan in gh-103636.)
• codeobject.co_lnotab: use the codeobject.co_lines() method instead.
• datetime:
  • utcnow(): use datetime.datetime.now(tz=datetime.UTC).
  • utcfromtimestamp(): use datetime.datetime.fromtimestamp(timestamp, tz=datetime.UTC).
• gettext: Plural value must be an integer.
• importlib:
  • cache_from_source() debug_override parameter is deprecated: use the optimization parameter instead.
• importlib.metadata:
  • EntryPoints tuple interface.
  • Implicit None on return values.
• logging: the warn() method has been deprecated since Python 3.3, use warning() instead.
• mailbox: Use of StringIO input and text mode is deprecated, use BytesIO and binary mode instead.
• os: Calling os.register_at_fork() in multi-threaded process.
• pydoc.ErrorDuringImport: A tuple value for exc_info parameter is deprecated, use an exception instance.
• re: More strict rules are now applied for numerical group references and group names in regular expressions. Only sequence of ASCII digits is now accepted as a numerical reference. The group name in bytes patterns and replacement strings can now only contain ASCII letters and digits and underscore. (Contributed by Serhiy Storchaka in gh-91760.)
• sre_compile, sre_constants and sre_parse modules.
• shutil: rmtree()’s onerror parameter is deprecated in Python 3.12; use the onexc parameter instead.
• ssl options and protocols:
  • ssl.SSLContext without protocol argument is deprecated.
  • ssl.SSLContext: set_npn_protocols() andselected_npn_protocol() are deprecated: use ALPN instead.
  • ssl.OP_NO_SSL* options
  • ssl.OP_NO_TLS* options
  • ssl.PROTOCOL_SSLv3
  • ssl.PROTOCOL_TLS
  • ssl.PROTOCOL_TLSv1
  • ssl.PROTOCOL_TLSv1_1
  • ssl.PROTOCOL_TLSv1_2
  • ssl.TLSVersion.SSLv3
  • ssl.TLSVersion.TLSv1
  • ssl.TLSVersion.TLSv1_1
• threading methods:
  • threading.Condition.notifyAll(): use notify_all().
  • threading.Event.isSet(): use is_set().
  • threading.Thread.isDaemon(), threading.Thread.setDaemon(): use threading.Thread.daemon attribute.
  • threading.Thread.getName(), threading.Thread.setName(): use threading.Thread.name attribute.
  • threading.currentThread(): use threading.current_thread().
  • threading.activeCount(): use threading.active_count().
• typing.Text (gh-92332).
• unittest.IsolatedAsyncioTestCase: it is deprecated to return a value that is not None from a test case.
• urllib.parse deprecated functions: urlparse() instead
  • splitattr()
  • splithost()
  • splitnport()
  • splitpasswd()
  • splitport()
  • splitquery()
  • splittag()
  • splittype()
  • splituser()
  • splitvalue()
  • to_bytes()
• urllib.request: URLopener andFancyURLopener style of invoking requests is deprecated. Use newer urlopen() functions and methods.
• wsgiref: SimpleHandler.stdout.write() should not do partial writes.
• xml.etree.ElementTree: Testing the truth value of anElement is deprecated. In a future release it will always return True. Prefer explicit len(elem) orelem is not None tests instead.
• zipimport.zipimporter.load_module() is deprecated: use exec_module() instead.

Removed¶

asynchat and asyncore¶

• These two modules have been removed according to the schedule in PEP 594, having been deprecated in Python 3.6. Use asyncio instead. (Contributed by Nikita Sobolev in gh-96580.)

configparser¶

• Several names deprecated in the configparser way back in 3.2 have been removed per gh-89336:
  • configparser.ParsingError no longer has a filename attribute or argument. Use the source attribute and argument instead.
  • configparser no longer has a SafeConfigParser class. Use the shorter ConfigParser name instead.
  • configparser.ConfigParser no longer has a readfp method. Use read_file() instead.

distutils¶

• Remove the distutils package. It was deprecated in Python 3.10 byPEP 632 “Deprecate distutils module”. For projects still usingdistutils and cannot be updated to something else, the setuptoolsproject can be installed: it still provides distutils. (Contributed by Victor Stinner in gh-92584.)

ensurepip¶

• Remove the bundled setuptools wheel from [ensurepip](../library/ensurepip.html#module-ensurepip "ensurepip: Bootstrapping the "pip" installer into an existing Python installation or virtual environment."), and stop installing setuptools in environments created by venv.
  pip (>= 22.1) does not require setuptools to be installed in the environment. setuptools-based (and distutils-based) packages can still be used with pip install, since pip will providesetuptools in the build environment it uses for building a package.
  easy_install, pkg_resources, setuptools and distutilsare no longer provided by default in environments created withvenv or bootstrapped with ensurepip, since they are part of the setuptools package. For projects relying on these at runtime, the setuptools project should be declared as a dependency and installed separately (typically, using pip).
  (Contributed by Pradyun Gedam in gh-95299.)

enum¶

• Remove enum’s EnumMeta.__getattr__, which is no longer needed for enum attribute access. (Contributed by Ethan Furman in gh-95083.)

ftplib¶

• Remove ftplib’s FTP_TLS.ssl_version class attribute: use the_context_ parameter instead. (Contributed by Victor Stinner in gh-94172.)

gzip¶

• Remove the filename attribute of gzip’s gzip.GzipFile, deprecated since Python 2.6, use the name attribute instead. In write mode, the filename attribute added '.gz' file extension if it was not present. (Contributed by Victor Stinner in gh-94196.)

hashlib¶

• Remove the pure Python implementation of hashlib’shashlib.pbkdf2_hmac(), deprecated in Python 3.10. Python 3.10 and newer requires OpenSSL 1.1.1 (PEP 644): this OpenSSL version provides a C implementation of pbkdf2_hmac() which is faster. (Contributed by Victor Stinner in gh-94199.)

importlib¶

• Many previously deprecated cleanups in importlib have now been completed:
  • References to, and support for module_repr() has been removed. (Contributed by Barry Warsaw in gh-97850.)
  • importlib.util.set_package, importlib.util.set_loader andimportlib.util.module_for_loader have all been removed. (Contributed by Brett Cannon and Nikita Sobolev in gh-65961 and gh-97850.)
  • Support for find_loader() and find_module() APIs have been removed. (Contributed by Barry Warsaw in gh-98040.)
  • importlib.abc.Finder, pkgutil.ImpImporter, and pkgutil.ImpLoaderhave been removed. (Contributed by Barry Warsaw in gh-98040.)

imp¶

• The imp module has been removed. (Contributed by Barry Warsaw ingh-98040.)
  To migrate, consult the following correspondence table:

  Replace imp.load_source() with:
  import importlib.util
  import importlib.machinery
  def load_source(modname, filename):
  loader = importlib.machinery.SourceFileLoader(modname, filename)
  spec = importlib.util.spec_from_file_location(modname, filename, loader=loader)
  module = importlib.util.module_from_spec(spec)

  The module is always executed and not cached in sys.modules.

  Uncomment the following line to cache the module.

  sys.modules[module.name] = module

  loader.exec_module(module)
  return module
• Remove imp functions and attributes with no replacements:
  • Undocumented functions:
    * imp.init_builtin()
    * imp.load_compiled()
    * imp.load_dynamic()
    * imp.load_package()
  • imp.lock_held(), imp.acquire_lock(), imp.release_lock(): the locking scheme has changed in Python 3.3 to per-module locks.
  • imp.find_module() constants: SEARCH_ERROR, PY_SOURCE,PY_COMPILED, C_EXTENSION, PY_RESOURCE, PKG_DIRECTORY,C_BUILTIN, PY_FROZEN, PY_CODERESOURCE, IMP_HOOK.

io¶

• Remove io’s io.OpenWrapper and _pyio.OpenWrapper, deprecated in Python 3.10: just use open() instead. The open() (io.open()) function is a built-in function. Since Python 3.10, _pyio.open() is also a static method. (Contributed by Victor Stinner in gh-94169.)

locale¶

• Remove locale’s locale.format() function, deprecated in Python 3.7: use locale.format_string() instead. (Contributed by Victor Stinner in gh-94226.)

smtpd¶

• The smtpd module has been removed according to the schedule in PEP 594, having been deprecated in Python 3.4.7 and 3.5.4. Use the aiosmtpd PyPI module or any otherasyncio-based server instead. (Contributed by Oleg Iarygin in gh-93243.)

sqlite3¶

• The following undocumented sqlite3 features, deprecated in Python 3.10, are now removed:
  • sqlite3.enable_shared_cache()
  • sqlite3.OptimizedUnicode
    If a shared cache must be used, open the database in URI mode using thecache=shared query parameter.
    The sqlite3.OptimizedUnicode text factory has been an alias forstr since Python 3.3. Code that previously set the text factory toOptimizedUnicode can either use str explicitly, or rely on the default value which is also str.
    (Contributed by Erlend E. Aasland in gh-92548.)

ssl¶

• Remove ssl’s ssl.RAND_pseudo_bytes() function, deprecated in Python 3.6: use os.urandom() or ssl.RAND_bytes() instead. (Contributed by Victor Stinner in gh-94199.)
• Remove the ssl.match_hostname() function. It was deprecated in Python 3.7. OpenSSL performs hostname matching since Python 3.7, Python no longer uses thessl.match_hostname() function. (Contributed by Victor Stinner in gh-94199.)
• Remove the ssl.wrap_socket() function, deprecated in Python 3.7: instead, create a ssl.SSLContext object and call itsssl.SSLContext.wrap_socket method. Any package that still usesssl.wrap_socket() is broken and insecure. The function neither sends a SNI TLS extension nor validates the server hostname. Code is subject to CWE 295(Improper Certificate Validation). (Contributed by Victor Stinner in gh-94199.)

unittest¶

• Remove many long-deprecated unittest features:
  • A number of TestCase method aliases:

    Deprecated alias	Method Name	Deprecated in
    failUnless	assertTrue()	3.1
    failIf	assertFalse()	3.1
    failUnlessEqual	assertEqual()	3.1
    failIfEqual	assertNotEqual()	3.1
    failUnlessAlmostEqual	assertAlmostEqual()	3.1
    failIfAlmostEqual	assertNotAlmostEqual()	3.1
    failUnlessRaises	assertRaises()	3.1
    assert_	assertTrue()	3.2
    assertEquals	assertEqual()	3.2
    assertNotEquals	assertNotEqual()	3.2
    assertAlmostEquals	assertAlmostEqual()	3.2
    assertNotAlmostEquals	assertNotAlmostEqual()	3.2
    assertRegexpMatches	assertRegex()	3.2
    assertRaisesRegexp	assertRaisesRegex()	3.2
    assertNotRegexpMatches	assertNotRegex()	3.5
    You can use https://github.com/isidentical/teyit to automatically modernise your unit tests.

  • Undocumented and broken TestCase methodassertDictContainsSubset (deprecated in Python 3.2).
  • Undocumented TestLoader.loadTestsFromModule parameter use_load_tests(deprecated and ignored since Python 3.5).
  • An alias of the TextTestResult class:_TextTestResult (deprecated in Python 3.2).
    (Contributed by Serhiy Storchaka in gh-89325.)

webbrowser¶

• Remove support for obsolete browsers from webbrowser. The removed browsers include: Grail, Mosaic, Netscape, Galeon, Skipstone, Iceape, Firebird, and Firefox versions 35 and below (gh-102871).

xml.etree.ElementTree¶

• Remove the ElementTree.Element.copy() method of the pure Python implementation, deprecated in Python 3.10, use thecopy.copy() function instead. The C implementation of xml.etree.ElementTreehas no copy() method, only a __copy__() method. (Contributed by Victor Stinner in gh-94383.)

zipimport¶

• Remove zipimport’s find_loader() and find_module() methods, deprecated in Python 3.10: use the find_spec() method instead. SeePEP 451 for the rationale. (Contributed by Victor Stinner in gh-94379.)

Others¶

• Remove the suspicious rule from the documentation Makefile andDoc/tools/rstlint.py, both in favor of sphinx-lint. (Contributed by Julien Palard in gh-98179.)
• Remove the keyfile and certfile parameters from theftplib, imaplib, poplib and smtplib modules, and the key_file, cert_file and check_hostname parameters from thehttp.client module, all deprecated since Python 3.6. Use the context parameter (ssl_context in imaplib) instead. (Contributed by Victor Stinner in gh-94172.)
• Remove Jython compatibility hacks from several stdlib modules and tests. (Contributed by Nikita Sobolev in gh-99482.)
• Remove _use_broken_old_ctypes_structure_semantics_ flag from ctypes module. (Contributed by Nikita Sobolev in gh-99285.)

Porting to Python 3.12¶

This section lists previously described changes and other bugfixes that may require changes to your code.

Changes in the Python API¶

• More strict rules are now applied for numerical group references and group names in regular expressions. Only sequence of ASCII digits is now accepted as a numerical reference. The group name in bytes patterns and replacement strings can now only contain ASCII letters and digits and underscore. (Contributed by Serhiy Storchaka in gh-91760.)
• Remove randrange() functionality deprecated since Python 3.10. Formerly,randrange(10.0) losslessly converted to randrange(10). Now, it raises aTypeError. Also, the exception raised for non-integer values such asrandrange(10.5) or randrange('10') has been changed from ValueError toTypeError. This also prevents bugs where randrange(1e25) would silently select from a larger range than randrange(10**25). (Originally suggested by Serhiy Storchaka gh-86388.)
• argparse.ArgumentParser changed encoding and error handler for reading arguments from file (e.g. fromfile_prefix_chars option) from default text encoding (e.g. locale.getpreferredencoding(False)) to filesystem encoding and error handler. Argument files should be encoded in UTF-8 instead of ANSI Codepage on Windows.
• Remove the asyncore-based smtpd module deprecated in Python 3.4.7 and 3.5.4. A recommended replacement is theasyncio-based aiosmtpd PyPI module.
• shlex.split(): Passing None for s argument now raises an exception, rather than reading sys.stdin. The feature was deprecated in Python 3.9. (Contributed by Victor Stinner in gh-94352.)
• The os module no longer accepts bytes-like paths, likebytearray and memoryview types: only the exactbytes type is accepted for bytes strings. (Contributed by Victor Stinner in gh-98393.)
• syslog.openlog() and syslog.closelog() now fail if used in subinterpreters.syslog.syslog() may still be used in subinterpreters, but now only if syslog.openlog() has already been called in the main interpreter. These new restrictions do not apply to the main interpreter, so only a very small set of users might be affected. This change helps with interpreter isolation. Furthermore, syslog is a wrapper around process-global resources, which are best managed from the main interpreter. (Contributed by Donghee Na in gh-99127.)
• The undocumented locking behavior of cached_property()is removed, because it locked across all instances of the class, leading to high lock contention. This means that a cached property getter function could now run more than once for a single instance, if two threads race. For most simple cached properties (e.g. those that are idempotent and simply calculate a value based on other attributes of the instance) this will be fine. If synchronization is needed, implement locking within the cached property getter function or around multi-threaded access points.
• sys._current_exceptions() now returns a mapping from thread-id to an exception instance, rather than to a (typ, exc, tb) tuple. (Contributed by Irit Katriel in gh-103176.)
• When extracting tar files using tarfile orshutil.unpack_archive(), pass the filter argument to limit features that may be surprising or dangerous. See Extraction filters for details.
• The output of the tokenize.tokenize() and tokenize.generate_tokens()functions is now changed due to the changes introduced in PEP 701. This means that STRING tokens are not emitted any more for f-strings and the tokens described in PEP 701 are now produced instead: FSTRING_START,FSTRING_MIDDLE and FSTRING_END are now emitted for f-string “string” parts in addition to the appropriate tokens for the tokenization in the expression components. For example for the f-string f"start {1+1} end"the old version of the tokenizer emitted:
  1,0-1,18: STRING 'f"start {1+1} end"'
  while the new version emits:
  1,0-1,2: FSTRING_START 'f"'
  1,2-1,8: FSTRING_MIDDLE 'start '
  1,8-1,9: OP '{'
  1,9-1,10: NUMBER '1'
  1,10-1,11: OP '+'
  1,11-1,12: NUMBER '1'
  1,12-1,13: OP '}'
  1,13-1,17: FSTRING_MIDDLE ' end'
  1,17-1,18: FSTRING_END '"'
  Additionally, there may be some minor behavioral changes as a consequence of the changes required to support PEP 701. Some of these changes include:
  • The type attribute of the tokens emitted when tokenizing some invalid Python characters such as ! has changed from ERRORTOKEN to OP.
  • Incomplete single-line strings now also raise tokenize.TokenError as incomplete multiline strings do.
  • Some incomplete or invalid Python code now raises tokenize.TokenError instead of returning arbitrary ERRORTOKEN tokens when tokenizing it.
  • Mixing tabs and spaces as indentation in the same file is not supported anymore and will raise a TabError.
• The threading module now expects the _thread module to have an _is_main_interpreter attribute. It is a function with no arguments that returns True if the current interpreter is the main interpreter.
  Any library or application that provides a custom _thread module should provide _is_main_interpreter(). (See gh-112826.)

Build Changes¶

• Python no longer uses setup.py to build shared C extension modules. Build parameters like headers and libraries are detected in configurescript. Extensions are built by Makefile. Most extensions usepkg-config and fall back to manual detection. (Contributed by Christian Heimes in gh-93939.)
• va_start() with two parameters, like va_start(args, format),is now required to build Python.va_start() is no longer called with a single parameter. (Contributed by Kumar Aditya in gh-93207.)
• CPython now uses the ThinLTO option as the default link time optimization policy if the Clang compiler accepts the flag. (Contributed by Donghee Na in gh-89536.)
• Add COMPILEALL_OPTS variable in Makefile to override compilealloptions (default: -j0) in make install. Also merged the 3compileall commands into a single command to build .pyc files for all optimization levels (0, 1, 2) at once. (Contributed by Victor Stinner in gh-99289.)
• Add platform triplets for 64-bit LoongArch:
  • loongarch64-linux-gnusf
  • loongarch64-linux-gnuf32
  • loongarch64-linux-gnu
    (Contributed by Zhang Na in gh-90656.)
• PYTHON_FOR_REGEN now require Python 3.10 or newer.
• Autoconf 2.71 and aclocal 1.16.4 is now required to regenerate!configure. (Contributed by Christian Heimes in gh-89886.)
• Windows builds and macOS installers from python.org now use OpenSSL 3.0.

C API Changes¶

New Features¶

• PEP 697: Introduce the Unstable C API tier, intended for low-level tools like debuggers and JIT compilers. This API may change in each minor release of CPython without deprecation warnings. Its contents are marked by the PyUnstable_ prefix in names.
  Code object constructors:
  • PyUnstable_Code_New() (renamed from PyCode_New)
  • PyUnstable_Code_NewWithPosOnlyArgs() (renamed from PyCode_NewWithPosOnlyArgs)
    Extra storage for code objects (PEP 523):
  • PyUnstable_Eval_RequestCodeExtraIndex() (renamed from _PyEval_RequestCodeExtraIndex)
  • PyUnstable_Code_GetExtra() (renamed from _PyCode_GetExtra)
  • PyUnstable_Code_SetExtra() (renamed from _PyCode_SetExtra)
    The original names will continue to be available until the respective API changes.
    (Contributed by Petr Viktorin in gh-101101.)
• PEP 697: Add an API for extending types whose instance memory layout is opaque:
  • PyType_Spec.basicsize can be zero or negative to specify inheriting or extending the base class size.
  • PyObject_GetTypeData() and PyType_GetTypeDataSize()added to allow access to subclass-specific instance data.
  • Py_TPFLAGS_ITEMS_AT_END and PyObject_GetItemData()added to allow safely extending certain variable-sized types, includingPyType_Type.
  • Py_RELATIVE_OFFSET added to allow definingmembers in terms of a subclass-specific struct.
    (Contributed by Petr Viktorin in gh-103509.)
• Add the new limited C API function PyType_FromMetaclass(), which generalizes the existing PyType_FromModuleAndSpec() using an additional metaclass argument. (Contributed by Wenzel Jakob in gh-93012.)
• API for creating objects that can be called usingthe vectorcall protocol was added to theLimited API:
  • Py_TPFLAGS_HAVE_VECTORCALL
  • PyVectorcall_NARGS()
  • PyVectorcall_Call()
  • vectorcallfunc
    The Py_TPFLAGS_HAVE_VECTORCALL flag is now removed from a class when the class’s __call__() method is reassigned. This makes vectorcall safe to use with mutable types (i.e. heap types without the immutable flag, Py_TPFLAGS_IMMUTABLETYPE). Mutable types that do not override tp_call now inherit the Py_TPFLAGS_HAVE_VECTORCALL flag. (Contributed by Petr Viktorin in gh-93274.)
    The Py_TPFLAGS_MANAGED_DICT and Py_TPFLAGS_MANAGED_WEAKREFflags have been added. This allows extensions classes to support object__dict__ and weakrefs with less bookkeeping, using less memory and with faster access.
• API for performing calls usingthe vectorcall protocol was added to theLimited API:
  • PyObject_Vectorcall()
  • PyObject_VectorcallMethod()
  • PY_VECTORCALL_ARGUMENTS_OFFSET
    This means that both the incoming and outgoing ends of the vector call protocol are now available in the Limited API. (Contributed by Wenzel Jakob in gh-98586.)
• Add two new public functions,PyEval_SetProfileAllThreads() andPyEval_SetTraceAllThreads(), that allow to set tracing and profiling functions in all running threads in addition to the calling one. (Contributed by Pablo Galindo in gh-93503.)
• Add new function PyFunction_SetVectorcall() to the C API which sets the vectorcall field of a given PyFunctionObject. (Contributed by Andrew Frost in gh-92257.)
• The C API now permits registering callbacks via PyDict_AddWatcher(),PyDict_Watch() and related APIs to be called whenever a dictionary is modified. This is intended for use by optimizing interpreters, JIT compilers, or debuggers. (Contributed by Carl Meyer in gh-91052.)
• Add PyType_AddWatcher() and PyType_Watch() API to register callbacks to receive notification on changes to a type. (Contributed by Carl Meyer in gh-91051.)
• Add PyCode_AddWatcher() and PyCode_ClearWatcher()APIs to register callbacks to receive notification on creation and destruction of code objects. (Contributed by Itamar Oren in gh-91054.)
• Add PyFrame_GetVar() and PyFrame_GetVarString() functions to get a frame variable by its name. (Contributed by Victor Stinner in gh-91248.)
• Add PyErr_GetRaisedException() and PyErr_SetRaisedException()for saving and restoring the current exception. These functions return and accept a single exception object, rather than the triple arguments of the now-deprecatedPyErr_Fetch() and PyErr_Restore(). This is less error prone and a bit more efficient. (Contributed by Mark Shannon in gh-101578.)
• Add _PyErr_ChainExceptions1, which takes an exception instance, to replace the legacy-API _PyErr_ChainExceptions, which is now deprecated. (Contributed by Mark Shannon in gh-101578.)
• Add PyException_GetArgs() and PyException_SetArgs()as convenience functions for retrieving and modifying the args passed to the exception’s constructor. (Contributed by Mark Shannon in gh-101578.)
• Add PyErr_DisplayException(), which takes an exception instance, to replace the legacy-api PyErr_Display(). (Contributed by Irit Katriel in gh-102755).
• PEP 683: Introduce Immortal Objects, which allows objects to bypass reference counts, and related changes to the C-API:
  • _Py_IMMORTAL_REFCNT: The reference count that defines an object
    as immortal.
  • _Py_IsImmortal Checks if an object has the immortal reference count.
  • PyObject_HEAD_INIT This will now initialize reference count to
    _Py_IMMORTAL_REFCNT when used with Py_BUILD_CORE.
  • SSTATE_INTERNED_IMMORTAL An identifier for interned unicode objects
    that are immortal.
  • SSTATE_INTERNED_IMMORTAL_STATIC An identifier for interned unicode
    objects that are immortal and static
  • sys.getunicodeinternedsize This returns the total number of unicode
    objects that have been interned. This is now needed for refleak.py to correctly track reference counts and allocated blocks
    (Contributed by Eddie Elizondo in gh-84436.)
• PEP 684: Add the new Py_NewInterpreterFromConfig()function and PyInterpreterConfig, which may be used to create sub-interpreters with their own GILs. (See PEP 684: A Per-Interpreter GIL for more info.) (Contributed by Eric Snow in gh-104110.)
• In the limited C API version 3.12, Py_INCREF() andPy_DECREF() functions are now implemented as opaque function calls to hide implementation details. (Contributed by Victor Stinner in gh-105387.)

Porting to Python 3.12¶

• Legacy Unicode APIs based on Py_UNICODE* representation has been removed. Please migrate to APIs based on UTF-8 or wchar_t*.
• Argument parsing functions like PyArg_ParseTuple() doesn’t supportPy_UNICODE* based format (e.g. u, Z) anymore. Please migrate to other formats for Unicode like s, z, es, and U.
• tp_weaklist for all static builtin types is always NULL. This is an internal-only field on PyTypeObjectbut we’re pointing out the change in case someone happens to be accessing the field directly anyway. To avoid breakage, consider using the existing public C-API instead, or, if necessary, the (internal-only) _PyObject_GET_WEAKREFS_LISTPTR() macro.
• This internal-only PyTypeObject.tp_subclasses may now not be a valid object pointer. Its type was changed to void* to reflect this. We mention this in case someone happens to be accessing the internal-only field directly.
  To get a list of subclasses, call the Python method__subclasses__() (using PyObject_CallMethod(), for example).
• Add support of more formatting options (left aligning, octals, uppercase hexadecimals, intmax_t, ptrdiff_t, wchar_t C strings, variable width and precision) in PyUnicode_FromFormat() andPyUnicode_FromFormatV(). (Contributed by Serhiy Storchaka in gh-98836.)
• An unrecognized format character in PyUnicode_FromFormat() andPyUnicode_FromFormatV() now sets a SystemError. In previous versions it caused all the rest of the format string to be copied as-is to the result string, and any extra arguments discarded. (Contributed by Serhiy Storchaka in gh-95781.)
• Fix wrong sign placement in PyUnicode_FromFormat() andPyUnicode_FromFormatV(). (Contributed by Philip Georgi in gh-95504.)
• Extension classes wanting to add a __dict__ or weak reference slot should use Py_TPFLAGS_MANAGED_DICT andPy_TPFLAGS_MANAGED_WEAKREF instead of tp_dictoffset andtp_weaklistoffset, respectively. The use of tp_dictoffset and tp_weaklistoffset is still supported, but does not fully support multiple inheritance (gh-95589), and performance may be worse. Classes declaring Py_TPFLAGS_MANAGED_DICT must call_PyObject_VisitManagedDict() and _PyObject_ClearManagedDict()to traverse and clear their instance’s dictionaries. To clear weakrefs, call PyObject_ClearWeakRefs(), as before.
• The PyUnicode_FSDecoder() function no longer accepts bytes-like paths, like bytearray and memoryview types: only the exactbytes type is accepted for bytes strings. (Contributed by Victor Stinner in gh-98393.)
• The Py_CLEAR, Py_SETREF and Py_XSETREFmacros now only evaluate their arguments once. If an argument has side effects, these side effects are no longer duplicated. (Contributed by Victor Stinner in gh-98724.)
• The interpreter’s error indicator is now always normalized. This means that PyErr_SetObject(), PyErr_SetString() and the other functions that set the error indicator now normalize the exception before storing it. (Contributed by Mark Shannon in gh-101578.)
• _Py_RefTotal is no longer authoritative and only kept around for ABI compatibility. Note that it is an internal global and only available on debug builds. If you happen to be using it then you’ll need to start using _Py_GetGlobalRefTotal().
• The following functions now select an appropriate metaclass for the newly created type:
  • PyType_FromSpec()
  • PyType_FromSpecWithBases()
  • PyType_FromModuleAndSpec()
    Creating classes whose metaclass overrides tp_newis deprecated, and in Python 3.14+ it will be disallowed. Note that these functions ignore tp_new of the metaclass, possibly allowing incomplete initialization.
    Note that PyType_FromMetaclass() (added in Python 3.12) already disallows creating classes whose metaclass overrides tp_new(__new__() in Python).
    Since tp_new overrides almost everything PyType_From* functions do, the two are incompatible with each other. The existing behavior – ignoring the metaclass for several steps of type creation – is unsafe in general, since (meta)classes assume thattp_new was called. There is no simple general workaround. One of the following may work for you:
  • If you control the metaclass, avoid using tp_new in it:
    * If initialization can be skipped, it can be done intp_init instead.
    * If the metaclass doesn’t need to be instantiated from Python, set its tp_new to NULL using the Py_TPFLAGS_DISALLOW_INSTANTIATION flag. This makes it acceptable for PyType_From* functions.
  • Avoid PyType_From* functions: if you don’t need C-specific features (slots or setting the instance size), create types by callingthe metaclass.
  • If you know the tp_new can be skipped safely, filter the deprecation warning out using warnings.catch_warnings() from Python.
• PyOS_InputHook and PyOS_ReadlineFunctionPointer are no longer called in subinterpreters. This is because clients generally rely on process-wide global state (since these callbacks have no way of recovering extension module state).
  This also avoids situations where extensions may find themselves running in a subinterpreter that they don’t support (or haven’t yet been loaded in). Seegh-104668 for more info.
• PyLongObject has had its internals changed for better performance. Although the internals of PyLongObject are private, they are used by some extension modules. The internal fields should no longer be accessed directly, instead the API functions beginning PyLong_... should be used instead. Two new unstable API functions are provided for efficient access to the value of PyLongObjects which fit into a single machine word:
  • PyUnstable_Long_IsCompact()
  • PyUnstable_Long_CompactValue()
• Custom allocators, set via PyMem_SetAllocator(), are now required to be thread-safe, regardless of memory domain. Allocators that don’t have their own state, including “hooks”, are not affected. If your custom allocator is not already thread-safe and you need guidance then please create a new GitHub issue and CC @ericsnowcurrently.

Deprecated¶

• In accordance with PEP 699, the ma_version_tag field in PyDictObjectis deprecated for extension modules. Accessing this field will generate a compiler warning at compile time. This field will be removed in Python 3.14. (Contributed by Ramvikrams and Kumar Aditya in gh-101193. PEP by Ken Jin.)
• Deprecate global configuration variable:
  • Py_DebugFlag: use PyConfig.parser_debug
  • Py_VerboseFlag: use PyConfig.verbose
  • Py_QuietFlag: use PyConfig.quiet
  • Py_InteractiveFlag: use PyConfig.interactive
  • Py_InspectFlag: use PyConfig.inspect
  • Py_OptimizeFlag: use PyConfig.optimization_level
  • Py_NoSiteFlag: use PyConfig.site_import
  • Py_BytesWarningFlag: use PyConfig.bytes_warning
  • Py_FrozenFlag: use PyConfig.pathconfig_warnings
  • Py_IgnoreEnvironmentFlag: use PyConfig.use_environment
  • Py_DontWriteBytecodeFlag: use PyConfig.write_bytecode
  • Py_NoUserSiteDirectory: use PyConfig.user_site_directory
  • Py_UnbufferedStdioFlag: use PyConfig.buffered_stdio
  • Py_HashRandomizationFlag: use PyConfig.use_hash_seedand PyConfig.hash_seed
  • Py_IsolatedFlag: use PyConfig.isolated
  • Py_LegacyWindowsFSEncodingFlag: use PyPreConfig.legacy_windows_fs_encoding
  • Py_LegacyWindowsStdioFlag: use PyConfig.legacy_windows_stdio
  • Py_FileSystemDefaultEncoding: use PyConfig.filesystem_encoding
  • Py_HasFileSystemDefaultEncoding: use PyConfig.filesystem_encoding
  • Py_FileSystemDefaultEncodeErrors: use PyConfig.filesystem_errors
  • Py_UTF8Mode: use PyPreConfig.utf8_mode (see Py_PreInitialize())
    The Py_InitializeFromConfig() API should be used withPyConfig instead. (Contributed by Victor Stinner in gh-77782.)
• Creating immutable types with mutable bases is deprecated and will be disabled in Python 3.14. (gh-95388)
• The structmember.h header is deprecated, though it continues to be available and there are no plans to remove it.
  Its contents are now available just by including Python.h, with a Py prefix added if it was missing:
  • PyMemberDef, PyMember_GetOne() andPyMember_SetOne()
  • Type macros like Py_T_INT, Py_T_DOUBLE, etc. (previously T_INT, T_DOUBLE, etc.)
  • The flags Py_READONLY (previously READONLY) andPy_AUDIT_READ (previously all uppercase)
    Several items are not exposed from Python.h:
  • T_OBJECT (use Py_T_OBJECT_EX)
  • T_NONE (previously undocumented, and pretty quirky)
  • The macro WRITE_RESTRICTED which does nothing.
  • The macros RESTRICTED and READ_RESTRICTED, equivalents ofPy_AUDIT_READ.
  • In some configurations, <stddef.h> is not included from Python.h. It should be included manually when using offsetof().
    The deprecated header continues to provide its original contents under the original names. Your old code can stay unchanged, unless the extra include and non-namespaced macros bother you greatly.
    (Contributed in gh-47146 by Petr Viktorin, based on earlier work by Alexander Belopolsky and Matthias Braun.)
• PyErr_Fetch() and PyErr_Restore() are deprecated. Use PyErr_GetRaisedException() andPyErr_SetRaisedException() instead. (Contributed by Mark Shannon in gh-101578.)
• PyErr_Display() is deprecated. Use PyErr_DisplayException()instead. (Contributed by Irit Katriel in gh-102755).
• _PyErr_ChainExceptions is deprecated. Use _PyErr_ChainExceptions1instead. (Contributed by Irit Katriel in gh-102192.)
• Using PyType_FromSpec(), PyType_FromSpecWithBases()or PyType_FromModuleAndSpec() to create a class whose metaclass overrides tp_new is deprecated. Call the metaclass instead.

Pending Removal in Python 3.14¶

• The ma_version_tag field in PyDictObject for extension modules (PEP 699; gh-101193).
• Creating immutable types with mutable bases (gh-95388).
• Functions to configure Python’s initialization, deprecated in Python 3.11:
  • PySys_SetArgvEx(): Set PyConfig.argv instead.
  • PySys_SetArgv(): Set PyConfig.argv instead.
  • Py_SetProgramName(): Set PyConfig.program_name instead.
  • Py_SetPythonHome(): Set PyConfig.home instead.
    The Py_InitializeFromConfig() API should be used withPyConfig instead.
• Global configuration variables:
  • Py_DebugFlag: Use PyConfig.parser_debug instead.
  • Py_VerboseFlag: Use PyConfig.verbose instead.
  • Py_QuietFlag: Use PyConfig.quiet instead.
  • Py_InteractiveFlag: Use PyConfig.interactive instead.
  • Py_InspectFlag: Use PyConfig.inspect instead.
  • Py_OptimizeFlag: Use PyConfig.optimization_level instead.
  • Py_NoSiteFlag: Use PyConfig.site_import instead.
  • Py_BytesWarningFlag: Use PyConfig.bytes_warning instead.
  • Py_FrozenFlag: Use PyConfig.pathconfig_warnings instead.
  • Py_IgnoreEnvironmentFlag: Use PyConfig.use_environment instead.
  • Py_DontWriteBytecodeFlag: Use PyConfig.write_bytecode instead.
  • Py_NoUserSiteDirectory: Use PyConfig.user_site_directory instead.
  • Py_UnbufferedStdioFlag: Use PyConfig.buffered_stdio instead.
  • Py_HashRandomizationFlag: Use PyConfig.use_hash_seedand PyConfig.hash_seed instead.
  • Py_IsolatedFlag: Use PyConfig.isolated instead.
  • Py_LegacyWindowsFSEncodingFlag: Use PyPreConfig.legacy_windows_fs_encoding instead.
  • Py_LegacyWindowsStdioFlag: Use PyConfig.legacy_windows_stdio instead.
  • Py_FileSystemDefaultEncoding: Use PyConfig.filesystem_encoding instead.
  • Py_HasFileSystemDefaultEncoding: Use PyConfig.filesystem_encoding instead.
  • Py_FileSystemDefaultEncodeErrors: Use PyConfig.filesystem_errors instead.
  • Py_UTF8Mode: Use PyPreConfig.utf8_mode instead. (see Py_PreInitialize())
    The Py_InitializeFromConfig() API should be used withPyConfig instead.

Pending Removal in Python 3.15¶

• The bundled copy of libmpdecimal.
• The PyImport_ImportModuleNoBlock(): Use PyImport_ImportModule() instead.
• PyWeakref_GetObject() and PyWeakref_GET_OBJECT(): Use PyWeakref_GetRef() instead.
• Py_UNICODE type and the Py_UNICODE_WIDE macro: Use wchar_t instead.
• Python initialization functions:
  • PySys_ResetWarnOptions(): Clear sys.warnoptions and warnings.filters instead.
  • Py_GetExecPrefix(): Get sys.base_exec_prefix and sys.exec_prefix instead.
  • Py_GetPath(): Get sys.path instead.
  • Py_GetPrefix(): Get sys.base_prefix and sys.prefix instead.
  • Py_GetProgramFullPath(): Get sys.executable instead.
  • Py_GetProgramName(): Get sys.executable instead.
  • Py_GetPythonHome(): Get PyConfig.homeor the PYTHONHOME environment variable instead.

Pending Removal in Future Versions¶

The following APIs are deprecated and will be removed, although there is currently no date scheduled for their removal.

• Py_TPFLAGS_HAVE_FINALIZE: Unneeded since Python 3.8.
• PyErr_Fetch(): Use PyErr_GetRaisedException() instead.
• PyErr_NormalizeException(): Use PyErr_GetRaisedException() instead.
• PyErr_Restore(): Use PyErr_SetRaisedException() instead.
• PyModule_GetFilename(): Use PyModule_GetFilenameObject() instead.
• PyOS_AfterFork(): Use PyOS_AfterFork_Child() instead.
• PySlice_GetIndicesEx(): Use PySlice_Unpack() and PySlice_AdjustIndices() instead.
• PyUnicode_AsDecodedObject(): Use PyCodec_Decode() instead.
• PyUnicode_AsDecodedUnicode(): Use PyCodec_Decode() instead.
• PyUnicode_AsEncodedObject(): Use PyCodec_Encode() instead.
• PyUnicode_AsEncodedUnicode(): Use PyCodec_Encode() instead.
• PyUnicode_READY(): Unneeded since Python 3.12
• PyErr_Display(): Use PyErr_DisplayException() instead.
• _PyErr_ChainExceptions(): Use _PyErr_ChainExceptions1() instead.
• PyBytesObject.ob_shash member: call PyObject_Hash() instead.
• PyDictObject.ma_version_tag member.
• Thread Local Storage (TLS) API:
  • PyThread_create_key(): Use PyThread_tss_alloc() instead.
  • PyThread_delete_key(): Use PyThread_tss_free() instead.
  • PyThread_set_key_value(): Use PyThread_tss_set() instead.
  • PyThread_get_key_value(): Use PyThread_tss_get() instead.
  • PyThread_delete_key_value(): Use PyThread_tss_delete() instead.
  • PyThread_ReInitTLS(): Unneeded since Python 3.7.

Removed¶

• Remove the token.h header file. There was never any public tokenizer C API. The token.h header file was only designed to be used by Python internals. (Contributed by Victor Stinner in gh-92651.)
• Legacy Unicode APIs have been removed. See PEP 623 for detail.
  • PyUnicode_WCHAR_KIND
  • PyUnicode_AS_UNICODE()
  • PyUnicode_AsUnicode()
  • PyUnicode_AsUnicodeAndSize()
  • PyUnicode_AS_DATA()
  • PyUnicode_FromUnicode()
  • PyUnicode_GET_SIZE()
  • PyUnicode_GetSize()
  • PyUnicode_GET_DATA_SIZE()
• Remove the PyUnicode_InternImmortal() function macro. (Contributed by Victor Stinner in gh-85858.)