bpo-37759: First round of major edits to Whatsnew 3.8 (GH-15127)
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@ -42,21 +42,25 @@
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This saves the maintainer the effort of going through the Mercurial log
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when researching a change.
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This article explains the new features in Python 3.8, compared to 3.7.
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:Editor: Raymond Hettinger
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This article explains the new features in Python 3.8, compared to 3.7.
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For full details, see the :ref:`changelog <changelog>`.
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.. note::
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Prerelease users should be aware that this document is currently in draft
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form. It will be updated substantially as Python 3.8 moves towards release,
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so it's worth checking back even after reading earlier versions.
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Some notable items not yet covered here:
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Prerelease users should be aware that this document is currently in
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draft form. It will be updated as Python 3.8 moves towards release, so
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it's worth checking back even after reading earlier versions. Some
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notable items not yet covered are:
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* :pep:`578` - Runtime audit hooks for potentially sensitive operations
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* ``python -m asyncio`` runs a natively async REPL
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* ...
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.. testsetup::
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from datetime import date
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from math import cos, radians
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import re
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import math
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Summary -- Release highlights
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@ -76,12 +80,43 @@ New Features
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Assignment expressions
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----------------------
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There is new syntax (the "walrus operator", ``:=``) to assign values
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to variables as part of an expression. Example::
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There is new syntax ``:=`` that assigns values to variables as part of a larger
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expression. It is affectionately known as "walrus operator" due to
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its resemblance to `the eyes and tusks of a walrus
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<https://en.wikipedia.org/wiki/Walrus#/media/File:Pacific_Walrus_-_Bull_(8247646168).jpg>`_.
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In this example, the assignment expression helps avoid calling
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:func:`len` twice::
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if (n := len(a)) > 10:
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print(f"List is too long ({n} elements, expected <= 10)")
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A similar benefit arises during regular expression matching where
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match objects are needed twice, once to test whether a match
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occurred and another to extract a subgroup::
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discount = 0.0
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if (mo := re.search(r'(\d+)% discount', advertisement)):
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discount = float(mo.group(1)) / 100.0
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The operator is also useful with while-loops that compute
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a value to test loop termination and then need that same
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value again in the body of the loop::
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# Loop over fixed length blocks
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while (block := f.read(256)) != '':
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process(block)
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Another motivating use case arises in list comprehensions where
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a value computed in a filtering condition is also needed in
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the expression body::
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[clean_name.title() for name in names
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if (clean_name := normalize('NFC', name)) in allowed_names]
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Try to limit use of the walrus operator to clean cases that reduce
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complexity and improve readability.
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See :pep:`572` for a full description.
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(Contributed by Emily Morehouse in :issue:`35224`.)
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@ -92,20 +127,69 @@ See :pep:`572` for a full description.
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Positional-only parameters
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--------------------------
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There is new syntax (``/``) to indicate that some function parameters
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must be specified positionally (i.e., cannot be used as keyword
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arguments). This is the same notation as shown by ``help()`` for
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functions implemented in C (produced by Larry Hastings' "Argument
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Clinic" tool). Example::
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There is a new function parameter syntax ``/`` to indicate that some
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function parameters must be specified positionally and cannot be used as
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keyword arguments. This is the same notation shown by ``help()`` for C
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functions annotated with Larry Hastings' `Argument Clinic
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<https://docs.python.org/3/howto/clinic.html>`_ tool.
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In the following example, parameters *a* and *b* are positional-only,
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while *c* or *d* can be positional or keyword, and *e* or *f* are
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required to be keywords::
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def f(a, b, /, c, d, *, e, f):
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print(a, b, c, d, e, f)
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The following is a valid call::
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f(10, 20, 30, d=40, e=50, f=60)
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However, these are invalid calls::
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f(10, b=20, c=30, d=40, e=50, f=60) # b cannot be a keyword argument
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f(10, 20, 30, 40, 50, f=60) # e must be a keyword argument
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One use case for this notation is that it allows pure Python functions
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to fully emulate behaviors of existing C coded functions. For example,
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the built-in :func:`pow` function does not accept keyword arguments::
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def pow(x, y, z=None, /):
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"Emulate the built in pow() function"
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r = x ** y
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if z is not None:
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r %= z
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return r
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return r if z is None else r%z
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Now ``pow(2, 10)`` and ``pow(2, 10, 17)`` are valid calls, but
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``pow(x=2, y=10)`` and ``pow(2, 10, z=17)`` are invalid.
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Another use case is to preclude keyword arguments when the parameter
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name is not helpful. For example, the builtin :func:`len` function has
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the signature ``len(obj, /)``. This precludes awkward calls such as::
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len(obj='hello') # The "obj" keyword argument impairs readability
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A further benefit of marking a parameter as positional-only is that it
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allows the parameter name to be changed in the future without risk of
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breaking client code. For example, in the :mod:`statistics` module, the
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parameter name *dist* may be changed in the future. This was made
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possible with the following function specification::
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def quantiles(dist, /, *, n=4, method='exclusive')
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...
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Since the parameters to the left of ``/`` are not exposed as possible
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keywords, the parameters names remain available for use in ``**kwargs``::
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>>> def f(a, b, /, **kwargs):
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... print(a, b, kwargs)
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...
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>>> f(10, 20, a=1, b=2, c=3) # a and b are used in two ways
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10 20 {'a': 1, 'b': 2, 'c': 3}
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This greatly simplifies the implementation of functions and methods
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that need to accept arbitrary keyword arguments. For example, here
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is an except from code in the :mod:`collections` module::
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class Counter(dict):
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def __init__(self, iterable=None, /, **kwds):
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# Note "iterable" is a possible keyword argument
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See :pep:`570` for a full description.
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@ -174,17 +258,31 @@ Android and Cygwin, whose cases are handled by the script);
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this change is backward incompatible on purpose.
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(Contributed by Victor Stinner in :issue:`36721`.)
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f-strings now support = for quick and easy debugging
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-----------------------------------------------------
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Add ``=`` specifier to f-strings. ``f'{expr=}'`` expands
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to the text of the expression, an equal sign, then the repr of the
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evaluated expression. So::
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f-strings support ``=`` for self-documenting expressions and debugging
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----------------------------------------------------------------------
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x = 3
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print(f'{x*9 + 15=}')
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Added an ``=`` specifier to :term:`f-string`\s. An f-string such as
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``f'{expr=}'`` will expand to the text of the expression, an equal sign,
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then the representation of the evaluated expression. For example:
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Would print ``x*9 + 15=42``.
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>>> user = 'eric_idle'
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>>> member_since = date(1975, 7, 31)
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>>> f'{user=} {member_since=}'
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"user='eric_idle' member_since=datetime.date(1975, 7, 31)"
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The usual :ref:`f-string format specifiers <f-strings>` allow more
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control over how the result of the expression is displayed::
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>>> delta = date.today() - member_since
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>>> f'{user=!s} {delta.days=:,d}'
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'user=eric_idle delta.days=16,075'
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The ``=`` specifier will display the whole expression so that
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calculations can be shown::
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>>> print(f'{theta=} {cos(radians(theta))=:.3f}')
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theta=30 cos(radians(theta))=0.866
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(Contributed by Eric V. Smith and Larry Hastings in :issue:`36817`.)
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or :meth:`~object.__complex__` is not available.
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(Contributed by Serhiy Storchaka in :issue:`20092`.)
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* Added support of ``\N{name}`` escapes in :mod:`regular expressions <re>`.
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* Added support of ``\N{name}`` escapes in :mod:`regular expressions <re>`::
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>>> notice = 'Copyright © 2019'
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>>> copyright_year_pattern = re.compile(r'\N{copyright sign}\s*(\d{4})')
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>>> int(copyright_year_pattern.search(notice).group(1))
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2019
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(Contributed by Jonathan Eunice and Serhiy Storchaka in :issue:`30688`.)
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* Dict and dictviews are now iterable in reversed insertion order using
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* Added new ``replace()`` method to the code type (:class:`types.CodeType`).
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(Contributed by Victor Stinner in :issue:`37032`.)
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* For integers, the three-argument form of the :func:`pow` function now permits
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the exponent to be negative in the case where the base is relatively prime to
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the modulus. It then computes a modular inverse to the base when the exponent
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is ``-1``, and a suitable power of that inverse for other negative exponents.
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* For integers, the three-argument form of the :func:`pow` function now
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permits the exponent to be negative in the case where the base is
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relatively prime to the modulus. It then computes a modular inverse to
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the base when the exponent is ``-1``, and a suitable power of that
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inverse for other negative exponents. For example, to compute the
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`modular multiplicative inverse
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<https://en.wikipedia.org/wiki/Modular_multiplicative_inverse>`_ of 38
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modulo 137, write::
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>>> pow(38, -1, 137)
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119
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>>> 119 * 38 % 137
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1
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Modular inverses arise in the solution of `linear Diophantine
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equations <https://en.wikipedia.org/wiki/Diophantine_equation>`_.
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For example, to find integer solutions for ``4258𝑥 + 147𝑦 = 369``,
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first rewrite as ``4258𝑥 ≡ 369 (mod 147)`` then solve:
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>>> x = 369 * pow(4258, -1, 147) % 147
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>>> y = (4258 * x - 369) // -147
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>>> 4258 * x + 147 * y
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369
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(Contributed by Mark Dickinson in :issue:`36027`.)
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* When dictionary comprehensions are evaluated, the key is now evaluated before
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Added new function, :func:`math.prod`, as analogous function to :func:`sum`
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that returns the product of a 'start' value (default: 1) times an iterable of
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numbers. (Contributed by Pablo Galindo in :issue:`35606`)
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numbers::
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>>> prior = 0.8
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>>> likelihoods = [0.625, 0.84, 0.30]
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>>> (link: http://math.prod) math.prod(likelihoods, start=prior)
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0.126
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(Contributed by Pablo Galindo in :issue:`35606`)
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Added new function :func:`math.isqrt` for computing integer square roots.
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(Contributed by Mark Dickinson in :issue:`36887`.)
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@ -1357,7 +1488,7 @@ Changes in the Python API
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* :func:`shutil.copyfile` default buffer size on Windows was changed from
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16 KiB to 1 MiB.
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* ``PyGC_Head`` struct is changed completely. All code touched the
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* The ``PyGC_Head`` struct has changed completely. All code that touched the
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struct member should be rewritten. (See :issue:`33597`)
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* The ``PyInterpreterState`` struct has been moved into the "internal"
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@ -0,0 +1 @@
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Beginning edits to Whatsnew 3.8
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