What’s New In Python 3.7
Release: | 3.7.0b1 |
---|---|
Date: | January 31, 2018 |
This article explains the new features in Python 3.7, compared to 3.6.
For full details, see the changelog.
Note
Prerelease users should be aware that this document is currently in draft form. It will be updated substantially as Python 3.7 moves towards release, so it’s worth checking back even after reading earlier versions.
Summary – Release highlights
New Features
PEP 538: Legacy C Locale Coercion
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 locale on non-Windows platforms.
PEP 538 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
environment variable. Automatically setting LC_CTYPE
this way means that
both the core interpreter and locale-aware C extensions (such as
readline
) will assume the use of UTF-8 as the default text encoding,
rather than ASCII.
The platform support definition in PEP 11 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 stdin
and stdout
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 stderr
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
stderr
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.
See also
- PEP 538 – Coercing the legacy C locale to a UTF-8 based locale
- PEP written and implemented by Nick Coghlan.
PEP 553: Built-in breakpoint()
PEP 553 describes a new built-in called breakpoint()
which makes it
easy and consistent to enter the Python debugger. Built-in breakpoint()
calls sys.breakpointhook()
. By default, this latter imports pdb
and
then calls pdb.set_trace()
, but by binding sys.breakpointhook()
to the
function of your choosing, breakpoint()
can enter any debugger. Or, the
environment variable PYTHONBREAKPOINT
can be set to the callable of
your debugger of choice. Set PYTHONBREAKPOINT=0
to completely disable
built-in breakpoint()
.
See also
- PEP 553 – Built-in breakpoint()
- PEP written and implemented by Barry Warsaw
PEP 539: A New C-API for Thread-Local Storage in CPython
While Python provides a C API for thread-local storage support; the existing
Thread Local Storage (TLS) API has used
int
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.
PEP 539 changes this by providing a new Thread Specific Storage (TSS)
API 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
instead of int
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
.
Note that on platforms where the native TLS key is defined in a way that cannot
be safely cast to int
, 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.
See also
- PEP 539 – 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
It is sometimes convenient to customize or otherwise have control over access
to module attributes. A typical example is managing deprecation warnings.
Typical workarounds are assigning __class__
of a module object to
a custom subclass of types.ModuleType
or replacing the sys.modules
item with a custom wrapper instance. This procedure is now simplified by
recognizing __getattr__
defined directly in a module that would act like
a normal __getattr__
method, except that it will be defined on module
instances.
See also
- PEP 562 – Module
__getattr__
and__dir__
- PEP written and implemented by Ivan Levkivskyi
PEP 563: Postponed evaluation of annotations
The advent of type hints in Python uncovered two glaring usability issues with the functionality of annotations added in PEP 3107 and refined further in PEP 526:
- 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()
. 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 can be enabled
on a per-module basis in Python 3.7 using a __future__
import, like
this:
from __future__ import annotations
It will become the default in Python 4.0.
See also
- PEP 563 – Postponed evaluation of annotations
- PEP written and implemented by Łukasz Langa.
PEP 564: Add new time functions with nanosecond resolution
Add six new “nanosecond” variants of existing functions to the time
module:
time.clock_gettime_ns()
time.clock_settime_ns()
time.monotonic_ns()
time.perf_counter_ns()
time.process_time_ns()
time.time_ns()
While similar to the existing functions without the _ns
suffix, they
provide nanosecond resolution: they return a number of nanoseconds as a Python
int
.
The time.time_ns()
resolution is 3 times better than the time.time()
resolution on Linux and Windows.
See also
- PEP 564 – Add new time functions with nanosecond resolution
- PEP written and implemented by Victor Stinner
PEP 565: Show DeprecationWarning in __main__
The default handling of DeprecationWarning
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__
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
: always displayed by default, recommended for warnings intended to be seen by application end users (e.g. for deprecated application configuration settings).DeprecationWarning
: displayed by default only in__main__
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
: displayed by default only when running tests, intended for cases where a future version upgrade will change the warning category toDeprecationWarning
orFutureWarning
.
Previously both DeprecationWarning
and PendingDeprecationWarning
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.
See also
- PEP 565 – Show DeprecationWarning in
__main__
- PEP written and implemented by Nick Coghlan
PEP 540: Add a new UTF-8 mode
Add a new UTF-8 mode to ignore the locale, use the UTF-8 encoding, and change
sys.stdin
and sys.stdout
error handlers to surrogateescape
.
This mode is enabled by default in the POSIX locale, but otherwise disabled by
default.
The new -X
utf8
command line option and PYTHONUTF8
environment variable are added to control the UTF-8 mode.
See also
- PEP 540 – Add a new UTF-8 mode
- PEP written and implemented by Victor Stinner
PEP 557: Data Classes
Adds a new module dataclasses
. It provides a class decorator
dataclass
which inspects the class’s variable annotations (see
PEP 526) and using them, adds methods such as __init__
,
__repr__
, and __eq__
to the class. It is similar to
typing.NamedTuple
, but also works on classes with mutable
instances, among other features.
For 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)"
See also
- PEP 557 – Data Classes
- PEP written and implemented by Eric V. Smith
New Development Mode: -X dev
Add a new “development mode”: -X
dev
command line option and
PYTHONDEVMODE
environment variable to enable CPython’s “development
mode”, introducing additional runtime checks which are too expensive to be
enabled by default. See -X
dev
documentation for the effects of
the development mode.
Hash-based pycs
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 reproduciblity and
content-based build systems.
PEP 552 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
or compileall
.
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 Cached bytecode invalidation for more information.
Other Language Changes
- 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 bpo-12844 and bpo-18896.)
bytes.fromhex()
andbytearray.fromhex()
now ignore all ASCII whitespace, not only spaces. (Contributed by Robert Xiao in bpo-28927.)ImportError
now displays module name and module__file__
path whenfrom ... import ...
fails. (Contributed by Matthias Bussonnier in bpo-29546.)- Circular imports involving absolute imports with binding a submodule to a name are now supported. (Contributed by Serhiy Storchaka in bpo-30024.)
object.__format__(x, '')
is now equivalent tostr(x)
rather thanformat(str(self), '')
. (Contributed by Serhiy Storchaka in bpo-28974.)
New Modules
importlib.resources
This module provides several new APIs and one new ABC for access to, opening,
and reading resources inside packages. Resources are roughly akin to files
inside of packages, but they needn’t be actual files on the physical file
system. Module loaders can provide a get_resource_reader()
function
which returns a importlib.abc.ResourceReader
instance to support this
new API. Built-in file path loaders and zip file loaders both support this.
(see the PyPI package
importlib_resources
as a compatible back port for older Python versions).
Improved Modules
argparse
The parse_intermixed_args()
supports letting
the user intermix options and positional arguments on the command line,
as is possible in many unix commands. It supports most but not all
argparse features. (Contributed by paul.j3 in bpo-14191.)
binascii
The b2a_uu()
function now accepts an optional backtick
keyword argument. When it’s true, zeros are represented by '`'
instead of spaces. (Contributed by Xiang Zhang in bpo-30103.)
calendar
The class HTMLCalendar
has new class attributes which ease
the customisation of the CSS classes in the produced HTML calendar.
(Contributed by Oz Tiram in bpo-30095.)
cgi
parse_multipart()
returns the same results as
FieldStorage
: for non-file fields, the value associated to a key
is a list of strings, not bytes.
(Contributed by Pierre Quentel in bpo-29979.)
contextlib
asynccontextmanager()
and
AbstractAsyncContextManager
have been added. (Contributed
by Jelle Zijlstra in bpo-29679 and bpo-30241.)
contextlib.AsyncExitStack
has been added. (Contributed by
Alexander Mohr and Ilya Kulakov in bpo-29302.)
cProfile
cProfile command line now accepts -m module_name as an alternative to script path. (Contributed by Sanyam Khurana in bpo-21862.)
crypt
Added support for the Blowfish method. (Contributed by Serhiy Storchaka in bpo-31664.)
The mksalt()
function now allows to specify the number of rounds
for hashing. (Contributed by Serhiy Storchaka in bpo-31702.)
dis
The dis()
function now is able to
disassemble nested code objects (the code of comprehensions, generator
expressions and nested functions, and the code used for building nested
classes). (Contributed by Serhiy Storchaka in bpo-11822.)
distutils
README.rst is now included in the list of distutils standard READMEs and therefore included in source distributions. (Contributed by Ryan Gonzalez in bpo-11913.)
distutils.core.setup
now warns if the classifiers
, keywords
and platforms
fields are not specified as a list or a string.
(Contributed by Berker Peksag in bpo-19610.)
The upload
command now 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 in bpo-32304.)
http.client
Add Configurable blocksize to HTTPConnection
and
HTTPSConnection
for improved upload throughput.
(Contributed by Nir Soffer in bpo-31945.)
http.server
SimpleHTTPRequestHandler
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 bpo-29654.)
Add the parameter directory
to the SimpleHTTPRequestHandler
and the --directory
to the command line of the module server
.
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 bpo-28707.)
hmac
The hmac module now has an optimized one-shot digest()
function,
which is up to three times faster than HMAC()
.
(Contributed by Christian Heimes in bpo-32433.)
importlib
The importlib.abc.ResourceReader
ABC was introduced to
support the loading of resource from packages.
locale
Added another argument monetary in format_string()
of locale
.
If monetary is true, the conversion uses monetary thousands separator and
grouping strings. (Contributed by Garvit in bpo-10379.)
The locale.getpreferredencoding()
function now always returns 'UTF-8'
on Android or in the UTF-8 mode (-X
utf8
option), the locale and
the do_setlocale argument are ignored.
math
New remainder()
function, implementing the IEEE 754-style remainder
operation. (Contributed by Mark Dickinson in bpo-29962.)
os
Added support for bytes
paths in fwalk()
. (Contributed by
Serhiy Storchaka in bpo-28682.)
Added support for file descriptors in scandir()
on Unix. (Contributed by Serhiy Storchaka in bpo-25996.)
New function os.register_at_fork()
allows registering Python callbacks
to be executed on a process fork. (Contributed by Antoine Pitrou in
bpo-16500.)
pdb
set_trace()
now takes an optional header keyword-only
argument. If given, this is printed to the console just before debugging
begins. (Contributed by Barry Warsaw in bpo-31389.)
pdb command line now accepts -m module_name as an alternative to script file. (Contributed by Mario Corchero in bpo-32206.)
py_compile
py_compile.compile()
– and by extension, compileall
– now
respects the SOURCE_DATE_EPOCH
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 bpo-29708.)
re
The flags re.ASCII
, re.LOCALE
and re.UNICODE
can be set within the scope of a group.
(Contributed by Serhiy Storchaka in bpo-31690.)
re.split()
now supports splitting on a pattern like r'\b'
,
'^$'
or (?=-)
that matches an empty string.
(Contributed by Serhiy Storchaka in bpo-25054.)
ssl
The ssl module now uses OpenSSL’s builtin API instead of
match_hostname()
to check host name or IP address. Values
are validated during TLS handshake. Any cert validation error including
a failing host name match now raises SSLCertVerificationError
and
aborts the handshake with a proper TLS Alert message. The new exception
contains additional information. Host name validation can be customized
with host_flags
.
(Contributed by Christian Heimes in bpo-31399.)
Note
The improved host name check requires an OpenSSL 1.0.2 or 1.1 compatible libssl. OpenSSL 0.9.8 and 1.0.1 are no longer supported. LibreSSL is temporarily not supported until it gains the necessary OpenSSL 1.0.2 APIs.
The ssl module no longer sends IP addresses in SNI TLS extension. (Contributed by Christian Heimes in bpo-32185.)
match_hostname()
no longer supports partial wildcards like
www*.example.org
. host_flags
has partial
wildcard matching disabled by default.
(Contributed by Mandeep Singh in bpo-23033 and Christian Heimes in
bpo-31399.)
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 update. Default cipher suite selection can be configured on compile time. (Contributed by Christian Heimes in bpo-31429.)
string
string.Template
now lets you to optionally modify the regular
expression pattern for braced placeholders and non-braced placeholders
separately. (Contributed by Barry Warsaw in bpo-1198569.)
subprocess
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
.
This means that close_fds now defaults to True
on all supported
platforms.
sys
Added sys.flags.dev_mode
flag for the new development mode.
Deprecated sys.set_coroutine_wrapper()
and
sys.get_coroutine_wrapper()
.
time
The PEP 564 added six new functions with nanosecond resolution:
time.clock_gettime_ns()
time.clock_settime_ns()
time.monotonic_ns()
time.perf_counter_ns()
time.process_time_ns()
time.time_ns()
Add new clock identifiers:
time.CLOCK_BOOTTIME
(Linux): Identical totime.CLOCK_MONOTONIC
, except it also includes any time that the system is suspended.time.CLOCK_PROF
(FreeBSD, NetBSD and OpenBSD): High-resolution per-process timer from the CPU.time.CLOCK_UPTIME
(FreeBSD, OpenBSD): Time whose absolute value is the time the system has been running and not suspended, providing accurate uptime measurement, both absolute and interval.
Added functions time.thread_time()
and time.thread_time_ns()
to get per-thread CPU time measurements.
(Contributed by Antoine Pitrou in bpo-32025.)
unicodedata
The internal unicodedata
database has been upgraded to use Unicode 10. (Contributed by Benjamin
Peterson.)
unittest
Added new command-line option -k
to filter tests to run with a substring or
Unix shell-like pattern. For example, python -m unittest -k foo
runs the
tests foo_tests.SomeTest.test_something
, bar_tests.SomeTest.test_foo
,
but not bar_tests.FooTest.test_something
.
unittest.mock
The sentinel
attributes now preserve their identity
when they are copied
or pickled
. (Contributed by
Serhiy Storchaka in bpo-20804.)
New function seal
will disable the creation of mock
children by preventing to get or set any new attribute on the sealed mock.
The sealing process is performed recursively. (Contributed by Mario Corchero
in bpo-30541.)
urllib.parse
urllib.parse.quote()
has been updated from RFC 2396 to RFC 3986,
adding ~ to the set of characters that is never quoted by default.
(Contributed by Christian Theune and Ratnadeep Debnath in bpo-16285.)
uu
Function encode()
now accepts an optional backtick
keyword argument. When it’s true, zeros are represented by '`'
instead of spaces. (Contributed by Xiang Zhang in bpo-30103.)
warnings
The initialization of the default warnings filters has changed as follows:
warnings enabled via command line options (including those for
-b
and the new CPython-specific-X dev
option) are always passed to the warnings machinery via thesys.warnoptions
attribute.warnings filters enabled via the command line or the environment now have the following precedence order:
- the
BytesWarning
filter for-b
(or-bb
) - any filters specified with
-W
- any filters specified with
PYTHONWARNINGS
- any other CPython specific filters (e.g. the
default
filter added for the new-X dev
mode) - any implicit filters defined directly by the warnings machinery
- the
in CPython debug builds, all warnings are now displayed by default (the implicit filter list is empty)
(Contributed by Nick Coghlan and Victor Stinner in bpo-20361, bpo-32043, and bpo-32230)
xml.etree
ElementPath predicates in the find()
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 bpo-31648.)
xmlrpc.server
register_function()
of xmlrpc.server.SimpleXMLRPCDispatcher
and
its subclasses can be used as a decorator. (Contributed by Xiang Zhang in
bpo-7769.)
zipapp
Function zipapp.create_archive()
now accepts an optional filter
argument to allow the user to select which files should be included in the
archive, and an optional compressed argument to generate a compressed
archive.
A command line option --compress
has also been added to support
compression.
Optimizations
- Added two new opcodes:
LOAD_METHOD
andCALL_METHOD
to avoid instantiation of bound method objects for method calls, which results in method calls being faster up to 20%. (Contributed by Yury Selivanov and INADA Naoki in bpo-26110.) - Searching some unlucky Unicode characters (like Ukrainian capital “Є”) in a string was up to 25 times slower than searching other characters. Now it is slower only by 3 times in the worst case. (Contributed by Serhiy Storchaka in bpo-24821.)
- Fast implementation from standard C library is now used for functions
erf()
anderfc()
in themath
module. (Contributed by Serhiy Storchaka in bpo-26121.) - The
os.fwalk()
function has been sped up by 2 times. This was done using theos.scandir()
function. (Contributed by Serhiy Storchaka in bpo-25996.) - The
shutil.rmtree()
function has been sped up to 20–40%. This was done using theos.scandir()
function. (Contributed by Serhiy Storchaka in bpo-28564.) - Optimized case-insensitive matching and searching of
regular expressions
. Searching some patterns can now be up to 20 times faster. (Contributed by Serhiy Storchaka in bpo-30285.) re.compile()
now convertsflags
parameter to int object if it isRegexFlag
. 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 bpo-31671.)selectors.EpollSelector.modify()
,selectors.PollSelector.modify()
andselectors.DevpollSelector.modify()
may be around 10% faster under heavy loads. (Contributed by Giampaolo Rodola’ in bpo-30014)- Constant folding is moved from peephole optimizer to new AST optimizer. (Contributed by Eugene Toder and INADA Naoki in bpo-29469)
Build and C API Changes
py_compile
andcompileall
now support theSOURCE_DATE_EPOCH
environment variable by unconditionally building.pyc
files for hash verification instead of potentially timestamp-based.pyc
files. See the notes for the py_compile improvement notes for more details.- A full copy of libffi is no longer bundled for use when building the
_ctypes
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 bpo-27979.) - The fields
name
anddoc
of structuresPyMemberDef
,PyGetSetDef
,PyStructSequence_Field
,PyStructSequence_Desc
, andwrapperbase
are now of typeconst char *
rather ofchar *
. (Contributed by Serhiy Storchaka in bpo-28761.) - The result of
PyUnicode_AsUTF8AndSize()
andPyUnicode_AsUTF8()
is now of typeconst char *
rather ofchar *
. (Contributed by Serhiy Storchaka in bpo-28769.) - The result of
PyMapping_Keys()
,PyMapping_Values()
andPyMapping_Items()
is now always a list, rather than a list or a tuple. (Contributed by Oren Milman in bpo-28280.) - Added functions
PySlice_Unpack()
andPySlice_AdjustIndices()
. (Contributed by Serhiy Storchaka in bpo-27867.) PyOS_AfterFork()
is deprecated in favour of the new functionsPyOS_BeforeFork()
,PyOS_AfterFork_Parent()
andPyOS_AfterFork_Child()
. (Contributed by Antoine Pitrou in bpo-16500.)- 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 bpo-30450.) - 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 bpo-22898 and bpo-30697. - Support for building
--without-threads
is removed. (Contributed by Antoine Pitrou in bpo-31370.).
Other CPython Implementation Changes
- Trace hooks may now opt out of receiving
line
events from the interpreter by setting the newf_trace_lines
attribute toFalse
on the frame being traced. (Contributed by Nick Coghlan in bpo-31344.) - Trace hooks may now opt in to receiving
opcode
events from the interpreter by setting the newf_trace_opcodes
attribute toTrue
on the frame being traced. (Contributed by Nick Coghlan in bpo-31344.)
Deprecated
In Python 3.8, the abstract base classes in
collections.abc
will no longer be exposed in the regularcollections
module. This will help create a clearer distinction between the concrete classes and the abstract base classes.Yield expressions (both
yield
andyield from
clauses) are now deprecated in comprehensions and generator expressions (aside from the iterable expression in the leftmostfor
clause). This ensures that comprehensions always immediately return a container of the appropriate type (rather than potentially returning a generator iterator 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
when compiled, in Python 3.8+ they will emitSyntaxError
. (Contributed by Serhiy Storchaka in bpo-10544.)
- Function
PySlice_GetIndicesEx()
is deprecated and replaced with a macro ifPy_LIMITED_API
is not set or set to the value between0x03050400
and0x03060000
(not including) or0x03060100
or higher. (Contributed by Serhiy Storchaka in bpo-27867.) - Deprecated
format()
fromlocale
, use theformat_string()
instead. (Contributed by Garvit in bpo-10379.) - Methods
MetaPathFinder.find_module()
(replaced byMetaPathFinder.find_spec()
) andPathEntryFinder.find_loader()
(replaced byPathEntryFinder.find_spec()
) both deprecated in Python 3.4 now emitDeprecationWarning
. (Contributed by Matthias Bussonnier in bpo-29576) - Using non-integer value for selecting a plural form in
gettext
is now deprecated. It never correctly worked. (Contributed by Serhiy Storchaka in bpo-28692.) - The
macpath
is now deprecated and will be removed in Python 3.8. - The
importlib.abc.ResourceLoader
ABC has been deprecated in favour ofimportlib.abc.ResourceReader
.
Changes in the C API
- The type of results of
PyThread_start_new_thread()
andPyThread_get_thread_ident()
, and the id parameter ofPyThreadState_SetAsyncExc()
changed fromlong
tounsigned long
. (Contributed by Serhiy Storchaka in bpo-6532.) PyUnicode_AsWideCharString()
now raises aValueError
if the second argument is NULL and thewchar_t*
string contains null characters. (Contributed by Serhiy Storchaka in bpo-30708.)
Windows Only
- The python launcher, (py.exe), can accept 32 & 64 bit specifiers without
having to specify a minor version as well. So
py -3-32
andpy -3-64
become valid as well aspy -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 bpo-30291.) - The launcher can be run as
py -0
to produce a list of the installed pythons, with default marked with an asterisk. Runningpy -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 bpo-30362.)
Removed
Platform Support Removals
- FreeBSD 9 and older are no longer supported.
API and Feature Removals
- 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()
were deprecated in Python 3.5, and will now cause an error. - Removed support of the exclude argument in
tarfile.TarFile.add()
. It was deprecated in Python 2.7 and 3.2. Use the filter argument instead. - The
splitunc()
function in thentpath
module was deprecated in Python 3.1, and has now been removed. Use thesplitdrive()
function instead. collections.namedtuple()
no longer supports the verbose parameter or_source
attribute 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 in bpo-28638.)- Functions
bool()
,float()
,list()
andtuple()
no longer take keyword arguments. The first argument ofint()
can now be passed only as positional argument. - Removed previously deprecated in Python 2.4 classes
Plist
,Dict
and_InternalDict
in theplistlib
module. Dict values in the result of functionsreadPlist()
andreadPlistFromBytes()
are now normal dicts. You no longer can use attribute access to access items of these dictionaries.
Porting to Python 3.7
This section lists previously described changes and other bugfixes that may require changes to your code.
Changes in Python behavior
PEP 479 is enabled for all code in Python 3.7, meaning that
StopIteration
exceptions raised directly or indirectly in coroutines and generators are transformed intoRuntimeError
exceptions. (Contributed by Yury Selivanov in bpo-32670.)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]): pass
Python 3.7 now correctly raises a
SyntaxError
, 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 in bpo-32012 and bpo-32023.)
Changes in the Python API
socketserver.ThreadingMixIn.server_close()
now waits until all non-daemon threads complete. Use daemonic threads by settingThreadingMixIn.daemon_threads
toTrue
to not wait until threads complete. (Contributed by Victor Stinner in bpo-31233.)socketserver.ForkingMixIn.server_close()
now waits until all child processes complete. (Contributed by Victor Stinner in bpo-31151.)The
locale.localeconv()
function now sets temporarily theLC_CTYPE
locale to theLC_NUMERIC
locale in some cases.The
asyncio.windows_utils.socketpair()
function has been removed: use directlysocket.socketpair()
which is available on all platforms since Python 3.5 (before, it wasn’t available on Windows).asyncio.windows_utils.socketpair()
was just an alias tosocket.socketpair
on Python 3.5 and newer.asyncio
: The module doesn’t exportselectors
and_overlapped
modules asasyncio.selectors
andasyncio._overlapped
. Replacefrom asyncio import selectors
withimport selectors
for example.pkgutil.walk_packages()
now raises ValueError if path is a string. Previously an empty list was returned. (Contributed by Sanyam Khurana in bpo-24744.)A format string argument for
string.Formatter.format()
is now positional-only. Passing it as a keyword argument was deprecated in Python 3.5. (Contributed by Serhiy Storchaka in bpo-29193.)Attributes
key
,value
andcoded_value
of classhttp.cookies.Morsel
are now read-only. Assigning to them was deprecated in Python 3.5. Use theset()
method for setting them. (Contributed by Serhiy Storchaka in bpo-29192.)Module
,FunctionDef
,AsyncFunctionDef
, andClassDef
AST nodes now have a newdocstring
field. The first statement in their body is not considered as a docstring anymore.co_firstlineno
andco_lnotab
of code object for class and module are affected by this change. (Contributed by INADA Naoki and Eugene Toder in bpo-29463.)The mode argument of
os.makedirs()
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 in bpo-19930.)The
struct.Struct.format
type is nowstr
instead ofbytes
. (Contributed by Victor Stinner in bpo-21071.)Due to internal changes in
socket
you won’t be able tosocket.fromshare()
a socketshare()
-ed in older Python versions.repr
fordatetime.timedelta
has changed to include keyword arguments in the output. (Contributed by Utkarsh Upadhyay in bpo-30302.)Because
shutil.rmtree()
is now implemented using theos.scandir()
function, the user specified handler onerror is now called with the first argumentos.scandir
instead ofos.listdir
when listing the direcory is failed.Support of 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, so to facilitate this change a
FutureWarning
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 in bpo-30349.)The result of splitting a string on a
regular expression
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
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()
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 bpo-25054 and bpo-32308.)
tracemalloc.Traceback
frames are now sorted from oldest to most recent to be more consistent withtraceback
. (Contributed by Jesse Bakker in bpo-32121.)On OSes that support
socket.SOCK_NONBLOCK
orsocket.SOCK_CLOEXEC
bit flags, thesocket.type
no longer has them applied. Therefore, checks likeif sock.type == socket.SOCK_STREAM
work as expected on all platforms. (Contributed by Yury Selivanov in bpo-32331.)
- On Windows the default for the close_fds argument of
subprocess.Popen
was changed fromFalse
toTrue
when redirecting the standard handles. If you previously depended on handles being inherited when usingsubprocess.Popen
with standard io redirection, you will have to passclose_fds=False
to preserve the previous behaviour, or useSTARTUPINFO.lpAttributeList
.
Changes in the C API
- The function
PySlice_GetIndicesEx()
is considered not safe for resizable sequences. If the slice indices are not instances ofint
, but objects that implement the__index__()
method, the sequence can be resized after passing its length toPySlice_GetIndicesEx()
. This can lead to returning indices out of the length of the sequence. For avoiding possible problems use new functionsPySlice_Unpack()
andPySlice_AdjustIndices()
. (Contributed by Serhiy Storchaka in bpo-27867.)
CPython bytecode changes
- Added two new opcodes:
LOAD_METHOD
andCALL_METHOD
. (Contributed by Yury Selivanov and INADA Naoki in bpo-26110.) - Removed the STORE_ANNOTATION opcode.
Other CPython implementation changes
- In preparation for potential future changes to the public CPython runtime initialization API (see PEP 432 for details), 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. (Contributed by Nick Coghlan and Eric Snow as part of bpo-22257.)
- Due to changes in the way the default warnings filters are configured,
setting
Py_BytesWarningFlag
to a value greater than one is no longer sufficient to both emitBytesWarning
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 expliciterror::BytesWarning
warnings filter added to convert them to exceptions. - CPython’
ssl
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.
Documentation
PEP 545: Python Documentation Translations
PEP 545 describes the process to translate Python documentation, and two translations have been added:
- Japanese: https://docs.python.org/ja/ and associated GitHub repository: https://github.com/python/python-docs-ja
- French: https://docs.python.org/fr/ and associated GitHub repository: https://github.com/python/python-docs-fr
(Contributed by Julien Palard, Inada Naoki, and Victor Stinner in bpo-26546.)