Spaces:
Running on Zero
A newer version of the Gradio SDK is available: 6.22.0
What's New In Python 3.7
Editor : Elvis Pranskevichus <elvis@magic.io>
* Anyone can add text to this document. Do not spend very much time on the wording of your changes, because your text will probably 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 I consider too small or esoteric to include. If such a change is added to the text, I'll just remove it. (This is another reason you shouldn't spend too much time on writing your addition.)
* 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 Git log when researching a change.
This article explains the new features in Python 3.7, compared to 3.6. Python 3.7 was released on June 27, 2018. For full details, see the changelog <changelog>{.interpreted-text role="ref"}.
Summary -- Release Highlights
New syntax features:
PEP 563 <whatsnew37-pep563>{.interpreted-text role="ref"}, postponed evaluation of type annotations.
Backwards incompatible syntax changes:
async{.interpreted-text role="keyword"} andawait{.interpreted-text role="keyword"} are now reserved keywords.
New library modules:
contextvars{.interpreted-text role="mod"}:PEP 567 -- Context Variables <whatsnew37-pep567>{.interpreted-text role="ref"}dataclasses{.interpreted-text role="mod"}:PEP 557 -- Data Classes <whatsnew37-pep557>{.interpreted-text role="ref"}whatsnew37_importlib_resources{.interpreted-text role="ref"}
New built-in features:
PEP 553 <whatsnew37-pep553>{.interpreted-text role="ref"}, the newbreakpoint{.interpreted-text role="func"} function.
Python data model improvements:
PEP 562 <whatsnew37-pep562>{.interpreted-text role="ref"}, customization of access to module attributes.PEP 560 <whatsnew37-pep560>{.interpreted-text role="ref"}, core support for typing module and generic types.- the insertion-order preservation nature of
dict <typesmapping>{.interpreted-text role="ref"} objects has been declared to be an official part of the Python language spec.
Significant improvements in the standard library:
- The
asyncio{.interpreted-text role="mod"} module has received new features, significantusability and performance improvements <whatsnew37_asyncio>{.interpreted-text role="ref"}. - The
time{.interpreted-text role="mod"} module gained support forfunctions with nanosecond resolution <whatsnew37-pep564>{.interpreted-text role="ref"}.
CPython implementation improvements:
- Avoiding the use of ASCII as a default text encoding:
PEP 538 <whatsnew37-pep538>{.interpreted-text role="ref"}, legacy C locale coercionPEP 540 <whatsnew37-pep540>{.interpreted-text role="ref"}, forced UTF-8 runtime mode
PEP 552 <whatsnew37-pep552>{.interpreted-text role="ref"}, deterministic .pycsNew Python Development Mode <whatsnew37-devmode>{.interpreted-text role="ref"}PEP 565 <whatsnew37-pep565>{.interpreted-text role="ref"}, improvedDeprecationWarning{.interpreted-text role="exc"} handling
C API improvements:
PEP 539 <whatsnew37-pep539>{.interpreted-text role="ref"}, new C API for thread-local storage
Documentation improvements:
PEP 545 <whatsnew37-pep545>{.interpreted-text role="ref"}, Python documentation translations- New documentation translations: Japanese, French, and Korean.
This release features notable performance improvements in many areas. The whatsnew37-perf{.interpreted-text role="ref"} section lists them in detail.
For a list of changes that may affect compatibility with previous Python releases please refer to the porting-to-python-37{.interpreted-text role="ref"} section.
New Features
PEP 563: Postponed Evaluation of Annotations {#whatsnew37-pep563}
The advent of type hints in Python uncovered two glaring usability issues with the functionality of annotations added in 3107{.interpreted-text role="pep"} and refined further in 526{.interpreted-text role="pep"}:
- annotations could only use names which were already available in the current scope, in other words they didn't support forward references of any kind; and
- annotating source code had adverse effects on startup time of Python programs.
Both of these issues are fixed by postponing the evaluation of annotations. Instead of compiling code which executes expressions in annotations at their definition time, the compiler stores the annotation in a string form equivalent to the AST of the expression in question. If needed, annotations can be resolved at runtime using typing.get_type_hints{.interpreted-text role="func"}. In the common case where this is not required, the annotations are cheaper to store (since short strings are interned by the interpreter) and make startup time faster.
Usability-wise, annotations now support forward references, making the following syntax valid:
class C:
@classmethod
def from_string(cls, source: str) -> C:
...
def validate_b(self, obj: B) -> bool:
...
class B:
...
Since this change breaks compatibility, the new behavior needs to be enabled on a per-module basis in Python 3.7 using a __future__{.interpreted-text role="mod"} import:
from __future__ import annotations
It will become the default in Python 3.10.
::: seealso
563{.interpreted-text role="pep"} -- Postponed evaluation of annotations
: PEP written and implemented by Łukasz Langa. :::
PEP 538: Legacy C Locale Coercion {#whatsnew37-pep538}
An ongoing challenge within the Python 3 series has been determining a sensible default strategy for handling the "7-bit ASCII" text encoding assumption currently implied by the use of the default C or POSIX locale on non-Windows platforms.
538{.interpreted-text role="pep"} updates the default interpreter command line interface to automatically coerce that locale to an available UTF-8 based locale as described in the documentation of the new PYTHONCOERCECLOCALE{.interpreted-text role="envvar"} environment variable. Automatically setting LC_CTYPE this way means that both the core interpreter and locale-aware C extensions (such as readline{.interpreted-text role="mod"}) will assume the use of UTF-8 as the default text encoding, rather than ASCII.
The platform support definition in 11{.interpreted-text role="pep"} has also been updated to limit full text handling support to suitably configured non-ASCII based locales.
As part of this change, the default error handler for ~sys.stdin{.interpreted-text role="data"} and ~sys.stdout{.interpreted-text role="data"} is now surrogateescape (rather than strict) when using any of the defined coercion target locales (currently C.UTF-8, C.utf8, and UTF-8). The default error handler for ~sys.stderr{.interpreted-text role="data"} continues to be backslashreplace, regardless of locale.
Locale coercion is silent by default, but to assist in debugging potentially locale related integration problems, explicit warnings (emitted directly on ~sys.stderr{.interpreted-text role="data"}) can be requested by setting PYTHONCOERCECLOCALE=warn. This setting will also cause the Python runtime to emit a warning if the legacy C locale remains active when the core interpreter is initialized.
While 538{.interpreted-text role="pep"}'s locale coercion has the benefit of also affecting extension modules (such as GNU readline), as well as child processes (including those running non-Python applications and older versions of Python), it has the downside of requiring that a suitable target locale be present on the running system. To better handle the case where no suitable target locale is available (as occurs on RHEL/CentOS 7, for example), Python 3.7 also implements whatsnew37-pep540{.interpreted-text role="ref"}.
::: seealso
538{.interpreted-text role="pep"} -- Coercing the legacy C locale to a UTF-8 based locale
: PEP written and implemented by Nick Coghlan. :::
PEP 540: Forced UTF-8 Runtime Mode {#whatsnew37-pep540}
The new -X{.interpreted-text role="option"} utf8 command line option and PYTHONUTF8{.interpreted-text role="envvar"} environment variable can be used to enable the Python UTF-8 Mode <utf8-mode>{.interpreted-text role="ref"}.
When in UTF-8 mode, CPython ignores the locale settings, and uses the UTF-8 encoding by default. The error handlers for sys.stdin{.interpreted-text role="data"} and sys.stdout{.interpreted-text role="data"} streams are set to surrogateescape.
The forced UTF-8 mode can be used to change the text handling behavior in an embedded Python interpreter without changing the locale settings of an embedding application.
While 540{.interpreted-text role="pep"}'s UTF-8 mode has the benefit of working regardless of which locales are available on the running system, it has the downside of having no effect on extension modules (such as GNU readline), child processes running non-Python applications, and child processes running older versions of Python. To reduce the risk of corrupting text data when communicating with such components, Python 3.7 also implements whatsnew37-pep540{.interpreted-text role="ref"}).
The UTF-8 mode is enabled by default when the locale is C or POSIX, and the 538{.interpreted-text role="pep"} locale coercion feature fails to change it to a UTF-8 based alternative (whether that failure is due to PYTHONCOERCECLOCALE=0 being set, LC_ALL being set, or the lack of a suitable target locale).
::: seealso
540{.interpreted-text role="pep"} -- Add a new UTF-8 mode
: PEP written and implemented by Victor Stinner :::
PEP 553: Built-in breakpoint() {#whatsnew37-pep553}
Python 3.7 includes the new built-in breakpoint{.interpreted-text role="func"} function as an easy and consistent way to enter the Python debugger.
Built-in breakpoint() calls sys.breakpointhook{.interpreted-text role="func"}. By default, the latter imports pdb{.interpreted-text role="mod"} and then calls pdb.set_trace(), but by binding sys.breakpointhook() to the function of your choosing, breakpoint() can enter any debugger. Additionally, the environment variable PYTHONBREAKPOINT{.interpreted-text role="envvar"} can be set to the callable of your debugger of choice. Set PYTHONBREAKPOINT=0 to completely disable built-in breakpoint().
::: seealso
553{.interpreted-text role="pep"} -- Built-in breakpoint()
: PEP written and implemented by Barry Warsaw :::
PEP 539: New C API for Thread-Local Storage {#whatsnew37-pep539}
While Python provides a C API for thread-local storage support; the existing Thread Local Storage (TLS) API <thread-local-storage-api>{.interpreted-text role="ref"} has used int{.interpreted-text role="c:expr"} to represent TLS keys across all platforms. This has not generally been a problem for officially support platforms, but that is neither POSIX-compliant, nor portable in any practical sense.
539{.interpreted-text role="pep"} changes this by providing a new Thread Specific Storage (TSS) API <thread-specific-storage-api>{.interpreted-text role="ref"} to CPython which supersedes use of the existing TLS API within the CPython interpreter, while deprecating the existing API. The TSS API uses a new type Py_tss_t{.interpreted-text role="c:type"} instead of int{.interpreted-text role="c:expr"} to represent TSS keys--an opaque type the definition of which may depend on the underlying TLS implementation. Therefore, this will allow to build CPython on platforms where the native TLS key is defined in a way that cannot be safely cast to int{.interpreted-text role="c:expr"}.
Note that on platforms where the native TLS key is defined in a way that cannot be safely cast to int{.interpreted-text role="c:expr"}, all functions of the existing TLS API will be no-op and immediately return failure. This indicates clearly that the old API is not supported on platforms where it cannot be used reliably, and that no effort will be made to add such support.
::: seealso
539{.interpreted-text role="pep"} -- A New C-API for Thread-Local Storage in CPython
: PEP written by Erik M. Bray; implementation by Masayuki Yamamoto. :::
PEP 562: Customization of Access to Module Attributes {#whatsnew37-pep562}
Python 3.7 allows defining ~module.__getattr__{.interpreted-text role="meth"} on modules and will call it whenever a module attribute is otherwise not found. Defining ~module.__dir__{.interpreted-text role="meth"} on modules is now also allowed.
A typical example of where this may be useful is module attribute deprecation and lazy loading.
::: seealso
562{.interpreted-text role="pep"} -- Module __getattr__ and __dir__
: PEP written and implemented by Ivan Levkivskyi :::
PEP 564: New Time Functions With Nanosecond Resolution {#whatsnew37-pep564}
The resolution of clocks in modern systems can exceed the limited precision of a floating-point number returned by the time.time{.interpreted-text role="func"} function and its variants. To avoid loss of precision, 564{.interpreted-text role="pep"} adds six new "nanosecond" variants of the existing timer functions to the time{.interpreted-text role="mod"} module:
time.clock_gettime_ns{.interpreted-text role="func"}time.clock_settime_ns{.interpreted-text role="func"}time.monotonic_ns{.interpreted-text role="func"}time.perf_counter_ns{.interpreted-text role="func"}time.process_time_ns{.interpreted-text role="func"}time.time_ns{.interpreted-text role="func"}
The new functions return the number of nanoseconds as an integer value.
Measurements <0564#annex-clocks-resolution-in-python>{.interpreted-text role="pep"} show that on Linux and Windows the resolution of time.time_ns{.interpreted-text role="func"} is approximately 3 times better than that of time.time{.interpreted-text role="func"}.
::: seealso
564{.interpreted-text role="pep"} -- Add new time functions with nanosecond resolution
: PEP written and implemented by Victor Stinner :::
PEP 565: Show DeprecationWarning in __main__ {#whatsnew37-pep565}
The default handling of DeprecationWarning{.interpreted-text role="exc"} has been changed such that these warnings are once more shown by default, but only when the code triggering them is running directly in the __main__{.interpreted-text role="mod"} module. As a result, developers of single file scripts and those using Python interactively should once again start seeing deprecation warnings for the APIs they use, but deprecation warnings triggered by imported application, library and framework modules will continue to be hidden by default.
As a result of this change, the standard library now allows developers to choose between three different deprecation warning behaviours:
FutureWarning{.interpreted-text role="exc"}: always displayed by default, recommended for warnings intended to be seen by application end users (e.g. for deprecated application configuration settings).DeprecationWarning{.interpreted-text role="exc"}: displayed by default only in__main__{.interpreted-text role="mod"} and when running tests, recommended for warnings intended to be seen by other Python developers where a version upgrade may result in changed behaviour or an error.PendingDeprecationWarning{.interpreted-text role="exc"}: displayed by default only when running tests, intended for cases where a future version upgrade will change the warning category toDeprecationWarning{.interpreted-text role="exc"} orFutureWarning{.interpreted-text role="exc"}.
Previously both DeprecationWarning{.interpreted-text role="exc"} and PendingDeprecationWarning{.interpreted-text role="exc"} were only visible when running tests, which meant that developers primarily writing single file scripts or using Python interactively could be surprised by breaking changes in the APIs they used.
::: seealso
565{.interpreted-text role="pep"} -- Show DeprecationWarning in __main__
: PEP written and implemented by Nick Coghlan :::
PEP 560: Core Support for typing module and Generic Types {#whatsnew37-pep560}
Initially 484{.interpreted-text role="pep"} was designed in such way that it would not introduce any changes to the core CPython interpreter. Now type hints and the typing{.interpreted-text role="mod"} module are extensively used by the community, so this restriction is removed. The PEP introduces two special methods ~object.__class_getitem__{.interpreted-text role="meth"} and ~object.__mro_entries__{.interpreted-text role="meth"}, these methods are now used by most classes and special constructs in typing{.interpreted-text role="mod"}. As a result, the speed of various operations with types increased up to 7 times, the generic types can be used without metaclass conflicts, and several long standing bugs in typing{.interpreted-text role="mod"} module are fixed.
::: seealso
560{.interpreted-text role="pep"} -- Core support for typing module and generic types
: PEP written and implemented by Ivan Levkivskyi :::
PEP 552: Hash-based .pyc Files {#whatsnew37-pep552}
Python has traditionally checked the up-to-dateness of bytecode cache files (i.e., .pyc files) by comparing the source metadata (last-modified timestamp and size) with source metadata saved in the cache file header when it was generated. While effective, this invalidation method has its drawbacks. When filesystem timestamps are too coarse, Python can miss source updates, leading to user confusion. Additionally, having a timestamp in the cache file is problematic for build reproducibility and content-based build systems.
552{.interpreted-text role="pep"} extends the pyc format to allow the hash of the source file to be used for invalidation instead of the source timestamp. Such .pyc files are called "hash-based". By default, Python still uses timestamp-based invalidation and does not generate hash-based .pyc files at runtime. Hash-based .pyc files may be generated with py_compile{.interpreted-text role="mod"} or compileall{.interpreted-text role="mod"}.
Hash-based .pyc files come in two variants: checked and unchecked. Python validates checked hash-based .pyc files against the corresponding source files at runtime but doesn't do so for unchecked hash-based pycs. Unchecked hash-based .pyc files are a useful performance optimization for environments where a system external to Python (e.g., the build system) is responsible for keeping .pyc files up-to-date.
See pyc-invalidation{.interpreted-text role="ref"} for more information.
::: seealso
552{.interpreted-text role="pep"} -- Deterministic pycs
: PEP written and implemented by Benjamin Peterson :::
PEP 545: Python Documentation Translations {#whatsnew37-pep545}
545{.interpreted-text role="pep"} describes the process of creating and maintaining Python documentation translations.
Three new translations have been added:
- Japanese: https://docs.python.org/ja/
- French: https://docs.python.org/fr/
- Korean: https://docs.python.org/ko/
::: seealso
545{.interpreted-text role="pep"} -- Python Documentation Translations
: PEP written and implemented by Julien Palard, Inada Naoki, and Victor Stinner. :::
Python Development Mode (-X dev) {#whatsnew37-devmode}
The new -X{.interpreted-text role="option"} dev command line option or the new PYTHONDEVMODE{.interpreted-text role="envvar"} environment variable can be used to enable Python Development Mode <devmode>{.interpreted-text role="ref"}. When in development mode, Python performs additional runtime checks that are too expensive to be enabled by default. See Python Development Mode <devmode>{.interpreted-text role="ref"} documentation for the full description.
Other Language Changes
- An
await{.interpreted-text role="keyword"} expression and comprehensions containing anasync for{.interpreted-text role="keyword"} clause were illegal in the expressions informatted string literals <f-strings>{.interpreted-text role="ref"} due to a problem with the implementation. In Python 3.7 this restriction was lifted. - More than 255 arguments can now be passed to a function, and a function can now have more than 255 parameters. (Contributed by Serhiy Storchaka in
12844{.interpreted-text role="issue"} and18896{.interpreted-text role="issue"}.) bytes.fromhex{.interpreted-text role="meth"} andbytearray.fromhex{.interpreted-text role="meth"} now ignore all ASCII whitespace, not only spaces. (Contributed by Robert Xiao in28927{.interpreted-text role="issue"}.)str{.interpreted-text role="class"},bytes{.interpreted-text role="class"}, andbytearray{.interpreted-text role="class"} gained support for the newisascii() <str.isascii>{.interpreted-text role="meth"} method, which can be used to test if a string or bytes contain only the ASCII characters. (Contributed by INADA Naoki in32677{.interpreted-text role="issue"}.)ImportError{.interpreted-text role="exc"} now displays module name and module__file__path whenfrom ... import ...fails. (Contributed by Matthias Bussonnier in29546{.interpreted-text role="issue"}.)- Circular imports involving absolute imports with binding a submodule to a name are now supported. (Contributed by Serhiy Storchaka in
30024{.interpreted-text role="issue"}.) object.__format__(x, '')is now equivalent tostr(x)rather thanformat(str(self), ''). (Contributed by Serhiy Storchaka in28974{.interpreted-text role="issue"}.)- In order to better support dynamic creation of stack traces,
types.TracebackType{.interpreted-text role="class"} can now be instantiated from Python code, and the~traceback.tb_next{.interpreted-text role="attr"} attribute ontracebacks <traceback-objects>{.interpreted-text role="ref"} is now writable. (Contributed by Nathaniel J. Smith in30579{.interpreted-text role="issue"}.) - When using the
-m{.interpreted-text role="option"} switch,sys.path[0]is now eagerly expanded to the full starting directory path, rather than being left as the empty directory (which allows imports from the current working directory at the time when an import occurs) (Contributed by Nick Coghlan in33053{.interpreted-text role="issue"}.) - The new
-X{.interpreted-text role="option"}importtimeoption or thePYTHONPROFILEIMPORTTIME{.interpreted-text role="envvar"} environment variable can be used to show the timing of each module import. (Contributed by Inada Naoki in31415{.interpreted-text role="issue"}.)
New Modules
contextvars {#whatsnew37-pep567}
The new contextvars{.interpreted-text role="mod"} module and a set of new C APIs <contextvarsobjects>{.interpreted-text role="ref"} introduce support for context variables. Context variables are conceptually similar to thread-local variables. Unlike TLS, context variables support asynchronous code correctly.
The asyncio{.interpreted-text role="mod"} and decimal{.interpreted-text role="mod"} modules have been updated to use and support context variables out of the box. Particularly the active decimal context is now stored in a context variable, which allows decimal operations to work with the correct context in asynchronous code.
::: seealso
567{.interpreted-text role="pep"} -- Context Variables
: PEP written and implemented by Yury Selivanov :::
dataclasses {#whatsnew37-pep557}
The new ~dataclasses.dataclass{.interpreted-text role="func"} decorator provides a way to declare data classes. A data class describes its attributes using class variable annotations. Its constructor and other magic methods, such as ~object.__repr__{.interpreted-text role="meth"}, ~object.__eq__{.interpreted-text role="meth"}, and ~object.__hash__{.interpreted-text role="meth"} are generated automatically.
Example:
@dataclass
class Point:
x: float
y: float
z: float = 0.0
p = Point(1.5, 2.5)
print(p) # produces "Point(x=1.5, y=2.5, z=0.0)"
::: seealso
557{.interpreted-text role="pep"} -- Data Classes
: PEP written and implemented by Eric V. Smith :::
importlib.resources {#whatsnew37_importlib_resources}
The new importlib.resources{.interpreted-text role="mod"} module provides several new APIs and one new ABC for access to, opening, and reading resources inside packages. Resources are roughly similar to files inside packages, but they needn't be actual files on the physical file system. Module loaders can provide a !get_resource_reader{.interpreted-text role="meth"} function which returns a !importlib.abc.ResourceReader{.interpreted-text role="class"} instance to support this new API. Built-in file path loaders and zip file loaders both support this.
Contributed by Barry Warsaw and Brett Cannon in 32248{.interpreted-text role="issue"}.
::: seealso importlib_resources -- a PyPI backport for earlier Python versions. :::
Improved Modules
argparse
The new ArgumentParser.parse_intermixed_args() <argparse.ArgumentParser.parse_intermixed_args>{.interpreted-text role="meth"} method allows intermixing options and positional arguments. (Contributed by paul.j3 in 14191{.interpreted-text role="issue"}.)
asyncio {#whatsnew37_asyncio}
The asyncio{.interpreted-text role="mod"} module has received many new features, usability and performance improvements <whatsnew37-asyncio-perf>{.interpreted-text role="ref"}. Notable changes include:
The new
provisional <provisional API>{.interpreted-text role="term"}asyncio.run{.interpreted-text role="func"} function can be used to run a coroutine from synchronous code by automatically creating and destroying the event loop. (Contributed by Yury Selivanov in32314{.interpreted-text role="issue"}.)asyncio gained support for
contextvars{.interpreted-text role="mod"}.loop.call_soon() <asyncio.loop.call_soon>{.interpreted-text role="meth"},loop.call_soon_threadsafe() <asyncio.loop.call_soon_threadsafe>{.interpreted-text role="meth"},loop.call_later() <asyncio.loop.call_later>{.interpreted-text role="meth"},loop.call_at() <asyncio.loop.call_at>{.interpreted-text role="meth"}, andFuture.add_done_callback() <asyncio.Future.add_done_callback>{.interpreted-text role="meth"} have a new optional keyword-only context parameter.Tasks <asyncio.Task>{.interpreted-text role="class"} now track their context automatically. See567{.interpreted-text role="pep"} for more details. (Contributed by Yury Selivanov in32436{.interpreted-text role="issue"}.)The new
asyncio.create_task{.interpreted-text role="func"} function has been added as a shortcut toasyncio.get_event_loop().create_task(). (Contributed by Andrew Svetlov in32311{.interpreted-text role="issue"}.)The new
loop.start_tls() <asyncio.loop.start_tls>{.interpreted-text role="meth"} method can be used to upgrade an existing connection to TLS. (Contributed by Yury Selivanov in23749{.interpreted-text role="issue"}.)The new
loop.sock_recv_into() <asyncio.loop.sock_recv_into>{.interpreted-text role="meth"} method allows reading data from a socket directly into a provided buffer making it possible to reduce data copies. (Contributed by Antoine Pitrou in31819{.interpreted-text role="issue"}.)The new
asyncio.current_task{.interpreted-text role="func"} function returns the currently running~asyncio.Task{.interpreted-text role="class"} instance, and the newasyncio.all_tasks{.interpreted-text role="func"} function returns a set of all existingTaskinstances in a given loop. The!Task.current_task{.interpreted-text role="meth"} and!Task.all_tasks{.interpreted-text role="meth"} methods have been deprecated. (Contributed by Andrew Svetlov in32250{.interpreted-text role="issue"}.)The new provisional
~asyncio.BufferedProtocol{.interpreted-text role="class"} class allows implementing streaming protocols with manual control over the receive buffer. (Contributed by Yury Selivanov in32251{.interpreted-text role="issue"}.)The new
asyncio.get_running_loop{.interpreted-text role="func"} function returns the currently running loop, and raises aRuntimeError{.interpreted-text role="exc"} if no loop is running. This is in contrast withasyncio.get_event_loop{.interpreted-text role="func"}, which will create a new event loop if none is running. (Contributed by Yury Selivanov in32269{.interpreted-text role="issue"}.)The new
StreamWriter.wait_closed() <asyncio.StreamWriter.wait_closed>{.interpreted-text role="meth"} coroutine method allows waiting until the stream writer is closed. The newStreamWriter.is_closing() <asyncio.StreamWriter.is_closing>{.interpreted-text role="meth"} method can be used to determine if the writer is closing. (Contributed by Andrew Svetlov in32391{.interpreted-text role="issue"}.)The new
loop.sock_sendfile() <asyncio.loop.sock_sendfile>{.interpreted-text role="meth"} coroutine method allows sending files usingos.sendfile{.interpreted-text role="mod"} when possible. (Contributed by Andrew Svetlov in32410{.interpreted-text role="issue"}.)The new
Future.get_loop() <asyncio.Future.get_loop>{.interpreted-text role="meth"} andTask.get_loop()methods return the instance of the loop on which a task or a future were created.Server.get_loop() <asyncio.Server.get_loop>{.interpreted-text role="meth"} allows doing the same forasyncio.Server{.interpreted-text role="class"} objects. (Contributed by Yury Selivanov in32415{.interpreted-text role="issue"} and Srinivas Reddy Thatiparthy in32418{.interpreted-text role="issue"}.)It is now possible to control how instances of
asyncio.Server{.interpreted-text role="class"} begin serving. Previously, the server would start serving immediately when created. The new start_serving keyword argument toloop.create_server() <asyncio.loop.create_server>{.interpreted-text role="meth"} andloop.create_unix_server() <asyncio.loop.create_unix_server>{.interpreted-text role="meth"}, as well asServer.start_serving() <asyncio.Server.start_serving>{.interpreted-text role="meth"}, andServer.serve_forever() <asyncio.Server.serve_forever>{.interpreted-text role="meth"} can be used to decouple server instantiation and serving. The newServer.is_serving() <asyncio.Server.is_serving>{.interpreted-text role="meth"} method returnsTrueif the server is serving.~asyncio.Server{.interpreted-text role="class"} objects are now asynchronous context managers:srv = await loop.create_server(...) async with srv: # some code # At this point, srv is closed and no longer accepts new connections.(Contributed by Yury Selivanov in
32662{.interpreted-text role="issue"}.)Callback objects returned by
loop.call_later() <asyncio.loop.call_later>{.interpreted-text role="func"} gained the newwhen() <asyncio.TimerHandle.when>{.interpreted-text role="meth"} method which returns an absolute scheduled callback timestamp. (Contributed by Andrew Svetlov in32741{.interpreted-text role="issue"}.)The :meth:`loop.create_datagram_endpoint() <asyncio.loop.create_datagram_endpoint>` method gained support for Unix sockets. (Contributed by Quentin Dawans in
31245{.interpreted-text role="issue"}.)The
asyncio.open_connection{.interpreted-text role="func"},asyncio.start_server{.interpreted-text role="func"} functions,loop.create_connection() <asyncio.loop.create_connection>{.interpreted-text role="meth"},loop.create_server() <asyncio.loop.create_server>{.interpreted-text role="meth"},loop.create_accepted_socket() <asyncio.loop.connect_accepted_socket>{.interpreted-text role="meth"} methods and their corresponding UNIX socket variants now accept the ssl_handshake_timeout keyword argument. (Contributed by Neil Aspinall in29970{.interpreted-text role="issue"}.)The new
Handle.cancelled() <asyncio.Handle.cancelled>{.interpreted-text role="meth"} method returnsTrueif the callback was cancelled. (Contributed by Marat Sharafutdinov in31943{.interpreted-text role="issue"}.)The asyncio source has been converted to use the
async{.interpreted-text role="keyword"}/await{.interpreted-text role="keyword"} syntax. (Contributed by Andrew Svetlov in32193{.interpreted-text role="issue"}.)The new
ReadTransport.is_reading() <asyncio.ReadTransport.is_reading>{.interpreted-text role="meth"} method can be used to determine the reading state of the transport. Additionally, calls toReadTransport.resume_reading() <asyncio.ReadTransport.resume_reading>{.interpreted-text role="meth"} andReadTransport.pause_reading() <asyncio.ReadTransport.pause_reading>{.interpreted-text role="meth"} are now idempotent. (Contributed by Yury Selivanov in32356{.interpreted-text role="issue"}.)Loop methods which accept socket paths now support passing
path-like objects <path-like object>{.interpreted-text role="term"}. (Contributed by Yury Selivanov in32066{.interpreted-text role="issue"}.)In
asyncio{.interpreted-text role="mod"} TCP sockets on Linux are now created withTCP_NODELAYflag set by default. (Contributed by Yury Selivanov and Victor Stinner in27456{.interpreted-text role="issue"}.)Exceptions occurring in cancelled tasks are no longer logged. (Contributed by Yury Selivanov in
30508{.interpreted-text role="issue"}.)New
WindowsSelectorEventLoopPolicyandWindowsProactorEventLoopPolicyclasses. (Contributed by Yury Selivanov in33792{.interpreted-text role="issue"}.)
Several asyncio APIs have been deprecated <whatsnew37-asyncio-deprecated>{.interpreted-text role="ref"}.
binascii
The ~binascii.b2a_uu{.interpreted-text role="func"} function now accepts an optional backtick keyword argument. When it's true, zeros are represented by '`' instead of spaces. (Contributed by Xiang Zhang in 30103{.interpreted-text role="issue"}.)
calendar
The ~calendar.HTMLCalendar{.interpreted-text role="class"} class has new class attributes which ease the customization of CSS classes in the produced HTML calendar. (Contributed by Oz Tiram in 30095{.interpreted-text role="issue"}.)
collections
collections.namedtuple() now supports default values. (Contributed by Raymond Hettinger in 32320{.interpreted-text role="issue"}.)
compileall
compileall.compile_dir{.interpreted-text role="func"} learned the new invalidation_mode parameter, which can be used to enable hash-based .pyc invalidation <whatsnew37-pep552>{.interpreted-text role="ref"}. The invalidation mode can also be specified on the command line using the new --invalidation-mode argument. (Contributed by Benjamin Peterson in 31650{.interpreted-text role="issue"}.)
concurrent.futures
ProcessPoolExecutor <concurrent.futures.ProcessPoolExecutor>{.interpreted-text role="class"} and ThreadPoolExecutor <concurrent.futures.ThreadPoolExecutor>{.interpreted-text role="class"} now support the new initializer and initargs constructor arguments. (Contributed by Antoine Pitrou in 21423{.interpreted-text role="issue"}.)
The ProcessPoolExecutor <concurrent.futures.ProcessPoolExecutor>{.interpreted-text role="class"} can now take the multiprocessing context via the new mp_context argument. (Contributed by Thomas Moreau in 31540{.interpreted-text role="issue"}.)
contextlib
The new ~contextlib.nullcontext{.interpreted-text role="func"} is a simpler and faster no-op context manager than ~contextlib.ExitStack{.interpreted-text role="class"}. (Contributed by Jesse-Bakker in 10049{.interpreted-text role="issue"}.)
The new ~contextlib.asynccontextmanager{.interpreted-text role="func"}, ~contextlib.AbstractAsyncContextManager{.interpreted-text role="class"}, and ~contextlib.AsyncExitStack{.interpreted-text role="class"} have been added to complement their synchronous counterparts. (Contributed by Jelle Zijlstra in 29679{.interpreted-text role="issue"} and 30241{.interpreted-text role="issue"}, and by Alexander Mohr and Ilya Kulakov in 29302{.interpreted-text role="issue"}.)
cProfile
The !cProfile{.interpreted-text role="mod"} command line now accepts -m module_name as an alternative to script path. (Contributed by Sanyam Khurana in 21862{.interpreted-text role="issue"}.)
crypt
The !crypt{.interpreted-text role="mod"} module now supports the Blowfish hashing method. (Contributed by Serhiy Storchaka in 31664{.interpreted-text role="issue"}.)
The !mksalt{.interpreted-text role="func"} function now allows specifying the number of rounds for hashing. (Contributed by Serhiy Storchaka in 31702{.interpreted-text role="issue"}.)
datetime
The new datetime.fromisoformat() <datetime.datetime.fromisoformat>{.interpreted-text role="meth"} method constructs a ~datetime.datetime{.interpreted-text role="class"} object from a string in one of the formats output by datetime.isoformat() <datetime.datetime.isoformat>{.interpreted-text role="meth"}. (Contributed by Paul Ganssle in 15873{.interpreted-text role="issue"}.)
The tzinfo <datetime.tzinfo>{.interpreted-text role="class"} class now supports sub-minute offsets. (Contributed by Alexander Belopolsky in 5288{.interpreted-text role="issue"}.)
dbm
dbm.dumb{.interpreted-text role="mod"} now supports reading read-only files and no longer writes the index file when it is not changed.
decimal
The decimal{.interpreted-text role="mod"} module now uses context variables <whatsnew37-pep567>{.interpreted-text role="ref"} to store the decimal context. (Contributed by Yury Selivanov in 32630{.interpreted-text role="issue"}.)
dis
The ~dis.dis{.interpreted-text role="func"} function is now able to disassemble nested code objects (the code of comprehensions, generator expressions and nested functions, and the code used for building nested classes). The maximum depth of disassembly recursion is controlled by the new depth parameter. (Contributed by Serhiy Storchaka in 11822{.interpreted-text role="issue"}.)
distutils
README.rst is now included in the list of distutils standard READMEs and therefore included in source distributions. (Contributed by Ryan Gonzalez in 11913{.interpreted-text role="issue"}.)
enum
The Enum <enum.Enum>{.interpreted-text role="class"} learned the new _ignore_ class property, which allows listing the names of properties which should not become enum members. (Contributed by Ethan Furman in 31801{.interpreted-text role="issue"}.)
In Python 3.8, attempting to check for non-Enum objects in ~enum.Enum{.interpreted-text role="class"} classes will raise a TypeError{.interpreted-text role="exc"} (e.g. 1 in Color); similarly, attempting to check for non-Flag objects in a ~enum.Flag{.interpreted-text role="class"} member will raise TypeError{.interpreted-text role="exc"} (e.g. 1 in Perm.RW); currently, both operations return False{.interpreted-text role="const"} instead and are deprecated. (Contributed by Ethan Furman in 33217{.interpreted-text role="issue"}.)
functools
functools.singledispatch{.interpreted-text role="func"} now supports registering implementations using type annotations. (Contributed by Łukasz Langa in 32227{.interpreted-text role="issue"}.)
gc
The new gc.freeze{.interpreted-text role="func"} function allows freezing all objects tracked by the garbage collector and excluding them from future collections. This can be used before a POSIX fork() call to make the GC copy-on-write friendly or to speed up collection. The new gc.unfreeze{.interpreted-text role="func"} functions reverses this operation. Additionally, gc.get_freeze_count{.interpreted-text role="func"} can be used to obtain the number of frozen objects. (Contributed by Li Zekun in 31558{.interpreted-text role="issue"}.)
hmac
The hmac{.interpreted-text role="mod"} module now has an optimized one-shot ~hmac.digest{.interpreted-text role="func"} function, which is up to three times faster than ~hmac.HMAC{.interpreted-text role="func"}. (Contributed by Christian Heimes in 32433{.interpreted-text role="issue"}.)
http.client
~http.client.HTTPConnection{.interpreted-text role="class"} and ~http.client.HTTPSConnection{.interpreted-text role="class"} now support the new blocksize argument for improved upload throughput. (Contributed by Nir Soffer in 31945{.interpreted-text role="issue"}.)
http.server
~http.server.SimpleHTTPRequestHandler{.interpreted-text role="class"} now supports the HTTP If-Modified-Since header. The server returns the 304 response status if the target file was not modified after the time specified in the header. (Contributed by Pierre Quentel in 29654{.interpreted-text role="issue"}.)
~http.server.SimpleHTTPRequestHandler{.interpreted-text role="class"} accepts the new directory argument, in addition to the new --directory command line argument. With this parameter, the server serves the specified directory, by default it uses the current working directory. (Contributed by Stéphane Wirtel and Julien Palard in 28707{.interpreted-text role="issue"}.)
The new ThreadingHTTPServer <http.server.ThreadingHTTPServer>{.interpreted-text role="class"} class uses threads to handle requests using ~socketserver.ThreadingMixIn{.interpreted-text role="class"}. It is used when http.server is run with -m. (Contributed by Julien Palard in 31639{.interpreted-text role="issue"}.)
idlelib and IDLE
Multiple fixes for autocompletion. (Contributed by Louie Lu in 15786{.interpreted-text role="issue"}.)
Module Browser (on the File menu, formerly called Class Browser), now displays nested functions and classes in addition to top-level functions and classes. (Contributed by Guilherme Polo, Cheryl Sabella, and Terry Jan Reedy in 1612262{.interpreted-text role="issue"}.)
The Settings dialog (Options, Configure IDLE) has been partly rewritten to improve both appearance and function. (Contributed by Cheryl Sabella and Terry Jan Reedy in multiple issues.)
The font sample now includes a selection of non-Latin characters so that users can better see the effect of selecting a particular font. (Contributed by Terry Jan Reedy in 13802{.interpreted-text role="issue"}.) The sample can be edited to include other characters. (Contributed by Serhiy Storchaka in 31860{.interpreted-text role="issue"}.)
The IDLE features formerly implemented as extensions have been reimplemented as normal features. Their settings have been moved from the Extensions tab to other dialog tabs. (Contributed by Charles Wohlganger and Terry Jan Reedy in 27099{.interpreted-text role="issue"}.)
Editor code context option revised. Box displays all context lines up to maxlines. Clicking on a context line jumps the editor to that line. Context colors for custom themes is added to Highlights tab of Settings dialog. (Contributed by Cheryl Sabella and Terry Jan Reedy in 33642{.interpreted-text role="issue"}, 33768{.interpreted-text role="issue"}, and 33679{.interpreted-text role="issue"}.)
On Windows, a new API call tells Windows that tk scales for DPI. On Windows 8.1+ or 10, with DPI compatibility properties of the Python binary unchanged, and a monitor resolution greater than 96 DPI, this should make text and lines sharper. It should otherwise have no effect. (Contributed by Terry Jan Reedy in 33656{.interpreted-text role="issue"}.)
New in 3.7.1:
Output over N lines (50 by default) is squeezed down to a button. N can be changed in the PyShell section of the General page of the Settings dialog. Fewer, but possibly extra long, lines can be squeezed by right clicking on the output. Squeezed output can be expanded in place by double-clicking the button or into the clipboard or a separate window by right-clicking the button. (Contributed by Tal Einat in 1529353{.interpreted-text role="issue"}.)
The changes above have been backported to 3.6 maintenance releases.
NEW in 3.7.4:
Add "Run Customized" to the Run menu to run a module with customized settings. Any command line arguments entered are added to sys.argv. They re-appear in the box for the next customized run. One can also suppress the normal Shell main module restart. (Contributed by Cheryl Sabella, Terry Jan Reedy, and others in 5680{.interpreted-text role="issue"} and 37627{.interpreted-text role="issue"}.)
New in 3.7.5:
Add optional line numbers for IDLE editor windows. Windows open without line numbers unless set otherwise in the General tab of the configuration dialog. Line numbers for an existing window are shown and hidden in the Options menu. (Contributed by Tal Einat and Saimadhav Heblikar in 17535{.interpreted-text role="issue"}.)
importlib
The !importlib.abc.ResourceReader{.interpreted-text role="class"} ABC was introduced to support the loading of resources from packages. See also whatsnew37_importlib_resources{.interpreted-text role="ref"}. (Contributed by Barry Warsaw, Brett Cannon in 32248{.interpreted-text role="issue"}.)
importlib.reload{.interpreted-text role="func"} now raises ModuleNotFoundError{.interpreted-text role="exc"} if the module lacks a spec. (Contributed by Garvit Khatri in 29851{.interpreted-text role="issue"}.)
importlib.util.find_spec{.interpreted-text role="func"} now raises ModuleNotFoundError{.interpreted-text role="exc"} instead of AttributeError{.interpreted-text role="exc"} if the specified parent module is not a package (i.e. lacks a __path__ attribute). (Contributed by Milan Oberkirch in 30436{.interpreted-text role="issue"}.)
The new importlib.util.source_hash{.interpreted-text role="func"} can be used to compute the hash of the passed source. A hash-based .pyc file <whatsnew37-pep552>{.interpreted-text role="ref"} embeds the value returned by this function.
io
The new TextIOWrapper.reconfigure() <io.TextIOWrapper.reconfigure>{.interpreted-text role="meth"} method can be used to reconfigure the text stream with the new settings. (Contributed by Antoine Pitrou in 30526{.interpreted-text role="issue"} and INADA Naoki in 15216{.interpreted-text role="issue"}.)
ipaddress
The new subnet_of() and supernet_of() methods of ipaddress.IPv6Network{.interpreted-text role="class"} and ipaddress.IPv4Network{.interpreted-text role="class"} can be used for network containment tests. (Contributed by Michel Albert and Cheryl Sabella in 20825{.interpreted-text role="issue"}.)
itertools
itertools.islice{.interpreted-text role="func"} now accepts integer-like objects <object.__index__>{.interpreted-text role="meth"} as start, stop, and slice arguments. (Contributed by Will Roberts in 30537{.interpreted-text role="issue"}.)
locale
The new monetary argument to locale.format_string{.interpreted-text role="func"} can be used to make the conversion use monetary thousands separators and grouping strings. (Contributed by Garvit in 10379{.interpreted-text role="issue"}.)
The locale.getpreferredencoding{.interpreted-text role="func"} function now always returns 'UTF-8' on Android or when in the forced UTF-8 mode <whatsnew37-pep540>{.interpreted-text role="ref"}.
logging
~logging.Logger{.interpreted-text role="class"} instances can now be pickled. (Contributed by Vinay Sajip in 30520{.interpreted-text role="issue"}.)
The new StreamHandler.setStream() <logging.StreamHandler.setStream>{.interpreted-text role="meth"} method can be used to replace the logger stream after handler creation. (Contributed by Vinay Sajip in 30522{.interpreted-text role="issue"}.)
It is now possible to specify keyword arguments to handler constructors in configuration passed to logging.config.fileConfig{.interpreted-text role="func"}. (Contributed by Preston Landers in 31080{.interpreted-text role="issue"}.)
math
The new math.remainder{.interpreted-text role="func"} function implements the IEEE 754-style remainder operation. (Contributed by Mark Dickinson in 29962{.interpreted-text role="issue"}.)
mimetypes
The MIME type of .bmp has been changed from 'image/x-ms-bmp' to 'image/bmp'. (Contributed by Nitish Chandra in 22589{.interpreted-text role="issue"}.)
msilib
The new !Database.Close{.interpreted-text role="meth"} method can be used to close the MSI{.interpreted-text role="abbr"} database. (Contributed by Berker Peksag in 20486{.interpreted-text role="issue"}.)
multiprocessing
The new Process.close() <multiprocessing.Process.close>{.interpreted-text role="meth"} method explicitly closes the process object and releases all resources associated with it. ValueError{.interpreted-text role="exc"} is raised if the underlying process is still running. (Contributed by Antoine Pitrou in 30596{.interpreted-text role="issue"}.)
The new Process.kill() <multiprocessing.Process.kill>{.interpreted-text role="meth"} method can be used to terminate the process using the ~signal.SIGKILL{.interpreted-text role="data"} signal on Unix. (Contributed by Vitor Pereira in 30794{.interpreted-text role="issue"}.)
Non-daemonic threads created by ~multiprocessing.Process{.interpreted-text role="class"} are now joined on process exit. (Contributed by Antoine Pitrou in 18966{.interpreted-text role="issue"}.)
os
os.fwalk{.interpreted-text role="func"} now accepts the path argument as bytes{.interpreted-text role="class"}. (Contributed by Serhiy Storchaka in 28682{.interpreted-text role="issue"}.)
os.scandir{.interpreted-text role="func"} gained support for file descriptors <path_fd>{.interpreted-text role="ref"}. (Contributed by Serhiy Storchaka in 25996{.interpreted-text role="issue"}.)
The new ~os.register_at_fork{.interpreted-text role="func"} function allows registering Python callbacks to be executed at process fork. (Contributed by Antoine Pitrou in 16500{.interpreted-text role="issue"}.)
Added os.preadv{.interpreted-text role="func"} (combine the functionality of os.readv{.interpreted-text role="func"} and os.pread{.interpreted-text role="func"}) and os.pwritev{.interpreted-text role="func"} functions (combine the functionality of os.writev{.interpreted-text role="func"} and os.pwrite{.interpreted-text role="func"}). (Contributed by Pablo Galindo in 31368{.interpreted-text role="issue"}.)
The mode argument of os.makedirs{.interpreted-text role="func"} no longer affects the file permission bits of newly created intermediate-level directories. (Contributed by Serhiy Storchaka in 19930{.interpreted-text role="issue"}.)
os.dup2{.interpreted-text role="func"} now returns the new file descriptor. Previously, None was always returned. (Contributed by Benjamin Peterson in 32441{.interpreted-text role="issue"}.)
The structure returned by os.stat{.interpreted-text role="func"} now contains the ~os.stat_result.st_fstype{.interpreted-text role="attr"} attribute on Solaris and its derivatives. (Contributed by Jesús Cea Avión in 32659{.interpreted-text role="issue"}.)
pathlib
The new Path.is_mount() <pathlib.Path.is_mount>{.interpreted-text role="meth"} method is now available on POSIX systems and can be used to determine whether a path is a mount point. (Contributed by Cooper Ry Lees in 30897{.interpreted-text role="issue"}.)
pdb
pdb.set_trace{.interpreted-text role="func"} now takes an optional header keyword-only argument. If given, it is printed to the console just before debugging begins. (Contributed by Barry Warsaw in 31389{.interpreted-text role="issue"}.)
pdb{.interpreted-text role="mod"} command line now accepts -m module_name as an alternative to script file. (Contributed by Mario Corchero in 32206{.interpreted-text role="issue"}.)
py_compile
py_compile.compile{.interpreted-text role="func"} -- and by extension, compileall{.interpreted-text role="mod"} -- now respects the SOURCE_DATE_EPOCH{.interpreted-text role="envvar"} environment variable by unconditionally creating .pyc files for hash-based validation. This allows for guaranteeing reproducible builds of .pyc files when they are created eagerly. (Contributed by Bernhard M. Wiedemann in 29708{.interpreted-text role="issue"}.)
pydoc
The pydoc server can now bind to an arbitrary hostname specified by the new -n command-line argument. (Contributed by Feanil Patel in 31128{.interpreted-text role="issue"}.)
queue
The new ~queue.SimpleQueue{.interpreted-text role="class"} class is an unbounded FIFO{.interpreted-text role="abbr"} queue. (Contributed by Antoine Pitrou in 14976{.interpreted-text role="issue"}.)
re
The flags re.ASCII{.interpreted-text role="const"}, re.LOCALE{.interpreted-text role="const"} and re.UNICODE{.interpreted-text role="const"} can be set within the scope of a group. (Contributed by Serhiy Storchaka in 31690{.interpreted-text role="issue"}.)
re.split{.interpreted-text role="func"} now supports splitting on a pattern like r'\b', '^$' or (?=-) that matches an empty string. (Contributed by Serhiy Storchaka in 25054{.interpreted-text role="issue"}.)
Regular expressions compiled with the re.LOCALE{.interpreted-text role="const"} flag no longer depend on the locale at compile time. Locale settings are applied only when the compiled regular expression is used. (Contributed by Serhiy Storchaka in 30215{.interpreted-text role="issue"}.)
FutureWarning{.interpreted-text role="exc"} is now emitted if a regular expression contains character set constructs that will change semantically in the future, such as nested sets and set operations. (Contributed by Serhiy Storchaka in 30349{.interpreted-text role="issue"}.)
Compiled regular expression and match objects can now be copied using copy.copy{.interpreted-text role="func"} and copy.deepcopy{.interpreted-text role="func"}. (Contributed by Serhiy Storchaka in 10076{.interpreted-text role="issue"}.)
signal
The new warn_on_full_buffer argument to the signal.set_wakeup_fd{.interpreted-text role="func"} function makes it possible to specify whether Python prints a warning on stderr when the wakeup buffer overflows. (Contributed by Nathaniel J. Smith in 30050{.interpreted-text role="issue"}.)
socket
The new socket.getblocking() <socket.socket.getblocking>{.interpreted-text role="func"} method returns True if the socket is in blocking mode and False otherwise. (Contributed by Yury Selivanov in 32373{.interpreted-text role="issue"}.)
The new socket.close{.interpreted-text role="func"} function closes the passed socket file descriptor. This function should be used instead of os.close{.interpreted-text role="func"} for better compatibility across platforms. (Contributed by Christian Heimes in 32454{.interpreted-text role="issue"}.)
The socket{.interpreted-text role="mod"} module now exposes the socket.TCP_CONGESTION <socket-unix-constants>{.interpreted-text role="ref"} (Linux 2.6.13), socket.TCP_USER_TIMEOUT <socket-unix-constants>{.interpreted-text role="ref"} (Linux 2.6.37), and socket.TCP_NOTSENT_LOWAT <socket-unix-constants>{.interpreted-text role="ref"} (Linux 3.12) constants. (Contributed by Omar Sandoval in 26273{.interpreted-text role="issue"} and Nathaniel J. Smith in 29728{.interpreted-text role="issue"}.)
Support for socket.AF_VSOCK{.interpreted-text role="const"} sockets has been added to allow communication between virtual machines and their hosts. (Contributed by Cathy Avery in 27584{.interpreted-text role="issue"}.)
Sockets now auto-detect family, type and protocol from file descriptor by default. (Contributed by Christian Heimes in 28134{.interpreted-text role="issue"}.)
socketserver
socketserver.ThreadingMixIn.server_close <socketserver.BaseServer.server_close>{.interpreted-text role="meth"} now waits until all non-daemon threads complete. socketserver.ForkingMixIn.server_close <socketserver.BaseServer.server_close>{.interpreted-text role="meth"} now waits until all child processes complete.
Add a new socketserver.ForkingMixIn.block_on_close <socketserver.ThreadingMixIn.block_on_close>{.interpreted-text role="attr"} class attribute to socketserver.ForkingMixIn{.interpreted-text role="class"} and socketserver.ThreadingMixIn{.interpreted-text role="class"} classes. Set the class attribute to False to get the pre-3.7 behaviour.
sqlite3
sqlite3.Connection{.interpreted-text role="class"} now exposes the ~sqlite3.Connection.backup{.interpreted-text role="meth"} method when the underlying SQLite library is at version 3.6.11 or higher. (Contributed by Lele Gaifax in 27645{.interpreted-text role="issue"}.)
The database argument of sqlite3.connect{.interpreted-text role="func"} now accepts any path-like object{.interpreted-text role="term"}, instead of just a string. (Contributed by Anders Lorentsen in 31843{.interpreted-text role="issue"}.)
ssl
The ssl{.interpreted-text role="mod"} module now uses OpenSSL's builtin API instead of !match_hostname{.interpreted-text role="func"} to check a host name or an IP address. Values are validated during TLS handshake. Any certificate validation error including failing the host name check now raises ~ssl.SSLCertVerificationError{.interpreted-text role="exc"} and aborts the handshake with a proper TLS Alert message. The new exception contains additional information. Host name validation can be customized with SSLContext.hostname_checks_common_name <ssl.SSLContext.hostname_checks_common_name>{.interpreted-text role="attr"}. (Contributed by Christian Heimes in 31399{.interpreted-text role="issue"}.)
:::: note ::: title Note :::
The improved host name check requires a libssl implementation compatible with OpenSSL 1.0.2 or 1.1. Consequently, OpenSSL 0.9.8 and 1.0.1 are no longer supported (see 37-platform-support-removals{.interpreted-text role="ref"} for more details). The ssl module is mostly compatible with LibreSSL 2.7.2 and newer.
::::
The ssl module no longer sends IP addresses in SNI TLS extension. (Contributed by Christian Heimes in 32185{.interpreted-text role="issue"}.)
!match_hostname{.interpreted-text role="func"} no longer supports partial wildcards like www*.example.org. (Contributed by Mandeep Singh in 23033{.interpreted-text role="issue"} and Christian Heimes in 31399{.interpreted-text role="issue"}.)
The default cipher suite selection of the ssl module now uses a blacklist approach rather than a hard-coded whitelist. Python no longer re-enables ciphers that have been blocked by OpenSSL security updates. Default cipher suite selection can be configured at compile time. (Contributed by Christian Heimes in 31429{.interpreted-text role="issue"}.)
Validation of server certificates containing internationalized domain names (IDNs) is now supported. As part of this change, the SSLSocket.server_hostname <ssl.SSLSocket.server_hostname>{.interpreted-text role="attr"} attribute now stores the expected hostname in A-label form ("xn--pythn-mua.org"), rather than the U-label form ("pythön.org"). (Contributed by Nathaniel J. Smith and Christian Heimes in 28414{.interpreted-text role="issue"}.)
The ssl module has preliminary and experimental support for TLS 1.3 and OpenSSL 1.1.1. At the time of Python 3.7.0 release, OpenSSL 1.1.1 is still under development and TLS 1.3 hasn't been finalized yet. The TLS 1.3 handshake and protocol behaves slightly differently than TLS 1.2 and earlier, see ssl-tlsv1_3{.interpreted-text role="ref"}. (Contributed by Christian Heimes in 32947{.interpreted-text role="issue"}, 20995{.interpreted-text role="issue"}, 29136{.interpreted-text role="issue"}, 30622{.interpreted-text role="issue"} and 33618{.interpreted-text role="issue"})
~ssl.SSLSocket{.interpreted-text role="class"} and ~ssl.SSLObject{.interpreted-text role="class"} no longer have a public constructor. Direct instantiation was never a documented and supported feature. Instances must be created with ~ssl.SSLContext{.interpreted-text role="class"} methods ~ssl.SSLContext.wrap_socket{.interpreted-text role="meth"} and ~ssl.SSLContext.wrap_bio{.interpreted-text role="meth"}. (Contributed by Christian Heimes in 32951{.interpreted-text role="issue"})
OpenSSL 1.1 APIs for setting the minimum and maximum TLS protocol version are available as SSLContext.minimum_version <ssl.SSLContext.minimum_version>{.interpreted-text role="attr"} and SSLContext.maximum_version <ssl.SSLContext.maximum_version>{.interpreted-text role="attr"}. Supported protocols are indicated by several new flags, such as ~ssl.HAS_TLSv1_1{.interpreted-text role="data"}. (Contributed by Christian Heimes in 32609{.interpreted-text role="issue"}.)
Added ssl.SSLContext.post_handshake_auth{.interpreted-text role="attr"} to enable and ssl.SSLSocket.verify_client_post_handshake{.interpreted-text role="meth"} to initiate TLS 1.3 post-handshake authentication. (Contributed by Christian Heimes in 78851{.interpreted-text role="gh"}.)
string
string.Template{.interpreted-text role="class"} now lets you to optionally modify the regular expression pattern for braced placeholders and non-braced placeholders separately. (Contributed by Barry Warsaw in 1198569{.interpreted-text role="issue"}.)
subprocess
The subprocess.run{.interpreted-text role="func"} function accepts the new capture_output keyword argument. When true, stdout and stderr will be captured. This is equivalent to passing subprocess.PIPE{.interpreted-text role="const"} as stdout and stderr arguments. (Contributed by Bo Bayles in 32102{.interpreted-text role="issue"}.)
The subprocess.run function and the subprocess.Popen{.interpreted-text role="class"} constructor now accept the text keyword argument as an alias to universal_newlines. (Contributed by Andrew Clegg in 31756{.interpreted-text role="issue"}.)
On Windows the default for close_fds was changed from False to True when redirecting the standard handles. It's now possible to set close_fds to true when redirecting the standard handles. See subprocess.Popen{.interpreted-text role="class"}. This means that close_fds now defaults to True on all supported platforms. (Contributed by Segev Finer in 19764{.interpreted-text role="issue"}.)
The subprocess module is now more graceful when handling KeyboardInterrupt{.interpreted-text role="exc"} during subprocess.call{.interpreted-text role="func"}, subprocess.run{.interpreted-text role="func"}, or in a ~subprocess.Popen{.interpreted-text role="class"} context manager. It now waits a short amount of time for the child to exit, before continuing the handling of the KeyboardInterrupt exception. (Contributed by Gregory P. Smith in 25942{.interpreted-text role="issue"}.)
sys
The new sys.breakpointhook{.interpreted-text role="func"} hook function is called by the built-in breakpoint{.interpreted-text role="func"}. (Contributed by Barry Warsaw in 31353{.interpreted-text role="issue"}.)
On Android, the new sys.getandroidapilevel{.interpreted-text role="func"} returns the build-time Android API version. (Contributed by Victor Stinner in 28740{.interpreted-text role="issue"}.)
The new sys.get_coroutine_origin_tracking_depth{.interpreted-text role="func"} function returns the current coroutine origin tracking depth, as set by the new sys.set_coroutine_origin_tracking_depth{.interpreted-text role="func"}. asyncio{.interpreted-text role="mod"} has been converted to use this new API instead of the deprecated !sys.set_coroutine_wrapper{.interpreted-text role="func"}. (Contributed by Nathaniel J. Smith in 32591{.interpreted-text role="issue"}.)
time
564{.interpreted-text role="pep"} adds six new functions with nanosecond resolution to the time{.interpreted-text role="mod"} module:
time.clock_gettime_ns{.interpreted-text role="func"}time.clock_settime_ns{.interpreted-text role="func"}time.monotonic_ns{.interpreted-text role="func"}time.perf_counter_ns{.interpreted-text role="func"}time.process_time_ns{.interpreted-text role="func"}time.time_ns{.interpreted-text role="func"}
New clock identifiers have been added:
time.CLOCK_BOOTTIME{.interpreted-text role="const"} (Linux): Identical totime.CLOCK_MONOTONIC{.interpreted-text role="const"}, except it also includes any time that the system is suspended.time.CLOCK_PROF{.interpreted-text role="const"} (FreeBSD, NetBSD and OpenBSD): High-resolution per-process CPU timer.time.CLOCK_UPTIME{.interpreted-text role="const"} (FreeBSD, OpenBSD): Time whose absolute value is the time the system has been running and not suspended, providing accurate uptime measurement.
The new time.thread_time{.interpreted-text role="func"} and time.thread_time_ns{.interpreted-text role="func"} functions can be used to get per-thread CPU time measurements. (Contributed by Antoine Pitrou in 32025{.interpreted-text role="issue"}.)
The new time.pthread_getcpuclockid{.interpreted-text role="func"} function returns the clock ID of the thread-specific CPU-time clock.
tkinter
The new tkinter.ttk.Spinbox{.interpreted-text role="class"} class is now available. (Contributed by Alan Moore in 32585{.interpreted-text role="issue"}.)
tracemalloc
tracemalloc.Traceback{.interpreted-text role="class"} behaves more like regular tracebacks, sorting the frames from oldest to most recent. Traceback.format() <tracemalloc.Traceback.format>{.interpreted-text role="meth"} now accepts negative limit, truncating the result to the abs(limit) oldest frames. To get the old behaviour, use the new most_recent_first argument to Traceback.format(). (Contributed by Jesse Bakker in 32121{.interpreted-text role="issue"}.)
types
The new ~types.WrapperDescriptorType{.interpreted-text role="class"}, ~types.MethodWrapperType{.interpreted-text role="class"}, ~types.MethodDescriptorType{.interpreted-text role="class"}, and ~types.ClassMethodDescriptorType{.interpreted-text role="class"} classes are now available. (Contributed by Manuel Krebber and Guido van Rossum in 29377{.interpreted-text role="issue"}, and Serhiy Storchaka in 32265{.interpreted-text role="issue"}.)
The new types.resolve_bases{.interpreted-text role="func"} function resolves MRO entries dynamically as specified by 560{.interpreted-text role="pep"}. (Contributed by Ivan Levkivskyi in 32717{.interpreted-text role="issue"}.)
unicodedata
The internal unicodedata{.interpreted-text role="mod"} database has been upgraded to use Unicode 11. (Contributed by Benjamin Peterson.)
unittest
The new -k command-line option allows filtering tests by a name substring or a Unix shell-like pattern. For example, python -m unittest -k foo runs foo_tests.SomeTest.test_something, bar_tests.SomeTest.test_foo, but not bar_tests.FooTest.test_something. (Contributed by Jonas Haag in 32071{.interpreted-text role="issue"}.)
unittest.mock
The ~unittest.mock.sentinel{.interpreted-text role="const"} attributes now preserve their identity when they are copied <copy>{.interpreted-text role="mod"} or pickled <pickle>{.interpreted-text role="mod"}. (Contributed by Serhiy Storchaka in 20804{.interpreted-text role="issue"}.)
The new ~unittest.mock.seal{.interpreted-text role="func"} function allows sealing ~unittest.mock.Mock{.interpreted-text role="class"} instances, which will disallow further creation of attribute mocks. The seal is applied recursively to all attributes that are themselves mocks. (Contributed by Mario Corchero in 30541{.interpreted-text role="issue"}.)
urllib.parse
urllib.parse.quote{.interpreted-text role="func"} has been updated from 2396{.interpreted-text role="rfc"} to 3986{.interpreted-text role="rfc"}, adding ~ to the set of characters that are never quoted by default. (Contributed by Christian Theune and Ratnadeep Debnath in 16285{.interpreted-text role="issue"}.)
uu
The !uu.encode{.interpreted-text role="func"} function now accepts an optional backtick keyword argument. When it's true, zeros are represented by '`' instead of spaces. (Contributed by Xiang Zhang in 30103{.interpreted-text role="issue"}.)
uuid
The new UUID.is_safe <uuid.UUID.is_safe>{.interpreted-text role="attr"} attribute relays information from the platform about whether generated UUIDs are generated with a multiprocessing-safe method. (Contributed by Barry Warsaw in 22807{.interpreted-text role="issue"}.)
uuid.getnode{.interpreted-text role="func"} now prefers universally administered MAC addresses over locally administered MAC addresses. This makes a better guarantee for global uniqueness of UUIDs returned from uuid.uuid1{.interpreted-text role="func"}. If only locally administered MAC addresses are available, the first such one found is returned. (Contributed by Barry Warsaw in 32107{.interpreted-text role="issue"}.)
warnings
The initialization of the default warnings filters has changed as follows:
- warnings enabled via command line options (including those for
-b{.interpreted-text role="option"} and the new CPython-specific-X{.interpreted-text role="option"}devoption) are always passed to the warnings machinery via thesys.warnoptions{.interpreted-text role="data"} attribute. - warnings filters enabled via the command line or the environment now have the following order of precedence:
- the
BytesWarningfilter for-b{.interpreted-text role="option"} (or-bb) - any filters specified with the
-W{.interpreted-text role="option"} option - any filters specified with the
PYTHONWARNINGS{.interpreted-text role="envvar"} environment variable - any other CPython specific filters (e.g. the
defaultfilter added for the new-X devmode) - any implicit filters defined directly by the warnings machinery
- the
- in
CPython debug builds <debug-build>{.interpreted-text role="ref"}, all warnings are now displayed by default (the implicit filter list is empty)
(Contributed by Nick Coghlan and Victor Stinner in 20361{.interpreted-text role="issue"}, 32043{.interpreted-text role="issue"}, and 32230{.interpreted-text role="issue"}.)
Deprecation warnings are once again shown by default in single-file scripts and at the interactive prompt. See whatsnew37-pep565{.interpreted-text role="ref"} for details. (Contributed by Nick Coghlan in 31975{.interpreted-text role="issue"}.)
xml
As mitigation against DTD and external entity retrieval, the xml.dom.minidom{.interpreted-text role="mod"} and xml.sax{.interpreted-text role="mod"} modules no longer process external entities by default. (Contributed by Christian Heimes in 61441{.interpreted-text role="gh"}.)
xml.etree
ElementPath <elementtree-xpath>{.interpreted-text role="ref"} predicates in the !find{.interpreted-text role="meth"} methods can now compare text of the current node with [. = "text"], not only text in children. Predicates also allow adding spaces for better readability. (Contributed by Stefan Behnel in 31648{.interpreted-text role="issue"}.)
xmlrpc.server
!SimpleXMLRPCDispatcher.register_function{.interpreted-text role="meth"} can now be used as a decorator. (Contributed by Xiang Zhang in 7769{.interpreted-text role="issue"}.)
zipapp
Function ~zipapp.create_archive{.interpreted-text role="func"} now accepts an optional filter argument to allow the user to select which files should be included in the archive. (Contributed by Irmen de Jong in 31072{.interpreted-text role="issue"}.)
Function ~zipapp.create_archive{.interpreted-text role="func"} now accepts an optional compressed argument to generate a compressed archive. A command line option --compress has also been added to support compression. (Contributed by Zhiming Wang in 31638{.interpreted-text role="issue"}.)
zipfile
~zipfile.ZipFile{.interpreted-text role="class"} now accepts the new compresslevel parameter to control the compression level. (Contributed by Bo Bayles in 21417{.interpreted-text role="issue"}.)
Subdirectories in archives created by ZipFile are now stored in alphabetical order. (Contributed by Bernhard M. Wiedemann in 30693{.interpreted-text role="issue"}.)
C API Changes
A new API for thread-local storage has been implemented. See whatsnew37-pep539{.interpreted-text role="ref"} for an overview and thread-specific-storage-api{.interpreted-text role="ref"} for a complete reference. (Contributed by Masayuki Yamamoto in 25658{.interpreted-text role="issue"}.)
The new context variables <whatsnew37-pep567>{.interpreted-text role="ref"} functionality exposes a number of new C APIs <contextvarsobjects>{.interpreted-text role="ref"}.
The new PyImport_GetModule{.interpreted-text role="c:func"} function returns the previously imported module with the given name. (Contributed by Eric Snow in 28411{.interpreted-text role="issue"}.)
The new Py_RETURN_RICHCOMPARE{.interpreted-text role="c:macro"} macro eases writing rich comparison functions. (Contributed by Petr Victorin in 23699{.interpreted-text role="issue"}.)
The new Py_UNREACHABLE{.interpreted-text role="c:macro"} macro can be used to mark unreachable code paths. (Contributed by Barry Warsaw in 31338{.interpreted-text role="issue"}.)
The tracemalloc{.interpreted-text role="mod"} now exposes a C API through the new PyTraceMalloc_Track{.interpreted-text role="c:func"} and PyTraceMalloc_Untrack{.interpreted-text role="c:func"} functions. (Contributed by Victor Stinner in 30054{.interpreted-text role="issue"}.)
The new import__find__load__start <static-markers>{.interpreted-text role="ref"} and import__find__load__done <static-markers>{.interpreted-text role="ref"} static markers can be used to trace module imports. (Contributed by Christian Heimes in 31574{.interpreted-text role="issue"}.)
The fields !name{.interpreted-text role="c:member"} and !doc{.interpreted-text role="c:member"} of structures PyMemberDef{.interpreted-text role="c:type"}, PyGetSetDef{.interpreted-text role="c:type"}, PyStructSequence_Field{.interpreted-text role="c:type"}, PyStructSequence_Desc{.interpreted-text role="c:type"}, and !wrapperbase{.interpreted-text role="c:struct"} are now of type const char * rather of char *. (Contributed by Serhiy Storchaka in 28761{.interpreted-text role="issue"}.)
The result of PyUnicode_AsUTF8AndSize{.interpreted-text role="c:func"} and PyUnicode_AsUTF8{.interpreted-text role="c:func"} is now of type const char * rather of char *. (Contributed by Serhiy Storchaka in 28769{.interpreted-text role="issue"}.)
The result of PyMapping_Keys{.interpreted-text role="c:func"}, PyMapping_Values{.interpreted-text role="c:func"} and PyMapping_Items{.interpreted-text role="c:func"} is now always a list, rather than a list or a tuple. (Contributed by Oren Milman in 28280{.interpreted-text role="issue"}.)
Added functions PySlice_Unpack{.interpreted-text role="c:func"} and PySlice_AdjustIndices{.interpreted-text role="c:func"}. (Contributed by Serhiy Storchaka in 27867{.interpreted-text role="issue"}.)
PyOS_AfterFork{.interpreted-text role="c:func"} is deprecated in favour of the new functions PyOS_BeforeFork{.interpreted-text role="c:func"}, PyOS_AfterFork_Parent{.interpreted-text role="c:func"} and PyOS_AfterFork_Child{.interpreted-text role="c:func"}. (Contributed by Antoine Pitrou in 16500{.interpreted-text role="issue"}.)
The PyExc_RecursionErrorInst singleton that was part of the public API has been removed as its members being never cleared may cause a segfault during finalization of the interpreter. Contributed by Xavier de Gaye in 22898{.interpreted-text role="issue"} and 30697{.interpreted-text role="issue"}.
Added C API support for timezones with timezone constructors PyTimeZone_FromOffset{.interpreted-text role="c:func"} and PyTimeZone_FromOffsetAndName{.interpreted-text role="c:func"}, and access to the UTC singleton with PyDateTime_TimeZone_UTC{.interpreted-text role="c:data"}. Contributed by Paul Ganssle in 10381{.interpreted-text role="issue"}.
The type of results of !PyThread_start_new_thread{.interpreted-text role="c:func"} and !PyThread_get_thread_ident{.interpreted-text role="c:func"}, and the id parameter of PyThreadState_SetAsyncExc{.interpreted-text role="c:func"} changed from long{.interpreted-text role="c:expr"} to unsigned long{.interpreted-text role="c:expr"}. (Contributed by Serhiy Storchaka in 6532{.interpreted-text role="issue"}.)
PyUnicode_AsWideCharString{.interpreted-text role="c:func"} now raises a ValueError{.interpreted-text role="exc"} if the second argument is NULL and the wchar_t*{.interpreted-text role="c:expr"} string contains null characters. (Contributed by Serhiy Storchaka in 30708{.interpreted-text role="issue"}.)
Changes to the startup sequence and the management of dynamic memory allocators mean that the long documented requirement to call Py_Initialize{.interpreted-text role="c:func"} before calling most C API functions is now relied on more heavily, and failing to abide by it may lead to segfaults in embedding applications. See the porting-to-python-37{.interpreted-text role="ref"} section in this document and the pre-init-safe{.interpreted-text role="ref"} section in the C API documentation for more details.
The new PyInterpreterState_GetID{.interpreted-text role="c:func"} returns the unique ID for a given interpreter. (Contributed by Eric Snow in 29102{.interpreted-text role="issue"}.)
Py_DecodeLocale{.interpreted-text role="c:func"}, Py_EncodeLocale{.interpreted-text role="c:func"} now use the UTF-8 encoding when the UTF-8 mode <whatsnew37-pep540>{.interpreted-text role="ref"} is enabled. (Contributed by Victor Stinner in 29240{.interpreted-text role="issue"}.)
PyUnicode_DecodeLocaleAndSize{.interpreted-text role="c:func"} and PyUnicode_EncodeLocale{.interpreted-text role="c:func"} now use the current locale encoding for surrogateescape error handler. (Contributed by Victor Stinner in 29240{.interpreted-text role="issue"}.)
The start and end parameters of PyUnicode_FindChar{.interpreted-text role="c:func"} are now adjusted to behave like string slices. (Contributed by Xiang Zhang in 28822{.interpreted-text role="issue"}.)
Build Changes
Support for building --without-threads has been removed. The threading{.interpreted-text role="mod"} module is now always available. (Contributed by Antoine Pitrou in 31370{.interpreted-text role="issue"}.).
A full copy of libffi is no longer bundled for use when building the _ctypes <ctypes>{.interpreted-text role="mod"} module on non-OSX UNIX platforms. An installed copy of libffi is now required when building _ctypes on such platforms. (Contributed by Zachary Ware in 27979{.interpreted-text role="issue"}.)
The Windows build process no longer depends on Subversion to pull in external sources, a Python script is used to download zipfiles from GitHub instead. If Python 3.6 is not found on the system (via py -3.6), NuGet is used to download a copy of 32-bit Python for this purpose. (Contributed by Zachary Ware in 30450{.interpreted-text role="issue"}.)
The ssl{.interpreted-text role="mod"} module requires OpenSSL 1.0.2 or 1.1 compatible libssl. OpenSSL 1.0.1 has reached end of lifetime on 2016-12-31 and is no longer supported. LibreSSL is temporarily not supported as well. LibreSSL releases up to version 2.6.4 are missing required OpenSSL 1.0.2 APIs.
Optimizations {#whatsnew37-perf}
The overhead of calling many methods of various standard library classes implemented in C has been significantly reduced by porting more code to use the METH_FASTCALL convention. (Contributed by Victor Stinner in 29300{.interpreted-text role="issue"}, 29507{.interpreted-text role="issue"}, 29452{.interpreted-text role="issue"}, and 29286{.interpreted-text role="issue"}.)
Various optimizations have reduced Python startup time by 10% on Linux and up to 30% on macOS. (Contributed by Victor Stinner, INADA Naoki in 29585{.interpreted-text role="issue"}, and Ivan Levkivskyi in 31333{.interpreted-text role="issue"}.)
Method calls are now up to 20% faster due to the bytecode changes which avoid creating bound method instances. (Contributed by Yury Selivanov and INADA Naoki in 26110{.interpreted-text role="issue"}.)
::: {#whatsnew37-asyncio-perf}
The asyncio{.interpreted-text role="mod"} module received a number of notable optimizations for commonly used functions:
:::
- The
asyncio.get_event_loop{.interpreted-text role="func"} function has been reimplemented in C to make it up to 15 times faster. (Contributed by Yury Selivanov in32296{.interpreted-text role="issue"}.) asyncio.Future{.interpreted-text role="class"} callback management has been optimized. (Contributed by Yury Selivanov in32348{.interpreted-text role="issue"}.)asyncio.gather{.interpreted-text role="func"} is now up to 15% faster. (Contributed by Yury Selivanov in32355{.interpreted-text role="issue"}.)asyncio.sleep{.interpreted-text role="func"} is now up to 2 times faster when the delay argument is zero or negative. (Contributed by Andrew Svetlov in32351{.interpreted-text role="issue"}.)- The performance overhead of asyncio debug mode has been reduced. (Contributed by Antoine Pitrou in
31970{.interpreted-text role="issue"}.)
As a result of PEP 560 work <whatsnew37-pep560>{.interpreted-text role="ref"}, the import time of typing{.interpreted-text role="mod"} has been reduced by a factor of 7, and many typing operations are now faster. (Contributed by Ivan Levkivskyi in 32226{.interpreted-text role="issue"}.)
sorted{.interpreted-text role="func"} and list.sort{.interpreted-text role="meth"} have been optimized for common cases to be up to 40-75% faster. (Contributed by Elliot Gorokhovsky in 28685{.interpreted-text role="issue"}.)
dict.copy{.interpreted-text role="meth"} is now up to 5.5 times faster. (Contributed by Yury Selivanov in 31179{.interpreted-text role="issue"}.)
hasattr{.interpreted-text role="func"} and getattr{.interpreted-text role="func"} are now about 4 times faster when name is not found and obj does not override object.__getattr__{.interpreted-text role="meth"} or object.__getattribute__{.interpreted-text role="meth"}. (Contributed by INADA Naoki in 32544{.interpreted-text role="issue"}.)
Searching for certain Unicode characters (like Ukrainian capital "Є") in a string was up to 25 times slower than searching for other characters. It is now only 3 times slower in the worst case. (Contributed by Serhiy Storchaka in 24821{.interpreted-text role="issue"}.)
The collections.namedtuple{.interpreted-text role="func"} factory has been reimplemented to make the creation of named tuples 4 to 6 times faster. (Contributed by Jelle Zijlstra with further improvements by INADA Naoki, Serhiy Storchaka, and Raymond Hettinger in 28638{.interpreted-text role="issue"}.)
datetime.date.fromordinal{.interpreted-text role="meth"} and datetime.date.fromtimestamp{.interpreted-text role="meth"} are now up to 30% faster in the common case. (Contributed by Paul Ganssle in 32403{.interpreted-text role="issue"}.)
The os.fwalk{.interpreted-text role="func"} function is now up to 2 times faster thanks to the use of os.scandir{.interpreted-text role="func"}. (Contributed by Serhiy Storchaka in 25996{.interpreted-text role="issue"}.)
The speed of the shutil.rmtree{.interpreted-text role="func"} function has been improved by 20--40% thanks to the use of the os.scandir{.interpreted-text role="func"} function. (Contributed by Serhiy Storchaka in 28564{.interpreted-text role="issue"}.)
Optimized case-insensitive matching and searching of regular expressions <re>{.interpreted-text role="mod"}. Searching some patterns can now be up to 20 times faster. (Contributed by Serhiy Storchaka in 30285{.interpreted-text role="issue"}.)
re.compile{.interpreted-text role="func"} now converts flags parameter to int object if it is RegexFlag. It is now as fast as Python 3.5, and faster than Python 3.6 by about 10% depending on the pattern. (Contributed by INADA Naoki in 31671{.interpreted-text role="issue"}.)
The ~selectors.BaseSelector.modify{.interpreted-text role="meth"} methods of classes selectors.EpollSelector{.interpreted-text role="class"}, selectors.PollSelector{.interpreted-text role="class"} and selectors.DevpollSelector{.interpreted-text role="class"} may be around 10% faster under heavy loads. (Contributed by Giampaolo Rodola' in 30014{.interpreted-text role="issue"})
Constant folding has been moved from the peephole optimizer to the new AST optimizer, which is able perform optimizations more consistently. (Contributed by Eugene Toder and INADA Naoki in 29469{.interpreted-text role="issue"} and 11549{.interpreted-text role="issue"}.)
Most functions and methods in abc{.interpreted-text role="mod"} have been rewritten in C. This makes creation of abstract base classes, and calling isinstance{.interpreted-text role="func"} and issubclass{.interpreted-text role="func"} on them 1.5x faster. This also reduces Python start-up time by up to 10%. (Contributed by Ivan Levkivskyi and INADA Naoki in 31333{.interpreted-text role="issue"})
Significant speed improvements to alternate constructors for datetime.date{.interpreted-text role="class"} and datetime.datetime{.interpreted-text role="class"} by using fast-path constructors when not constructing subclasses. (Contributed by Paul Ganssle in 32403{.interpreted-text role="issue"})
The speed of comparison of array.array{.interpreted-text role="class"} instances has been improved considerably in certain cases. It is now from 10x to 70x faster when comparing arrays holding values of the same integer type. (Contributed by Adrian Wielgosik in 24700{.interpreted-text role="issue"}.)
The math.erf{.interpreted-text role="func"} and math.erfc{.interpreted-text role="func"} functions now use the (faster) C library implementation on most platforms. (Contributed by Serhiy Storchaka in 26121{.interpreted-text role="issue"}.)
Other CPython Implementation Changes
- Trace hooks may now opt out of receiving the
lineand opt into receiving theopcodeevents from the interpreter by setting the corresponding new~frame.f_trace_lines{.interpreted-text role="attr"} and~frame.f_trace_opcodes{.interpreted-text role="attr"} attributes on the frame being traced. (Contributed by Nick Coghlan in31344{.interpreted-text role="issue"}.) - Fixed some consistency problems with namespace package module attributes. Namespace module objects now have an
__file__that is set toNone(previously unset), and their__spec__.originis also set toNone(previously the string"namespace"). See32305{.interpreted-text role="issue"}. Also, the namespace module object's__spec__.loaderis set to the same value as__loader__(previously, the former was set toNone). See32303{.interpreted-text role="issue"}. - The
locals{.interpreted-text role="func"} dictionary now displays in the lexical order that variables were defined. Previously, the order was undefined. (Contributed by Raymond Hettinger in32690{.interpreted-text role="issue"}.) - The
distutilsuploadcommand no longer tries to change CR end-of-line characters to CRLF. This fixes a corruption issue with sdists that ended with a byte equivalent to CR. (Contributed by Bo Bayles in32304{.interpreted-text role="issue"}.)
Deprecated Python Behavior
Yield expressions (both yield and yield from clauses) are now deprecated in comprehensions and generator expressions (aside from the iterable expression in the leftmost !for{.interpreted-text role="keyword"} clause). This ensures that comprehensions always immediately return a container of the appropriate type (rather than potentially returning a generator iterator{.interpreted-text role="term"} object), while generator expressions won't attempt to interleave their implicit output with the output from any explicit yield expressions. In Python 3.7, such expressions emit DeprecationWarning{.interpreted-text role="exc"} when compiled, in Python 3.8 this will be a SyntaxError{.interpreted-text role="exc"}. (Contributed by Serhiy Storchaka in 10544{.interpreted-text role="issue"}.)
Returning a subclass of complex{.interpreted-text role="class"} from object.__complex__{.interpreted-text role="meth"} is deprecated and will be an error in future Python versions. This makes __complex__() consistent with object.__int__{.interpreted-text role="meth"} and object.__float__{.interpreted-text role="meth"}. (Contributed by Serhiy Storchaka in 28894{.interpreted-text role="issue"}.)
Deprecated Python modules, functions and methods
aifc
!aifc.openfp{.interpreted-text role="func"} has been deprecated and will be removed in Python 3.9. Use !aifc.open{.interpreted-text role="func"} instead. (Contributed by Brian Curtin in 31985{.interpreted-text role="issue"}.)
asyncio {#whatsnew37-asyncio-deprecated}
Support for directly await-ing instances of asyncio.Lock{.interpreted-text role="class"} and other asyncio synchronization primitives has been deprecated. An asynchronous context manager must be used in order to acquire and release the synchronization resource. (Contributed by Andrew Svetlov in 32253{.interpreted-text role="issue"}.)
The !asyncio.Task.current_task{.interpreted-text role="meth"} and !asyncio.Task.all_tasks{.interpreted-text role="meth"} methods have been deprecated. (Contributed by Andrew Svetlov in 32250{.interpreted-text role="issue"}.)
collections
In Python 3.8, the abstract base classes in collections.abc{.interpreted-text role="mod"} will no longer be exposed in the regular collections{.interpreted-text role="mod"} module. This will help create a clearer distinction between the concrete classes and the abstract base classes. (Contributed by Serhiy Storchaka in 25988{.interpreted-text role="issue"}.)
dbm
dbm.dumb{.interpreted-text role="mod"} now supports reading read-only files and no longer writes the index file when it is not changed. A deprecation warning is now emitted if the index file is missing and recreated in the 'r' and 'w' modes (this will be an error in future Python releases). (Contributed by Serhiy Storchaka in 28847{.interpreted-text role="issue"}.)
enum
In Python 3.8, attempting to check for non-Enum objects in ~enum.Enum{.interpreted-text role="class"} classes will raise a TypeError{.interpreted-text role="exc"} (e.g. 1 in Color); similarly, attempting to check for non-Flag objects in a ~enum.Flag{.interpreted-text role="class"} member will raise TypeError{.interpreted-text role="exc"} (e.g. 1 in Perm.RW); currently, both operations return False{.interpreted-text role="const"} instead. (Contributed by Ethan Furman in 33217{.interpreted-text role="issue"}.)
gettext
Using non-integer value for selecting a plural form in gettext{.interpreted-text role="mod"} is now deprecated. It never correctly worked. (Contributed by Serhiy Storchaka in 28692{.interpreted-text role="issue"}.)
importlib
Methods !MetaPathFinder.find_module{.interpreted-text role="meth"} (replaced by MetaPathFinder.find_spec() <importlib.abc.MetaPathFinder.find_spec>{.interpreted-text role="meth"}) and !PathEntryFinder.find_loader{.interpreted-text role="meth"} (replaced by PathEntryFinder.find_spec() <importlib.abc.PathEntryFinder.find_spec>{.interpreted-text role="meth"}) both deprecated in Python 3.4 now emit DeprecationWarning{.interpreted-text role="exc"}. (Contributed by Matthias Bussonnier in 29576{.interpreted-text role="issue"}.)
The importlib.abc.ResourceLoader{.interpreted-text role="class"} ABC has been deprecated in favour of !importlib.abc.ResourceReader{.interpreted-text role="class"}.
locale
!locale.format{.interpreted-text role="func"} has been deprecated, use locale.format_string{.interpreted-text role="meth"} instead. (Contributed by Garvit in 10379{.interpreted-text role="issue"}.)
macpath
The !macpath{.interpreted-text role="mod"} is now deprecated and will be removed in Python 3.8. (Contributed by Chi Hsuan Yen in 9850{.interpreted-text role="issue"}.)
threading
!dummy_threading{.interpreted-text role="mod"} and !_dummy_thread{.interpreted-text role="mod"} have been deprecated. It is no longer possible to build Python with threading disabled. Use threading{.interpreted-text role="mod"} instead. (Contributed by Antoine Pitrou in 31370{.interpreted-text role="issue"}.)
socket
The silent argument value truncation in socket.htons{.interpreted-text role="func"} and socket.ntohs{.interpreted-text role="func"} has been deprecated. In future versions of Python, if the passed argument is larger than 16 bits, an exception will be raised. (Contributed by Oren Milman in 28332{.interpreted-text role="issue"}.)
ssl
!ssl.wrap_socket{.interpreted-text role="func"} is deprecated. Use ssl.SSLContext.wrap_socket{.interpreted-text role="meth"} instead. (Contributed by Christian Heimes in 28124{.interpreted-text role="issue"}.)
sunau
!sunau.openfp{.interpreted-text role="func"} has been deprecated and will be removed in Python 3.9. Use !sunau.open{.interpreted-text role="func"} instead. (Contributed by Brian Curtin in 31985{.interpreted-text role="issue"}.)
sys
Deprecated !sys.set_coroutine_wrapper{.interpreted-text role="func"} and !sys.get_coroutine_wrapper{.interpreted-text role="func"}.
The undocumented sys.callstats() function has been deprecated and will be removed in a future Python version. (Contributed by Victor Stinner in 28799{.interpreted-text role="issue"}.)
wave
!wave.openfp{.interpreted-text role="func"} has been deprecated and will be removed in Python 3.9. Use wave.open{.interpreted-text role="func"} instead. (Contributed by Brian Curtin in 31985{.interpreted-text role="issue"}.)
Deprecated functions and types of the C API
Function PySlice_GetIndicesEx{.interpreted-text role="c:func"} is deprecated and replaced with a macro if Py_LIMITED_API is not set or set to a value in the range between 0x03050400 and 0x03060000 (not inclusive), or is 0x03060100 or higher. (Contributed by Serhiy Storchaka in 27867{.interpreted-text role="issue"}.)
PyOS_AfterFork{.interpreted-text role="c:func"} has been deprecated. Use PyOS_BeforeFork{.interpreted-text role="c:func"}, PyOS_AfterFork_Parent{.interpreted-text role="c:func"} or PyOS_AfterFork_Child(){.interpreted-text role="c:func"} instead. (Contributed by Antoine Pitrou in 16500{.interpreted-text role="issue"}.)
Platform Support Removals {#37-platform-support-removals}
FreeBSD 9 and older are no longer officially supported.
For full Unicode support, including within extension modules, *nix platforms are now expected to provide at least one of
C.UTF-8(full locale),C.utf8(full locale) orUTF-8(LC_CTYPE-only locale) as an alternative to the legacyASCII-basedClocale.OpenSSL 0.9.8 and 1.0.1 are no longer supported, which means building CPython 3.7 with SSL/TLS support on older platforms still using these versions requires custom build options that link to a more recent version of OpenSSL.
Notably, this issue affects the Debian 8 (aka "jessie") and Ubuntu 14.04 (aka "Trusty") LTS Linux distributions, as they still use OpenSSL 1.0.1 by default.
Debian 9 ("stretch") and Ubuntu 16.04 ("xenial"), as well as recent releases of other LTS Linux releases (e.g. RHEL/CentOS 7.5, SLES 12-SP3), use OpenSSL 1.0.2 or later, and remain supported in the default build configuration.
CPython's own CI configuration file provides an example of using the SSL
compatibility testing infrastructure <Tools/ssl/multissltests.py>{.interpreted-text role="source"} in CPython's test suite to build and link against OpenSSL 1.1.0 rather than an outdated system provided OpenSSL.
API and Feature Removals
The following features and APIs have been removed from Python 3.7:
- The
os.stat_float_times()function has been removed. It was introduced in Python 2.3 for backward compatibility with Python 2.2, and was deprecated since Python 3.1. - Unknown escapes consisting of
'\'and an ASCII letter in replacement templates forre.sub{.interpreted-text role="func"} were deprecated in Python 3.5, and will now cause an error. - Removed support of the exclude argument in
tarfile.TarFile.add{.interpreted-text role="meth"}. It was deprecated in Python 2.7 and 3.2. Use the filter argument instead. - The
!ntpath.splitunc{.interpreted-text role="func"} function was deprecated in Python 3.1, and has now been removed. Use~os.path.splitdrive{.interpreted-text role="func"} instead. collections.namedtuple{.interpreted-text role="func"} no longer supports the verbose parameter or_sourceattribute which showed the generated source code for the named tuple class. This was part of an optimization designed to speed-up class creation. (Contributed by Jelle Zijlstra with further improvements by INADA Naoki, Serhiy Storchaka, and Raymond Hettinger in28638{.interpreted-text role="issue"}.)- Functions
bool{.interpreted-text role="func"},float{.interpreted-text role="func"},list{.interpreted-text role="func"} andtuple{.interpreted-text role="func"} no longer take keyword arguments. The first argument ofint{.interpreted-text role="func"} can now be passed only as positional argument. - Removed previously deprecated in Python 2.4 classes
Plist,Dictand_InternalDictin theplistlib{.interpreted-text role="mod"} module. Dict values in the result of functions!readPlist{.interpreted-text role="func"} and!readPlistFromBytes{.interpreted-text role="func"} are now normal dicts. You no longer can use attribute access to access items of these dictionaries. - The
asyncio.windows_utils.socketpair()function has been removed. Use thesocket.socketpair{.interpreted-text role="func"} function instead, it is available on all platforms since Python 3.5.asyncio.windows_utils.socketpairwas just an alias tosocket.socketpairon Python 3.5 and newer. asyncio{.interpreted-text role="mod"} no longer exports theselectors{.interpreted-text role="mod"} and!_overlapped{.interpreted-text role="mod"} modules asasyncio.selectorsandasyncio._overlapped. Replacefrom asyncio import selectorswithimport selectors.- Direct instantiation of
ssl.SSLSocket{.interpreted-text role="class"} andssl.SSLObject{.interpreted-text role="class"} objects is now prohibited. The constructors were never documented, tested, or designed as public constructors. Users were supposed to use!ssl.wrap_socket{.interpreted-text role="func"} orssl.SSLContext{.interpreted-text role="class"}. (Contributed by Christian Heimes in32951{.interpreted-text role="issue"}.) - The unused
distutilsinstall_misccommand has been removed. (Contributed by Eric N. Vander Weele in29218{.interpreted-text role="issue"}.)
Module Removals
The fpectl module has been removed. It was never enabled by default, never worked correctly on x86-64, and it changed the Python ABI in ways that caused unexpected breakage of C extensions. (Contributed by Nathaniel J. Smith in 29137{.interpreted-text role="issue"}.)
Windows-only Changes
The python launcher, (py.exe), can accept 32 & 64 bit specifiers without having to specify a minor version as well. So py -3-32 and py -3-64 become valid as well as py -3.7-32, also the -m-64 and -m.n-64 forms are now accepted to force 64 bit python even if 32 bit would have otherwise been used. If the specified version is not available py.exe will error exit. (Contributed by Steve Barnes in 30291{.interpreted-text role="issue"}.)
The launcher can be run as py -0 to produce a list of the installed pythons, with default marked with an asterisk. Running py -0p will include the paths. If py is run with a version specifier that cannot be matched it will also print the short form list of available specifiers. (Contributed by Steve Barnes in 30362{.interpreted-text role="issue"}.)
Porting to Python 3.7 {#porting-to-python-37}
This section lists previously described changes and other bugfixes that may require changes to your code.
Changes in Python Behavior
async{.interpreted-text role="keyword"} andawait{.interpreted-text role="keyword"} names are now reserved keywords. Code using these names as identifiers will now raise aSyntaxError{.interpreted-text role="exc"}. (Contributed by Jelle Zijlstra in30406{.interpreted-text role="issue"}.)479{.interpreted-text role="pep"} is enabled for all code in Python 3.7, meaning thatStopIteration{.interpreted-text role="exc"} exceptions raised directly or indirectly in coroutines and generators are transformed intoRuntimeError{.interpreted-text role="exc"} exceptions. (Contributed by Yury Selivanov in32670{.interpreted-text role="issue"}.)object.__aiter__{.interpreted-text role="meth"} methods can no longer be declared as asynchronous. (Contributed by Yury Selivanov in31709{.interpreted-text role="issue"}.)Due to an oversight, earlier Python versions erroneously accepted the following syntax:
f(1 for x in [1],) class C(1 for x in [1]): passPython 3.7 now correctly raises a
SyntaxError{.interpreted-text role="exc"}, as a generator expression always needs to be directly inside a set of parentheses and cannot have a comma on either side, and the duplication of the parentheses can be omitted only on calls. (Contributed by Serhiy Storchaka in32012{.interpreted-text role="issue"} and32023{.interpreted-text role="issue"}.)When using the
-m{.interpreted-text role="option"} switch, the initial working directory is now added tosys.path{.interpreted-text role="data"}, rather than an empty string (which dynamically denoted the current working directory at the time of each import). Any programs that are checking for the empty string, or otherwise relying on the previous behaviour, will need to be updated accordingly (e.g. by also checking foros.getcwd()oros.path.dirname(__main__.__file__), depending on why the code was checking for the empty string in the first place).
Changes in the Python API
socketserver.ThreadingMixIn.server_close <socketserver.BaseServer.server_close>{.interpreted-text role="meth"} now waits until all non-daemon threads complete. Set the newsocketserver.ThreadingMixIn.block_on_close{.interpreted-text role="attr"} class attribute toFalseto get the pre-3.7 behaviour. (Contributed by Victor Stinner in31233{.interpreted-text role="issue"} and33540{.interpreted-text role="issue"}.)socketserver.ForkingMixIn.server_close <socketserver.BaseServer.server_close>{.interpreted-text role="meth"} now waits until all child processes complete. Set the newsocketserver.ForkingMixIn.block_on_close <socketserver.ThreadingMixIn.block_on_close>{.interpreted-text role="attr"} class attribute toFalseto get the pre-3.7 behaviour. (Contributed by Victor Stinner in31151{.interpreted-text role="issue"} and33540{.interpreted-text role="issue"}.)The
locale.localeconv{.interpreted-text role="func"} function now temporarily sets theLC_CTYPElocale to the value ofLC_NUMERICin some cases. (Contributed by Victor Stinner in31900{.interpreted-text role="issue"}.)pkgutil.walk_packages{.interpreted-text role="meth"} now raises aValueError{.interpreted-text role="exc"} if path is a string. Previously an empty list was returned. (Contributed by Sanyam Khurana in24744{.interpreted-text role="issue"}.)A format string argument for
string.Formatter.format{.interpreted-text role="meth"} is nowpositional-only <positional-only_parameter>{.interpreted-text role="ref"}. Passing it as a keyword argument was deprecated in Python 3.5. (Contributed by Serhiy Storchaka in29193{.interpreted-text role="issue"}.)Attributes
~http.cookies.Morsel.key{.interpreted-text role="attr"},~http.cookies.Morsel.value{.interpreted-text role="attr"} and~http.cookies.Morsel.coded_value{.interpreted-text role="attr"} of classhttp.cookies.Morsel{.interpreted-text role="class"} are now read-only. Assigning to them was deprecated in Python 3.5. Use the~http.cookies.Morsel.set{.interpreted-text role="meth"} method for setting them. (Contributed by Serhiy Storchaka in29192{.interpreted-text role="issue"}.)The mode argument of
os.makedirs{.interpreted-text role="func"} no longer affects the file permission bits of newly created intermediate-level directories. To set their file permission bits you can set the umask before invokingmakedirs(). (Contributed by Serhiy Storchaka in19930{.interpreted-text role="issue"}.)The
struct.Struct.format{.interpreted-text role="attr"} type is nowstr{.interpreted-text role="class"} instead ofbytes{.interpreted-text role="class"}. (Contributed by Victor Stinner in21071{.interpreted-text role="issue"}.)!cgi.parse_multipart{.interpreted-text role="func"} now accepts the encoding and errors arguments and returns the same results as!FieldStorage{.interpreted-text role="class"}: for non-file fields, the value associated to a key is a list of strings, not bytes. (Contributed by Pierre Quentel in29979{.interpreted-text role="issue"}.)Due to internal changes in
socket{.interpreted-text role="mod"}, callingsocket.fromshare{.interpreted-text role="func"} on a socket created bysocket.share <socket.socket.share>{.interpreted-text role="func"} in older Python versions is not supported.reprforBaseException{.interpreted-text role="exc"} has changed to not include the trailing comma. Most exceptions are affected by this change. (Contributed by Serhiy Storchaka in30399{.interpreted-text role="issue"}.)reprfordatetime.timedelta{.interpreted-text role="class"} has changed to include the keyword arguments in the output. (Contributed by Utkarsh Upadhyay in30302{.interpreted-text role="issue"}.)Because
shutil.rmtree{.interpreted-text role="func"} is now implemented using theos.scandir{.interpreted-text role="func"} function, the user specified handler onerror is now called with the first argumentos.scandirinstead ofos.listdirwhen listing the directory is failed.Support for nested sets and set operations in regular expressions as in Unicode Technical Standard #18 might be added in the future. This would change the syntax. To facilitate this future change a
FutureWarning{.interpreted-text role="exc"} will be raised in ambiguous cases for the time being. That include sets starting with a literal'['or containing literal character sequences'--','&&','~~', and'||'. To avoid a warning, escape them with a backslash. (Contributed by Serhiy Storchaka in30349{.interpreted-text role="issue"}.)The result of splitting a string on a
regular expression <re>{.interpreted-text role="mod"} that could match an empty string has been changed. For example splitting onr'\s*'will now split not only on whitespaces as it did previously, but also on empty strings before all non-whitespace characters and just before the end of the string. The previous behavior can be restored by changing the pattern tor'\s+'. AFutureWarning{.interpreted-text role="exc"} was emitted for such patterns since Python 3.5.For patterns that match both empty and non-empty strings, the result of searching for all matches may also be changed in other cases. For example in the string
'a\n\n', the patternr'(?m)^\s*?$'will not only match empty strings at positions 2 and 3, but also the string'\n'at positions 2--3. To match only blank lines, the pattern should be rewritten asr'(?m)^[^\S\n]*$'.re.sub{.interpreted-text role="func"} now replaces empty matches adjacent to a previous non-empty match. For examplere.sub('x*', '-', 'abxd')returns now'-a-b--d-'instead of'-a-b-d-'(the first minus between 'b' and 'd' replaces 'x', and the second minus replaces an empty string between 'x' and 'd').(Contributed by Serhiy Storchaka in
25054{.interpreted-text role="issue"} and32308{.interpreted-text role="issue"}.)Change
re.escape{.interpreted-text role="func"} to only escape regex special characters instead of escaping all characters other than ASCII letters, numbers, and'_'. (Contributed by Serhiy Storchaka in29995{.interpreted-text role="issue"}.)tracemalloc.Traceback{.interpreted-text role="class"} frames are now sorted from oldest to most recent to be more consistent withtraceback{.interpreted-text role="mod"}. (Contributed by Jesse Bakker in32121{.interpreted-text role="issue"}.)On OSes that support
socket.SOCK_NONBLOCK{.interpreted-text role="const"} orsocket.SOCK_CLOEXEC{.interpreted-text role="const"} bit flags, thesocket.type <socket.socket.type>{.interpreted-text role="attr"} no longer has them applied. Therefore, checks likeif sock.type == socket.SOCK_STREAMwork as expected on all platforms. (Contributed by Yury Selivanov in32331{.interpreted-text role="issue"}.)On Windows the default for the close_fds argument of
subprocess.Popen{.interpreted-text role="class"} was changed fromFalse{.interpreted-text role="const"} toTrue{.interpreted-text role="const"} when redirecting the standard handles. If you previously depended on handles being inherited when usingsubprocess.Popen{.interpreted-text role="class"} with standard io redirection, you will have to passclose_fds=Falseto preserve the previous behaviour, or useSTARTUPINFO.lpAttributeList <subprocess.STARTUPINFO.lpAttributeList>{.interpreted-text role="attr"}.importlib.machinery.PathFinder.invalidate_caches{.interpreted-text role="meth"} -- which implicitly affectsimportlib.invalidate_caches{.interpreted-text role="func"} -- now deletes entries insys.path_importer_cache{.interpreted-text role="data"} which are set toNone. (Contributed by Brett Cannon in33169{.interpreted-text role="issue"}.)In
asyncio{.interpreted-text role="mod"},loop.sock_recv() <asyncio.loop.sock_recv>{.interpreted-text role="meth"},loop.sock_sendall() <asyncio.loop.sock_sendall>{.interpreted-text role="meth"},loop.sock_accept() <asyncio.loop.sock_accept>{.interpreted-text role="meth"},loop.getaddrinfo() <asyncio.loop.getaddrinfo>{.interpreted-text role="meth"},loop.getnameinfo() <asyncio.loop.getnameinfo>{.interpreted-text role="meth"} have been changed to be proper coroutine methods to match their documentation. Previously, these methods returnedasyncio.Future{.interpreted-text role="class"} instances. (Contributed by Yury Selivanov in32327{.interpreted-text role="issue"}.)asyncio.Server.sockets{.interpreted-text role="attr"} now returns a copy of the internal list of server sockets, instead of returning it directly. (Contributed by Yury Selivanov in32662{.interpreted-text role="issue"}.)Struct.format <struct.Struct.format>{.interpreted-text role="attr"} is now astr{.interpreted-text role="class"} instance instead of abytes{.interpreted-text role="class"} instance. (Contributed by Victor Stinner in21071{.interpreted-text role="issue"}.)argparse{.interpreted-text role="mod"} subparsers can now be made mandatory by passingrequired=TruetoArgumentParser.add_subparsers() <argparse.ArgumentParser.add_subparsers>{.interpreted-text role="meth"}. (Contributed by Anthony Sottile in26510{.interpreted-text role="issue"}.)ast.literal_eval{.interpreted-text role="meth"} is now stricter. Addition and subtraction of arbitrary numbers are no longer allowed. (Contributed by Serhiy Storchaka in31778{.interpreted-text role="issue"}.)Calendar.itermonthdates <calendar.Calendar.itermonthdates>{.interpreted-text role="meth"} will now consistently raise an exception when a date falls outside of the0001-01-01through9999-12-31range. To support applications that cannot tolerate such exceptions, the newCalendar.itermonthdays3 <calendar.Calendar.itermonthdays3>{.interpreted-text role="meth"} andCalendar.itermonthdays4 <calendar.Calendar.itermonthdays4>{.interpreted-text role="meth"} can be used. The new methods return tuples and are not restricted by the range supported bydatetime.date{.interpreted-text role="class"}. (Contributed by Alexander Belopolsky in28292{.interpreted-text role="issue"}.)collections.ChainMap{.interpreted-text role="class"} now preserves the order of the underlying mappings. (Contributed by Raymond Hettinger in32792{.interpreted-text role="issue"}.)The
submit()method ofconcurrent.futures.ThreadPoolExecutor{.interpreted-text role="class"} andconcurrent.futures.ProcessPoolExecutor{.interpreted-text role="class"} now raises aRuntimeError{.interpreted-text role="exc"} if called during interpreter shutdown. (Contributed by Mark Nemec in33097{.interpreted-text role="issue"}.)The
configparser.ConfigParser{.interpreted-text role="class"} constructor now usesread_dict()to process the default values, making its behavior consistent with the rest of the parser. Non-string keys and values in the defaults dictionary are now being implicitly converted to strings. (Contributed by James Tocknell in23835{.interpreted-text role="issue"}.)Several undocumented internal imports were removed. One example is that
os.errnois no longer available; useimport errnodirectly instead. Note that such undocumented internal imports may be removed any time without notice, even in micro version releases.
Changes in the C API
The function PySlice_GetIndicesEx{.interpreted-text role="c:func"} is considered unsafe for resizable sequences. If the slice indices are not instances of int{.interpreted-text role="class"}, but objects that implement the !__index__{.interpreted-text role="meth"} method, the sequence can be resized after passing its length to !PySlice_GetIndicesEx{.interpreted-text role="c:func"}. This can lead to returning indices out of the length of the sequence. For avoiding possible problems use new functions PySlice_Unpack{.interpreted-text role="c:func"} and PySlice_AdjustIndices{.interpreted-text role="c:func"}. (Contributed by Serhiy Storchaka in 27867{.interpreted-text role="issue"}.)
CPython bytecode changes
There are two new opcodes: !LOAD_METHOD{.interpreted-text role="opcode"} and !CALL_METHOD{.interpreted-text role="opcode"}. (Contributed by Yury Selivanov and INADA Naoki in 26110{.interpreted-text role="issue"}.)
The !STORE_ANNOTATION{.interpreted-text role="opcode"} opcode has been removed. (Contributed by Mark Shannon in 32550{.interpreted-text role="issue"}.)
Windows-only Changes
The file used to override sys.path{.interpreted-text role="data"} is now called <python-executable>._pth instead of 'sys.path'. See windows_finding_modules{.interpreted-text role="ref"} for more information. (Contributed by Steve Dower in 28137{.interpreted-text role="issue"}.)
Other CPython implementation changes
In preparation for potential future changes to the public CPython runtime initialization API (see 432{.interpreted-text role="pep"} for an initial, but somewhat outdated, draft), CPython's internal startup and configuration management logic has been significantly refactored. While these updates are intended to be entirely transparent to both embedding applications and users of the regular CPython CLI, they're being mentioned here as the refactoring changes the internal order of various operations during interpreter startup, and hence may uncover previously latent defects, either in embedding applications, or in CPython itself. (Initially contributed by Nick Coghlan and Eric Snow as part of 22257{.interpreted-text role="issue"}, and further updated by Nick, Eric, and Victor Stinner in a number of other issues). Some known details affected:
!PySys_AddWarnOptionUnicode{.interpreted-text role="c:func"} is not currently usable by embedding applications due to the requirement to create a Unicode object prior to callingPy_Initialize. Use!PySys_AddWarnOption{.interpreted-text role="c:func"} instead.- warnings filters added by an embedding application with
!PySys_AddWarnOption{.interpreted-text role="c:func"} should now more consistently take precedence over the default filters set by the interpreter
Due to changes in the way the default warnings filters are configured, setting Py_BytesWarningFlag{.interpreted-text role="c:data"} to a value greater than one is no longer sufficient to both emit BytesWarning{.interpreted-text role="exc"} messages and have them converted to exceptions. Instead, the flag must be set (to cause the warnings to be emitted in the first place), and an explicit error::BytesWarning warnings filter added to convert them to exceptions.
Due to a change in the way docstrings are handled by the compiler, the implicit return None in a function body consisting solely of a docstring is now marked as occurring on the same line as the docstring, not on the function's header line.
The current exception state has been moved from the frame object to the co-routine. This simplified the interpreter and fixed a couple of obscure bugs caused by having swap exception state when entering or exiting a generator. (Contributed by Mark Shannon in 25612{.interpreted-text role="issue"}.)
Notable changes in Python 3.7.1
Starting in 3.7.1, Py_Initialize{.interpreted-text role="c:func"} now consistently reads and respects all of the same environment settings as Py_Main{.interpreted-text role="c:func"} (in earlier Python versions, it respected an ill-defined subset of those environment variables, while in Python 3.7.0 it didn't read any of them due to 34247{.interpreted-text role="issue"}). If this behavior is unwanted, set Py_IgnoreEnvironmentFlag{.interpreted-text role="c:data"} to 1 before calling Py_Initialize{.interpreted-text role="c:func"}.
In 3.7.1 the C API for Context Variables was updated <contextvarsobjects_pointertype_change>{.interpreted-text role="ref"} to use PyObject{.interpreted-text role="c:type"} pointers. See also 34762{.interpreted-text role="issue"}.
In 3.7.1 the tokenize{.interpreted-text role="mod"} module now implicitly emits a NEWLINE token when provided with input that does not have a trailing new line. This behavior now matches what the C tokenizer does internally. (Contributed by Ammar Askar in 33899{.interpreted-text role="issue"}.)
Notable changes in Python 3.7.2
In 3.7.2, venv{.interpreted-text role="mod"} on Windows no longer copies the original binaries, but creates redirector scripts named python.exe and pythonw.exe instead. This resolves a long standing issue where all virtual environments would have to be upgraded or recreated with each Python update. However, note that this release will still require recreation of virtual environments in order to get the new scripts.
Notable changes in Python 3.7.6
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"}.)
Notable changes in Python 3.7.10
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 3.7.11
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"})
The presence of newline or tab characters in parts of a URL allows for some forms of attacks. Following the WHATWG specification that updates RFC 3986, ASCII newline \n, \r and tab \t characters are stripped from the URL by the parser urllib.parse{.interpreted-text role="func"} 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 3.7.14
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.