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What's New In Python 3.9
Editor : Łukasz Langa
* Anyone can add text to this document. Your text might get rewritten to some degree.
* The maintainer will go through Misc/NEWS periodically and add changes; it's therefore more important to add your changes to Misc/NEWS than to this file.
* This is not a complete list of every single change; completeness is the purpose of Misc/NEWS. Some changes will be too small or esoteric to include. If such a change is added to the text, it might get removed during final editing.
* If you want to draw your new text to the attention of the maintainer, add 'XXX' to the beginning of the paragraph or section.
* It's OK to just add a fragmentary note about a change. For example: "XXX Describe the transmogrify() function added to the socket module." The maintainer will research the change and write the necessary text.
* You can comment out your additions if you like, but it's not necessary (especially when a final release is some months away).
* Credit the author of a patch or bugfix. Just the name is sufficient; the e-mail address isn't necessary.
- It's helpful to add the bug/patch number as a comment:
XXX Describe the transmogrify() function added to the socket module. (Contributed by P.Y. Developer in
12345{.interpreted-text role="issue"}.)This saves the maintainer the effort of going through the Mercurial log when researching a change.
This article explains the new features in Python 3.9, compared to 3.8. Python 3.9 was released on October 5, 2020. For full details, see the changelog <changelog>{.interpreted-text role="ref"}.
::: seealso
596{.interpreted-text role="pep"} - Python 3.9 Release Schedule
:::
Summary -- Release highlights
New syntax features:
584{.interpreted-text role="pep"}, union operators added todict;585{.interpreted-text role="pep"}, type hinting generics in standard collections;614{.interpreted-text role="pep"}, relaxed grammar restrictions on decorators.
New built-in features:
616{.interpreted-text role="pep"}, string methods to remove prefixes and suffixes.
New features in the standard library:
593{.interpreted-text role="pep"}, flexible function and variable annotations;os.pidfd_open{.interpreted-text role="func"} added that allows process management without races and signals.
Interpreter improvements:
573{.interpreted-text role="pep"}, fast access to module state from methods of C extension types;617{.interpreted-text role="pep"}, CPython now uses a new parser based on PEG;- a number of Python builtins (range, tuple, set, frozenset, list, dict) are now sped up using
590{.interpreted-text role="pep"} vectorcall; - garbage collection does not block on resurrected objects;
- a number of Python modules (
!_abc{.interpreted-text role="mod"},!audioop{.interpreted-text role="mod"},!_bz2{.interpreted-text role="mod"},!_codecs{.interpreted-text role="mod"},!_contextvars{.interpreted-text role="mod"},!_crypt{.interpreted-text role="mod"},!_functools{.interpreted-text role="mod"},!_json{.interpreted-text role="mod"},!_locale{.interpreted-text role="mod"},math{.interpreted-text role="mod"},operator{.interpreted-text role="mod"},resource{.interpreted-text role="mod"},time{.interpreted-text role="mod"},!_weakref{.interpreted-text role="mod"}) now use multiphase initialization as defined by PEP 489; - a number of standard library modules (
!audioop{.interpreted-text role="mod"},ast{.interpreted-text role="mod"},grp{.interpreted-text role="mod"},!_hashlib{.interpreted-text role="mod"},pwd{.interpreted-text role="mod"},!_posixsubprocess{.interpreted-text role="mod"},random{.interpreted-text role="mod"},select{.interpreted-text role="mod"},struct{.interpreted-text role="mod"},termios{.interpreted-text role="mod"},zlib{.interpreted-text role="mod"}) are now using the stable ABI defined by PEP 384.
New library modules:
615{.interpreted-text role="pep"}, the IANA Time Zone Database is now present in the standard library in thezoneinfo{.interpreted-text role="mod"} module;- an implementation of a topological sort of a graph is now provided in the new
graphlib{.interpreted-text role="mod"} module.
Release process changes:
602{.interpreted-text role="pep"}, CPython adopts an annual release cycle.
You should check for DeprecationWarning in your code
When Python 2.7 was still supported, a lot of functionality in Python 3 was kept for backward compatibility with Python 2.7. With the end of Python 2 support, these backward compatibility layers have been removed, or will be removed soon. Most of them emitted a DeprecationWarning{.interpreted-text role="exc"} warning for several years. For example, using collections.Mapping instead of collections.abc.Mapping emits a DeprecationWarning{.interpreted-text role="exc"} since Python 3.3, released in 2012.
Test your application with the -W{.interpreted-text role="option"} default command-line option to see DeprecationWarning{.interpreted-text role="exc"} and PendingDeprecationWarning{.interpreted-text role="exc"}, or even with -W{.interpreted-text role="option"} error to treat them as errors. Warnings Filter <warning-filter>{.interpreted-text role="ref"} can be used to ignore warnings from third-party code.
Python 3.9 is the last version providing those Python 2 backward compatibility layers, to give more time to Python projects maintainers to organize the removal of the Python 2 support and add support for Python 3.9.
Aliases to Abstract Base Classes <collections-abstract-base-classes>{.interpreted-text role="ref"} in the collections{.interpreted-text role="mod"} module, like collections.Mapping alias to collections.abc.Mapping{.interpreted-text role="class"}, are kept for one last release for backward compatibility. They will be removed from Python 3.10.
More generally, try to run your tests in the Python Development Mode <devmode>{.interpreted-text role="ref"} which helps to prepare your code to make it compatible with the next Python version.
Note: a number of pre-existing deprecations were removed in this version of Python as well. Consult the removed-in-python-39{.interpreted-text role="ref"} section.
New Features
Dictionary Merge & Update Operators
Merge (|) and update (|=) operators have been added to the built-in dict{.interpreted-text role="class"} class. Those complement the existing dict.update and {**d1, **d2} methods of merging dictionaries.
Example:
>>> x = {"key1": "value1 from x", "key2": "value2 from x"}
>>> y = {"key2": "value2 from y", "key3": "value3 from y"}
>>> x | y
{'key1': 'value1 from x', 'key2': 'value2 from y', 'key3': 'value3 from y'}
>>> y | x
{'key2': 'value2 from x', 'key3': 'value3 from y', 'key1': 'value1 from x'}
See 584{.interpreted-text role="pep"} for a full description. (Contributed by Brandt Bucher in 36144{.interpreted-text role="issue"}.)
New String Methods to Remove Prefixes and Suffixes
str.removeprefix(prefix)<str.removeprefix>{.interpreted-text role="meth"} and str.removesuffix(suffix)<str.removesuffix>{.interpreted-text role="meth"} have been added to easily remove an unneeded prefix or a suffix from a string. Corresponding bytes, bytearray, and collections.UserString methods have also been added. See 616{.interpreted-text role="pep"} for a full description. (Contributed by Dennis Sweeney in 39939{.interpreted-text role="issue"}.)
Type Hinting Generics in Standard Collections
In type annotations you can now use built-in collection types such as list and dict as generic types instead of importing the corresponding capitalized types (e.g. List or Dict) from typing. Some other types in the standard library are also now generic, for example queue.Queue.
Example:
def greet_all(names: list[str]) -> None:
for name in names:
print("Hello", name)
See 585{.interpreted-text role="pep"} for more details. (Contributed by Guido van Rossum, Ethan Smith, and Batuhan Taşkaya in 39481{.interpreted-text role="issue"}.)
New Parser
Python 3.9 uses a new parser, based on PEG instead of LL(1). The new parser's performance is roughly comparable to that of the old parser, but the PEG formalism is more flexible than LL(1) when it comes to designing new language features. We'll start using this flexibility in Python 3.10 and later.
The ast{.interpreted-text role="mod"} module uses the new parser and produces the same AST as the old parser.
In Python 3.10, the old parser will be deleted and so will all functionality that depends on it (primarily the !parser{.interpreted-text role="mod"} module, which has long been deprecated). In Python 3.9 only, you can switch back to the LL(1) parser using a command line switch (-X oldparser) or an environment variable (PYTHONOLDPARSER=1).
See 617{.interpreted-text role="pep"} for more details. (Contributed by Guido van Rossum, Pablo Galindo and Lysandros Nikolaou in 40334{.interpreted-text role="issue"}.)
Other Language Changes
__import__{.interpreted-text role="func"} now raisesImportError{.interpreted-text role="exc"} instead ofValueError{.interpreted-text role="exc"}, which used to occur when a relative import went past its top-level package. (Contributed by Ngalim Siregar in37444{.interpreted-text role="issue"}.)Python now gets the absolute path of the script filename specified on the command line (ex:
python3 script.py): the__file__attribute of the__main__{.interpreted-text role="mod"} module became an absolute path, rather than a relative path. These paths now remain valid after the current directory is changed byos.chdir{.interpreted-text role="func"}. As a side effect, the traceback also displays the absolute path for__main__{.interpreted-text role="mod"} module frames in this case. (Contributed by Victor Stinner in20443{.interpreted-text role="issue"}.)In the
Python Development Mode <devmode>{.interpreted-text role="ref"} and indebug build <debug-build>{.interpreted-text role="ref"}, the encoding and errors arguments are now checked for string encoding and decoding operations. Examples:open{.interpreted-text role="func"},str.encode{.interpreted-text role="meth"} andbytes.decode{.interpreted-text role="meth"}.By default, for best performance, the errors argument is only checked at the first encoding/decoding error and the encoding argument is sometimes ignored for empty strings. (Contributed by Victor Stinner in
37388{.interpreted-text role="issue"}.)"".replace("", s, n)now returnssinstead of an empty string for all non-zeron. It is now consistent with"".replace("", s). There are similar changes forbytes{.interpreted-text role="class"} andbytearray{.interpreted-text role="class"} objects. (Contributed by Serhiy Storchaka in28029{.interpreted-text role="issue"}.)Any valid expression can now be used as a
decorator{.interpreted-text role="term"}. Previously, the grammar was much more restrictive. See614{.interpreted-text role="pep"} for details. (Contributed by Brandt Bucher in39702{.interpreted-text role="issue"}.)Improved help for the
typing{.interpreted-text role="mod"} module. Docstrings are now shown for all special forms and special generic aliases (likeUnionandList). Usinghelp{.interpreted-text role="func"} with generic alias likeList[int]will show the help for the correspondent concrete type (listin this case). (Contributed by Serhiy Storchaka in40257{.interpreted-text role="issue"}.)Parallel running of
~agen.aclose{.interpreted-text role="meth"} /~agen.asend{.interpreted-text role="meth"} /~agen.athrow{.interpreted-text role="meth"} is now prohibited, andag_runningnow reflects the actual running status of the async generator. (Contributed by Yury Selivanov in30773{.interpreted-text role="issue"}.)Unexpected errors in calling the
__iter__method are no longer masked byTypeErrorin thein{.interpreted-text role="keyword"} operator and functions~operator.contains{.interpreted-text role="func"},~operator.indexOf{.interpreted-text role="func"} and~operator.countOf{.interpreted-text role="func"} of theoperator{.interpreted-text role="mod"} module. (Contributed by Serhiy Storchaka in40824{.interpreted-text role="issue"}.)Unparenthesized lambda expressions can no longer be the expression part in an
ifclause in comprehensions and generator expressions. See41848{.interpreted-text role="issue"} and43755{.interpreted-text role="issue"} for details.
New Modules
zoneinfo
The zoneinfo{.interpreted-text role="mod"} module brings support for the IANA time zone database to the standard library. It adds zoneinfo.ZoneInfo{.interpreted-text role="class"}, a concrete datetime.tzinfo{.interpreted-text role="class"} implementation backed by the system's time zone data.
Example:
>>> from zoneinfo import ZoneInfo
>>> from datetime import datetime, timedelta
>>> # Daylight saving time
>>> dt = datetime(2020, 10, 31, 12, tzinfo=ZoneInfo("America/Los_Angeles"))
>>> print(dt)
2020-10-31 12:00:00-07:00
>>> dt.tzname()
'PDT'
>>> # Standard time
>>> dt += timedelta(days=7)
>>> print(dt)
2020-11-07 12:00:00-08:00
>>> print(dt.tzname())
PST
As a fall-back source of data for platforms that don't ship the IANA database, the tzdata{.interpreted-text role="pypi"} module was released as a first-party package -- distributed via PyPI and maintained by the CPython core team.
::: seealso
615{.interpreted-text role="pep"} -- Support for the IANA Time Zone Database in the Standard Library
: PEP written and implemented by Paul Ganssle :::
graphlib
A new module, graphlib{.interpreted-text role="mod"}, was added that contains the graphlib.TopologicalSorter{.interpreted-text role="class"} class to offer functionality to perform topological sorting of graphs. (Contributed by Pablo Galindo, Tim Peters and Larry Hastings in 17005{.interpreted-text role="issue"}.)
Improved Modules
ast
Added the indent option to ~ast.dump{.interpreted-text role="func"} which allows it to produce a multiline indented output. (Contributed by Serhiy Storchaka in 37995{.interpreted-text role="issue"}.)
Added ast.unparse{.interpreted-text role="func"} as a function in the ast{.interpreted-text role="mod"} module that can be used to unparse an ast.AST{.interpreted-text role="class"} object and produce a string with code that would produce an equivalent ast.AST{.interpreted-text role="class"} object when parsed. (Contributed by Pablo Galindo and Batuhan Taskaya in 38870{.interpreted-text role="issue"}.)
Added docstrings to AST nodes that contains the ASDL signature used to construct that node. (Contributed by Batuhan Taskaya in 39638{.interpreted-text role="issue"}.)
asyncio
Due to significant security concerns, the reuse_address parameter of asyncio.loop.create_datagram_endpoint{.interpreted-text role="meth"} is no longer supported. This is because of the behavior of the socket option SO_REUSEADDR in UDP. For more details, see the documentation for loop.create_datagram_endpoint(). (Contributed by Kyle Stanley, Antoine Pitrou, and Yury Selivanov in 37228{.interpreted-text role="issue"}.)
Added a new coroutine{.interpreted-text role="term"} ~asyncio.loop.shutdown_default_executor{.interpreted-text role="meth"} that schedules a shutdown for the default executor that waits on the ~concurrent.futures.ThreadPoolExecutor{.interpreted-text role="class"} to finish closing. Also, asyncio.run{.interpreted-text role="func"} has been updated to use the new coroutine{.interpreted-text role="term"}. (Contributed by Kyle Stanley in 34037{.interpreted-text role="issue"}.)
Added !asyncio.PidfdChildWatcher{.interpreted-text role="class"}, a Linux-specific child watcher implementation that polls process file descriptors. (38692{.interpreted-text role="issue"})
Added a new coroutine{.interpreted-text role="term"} asyncio.to_thread{.interpreted-text role="func"}. It is mainly used for running IO-bound functions in a separate thread to avoid blocking the event loop, and essentially works as a high-level version of ~asyncio.loop.run_in_executor{.interpreted-text role="meth"} that can directly take keyword arguments. (Contributed by Kyle Stanley and Yury Selivanov in 32309{.interpreted-text role="issue"}.)
When cancelling the task due to a timeout, asyncio.wait_for{.interpreted-text role="meth"} will now wait until the cancellation is complete also in the case when timeout is <= 0, like it does with positive timeouts. (Contributed by Elvis Pranskevichus in 32751{.interpreted-text role="issue"}.)
asyncio{.interpreted-text role="mod"} now raises TypeError{.interpreted-text role="exc"} when calling incompatible methods with an ssl.SSLSocket{.interpreted-text role="class"} socket. (Contributed by Ido Michael in 37404{.interpreted-text role="issue"}.)
compileall
Added new possibility to use hardlinks for duplicated .pyc files: hardlink_dupes parameter and --hardlink-dupes command line option. (Contributed by Lumír 'Frenzy' Balhar in 40495{.interpreted-text role="issue"}.)
Added new options for path manipulation in resulting .pyc files: stripdir, prependdir, limit_sl_dest parameters and -s, -p, -e command line options. Added the possibility to specify the option for an optimization level multiple times. (Contributed by Lumír 'Frenzy' Balhar in 38112{.interpreted-text role="issue"}.)
concurrent.futures
Added a new cancel_futures parameter to concurrent.futures.Executor.shutdown{.interpreted-text role="meth"} that cancels all pending futures which have not started running, instead of waiting for them to complete before shutting down the executor. (Contributed by Kyle Stanley in 39349{.interpreted-text role="issue"}.)
Removed daemon threads from ~concurrent.futures.ThreadPoolExecutor{.interpreted-text role="class"} and ~concurrent.futures.ProcessPoolExecutor{.interpreted-text role="class"}. This improves compatibility with subinterpreters and predictability in their shutdown processes. (Contributed by Kyle Stanley in 39812{.interpreted-text role="issue"}.)
Workers in ~concurrent.futures.ProcessPoolExecutor{.interpreted-text role="class"} are now spawned on demand, only when there are no available idle workers to reuse. This optimizes startup overhead and reduces the amount of lost CPU time to idle workers. (Contributed by Kyle Stanley in 39207{.interpreted-text role="issue"}.)
curses
Added curses.get_escdelay{.interpreted-text role="func"}, curses.set_escdelay{.interpreted-text role="func"}, curses.get_tabsize{.interpreted-text role="func"}, and curses.set_tabsize{.interpreted-text role="func"} functions. (Contributed by Anthony Sottile in 38312{.interpreted-text role="issue"}.)
datetime
The ~datetime.date.isocalendar{.interpreted-text role="meth"} of datetime.date{.interpreted-text role="class"} and ~datetime.datetime.isocalendar{.interpreted-text role="meth"} of datetime.datetime{.interpreted-text role="class"} methods now returns a ~collections.namedtuple{.interpreted-text role="func"} instead of a tuple{.interpreted-text role="class"}. (Contributed by Donghee Na in 24416{.interpreted-text role="issue"}.)
distutils
The upload{.interpreted-text role="command"} command now creates SHA2-256 and Blake2b-256 hash digests. It skips MD5 on platforms that block MD5 digest. (Contributed by Christian Heimes in 40698{.interpreted-text role="issue"}.)
fcntl
Added constants !fcntl.F_OFD_GETLK{.interpreted-text role="const"}, !fcntl.F_OFD_SETLK{.interpreted-text role="const"} and !fcntl.F_OFD_SETLKW{.interpreted-text role="const"}. (Contributed by Donghee Na in 38602{.interpreted-text role="issue"}.)
ftplib
~ftplib.FTP{.interpreted-text role="class"} and ~ftplib.FTP_TLS{.interpreted-text role="class"} now raise a ValueError{.interpreted-text role="class"} if the given timeout for their constructor is zero to prevent the creation of a non-blocking socket. (Contributed by Donghee Na in 39259{.interpreted-text role="issue"}.)
gc
When the garbage collector makes a collection in which some objects resurrect (they are reachable from outside the isolated cycles after the finalizers have been executed), do not block the collection of all objects that are still unreachable. (Contributed by Pablo Galindo and Tim Peters in 38379{.interpreted-text role="issue"}.)
Added a new function gc.is_finalized{.interpreted-text role="func"} to check if an object has been finalized by the garbage collector. (Contributed by Pablo Galindo in 39322{.interpreted-text role="issue"}.)
hashlib
The hashlib{.interpreted-text role="mod"} module can now use SHA3 hashes and SHAKE XOF from OpenSSL when available. (Contributed by Christian Heimes in 37630{.interpreted-text role="issue"}.)
Builtin hash modules can now be disabled with ./configure --without-builtin-hashlib-hashes or selectively enabled with e.g. ./configure --with-builtin-hashlib-hashes=sha3,blake2 to force use of OpenSSL based implementation. (Contributed by Christian Heimes in 40479{.interpreted-text role="issue"})
http
HTTP status codes 103 EARLY_HINTS, 418 IM_A_TEAPOT and 425 TOO_EARLY are added to http.HTTPStatus{.interpreted-text role="class"}. (Contributed by Donghee Na in 39509{.interpreted-text role="issue"} and Ross Rhodes in 39507{.interpreted-text role="issue"}.)
IDLE and idlelib
Added option to toggle cursor blink off. (Contributed by Zackery Spytz in 4603{.interpreted-text role="issue"}.)
Escape key now closes IDLE completion windows. (Contributed by Johnny Najera in 38944{.interpreted-text role="issue"}.)
Added keywords to module name completion list. (Contributed by Terry J. Reedy in 37765{.interpreted-text role="issue"}.)
New in 3.9 maintenance releases
Make IDLE invoke sys.excepthook{.interpreted-text role="func"} (when started without '-n'). User hooks were previously ignored. (Contributed by Ken Hilton in 43008{.interpreted-text role="issue"}.)
The changes above have been backported to 3.8 maintenance releases.
Rearrange the settings dialog. Split the General tab into Windows and Shell/Ed tabs. Move help sources, which extend the Help menu, to the Extensions tab. Make space for new options and shorten the dialog. The latter makes the dialog better fit small screens. (Contributed by Terry Jan Reedy in 40468{.interpreted-text role="issue"}.) Move the indent space setting from the Font tab to the new Windows tab. (Contributed by Mark Roseman and Terry Jan Reedy in 33962{.interpreted-text role="issue"}.)
Apply syntax highlighting to .pyi files. (Contributed by Alex Waygood and Terry Jan Reedy in 45447{.interpreted-text role="issue"}.)
imaplib
~imaplib.IMAP4{.interpreted-text role="class"} and ~imaplib.IMAP4_SSL{.interpreted-text role="class"} now have an optional timeout parameter for their constructors. Also, the ~imaplib.IMAP4.open{.interpreted-text role="meth"} method now has an optional timeout parameter with this change. The overridden methods of ~imaplib.IMAP4_SSL{.interpreted-text role="class"} and ~imaplib.IMAP4_stream{.interpreted-text role="class"} were applied to this change. (Contributed by Donghee Na in 38615{.interpreted-text role="issue"}.)
imaplib.IMAP4.unselect{.interpreted-text role="meth"} is added. imaplib.IMAP4.unselect{.interpreted-text role="meth"} frees server's resources associated with the selected mailbox and returns the server to the authenticated state. This command performs the same actions as imaplib.IMAP4.close{.interpreted-text role="meth"}, except that no messages are permanently removed from the currently selected mailbox. (Contributed by Donghee Na in 40375{.interpreted-text role="issue"}.)
importlib
To improve consistency with import statements, importlib.util.resolve_name{.interpreted-text role="func"} now raises ImportError{.interpreted-text role="exc"} instead of ValueError{.interpreted-text role="exc"} for invalid relative import attempts. (Contributed by Ngalim Siregar in 37444{.interpreted-text role="issue"}.)
Import loaders which publish immutable module objects can now publish immutable packages in addition to individual modules. (Contributed by Dino Viehland in 39336{.interpreted-text role="issue"}.)
Added importlib.resources.files{.interpreted-text role="func"} function with support for subdirectories in package data, matching backport in importlib_resources version 1.5. (Contributed by Jason R. Coombs in 39791{.interpreted-text role="issue"}.)
Refreshed importlib.metadata from importlib_metadata version 1.6.1.
inspect
inspect.BoundArguments.arguments{.interpreted-text role="attr"} is changed from OrderedDict to regular dict. (Contributed by Inada Naoki in 36350{.interpreted-text role="issue"} and 39775{.interpreted-text role="issue"}.)
ipaddress
ipaddress{.interpreted-text role="mod"} now supports IPv6 Scoped Addresses (IPv6 address with suffix %<scope_id>).
Scoped IPv6 addresses can be parsed using ipaddress.IPv6Address{.interpreted-text role="class"}. If present, scope zone ID is available through the ~ipaddress.IPv6Address.scope_id{.interpreted-text role="attr"} attribute. (Contributed by Oleksandr Pavliuk in 34788{.interpreted-text role="issue"}.)
Starting with Python 3.9.5 the ipaddress{.interpreted-text role="mod"} module no longer accepts any leading zeros in IPv4 address strings. (Contributed by Christian Heimes in 36384{.interpreted-text role="issue"}).
math
Expanded the math.gcd{.interpreted-text role="func"} function to handle multiple arguments. Formerly, it only supported two arguments. (Contributed by Serhiy Storchaka in 39648{.interpreted-text role="issue"}.)
Added math.lcm{.interpreted-text role="func"}: return the least common multiple of specified arguments. (Contributed by Mark Dickinson, Ananthakrishnan and Serhiy Storchaka in 39479{.interpreted-text role="issue"} and 39648{.interpreted-text role="issue"}.)
Added math.nextafter{.interpreted-text role="func"}: return the next floating-point value after x towards y. (Contributed by Victor Stinner in 39288{.interpreted-text role="issue"}.)
Added math.ulp{.interpreted-text role="func"}: return the value of the least significant bit of a float. (Contributed by Victor Stinner in 39310{.interpreted-text role="issue"}.)
multiprocessing
The multiprocessing.SimpleQueue{.interpreted-text role="class"} class has a new ~multiprocessing.SimpleQueue.close{.interpreted-text role="meth"} method to explicitly close the queue. (Contributed by Victor Stinner in 30966{.interpreted-text role="issue"}.)
nntplib
!NNTP{.interpreted-text role="class"} and !NNTP_SSL{.interpreted-text role="class"} now raise a ValueError{.interpreted-text role="class"} if the given timeout for their constructor is zero to prevent the creation of a non-blocking socket. (Contributed by Donghee Na in 39259{.interpreted-text role="issue"}.)
os
Added ~os.CLD_KILLED{.interpreted-text role="const"} and ~os.CLD_STOPPED{.interpreted-text role="const"} for !si_code{.interpreted-text role="attr"}. (Contributed by Donghee Na in 38493{.interpreted-text role="issue"}.)
Exposed the Linux-specific os.pidfd_open{.interpreted-text role="func"} (38692{.interpreted-text role="issue"}) and os.P_PIDFD{.interpreted-text role="const"} (38713{.interpreted-text role="issue"}) for process management with file descriptors.
The os.unsetenv{.interpreted-text role="func"} function is now also available on Windows. (Contributed by Victor Stinner in 39413{.interpreted-text role="issue"}.)
The os.putenv{.interpreted-text role="func"} and os.unsetenv{.interpreted-text role="func"} functions are now always available. (Contributed by Victor Stinner in 39395{.interpreted-text role="issue"}.)
Added os.waitstatus_to_exitcode{.interpreted-text role="func"} function: convert a wait status to an exit code. (Contributed by Victor Stinner in 40094{.interpreted-text role="issue"}.)
pathlib
Added pathlib.Path.readlink{.interpreted-text role="meth"} which acts similarly to os.readlink{.interpreted-text role="func"}. (Contributed by Girts Folkmanis in 30618{.interpreted-text role="issue"})
pdb
On Windows now ~pdb.Pdb{.interpreted-text role="class"} supports ~/.pdbrc. (Contributed by Tim Hopper and Dan Lidral-Porter in 20523{.interpreted-text role="issue"}.)
poplib
~poplib.POP3{.interpreted-text role="class"} and ~poplib.POP3_SSL{.interpreted-text role="class"} now raise a ValueError{.interpreted-text role="class"} if the given timeout for their constructor is zero to prevent the creation of a non-blocking socket. (Contributed by Donghee Na in 39259{.interpreted-text role="issue"}.)
pprint
pprint{.interpreted-text role="mod"} can now pretty-print types.SimpleNamespace{.interpreted-text role="class"}. (Contributed by Carl Bordum Hansen in 37376{.interpreted-text role="issue"}.)
pydoc
The documentation string is now shown not only for class, function, method etc, but for any object that has its own ~definition.__doc__{.interpreted-text role="attr"} attribute. (Contributed by Serhiy Storchaka in 40257{.interpreted-text role="issue"}.)
random
Added a new random.Random.randbytes{.interpreted-text role="meth"} method: generate random bytes. (Contributed by Victor Stinner in 40286{.interpreted-text role="issue"}.)
signal
Exposed the Linux-specific signal.pidfd_send_signal{.interpreted-text role="func"} for sending to signals to a process using a file descriptor instead of a pid. (38712{.interpreted-text role="issue"})
smtplib
~smtplib.SMTP{.interpreted-text role="class"} and ~smtplib.SMTP_SSL{.interpreted-text role="class"} now raise a ValueError{.interpreted-text role="class"} if the given timeout for their constructor is zero to prevent the creation of a non-blocking socket. (Contributed by Donghee Na in 39259{.interpreted-text role="issue"}.)
~smtplib.LMTP{.interpreted-text role="class"} constructor now has an optional timeout parameter. (Contributed by Donghee Na in 39329{.interpreted-text role="issue"}.)
socket
The socket{.interpreted-text role="mod"} module now exports the ~socket.CAN_RAW_JOIN_FILTERS{.interpreted-text role="const"} constant on Linux 4.1 and greater. (Contributed by Stefan Tatschner and Zackery Spytz in 25780{.interpreted-text role="issue"}.)
The socket module now supports the ~socket.CAN_J1939{.interpreted-text role="const"} protocol on platforms that support it. (Contributed by Karl Ding in 40291{.interpreted-text role="issue"}.)
The socket module now has the socket.send_fds{.interpreted-text role="func"} and socket.recv_fds{.interpreted-text role="func"} functions. (Contributed by Joannah Nanjekye, Shinya Okano and Victor Stinner in 28724{.interpreted-text role="issue"}.)
time
On AIX, ~time.thread_time{.interpreted-text role="func"} is now implemented with thread_cputime() which has nanosecond resolution, rather than clock_gettime(CLOCK_THREAD_CPUTIME_ID) which has a resolution of 10 milliseconds. (Contributed by Batuhan Taskaya in 40192{.interpreted-text role="issue"})
sys
Added a new sys.platlibdir{.interpreted-text role="data"} attribute: name of the platform-specific library directory. It is used to build the path of standard library and the paths of installed extension modules. It is equal to "lib" on most platforms. On Fedora and SuSE, it is equal to "lib64" on 64-bit platforms. (Contributed by Jan Matějek, Matěj Cepl, Charalampos Stratakis and Victor Stinner in 1294959{.interpreted-text role="issue"}.)
Previously, sys.stderr{.interpreted-text role="data"} was block-buffered when non-interactive. Now stderr defaults to always being line-buffered. (Contributed by Jendrik Seipp in 13601{.interpreted-text role="issue"}.)
tracemalloc
Added tracemalloc.reset_peak{.interpreted-text role="func"} to set the peak size of traced memory blocks to the current size, to measure the peak of specific pieces of code. (Contributed by Huon Wilson in 40630{.interpreted-text role="issue"}.)
typing
593{.interpreted-text role="pep"} introduced an typing.Annotated{.interpreted-text role="data"} type to decorate existing types with context-specific metadata and new include_extras parameter to typing.get_type_hints{.interpreted-text role="func"} to access the metadata at runtime. (Contributed by Till Varoquaux and Konstantin Kashin.)
unicodedata
The Unicode database has been updated to version 13.0.0. (39926{.interpreted-text role="issue"}).
venv
The activation scripts provided by venv{.interpreted-text role="mod"} now all specify their prompt customization consistently by always using the value specified by __VENV_PROMPT__. Previously some scripts unconditionally used __VENV_PROMPT__, others only if it happened to be set (which was the default case), and one used __VENV_NAME__ instead. (Contributed by Brett Cannon in 37663{.interpreted-text role="issue"}.)
xml
White space characters within attributes are now preserved when serializing xml.etree.ElementTree{.interpreted-text role="mod"} to XML file. EOLNs are no longer normalized to "n". This is the result of discussion about how to interpret section 2.11 of XML spec. (Contributed by Mefistotelis in 39011{.interpreted-text role="issue"}.)
Optimizations
Optimized the idiom for assignment a temporary variable in comprehensions. Now
for y in [expr]in comprehensions is as fast as a simple assignmenty = expr. For example:sums = [s for s in [0] for x in data for s in [s + x]]
Unlike the
:=operator this idiom does not leak a variable to the outer scope.(Contributed by Serhiy Storchaka in
32856{.interpreted-text role="issue"}.)Optimized signal handling in multithreaded applications. If a thread different than the main thread gets a signal, the bytecode evaluation loop is no longer interrupted at each bytecode instruction to check for pending signals which cannot be handled. Only the main thread of the main interpreter can handle signals.
Previously, the bytecode evaluation loop was interrupted at each instruction until the main thread handles signals. (Contributed by Victor Stinner in
40010{.interpreted-text role="issue"}.)Optimized the
subprocess{.interpreted-text role="mod"} module on FreeBSD usingclosefrom(). (Contributed by Ed Maste, Conrad Meyer, Kyle Evans, Kubilay Kocak and Victor Stinner in38061{.interpreted-text role="issue"}.)PyLong_FromDouble{.interpreted-text role="c:func"} is now up to 1.87x faster for values that fit intolong{.interpreted-text role="c:expr"}. (Contributed by Sergey Fedoseev in37986{.interpreted-text role="issue"}.)A number of Python builtins (
range{.interpreted-text role="class"},tuple{.interpreted-text role="class"},set{.interpreted-text role="class"},frozenset{.interpreted-text role="class"},list{.interpreted-text role="class"},dict{.interpreted-text role="class"}) are now sped up by using590{.interpreted-text role="pep"} vectorcall protocol. (Contributed by Donghee Na, Mark Shannon, Jeroen Demeyer and Petr Viktorin in37207{.interpreted-text role="issue"}.)Optimized
!set.difference_update{.interpreted-text role="meth"} for the case when the other set is much larger than the base set. (Suggested by Evgeny Kapun with code contributed by Michele Orrù in8425{.interpreted-text role="issue"}.)Python's small object allocator (
obmalloc.c) now allows (no more than) one empty arena to remain available for immediate reuse, without returning it to the OS. This prevents thrashing in simple loops where an arena could be created and destroyed anew on each iteration. (Contributed by Tim Peters in37257{.interpreted-text role="issue"}.)floor division{.interpreted-text role="term"} of float operation now has a better performance. Also the message ofZeroDivisionError{.interpreted-text role="exc"} for this operation is updated. (Contributed by Donghee Na in39434{.interpreted-text role="issue"}.)Decoding short ASCII strings with UTF-8 and ascii codecs is now about 15% faster. (Contributed by Inada Naoki in
37348{.interpreted-text role="issue"}.)
Here's a summary of performance improvements from Python 3.4 through Python 3.9:
Python version 3.4 3.5 3.6 3.7 3.8 3.9
-------------- --- --- --- --- --- ---
Variable and attribute read access:
read_local 7.1 7.1 5.4 5.1 3.9 3.9
read_nonlocal 7.1 8.1 5.8 5.4 4.4 4.5
read_global 15.5 19.0 14.3 13.6 7.6 7.8
read_builtin 21.1 21.6 18.5 19.0 7.5 7.8
read_classvar_from_class 25.6 26.5 20.7 19.5 18.4 17.9
read_classvar_from_instance 22.8 23.5 18.8 17.1 16.4 16.9
read_instancevar 32.4 33.1 28.0 26.3 25.4 25.3
read_instancevar_slots 27.8 31.3 20.8 20.8 20.2 20.5
read_namedtuple 73.8 57.5 45.0 46.8 18.4 18.7
read_boundmethod 37.6 37.9 29.6 26.9 27.7 41.1
Variable and attribute write access:
write_local 8.7 9.3 5.5 5.3 4.3 4.3
write_nonlocal 10.5 11.1 5.6 5.5 4.7 4.8
write_global 19.7 21.2 18.0 18.0 15.8 16.7
write_classvar 92.9 96.0 104.6 102.1 39.2 39.8
write_instancevar 44.6 45.8 40.0 38.9 35.5 37.4
write_instancevar_slots 35.6 36.1 27.3 26.6 25.7 25.8
Data structure read access:
read_list 24.2 24.5 20.8 20.8 19.0 19.5
read_deque 24.7 25.5 20.2 20.6 19.8 20.2
read_dict 24.3 25.7 22.3 23.0 21.0 22.4
read_strdict 22.6 24.3 19.5 21.2 18.9 21.5
Data structure write access:
write_list 27.1 28.5 22.5 21.6 20.0 20.0
write_deque 28.7 30.1 22.7 21.8 23.5 21.7
write_dict 31.4 33.3 29.3 29.2 24.7 25.4
write_strdict 28.4 29.9 27.5 25.2 23.1 24.5
Stack (or queue) operations:
list_append_pop 93.4 112.7 75.4 74.2 50.8 50.6
deque_append_pop 43.5 57.0 49.4 49.2 42.5 44.2
deque_append_popleft 43.7 57.3 49.7 49.7 42.8 46.4
Timing loop:
loop_overhead 0.5 0.6 0.4 0.3 0.3 0.3
These results were generated from the variable access benchmark script at: Tools/scripts/var_access_benchmark.py. The benchmark script displays timings in nanoseconds. The benchmarks were measured on an Intel® Core™ i7-4960HQ processor running the macOS 64-bit builds found at python.org.
Deprecated
The distutils
bdist_msicommand is now deprecated, usebdist_wheel(wheel packages) instead. (Contributed by Hugo van Kemenade in39586{.interpreted-text role="issue"}.)Currently
math.factorial{.interpreted-text role="func"} acceptsfloat{.interpreted-text role="class"} instances with non-negative integer values (like5.0). It raises aValueError{.interpreted-text role="exc"} for non-integral and negative floats. It is now deprecated. In future Python versions it will raise aTypeError{.interpreted-text role="exc"} for all floats. (Contributed by Serhiy Storchaka in37315{.interpreted-text role="issue"}.)The
!parser{.interpreted-text role="mod"} and!symbol{.interpreted-text role="mod"} modules are deprecated and will be removed in future versions of Python. For the majority of use cases, users can leverage the Abstract Syntax Tree (AST) generation and compilation stage, using theast{.interpreted-text role="mod"} module.The Public C API functions
!PyParser_SimpleParseStringFlags{.interpreted-text role="c:func"},!PyParser_SimpleParseStringFlagsFilename{.interpreted-text role="c:func"},!PyParser_SimpleParseFileFlags{.interpreted-text role="c:func"} and!PyNode_Compile{.interpreted-text role="c:func"} are deprecated and will be removed in Python 3.10 together with the old parser.Using
NotImplemented{.interpreted-text role="data"} in a boolean context has been deprecated, as it is almost exclusively the result of incorrect rich comparator implementations. It will be made aTypeError{.interpreted-text role="exc"} in a future version of Python. (Contributed by Josh Rosenberg in35712{.interpreted-text role="issue"}.)The
random{.interpreted-text role="mod"} module currently accepts any hashable type as a possible seed value. Unfortunately, some of those types are not guaranteed to have a deterministic hash value. After Python 3.9, the module will restrict its seeds toNone{.interpreted-text role="const"},int{.interpreted-text role="class"},float{.interpreted-text role="class"},str{.interpreted-text role="class"},bytes{.interpreted-text role="class"}, andbytearray{.interpreted-text role="class"}.Opening the
~gzip.GzipFile{.interpreted-text role="class"} file for writing without specifying the mode argument is deprecated. In future Python versions it will always be opened for reading by default. Specify the mode argument for opening it for writing and silencing a warning. (Contributed by Serhiy Storchaka in28286{.interpreted-text role="issue"}.)Deprecated the
split()method of!_tkinter.TkappType{.interpreted-text role="class"} in favour of thesplitlist()method which has more consistent and predictable behavior. (Contributed by Serhiy Storchaka in38371{.interpreted-text role="issue"}.)The explicit passing of coroutine objects to
asyncio.wait{.interpreted-text role="func"} has been deprecated and will be removed in version 3.11. (Contributed by Yury Selivanov and Kyle Stanley in34790{.interpreted-text role="issue"}.)binhex4 and hexbin4 standards are now deprecated. The
!binhex{.interpreted-text role="mod"} module and the followingbinascii{.interpreted-text role="mod"} functions are now deprecated:!b2a_hqx{.interpreted-text role="func"},!a2b_hqx{.interpreted-text role="func"}!rlecode_hqx{.interpreted-text role="func"},!rledecode_hqx{.interpreted-text role="func"}
(Contributed by Victor Stinner in
39353{.interpreted-text role="issue"}.)ast{.interpreted-text role="mod"} classesslice,IndexandExtSliceare considered deprecated and will be removed in future Python versions.valueitself should be used instead ofIndex(value).Tuple(slices, Load())should be used instead ofExtSlice(slices). (Contributed by Serhiy Storchaka in34822{.interpreted-text role="issue"}.)ast{.interpreted-text role="mod"} classesSuite,Param,AugLoadandAugStoreare considered deprecated and will be removed in future Python versions. They were not generated by the parser and not accepted by the code generator in Python 3. (Contributed by Batuhan Taskaya in39639{.interpreted-text role="issue"} and39969{.interpreted-text role="issue"} and Serhiy Storchaka in39988{.interpreted-text role="issue"}.)The
!PyEval_InitThreads{.interpreted-text role="c:func"} and!PyEval_ThreadsInitialized{.interpreted-text role="c:func"} functions are now deprecated and will be removed in Python 3.11. Calling!PyEval_InitThreads{.interpreted-text role="c:func"} now does nothing. TheGIL{.interpreted-text role="term"} is initialized byPy_Initialize{.interpreted-text role="c:func"} since Python 3.7. (Contributed by Victor Stinner in39877{.interpreted-text role="issue"}.)Passing
Noneas the first argument to theshlex.split{.interpreted-text role="func"} function has been deprecated. (Contributed by Zackery Spytz in33262{.interpreted-text role="issue"}.)!smtpd.MailmanProxy{.interpreted-text role="func"} is now deprecated as it is unusable without an external module,mailman. (Contributed by Samuel Colvin in35800{.interpreted-text role="issue"}.)The
!lib2to3{.interpreted-text role="mod"} module now emits aPendingDeprecationWarning{.interpreted-text role="exc"}. Python 3.9 switched to a PEG parser (see617{.interpreted-text role="pep"}), and Python 3.10 may include new language syntax that is not parsable by lib2to3's LL(1) parser. The!lib2to3{.interpreted-text role="mod"} module may be removed from the standard library in a future Python version. Consider third-party alternatives such as LibCST or parso. (Contributed by Carl Meyer in40360{.interpreted-text role="issue"}.)The random parameter of
random.shuffle{.interpreted-text role="func"} has been deprecated. (Contributed by Raymond Hettinger in40465{.interpreted-text role="issue"})
Removed {#removed-in-python-39}
- The erroneous version at
!unittest.mock.__version__{.interpreted-text role="data"} has been removed. !nntplib.NNTP{.interpreted-text role="class"}:xpath()andxgtitle()methods have been removed. These methods are deprecated since Python 3.3. Generally, these extensions are not supported or not enabled by NNTP server administrators. Forxgtitle(), please use!nntplib.NNTP.descriptions{.interpreted-text role="meth"} or!nntplib.NNTP.description{.interpreted-text role="meth"} instead. (Contributed by Donghee Na in39366{.interpreted-text role="issue"}.)array.array{.interpreted-text role="class"}:tostring()andfromstring()methods have been removed. They were aliases totobytes()andfrombytes(), deprecated since Python 3.2. (Contributed by Victor Stinner in38916{.interpreted-text role="issue"}.)- The undocumented
sys.callstats()function has been removed. Since Python 3.7, it was deprecated and always returnedNone{.interpreted-text role="const"}. It required a special build optionCALL_PROFILEwhich was already removed in Python 3.7. (Contributed by Victor Stinner in37414{.interpreted-text role="issue"}.) - The
sys.getcheckinterval()andsys.setcheckinterval()functions have been removed. They were deprecated since Python 3.2. Usesys.getswitchinterval{.interpreted-text role="func"} andsys.setswitchinterval{.interpreted-text role="func"} instead. (Contributed by Victor Stinner in37392{.interpreted-text role="issue"}.) - The C function
PyImport_Cleanup()has been removed. It was documented as: "Empty the module table. For internal use only." (Contributed by Victor Stinner in36710{.interpreted-text role="issue"}.) _dummy_threadanddummy_threadingmodules have been removed. These modules were deprecated since Python 3.7 which requires threading support. (Contributed by Victor Stinner in37312{.interpreted-text role="issue"}.)aifc.openfp()alias toaifc.open(),sunau.openfp()alias tosunau.open(), andwave.openfp()alias towave.open{.interpreted-text role="func"} have been removed. They were deprecated since Python 3.7. (Contributed by Victor Stinner in37320{.interpreted-text role="issue"}.)- The
!isAlive{.interpreted-text role="meth"} method ofthreading.Thread{.interpreted-text role="class"} has been removed. It was deprecated since Python 3.8. Use~threading.Thread.is_alive{.interpreted-text role="meth"} instead. (Contributed by Donghee Na in37804{.interpreted-text role="issue"}.) - Methods
getchildren()andgetiterator()of classes~xml.etree.ElementTree.ElementTree{.interpreted-text role="class"} and~xml.etree.ElementTree.Element{.interpreted-text role="class"} in the~xml.etree.ElementTree{.interpreted-text role="mod"} module have been removed. They were deprecated in Python 3.2. Useiter(x)orlist(x)instead ofx.getchildren()andx.iter()orlist(x.iter())instead ofx.getiterator(). (Contributed by Serhiy Storchaka in36543{.interpreted-text role="issue"}.) - The old
plistlib{.interpreted-text role="mod"} API has been removed, it was deprecated since Python 3.4. Use the~plistlib.load{.interpreted-text role="func"},~plistlib.loads{.interpreted-text role="func"},~plistlib.dump{.interpreted-text role="func"}, and~plistlib.dumps{.interpreted-text role="func"} functions. Additionally, the use_builtin_types parameter was removed, standardbytes{.interpreted-text role="class"} objects are always used instead. (Contributed by Jon Janzen in36409{.interpreted-text role="issue"}.) - The C function
PyGen_NeedsFinalizinghas been removed. It was not documented, tested, or used anywhere within CPython after the implementation of442{.interpreted-text role="pep"}. Patch by Joannah Nanjekye. (Contributed by Joannah Nanjekye in15088{.interpreted-text role="issue"}) base64.encodestring()andbase64.decodestring(), aliases deprecated since Python 3.1, have been removed: usebase64.encodebytes{.interpreted-text role="func"} andbase64.decodebytes{.interpreted-text role="func"} instead. (Contributed by Victor Stinner in39351{.interpreted-text role="issue"}.)fractions.gcd()function has been removed, it was deprecated since Python 3.5 (22486{.interpreted-text role="issue"}): usemath.gcd{.interpreted-text role="func"} instead. (Contributed by Victor Stinner in39350{.interpreted-text role="issue"}.)- The buffering parameter of
bz2.BZ2File{.interpreted-text role="class"} has been removed. Since Python 3.0, it was ignored and using it emitted aDeprecationWarning{.interpreted-text role="exc"}. Pass an open file object to control how the file is opened. (Contributed by Victor Stinner in39357{.interpreted-text role="issue"}.) - The encoding parameter of
json.loads{.interpreted-text role="func"} has been removed. As of Python 3.1, it was deprecated and ignored; using it has emitted aDeprecationWarning{.interpreted-text role="exc"} since Python 3.8. (Contributed by Inada Naoki in39377{.interpreted-text role="issue"}) with (await asyncio.lock):andwith (yield from asyncio.lock):statements are not longer supported, useasync with lockinstead. The same is correct forasyncio.Conditionandasyncio.Semaphore. (Contributed by Andrew Svetlov in34793{.interpreted-text role="issue"}.)- The
!sys.getcounts{.interpreted-text role="func"} function, the-X showalloccountcommand line option and theshow_alloc_countfield of the C structurePyConfig{.interpreted-text role="c:type"} have been removed. They required a special Python build by definingCOUNT_ALLOCSmacro. (Contributed by Victor Stinner in39489{.interpreted-text role="issue"}.) - The
_field_typesattribute of thetyping.NamedTuple{.interpreted-text role="class"} class has been removed. It was deprecated since Python 3.8. Use the__annotations__attribute instead. (Contributed by Serhiy Storchaka in40182{.interpreted-text role="issue"}.) - The
!symtable.SymbolTable.has_exec{.interpreted-text role="meth"} method has been removed. It was deprecated since 2006, and only returningFalsewhen it's called. (Contributed by Batuhan Taskaya in40208{.interpreted-text role="issue"}) - The
!asyncio.Task.current_task{.interpreted-text role="meth"} and!asyncio.Task.all_tasks{.interpreted-text role="meth"} have been removed. They were deprecated since Python 3.7 and you can useasyncio.current_task{.interpreted-text role="func"} andasyncio.all_tasks{.interpreted-text role="func"} instead. (Contributed by Rémi Lapeyre in40967{.interpreted-text role="issue"}) - The
unescape()method in thehtml.parser.HTMLParser{.interpreted-text role="class"} class has been removed (it was deprecated since Python 3.4).html.unescape{.interpreted-text role="func"} should be used for converting character references to the corresponding unicode characters.
Porting to Python 3.9
This section lists previously described changes and other bugfixes that may require changes to your code.
Changes in the Python API
__import__{.interpreted-text role="func"} andimportlib.util.resolve_name{.interpreted-text role="func"} now raiseImportError{.interpreted-text role="exc"} where it previously raisedValueError{.interpreted-text role="exc"}. Callers catching the specific exception type and supporting both Python 3.9 and earlier versions will need to catch both usingexcept (ImportError, ValueError):.- The
venv{.interpreted-text role="mod"} activation scripts no longer special-case when__VENV_PROMPT__is set to"". - The
select.epoll.unregister{.interpreted-text role="meth"} method no longer ignores the~errno.EBADF{.interpreted-text role="const"} error. (Contributed by Victor Stinner in39239{.interpreted-text role="issue"}.) - The compresslevel parameter of
bz2.BZ2File{.interpreted-text role="class"} became keyword-only, since the buffering parameter has been removed. (Contributed by Victor Stinner in39357{.interpreted-text role="issue"}.) - Simplified AST for subscription. Simple indices will be represented by their value, extended slices will be represented as tuples.
Index(value)will return avalueitself,ExtSlice(slices)will returnTuple(slices, Load()). (Contributed by Serhiy Storchaka in34822{.interpreted-text role="issue"}.) - The
importlib{.interpreted-text role="mod"} module now ignores thePYTHONCASEOK{.interpreted-text role="envvar"} environment variable when the-E{.interpreted-text role="option"} or-I{.interpreted-text role="option"} command line options are being used. - The encoding parameter has been added to the classes
ftplib.FTP{.interpreted-text role="class"} andftplib.FTP_TLS{.interpreted-text role="class"} as a keyword-only parameter, and the default encoding is changed from Latin-1 to UTF-8 to follow2640{.interpreted-text role="rfc"}. asyncio.loop.shutdown_default_executor{.interpreted-text role="meth"} has been added to~asyncio.AbstractEventLoop{.interpreted-text role="class"}, meaning alternative event loops that inherit from it should have this method defined. (Contributed by Kyle Stanley in34037{.interpreted-text role="issue"}.)- The constant values of future flags in the
__future__{.interpreted-text role="mod"} module is updated in order to prevent collision with compiler flags. PreviouslyPyCF_ALLOW_TOP_LEVEL_AWAITwas clashing withCO_FUTURE_DIVISION. (Contributed by Batuhan Taskaya in39562{.interpreted-text role="issue"}) array('u')now useswchar_t{.interpreted-text role="c:type"} as C type instead ofPy_UNICODE. This change doesn't affect to its behavior becausePy_UNICODEis alias ofwchar_t{.interpreted-text role="c:type"} since Python 3.3. (Contributed by Inada Naoki in34538{.interpreted-text role="issue"}.)- The
logging.getLogger{.interpreted-text role="func"} API now returns the root logger when passed the name'root', whereas previously it returned a non-root logger named'root'. This could affect cases where user code explicitly wants a non-root logger named'root', or instantiates a logger usinglogging.getLogger(__name__)in some top-level module called'root.py'. (Contributed by Vinay Sajip in37742{.interpreted-text role="issue"}.) - Division handling of
~pathlib.PurePath{.interpreted-text role="class"} now returnsNotImplemented{.interpreted-text role="data"} instead of raising aTypeError{.interpreted-text role="exc"} when passed something other than an instance ofstror~pathlib.PurePath{.interpreted-text role="class"}. This allows creating compatible classes that don't inherit from those mentioned types. (Contributed by Roger Aiudi in34775{.interpreted-text role="issue"}). - Starting with Python 3.9.5 the
ipaddress{.interpreted-text role="mod"} module no longer accepts any leading zeros in IPv4 address strings. Leading zeros are ambiguous and interpreted as octal notation by some libraries. For example the legacy functionsocket.inet_aton{.interpreted-text role="func"} treats leading zeros as octal notatation. glibc implementation of modern~socket.inet_pton{.interpreted-text role="func"} does not accept any leading zeros. (Contributed by Christian Heimes in36384{.interpreted-text role="issue"}). codecs.lookup{.interpreted-text role="func"} now normalizes the encoding name the same way asencodings.normalize_encoding{.interpreted-text role="func"}, except thatcodecs.lookup{.interpreted-text role="func"} also converts the name to lower case. For example,"latex+latin1"encoding name is now normalized to"latex_latin1". (Contributed by Jordon Xu in37751{.interpreted-text role="issue"}.)
Changes in the C API
Instances of
heap-allocated types <heap-types>{.interpreted-text role="ref"} (such as those created withPyType_FromSpec{.interpreted-text role="c:func"} and similar APIs) hold a reference to their type object since Python 3.8. As indicated in the "Changes in the C API" of Python 3.8, for the vast majority of cases, there should be no side effect but for types that have a custom~PyTypeObject.tp_traverse{.interpreted-text role="c:member"} function, ensure that all customtp_traversefunctions of heap-allocated types visit the object's type.Example:
int foo_traverse(PyObject *self, visitproc visit, void *arg) { // Rest of the traverse function #if PY_VERSION_HEX >= 0x03090000 // This was not needed before Python 3.9 (Python issue 35810 and 40217) Py_VISIT(Py_TYPE(self)); #endif }If your traverse function delegates to
tp_traverseof its base class (or another type), ensure thatPy_TYPE(self)is visited only once. Note that onlyheap type <heap-types>{.interpreted-text role="ref"} are expected to visit the type intp_traverse.For example, if your
tp_traversefunction includes:base->tp_traverse(self, visit, arg)then add:
#if PY_VERSION_HEX >= 0x03090000 // This was not needed before Python 3.9 (bpo-35810 and bpo-40217) if (base->tp_flags & Py_TPFLAGS_HEAPTYPE) { // a heap type's tp_traverse already visited Py_TYPE(self) } else { Py_VISIT(Py_TYPE(self)); } #else(See
35810{.interpreted-text role="issue"} and40217{.interpreted-text role="issue"} for more information.)The functions
PyEval_CallObject,PyEval_CallFunction,PyEval_CallMethodandPyEval_CallObjectWithKeywordsare deprecated. UsePyObject_Call{.interpreted-text role="c:func"} and its variants instead. (See more details in29548{.interpreted-text role="issue"}.)
CPython bytecode changes
The
!LOAD_ASSERTION_ERROR{.interpreted-text role="opcode"} opcode was added for handling theassert{.interpreted-text role="keyword"} statement. Previously, the assert statement would not work correctly if theAssertionError{.interpreted-text role="exc"} exception was being shadowed. (Contributed by Zackery Spytz in34880{.interpreted-text role="issue"}.)The
COMPARE_OP{.interpreted-text role="opcode"} opcode was split into four distinct instructions:COMPARE_OPfor rich comparisonsIS_OPfor 'is' and 'is not' testsCONTAINS_OPfor 'in' and 'not in' testsJUMP_IF_NOT_EXC_MATCHfor checking exceptions in 'try-except' statements.
(Contributed by Mark Shannon in
39156{.interpreted-text role="issue"}.)
Build Changes
- Added
--with-platlibdiroption to theconfigurescript: name of the platform-specific library directory, stored in the newsys.platlibdir{.interpreted-text role="data"} attribute. Seesys.platlibdir{.interpreted-text role="data"} attribute for more information. (Contributed by Jan Matějek, Matěj Cepl, Charalampos Stratakis and Victor Stinner in1294959{.interpreted-text role="issue"}.) - The
COUNT_ALLOCSspecial build macro has been removed. (Contributed by Victor Stinner in39489{.interpreted-text role="issue"}.) - On non-Windows platforms, the
!setenv{.interpreted-text role="c:func"} and!unsetenv{.interpreted-text role="c:func"} functions are now required to build Python. (Contributed by Victor Stinner in39395{.interpreted-text role="issue"}.) - On non-Windows platforms, creating
bdist_wininstinstallers is now officially unsupported. (See10945{.interpreted-text role="issue"} for more details.) - When building Python on macOS from source,
_tkinternow links with non-system Tcl and Tk frameworks if they are installed in/Library/Frameworks, as had been the case on older releases of macOS. If a macOS SDK is explicitly configured, by using--enable-universalsdk{.interpreted-text role="option"} or-isysroot, only the SDK itself is searched. The default behavior can still be overridden with--with-tcltk-includesand--with-tcltk-libs. (Contributed by Ned Deily in34956{.interpreted-text role="issue"}.) - Python can now be built for Windows 10 ARM64. (Contributed by Steve Dower in
33125{.interpreted-text role="issue"}.) - Some individual tests are now skipped when
--pgois used. The tests in question increased the PGO task time significantly and likely didn't help improve optimization of the final executable. This speeds up the task by a factor of about 15x. Running the full unit test suite is slow. This change may result in a slightly less optimized build since not as many code branches will be executed. If you are willing to wait for the much slower build, the old behavior can be restored using./configure [..] PROFILE_TASK="-m test --pgo-extended". We make no guarantees as to which PGO task set produces a faster build. Users who care should run their own relevant benchmarks as results can depend on the environment, workload, and compiler tool chain. (See36044{.interpreted-text role="issue"} and37707{.interpreted-text role="issue"} for more details.)
C API Changes
New Features
573{.interpreted-text role="pep"}: AddedPyType_FromModuleAndSpec{.interpreted-text role="c:func"} to associate a module with a class;PyType_GetModule{.interpreted-text role="c:func"} andPyType_GetModuleState{.interpreted-text role="c:func"} to retrieve the module and its state; andPyCMethod{.interpreted-text role="c:type"} andMETH_METHOD{.interpreted-text role="c:macro"} to allow a method to access the class it was defined in. (Contributed by Marcel Plch and Petr Viktorin in38787{.interpreted-text role="issue"}.)Added
PyFrame_GetCode{.interpreted-text role="c:func"} function: get a frame code. AddedPyFrame_GetBack{.interpreted-text role="c:func"} function: get the frame next outer frame. (Contributed by Victor Stinner in40421{.interpreted-text role="issue"}.)Added
PyFrame_GetLineNumber{.interpreted-text role="c:func"} to the limited C API. (Contributed by Victor Stinner in40421{.interpreted-text role="issue"}.)Added
PyThreadState_GetInterpreter{.interpreted-text role="c:func"} andPyInterpreterState_Get{.interpreted-text role="c:func"} functions to get the interpreter. AddedPyThreadState_GetFrame{.interpreted-text role="c:func"} function to get the current frame of a Python thread state. AddedPyThreadState_GetID{.interpreted-text role="c:func"} function: get the unique identifier of a Python thread state. (Contributed by Victor Stinner in39947{.interpreted-text role="issue"}.)Added a new public
PyObject_CallNoArgs{.interpreted-text role="c:func"} function to the C API, which calls a callable Python object without any arguments. It is the most efficient way to call a callable Python object without any argument. (Contributed by Victor Stinner in37194{.interpreted-text role="issue"}.)Changes in the limited C API (if
Py_LIMITED_APImacro is defined):- Provide
Py_EnterRecursiveCall{.interpreted-text role="c:func"} andPy_LeaveRecursiveCall{.interpreted-text role="c:func"} as regular functions for the limited API. Previously, there were defined as macros, but these macros didn't compile with the limited C API which cannot accessPyThreadState.recursion_depthfield (the structure is opaque in the limited C API). PyObject_INIT()andPyObject_INIT_VAR()become regular "opaque" function to hide implementation details.
(Contributed by Victor Stinner in
38644{.interpreted-text role="issue"} and39542{.interpreted-text role="issue"}.)- Provide
The
PyModule_AddType{.interpreted-text role="c:func"} function is added to help adding a type to a module. (Contributed by Donghee Na in40024{.interpreted-text role="issue"}.)Added the functions
PyObject_GC_IsTracked{.interpreted-text role="c:func"} andPyObject_GC_IsFinalized{.interpreted-text role="c:func"} to the public API to allow to query if Python objects are being currently tracked or have been already finalized by the garbage collector respectively. (Contributed by Pablo Galindo Salgado in40241{.interpreted-text role="issue"}.)Added
!_PyObject_FunctionStr{.interpreted-text role="c:func"} to get a user-friendly string representation of a function-like object. (Patch by Jeroen Demeyer in37645{.interpreted-text role="issue"}.)Added
PyObject_CallOneArg{.interpreted-text role="c:func"} for calling an object with one positional argument (Patch by Jeroen Demeyer in37483{.interpreted-text role="issue"}.)
Porting to Python 3.9
PyInterpreterState.eval_frame(523{.interpreted-text role="pep"}) now requires a new mandatory tstate parameter (PyThreadState*). (Contributed by Victor Stinner in38500{.interpreted-text role="issue"}.)Extension modules:
~PyModuleDef.m_traverse{.interpreted-text role="c:member"},~PyModuleDef.m_clear{.interpreted-text role="c:member"} and~PyModuleDef.m_free{.interpreted-text role="c:member"} functions ofPyModuleDef{.interpreted-text role="c:type"} are no longer called if the module state was requested but is not allocated yet. This is the case immediately after the module is created and before the module is executed (Py_mod_exec{.interpreted-text role="c:data"} function). More precisely, these functions are not called if~PyModuleDef.m_size{.interpreted-text role="c:member"} is greater than 0 and the module state (as returned byPyModule_GetState{.interpreted-text role="c:func"}) isNULL.Extension modules without module state (
m_size <= 0) are not affected.If
Py_AddPendingCall{.interpreted-text role="c:func"} is called in a subinterpreter, the function is now scheduled to be called from the subinterpreter, rather than being called from the main interpreter. Each subinterpreter now has its own list of scheduled calls. (Contributed by Victor Stinner in39984{.interpreted-text role="issue"}.)The Windows registry is no longer used to initialize
sys.path{.interpreted-text role="data"} when the-Eoption is used (ifPyConfig.use_environment{.interpreted-text role="c:member"} is set to0). This is significant when embedding Python on Windows. (Contributed by Zackery Spytz in8901{.interpreted-text role="issue"}.)The global variable
PyStructSequence_UnnamedField{.interpreted-text role="c:data"} is now a constant and refers to a constant string. (Contributed by Serhiy Storchaka in38650{.interpreted-text role="issue"}.)The
!PyGC_Head{.interpreted-text role="c:type"} structure is now opaque. It is only defined in the internal C API (pycore_gc.h). (Contributed by Victor Stinner in40241{.interpreted-text role="issue"}.)The
Py_UNICODE_COPY,Py_UNICODE_FILL,PyUnicode_WSTR_LENGTH,!PyUnicode_FromUnicode{.interpreted-text role="c:func"},!PyUnicode_AsUnicode{.interpreted-text role="c:func"},_PyUnicode_AsUnicode, and!PyUnicode_AsUnicodeAndSize{.interpreted-text role="c:func"} are marked as deprecated in C. They have been deprecated by393{.interpreted-text role="pep"} since Python 3.3. (Contributed by Inada Naoki in36346{.interpreted-text role="issue"}.)The
Py_FatalError{.interpreted-text role="c:func"} function is replaced with a macro which logs automatically the name of the current function, unless thePy_LIMITED_APImacro is defined. (Contributed by Victor Stinner in39882{.interpreted-text role="issue"}.)The vectorcall protocol now requires that the caller passes only strings as keyword names. (See
37540{.interpreted-text role="issue"} for more information.)Implementation details of a number of macros and functions are now hidden:
PyObject_IS_GC{.interpreted-text role="c:func"} macro was converted to a function.- The
!PyObject_NEW{.interpreted-text role="c:func"} macro becomes an alias to thePyObject_New{.interpreted-text role="c:macro"} macro, and the!PyObject_NEW_VAR{.interpreted-text role="c:func"} macro becomes an alias to thePyObject_NewVar{.interpreted-text role="c:macro"} macro. They no longer access directly thePyTypeObject.tp_basicsize{.interpreted-text role="c:member"} member. !PyObject_GET_WEAKREFS_LISTPTR{.interpreted-text role="c:func"} macro was converted to a function: the macro accessed directly thePyTypeObject.tp_weaklistoffset{.interpreted-text role="c:member"} member.PyObject_CheckBuffer{.interpreted-text role="c:func"} macro was converted to a function: the macro accessed directly thePyTypeObject.tp_as_buffer{.interpreted-text role="c:member"} member.PyIndex_Check{.interpreted-text role="c:func"} is now always declared as an opaque function to hide implementation details: removed thePyIndex_Check()macro. The macro accessed directly thePyTypeObject.tp_as_number{.interpreted-text role="c:member"} member.
(See
40170{.interpreted-text role="issue"} for more details.)
Removed
Excluded
PyFPE_START_PROTECT()andPyFPE_END_PROTECT()macros ofpyfpe.hfrom the limited C API. (Contributed by Victor Stinner in38835{.interpreted-text role="issue"}.)The
tp_printslot ofPyTypeObject <type-structs>{.interpreted-text role="ref"} has been removed. It was used for printing objects to files in Python 2.7 and before. Since Python 3.0, it has been ignored and unused. (Contributed by Jeroen Demeyer in36974{.interpreted-text role="issue"}.)Changes in the limited C API (if
Py_LIMITED_APImacro is defined):- Excluded the following functions from the limited C API:
PyThreadState_DeleteCurrent()(Contributed by Joannah Nanjekye in37878{.interpreted-text role="issue"}.)_Py_CheckRecursionLimit_Py_NewReference()_Py_ForgetReference()_PyTraceMalloc_NewReference()_Py_GetRefTotal()- The trashcan mechanism which never worked in the limited C API.
PyTrash_UNWIND_LEVELPy_TRASHCAN_BEGIN_CONDITIONPy_TRASHCAN_BEGINPy_TRASHCAN_ENDPy_TRASHCAN_SAFE_BEGINPy_TRASHCAN_SAFE_END
- Moved following functions and definitions to the internal C API:
_PyDebug_PrintTotalRefs()_Py_PrintReferences()_Py_PrintReferenceAddresses()_Py_tracemalloc_config_Py_AddToAllObjects()(specific toPy_TRACE_REFSbuild)
(Contributed by Victor Stinner in
38644{.interpreted-text role="issue"} and39542{.interpreted-text role="issue"}.)- Excluded the following functions from the limited C API:
Removed
_PyRuntime.getframehook and removed_PyThreadState_GetFramemacro which was an alias to_PyRuntime.getframe. They were only exposed by the internal C API. Removed alsoPyThreadFrameGettertype. (Contributed by Victor Stinner in39946{.interpreted-text role="issue"}.)Removed the following functions from the C API. Call
PyGC_Collect{.interpreted-text role="c:func"} explicitly to clear all free lists. (Contributed by Inada Naoki and Victor Stinner in37340{.interpreted-text role="issue"},38896{.interpreted-text role="issue"} and40428{.interpreted-text role="issue"}.)PyAsyncGen_ClearFreeLists()PyContext_ClearFreeList()PyDict_ClearFreeList()PyFloat_ClearFreeList()PyFrame_ClearFreeList()PyList_ClearFreeList()PyMethod_ClearFreeList()andPyCFunction_ClearFreeList(): the free lists of bound method objects have been removed.PySet_ClearFreeList(): the set free list has been removed in Python 3.4.PyTuple_ClearFreeList()PyUnicode_ClearFreeList(): the Unicode free list has been removed in Python 3.3.
Removed
_PyUnicode_ClearStaticStrings()function. (Contributed by Victor Stinner in39465{.interpreted-text role="issue"}.)Removed
Py_UNICODE_MATCH. It has been deprecated by393{.interpreted-text role="pep"}, and broken since Python 3.3. ThePyUnicode_Tailmatch{.interpreted-text role="c:func"} function can be used instead. (Contributed by Inada Naoki in36346{.interpreted-text role="issue"}.)Cleaned header files of interfaces defined but with no implementation. The public API symbols being removed are:
_PyBytes_InsertThousandsGroupingLocale,_PyBytes_InsertThousandsGrouping,_Py_InitializeFromArgs,_Py_InitializeFromWideArgs,_PyFloat_Repr,_PyFloat_Digits,_PyFloat_DigitsInit,PyFrame_ExtendStack,_PyAIterWrapper_Type,PyNullImporter_Type,PyCmpWrapper_Type,PySortWrapper_Type,PyNoArgsFunction. (Contributed by Pablo Galindo Salgado in39372{.interpreted-text role="issue"}.)
Notable changes in Python 3.9.1
typing
The behavior of typing.Literal{.interpreted-text role="class"} was changed to conform with 586{.interpreted-text role="pep"} and to match the behavior of static type checkers specified in the PEP.
Literalnow de-duplicates parameters.Equality comparisons between
Literalobjects are now order independent.Literalcomparisons now respect types. For example,Literal[0] == Literal[False]previously evaluated toTrue. It is nowFalse. To support this change, the internally used type cache now supports differentiating types.Literalobjects will now raise aTypeError{.interpreted-text role="exc"} exception during equality comparisons if any of their parameters are nothashable{.interpreted-text role="term"}. Note that declaringLiteralwith mutable parameters will not throw an error:>>> from typing import Literal >>> Literal[{0}] >>> Literal[{0}] == Literal[{False}] Traceback (most recent call last): File "<stdin>", line 1, in <module> TypeError: unhashable type: 'set'
(Contributed by Yurii Karabas in 42345{.interpreted-text role="issue"}.)
macOS 11.0 (Big Sur) and Apple Silicon Mac support
As of 3.9.1, Python now fully supports building and running on macOS 11.0 (Big Sur) and on Apple Silicon Macs (based on the ARM64 architecture). A new universal build variant, universal2, is now available to natively support both ARM64 and Intel 64 in one set of executables. Binaries can also now be built on current versions of macOS to be deployed on a range of older macOS versions (tested to 10.9) while making some newer OS functions and options conditionally available based on the operating system version in use at runtime ("weaklinking").
(Contributed by Ronald Oussoren and Lawrence D'Anna in 41100{.interpreted-text role="issue"}.)
Notable changes in Python 3.9.2
collections.abc
collections.abc.Callable{.interpreted-text role="class"} generic now flattens type parameters, similar to what typing.Callable{.interpreted-text role="data"} currently does. This means that collections.abc.Callable[[int, str], str] will have __args__ of (int, str, str); previously this was ([int, str], str). To allow this change, types.GenericAlias{.interpreted-text role="class"} can now be subclassed, and a subclass will be returned when subscripting the collections.abc.Callable{.interpreted-text role="class"} type. Code which accesses the arguments via typing.get_args{.interpreted-text role="func"} or __args__ need to account for this change. A DeprecationWarning{.interpreted-text role="exc"} may be emitted for invalid forms of parameterizing collections.abc.Callable{.interpreted-text role="class"} which may have passed silently in Python 3.9.1. This DeprecationWarning{.interpreted-text role="exc"} will become a TypeError{.interpreted-text role="exc"} in Python 3.10. (Contributed by Ken Jin in 42195{.interpreted-text role="issue"}.)
urllib.parse
Earlier Python versions allowed using both ; and & as query parameter separators in urllib.parse.parse_qs{.interpreted-text role="func"} and urllib.parse.parse_qsl{.interpreted-text role="func"}. Due to security concerns, and to conform with newer W3C recommendations, this has been changed to allow only a single separator key, with & as the default. This change also affects !cgi.parse{.interpreted-text role="func"} and !cgi.parse_multipart{.interpreted-text role="func"} as they use the affected functions internally. For more details, please see their respective documentation. (Contributed by Adam Goldschmidt, Senthil Kumaran and Ken Jin in 42967{.interpreted-text role="issue"}.)
Notable changes in Python 3.9.3
A security fix alters the ftplib.FTP{.interpreted-text role="class"} behavior to not trust the IPv4 address sent from the remote server when setting up a passive data channel. We reuse the ftp server IP address instead. For unusual code requiring the old behavior, set a trust_server_pasv_ipv4_address attribute on your FTP instance to True. (See 87451{.interpreted-text role="gh"})
Notable changes in Python 3.9.5
urllib.parse
The presence of newline or tab characters in parts of a URL allows for some forms of attacks. Following the WHATWG specification that updates 3986{.interpreted-text role="rfc"}, ASCII newline \n, \r and tab \t characters are stripped from the URL by the parser in urllib.parse{.interpreted-text role="mod"} preventing such attacks. The removal characters are controlled by a new module level variable urllib.parse._UNSAFE_URL_BYTES_TO_REMOVE. (See 88048{.interpreted-text role="gh"})
Notable security feature in 3.9.14
Converting between int{.interpreted-text role="class"} and str{.interpreted-text role="class"} in bases other than 2 (binary), 4, 8 (octal), 16 (hexadecimal), or 32 such as base 10 (decimal) now raises a ValueError{.interpreted-text role="exc"} if the number of digits in string form is above a limit to avoid potential denial of service attacks due to the algorithmic complexity. This is a mitigation for 2020-10735{.interpreted-text role="cve"}. This limit can be configured or disabled by environment variable, command line flag, or sys{.interpreted-text role="mod"} APIs. See the integer string conversion length limitation <int_max_str_digits>{.interpreted-text role="ref"} documentation. The default limit is 4300 digits in string form.
Notable changes in 3.9.17
tarfile
- The extraction methods in
tarfile{.interpreted-text role="mod"}, andshutil.unpack_archive{.interpreted-text role="func"}, 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. Seetarfile-extraction-filter{.interpreted-text role="ref"} for details. In Python 3.12, use without the filter argument will show aDeprecationWarning{.interpreted-text role="exc"}. In Python 3.14, the default will switch to'data'. (Contributed by Petr Viktorin in706{.interpreted-text role="pep"}.)