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# Python 3.6 有什么新变化A
作者Elvis Pranskevichus <[elvis@magic.io](mailto:elvis%40magic.io)>, Yury Selivanov <[yury@magic.io](mailto:yury%40magic.io)>
本文解释了与3.5相比,Python 3.6中的新功能。 Python 3.6于2016年12月23日发布。请参阅 [changelog](https://docs.python.org/3.6/whatsnew/changelog.html) \[https://docs.python.org/3.6/whatsnew/changelog.html\] 以获取完整的更改列表。
参见
[**PEP 494**](https://www.python.org/dev/peps/pep-0494) \[https://www.python.org/dev/peps/pep-0494\] - Python 3.6发布计划
## 摘要 - 发布重点
新的语法特性:
- [PEP 498](#whatsnew36-pep498), 格式化的字符串文字
- [PEP 515](#whatsnew36-pep515), 数字文字中的下划线。
- [PEP 526](#whatsnew36-pep526) , 变量注释的语法。
- [PEP 525](#whatsnew36-pep525), 异步生成器。
- [PEP 530](#whatsnew36-pep530): 异步推导。
新的库模块:
- [`secrets`](../library/secrets.xhtml#module-secrets "secrets: Generate secure random numbers for managing secrets."): [PEP 506 -- Adding A Secrets Module To The Standard Library](#whatsnew36-pep506).
CPython 实现的改进:
- The [dict](../library/stdtypes.xhtml#typesmapping) type has been reimplemented to use a [more compact representation](#whatsnew36-compactdict)based on [a proposal by Raymond Hettinger](https://mail.python.org/pipermail/python-dev/2012-December/123028.html) \[https://mail.python.org/pipermail/python-dev/2012-December/123028.html\]and similar to the [PyPy dict implementation](https://morepypy.blogspot.com/2015/01/faster-more-memory-efficient-and-more.html) \[https://morepypy.blogspot.com/2015/01/faster-more-memory-efficient-and-more.html\]. This resulted in dictionaries using 20% to 25% less memory when compared to Python 3.5.
- Customization of class creation has been simplified with the [new protocol](#whatsnew36-pep487).
- The class attribute definition order is [now preserved](#whatsnew36-pep520).
- The order of elements in `**kwargs` now [corresponds to the order](#whatsnew36-pep468) in which keyword arguments were passed to the function.
- DTrace and SystemTap [probing support](#whatsnew36-tracing) has been added.
- The new [PYTHONMALLOC](#whatsnew36-pythonmalloc) environment variable can now be used to debug the interpreter memory allocation and access errors.
标准库中的重大改进:
- The [`asyncio`](../library/asyncio.xhtml#module-asyncio "asyncio: Asynchronous I/O.") module has received new features, significant usability and performance improvements, and a fair amount of bug fixes. Starting with Python 3.6 the `asyncio` module is no longer provisional and its API is considered stable.
- A new [file system path protocol](#whatsnew36-pep519) has been implemented to support [path-like objects](../glossary.xhtml#term-path-like-object). All standard library functions operating on paths have been updated to work with the new protocol.
- The [`datetime`](../library/datetime.xhtml#module-datetime "datetime: Basic date and time types.") module has gained support for [Local Time Disambiguation](#whatsnew36-pep495).
- The [`typing`](../library/typing.xhtml#module-typing "typing: Support for type hints (see PEP 484).") module received a number of [improvements](#whatsnew36-typing).
- The [`tracemalloc`](../library/tracemalloc.xhtml#module-tracemalloc "tracemalloc: Trace memory allocations.") module has been significantly reworked and is now used to provide better output for [`ResourceWarning`](../library/exceptions.xhtml#ResourceWarning "ResourceWarning")as well as provide better diagnostics for memory allocation errors. See the [PYTHONMALLOC section](#whatsnew36-pythonmalloc) for more information.
安全改进:
- The new [`secrets`](../library/secrets.xhtml#module-secrets "secrets: Generate secure random numbers for managing secrets.") module has been added to simplify the generation of cryptographically strong pseudo-random numbers suitable for managing secrets such as account authentication, tokens, and similar.
- On Linux, [`os.urandom()`](../library/os.xhtml#os.urandom "os.urandom") now blocks until the system urandom entropy pool is initialized to increase the security. See the [**PEP 524**](https://www.python.org/dev/peps/pep-0524) \[https://www.python.org/dev/peps/pep-0524\] for the rationale.
- The [`hashlib`](../library/hashlib.xhtml#module-hashlib "hashlib: Secure hash and message digest algorithms.") and [`ssl`](../library/ssl.xhtml#module-ssl "ssl: TLS/SSL wrapper for socket objects") modules now support OpenSSL 1.1.0.
- The default settings and feature set of the [`ssl`](../library/ssl.xhtml#module-ssl "ssl: TLS/SSL wrapper for socket objects") module have been improved.
- The [`hashlib`](../library/hashlib.xhtml#module-hashlib "hashlib: Secure hash and message digest algorithms.") module received support for the BLAKE2, SHA-3 and SHAKE hash algorithms and the [`scrypt()`](../library/hashlib.xhtml#hashlib.scrypt "hashlib.scrypt") key derivation function.
Windows改进:
- [PEP 528](#whatsnew36-pep528) and [PEP 529](#whatsnew36-pep529), Windows filesystem and console encoding changed to UTF-8.
- The `py.exe` launcher, when used interactively, no longer prefers Python 2 over Python 3 when the user doesn't specify a version (via command line arguments or a config file). Handling of shebang lines remains unchanged - "python" refers to Python 2 in that case.
- `python.exe` and `pythonw.exe` have been marked as long-path aware, which means that the 260 character path limit may no longer apply. See [removing the MAX\_PATH limitation](../using/windows.xhtml#max-path) for details.
- A `._pth` file can be added to force isolated mode and fully specify all search paths to avoid registry and environment lookup. See [the documentation](../using/windows.xhtml#finding-modules) for more information.
- A `python36.zip` file now works as a landmark to infer [`PYTHONHOME`](../using/cmdline.xhtml#envvar-PYTHONHOME). See [the documentation](../using/windows.xhtml#finding-modules) for more information.
## 新的特性
### PEP 498: 格式化的字符串文字
[**PEP 498**](https://www.python.org/dev/peps/pep-0498) \[https://www.python.org/dev/peps/pep-0498\] introduces a new kind of string literals: *f-strings*, or [formatted string literals](../reference/lexical_analysis.xhtml#f-strings).
Formatted string literals are prefixed with `'f'` and are similar to the format strings accepted by [`str.format()`](../library/stdtypes.xhtml#str.format "str.format"). They contain replacement fields surrounded by curly braces. The replacement fields are expressions, which are evaluated at run time, and then formatted using the [`format()`](../library/functions.xhtml#format "format") protocol:
```
>>> name = "Fred"
>>> f"He said his name is {name}."
'He said his name is Fred.'
>>> width = 10
>>> precision = 4
>>> value = decimal.Decimal("12.34567")
>>> f"result: {value:{width}.{precision}}" # nested fields
'result: 12.35'
```
参见
[**PEP 498**](https://www.python.org/dev/peps/pep-0498) \[https://www.python.org/dev/peps/pep-0498\] -- 文字字符串插值。PEP 由 Eric V. Smith 撰写并实现
[Feature documentation](../reference/lexical_analysis.xhtml#f-strings).
### PEP 526: 变量注释的语法
[**PEP 484**](https://www.python.org/dev/peps/pep-0484) \[https://www.python.org/dev/peps/pep-0484\] introduced the standard for type annotations of function parameters, a.k.a. type hints. This PEP adds syntax to Python for annotating the types of variables including class variables and instance variables:
```
primes: List[int] = []
captain: str # Note: no initial value!
class Starship:
stats: Dict[str, int] = {}
```
Just as for function annotations, the Python interpreter does not attach any particular meaning to variable annotations and only stores them in the `__annotations__` attribute of a class or module.
In contrast to variable declarations in statically typed languages, the goal of annotation syntax is to provide an easy way to specify structured type metadata for third party tools and libraries via the abstract syntax tree and the `__annotations__` attribute.
参见
[**PEP 526**](https://www.python.org/dev/peps/pep-0526) \[https://www.python.org/dev/peps/pep-0526\] -- 变量注释的语法。PEP written by Ryan Gonzalez, Philip House, Ivan Levkivskyi, Lisa Roach, and Guido van Rossum. Implemented by Ivan Levkivskyi.
Tools that use or will use the new syntax: [mypy](http://www.mypy-lang.org/) \[http://www.mypy-lang.org/\], [pytype](https://github.com/google/pytype) \[https://github.com/google/pytype\], PyCharm, etc.
### PEP 515: 数字文字中的下划线。
[**PEP 515**](https://www.python.org/dev/peps/pep-0515) \[https://www.python.org/dev/peps/pep-0515\] adds the ability to use underscores in numeric literals for improved readability. For example:
```
>>> 1_000_000_000_000_000
1000000000000000
>>> 0x_FF_FF_FF_FF
4294967295
```
Single underscores are allowed between digits and after any base specifier. Leading, trailing, or multiple underscores in a row are not allowed.
The [string formatting](../library/string.xhtml#formatspec) language also now has support for the `'_'` option to signal the use of an underscore for a thousands separator for floating point presentation types and for integer presentation type `'d'`. For integer presentation types `'b'`, `'o'`, `'x'`, and `'X'`, underscores will be inserted every 4 digits:
```
>>> '{:_}'.format(1000000)
'1_000_000'
>>> '{:_x}'.format(0xFFFFFFFF)
'ffff_ffff'
```
参见
[**PEP 515**](https://www.python.org/dev/peps/pep-0515) \[https://www.python.org/dev/peps/pep-0515\] -- 数字文字中的下划线。PEP 由 Georg Brandl 和 Serhiy Storchaka 撰写
### PEP 525: 异步生成器
[**PEP 492**](https://www.python.org/dev/peps/pep-0492) \[https://www.python.org/dev/peps/pep-0492\] introduced support for native coroutines and `async` / `await`syntax to Python 3.5. A notable limitation of the Python 3.5 implementation is that it was not possible to use `await` and `yield` in the same function body. In Python 3.6 this restriction has been lifted, making it possible to define *asynchronous generators*:
```
async def ticker(delay, to):
"""Yield numbers from 0 to *to* every *delay* seconds."""
for i in range(to):
yield i
await asyncio.sleep(delay)
```
The new syntax allows for faster and more concise code.
参见
[**PEP 525**](https://www.python.org/dev/peps/pep-0525) \[https://www.python.org/dev/peps/pep-0525\] -- 异步生成器PEP 由 Yury Selivanov 撰写并实现
### PEP 530: Asynchronous Comprehensions
[**PEP 530**](https://www.python.org/dev/peps/pep-0530) \[https://www.python.org/dev/peps/pep-0530\] adds support for using `async for` in list, set, dict comprehensions and generator expressions:
```
result = [i async for i in aiter() if i % 2]
```
Additionally, `await` expressions are supported in all kinds of comprehensions:
```
result = [await fun() for fun in funcs if await condition()]
```
参见
[**PEP 530**](https://www.python.org/dev/peps/pep-0530) \[https://www.python.org/dev/peps/pep-0530\] -- Asynchronous ComprehensionsPEP 由 Yury Selivanov 撰写并实现
### PEP 487: Simpler customization of class creation
It is now possible to customize subclass creation without using a metaclass. The new `__init_subclass__` classmethod will be called on the base class whenever a new subclass is created:
```
class PluginBase:
subclasses = []
def __init_subclass__(cls, **kwargs):
super().__init_subclass__(**kwargs)
cls.subclasses.append(cls)
class Plugin1(PluginBase):
pass
class Plugin2(PluginBase):
pass
```
In order to allow zero-argument [`super()`](../library/functions.xhtml#super "super") calls to work correctly from [`__init_subclass__()`](../reference/datamodel.xhtml#object.__init_subclass__ "object.__init_subclass__") implementations, custom metaclasses must ensure that the new `__classcell__` namespace entry is propagated to `type.__new__` (as described in [创建类对象](../reference/datamodel.xhtml#class-object-creation)).
参见
[**PEP 487**](https://www.python.org/dev/peps/pep-0487) \[https://www.python.org/dev/peps/pep-0487\] -- Simpler customization of class creationPEP 由 Martin Teichmann 撰写并实现。
[Feature documentation](../reference/datamodel.xhtml#class-customization)
### PEP 487: Descriptor Protocol Enhancements
[**PEP 487**](https://www.python.org/dev/peps/pep-0487) \[https://www.python.org/dev/peps/pep-0487\] extends the descriptor protocol to include the new optional [`__set_name__()`](../reference/datamodel.xhtml#object.__set_name__ "object.__set_name__") method. Whenever a new class is defined, the new method will be called on all descriptors included in the definition, providing them with a reference to the class being defined and the name given to the descriptor within the class namespace. In other words, instances of descriptors can now know the attribute name of the descriptor in the owner class:
```
class IntField:
def __get__(self, instance, owner):
return instance.__dict__[self.name]
def __set__(self, instance, value):
if not isinstance(value, int):
raise ValueError(f'expecting integer in {self.name}')
instance.__dict__[self.name] = value
# this is the new initializer:
def __set_name__(self, owner, name):
self.name = name
class Model:
int_field = IntField()
```
参见
[**PEP 487**](https://www.python.org/dev/peps/pep-0487) \[https://www.python.org/dev/peps/pep-0487\] -- Simpler customization of class creationPEP 由 Martin Teichmann 撰写并实现。
[Feature documentation](../reference/datamodel.xhtml#descriptors)
### PEP 519: Adding a file system path protocol
File system paths have historically been represented as [`str`](../library/stdtypes.xhtml#str "str")or [`bytes`](../library/stdtypes.xhtml#bytes "bytes") objects. This has led to people who write code which operate on file system paths to assume that such objects are only one of those two types (an [`int`](../library/functions.xhtml#int "int") representing a file descriptor does not count as that is not a file path). Unfortunately that assumption prevents alternative object representations of file system paths like [`pathlib`](../library/pathlib.xhtml#module-pathlib "pathlib: Object-oriented filesystem paths") from working with pre-existing code, including Python's standard library.
To fix this situation, a new interface represented by [`os.PathLike`](../library/os.xhtml#os.PathLike "os.PathLike") has been defined. By implementing the [`__fspath__()`](../library/os.xhtml#os.PathLike.__fspath__ "os.PathLike.__fspath__") method, an object signals that it represents a path. An object can then provide a low-level representation of a file system path as a [`str`](../library/stdtypes.xhtml#str "str") or [`bytes`](../library/stdtypes.xhtml#bytes "bytes") object. This means an object is considered [path-like](../glossary.xhtml#term-path-like-object) if it implements [`os.PathLike`](../library/os.xhtml#os.PathLike "os.PathLike") or is a [`str`](../library/stdtypes.xhtml#str "str") or [`bytes`](../library/stdtypes.xhtml#bytes "bytes") object which represents a file system path. Code can use [`os.fspath()`](../library/os.xhtml#os.fspath "os.fspath"), [`os.fsdecode()`](../library/os.xhtml#os.fsdecode "os.fsdecode"), or [`os.fsencode()`](../library/os.xhtml#os.fsencode "os.fsencode") to explicitly get a [`str`](../library/stdtypes.xhtml#str "str") and/or [`bytes`](../library/stdtypes.xhtml#bytes "bytes") representation of a path-like object.
The built-in [`open()`](../library/functions.xhtml#open "open") function has been updated to accept [`os.PathLike`](../library/os.xhtml#os.PathLike "os.PathLike") objects, as have all relevant functions in the [`os`](../library/os.xhtml#module-os "os: Miscellaneous operating system interfaces.") and [`os.path`](../library/os.path.xhtml#module-os.path "os.path: Operations on pathnames.") modules, and most other functions and classes in the standard library. The [`os.DirEntry`](../library/os.xhtml#os.DirEntry "os.DirEntry") class and relevant classes in [`pathlib`](../library/pathlib.xhtml#module-pathlib "pathlib: Object-oriented filesystem paths") have also been updated to implement [`os.PathLike`](../library/os.xhtml#os.PathLike "os.PathLike").
The hope is that updating the fundamental functions for operating on file system paths will lead to third-party code to implicitly support all [path-like objects](../glossary.xhtml#term-path-like-object) without any code changes, or at least very minimal ones (e.g. calling [`os.fspath()`](../library/os.xhtml#os.fspath "os.fspath") at the beginning of code before operating on a path-like object).
Here are some examples of how the new interface allows for [`pathlib.Path`](../library/pathlib.xhtml#pathlib.Path "pathlib.Path") to be used more easily and transparently with pre-existing code:
```
>>> import pathlib
>>> with open(pathlib.Path("README")) as f:
... contents = f.read()
...
>>> import os.path
>>> os.path.splitext(pathlib.Path("some_file.txt"))
('some_file', '.txt')
>>> os.path.join("/a/b", pathlib.Path("c"))
'/a/b/c'
>>> import os
>>> os.fspath(pathlib.Path("some_file.txt"))
'some_file.txt'
```
(Implemented by Brett Cannon, Ethan Furman, Dusty Phillips, and Jelle Zijlstra.)
参见
[**PEP 519**](https://www.python.org/dev/peps/pep-0519) \[https://www.python.org/dev/peps/pep-0519\] -- Adding a file system path protocolPEP written by Brett Cannon and Koos Zevenhoven.
### PEP 495: Local Time Disambiguation
In most world locations, there have been and will be times when local clocks are moved back. In those times, intervals are introduced in which local clocks show the same time twice in the same day. In these situations, the information displayed on a local clock (or stored in a Python datetime instance) is insufficient to identify a particular moment in time.
[**PEP 495**](https://www.python.org/dev/peps/pep-0495) \[https://www.python.org/dev/peps/pep-0495\] adds the new *fold* attribute to instances of [`datetime.datetime`](../library/datetime.xhtml#datetime.datetime "datetime.datetime") and [`datetime.time`](../library/datetime.xhtml#datetime.time "datetime.time") classes to differentiate between two moments in time for which local times are the same:
```
>>> u0 = datetime(2016, 11, 6, 4, tzinfo=timezone.utc)
>>> for i in range(4):
... u = u0 + i*HOUR
... t = u.astimezone(Eastern)
... print(u.time(), 'UTC =', t.time(), t.tzname(), t.fold)
...
04:00:00 UTC = 00:00:00 EDT 0
05:00:00 UTC = 01:00:00 EDT 0
06:00:00 UTC = 01:00:00 EST 1
07:00:00 UTC = 02:00:00 EST 0
```
The values of the [`fold`](../library/datetime.xhtml#datetime.datetime.fold "datetime.datetime.fold") attribute have the value `0` for all instances except those that represent the second (chronologically) moment in time in an ambiguous case.
参见
[**PEP 495**](https://www.python.org/dev/peps/pep-0495) \[https://www.python.org/dev/peps/pep-0495\] -- Local Time DisambiguationPEP written by Alexander Belopolsky and Tim Peters, implementation by Alexander Belopolsky.
### PEP 529: Change Windows filesystem encoding to UTF-8
Representing filesystem paths is best performed with str (Unicode) rather than bytes. However, there are some situations where using bytes is sufficient and correct.
Prior to Python 3.6, data loss could result when using bytes paths on Windows. With this change, using bytes to represent paths is now supported on Windows, provided those bytes are encoded with the encoding returned by [`sys.getfilesystemencoding()`](../library/sys.xhtml#sys.getfilesystemencoding "sys.getfilesystemencoding"), which now defaults to `'utf-8'`.
Applications that do not use str to represent paths should use [`os.fsencode()`](../library/os.xhtml#os.fsencode "os.fsencode") and [`os.fsdecode()`](../library/os.xhtml#os.fsdecode "os.fsdecode") to ensure their bytes are correctly encoded. To revert to the previous behaviour, set [`PYTHONLEGACYWINDOWSFSENCODING`](../using/cmdline.xhtml#envvar-PYTHONLEGACYWINDOWSFSENCODING) or call [`sys._enablelegacywindowsfsencoding()`](../library/sys.xhtml#sys._enablelegacywindowsfsencoding "sys._enablelegacywindowsfsencoding").
See [**PEP 529**](https://www.python.org/dev/peps/pep-0529) \[https://www.python.org/dev/peps/pep-0529\] for more information and discussion of code modifications that may be required.
### PEP 528: Change Windows console encoding to UTF-8
The default console on Windows will now accept all Unicode characters and provide correctly read str objects to Python code. `sys.stdin`, `sys.stdout` and `sys.stderr` now default to utf-8 encoding.
This change only applies when using an interactive console, and not when redirecting files or pipes. To revert to the previous behaviour for interactive console use, set [`PYTHONLEGACYWINDOWSSTDIO`](../using/cmdline.xhtml#envvar-PYTHONLEGACYWINDOWSSTDIO).
参见
[**PEP 528**](https://www.python.org/dev/peps/pep-0528) \[https://www.python.org/dev/peps/pep-0528\] -- Change Windows console encoding to UTF-8PEP written and implemented by Steve Dower.
### PEP 520: Preserving Class Attribute Definition Order
Attributes in a class definition body have a natural ordering: the same order in which the names appear in the source. This order is now preserved in the new class's [`__dict__`](../library/stdtypes.xhtml#object.__dict__ "object.__dict__") attribute.
Also, the effective default class *execution* namespace (returned from [type.\_\_prepare\_\_()](../reference/datamodel.xhtml#prepare)) is now an insertion-order-preserving mapping.
参见
[**PEP 520**](https://www.python.org/dev/peps/pep-0520) \[https://www.python.org/dev/peps/pep-0520\] -- Preserving Class Attribute Definition OrderPEP written and implemented by Eric Snow.
### PEP 468: Preserving Keyword Argument Order
`**kwargs` in a function signature is now guaranteed to be an insertion-order-preserving mapping.
参见
[**PEP 468**](https://www.python.org/dev/peps/pep-0468) \[https://www.python.org/dev/peps/pep-0468\] -- Preserving Keyword Argument OrderPEP written and implemented by Eric Snow.
### New [dict](../library/stdtypes.xhtml#typesmapping) implementation
The [dict](../library/stdtypes.xhtml#typesmapping) type now uses a "compact" representation based on [a proposal by Raymond Hettinger](https://mail.python.org/pipermail/python-dev/2012-December/123028.html) \[https://mail.python.org/pipermail/python-dev/2012-December/123028.html\]which was [first implemented by PyPy](https://morepypy.blogspot.com/2015/01/faster-more-memory-efficient-and-more.html) \[https://morepypy.blogspot.com/2015/01/faster-more-memory-efficient-and-more.html\]. The memory usage of the new [`dict()`](../library/stdtypes.xhtml#dict "dict") is between 20% and 25% smaller compared to Python 3.5.
The order-preserving aspect of this new implementation is considered an implementation detail and should not be relied upon (this may change in the future, but it is desired to have this new dict implementation in the language for a few releases before changing the language spec to mandate order-preserving semantics for all current and future Python implementations; this also helps preserve backwards-compatibility with older versions of the language where random iteration order is still in effect, e.g. Python 3.5).
(Contributed by INADA Naoki in [bpo-27350](https://bugs.python.org/issue27350) \[https://bugs.python.org/issue27350\]. Idea [originally suggested by Raymond Hettinger](https://mail.python.org/pipermail/python-dev/2012-December/123028.html) \[https://mail.python.org/pipermail/python-dev/2012-December/123028.html\].)
### PEP 523: Adding a frame evaluation API to CPython
While Python provides extensive support to customize how code executes, one place it has not done so is in the evaluation of frame objects. If you wanted some way to intercept frame evaluation in Python there really wasn't any way without directly manipulating function pointers for defined functions.
[**PEP 523**](https://www.python.org/dev/peps/pep-0523) \[https://www.python.org/dev/peps/pep-0523\] changes this by providing an API to make frame evaluation pluggable at the C level. This will allow for tools such as debuggers and JITs to intercept frame evaluation before the execution of Python code begins. This enables the use of alternative evaluation implementations for Python code, tracking frame evaluation, etc.
This API is not part of the limited C API and is marked as private to signal that usage of this API is expected to be limited and only applicable to very select, low-level use-cases. Semantics of the API will change with Python as necessary.
参见
[**PEP 523**](https://www.python.org/dev/peps/pep-0523) \[https://www.python.org/dev/peps/pep-0523\] -- Adding a frame evaluation API to CPythonPEP written by Brett Cannon and Dino Viehland.
### PYTHONMALLOC environment variable
The new [`PYTHONMALLOC`](../using/cmdline.xhtml#envvar-PYTHONMALLOC) environment variable allows setting the Python memory allocators and installing debug hooks.
It is now possible to install debug hooks on Python memory allocators on Python compiled in release mode using `PYTHONMALLOC=debug`. Effects of debug hooks:
- Newly allocated memory is filled with the byte `0xCB`
- Freed memory is filled with the byte `0xDB`
- Detect violations of the Python memory allocator API. For example, [`PyObject_Free()`](../c-api/memory.xhtml#c.PyObject_Free "PyObject_Free") called on a memory block allocated by [`PyMem_Malloc()`](../c-api/memory.xhtml#c.PyMem_Malloc "PyMem_Malloc").
- Detect writes before the start of a buffer (buffer underflows)
- Detect writes after the end of a buffer (buffer overflows)
- Check that the [GIL](../glossary.xhtml#term-global-interpreter-lock) is held when allocator functions of [`PYMEM_DOMAIN_OBJ`](../c-api/memory.xhtml#c.PYMEM_DOMAIN_OBJ "PYMEM_DOMAIN_OBJ") (ex: [`PyObject_Malloc()`](../c-api/memory.xhtml#c.PyObject_Malloc "PyObject_Malloc")) and [`PYMEM_DOMAIN_MEM`](../c-api/memory.xhtml#c.PYMEM_DOMAIN_MEM "PYMEM_DOMAIN_MEM") (ex: [`PyMem_Malloc()`](../c-api/memory.xhtml#c.PyMem_Malloc "PyMem_Malloc")) domains are called.
Checking if the GIL is held is also a new feature of Python 3.6.
See the [`PyMem_SetupDebugHooks()`](../c-api/memory.xhtml#c.PyMem_SetupDebugHooks "PyMem_SetupDebugHooks") function for debug hooks on Python memory allocators.
It is now also possible to force the usage of the `malloc()` allocator of the C library for all Python memory allocations using `PYTHONMALLOC=malloc`. This is helpful when using external memory debuggers like Valgrind on a Python compiled in release mode.
On error, the debug hooks on Python memory allocators now use the [`tracemalloc`](../library/tracemalloc.xhtml#module-tracemalloc "tracemalloc: Trace memory allocations.") module to get the traceback where a memory block was allocated.
Example of fatal error on buffer overflow using `python3.6 -X tracemalloc=5` (store 5 frames in traces):
```
Debug memory block at address p=0x7fbcd41666f8: API 'o'
4 bytes originally requested
The 7 pad bytes at p-7 are FORBIDDENBYTE, as expected.
The 8 pad bytes at tail=0x7fbcd41666fc are not all FORBIDDENBYTE (0xfb):
at tail+0: 0x02 *** OUCH
at tail+1: 0xfb
at tail+2: 0xfb
at tail+3: 0xfb
at tail+4: 0xfb
at tail+5: 0xfb
at tail+6: 0xfb
at tail+7: 0xfb
The block was made by call #1233329 to debug malloc/realloc.
Data at p: 1a 2b 30 00
Memory block allocated at (most recent call first):
File "test/test_bytes.py", line 323
File "unittest/case.py", line 600
File "unittest/case.py", line 648
File "unittest/suite.py", line 122
File "unittest/suite.py", line 84
Fatal Python error: bad trailing pad byte
Current thread 0x00007fbcdbd32700 (most recent call first):
File "test/test_bytes.py", line 323 in test_hex
File "unittest/case.py", line 600 in run
File "unittest/case.py", line 648 in __call__
File "unittest/suite.py", line 122 in run
File "unittest/suite.py", line 84 in __call__
File "unittest/suite.py", line 122 in run
File "unittest/suite.py", line 84 in __call__
...
```
(Contributed by Victor Stinner in [bpo-26516](https://bugs.python.org/issue26516) \[https://bugs.python.org/issue26516\] and [bpo-26564](https://bugs.python.org/issue26564) \[https://bugs.python.org/issue26564\].)
### DTrace and SystemTap probing support
Python can now be built `--with-dtrace` which enables static markers for the following events in the interpreter:
- function call/return
- garbage collection started/finished
- 执行的代码行。
This can be used to instrument running interpreters in production, without the need to recompile specific debug builds or providing application-specific profiling/debugging code.
More details in [使用 DTrace 和 SystemTap 检测CPython](../howto/instrumentation.xhtml#instrumentation).
The current implementation is tested on Linux and macOS. Additional markers may be added in the future.
(Contributed by Łukasz Langa in [bpo-21590](https://bugs.python.org/issue21590) \[https://bugs.python.org/issue21590\], based on patches by Jesús Cea Avión, David Malcolm, and Nikhil Benesch.)
## 其他语言特性修改
Some smaller changes made to the core Python language are:
- A `global` or `nonlocal` statement must now textually appear before the first use of the affected name in the same scope. Previously this was a [`SyntaxWarning`](../library/exceptions.xhtml#SyntaxWarning "SyntaxWarning").
- It is now possible to set a [special method](../reference/datamodel.xhtml#specialnames) to `None` to indicate that the corresponding operation is not available. For example, if a class sets [`__iter__()`](../reference/datamodel.xhtml#object.__iter__ "object.__iter__") to `None`, the class is not iterable. (Contributed by Andrew Barnert and Ivan Levkivskyi in [bpo-25958](https://bugs.python.org/issue25958) \[https://bugs.python.org/issue25958\].)
- Long sequences of repeated traceback lines are now abbreviated as `"[Previous line repeated {count} more times]"` (see [traceback](#whatsnew36-traceback) for an example). (Contributed by Emanuel Barry in [bpo-26823](https://bugs.python.org/issue26823) \[https://bugs.python.org/issue26823\].)
- Import now raises the new exception [`ModuleNotFoundError`](../library/exceptions.xhtml#ModuleNotFoundError "ModuleNotFoundError")(subclass of [`ImportError`](../library/exceptions.xhtml#ImportError "ImportError")) when it cannot find a module. Code that currently checks for ImportError (in try-except) will still work. (Contributed by Eric Snow in [bpo-15767](https://bugs.python.org/issue15767) \[https://bugs.python.org/issue15767\].)
- Class methods relying on zero-argument `super()` will now work correctly when called from metaclass methods during class creation. (Contributed by Martin Teichmann in [bpo-23722](https://bugs.python.org/issue23722) \[https://bugs.python.org/issue23722\].)
## 新增模块
### secrets
The main purpose of the new [`secrets`](../library/secrets.xhtml#module-secrets "secrets: Generate secure random numbers for managing secrets.") module is to provide an obvious way to reliably generate cryptographically strong pseudo-random values suitable for managing secrets, such as account authentication, tokens, and similar.
警告
Note that the pseudo-random generators in the [`random`](../library/random.xhtml#module-random "random: Generate pseudo-random numbers with various common distributions.") module should *NOT* be used for security purposes. Use [`secrets`](../library/secrets.xhtml#module-secrets "secrets: Generate secure random numbers for managing secrets.")on Python 3.6+ and [`os.urandom()`](../library/os.xhtml#os.urandom "os.urandom") on Python 3.5 and earlier.
参见
[**PEP 506**](https://www.python.org/dev/peps/pep-0506) \[https://www.python.org/dev/peps/pep-0506\] -- Adding A Secrets Module To The Standard LibraryPEP written and implemented by Steven D'Aprano.
## 改进的模块
### array
Exhausted iterators of [`array.array`](../library/array.xhtml#array.array "array.array") will now stay exhausted even if the iterated array is extended. This is consistent with the behavior of other mutable sequences.
Contributed by Serhiy Storchaka in [bpo-26492](https://bugs.python.org/issue26492) \[https://bugs.python.org/issue26492\].
### ast
The new `ast.Constant` AST node has been added. It can be used by external AST optimizers for the purposes of constant folding.
Contributed by Victor Stinner in [bpo-26146](https://bugs.python.org/issue26146) \[https://bugs.python.org/issue26146\].
### asyncio
Starting with Python 3.6 the `asyncio` module is no longer provisional and its API is considered stable.
Notable changes in the [`asyncio`](../library/asyncio.xhtml#module-asyncio "asyncio: Asynchronous I/O.") module since Python 3.5.0 (all backported to 3.5.x due to the provisional status):
- The [`get_event_loop()`](../library/asyncio-eventloop.xhtml#asyncio.get_event_loop "asyncio.get_event_loop") function has been changed to always return the currently running loop when called from coroutines and callbacks. (Contributed by Yury Selivanov in [bpo-28613](https://bugs.python.org/issue28613) \[https://bugs.python.org/issue28613\].)
- The [`ensure_future()`](../library/asyncio-future.xhtml#asyncio.ensure_future "asyncio.ensure_future") function and all functions that use it, such as [`loop.run_until_complete()`](../library/asyncio-eventloop.xhtml#asyncio.loop.run_until_complete "asyncio.loop.run_until_complete"), now accept all kinds of [awaitable objects](../glossary.xhtml#term-awaitable). (Contributed by Yury Selivanov.)
- New [`run_coroutine_threadsafe()`](../library/asyncio-task.xhtml#asyncio.run_coroutine_threadsafe "asyncio.run_coroutine_threadsafe") function to submit coroutines to event loops from other threads. (Contributed by Vincent Michel.)
- New [`Transport.is_closing()`](../library/asyncio-protocol.xhtml#asyncio.BaseTransport.is_closing "asyncio.BaseTransport.is_closing")method to check if the transport is closing or closed. (Contributed by Yury Selivanov.)
- The [`loop.create_server()`](../library/asyncio-eventloop.xhtml#asyncio.loop.create_server "asyncio.loop.create_server")method can now accept a list of hosts. (Contributed by Yann Sionneau.)
- New [`loop.create_future()`](../library/asyncio-eventloop.xhtml#asyncio.loop.create_future "asyncio.loop.create_future")method to create Future objects. This allows alternative event loop implementations, such as [uvloop](https://github.com/MagicStack/uvloop) \[https://github.com/MagicStack/uvloop\], to provide a faster [`asyncio.Future`](../library/asyncio-future.xhtml#asyncio.Future "asyncio.Future") implementation. (Contributed by Yury Selivanov in [bpo-27041](https://bugs.python.org/issue27041) \[https://bugs.python.org/issue27041\].)
- New [`loop.get_exception_handler()`](../library/asyncio-eventloop.xhtml#asyncio.loop.get_exception_handler "asyncio.loop.get_exception_handler")method to get the current exception handler. (Contributed by Yury Selivanov in [bpo-27040](https://bugs.python.org/issue27040) \[https://bugs.python.org/issue27040\].)
- New [`StreamReader.readuntil()`](../library/asyncio-stream.xhtml#asyncio.StreamReader.readuntil "asyncio.StreamReader.readuntil")method to read data from the stream until a separator bytes sequence appears. (Contributed by Mark Korenberg.)
- The performance of [`StreamReader.readexactly()`](../library/asyncio-stream.xhtml#asyncio.StreamReader.readexactly "asyncio.StreamReader.readexactly")has been improved. (Contributed by Mark Korenberg in [bpo-28370](https://bugs.python.org/issue28370) \[https://bugs.python.org/issue28370\].)
- The [`loop.getaddrinfo()`](../library/asyncio-eventloop.xhtml#asyncio.loop.getaddrinfo "asyncio.loop.getaddrinfo")method is optimized to avoid calling the system `getaddrinfo`function if the address is already resolved. (Contributed by A. Jesse Jiryu Davis.)
- The [`loop.stop()`](../library/asyncio-eventloop.xhtml#asyncio.loop.stop "asyncio.loop.stop")method has been changed to stop the loop immediately after the current iteration. Any new callbacks scheduled as a result of the last iteration will be discarded. (Contributed by Guido van Rossum in [bpo-25593](https://bugs.python.org/issue25593) \[https://bugs.python.org/issue25593\].)
- `Future.set_exception`will now raise [`TypeError`](../library/exceptions.xhtml#TypeError "TypeError") when passed an instance of the [`StopIteration`](../library/exceptions.xhtml#StopIteration "StopIteration") exception. (Contributed by Chris Angelico in [bpo-26221](https://bugs.python.org/issue26221) \[https://bugs.python.org/issue26221\].)
- New [`loop.connect_accepted_socket()`](../library/asyncio-eventloop.xhtml#asyncio.loop.connect_accepted_socket "asyncio.loop.connect_accepted_socket")method to be used by servers that accept connections outside of asyncio, but that use asyncio to handle them. (Contributed by Jim Fulton in [bpo-27392](https://bugs.python.org/issue27392) \[https://bugs.python.org/issue27392\].)
- `TCP_NODELAY` flag is now set for all TCP transports by default. (Contributed by Yury Selivanov in [bpo-27456](https://bugs.python.org/issue27456) \[https://bugs.python.org/issue27456\].)
- New [`loop.shutdown_asyncgens()`](../library/asyncio-eventloop.xhtml#asyncio.loop.shutdown_asyncgens "asyncio.loop.shutdown_asyncgens")to properly close pending asynchronous generators before closing the loop. (Contributed by Yury Selivanov in [bpo-28003](https://bugs.python.org/issue28003) \[https://bugs.python.org/issue28003\].)
- [`Future`](../library/asyncio-future.xhtml#asyncio.Future "asyncio.Future") and [`Task`](../library/asyncio-task.xhtml#asyncio.Task "asyncio.Task")classes now have an optimized C implementation which makes asyncio code up to 30% faster. (Contributed by Yury Selivanov and INADA Naoki in [bpo-26081](https://bugs.python.org/issue26081) \[https://bugs.python.org/issue26081\]and [bpo-28544](https://bugs.python.org/issue28544) \[https://bugs.python.org/issue28544\].)
### binascii
The [`b2a_base64()`](../library/binascii.xhtml#binascii.b2a_base64 "binascii.b2a_base64") function now accepts an optional *newline*keyword argument to control whether the newline character is appended to the return value. (Contributed by Victor Stinner in [bpo-25357](https://bugs.python.org/issue25357) \[https://bugs.python.org/issue25357\].)
### cmath
The new [`cmath.tau`](../library/cmath.xhtml#cmath.tau "cmath.tau") (*τ*) constant has been added. (Contributed by Lisa Roach in [bpo-12345](https://bugs.python.org/issue12345) \[https://bugs.python.org/issue12345\], see [**PEP 628**](https://www.python.org/dev/peps/pep-0628) \[https://www.python.org/dev/peps/pep-0628\] for details.)
New constants: [`cmath.inf`](../library/cmath.xhtml#cmath.inf "cmath.inf") and [`cmath.nan`](../library/cmath.xhtml#cmath.nan "cmath.nan") to match [`math.inf`](../library/math.xhtml#math.inf "math.inf") and [`math.nan`](../library/math.xhtml#math.nan "math.nan"), and also [`cmath.infj`](../library/cmath.xhtml#cmath.infj "cmath.infj")and [`cmath.nanj`](../library/cmath.xhtml#cmath.nanj "cmath.nanj") to match the format used by complex repr. (Contributed by Mark Dickinson in [bpo-23229](https://bugs.python.org/issue23229) \[https://bugs.python.org/issue23229\].)
### collections
The new [`Collection`](../library/collections.abc.xhtml#collections.abc.Collection "collections.abc.Collection") abstract base class has been added to represent sized iterable container classes. (Contributed by Ivan Levkivskyi, docs by Neil Girdhar in [bpo-27598](https://bugs.python.org/issue27598) \[https://bugs.python.org/issue27598\].)
The new [`Reversible`](../library/collections.abc.xhtml#collections.abc.Reversible "collections.abc.Reversible") abstract base class represents iterable classes that also provide the [`__reversed__()`](../reference/datamodel.xhtml#object.__reversed__ "object.__reversed__") method. (Contributed by Ivan Levkivskyi in [bpo-25987](https://bugs.python.org/issue25987) \[https://bugs.python.org/issue25987\].)
The new [`AsyncGenerator`](../library/collections.abc.xhtml#collections.abc.AsyncGenerator "collections.abc.AsyncGenerator") abstract base class represents asynchronous generators. (Contributed by Yury Selivanov in [bpo-28720](https://bugs.python.org/issue28720) \[https://bugs.python.org/issue28720\].)
The [`namedtuple()`](../library/collections.xhtml#collections.namedtuple "collections.namedtuple") function now accepts an optional keyword argument *module*, which, when specified, is used for the `__module__` attribute of the returned named tuple class. (Contributed by Raymond Hettinger in [bpo-17941](https://bugs.python.org/issue17941) \[https://bugs.python.org/issue17941\].)
The *verbose* and *rename* arguments for [`namedtuple()`](../library/collections.xhtml#collections.namedtuple "collections.namedtuple") are now keyword-only. (Contributed by Raymond Hettinger in [bpo-25628](https://bugs.python.org/issue25628) \[https://bugs.python.org/issue25628\].)
Recursive [`collections.deque`](../library/collections.xhtml#collections.deque "collections.deque") instances can now be pickled. (Contributed by Serhiy Storchaka in [bpo-26482](https://bugs.python.org/issue26482) \[https://bugs.python.org/issue26482\].)
### concurrent.futures
The [`ThreadPoolExecutor`](../library/concurrent.futures.xhtml#concurrent.futures.ThreadPoolExecutor "concurrent.futures.ThreadPoolExecutor")class constructor now accepts an optional *thread\_name\_prefix* argument to make it possible to customize the names of the threads created by the pool. (Contributed by Gregory P. Smith in [bpo-27664](https://bugs.python.org/issue27664) \[https://bugs.python.org/issue27664\].)
### contextlib
The [`contextlib.AbstractContextManager`](../library/contextlib.xhtml#contextlib.AbstractContextManager "contextlib.AbstractContextManager") class has been added to provide an abstract base class for context managers. It provides a sensible default implementation for \_\_enter\_\_() which returns `self` and leaves \_\_exit\_\_() an abstract method. A matching class has been added to the [`typing`](../library/typing.xhtml#module-typing "typing: Support for type hints (see PEP 484).") module as [`typing.ContextManager`](../library/typing.xhtml#typing.ContextManager "typing.ContextManager"). (Contributed by Brett Cannon in [bpo-25609](https://bugs.python.org/issue25609) \[https://bugs.python.org/issue25609\].)
### datetime
The [`datetime`](../library/datetime.xhtml#datetime.datetime "datetime.datetime") and [`time`](../library/datetime.xhtml#datetime.time "datetime.time") classes have the new `fold` attribute used to disambiguate local time when necessary. Many functions in the [`datetime`](../library/datetime.xhtml#module-datetime "datetime: Basic date and time types.") have been updated to support local time disambiguation. See [Local Time Disambiguation](#whatsnew36-pep495) section for more information. (Contributed by Alexander Belopolsky in [bpo-24773](https://bugs.python.org/issue24773) \[https://bugs.python.org/issue24773\].)
The [`datetime.strftime()`](../library/datetime.xhtml#datetime.datetime.strftime "datetime.datetime.strftime") and [`date.strftime()`](../library/datetime.xhtml#datetime.date.strftime "datetime.date.strftime") methods now support ISO 8601 date directives `%G`, `%u` and `%V`. (Contributed by Ashley Anderson in [bpo-12006](https://bugs.python.org/issue12006) \[https://bugs.python.org/issue12006\].)
The [`datetime.isoformat()`](../library/datetime.xhtml#datetime.datetime.isoformat "datetime.datetime.isoformat") function now accepts an optional *timespec* argument that specifies the number of additional components of the time value to include. (Contributed by Alessandro Cucci and Alexander Belopolsky in [bpo-19475](https://bugs.python.org/issue19475) \[https://bugs.python.org/issue19475\].)
The [`datetime.combine()`](../library/datetime.xhtml#datetime.datetime.combine "datetime.datetime.combine") now accepts an optional *tzinfo* argument. (Contributed by Alexander Belopolsky in [bpo-27661](https://bugs.python.org/issue27661) \[https://bugs.python.org/issue27661\].)
### decimal
New [`Decimal.as_integer_ratio()`](../library/decimal.xhtml#decimal.Decimal.as_integer_ratio "decimal.Decimal.as_integer_ratio")method that returns a pair `(n, d)` of integers that represent the given [`Decimal`](../library/decimal.xhtml#decimal.Decimal "decimal.Decimal") instance as a fraction, in lowest terms and with a positive denominator:
```
>>> Decimal('-3.14').as_integer_ratio()
(-157, 50)
```
(Contributed by Stefan Krah amd Mark Dickinson in [bpo-25928](https://bugs.python.org/issue25928) \[https://bugs.python.org/issue25928\].)
### distutils
The `default_format` attribute has been removed from `distutils.command.sdist.sdist` and the `formats`attribute defaults to `['gztar']`. Although not anticipated, any code relying on the presence of `default_format` may need to be adapted. See [bpo-27819](https://bugs.python.org/issue27819) \[https://bugs.python.org/issue27819\] for more details.
### email
The new email API, enabled via the *policy* keyword to various constructors, is no longer provisional. The [`email`](../library/email.xhtml#module-email "email: Package supporting the parsing, manipulating, and generating email messages.") documentation has been reorganized and rewritten to focus on the new API, while retaining the old documentation for the legacy API. (Contributed by R. David Murray in [bpo-24277](https://bugs.python.org/issue24277) \[https://bugs.python.org/issue24277\].)
The [`email.mime`](../library/email.mime.xhtml#module-email.mime "email.mime: Build MIME messages.") classes now all accept an optional *policy* keyword. (Contributed by Berker Peksag in [bpo-27331](https://bugs.python.org/issue27331) \[https://bugs.python.org/issue27331\].)
The [`DecodedGenerator`](../library/email.generator.xhtml#email.generator.DecodedGenerator "email.generator.DecodedGenerator") now supports the *policy*keyword.
There is a new [`policy`](../library/email.policy.xhtml#module-email.policy "email.policy: Controlling the parsing and generating of messages") attribute, [`message_factory`](../library/email.policy.xhtml#email.policy.Policy.message_factory "email.policy.Policy.message_factory"), that controls what class is used by default when the parser creates new message objects. For the [`email.policy.compat32`](../library/email.policy.xhtml#email.policy.compat32 "email.policy.compat32") policy this is [`Message`](../library/email.compat32-message.xhtml#email.message.Message "email.message.Message"), for the new policies it is [`EmailMessage`](../library/email.message.xhtml#email.message.EmailMessage "email.message.EmailMessage"). (Contributed by R. David Murray in [bpo-20476](https://bugs.python.org/issue20476) \[https://bugs.python.org/issue20476\].)
### encodings
On Windows, added the `'oem'` encoding to use `CP_OEMCP`, and the `'ansi'`alias for the existing `'mbcs'` encoding, which uses the `CP_ACP` code page. (Contributed by Steve Dower in [bpo-27959](https://bugs.python.org/issue27959) \[https://bugs.python.org/issue27959\].)
### enum
Two new enumeration base classes have been added to the [`enum`](../library/enum.xhtml#module-enum "enum: Implementation of an enumeration class.") module: [`Flag`](../library/enum.xhtml#enum.Flag "enum.Flag") and `IntFlags`. Both are used to define constants that can be combined using the bitwise operators. (Contributed by Ethan Furman in [bpo-23591](https://bugs.python.org/issue23591) \[https://bugs.python.org/issue23591\].)
Many standard library modules have been updated to use the `IntFlags` class for their constants.
The new [`enum.auto`](../library/enum.xhtml#enum.auto "enum.auto") value can be used to assign values to enum members automatically:
```
>>> from enum import Enum, auto
>>> class Color(Enum):
... red = auto()
... blue = auto()
... green = auto()
...
>>> list(Color)
[<Color.red: 1>, <Color.blue: 2>, <Color.green: 3>]
```
### faulthandler
On Windows, the [`faulthandler`](../library/faulthandler.xhtml#module-faulthandler "faulthandler: Dump the Python traceback.") module now installs a handler for Windows exceptions: see [`faulthandler.enable()`](../library/faulthandler.xhtml#faulthandler.enable "faulthandler.enable"). (Contributed by Victor Stinner in [bpo-23848](https://bugs.python.org/issue23848) \[https://bugs.python.org/issue23848\].)
### fileinput
[`hook_encoded()`](../library/fileinput.xhtml#fileinput.hook_encoded "fileinput.hook_encoded") now supports the *errors* argument. (Contributed by Joseph Hackman in [bpo-25788](https://bugs.python.org/issue25788) \[https://bugs.python.org/issue25788\].)
### hashlib
[`hashlib`](../library/hashlib.xhtml#module-hashlib "hashlib: Secure hash and message digest algorithms.") supports OpenSSL 1.1.0. The minimum recommend version is 1.0.2. (Contributed by Christian Heimes in [bpo-26470](https://bugs.python.org/issue26470) \[https://bugs.python.org/issue26470\].)
BLAKE2 hash functions were added to the module. [`blake2b()`](../library/hashlib.xhtml#hashlib.blake2b "hashlib.blake2b")and [`blake2s()`](../library/hashlib.xhtml#hashlib.blake2s "hashlib.blake2s") are always available and support the full feature set of BLAKE2. (Contributed by Christian Heimes in [bpo-26798](https://bugs.python.org/issue26798) \[https://bugs.python.org/issue26798\] based on code by Dmitry Chestnykh and Samuel Neves. Documentation written by Dmitry Chestnykh.)
The SHA-3 hash functions `sha3_224()`, `sha3_256()`, `sha3_384()`, `sha3_512()`, and SHAKE hash functions `shake_128()` and `shake_256()` were added. (Contributed by Christian Heimes in [bpo-16113](https://bugs.python.org/issue16113) \[https://bugs.python.org/issue16113\]. Keccak Code Package by Guido Bertoni, Joan Daemen, Michaël Peeters, Gilles Van Assche, and Ronny Van Keer.)
The password-based key derivation function [`scrypt()`](../library/hashlib.xhtml#hashlib.scrypt "hashlib.scrypt") is now available with OpenSSL 1.1.0 and newer. (Contributed by Christian Heimes in [bpo-27928](https://bugs.python.org/issue27928) \[https://bugs.python.org/issue27928\].)
### http.client
[`HTTPConnection.request()`](../library/http.client.xhtml#http.client.HTTPConnection.request "http.client.HTTPConnection.request") and [`endheaders()`](../library/http.client.xhtml#http.client.HTTPConnection.endheaders "http.client.HTTPConnection.endheaders") both now support chunked encoding request bodies. (Contributed by Demian Brecht and Rolf Krahl in [bpo-12319](https://bugs.python.org/issue12319) \[https://bugs.python.org/issue12319\].)
### idlelib 与 IDLE
The idlelib package is being modernized and refactored to make IDLE look and work better and to make the code easier to understand, test, and improve. Part of making IDLE look better, especially on Linux and Mac, is using ttk widgets, mostly in the dialogs. As a result, IDLE no longer runs with tcl/tk 8.4. It now requires tcl/tk 8.5 or 8.6. We recommend running the latest release of either.
'Modernizing' includes renaming and consolidation of idlelib modules. The renaming of files with partial uppercase names is similar to the renaming of, for instance, Tkinter and TkFont to tkinter and tkinter.font in 3.0. As a result, imports of idlelib files that worked in 3.5 will usually not work in 3.6. At least a module name change will be needed (see idlelib/README.txt), sometimes more. (Name changes contributed by Al Swiegart and Terry Reedy in [bpo-24225](https://bugs.python.org/issue24225) \[https://bugs.python.org/issue24225\]. Most idlelib patches since have been and will be part of the process.)
In compensation, the eventual result with be that some idlelib classes will be easier to use, with better APIs and docstrings explaining them. Additional useful information will be added to idlelib when available.
New in 3.6.2:
多个对自动补全的修正。 (由 Louie Lu 在 [bpo-15786](https://bugs.python.org/issue15786) \[https://bugs.python.org/issue15786\] 中贡献。)
New in 3.6.3:
Module Browser (在 File 菜单中,之前称为 Class Browser) 现在会在最高层级函数和类之外显示嵌套的函数和类。 (由 Guilherme Polo, Cheryl Sabella 和 Terry Jan Reedy 在 [bpo-1612262](https://bugs.python.org/issue1612262) \[https://bugs.python.org/issue1612262\] 中贡献。)
之前以扩展形式实现的 IDLE 特性已作为正常特性重新实现。 它们的设置已从 Extensions 选项卡移至其他对话框选项卡。 (由 Charles Wohlganger 和 Terry Jan Reedy 在 [bpo-27099](https://bugs.python.org/issue27099) \[https://bugs.python.org/issue27099\] 中实现。)
Settings 对话框 (Options 中的 Configure IDLE) 已经被部分重写以改进外观和功能。 (由 Cheryl Sabella 和 Terry Jan Reedy 在多个问题项中贡献。)
New in 3.6.4:
字体样本现在包括一组非拉丁字符以便用户能更好地查看所选特定字体的效果。 (由 Terry Jan Reedy 在 [bpo-13802](https://bugs.python.org/issue13802) \[https://bugs.python.org/issue13802\] 中贡献。) 样本可以被修改以包括其他字符。 (由 Serhiy Storchaka 在 [bpo-31860](https://bugs.python.org/issue31860) \[https://bugs.python.org/issue31860\] 中贡献。)
New in 3.6.6:
编辑器代码上下文选项已经过修改。 Box 会显示所有上下文行直到最大行数。 点击一个上下文行会使编辑器跳转到该行。 自定义主题的上下文颜色已添加到 Settings 对话框的 Highlights 选项卡。 (由 Cheryl Sabella 和 Terry Jan Reedy 在 [bpo-33642](https://bugs.python.org/issue33642) \[https://bugs.python.org/issue33642\], [bpo-33768](https://bugs.python.org/issue33768) \[https://bugs.python.org/issue33768\] 和 [bpo-33679](https://bugs.python.org/issue33679) \[https://bugs.python.org/issue33679\] 中贡献。)
在 Windows 上,会有新的 API 调用将 tk 对 DPI 的调整告知 Windows。 在 Windows 8.1+ 或 10 上,如果 Python 二进制码的 DPI 兼容属性未改变,并且监视器分辨率大于 96 DPI,这应该会令文本和线条更清晰。 否则的话它应该不造成影响。 (由 Terry Jan Reedy 在 [bpo-33656](https://bugs.python.org/issue33656) \[https://bugs.python.org/issue33656\] 中贡献。)
New in 3.6.7:
超过 N 行(默认值为 50)的输出将被折叠为一个按钮。 N 可以在 Settings 对话框的 General 页的 PyShell 部分中进行修改。 数量较少但是超长的行可以通过在输出上右击来折叠。 被折叠的输出可通过双击按钮来展开,或是通过右击按钮来放入剪贴板或是单独的窗口。 (由 Tal Einat 在 [bpo-1529353](https://bugs.python.org/issue1529353) \[https://bugs.python.org/issue1529353\] 中贡献。)
### importlib
Import now raises the new exception [`ModuleNotFoundError`](../library/exceptions.xhtml#ModuleNotFoundError "ModuleNotFoundError")(subclass of [`ImportError`](../library/exceptions.xhtml#ImportError "ImportError")) when it cannot find a module. Code that current checks for `ImportError` (in try-except) will still work. (Contributed by Eric Snow in [bpo-15767](https://bugs.python.org/issue15767) \[https://bugs.python.org/issue15767\].)
[`importlib.util.LazyLoader`](../library/importlib.xhtml#importlib.util.LazyLoader "importlib.util.LazyLoader") now calls [`create_module()`](../library/importlib.xhtml#importlib.abc.Loader.create_module "importlib.abc.Loader.create_module") on the wrapped loader, removing the restriction that [`importlib.machinery.BuiltinImporter`](../library/importlib.xhtml#importlib.machinery.BuiltinImporter "importlib.machinery.BuiltinImporter") and [`importlib.machinery.ExtensionFileLoader`](../library/importlib.xhtml#importlib.machinery.ExtensionFileLoader "importlib.machinery.ExtensionFileLoader") couldn't be used with [`importlib.util.LazyLoader`](../library/importlib.xhtml#importlib.util.LazyLoader "importlib.util.LazyLoader").
[`importlib.util.cache_from_source()`](../library/importlib.xhtml#importlib.util.cache_from_source "importlib.util.cache_from_source"), [`importlib.util.source_from_cache()`](../library/importlib.xhtml#importlib.util.source_from_cache "importlib.util.source_from_cache"), and [`importlib.util.spec_from_file_location()`](../library/importlib.xhtml#importlib.util.spec_from_file_location "importlib.util.spec_from_file_location") now accept a [path-like object](../glossary.xhtml#term-path-like-object).
### inspect
The [`inspect.signature()`](../library/inspect.xhtml#inspect.signature "inspect.signature") function now reports the implicit `.0` parameters generated by the compiler for comprehension and generator expression scopes as if they were positional-only parameters called `implicit0`. (Contributed by Jelle Zijlstra in [bpo-19611](https://bugs.python.org/issue19611) \[https://bugs.python.org/issue19611\].)
To reduce code churn when upgrading from Python 2.7 and the legacy [`inspect.getargspec()`](../library/inspect.xhtml#inspect.getargspec "inspect.getargspec") API, the previously documented deprecation of [`inspect.getfullargspec()`](../library/inspect.xhtml#inspect.getfullargspec "inspect.getfullargspec") has been reversed. While this function is convenient for single/source Python 2/3 code bases, the richer [`inspect.signature()`](../library/inspect.xhtml#inspect.signature "inspect.signature") interface remains the recommended approach for new code. (Contributed by Nick Coghlan in [bpo-27172](https://bugs.python.org/issue27172) \[https://bugs.python.org/issue27172\])
### json
[`json.load()`](../library/json.xhtml#json.load "json.load") and [`json.loads()`](../library/json.xhtml#json.loads "json.loads") now support binary input. Encoded JSON should be represented using either UTF-8, UTF-16, or UTF-32. (Contributed by Serhiy Storchaka in [bpo-17909](https://bugs.python.org/issue17909) \[https://bugs.python.org/issue17909\].)
### logging
The new [`WatchedFileHandler.reopenIfNeeded()`](../library/logging.handlers.xhtml#logging.handlers.WatchedFileHandler.reopenIfNeeded "logging.handlers.WatchedFileHandler.reopenIfNeeded")method has been added to add the ability to check if the log file needs to be reopened. (Contributed by Marian Horban in [bpo-24884](https://bugs.python.org/issue24884) \[https://bugs.python.org/issue24884\].)
### math
The tau (*τ*) constant has been added to the [`math`](../library/math.xhtml#module-math "math: Mathematical functions (sin() etc.).") and [`cmath`](../library/cmath.xhtml#module-cmath "cmath: Mathematical functions for complex numbers.")modules. (Contributed by Lisa Roach in [bpo-12345](https://bugs.python.org/issue12345) \[https://bugs.python.org/issue12345\], see [**PEP 628**](https://www.python.org/dev/peps/pep-0628) \[https://www.python.org/dev/peps/pep-0628\] for details.)
### multiprocessing
[Proxy Objects](../library/multiprocessing.xhtml#multiprocessing-proxy-objects) returned by `multiprocessing.Manager()` can now be nested. (Contributed by Davin Potts in [bpo-6766](https://bugs.python.org/issue6766) \[https://bugs.python.org/issue6766\].)
### os
See the summary of [PEP 519](#whatsnew36-pep519) for details on how the [`os`](../library/os.xhtml#module-os "os: Miscellaneous operating system interfaces.") and [`os.path`](../library/os.path.xhtml#module-os.path "os.path: Operations on pathnames.") modules now support [path-like objects](../glossary.xhtml#term-path-like-object).
[`scandir()`](../library/os.xhtml#os.scandir "os.scandir") now supports [`bytes`](../library/stdtypes.xhtml#bytes "bytes") paths on Windows.
A new [`close()`](../library/os.xhtml#os.scandir.close "os.scandir.close") method allows explicitly closing a [`scandir()`](../library/os.xhtml#os.scandir "os.scandir") iterator. The [`scandir()`](../library/os.xhtml#os.scandir "os.scandir") iterator now supports the [context manager](../glossary.xhtml#term-context-manager) protocol. If a `scandir()`iterator is neither exhausted nor explicitly closed a [`ResourceWarning`](../library/exceptions.xhtml#ResourceWarning "ResourceWarning")will be emitted in its destructor. (Contributed by Serhiy Storchaka in [bpo-25994](https://bugs.python.org/issue25994) \[https://bugs.python.org/issue25994\].)
On Linux, [`os.urandom()`](../library/os.xhtml#os.urandom "os.urandom") now blocks until the system urandom entropy pool is initialized to increase the security. See the [**PEP 524**](https://www.python.org/dev/peps/pep-0524) \[https://www.python.org/dev/peps/pep-0524\] for the rationale.
The Linux `getrandom()` syscall (get random bytes) is now exposed as the new [`os.getrandom()`](../library/os.xhtml#os.getrandom "os.getrandom") function. (Contributed by Victor Stinner, part of the [**PEP 524**](https://www.python.org/dev/peps/pep-0524) \[https://www.python.org/dev/peps/pep-0524\])
### pathlib
[`pathlib`](../library/pathlib.xhtml#module-pathlib "pathlib: Object-oriented filesystem paths") now supports [path-like objects](../glossary.xhtml#term-path-like-object). (Contributed by Brett Cannon in [bpo-27186](https://bugs.python.org/issue27186) \[https://bugs.python.org/issue27186\].)
See the summary of [PEP 519](#whatsnew36-pep519) for details.
### pdb
The [`Pdb`](../library/pdb.xhtml#pdb.Pdb "pdb.Pdb") class constructor has a new optional *readrc* argument to control whether `.pdbrc` files should be read.
### pickle
Objects that need `__new__` called with keyword arguments can now be pickled using [pickle protocols](../library/pickle.xhtml#pickle-protocols) older than protocol version 4. Protocol version 4 already supports this case. (Contributed by Serhiy Storchaka in [bpo-24164](https://bugs.python.org/issue24164) \[https://bugs.python.org/issue24164\].)
### pickletools
[`pickletools.dis()`](../library/pickletools.xhtml#pickletools.dis "pickletools.dis") now outputs the implicit memo index for the `MEMOIZE` opcode. (Contributed by Serhiy Storchaka in [bpo-25382](https://bugs.python.org/issue25382) \[https://bugs.python.org/issue25382\].)
### pydoc
The [`pydoc`](../library/pydoc.xhtml#module-pydoc "pydoc: Documentation generator and online help system.") module has learned to respect the `MANPAGER`environment variable. (Contributed by Matthias Klose in [bpo-8637](https://bugs.python.org/issue8637) \[https://bugs.python.org/issue8637\].)
[`help()`](../library/functions.xhtml#help "help") and [`pydoc`](../library/pydoc.xhtml#module-pydoc "pydoc: Documentation generator and online help system.") can now list named tuple fields in the order they were defined rather than alphabetically. (Contributed by Raymond Hettinger in [bpo-24879](https://bugs.python.org/issue24879) \[https://bugs.python.org/issue24879\].)
### random
The new [`choices()`](../library/random.xhtml#random.choices "random.choices") function returns a list of elements of specified size from the given population with optional weights. (Contributed by Raymond Hettinger in [bpo-18844](https://bugs.python.org/issue18844) \[https://bugs.python.org/issue18844\].)
### re
Added support of modifier spans in regular expressions. Examples: `'(?i:p)ython'` matches `'python'` and `'Python'`, but not `'PYTHON'`; `'(?i)g(?-i:v)r'` matches `'GvR'` and `'gvr'`, but not `'GVR'`. (Contributed by Serhiy Storchaka in [bpo-433028](https://bugs.python.org/issue433028) \[https://bugs.python.org/issue433028\].)
Match object groups can be accessed by `__getitem__`, which is equivalent to `group()`. So `mo['name']` is now equivalent to `mo.group('name')`. (Contributed by Eric Smith in [bpo-24454](https://bugs.python.org/issue24454) \[https://bugs.python.org/issue24454\].)
`Match` objects now support [`index-like objects`](../reference/datamodel.xhtml#object.__index__ "object.__index__") as group indices. (Contributed by Jeroen Demeyer and Xiang Zhang in [bpo-27177](https://bugs.python.org/issue27177) \[https://bugs.python.org/issue27177\].)
### readline
Added [`set_auto_history()`](../library/readline.xhtml#readline.set_auto_history "readline.set_auto_history") to enable or disable automatic addition of input to the history list. (Contributed by Tyler Crompton in [bpo-26870](https://bugs.python.org/issue26870) \[https://bugs.python.org/issue26870\].)
### rlcompleter
Private and special attribute names now are omitted unless the prefix starts with underscores. A space or a colon is added after some completed keywords. (Contributed by Serhiy Storchaka in [bpo-25011](https://bugs.python.org/issue25011) \[https://bugs.python.org/issue25011\] and [bpo-25209](https://bugs.python.org/issue25209) \[https://bugs.python.org/issue25209\].)
### shlex
The [`shlex`](../library/shlex.xhtml#shlex.shlex "shlex.shlex") has much [improved shell compatibility](../library/shlex.xhtml#improved-shell-compatibility)through the new *punctuation\_chars* argument to control which characters are treated as punctuation. (Contributed by Vinay Sajip in [bpo-1521950](https://bugs.python.org/issue1521950) \[https://bugs.python.org/issue1521950\].)
### site
When specifying paths to add to [`sys.path`](../library/sys.xhtml#sys.path "sys.path") in a .pth file, you may now specify file paths on top of directories (e.g. zip files). (Contributed by Wolfgang Langner in [bpo-26587](https://bugs.python.org/issue26587) \[https://bugs.python.org/issue26587\]).
### sqlite3
[`sqlite3.Cursor.lastrowid`](../library/sqlite3.xhtml#sqlite3.Cursor.lastrowid "sqlite3.Cursor.lastrowid") now supports the `REPLACE` statement. (Contributed by Alex LordThorsen in [bpo-16864](https://bugs.python.org/issue16864) \[https://bugs.python.org/issue16864\].)
### socket
The [`ioctl()`](../library/socket.xhtml#socket.socket.ioctl "socket.socket.ioctl") function now supports the [`SIO_LOOPBACK_FAST_PATH`](../library/socket.xhtml#socket.SIO_LOOPBACK_FAST_PATH "socket.SIO_LOOPBACK_FAST_PATH") control code. (Contributed by Daniel Stokes in [bpo-26536](https://bugs.python.org/issue26536) \[https://bugs.python.org/issue26536\].)
The [`getsockopt()`](../library/socket.xhtml#socket.socket.getsockopt "socket.socket.getsockopt") constants `SO_DOMAIN`, `SO_PROTOCOL`, `SO_PEERSEC`, and `SO_PASSSEC` are now supported. (Contributed by Christian Heimes in [bpo-26907](https://bugs.python.org/issue26907) \[https://bugs.python.org/issue26907\].)
The [`setsockopt()`](../library/socket.xhtml#socket.socket.setsockopt "socket.socket.setsockopt") now supports the `setsockopt(level, optname, None, optlen: int)` form. (Contributed by Christian Heimes in [bpo-27744](https://bugs.python.org/issue27744) \[https://bugs.python.org/issue27744\].)
The socket module now supports the address family [`AF_ALG`](../library/socket.xhtml#socket.AF_ALG "socket.AF_ALG") to interface with Linux Kernel crypto API. `ALG_*`, `SOL_ALG` and [`sendmsg_afalg()`](../library/socket.xhtml#socket.socket.sendmsg_afalg "socket.socket.sendmsg_afalg") were added. (Contributed by Christian Heimes in [bpo-27744](https://bugs.python.org/issue27744) \[https://bugs.python.org/issue27744\] with support from Victor Stinner.)
New Linux constants `TCP_USER_TIMEOUT` and `TCP_CONGESTION` were added. (Contributed by Omar Sandoval, issue:26273).
### socketserver
Servers based on the [`socketserver`](../library/socketserver.xhtml#module-socketserver "socketserver: A framework for network servers.") module, including those defined in [`http.server`](../library/http.server.xhtml#module-http.server "http.server: HTTP server and request handlers."), [`xmlrpc.server`](../library/xmlrpc.server.xhtml#module-xmlrpc.server "xmlrpc.server: Basic XML-RPC server implementations.") and [`wsgiref.simple_server`](../library/wsgiref.xhtml#module-wsgiref.simple_server "wsgiref.simple_server: A simple WSGI HTTP server."), now support the [context manager](../glossary.xhtml#term-context-manager)protocol. (Contributed by Aviv Palivoda in [bpo-26404](https://bugs.python.org/issue26404) \[https://bugs.python.org/issue26404\].)
The `wfile` attribute of [`StreamRequestHandler`](../library/socketserver.xhtml#socketserver.StreamRequestHandler "socketserver.StreamRequestHandler") classes now implements the [`io.BufferedIOBase`](../library/io.xhtml#io.BufferedIOBase "io.BufferedIOBase") writable interface. In particular, calling [`write()`](../library/io.xhtml#io.BufferedIOBase.write "io.BufferedIOBase.write") is now guaranteed to send the data in full. (Contributed by Martin Panter in [bpo-26721](https://bugs.python.org/issue26721) \[https://bugs.python.org/issue26721\].)
### ssl
[`ssl`](../library/ssl.xhtml#module-ssl "ssl: TLS/SSL wrapper for socket objects") supports OpenSSL 1.1.0. The minimum recommend version is 1.0.2. (Contributed by Christian Heimes in [bpo-26470](https://bugs.python.org/issue26470) \[https://bugs.python.org/issue26470\].)
3DES has been removed from the default cipher suites and ChaCha20 Poly1305 cipher suites have been added. (Contributed by Christian Heimes in [bpo-27850](https://bugs.python.org/issue27850) \[https://bugs.python.org/issue27850\] and [bpo-27766](https://bugs.python.org/issue27766) \[https://bugs.python.org/issue27766\].)
[`SSLContext`](../library/ssl.xhtml#ssl.SSLContext "ssl.SSLContext") has better default configuration for options and ciphers. (Contributed by Christian Heimes in [bpo-28043](https://bugs.python.org/issue28043) \[https://bugs.python.org/issue28043\].)
SSL session can be copied from one client-side connection to another with the new [`SSLSession`](../library/ssl.xhtml#ssl.SSLSession "ssl.SSLSession") class. TLS session resumption can speed up the initial handshake, reduce latency and improve performance (Contributed by Christian Heimes in [bpo-19500](https://bugs.python.org/issue19500) \[https://bugs.python.org/issue19500\] based on a draft by Alex Warhawk.)
The new [`get_ciphers()`](../library/ssl.xhtml#ssl.SSLContext.get_ciphers "ssl.SSLContext.get_ciphers") method can be used to get a list of enabled ciphers in order of cipher priority.
All constants and flags have been converted to [`IntEnum`](../library/enum.xhtml#enum.IntEnum "enum.IntEnum") and `IntFlags`. (Contributed by Christian Heimes in [bpo-28025](https://bugs.python.org/issue28025) \[https://bugs.python.org/issue28025\].)
Server and client-side specific TLS protocols for [`SSLContext`](../library/ssl.xhtml#ssl.SSLContext "ssl.SSLContext")were added. (Contributed by Christian Heimes in [bpo-28085](https://bugs.python.org/issue28085) \[https://bugs.python.org/issue28085\].)
### statistics
A new [`harmonic_mean()`](../library/statistics.xhtml#statistics.harmonic_mean "statistics.harmonic_mean") function has been added. (Contributed by Steven D'Aprano in [bpo-27181](https://bugs.python.org/issue27181) \[https://bugs.python.org/issue27181\].)
### struct
[`struct`](../library/struct.xhtml#module-struct "struct: Interpret bytes as packed binary data.") now supports IEEE 754 half-precision floats via the `'e'`format specifier. (Contributed by Eli Stevens, Mark Dickinson in [bpo-11734](https://bugs.python.org/issue11734) \[https://bugs.python.org/issue11734\].)
### subprocess
[`subprocess.Popen`](../library/subprocess.xhtml#subprocess.Popen "subprocess.Popen") destructor now emits a [`ResourceWarning`](../library/exceptions.xhtml#ResourceWarning "ResourceWarning") warning if the child process is still running. Use the context manager protocol (
```
with
proc: ...
```
) or explicitly call the [`wait()`](../library/subprocess.xhtml#subprocess.Popen.wait "subprocess.Popen.wait") method to read the exit status of the child process. (Contributed by Victor Stinner in [bpo-26741](https://bugs.python.org/issue26741) \[https://bugs.python.org/issue26741\].)
The [`subprocess.Popen`](../library/subprocess.xhtml#subprocess.Popen "subprocess.Popen") constructor and all functions that pass arguments through to it now accept *encoding* and *errors* arguments. Specifying either of these will enable text mode for the *stdin*, *stdout* and *stderr* streams. (Contributed by Steve Dower in [bpo-6135](https://bugs.python.org/issue6135) \[https://bugs.python.org/issue6135\].)
### sys
The new [`getfilesystemencodeerrors()`](../library/sys.xhtml#sys.getfilesystemencodeerrors "sys.getfilesystemencodeerrors") function returns the name of the error mode used to convert between Unicode filenames and bytes filenames. (Contributed by Steve Dower in [bpo-27781](https://bugs.python.org/issue27781) \[https://bugs.python.org/issue27781\].)
On Windows the return value of the [`getwindowsversion()`](../library/sys.xhtml#sys.getwindowsversion "sys.getwindowsversion") function now includes the *platform\_version* field which contains the accurate major version, minor version and build number of the current operating system, rather than the version that is being emulated for the process (Contributed by Steve Dower in [bpo-27932](https://bugs.python.org/issue27932) \[https://bugs.python.org/issue27932\].)
### telnetlib
[`Telnet`](../library/telnetlib.xhtml#telnetlib.Telnet "telnetlib.Telnet") is now a context manager (contributed by Stéphane Wirtel in [bpo-25485](https://bugs.python.org/issue25485) \[https://bugs.python.org/issue25485\]).
### time
The [`struct_time`](../library/time.xhtml#time.struct_time "time.struct_time") attributes `tm_gmtoff` and `tm_zone` are now available on all platforms.
### timeit
The new [`Timer.autorange()`](../library/timeit.xhtml#timeit.Timer.autorange "timeit.Timer.autorange") convenience method has been added to call [`Timer.timeit()`](../library/timeit.xhtml#timeit.Timer.timeit "timeit.Timer.timeit")repeatedly so that the total run time is greater or equal to 200 milliseconds. (Contributed by Steven D'Aprano in [bpo-6422](https://bugs.python.org/issue6422) \[https://bugs.python.org/issue6422\].)
[`timeit`](../library/timeit.xhtml#module-timeit "timeit: Measure the execution time of small code snippets.") now warns when there is substantial (4x) variance between best and worst times. (Contributed by Serhiy Storchaka in [bpo-23552](https://bugs.python.org/issue23552) \[https://bugs.python.org/issue23552\].)
### tkinter
Added methods `trace_add()`, `trace_remove()` and `trace_info()`in the `tkinter.Variable` class. They replace old methods `trace_variable()`, `trace()`, `trace_vdelete()` and `trace_vinfo()` that use obsolete Tcl commands and might not work in future versions of Tcl. (Contributed by Serhiy Storchaka in [bpo-22115](https://bugs.python.org/issue22115) \[https://bugs.python.org/issue22115\]).
### traceback
Both the traceback module and the interpreter's builtin exception display now abbreviate long sequences of repeated lines in tracebacks as shown in the following example:
```
>>> def f(): f()
...
>>> f()
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "<stdin>", line 1, in f
File "<stdin>", line 1, in f
File "<stdin>", line 1, in f
[Previous line repeated 995 more times]
RecursionError: maximum recursion depth exceeded
```
(Contributed by Emanuel Barry in [bpo-26823](https://bugs.python.org/issue26823) \[https://bugs.python.org/issue26823\].)
### tracemalloc
The [`tracemalloc`](../library/tracemalloc.xhtml#module-tracemalloc "tracemalloc: Trace memory allocations.") module now supports tracing memory allocations in multiple different address spaces.
The new [`DomainFilter`](../library/tracemalloc.xhtml#tracemalloc.DomainFilter "tracemalloc.DomainFilter") filter class has been added to filter block traces by their address space (domain).
(Contributed by Victor Stinner in [bpo-26588](https://bugs.python.org/issue26588) \[https://bugs.python.org/issue26588\].)
### typing
Since the [`typing`](../library/typing.xhtml#module-typing "typing: Support for type hints (see PEP 484).") module is [provisional](../glossary.xhtml#term-provisional-api), all changes introduced in Python 3.6 have also been backported to Python 3.5.x.
The [`typing`](../library/typing.xhtml#module-typing "typing: Support for type hints (see PEP 484).") module has a much improved support for generic type aliases. For example `Dict[str, Tuple[S, T]]` is now a valid type annotation. (Contributed by Guido van Rossum in [Github #195](https://github.com/python/typing/pull/195) \[https://github.com/python/typing/pull/195\].)
The [`typing.ContextManager`](../library/typing.xhtml#typing.ContextManager "typing.ContextManager") class has been added for representing [`contextlib.AbstractContextManager`](../library/contextlib.xhtml#contextlib.AbstractContextManager "contextlib.AbstractContextManager"). (Contributed by Brett Cannon in [bpo-25609](https://bugs.python.org/issue25609) \[https://bugs.python.org/issue25609\].)
The [`typing.Collection`](../library/typing.xhtml#typing.Collection "typing.Collection") class has been added for representing [`collections.abc.Collection`](../library/collections.abc.xhtml#collections.abc.Collection "collections.abc.Collection"). (Contributed by Ivan Levkivskyi in [bpo-27598](https://bugs.python.org/issue27598) \[https://bugs.python.org/issue27598\].)
The [`typing.ClassVar`](../library/typing.xhtml#typing.ClassVar "typing.ClassVar") type construct has been added to mark class variables. As introduced in [**PEP 526**](https://www.python.org/dev/peps/pep-0526) \[https://www.python.org/dev/peps/pep-0526\], a variable annotation wrapped in ClassVar indicates that a given attribute is intended to be used as a class variable and should not be set on instances of that class. (Contributed by Ivan Levkivskyi in [Github #280](https://github.com/python/typing/pull/280) \[https://github.com/python/typing/pull/280\].)
A new [`TYPE_CHECKING`](../library/typing.xhtml#typing.TYPE_CHECKING "typing.TYPE_CHECKING") constant that is assumed to be `True` by the static type checkers, but is `False` at runtime. (Contributed by Guido van Rossum in [Github #230](https://github.com/python/typing/issues/230) \[https://github.com/python/typing/issues/230\].)
A new [`NewType()`](../library/typing.xhtml#typing.NewType "typing.NewType") helper function has been added to create lightweight distinct types for annotations:
```
from typing import NewType
UserId = NewType('UserId', int)
some_id = UserId(524313)
```
The static type checker will treat the new type as if it were a subclass of the original type. (Contributed by Ivan Levkivskyi in [Github #189](https://github.com/python/typing/issues/189) \[https://github.com/python/typing/issues/189\].)
### unicodedata
The [`unicodedata`](../library/unicodedata.xhtml#module-unicodedata "unicodedata: Access the Unicode Database.") module now uses data from [Unicode 9.0.0](http://unicode.org/versions/Unicode9.0.0/) \[http://unicode.org/versions/Unicode9.0.0/\]. (Contributed by Benjamin Peterson.)
### unittest.mock
The [`Mock`](../library/unittest.mock.xhtml#unittest.mock.Mock "unittest.mock.Mock") class has the following improvements:
- Two new methods, [`Mock.assert_called()`](../library/unittest.mock.xhtml#unittest.mock.Mock.assert_called "unittest.mock.Mock.assert_called") and [`Mock.assert_called_once()`](../library/unittest.mock.xhtml#unittest.mock.Mock.assert_called_once "unittest.mock.Mock.assert_called_once") to check if the mock object was called. (Contributed by Amit Saha in [bpo-26323](https://bugs.python.org/issue26323) \[https://bugs.python.org/issue26323\].)
- The [`Mock.reset_mock()`](../library/unittest.mock.xhtml#unittest.mock.Mock.reset_mock "unittest.mock.Mock.reset_mock") method now has two optional keyword only arguments: *return\_value* and *side\_effect*. (Contributed by Kushal Das in [bpo-21271](https://bugs.python.org/issue21271) \[https://bugs.python.org/issue21271\].)
### urllib.request
If a HTTP request has a file or iterable body (other than a bytes object) but no `Content-Length` header, rather than throwing an error, `AbstractHTTPHandler` now falls back to use chunked transfer encoding. (Contributed by Demian Brecht and Rolf Krahl in [bpo-12319](https://bugs.python.org/issue12319) \[https://bugs.python.org/issue12319\].)
### urllib.robotparser
[`RobotFileParser`](../library/urllib.robotparser.xhtml#urllib.robotparser.RobotFileParser "urllib.robotparser.RobotFileParser") now supports the `Crawl-delay` and `Request-rate` extensions. (Contributed by Nikolay Bogoychev in [bpo-16099](https://bugs.python.org/issue16099) \[https://bugs.python.org/issue16099\].)
### venv
[`venv`](../library/venv.xhtml#module-venv "venv: Creation of virtual environments.") accepts a new parameter `--prompt`. This parameter provides an alternative prefix for the virtual environment. (Proposed by Łukasz Balcerzak and ported to 3.6 by Stéphane Wirtel in [bpo-22829](https://bugs.python.org/issue22829) \[https://bugs.python.org/issue22829\].)
### warnings
A new optional *source* parameter has been added to the [`warnings.warn_explicit()`](../library/warnings.xhtml#warnings.warn_explicit "warnings.warn_explicit") function: the destroyed object which emitted a [`ResourceWarning`](../library/exceptions.xhtml#ResourceWarning "ResourceWarning"). A *source* attribute has also been added to `warnings.WarningMessage` (contributed by Victor Stinner in [bpo-26568](https://bugs.python.org/issue26568) \[https://bugs.python.org/issue26568\] and [bpo-26567](https://bugs.python.org/issue26567) \[https://bugs.python.org/issue26567\]).
When a [`ResourceWarning`](../library/exceptions.xhtml#ResourceWarning "ResourceWarning") warning is logged, the [`tracemalloc`](../library/tracemalloc.xhtml#module-tracemalloc "tracemalloc: Trace memory allocations.") module is now used to try to retrieve the traceback where the destroyed object was allocated.
Example with the script `example.py`:
```
import warnings
def func():
return open(__file__)
f = func()
f = None
```
Output of the command `python3.6 -Wd -X tracemalloc=5 example.py`:
```
example.py:7: ResourceWarning: unclosed file <_io.TextIOWrapper name='example.py' mode='r' encoding='UTF-8'>
f = None
Object allocated at (most recent call first):
File "example.py", lineno 4
return open(__file__)
File "example.py", lineno 6
f = func()
```
The "Object allocated at" traceback is new and is only displayed if [`tracemalloc`](../library/tracemalloc.xhtml#module-tracemalloc "tracemalloc: Trace memory allocations.") is tracing Python memory allocations and if the [`warnings`](../library/warnings.xhtml#module-warnings "warnings: Issue warning messages and control their disposition.") module was already imported.
### winreg
Added the 64-bit integer type [`REG_QWORD`](../library/winreg.xhtml#winreg.REG_QWORD "winreg.REG_QWORD"). (Contributed by Clement Rouault in [bpo-23026](https://bugs.python.org/issue23026) \[https://bugs.python.org/issue23026\].)
### winsound
Allowed keyword arguments to be passed to [`Beep`](../library/winsound.xhtml#winsound.Beep "winsound.Beep"), [`MessageBeep`](../library/winsound.xhtml#winsound.MessageBeep "winsound.MessageBeep"), and [`PlaySound`](../library/winsound.xhtml#winsound.PlaySound "winsound.PlaySound") ([bpo-27982](https://bugs.python.org/issue27982) \[https://bugs.python.org/issue27982\]).
### xmlrpc.client
The [`xmlrpc.client`](../library/xmlrpc.client.xhtml#module-xmlrpc.client "xmlrpc.client: XML-RPC client access.") module now supports unmarshalling additional data types used by the Apache XML-RPC implementation for numerics and `None`. (Contributed by Serhiy Storchaka in [bpo-26885](https://bugs.python.org/issue26885) \[https://bugs.python.org/issue26885\].)
### zipfile
A new [`ZipInfo.from_file()`](../library/zipfile.xhtml#zipfile.ZipInfo.from_file "zipfile.ZipInfo.from_file") class method allows making a [`ZipInfo`](../library/zipfile.xhtml#zipfile.ZipInfo "zipfile.ZipInfo") instance from a filesystem file. A new [`ZipInfo.is_dir()`](../library/zipfile.xhtml#zipfile.ZipInfo.is_dir "zipfile.ZipInfo.is_dir") method can be used to check if the [`ZipInfo`](../library/zipfile.xhtml#zipfile.ZipInfo "zipfile.ZipInfo") instance represents a directory. (Contributed by Thomas Kluyver in [bpo-26039](https://bugs.python.org/issue26039) \[https://bugs.python.org/issue26039\].)
The [`ZipFile.open()`](../library/zipfile.xhtml#zipfile.ZipFile.open "zipfile.ZipFile.open") method can now be used to write data into a ZIP file, as well as for extracting data. (Contributed by Thomas Kluyver in [bpo-26039](https://bugs.python.org/issue26039) \[https://bugs.python.org/issue26039\].)
### zlib
The [`compress()`](../library/zlib.xhtml#zlib.compress "zlib.compress") and [`decompress()`](../library/zlib.xhtml#zlib.decompress "zlib.decompress") functions now accept keyword arguments. (Contributed by Aviv Palivoda in [bpo-26243](https://bugs.python.org/issue26243) \[https://bugs.python.org/issue26243\] and Xiang Zhang in [bpo-16764](https://bugs.python.org/issue16764) \[https://bugs.python.org/issue16764\] respectively.)
## 性能优化
- The Python interpreter now uses a 16-bit wordcode instead of bytecode which made a number of opcode optimizations possible. (Contributed by Demur Rumed with input and reviews from Serhiy Storchaka and Victor Stinner in [bpo-26647](https://bugs.python.org/issue26647) \[https://bugs.python.org/issue26647\] and [bpo-28050](https://bugs.python.org/issue28050) \[https://bugs.python.org/issue28050\].)
- The [`asyncio.Future`](../library/asyncio-future.xhtml#asyncio.Future "asyncio.Future") class now has an optimized C implementation. (Contributed by Yury Selivanov and INADA Naoki in [bpo-26081](https://bugs.python.org/issue26081) \[https://bugs.python.org/issue26081\].)
- The [`asyncio.Task`](../library/asyncio-task.xhtml#asyncio.Task "asyncio.Task") class now has an optimized C implementation. (Contributed by Yury Selivanov in [bpo-28544](https://bugs.python.org/issue28544) \[https://bugs.python.org/issue28544\].)
- Various implementation improvements in the [`typing`](../library/typing.xhtml#module-typing "typing: Support for type hints (see PEP 484).") module (such as caching of generic types) allow up to 30 times performance improvements and reduced memory footprint.
- The ASCII decoder is now up to 60 times as fast for error handlers `surrogateescape`, `ignore` and `replace` (Contributed by Victor Stinner in [bpo-24870](https://bugs.python.org/issue24870) \[https://bugs.python.org/issue24870\]).
- The ASCII and the Latin1 encoders are now up to 3 times as fast for the error handler `surrogateescape`(Contributed by Victor Stinner in [bpo-25227](https://bugs.python.org/issue25227) \[https://bugs.python.org/issue25227\]).
- The UTF-8 encoder is now up to 75 times as fast for error handlers `ignore`, `replace`, `surrogateescape`, `surrogatepass` (Contributed by Victor Stinner in [bpo-25267](https://bugs.python.org/issue25267) \[https://bugs.python.org/issue25267\]).
- The UTF-8 decoder is now up to 15 times as fast for error handlers `ignore`, `replace` and `surrogateescape` (Contributed by Victor Stinner in [bpo-25301](https://bugs.python.org/issue25301) \[https://bugs.python.org/issue25301\]).
- `bytes % args` is now up to 2 times faster. (Contributed by Victor Stinner in [bpo-25349](https://bugs.python.org/issue25349) \[https://bugs.python.org/issue25349\]).
- `bytearray % args` is now between 2.5 and 5 times faster. (Contributed by Victor Stinner in [bpo-25399](https://bugs.python.org/issue25399) \[https://bugs.python.org/issue25399\]).
- Optimize [`bytes.fromhex()`](../library/stdtypes.xhtml#bytes.fromhex "bytes.fromhex") and [`bytearray.fromhex()`](../library/stdtypes.xhtml#bytearray.fromhex "bytearray.fromhex"): they are now between 2x and 3.5x faster. (Contributed by Victor Stinner in [bpo-25401](https://bugs.python.org/issue25401) \[https://bugs.python.org/issue25401\]).
- Optimize `bytes.replace(b'', b'.')` and `bytearray.replace(b'', b'.')`: up to 80% faster. (Contributed by Josh Snider in [bpo-26574](https://bugs.python.org/issue26574) \[https://bugs.python.org/issue26574\]).
- Allocator functions of the [`PyMem_Malloc()`](../c-api/memory.xhtml#c.PyMem_Malloc "PyMem_Malloc") domain ([`PYMEM_DOMAIN_MEM`](../c-api/memory.xhtml#c.PYMEM_DOMAIN_MEM "PYMEM_DOMAIN_MEM")) now use the [pymalloc memory allocator](../c-api/memory.xhtml#pymalloc) instead of `malloc()` function of the C library. The pymalloc allocator is optimized for objects smaller or equal to 512 bytes with a short lifetime, and use `malloc()` for larger memory blocks. (Contributed by Victor Stinner in [bpo-26249](https://bugs.python.org/issue26249) \[https://bugs.python.org/issue26249\]).
- [`pickle.load()`](../library/pickle.xhtml#pickle.load "pickle.load") and [`pickle.loads()`](../library/pickle.xhtml#pickle.loads "pickle.loads") are now up to 10% faster when deserializing many small objects (Contributed by Victor Stinner in [bpo-27056](https://bugs.python.org/issue27056) \[https://bugs.python.org/issue27056\]).
- Passing [keyword arguments](../glossary.xhtml#term-keyword-argument) to a function has an overhead in comparison with passing [positional arguments](../glossary.xhtml#term-positional-argument). Now in extension functions implemented with using Argument Clinic this overhead is significantly decreased. (Contributed by Serhiy Storchaka in [bpo-27574](https://bugs.python.org/issue27574) \[https://bugs.python.org/issue27574\]).
- Optimized [`glob()`](../library/glob.xhtml#glob.glob "glob.glob") and [`iglob()`](../library/glob.xhtml#glob.iglob "glob.iglob") functions in the [`glob`](../library/glob.xhtml#module-glob "glob: Unix shell style pathname pattern expansion.") module; they are now about 3--6 times faster. (Contributed by Serhiy Storchaka in [bpo-25596](https://bugs.python.org/issue25596) \[https://bugs.python.org/issue25596\]).
- Optimized globbing in [`pathlib`](../library/pathlib.xhtml#module-pathlib "pathlib: Object-oriented filesystem paths") by using [`os.scandir()`](../library/os.xhtml#os.scandir "os.scandir"); it is now about 1.5--4 times faster. (Contributed by Serhiy Storchaka in [bpo-26032](https://bugs.python.org/issue26032) \[https://bugs.python.org/issue26032\]).
- [`xml.etree.ElementTree`](../library/xml.etree.elementtree.xhtml#module-xml.etree.ElementTree "xml.etree.ElementTree: Implementation of the ElementTree API.") parsing, iteration and deepcopy performance has been significantly improved. (Contributed by Serhiy Storchaka in [bpo-25638](https://bugs.python.org/issue25638) \[https://bugs.python.org/issue25638\], [bpo-25873](https://bugs.python.org/issue25873) \[https://bugs.python.org/issue25873\], and [bpo-25869](https://bugs.python.org/issue25869) \[https://bugs.python.org/issue25869\].)
- Creation of [`fractions.Fraction`](../library/fractions.xhtml#fractions.Fraction "fractions.Fraction") instances from floats and decimals is now 2 to 3 times faster. (Contributed by Serhiy Storchaka in [bpo-25971](https://bugs.python.org/issue25971) \[https://bugs.python.org/issue25971\].)
## Build and C API Changes
- Python now requires some C99 support in the toolchain to build. Most notably, Python now uses standard integer types and macros in place of custom macros like `PY_LONG_LONG`. For more information, see [**PEP 7**](https://www.python.org/dev/peps/pep-0007) \[https://www.python.org/dev/peps/pep-0007\] and [bpo-17884](https://bugs.python.org/issue17884) \[https://bugs.python.org/issue17884\].
- Cross-compiling CPython with the Android NDK and the Android API level set to 21 (Android 5.0 Lollipop) or greater runs successfully. While Android is not yet a supported platform, the Python test suite runs on the Android emulator with only about 16 tests failures. See the Android meta-issue [bpo-26865](https://bugs.python.org/issue26865) \[https://bugs.python.org/issue26865\].
- The `--enable-optimizations` configure flag has been added. Turning it on will activate expensive optimizations like PGO. (Original patch by Alecsandru Patrascu of Intel in [bpo-26359](https://bugs.python.org/issue26359) \[https://bugs.python.org/issue26359\].)
- The [GIL](../glossary.xhtml#term-global-interpreter-lock) must now be held when allocator functions of [`PYMEM_DOMAIN_OBJ`](../c-api/memory.xhtml#c.PYMEM_DOMAIN_OBJ "PYMEM_DOMAIN_OBJ") (ex: [`PyObject_Malloc()`](../c-api/memory.xhtml#c.PyObject_Malloc "PyObject_Malloc")) and [`PYMEM_DOMAIN_MEM`](../c-api/memory.xhtml#c.PYMEM_DOMAIN_MEM "PYMEM_DOMAIN_MEM") (ex: [`PyMem_Malloc()`](../c-api/memory.xhtml#c.PyMem_Malloc "PyMem_Malloc")) domains are called.
- New [`Py_FinalizeEx()`](../c-api/init.xhtml#c.Py_FinalizeEx "Py_FinalizeEx") API which indicates if flushing buffered data failed. (Contributed by Martin Panter in [bpo-5319](https://bugs.python.org/issue5319) \[https://bugs.python.org/issue5319\].)
- [`PyArg_ParseTupleAndKeywords()`](../c-api/arg.xhtml#c.PyArg_ParseTupleAndKeywords "PyArg_ParseTupleAndKeywords") now supports [positional-only parameters](../glossary.xhtml#positional-only-parameter). Positional-only parameters are defined by empty names. (Contributed by Serhiy Storchaka in [bpo-26282](https://bugs.python.org/issue26282) \[https://bugs.python.org/issue26282\]).
- `PyTraceback_Print` method now abbreviates long sequences of repeated lines as `"[Previous line repeated {count} more times]"`. (Contributed by Emanuel Barry in [bpo-26823](https://bugs.python.org/issue26823) \[https://bugs.python.org/issue26823\].)
- The new [`PyErr_SetImportErrorSubclass()`](../c-api/exceptions.xhtml#c.PyErr_SetImportErrorSubclass "PyErr_SetImportErrorSubclass") function allows for specifying a subclass of [`ImportError`](../library/exceptions.xhtml#ImportError "ImportError") to raise. (Contributed by Eric Snow in [bpo-15767](https://bugs.python.org/issue15767) \[https://bugs.python.org/issue15767\].)
- The new [`PyErr_ResourceWarning()`](../c-api/exceptions.xhtml#c.PyErr_ResourceWarning "PyErr_ResourceWarning") function can be used to generate a [`ResourceWarning`](../library/exceptions.xhtml#ResourceWarning "ResourceWarning") providing the source of the resource allocation. (Contributed by Victor Stinner in [bpo-26567](https://bugs.python.org/issue26567) \[https://bugs.python.org/issue26567\].)
- The new [`PyOS_FSPath()`](../c-api/sys.xhtml#c.PyOS_FSPath "PyOS_FSPath") function returns the file system representation of a [path-like object](../glossary.xhtml#term-path-like-object). (Contributed by Brett Cannon in [bpo-27186](https://bugs.python.org/issue27186) \[https://bugs.python.org/issue27186\].)
- The [`PyUnicode_FSConverter()`](../c-api/unicode.xhtml#c.PyUnicode_FSConverter "PyUnicode_FSConverter") and [`PyUnicode_FSDecoder()`](../c-api/unicode.xhtml#c.PyUnicode_FSDecoder "PyUnicode_FSDecoder")functions will now accept [path-like objects](../glossary.xhtml#term-path-like-object).
## 其他改进
- When [`--version`](../using/cmdline.xhtml#cmdoption-version) (short form: [`-V`](../using/cmdline.xhtml#cmdoption-v)) is supplied twice, Python prints [`sys.version`](../library/sys.xhtml#sys.version "sys.version") for detailed information.
```
$ ./python -VV
Python 3.6.0b4+ (3.6:223967b49e49+, Nov 21 2016, 20:55:04)
[GCC 4.2.1 Compatible Apple LLVM 8.0.0 (clang-800.0.42.1)]
```
## 弃用
### New Keywords
`async` and `await` are not recommended to be used as variable, class, function or module names. Introduced by [**PEP 492**](https://www.python.org/dev/peps/pep-0492) \[https://www.python.org/dev/peps/pep-0492\] in Python 3.5, they will become proper keywords in Python 3.7. Starting in Python 3.6, the use of `async` or `await` as names will generate a [`DeprecationWarning`](../library/exceptions.xhtml#DeprecationWarning "DeprecationWarning").
### 已弃用的 Python 行为
Raising the [`StopIteration`](../library/exceptions.xhtml#StopIteration "StopIteration") exception inside a generator will now generate a [`DeprecationWarning`](../library/exceptions.xhtml#DeprecationWarning "DeprecationWarning"), and will trigger a [`RuntimeError`](../library/exceptions.xhtml#RuntimeError "RuntimeError")in Python 3.7. See [PEP 479: Change StopIteration handling inside generators](3.5.xhtml#whatsnew-pep-479) for details.
The [`__aiter__()`](../reference/datamodel.xhtml#object.__aiter__ "object.__aiter__") method is now expected to return an asynchronous iterator directly instead of returning an awaitable as previously. Doing the former will trigger a [`DeprecationWarning`](../library/exceptions.xhtml#DeprecationWarning "DeprecationWarning"). Backward compatibility will be removed in Python 3.7. (Contributed by Yury Selivanov in [bpo-27243](https://bugs.python.org/issue27243) \[https://bugs.python.org/issue27243\].)
A backslash-character pair that is not a valid escape sequence now generates a [`DeprecationWarning`](../library/exceptions.xhtml#DeprecationWarning "DeprecationWarning"). Although this will eventually become a [`SyntaxError`](../library/exceptions.xhtml#SyntaxError "SyntaxError"), that will not be for several Python releases. (Contributed by Emanuel Barry in [bpo-27364](https://bugs.python.org/issue27364) \[https://bugs.python.org/issue27364\].)
When performing a relative import, falling back on `__name__` and `__path__` from the calling module when `__spec__` or `__package__` are not defined now raises an [`ImportWarning`](../library/exceptions.xhtml#ImportWarning "ImportWarning"). (Contributed by Rose Ames in [bpo-25791](https://bugs.python.org/issue25791) \[https://bugs.python.org/issue25791\].)
### 已弃用的 Python 模块、函数和方法
#### asynchat
The [`asynchat`](../library/asynchat.xhtml#module-asynchat "asynchat: Support for asynchronous command/response protocols.") has been deprecated in favor of [`asyncio`](../library/asyncio.xhtml#module-asyncio "asyncio: Asynchronous I/O."). (Contributed by Mariatta in [bpo-25002](https://bugs.python.org/issue25002) \[https://bugs.python.org/issue25002\].)
#### asyncore
The [`asyncore`](../library/asyncore.xhtml#module-asyncore "asyncore: A base class for developing asynchronous socket handling services.") has been deprecated in favor of [`asyncio`](../library/asyncio.xhtml#module-asyncio "asyncio: Asynchronous I/O."). (Contributed by Mariatta in [bpo-25002](https://bugs.python.org/issue25002) \[https://bugs.python.org/issue25002\].)
#### dbm
Unlike other [`dbm`](../library/dbm.xhtml#module-dbm "dbm: Interfaces to various Unix "database" formats.") implementations, the [`dbm.dumb`](../library/dbm.xhtml#module-dbm.dumb "dbm.dumb: Portable implementation of the simple DBM interface.") module creates databases with the `'rw'` mode and allows modifying the database opened with the `'r'` mode. This behavior is now deprecated and will be removed in 3.8. (Contributed by Serhiy Storchaka in [bpo-21708](https://bugs.python.org/issue21708) \[https://bugs.python.org/issue21708\].)
#### distutils
The undocumented `extra_path` argument to the `Distribution` constructor is now considered deprecated and will raise a warning if set. Support for this parameter will be removed in a future Python release. See [bpo-27919](https://bugs.python.org/issue27919) \[https://bugs.python.org/issue27919\] for details.
#### grp
The support of non-integer arguments in [`getgrgid()`](../library/grp.xhtml#grp.getgrgid "grp.getgrgid") has been deprecated. (Contributed by Serhiy Storchaka in [bpo-26129](https://bugs.python.org/issue26129) \[https://bugs.python.org/issue26129\].)
#### importlib
The [`importlib.machinery.SourceFileLoader.load_module()`](../library/importlib.xhtml#importlib.machinery.SourceFileLoader.load_module "importlib.machinery.SourceFileLoader.load_module") and [`importlib.machinery.SourcelessFileLoader.load_module()`](../library/importlib.xhtml#importlib.machinery.SourcelessFileLoader.load_module "importlib.machinery.SourcelessFileLoader.load_module") methods are now deprecated. They were the only remaining implementations of [`importlib.abc.Loader.load_module()`](../library/importlib.xhtml#importlib.abc.Loader.load_module "importlib.abc.Loader.load_module") in [`importlib`](../library/importlib.xhtml#module-importlib "importlib: The implementation of the import machinery.") that had not been deprecated in previous versions of Python in favour of [`importlib.abc.Loader.exec_module()`](../library/importlib.xhtml#importlib.abc.Loader.exec_module "importlib.abc.Loader.exec_module").
The [`importlib.machinery.WindowsRegistryFinder`](../library/importlib.xhtml#importlib.machinery.WindowsRegistryFinder "importlib.machinery.WindowsRegistryFinder") class is now deprecated. As of 3.6.0, it is still added to [`sys.meta_path`](../library/sys.xhtml#sys.meta_path "sys.meta_path") by default (on Windows), but this may change in future releases.
#### os
Undocumented support of general [bytes-like objects](../glossary.xhtml#term-bytes-like-object)as paths in [`os`](../library/os.xhtml#module-os "os: Miscellaneous operating system interfaces.") functions, [`compile()`](../library/functions.xhtml#compile "compile") and similar functions is now deprecated. (Contributed by Serhiy Storchaka in [bpo-25791](https://bugs.python.org/issue25791) \[https://bugs.python.org/issue25791\] and [bpo-26754](https://bugs.python.org/issue26754) \[https://bugs.python.org/issue26754\].)
#### re
Support for inline flags `(?letters)` in the middle of the regular expression has been deprecated and will be removed in a future Python version. Flags at the start of a regular expression are still allowed. (Contributed by Serhiy Storchaka in [bpo-22493](https://bugs.python.org/issue22493) \[https://bugs.python.org/issue22493\].)
#### ssl
OpenSSL 0.9.8, 1.0.0 and 1.0.1 are deprecated and no longer supported. In the future the [`ssl`](../library/ssl.xhtml#module-ssl "ssl: TLS/SSL wrapper for socket objects") module will require at least OpenSSL 1.0.2 or 1.1.0.
SSL-related arguments like `certfile`, `keyfile` and `check_hostname`in [`ftplib`](../library/ftplib.xhtml#module-ftplib "ftplib: FTP protocol client (requires sockets)."), [`http.client`](../library/http.client.xhtml#module-http.client "http.client: HTTP and HTTPS protocol client (requires sockets)."), [`imaplib`](../library/imaplib.xhtml#module-imaplib "imaplib: IMAP4 protocol client (requires sockets)."), [`poplib`](../library/poplib.xhtml#module-poplib "poplib: POP3 protocol client (requires sockets)."), and [`smtplib`](../library/smtplib.xhtml#module-smtplib "smtplib: SMTP protocol client (requires sockets).") have been deprecated in favor of `context`. (Contributed by Christian Heimes in [bpo-28022](https://bugs.python.org/issue28022) \[https://bugs.python.org/issue28022\].)
A couple of protocols and functions of the [`ssl`](../library/ssl.xhtml#module-ssl "ssl: TLS/SSL wrapper for socket objects") module are now deprecated. Some features will no longer be available in future versions of OpenSSL. Other features are deprecated in favor of a different API. (Contributed by Christian Heimes in [bpo-28022](https://bugs.python.org/issue28022) \[https://bugs.python.org/issue28022\] and [bpo-26470](https://bugs.python.org/issue26470) \[https://bugs.python.org/issue26470\].)
#### tkinter
The [`tkinter.tix`](../library/tkinter.tix.xhtml#module-tkinter.tix "tkinter.tix: Tk Extension Widgets for Tkinter") module is now deprecated. [`tkinter`](../library/tkinter.xhtml#module-tkinter "tkinter: Interface to Tcl/Tk for graphical user interfaces") users should use [`tkinter.ttk`](../library/tkinter.ttk.xhtml#module-tkinter.ttk "tkinter.ttk: Tk themed widget set") instead.
#### venv
The `pyvenv` script has been deprecated in favour of `python3 -m venv`. This prevents confusion as to what Python interpreter `pyvenv` is connected to and thus what Python interpreter will be used by the virtual environment. (Contributed by Brett Cannon in [bpo-25154](https://bugs.python.org/issue25154) \[https://bugs.python.org/issue25154\].)
### 已弃用的 C API 函数和类型
Undocumented functions `PyUnicode_AsEncodedObject()`, `PyUnicode_AsDecodedObject()`, `PyUnicode_AsEncodedUnicode()`and `PyUnicode_AsDecodedUnicode()` are deprecated now. Use the [generic codec based API](../c-api/codec.xhtml#codec-registry) instead.
### Deprecated Build Options
The `--with-system-ffi` configure flag is now on by default on non-macOS UNIX platforms. It may be disabled by using `--without-system-ffi`, but using the flag is deprecated and will not be accepted in Python 3.7. macOS is unaffected by this change. Note that many OS distributors already use the `--with-system-ffi` flag when building their system Python.
## 移除
### API 与特性的移除
- Unknown escapes consisting of `'\'` and an ASCII letter in regular expressions will now cause an error. In replacement templates for [`re.sub()`](../library/re.xhtml#re.sub "re.sub") they are still allowed, but deprecated. The [`re.LOCALE`](../library/re.xhtml#re.LOCALE "re.LOCALE") flag can now only be used with binary patterns.
- `inspect.getmoduleinfo()` was removed (was deprecated since CPython 3.3). [`inspect.getmodulename()`](../library/inspect.xhtml#inspect.getmodulename "inspect.getmodulename") should be used for obtaining the module name for a given path. (Contributed by Yury Selivanov in [bpo-13248](https://bugs.python.org/issue13248) \[https://bugs.python.org/issue13248\].)
- `traceback.Ignore` class and `traceback.usage`, `traceback.modname`, `traceback.fullmodname`, `traceback.find_lines_from_code`, `traceback.find_lines`, `traceback.find_strings`, `traceback.find_executable_lines` methods were removed from the [`traceback`](../library/traceback.xhtml#module-traceback "traceback: Print or retrieve a stack traceback.") module. They were undocumented methods deprecated since Python 3.2 and equivalent functionality is available from private methods.
- The `tk_menuBar()` and `tk_bindForTraversal()` dummy methods in [`tkinter`](../library/tkinter.xhtml#module-tkinter "tkinter: Interface to Tcl/Tk for graphical user interfaces") widget classes were removed (corresponding Tk commands were obsolete since Tk 4.0).
- The [`open()`](../library/zipfile.xhtml#zipfile.ZipFile.open "zipfile.ZipFile.open") method of the [`zipfile.ZipFile`](../library/zipfile.xhtml#zipfile.ZipFile "zipfile.ZipFile")class no longer supports the `'U'` mode (was deprecated since Python 3.4). Use [`io.TextIOWrapper`](../library/io.xhtml#io.TextIOWrapper "io.TextIOWrapper") for reading compressed text files in [universal newlines](../glossary.xhtml#term-universal-newlines) mode.
- The undocumented `IN`, `CDROM`, `DLFCN`, `TYPES`, `CDIO`, and `STROPTS` modules have been removed. They had been available in the platform specific `Lib/plat-*/` directories, but were chronically out of date, inconsistently available across platforms, and unmaintained. The script that created these modules is still available in the source distribution at [Tools/scripts/h2py.py](https://github.com/python/cpython/tree/3.7/Tools/scripts/h2py.py) \[https://github.com/python/cpython/tree/3.7/Tools/scripts/h2py.py\].
- The deprecated `asynchat.fifo` class has been removed.
## 移植到Python 3.6
本节列出了先前描述的更改以及可能需要更改代码的其他错误修正.
### 'python' 命令行为的变化
- The output of a special Python build with defined `COUNT_ALLOCS`, `SHOW_ALLOC_COUNT` or `SHOW_TRACK_COUNT` macros is now off by default. It can be re-enabled using the `-X showalloccount` option. It now outputs to `stderr` instead of `stdout`. (Contributed by Serhiy Storchaka in [bpo-23034](https://bugs.python.org/issue23034) \[https://bugs.python.org/issue23034\].)
### 改变了的Python API
- [`open()`](../library/functions.xhtml#open "open") will no longer allow combining the `'U'` mode flag with `'+'`. (Contributed by Jeff Balogh and John O'Connor in [bpo-2091](https://bugs.python.org/issue2091) \[https://bugs.python.org/issue2091\].)
- [`sqlite3`](../library/sqlite3.xhtml#module-sqlite3 "sqlite3: A DB-API 2.0 implementation using SQLite 3.x.") no longer implicitly commits an open transaction before DDL statements.
- On Linux, [`os.urandom()`](../library/os.xhtml#os.urandom "os.urandom") now blocks until the system urandom entropy pool is initialized to increase the security.
- When [`importlib.abc.Loader.exec_module()`](../library/importlib.xhtml#importlib.abc.Loader.exec_module "importlib.abc.Loader.exec_module") is defined, [`importlib.abc.Loader.create_module()`](../library/importlib.xhtml#importlib.abc.Loader.create_module "importlib.abc.Loader.create_module") must also be defined.
- [`PyErr_SetImportError()`](../c-api/exceptions.xhtml#c.PyErr_SetImportError "PyErr_SetImportError") now sets [`TypeError`](../library/exceptions.xhtml#TypeError "TypeError") when its **msg**argument is not set. Previously only `NULL` was returned.
- The format of the `co_lnotab` attribute of code objects changed to support a negative line number delta. By default, Python does not emit bytecode with a negative line number delta. Functions using `frame.f_lineno`, `PyFrame_GetLineNumber()` or `PyCode_Addr2Line()` are not affected. Functions directly decoding `co_lnotab` should be updated to use a signed 8-bit integer type for the line number delta, but this is only required to support applications using a negative line number delta. See `Objects/lnotab_notes.txt` for the `co_lnotab` format and how to decode it, and see the [**PEP 511**](https://www.python.org/dev/peps/pep-0511) \[https://www.python.org/dev/peps/pep-0511\] for the rationale.
- The functions in the [`compileall`](../library/compileall.xhtml#module-compileall "compileall: Tools for byte-compiling all Python source files in a directory tree.") module now return booleans instead of `1` or `0` to represent success or failure, respectively. Thanks to booleans being a subclass of integers, this should only be an issue if you were doing identity checks for `1` or `0`. See [bpo-25768](https://bugs.python.org/issue25768) \[https://bugs.python.org/issue25768\].
- Reading the `port` attribute of [`urllib.parse.urlsplit()`](../library/urllib.parse.xhtml#urllib.parse.urlsplit "urllib.parse.urlsplit") and [`urlparse()`](../library/urllib.parse.xhtml#urllib.parse.urlparse "urllib.parse.urlparse") results now raises [`ValueError`](../library/exceptions.xhtml#ValueError "ValueError") for out-of-range values, rather than returning [`None`](../library/constants.xhtml#None "None"). See [bpo-20059](https://bugs.python.org/issue20059) \[https://bugs.python.org/issue20059\].
- The [`imp`](../library/imp.xhtml#module-imp "imp: Access the implementation of the import statement. (已移除)") module now raises a [`DeprecationWarning`](../library/exceptions.xhtml#DeprecationWarning "DeprecationWarning") instead of [`PendingDeprecationWarning`](../library/exceptions.xhtml#PendingDeprecationWarning "PendingDeprecationWarning").
- The following modules have had missing APIs added to their `__all__`attributes to match the documented APIs: [`calendar`](../library/calendar.xhtml#module-calendar "calendar: Functions for working with calendars, including some emulation of the Unix cal program."), [`cgi`](../library/cgi.xhtml#module-cgi "cgi: Helpers for running Python scripts via the Common Gateway Interface."), [`csv`](../library/csv.xhtml#module-csv "csv: Write and read tabular data to and from delimited files."), [`ElementTree`](../library/xml.etree.elementtree.xhtml#module-xml.etree.ElementTree "xml.etree.ElementTree: Implementation of the ElementTree API."), [`enum`](../library/enum.xhtml#module-enum "enum: Implementation of an enumeration class."), [`fileinput`](../library/fileinput.xhtml#module-fileinput "fileinput: Loop over standard input or a list of files."), [`ftplib`](../library/ftplib.xhtml#module-ftplib "ftplib: FTP protocol client (requires sockets)."), [`logging`](../library/logging.xhtml#module-logging "logging: Flexible event logging system for applications."), [`mailbox`](../library/mailbox.xhtml#module-mailbox "mailbox: Manipulate mailboxes in various formats"), [`mimetypes`](../library/mimetypes.xhtml#module-mimetypes "mimetypes: Mapping of filename extensions to MIME types."), [`optparse`](../library/optparse.xhtml#module-optparse "optparse: Command-line option parsing library. (已移除)"), [`plistlib`](../library/plistlib.xhtml#module-plistlib "plistlib: Generate and parse Mac OS X plist files."), [`smtpd`](../library/smtpd.xhtml#module-smtpd "smtpd: A SMTP server implementation in Python."), [`subprocess`](../library/subprocess.xhtml#module-subprocess "subprocess: Subprocess management."), [`tarfile`](../library/tarfile.xhtml#module-tarfile "tarfile: Read and write tar-format archive files."), [`threading`](../library/threading.xhtml#module-threading "threading: Thread-based parallelism.") and [`wave`](../library/wave.xhtml#module-wave "wave: Provide an interface to the WAV sound format."). This means they will export new symbols when `import *`is used. (Contributed by Joel Taddei and Jacek Kołodziej in [bpo-23883](https://bugs.python.org/issue23883) \[https://bugs.python.org/issue23883\].)
- When performing a relative import, if `__package__` does not compare equal to `__spec__.parent` then [`ImportWarning`](../library/exceptions.xhtml#ImportWarning "ImportWarning") is raised. (Contributed by Brett Cannon in [bpo-25791](https://bugs.python.org/issue25791) \[https://bugs.python.org/issue25791\].)
- When a relative import is performed and no parent package is known, then [`ImportError`](../library/exceptions.xhtml#ImportError "ImportError") will be raised. Previously, [`SystemError`](../library/exceptions.xhtml#SystemError "SystemError") could be raised. (Contributed by Brett Cannon in [bpo-18018](https://bugs.python.org/issue18018) \[https://bugs.python.org/issue18018\].)
- Servers based on the [`socketserver`](../library/socketserver.xhtml#module-socketserver "socketserver: A framework for network servers.") module, including those defined in [`http.server`](../library/http.server.xhtml#module-http.server "http.server: HTTP server and request handlers."), [`xmlrpc.server`](../library/xmlrpc.server.xhtml#module-xmlrpc.server "xmlrpc.server: Basic XML-RPC server implementations.") and [`wsgiref.simple_server`](../library/wsgiref.xhtml#module-wsgiref.simple_server "wsgiref.simple_server: A simple WSGI HTTP server."), now only catch exceptions derived from [`Exception`](../library/exceptions.xhtml#Exception "Exception"). Therefore if a request handler raises an exception like [`SystemExit`](../library/exceptions.xhtml#SystemExit "SystemExit") or [`KeyboardInterrupt`](../library/exceptions.xhtml#KeyboardInterrupt "KeyboardInterrupt"), [`handle_error()`](../library/socketserver.xhtml#socketserver.BaseServer.handle_error "socketserver.BaseServer.handle_error") is no longer called, and the exception will stop a single-threaded server. (Contributed by Martin Panter in [bpo-23430](https://bugs.python.org/issue23430) \[https://bugs.python.org/issue23430\].)
- [`spwd.getspnam()`](../library/spwd.xhtml#spwd.getspnam "spwd.getspnam") now raises a [`PermissionError`](../library/exceptions.xhtml#PermissionError "PermissionError") instead of [`KeyError`](../library/exceptions.xhtml#KeyError "KeyError") if the user doesn't have privileges.
- The [`socket.socket.close()`](../library/socket.xhtml#socket.socket.close "socket.socket.close") method now raises an exception if an error (e.g. `EBADF`) was reported by the underlying system call. (Contributed by Martin Panter in [bpo-26685](https://bugs.python.org/issue26685) \[https://bugs.python.org/issue26685\].)
- The *decode\_data* argument for the [`smtpd.SMTPChannel`](../library/smtpd.xhtml#smtpd.SMTPChannel "smtpd.SMTPChannel") and [`smtpd.SMTPServer`](../library/smtpd.xhtml#smtpd.SMTPServer "smtpd.SMTPServer") constructors is now `False` by default. This means that the argument passed to [`process_message()`](../library/smtpd.xhtml#smtpd.SMTPServer.process_message "smtpd.SMTPServer.process_message") is now a bytes object by default, and `process_message()` will be passed keyword arguments. Code that has already been updated in accordance with the deprecation warning generated by 3.5 will not be affected.
- All optional arguments of the [`dump()`](../library/json.xhtml#json.dump "json.dump"), [`dumps()`](../library/json.xhtml#json.dumps "json.dumps"), [`load()`](../library/json.xhtml#json.load "json.load") and [`loads()`](../library/json.xhtml#json.loads "json.loads") functions and [`JSONEncoder`](../library/json.xhtml#json.JSONEncoder "json.JSONEncoder") and [`JSONDecoder`](../library/json.xhtml#json.JSONDecoder "json.JSONDecoder") class constructors in the [`json`](../library/json.xhtml#module-json "json: Encode and decode the JSON format.") module are now [keyword-only](../glossary.xhtml#keyword-only-parameter). (Contributed by Serhiy Storchaka in [bpo-18726](https://bugs.python.org/issue18726) \[https://bugs.python.org/issue18726\].)
- [`type`](../library/functions.xhtml#type "type") 的子类如果未重载 `type.__new__`,将不再能使用一个参数的形式来获取对象的类型。
- As part of [**PEP 487**](https://www.python.org/dev/peps/pep-0487) \[https://www.python.org/dev/peps/pep-0487\], the handling of keyword arguments passed to [`type`](../library/functions.xhtml#type "type") (other than the metaclass hint, `metaclass`) is now consistently delegated to [`object.__init_subclass__()`](../reference/datamodel.xhtml#object.__init_subclass__ "object.__init_subclass__"). This means that `type.__new__()` and `type.__init__()` both now accept arbitrary keyword arguments, but [`object.__init_subclass__()`](../reference/datamodel.xhtml#object.__init_subclass__ "object.__init_subclass__") (which is called from `type.__new__()`) will reject them by default. Custom metaclasses accepting additional keyword arguments will need to adjust their calls to `type.__new__()` (whether direct or via [`super`](../library/functions.xhtml#super "super")) accordingly.
- In `distutils.command.sdist.sdist`, the `default_format`attribute has been removed and is no longer honored. Instead, the gzipped tarfile format is the default on all platforms and no platform-specific selection is made. In environments where distributions are built on Windows and zip distributions are required, configure the project with a `setup.cfg` file containing the following:
```
[sdist]
formats=zip
```
This behavior has also been backported to earlier Python versions by Setuptools 26.0.0.
- In the [`urllib.request`](../library/urllib.request.xhtml#module-urllib.request "urllib.request: Extensible library for opening URLs.") module and the [`http.client.HTTPConnection.request()`](../library/http.client.xhtml#http.client.HTTPConnection.request "http.client.HTTPConnection.request") method, if no Content-Length header field has been specified and the request body is a file object, it is now sent with HTTP 1.1 chunked encoding. If a file object has to be sent to a HTTP 1.0 server, the Content-Length value now has to be specified by the caller. (Contributed by Demian Brecht and Rolf Krahl with tweaks from Martin Panter in [bpo-12319](https://bugs.python.org/issue12319) \[https://bugs.python.org/issue12319\].)
- The [`DictReader`](../library/csv.xhtml#csv.DictReader "csv.DictReader") now returns rows of type [`OrderedDict`](../library/collections.xhtml#collections.OrderedDict "collections.OrderedDict"). (Contributed by Steve Holden in [bpo-27842](https://bugs.python.org/issue27842) \[https://bugs.python.org/issue27842\].)
- The [`crypt.METHOD_CRYPT`](../library/crypt.xhtml#crypt.METHOD_CRYPT "crypt.METHOD_CRYPT") will no longer be added to `crypt.methods`if unsupported by the platform. (Contributed by Victor Stinner in [bpo-25287](https://bugs.python.org/issue25287) \[https://bugs.python.org/issue25287\].)
- The *verbose* and *rename* arguments for [`namedtuple()`](../library/collections.xhtml#collections.namedtuple "collections.namedtuple") are now keyword-only. (Contributed by Raymond Hettinger in [bpo-25628](https://bugs.python.org/issue25628) \[https://bugs.python.org/issue25628\].)
- On Linux, [`ctypes.util.find_library()`](../library/ctypes.xhtml#ctypes.util.find_library "ctypes.util.find_library") now looks in `LD_LIBRARY_PATH` for shared libraries. (Contributed by Vinay Sajip in [bpo-9998](https://bugs.python.org/issue9998) \[https://bugs.python.org/issue9998\].)
- The [`imaplib.IMAP4`](../library/imaplib.xhtml#imaplib.IMAP4 "imaplib.IMAP4") class now handles flags containing the `']'` character in messages sent from the server to improve real-world compatibility. (Contributed by Lita Cho in [bpo-21815](https://bugs.python.org/issue21815) \[https://bugs.python.org/issue21815\].)
- The `mmap.write()` function now returns the number of bytes written like other write methods. (Contributed by Jakub Stasiak in [bpo-26335](https://bugs.python.org/issue26335) \[https://bugs.python.org/issue26335\].)
- The [`pkgutil.iter_modules()`](../library/pkgutil.xhtml#pkgutil.iter_modules "pkgutil.iter_modules") and [`pkgutil.walk_packages()`](../library/pkgutil.xhtml#pkgutil.walk_packages "pkgutil.walk_packages")functions now return [`ModuleInfo`](../library/pkgutil.xhtml#pkgutil.ModuleInfo "pkgutil.ModuleInfo") named tuples. (Contributed by Ramchandra Apte in [bpo-17211](https://bugs.python.org/issue17211) \[https://bugs.python.org/issue17211\].)
- [`re.sub()`](../library/re.xhtml#re.sub "re.sub") now raises an error for invalid numerical group references in replacement templates even if the pattern is not found in the string. The error message for invalid group references now includes the group index and the position of the reference. (Contributed by SilentGhost, Serhiy Storchaka in [bpo-25953](https://bugs.python.org/issue25953) \[https://bugs.python.org/issue25953\].)
- [`zipfile.ZipFile`](../library/zipfile.xhtml#zipfile.ZipFile "zipfile.ZipFile") will now raise [`NotImplementedError`](../library/exceptions.xhtml#NotImplementedError "NotImplementedError") for unrecognized compression values. Previously a plain [`RuntimeError`](../library/exceptions.xhtml#RuntimeError "RuntimeError")was raised. Additionally, calling [`ZipFile`](../library/zipfile.xhtml#zipfile.ZipFile "zipfile.ZipFile") methods on a closed ZipFile or calling the [`write()`](../library/zipfile.xhtml#zipfile.ZipFile.write "zipfile.ZipFile.write") method on a ZipFile created with mode `'r'` will raise a [`ValueError`](../library/exceptions.xhtml#ValueError "ValueError"). Previously, a [`RuntimeError`](../library/exceptions.xhtml#RuntimeError "RuntimeError") was raised in those scenarios.
- when custom metaclasses are combined with zero-argument [`super()`](../library/functions.xhtml#super "super") or direct references from methods to the implicit `__class__` closure variable, the implicit `__classcell__` namespace entry must now be passed up to `type.__new__` for initialisation. Failing to do so will result in a [`DeprecationWarning`](../library/exceptions.xhtml#DeprecationWarning "DeprecationWarning") in Python 3.6 and a [`RuntimeError`](../library/exceptions.xhtml#RuntimeError "RuntimeError") in Python 3.8.
- With the introduction of [`ModuleNotFoundError`](../library/exceptions.xhtml#ModuleNotFoundError "ModuleNotFoundError"), import system consumers may start expecting import system replacements to raise that more specific exception when appropriate, rather than the less-specific [`ImportError`](../library/exceptions.xhtml#ImportError "ImportError"). To provide future compatibility with such consumers, implementors of alternative import systems that completely replace [`__import__()`](../library/functions.xhtml#__import__ "__import__") will need to update their implementations to raise the new subclass when a module can't be found at all. Implementors of compliant plugins to the default import system shouldn't need to make any changes, as the default import system will raise the new subclass when appropriate.
### C API 中的改变
- The [`PyMem_Malloc()`](../c-api/memory.xhtml#c.PyMem_Malloc "PyMem_Malloc") allocator family now uses the [pymalloc allocator](../c-api/memory.xhtml#pymalloc) rather than the system `malloc()`. Applications calling [`PyMem_Malloc()`](../c-api/memory.xhtml#c.PyMem_Malloc "PyMem_Malloc") without holding the GIL can now crash. Set the [`PYTHONMALLOC`](../using/cmdline.xhtml#envvar-PYTHONMALLOC) environment variable to `debug` to validate the usage of memory allocators in your application. See [bpo-26249](https://bugs.python.org/issue26249) \[https://bugs.python.org/issue26249\].
- [`Py_Exit()`](../c-api/sys.xhtml#c.Py_Exit "Py_Exit") (and the main interpreter) now override the exit status with 120 if flushing buffered data failed. See [bpo-5319](https://bugs.python.org/issue5319) \[https://bugs.python.org/issue5319\].
### CPython 字节码的改变
There have been several major changes to the [bytecode](../glossary.xhtml#term-bytecode) in Python 3.6.
- The Python interpreter now uses a 16-bit wordcode instead of bytecode. (Contributed by Demur Rumed with input and reviews from Serhiy Storchaka and Victor Stinner in [bpo-26647](https://bugs.python.org/issue26647) \[https://bugs.python.org/issue26647\] and [bpo-28050](https://bugs.python.org/issue28050) \[https://bugs.python.org/issue28050\].)
- The new [`FORMAT_VALUE`](../library/dis.xhtml#opcode-FORMAT_VALUE) and [`BUILD_STRING`](../library/dis.xhtml#opcode-BUILD_STRING) opcodes as part of the [formatted string literal](#whatsnew36-pep498) implementation. (Contributed by Eric Smith in [bpo-25483](https://bugs.python.org/issue25483) \[https://bugs.python.org/issue25483\] and Serhiy Storchaka in [bpo-27078](https://bugs.python.org/issue27078) \[https://bugs.python.org/issue27078\].)
- The new [`BUILD_CONST_KEY_MAP`](../library/dis.xhtml#opcode-BUILD_CONST_KEY_MAP) opcode to optimize the creation of dictionaries with constant keys. (Contributed by Serhiy Storchaka in [bpo-27140](https://bugs.python.org/issue27140) \[https://bugs.python.org/issue27140\].)
- The function call opcodes have been heavily reworked for better performance and simpler implementation. The [`MAKE_FUNCTION`](../library/dis.xhtml#opcode-MAKE_FUNCTION), [`CALL_FUNCTION`](../library/dis.xhtml#opcode-CALL_FUNCTION), [`CALL_FUNCTION_KW`](../library/dis.xhtml#opcode-CALL_FUNCTION_KW) and [`BUILD_MAP_UNPACK_WITH_CALL`](../library/dis.xhtml#opcode-BUILD_MAP_UNPACK_WITH_CALL) opcodes have been modified, the new [`CALL_FUNCTION_EX`](../library/dis.xhtml#opcode-CALL_FUNCTION_EX) and [`BUILD_TUPLE_UNPACK_WITH_CALL`](../library/dis.xhtml#opcode-BUILD_TUPLE_UNPACK_WITH_CALL) have been added, and `CALL_FUNCTION_VAR`, `CALL_FUNCTION_VAR_KW` and `MAKE_CLOSURE` opcodes have been removed. (Contributed by Demur Rumed in [bpo-27095](https://bugs.python.org/issue27095) \[https://bugs.python.org/issue27095\], and Serhiy Storchaka in [bpo-27213](https://bugs.python.org/issue27213) \[https://bugs.python.org/issue27213\], [bpo-28257](https://bugs.python.org/issue28257) \[https://bugs.python.org/issue28257\].)
- The new [`SETUP_ANNOTATIONS`](../library/dis.xhtml#opcode-SETUP_ANNOTATIONS) and `STORE_ANNOTATION` opcodes have been added to support the new [variable annotation](../glossary.xhtml#term-variable-annotation) syntax. (Contributed by Ivan Levkivskyi in [bpo-27985](https://bugs.python.org/issue27985) \[https://bugs.python.org/issue27985\].)
## Python 3.6.2 中的重要变化
### New `make regen-all` build target
To simplify cross-compilation, and to ensure that CPython can reliably be compiled without requiring an existing version of Python to already be available, the autotools-based build system no longer attempts to implicitly recompile generated files based on file modification times.
Instead, a new `make regen-all` command has been added to force regeneration of these files when desired (e.g. after an initial version of Python has already been built based on the pregenerated versions).
More selective regeneration targets are also defined - see [Makefile.pre.in](https://github.com/python/cpython/tree/3.7/Makefile.pre.in) \[https://github.com/python/cpython/tree/3.7/Makefile.pre.in\] for details.
(Contributed by Victor Stinner in [bpo-23404](https://bugs.python.org/issue23404) \[https://bugs.python.org/issue23404\].)
3\.6.2 新版功能.
### Removal of `make touch` build target
The `make touch` build target previously used to request implicit regeneration of generated files by updating their modification times has been removed.
It has been replaced by the new `make regen-all` target.
(Contributed by Victor Stinner in [bpo-23404](https://bugs.python.org/issue23404) \[https://bugs.python.org/issue23404\].)
在 3.6.2 版更改.
## Python 3.6.4 中的重要变化
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](https://bugs.python.org/issue22898) \[https://bugs.python.org/issue22898\] and [bpo-30697](https://bugs.python.org/issue30697) \[https://bugs.python.org/issue30697\].)
## Python 3.6.5 中的重要变化
The [`locale.localeconv()`](../library/locale.xhtml#locale.localeconv "locale.localeconv") function now sets temporarily the `LC_CTYPE`locale to the `LC_NUMERIC` locale in some cases. (Contributed by Victor Stinner in [bpo-31900](https://bugs.python.org/issue31900) \[https://bugs.python.org/issue31900\].)
## Python 3.6.7 中的重要变化
In 3.6.7 the [`tokenize`](../library/tokenize.xhtml#module-tokenize "tokenize: Lexical scanner for Python source code.") 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 [bpo-33899](https://bugs.python.org/issue33899) \[https://bugs.python.org/issue33899\].)
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- Python文档内容
- Python 有什么新变化?
- Python 3.7 有什么新变化
- 摘要 - 发布重点
- 新的特性
- 其他语言特性修改
- 新增模块
- 改进的模块
- C API 的改变
- 构建的改变
- 性能优化
- 其他 CPython 实现的改变
- 已弃用的 Python 行为
- 已弃用的 Python 模块、函数和方法
- 已弃用的 C API 函数和类型
- 平台支持的移除
- API 与特性的移除
- 移除的模块
- Windows 专属的改变
- 移植到 Python 3.7
- Python 3.7.1 中的重要变化
- Python 3.7.2 中的重要变化
- Python 3.6 有什么新变化A
- 摘要 - 发布重点
- 新的特性
- 其他语言特性修改
- 新增模块
- 改进的模块
- 性能优化
- Build and C API Changes
- 其他改进
- 弃用
- 移除
- 移植到Python 3.6
- Python 3.6.2 中的重要变化
- Python 3.6.4 中的重要变化
- Python 3.6.5 中的重要变化
- Python 3.6.7 中的重要变化
- Python 3.5 有什么新变化
- 摘要 - 发布重点
- 新的特性
- 其他语言特性修改
- 新增模块
- 改进的模块
- Other module-level changes
- 性能优化
- Build and C API Changes
- 弃用
- 移除
- Porting to Python 3.5
- Notable changes in Python 3.5.4
- What's New In Python 3.4
- 摘要 - 发布重点
- 新的特性
- 新增模块
- 改进的模块
- CPython Implementation Changes
- 弃用
- 移除
- Porting to Python 3.4
- Changed in 3.4.3
- What's New In Python 3.3
- 摘要 - 发布重点
- PEP 405: Virtual Environments
- PEP 420: Implicit Namespace Packages
- PEP 3118: New memoryview implementation and buffer protocol documentation
- PEP 393: Flexible String Representation
- PEP 397: Python Launcher for Windows
- PEP 3151: Reworking the OS and IO exception hierarchy
- PEP 380: Syntax for Delegating to a Subgenerator
- PEP 409: Suppressing exception context
- PEP 414: Explicit Unicode literals
- PEP 3155: Qualified name for classes and functions
- PEP 412: Key-Sharing Dictionary
- PEP 362: Function Signature Object
- PEP 421: Adding sys.implementation
- Using importlib as the Implementation of Import
- 其他语言特性修改
- A Finer-Grained Import Lock
- Builtin functions and types
- 新增模块
- 改进的模块
- 性能优化
- Build and C API Changes
- 弃用
- Porting to Python 3.3
- What's New In Python 3.2
- PEP 384: Defining a Stable ABI
- PEP 389: Argparse Command Line Parsing Module
- PEP 391: Dictionary Based Configuration for Logging
- PEP 3148: The concurrent.futures module
- PEP 3147: PYC Repository Directories
- PEP 3149: ABI Version Tagged .so Files
- PEP 3333: Python Web Server Gateway Interface v1.0.1
- 其他语言特性修改
- New, Improved, and Deprecated Modules
- 多线程
- 性能优化
- Unicode
- Codecs
- 文档
- IDLE
- Code Repository
- Build and C API Changes
- Porting to Python 3.2
- What's New In Python 3.1
- PEP 372: Ordered Dictionaries
- PEP 378: Format Specifier for Thousands Separator
- 其他语言特性修改
- New, Improved, and Deprecated Modules
- 性能优化
- IDLE
- Build and C API Changes
- Porting to Python 3.1
- What's New In Python 3.0
- Common Stumbling Blocks
- Overview Of Syntax Changes
- Changes Already Present In Python 2.6
- Library Changes
- PEP 3101: A New Approach To String Formatting
- Changes To Exceptions
- Miscellaneous Other Changes
- Build and C API Changes
- 性能
- Porting To Python 3.0
- What's New in Python 2.7
- The Future for Python 2.x
- Changes to the Handling of Deprecation Warnings
- Python 3.1 Features
- PEP 372: Adding an Ordered Dictionary to collections
- PEP 378: Format Specifier for Thousands Separator
- PEP 389: The argparse Module for Parsing Command Lines
- PEP 391: Dictionary-Based Configuration For Logging
- PEP 3106: Dictionary Views
- PEP 3137: The memoryview Object
- 其他语言特性修改
- New and Improved Modules
- Build and C API Changes
- Other Changes and Fixes
- Porting to Python 2.7
- New Features Added to Python 2.7 Maintenance Releases
- Acknowledgements
- Python 2.6 有什么新变化
- Python 3.0
- Changes to the Development Process
- PEP 343: The 'with' statement
- PEP 366: Explicit Relative Imports From a Main Module
- PEP 370: Per-user site-packages Directory
- PEP 371: The multiprocessing Package
- PEP 3101: Advanced String Formatting
- PEP 3105: print As a Function
- PEP 3110: Exception-Handling Changes
- PEP 3112: Byte Literals
- PEP 3116: New I/O Library
- PEP 3118: Revised Buffer Protocol
- PEP 3119: Abstract Base Classes
- PEP 3127: Integer Literal Support and Syntax
- PEP 3129: Class Decorators
- PEP 3141: A Type Hierarchy for Numbers
- 其他语言特性修改
- New and Improved Modules
- Deprecations and Removals
- Build and C API Changes
- Porting to Python 2.6
- Acknowledgements
- What's New in Python 2.5
- PEP 308: Conditional Expressions
- PEP 309: Partial Function Application
- PEP 314: Metadata for Python Software Packages v1.1
- PEP 328: Absolute and Relative Imports
- PEP 338: Executing Modules as Scripts
- PEP 341: Unified try/except/finally
- PEP 342: New Generator Features
- PEP 343: The 'with' statement
- PEP 352: Exceptions as New-Style Classes
- PEP 353: Using ssize_t as the index type
- PEP 357: The 'index' method
- 其他语言特性修改
- New, Improved, and Removed Modules
- Build and C API Changes
- Porting to Python 2.5
- Acknowledgements
- What's New in Python 2.4
- PEP 218: Built-In Set Objects
- PEP 237: Unifying Long Integers and Integers
- PEP 289: Generator Expressions
- PEP 292: Simpler String Substitutions
- PEP 318: Decorators for Functions and Methods
- PEP 322: Reverse Iteration
- PEP 324: New subprocess Module
- PEP 327: Decimal Data Type
- PEP 328: Multi-line Imports
- PEP 331: Locale-Independent Float/String Conversions
- 其他语言特性修改
- New, Improved, and Deprecated Modules
- Build and C API Changes
- Porting to Python 2.4
- Acknowledgements
- What's New in Python 2.3
- PEP 218: A Standard Set Datatype
- PEP 255: Simple Generators
- PEP 263: Source Code Encodings
- PEP 273: Importing Modules from ZIP Archives
- PEP 277: Unicode file name support for Windows NT
- PEP 278: Universal Newline Support
- PEP 279: enumerate()
- PEP 282: The logging Package
- PEP 285: A Boolean Type
- PEP 293: Codec Error Handling Callbacks
- PEP 301: Package Index and Metadata for Distutils
- PEP 302: New Import Hooks
- PEP 305: Comma-separated Files
- PEP 307: Pickle Enhancements
- Extended Slices
- 其他语言特性修改
- New, Improved, and Deprecated Modules
- Pymalloc: A Specialized Object Allocator
- Build and C API Changes
- Other Changes and Fixes
- Porting to Python 2.3
- Acknowledgements
- What's New in Python 2.2
- 概述
- PEPs 252 and 253: Type and Class Changes
- PEP 234: Iterators
- PEP 255: Simple Generators
- PEP 237: Unifying Long Integers and Integers
- PEP 238: Changing the Division Operator
- Unicode Changes
- PEP 227: Nested Scopes
- New and Improved Modules
- Interpreter Changes and Fixes
- Other Changes and Fixes
- Acknowledgements
- What's New in Python 2.1
- 概述
- PEP 227: Nested Scopes
- PEP 236: future Directives
- PEP 207: Rich Comparisons
- PEP 230: Warning Framework
- PEP 229: New Build System
- PEP 205: Weak References
- PEP 232: Function Attributes
- PEP 235: Importing Modules on Case-Insensitive Platforms
- PEP 217: Interactive Display Hook
- PEP 208: New Coercion Model
- PEP 241: Metadata in Python Packages
- New and Improved Modules
- Other Changes and Fixes
- Acknowledgements
- What's New in Python 2.0
- 概述
- What About Python 1.6?
- New Development Process
- Unicode
- 列表推导式
- Augmented Assignment
- 字符串的方法
- Garbage Collection of Cycles
- Other Core Changes
- Porting to 2.0
- Extending/Embedding Changes
- Distutils: Making Modules Easy to Install
- XML Modules
- Module changes
- New modules
- IDLE Improvements
- Deleted and Deprecated Modules
- Acknowledgements
- 更新日志
- Python 下一版
- Python 3.7.3 最终版
- Python 3.7.3 发布候选版 1
- Python 3.7.2 最终版
- Python 3.7.2 发布候选版 1
- Python 3.7.1 最终版
- Python 3.7.1 RC 2版本
- Python 3.7.1 发布候选版 1
- Python 3.7.0 正式版
- Python 3.7.0 release candidate 1
- Python 3.7.0 beta 5
- Python 3.7.0 beta 4
- Python 3.7.0 beta 3
- Python 3.7.0 beta 2
- Python 3.7.0 beta 1
- Python 3.7.0 alpha 4
- Python 3.7.0 alpha 3
- Python 3.7.0 alpha 2
- Python 3.7.0 alpha 1
- Python 3.6.6 final
- Python 3.6.6 RC 1
- Python 3.6.5 final
- Python 3.6.5 release candidate 1
- Python 3.6.4 final
- Python 3.6.4 release candidate 1
- Python 3.6.3 final
- Python 3.6.3 release candidate 1
- Python 3.6.2 final
- Python 3.6.2 release candidate 2
- Python 3.6.2 release candidate 1
- Python 3.6.1 final
- Python 3.6.1 release candidate 1
- Python 3.6.0 final
- Python 3.6.0 release candidate 2
- Python 3.6.0 release candidate 1
- Python 3.6.0 beta 4
- Python 3.6.0 beta 3
- Python 3.6.0 beta 2
- Python 3.6.0 beta 1
- Python 3.6.0 alpha 4
- Python 3.6.0 alpha 3
- Python 3.6.0 alpha 2
- Python 3.6.0 alpha 1
- Python 3.5.5 final
- Python 3.5.5 release candidate 1
- Python 3.5.4 final
- Python 3.5.4 release candidate 1
- Python 3.5.3 final
- Python 3.5.3 release candidate 1
- Python 3.5.2 final
- Python 3.5.2 release candidate 1
- Python 3.5.1 final
- Python 3.5.1 release candidate 1
- Python 3.5.0 final
- Python 3.5.0 release candidate 4
- Python 3.5.0 release candidate 3
- Python 3.5.0 release candidate 2
- Python 3.5.0 release candidate 1
- Python 3.5.0 beta 4
- Python 3.5.0 beta 3
- Python 3.5.0 beta 2
- Python 3.5.0 beta 1
- Python 3.5.0 alpha 4
- Python 3.5.0 alpha 3
- Python 3.5.0 alpha 2
- Python 3.5.0 alpha 1
- Python 教程
- 课前甜点
- 使用 Python 解释器
- 调用解释器
- 解释器的运行环境
- Python 的非正式介绍
- Python 作为计算器使用
- 走向编程的第一步
- 其他流程控制工具
- if 语句
- for 语句
- range() 函数
- break 和 continue 语句,以及循环中的 else 子句
- pass 语句
- 定义函数
- 函数定义的更多形式
- 小插曲:编码风格
- 数据结构
- 列表的更多特性
- del 语句
- 元组和序列
- 集合
- 字典
- 循环的技巧
- 深入条件控制
- 序列和其它类型的比较
- 模块
- 有关模块的更多信息
- 标准模块
- dir() 函数
- 包
- 输入输出
- 更漂亮的输出格式
- 读写文件
- 错误和异常
- 语法错误
- 异常
- 处理异常
- 抛出异常
- 用户自定义异常
- 定义清理操作
- 预定义的清理操作
- 类
- 名称和对象
- Python 作用域和命名空间
- 初探类
- 补充说明
- 继承
- 私有变量
- 杂项说明
- 迭代器
- 生成器
- 生成器表达式
- 标准库简介
- 操作系统接口
- 文件通配符
- 命令行参数
- 错误输出重定向和程序终止
- 字符串模式匹配
- 数学
- 互联网访问
- 日期和时间
- 数据压缩
- 性能测量
- 质量控制
- 自带电池
- 标准库简介 —— 第二部分
- 格式化输出
- 模板
- 使用二进制数据记录格式
- 多线程
- 日志
- 弱引用
- 用于操作列表的工具
- 十进制浮点运算
- 虚拟环境和包
- 概述
- 创建虚拟环境
- 使用pip管理包
- 接下来?
- 交互式编辑和编辑历史
- Tab 补全和编辑历史
- 默认交互式解释器的替代品
- 浮点算术:争议和限制
- 表示性错误
- 附录
- 交互模式
- 安装和使用 Python
- 命令行与环境
- 命令行
- 环境变量
- 在Unix平台中使用Python
- 获取最新版本的Python
- 构建Python
- 与Python相关的路径和文件
- 杂项
- 编辑器和集成开发环境
- 在Windows上使用 Python
- 完整安装程序
- Microsoft Store包
- nuget.org 安装包
- 可嵌入的包
- 替代捆绑包
- 配置Python
- 适用于Windows的Python启动器
- 查找模块
- 附加模块
- 在Windows上编译Python
- 其他平台
- 在苹果系统上使用 Python
- 获取和安装 MacPython
- IDE
- 安装额外的 Python 包
- Mac 上的图形界面编程
- 在 Mac 上分发 Python 应用程序
- 其他资源
- Python 语言参考
- 概述
- 其他实现
- 标注
- 词法分析
- 行结构
- 其他形符
- 标识符和关键字
- 字面值
- 运算符
- 分隔符
- 数据模型
- 对象、值与类型
- 标准类型层级结构
- 特殊方法名称
- 协程
- 执行模型
- 程序的结构
- 命名与绑定
- 异常
- 导入系统
- importlib
- 包
- 搜索
- 加载
- 基于路径的查找器
- 替换标准导入系统
- Package Relative Imports
- 有关 main 的特殊事项
- 开放问题项
- 参考文献
- 表达式
- 算术转换
- 原子
- 原型
- await 表达式
- 幂运算符
- 一元算术和位运算
- 二元算术运算符
- 移位运算
- 二元位运算
- 比较运算
- 布尔运算
- 条件表达式
- lambda 表达式
- 表达式列表
- 求值顺序
- 运算符优先级
- 简单语句
- 表达式语句
- 赋值语句
- assert 语句
- pass 语句
- del 语句
- return 语句
- yield 语句
- raise 语句
- break 语句
- continue 语句
- import 语句
- global 语句
- nonlocal 语句
- 复合语句
- if 语句
- while 语句
- for 语句
- try 语句
- with 语句
- 函数定义
- 类定义
- 协程
- 最高层级组件
- 完整的 Python 程序
- 文件输入
- 交互式输入
- 表达式输入
- 完整的语法规范
- Python 标准库
- 概述
- 可用性注释
- 内置函数
- 内置常量
- 由 site 模块添加的常量
- 内置类型
- 逻辑值检测
- 布尔运算 — and, or, not
- 比较
- 数字类型 — int, float, complex
- 迭代器类型
- 序列类型 — list, tuple, range
- 文本序列类型 — str
- 二进制序列类型 — bytes, bytearray, memoryview
- 集合类型 — set, frozenset
- 映射类型 — dict
- 上下文管理器类型
- 其他内置类型
- 特殊属性
- 内置异常
- 基类
- 具体异常
- 警告
- 异常层次结构
- 文本处理服务
- string — 常见的字符串操作
- re — 正则表达式操作
- 模块 difflib 是一个计算差异的助手
- textwrap — Text wrapping and filling
- unicodedata — Unicode 数据库
- stringprep — Internet String Preparation
- readline — GNU readline interface
- rlcompleter — GNU readline的完成函数
- 二进制数据服务
- struct — Interpret bytes as packed binary data
- codecs — Codec registry and base classes
- 数据类型
- datetime — 基础日期/时间数据类型
- calendar — General calendar-related functions
- collections — 容器数据类型
- collections.abc — 容器的抽象基类
- heapq — 堆队列算法
- bisect — Array bisection algorithm
- array — Efficient arrays of numeric values
- weakref — 弱引用
- types — Dynamic type creation and names for built-in types
- copy — 浅层 (shallow) 和深层 (deep) 复制操作
- pprint — 数据美化输出
- reprlib — Alternate repr() implementation
- enum — Support for enumerations
- 数字和数学模块
- numbers — 数字的抽象基类
- math — 数学函数
- cmath — Mathematical functions for complex numbers
- decimal — 十进制定点和浮点运算
- fractions — 分数
- random — 生成伪随机数
- statistics — Mathematical statistics functions
- 函数式编程模块
- itertools — 为高效循环而创建迭代器的函数
- functools — 高阶函数和可调用对象上的操作
- operator — 标准运算符替代函数
- 文件和目录访问
- pathlib — 面向对象的文件系统路径
- os.path — 常见路径操作
- fileinput — Iterate over lines from multiple input streams
- stat — Interpreting stat() results
- filecmp — File and Directory Comparisons
- tempfile — Generate temporary files and directories
- glob — Unix style pathname pattern expansion
- fnmatch — Unix filename pattern matching
- linecache — Random access to text lines
- shutil — High-level file operations
- macpath — Mac OS 9 路径操作函数
- 数据持久化
- pickle —— Python 对象序列化
- copyreg — Register pickle support functions
- shelve — Python object persistence
- marshal — Internal Python object serialization
- dbm — Interfaces to Unix “databases”
- sqlite3 — SQLite 数据库 DB-API 2.0 接口模块
- 数据压缩和存档
- zlib — 与 gzip 兼容的压缩
- gzip — 对 gzip 格式的支持
- bz2 — 对 bzip2 压缩算法的支持
- lzma — 用 LZMA 算法压缩
- zipfile — 在 ZIP 归档中工作
- tarfile — Read and write tar archive files
- 文件格式
- csv — CSV 文件读写
- configparser — Configuration file parser
- netrc — netrc file processing
- xdrlib — Encode and decode XDR data
- plistlib — Generate and parse Mac OS X .plist files
- 加密服务
- hashlib — 安全哈希与消息摘要
- hmac — 基于密钥的消息验证
- secrets — Generate secure random numbers for managing secrets
- 通用操作系统服务
- os — 操作系统接口模块
- io — 处理流的核心工具
- time — 时间的访问和转换
- argparse — 命令行选项、参数和子命令解析器
- getopt — C-style parser for command line options
- 模块 logging — Python 的日志记录工具
- logging.config — 日志记录配置
- logging.handlers — Logging handlers
- getpass — 便携式密码输入工具
- curses — 终端字符单元显示的处理
- curses.textpad — Text input widget for curses programs
- curses.ascii — Utilities for ASCII characters
- curses.panel — A panel stack extension for curses
- platform — Access to underlying platform's identifying data
- errno — Standard errno system symbols
- ctypes — Python 的外部函数库
- 并发执行
- threading — 基于线程的并行
- multiprocessing — 基于进程的并行
- concurrent 包
- concurrent.futures — 启动并行任务
- subprocess — 子进程管理
- sched — 事件调度器
- queue — 一个同步的队列类
- _thread — 底层多线程 API
- _dummy_thread — _thread 的替代模块
- dummy_threading — 可直接替代 threading 模块。
- contextvars — Context Variables
- Context Variables
- Manual Context Management
- asyncio support
- 网络和进程间通信
- asyncio — 异步 I/O
- socket — 底层网络接口
- ssl — TLS/SSL wrapper for socket objects
- select — Waiting for I/O completion
- selectors — 高级 I/O 复用库
- asyncore — 异步socket处理器
- asynchat — 异步 socket 指令/响应 处理器
- signal — Set handlers for asynchronous events
- mmap — Memory-mapped file support
- 互联网数据处理
- email — 电子邮件与 MIME 处理包
- json — JSON 编码和解码器
- mailcap — Mailcap file handling
- mailbox — Manipulate mailboxes in various formats
- mimetypes — Map filenames to MIME types
- base64 — Base16, Base32, Base64, Base85 数据编码
- binhex — 对binhex4文件进行编码和解码
- binascii — 二进制和 ASCII 码互转
- quopri — Encode and decode MIME quoted-printable data
- uu — Encode and decode uuencode files
- 结构化标记处理工具
- html — 超文本标记语言支持
- html.parser — 简单的 HTML 和 XHTML 解析器
- html.entities — HTML 一般实体的定义
- XML处理模块
- xml.etree.ElementTree — The ElementTree XML API
- xml.dom — The Document Object Model API
- xml.dom.minidom — Minimal DOM implementation
- xml.dom.pulldom — Support for building partial DOM trees
- xml.sax — Support for SAX2 parsers
- xml.sax.handler — Base classes for SAX handlers
- xml.sax.saxutils — SAX Utilities
- xml.sax.xmlreader — Interface for XML parsers
- xml.parsers.expat — Fast XML parsing using Expat
- 互联网协议和支持
- webbrowser — 方便的Web浏览器控制器
- cgi — Common Gateway Interface support
- cgitb — Traceback manager for CGI scripts
- wsgiref — WSGI Utilities and Reference Implementation
- urllib — URL 处理模块
- urllib.request — 用于打开 URL 的可扩展库
- urllib.response — Response classes used by urllib
- urllib.parse — Parse URLs into components
- urllib.error — Exception classes raised by urllib.request
- urllib.robotparser — Parser for robots.txt
- http — HTTP 模块
- http.client — HTTP协议客户端
- ftplib — FTP protocol client
- poplib — POP3 protocol client
- imaplib — IMAP4 protocol client
- nntplib — NNTP protocol client
- smtplib —SMTP协议客户端
- smtpd — SMTP Server
- telnetlib — Telnet client
- uuid — UUID objects according to RFC 4122
- socketserver — A framework for network servers
- http.server — HTTP 服务器
- http.cookies — HTTP state management
- http.cookiejar — Cookie handling for HTTP clients
- xmlrpc — XMLRPC 服务端与客户端模块
- xmlrpc.client — XML-RPC client access
- xmlrpc.server — Basic XML-RPC servers
- ipaddress — IPv4/IPv6 manipulation library
- 多媒体服务
- audioop — Manipulate raw audio data
- aifc — Read and write AIFF and AIFC files
- sunau — 读写 Sun AU 文件
- wave — 读写WAV格式文件
- chunk — Read IFF chunked data
- colorsys — Conversions between color systems
- imghdr — 推测图像类型
- sndhdr — 推测声音文件的类型
- ossaudiodev — Access to OSS-compatible audio devices
- 国际化
- gettext — 多语种国际化服务
- locale — 国际化服务
- 程序框架
- turtle — 海龟绘图
- cmd — 支持面向行的命令解释器
- shlex — Simple lexical analysis
- Tk图形用户界面(GUI)
- tkinter — Tcl/Tk的Python接口
- tkinter.ttk — Tk themed widgets
- tkinter.tix — Extension widgets for Tk
- tkinter.scrolledtext — 滚动文字控件
- IDLE
- 其他图形用户界面(GUI)包
- 开发工具
- typing — 类型标注支持
- pydoc — Documentation generator and online help system
- doctest — Test interactive Python examples
- unittest — 单元测试框架
- unittest.mock — mock object library
- unittest.mock 上手指南
- 2to3 - 自动将 Python 2 代码转为 Python 3 代码
- test — Regression tests package for Python
- test.support — Utilities for the Python test suite
- test.support.script_helper — Utilities for the Python execution tests
- 调试和分析
- bdb — Debugger framework
- faulthandler — Dump the Python traceback
- pdb — The Python Debugger
- The Python Profilers
- timeit — 测量小代码片段的执行时间
- trace — Trace or track Python statement execution
- tracemalloc — Trace memory allocations
- 软件打包和分发
- distutils — 构建和安装 Python 模块
- ensurepip — Bootstrapping the pip installer
- venv — 创建虚拟环境
- zipapp — Manage executable Python zip archives
- Python运行时服务
- sys — 系统相关的参数和函数
- sysconfig — Provide access to Python's configuration information
- builtins — 内建对象
- main — 顶层脚本环境
- warnings — Warning control
- dataclasses — 数据类
- contextlib — Utilities for with-statement contexts
- abc — 抽象基类
- atexit — 退出处理器
- traceback — Print or retrieve a stack traceback
- future — Future 语句定义
- gc — 垃圾回收器接口
- inspect — 检查对象
- site — Site-specific configuration hook
- 自定义 Python 解释器
- code — Interpreter base classes
- codeop — Compile Python code
- 导入模块
- zipimport — Import modules from Zip archives
- pkgutil — Package extension utility
- modulefinder — 查找脚本使用的模块
- runpy — Locating and executing Python modules
- importlib — The implementation of import
- Python 语言服务
- parser — Access Python parse trees
- ast — 抽象语法树
- symtable — Access to the compiler's symbol tables
- symbol — 与 Python 解析树一起使用的常量
- token — 与Python解析树一起使用的常量
- keyword — 检验Python关键字
- tokenize — Tokenizer for Python source
- tabnanny — 模糊缩进检测
- pyclbr — Python class browser support
- py_compile — Compile Python source files
- compileall — Byte-compile Python libraries
- dis — Python 字节码反汇编器
- pickletools — Tools for pickle developers
- 杂项服务
- formatter — Generic output formatting
- Windows系统相关模块
- msilib — Read and write Microsoft Installer files
- msvcrt — Useful routines from the MS VC++ runtime
- winreg — Windows 注册表访问
- winsound — Sound-playing interface for Windows
- Unix 专有服务
- posix — The most common POSIX system calls
- pwd — 用户密码数据库
- spwd — The shadow password database
- grp — The group database
- crypt — Function to check Unix passwords
- termios — POSIX style tty control
- tty — 终端控制功能
- pty — Pseudo-terminal utilities
- fcntl — The fcntl and ioctl system calls
- pipes — Interface to shell pipelines
- resource — Resource usage information
- nis — Interface to Sun's NIS (Yellow Pages)
- Unix syslog 库例程
- 被取代的模块
- optparse — Parser for command line options
- imp — Access the import internals
- 未创建文档的模块
- 平台特定模块
- 扩展和嵌入 Python 解释器
- 推荐的第三方工具
- 不使用第三方工具创建扩展
- 使用 C 或 C++ 扩展 Python
- 自定义扩展类型:教程
- 定义扩展类型:已分类主题
- 构建C/C++扩展
- 在Windows平台编译C和C++扩展
- 在更大的应用程序中嵌入 CPython 运行时
- Embedding Python in Another Application
- Python/C API 参考手册
- 概述
- 代码标准
- 包含文件
- 有用的宏
- 对象、类型和引用计数
- 异常
- 嵌入Python
- 调试构建
- 稳定的应用程序二进制接口
- The Very High Level Layer
- Reference Counting
- 异常处理
- Printing and clearing
- 抛出异常
- Issuing warnings
- Querying the error indicator
- Signal Handling
- Exception Classes
- Exception Objects
- Unicode Exception Objects
- Recursion Control
- 标准异常
- 标准警告类别
- 工具
- 操作系统实用程序
- 系统功能
- 过程控制
- 导入模块
- Data marshalling support
- 语句解释及变量编译
- 字符串转换与格式化
- 反射
- 编解码器注册与支持功能
- 抽象对象层
- Object Protocol
- 数字协议
- Sequence Protocol
- Mapping Protocol
- 迭代器协议
- 缓冲协议
- Old Buffer Protocol
- 具体的对象层
- 基本对象
- 数值对象
- 序列对象
- 容器对象
- 函数对象
- 其他对象
- Initialization, Finalization, and Threads
- 在Python初始化之前
- 全局配置变量
- Initializing and finalizing the interpreter
- Process-wide parameters
- Thread State and the Global Interpreter Lock
- Sub-interpreter support
- Asynchronous Notifications
- Profiling and Tracing
- Advanced Debugger Support
- Thread Local Storage Support
- 内存管理
- 概述
- 原始内存接口
- Memory Interface
- 对象分配器
- 默认内存分配器
- Customize Memory Allocators
- The pymalloc allocator
- tracemalloc C API
- 示例
- 对象实现支持
- 在堆中分配对象
- Common Object Structures
- Type 对象
- Number Object Structures
- Mapping Object Structures
- Sequence Object Structures
- Buffer Object Structures
- Async Object Structures
- 使对象类型支持循环垃圾回收
- API 和 ABI 版本管理
- 分发 Python 模块
- 关键术语
- 开源许可与协作
- 安装工具
- 阅读指南
- 我该如何...?
- ...为我的项目选择一个名字?
- ...创建和分发二进制扩展?
- 安装 Python 模块
- 关键术语
- 基本使用
- 我应如何 ...?
- ... 在 Python 3.4 之前的 Python 版本中安装 pip ?
- ... 只为当前用户安装软件包?
- ... 安装科学计算类 Python 软件包?
- ... 使用并行安装的多个 Python 版本?
- 常见的安装问题
- 在 Linux 的系统 Python 版本上安装
- 未安装 pip
- 安装二进制编译扩展
- Python 常用指引
- 将 Python 2 代码迁移到 Python 3
- 简要说明
- 详情
- 将扩展模块移植到 Python 3
- 条件编译
- 对象API的更改
- 模块初始化和状态
- CObject 替换为 Capsule
- 其他选项
- Curses Programming with Python
- What is curses?
- Starting and ending a curses application
- Windows and Pads
- Displaying Text
- User Input
- For More Information
- 实现描述器
- 摘要
- 定义和简介
- 描述器协议
- 发起调用描述符
- 描述符示例
- Properties
- 函数和方法
- Static Methods and Class Methods
- 函数式编程指引
- 概述
- 迭代器
- 生成器表达式和列表推导式
- 生成器
- 内置函数
- itertools 模块
- The functools module
- Small functions and the lambda expression
- Revision History and Acknowledgements
- 引用文献
- 日志 HOWTO
- 日志基础教程
- 进阶日志教程
- 日志级别
- 有用的处理程序
- 记录日志中引发的异常
- 使用任意对象作为消息
- 优化
- 日志操作手册
- 在多个模块中使用日志
- 在多线程中使用日志
- 使用多个日志处理器和多种格式化
- 在多个地方记录日志
- 日志服务器配置示例
- 处理日志处理器的阻塞
- Sending and receiving logging events across a network
- Adding contextual information to your logging output
- Logging to a single file from multiple processes
- Using file rotation
- Use of alternative formatting styles
- Customizing LogRecord
- Subclassing QueueHandler - a ZeroMQ example
- Subclassing QueueListener - a ZeroMQ example
- An example dictionary-based configuration
- Using a rotator and namer to customize log rotation processing
- A more elaborate multiprocessing example
- Inserting a BOM into messages sent to a SysLogHandler
- Implementing structured logging
- Customizing handlers with dictConfig()
- Using particular formatting styles throughout your application
- Configuring filters with dictConfig()
- Customized exception formatting
- Speaking logging messages
- Buffering logging messages and outputting them conditionally
- Formatting times using UTC (GMT) via configuration
- Using a context manager for selective logging
- 正则表达式HOWTO
- 概述
- 简单模式
- 使用正则表达式
- 更多模式能力
- 修改字符串
- 常见问题
- 反馈
- 套接字编程指南
- 套接字
- 创建套接字
- 使用一个套接字
- 断开连接
- 非阻塞的套接字
- 排序指南
- 基本排序
- 关键函数
- Operator 模块函数
- 升序和降序
- 排序稳定性和排序复杂度
- 使用装饰-排序-去装饰的旧方法
- 使用 cmp 参数的旧方法
- 其它
- Unicode 指南
- Unicode 概述
- Python's Unicode Support
- Reading and Writing Unicode Data
- Acknowledgements
- 如何使用urllib包获取网络资源
- 概述
- Fetching URLs
- 处理异常
- info and geturl
- Openers and Handlers
- Basic Authentication
- Proxies
- Sockets and Layers
- 脚注
- Argparse 教程
- 概念
- 基础
- 位置参数介绍
- Introducing Optional arguments
- Combining Positional and Optional arguments
- Getting a little more advanced
- Conclusion
- ipaddress模块介绍
- 创建 Address/Network/Interface 对象
- 审查 Address/Network/Interface 对象
- Network 作为 Address 列表
- 比较
- 将IP地址与其他模块一起使用
- 实例创建失败时获取更多详细信息
- Argument Clinic How-To
- The Goals Of Argument Clinic
- Basic Concepts And Usage
- Converting Your First Function
- Advanced Topics
- 使用 DTrace 和 SystemTap 检测CPython
- Enabling the static markers
- Static DTrace probes
- Static SystemTap markers
- Available static markers
- SystemTap Tapsets
- 示例
- Python 常见问题
- Python常见问题
- 一般信息
- 现实世界中的 Python
- 编程常见问题
- 一般问题
- 核心语言
- 数字和字符串
- 性能
- 序列(元组/列表)
- 对象
- 模块
- 设计和历史常见问题
- 为什么Python使用缩进来分组语句?
- 为什么简单的算术运算得到奇怪的结果?
- 为什么浮点计算不准确?
- 为什么Python字符串是不可变的?
- 为什么必须在方法定义和调用中显式使用“self”?
- 为什么不能在表达式中赋值?
- 为什么Python对某些功能(例如list.index())使用方法来实现,而其他功能(例如len(List))使用函数实现?
- 为什么 join()是一个字符串方法而不是列表或元组方法?
- 异常有多快?
- 为什么Python中没有switch或case语句?
- 难道不能在解释器中模拟线程,而非得依赖特定于操作系统的线程实现吗?
- 为什么lambda表达式不能包含语句?
- 可以将Python编译为机器代码,C或其他语言吗?
- Python如何管理内存?
- 为什么CPython不使用更传统的垃圾回收方案?
- CPython退出时为什么不释放所有内存?
- 为什么有单独的元组和列表数据类型?
- 列表是如何在CPython中实现的?
- 字典是如何在CPython中实现的?
- 为什么字典key必须是不可变的?
- 为什么 list.sort() 没有返回排序列表?
- 如何在Python中指定和实施接口规范?
- 为什么没有goto?
- 为什么原始字符串(r-strings)不能以反斜杠结尾?
- 为什么Python没有属性赋值的“with”语句?
- 为什么 if/while/def/class语句需要冒号?
- 为什么Python在列表和元组的末尾允许使用逗号?
- 代码库和插件 FAQ
- 通用的代码库问题
- 通用任务
- 线程相关
- 输入输出
- 网络 / Internet 编程
- 数据库
- 数学和数字
- 扩展/嵌入常见问题
- 可以使用C语言中创建自己的函数吗?
- 可以使用C++语言中创建自己的函数吗?
- C很难写,有没有其他选择?
- 如何从C执行任意Python语句?
- 如何从C中评估任意Python表达式?
- 如何从Python对象中提取C的值?
- 如何使用Py_BuildValue()创建任意长度的元组?
- 如何从C调用对象的方法?
- 如何捕获PyErr_Print()(或打印到stdout / stderr的任何内容)的输出?
- 如何从C访问用Python编写的模块?
- 如何从Python接口到C ++对象?
- 我使用Setup文件添加了一个模块,为什么make失败了?
- 如何调试扩展?
- 我想在Linux系统上编译一个Python模块,但是缺少一些文件。为什么?
- 如何区分“输入不完整”和“输入无效”?
- 如何找到未定义的g++符号__builtin_new或__pure_virtual?
- 能否创建一个对象类,其中部分方法在C中实现,而其他方法在Python中实现(例如通过继承)?
- Python在Windows上的常见问题
- 我怎样在Windows下运行一个Python程序?
- 我怎么让 Python 脚本可执行?
- 为什么有时候 Python 程序会启动缓慢?
- 我怎样使用Python脚本制作可执行文件?
- *.pyd 文件和DLL文件相同吗?
- 我怎样将Python嵌入一个Windows程序?
- 如何让编辑器不要在我的 Python 源代码中插入 tab ?
- 如何在不阻塞的情况下检查按键?
- 图形用户界面(GUI)常见问题
- 图形界面常见问题
- Python 是否有平台无关的图形界面工具包?
- 有哪些Python的GUI工具是某个平台专用的?
- 有关Tkinter的问题
- “为什么我的电脑上安装了 Python ?”
- 什么是Python?
- 为什么我的电脑上安装了 Python ?
- 我能删除 Python 吗?
- 术语对照表
- 文档说明
- Python 文档贡献者
- 解决 Bug
- 文档错误
- 使用 Python 的错误追踪系统
- 开始为 Python 贡献您的知识
- 版权
- 历史和许可证
- 软件历史
- 访问Python或以其他方式使用Python的条款和条件
- Python 3.7.3 的 PSF 许可协议
- Python 2.0 的 BeOpen.com 许可协议
- Python 1.6.1 的 CNRI 许可协议
- Python 0.9.0 至 1.2 的 CWI 许可协议
- 集成软件的许可和认可
- Mersenne Twister
- 套接字
- Asynchronous socket services
- Cookie management
- Execution tracing
- UUencode and UUdecode functions
- XML Remote Procedure Calls
- test_epoll
- Select kqueue
- SipHash24
- strtod and dtoa
- OpenSSL
- expat
- libffi
- zlib
- cfuhash
- libmpdec