Python's ``Fraction`` data type is an excellent way to do exact calculations
with unlimited rational numbers and largely beats ``Decimal`` in terms of
simplicity, accuracy and safety. Clearly not in terms of speed, though,
given the cdecimal accelerator in Python 3.3+.
``quicktions`` is an adaptation of the original ``fractions`` module
(as included in CPython 3.13a3) that is compiled and optimised with
`Cython <https://cython.org/>`_ into a fast, native extension module.
Compared to the standard library ``fractions`` module of CPython,
computations in ``quicktions`` are about
- 10x faster in Python 2.7 and 3.4
- 6x faster in Python 3.5
- 3-4x faster in Python 3.10
Compared to the ``fractions`` module in CPython 3.10, instantiation of a
``Fraction`` in ``quicktions`` is also
- 5-15x faster from a floating point string value (e.g. ``Fraction("123.456789")``)
- 3-5x faster from a floating point value (e.g. ``Fraction(123.456789)``)
- 2-4x faster from an integer numerator-denominator pair (e.g. ``Fraction(123, 456)``)
We provide a set of micro-benchmarks here:
https://github.com/scoder/quicktions/tree/master/benchmark
As of quicktions 1.12, the different number types and implementations compare
as follows in CPython 3.10:
.. code-block::
Average times for all 'create' benchmarks:
float : 36.17 us (1.0x)
Decimal : 111.71 us (3.1x)
Fraction : 111.98 us (3.1x)
PyFraction : 398.80 us (11.0x)
Average times for all 'compute' benchmarks:
float : 4.53 us (1.0x)
Decimal : 16.62 us (3.7x)
Fraction : 72.91 us (16.1x)
PyFraction : 251.93 us (55.6x)
While not as fast as the C implemented ``decimal`` module in Python 3,
``quicktions`` is about 15x faster than the Python implemented ``decimal``
module in Python 2.7.
For documentation, see the Python standard library's ``fractions`` module:
https://docs.python.org/3/library/fractions.html
ChangeLog
=========
1.18 (2024-04-03)
-----------------
* New binary wheels were added built with gcc 12 (manylinux_2_28).
* x86_64 wheels now require SSE4.2.
* Built using Cython 3.0.10.
1.17 (2024-03-24)
-----------------
* Math operations were sped up by inlined binary GCD calculation.
1.16 (2024-01-10)
-----------------
* Formatting support was improved, following CPython 3.13a3 as of
https://github.com/python/cpython/pull/111320
* Add support for Python 3.13 by using Cython 3.0.8 and calling ``math.gcd()``.
1.15 (2023-08-27)
-----------------
* Add support for Python 3.12 by using Cython 3.0.2.
1.14 (2023-03-19)
-----------------
* Implement ``__format__`` for ``Fraction``, following
https://github.com/python/cpython/pull/100161
* Implement ``Fraction.is_integer()``, following
https://github.com/python/cpython/issues/100488
* ``Fraction.limit_denominator()`` is faster, following
https://github.com/python/cpython/pull/93730
* Internal creation of result Fractions is about 10% faster if the calculated
numerator/denominator pair is already normalised, following
https://github.com/python/cpython/pull/101780
* Built using Cython 3.0.0b1.
1.13 (2022-01-11)
-----------------
* Parsing very long numbers from a fraction string was very slow, even slower
than ``fractions.Fraction``. The parser is now faster in all cases (and
still much faster for shorter numbers).
* ``Fraction`` did not implement ``__int__``.
https://bugs.python.org/issue44547
1.12 (2022-01-07)
-----------------
* Faster and more space friendly pickling and unpickling.
https://bugs.python.org/issue44154
* Algorithmically faster arithmetic for large denominators, although slower for
small fraction components.
https://bugs.python.org/issue43420
Original patch for CPython by Sergey B. Kirpichev and Raymond Hettinger.
* Make sure ``bool(Fraction)`` always returns a ``bool``.
https://bugs.python.org/issue39274
* Built using Cython 3.0.0a10.
1.11 (2019-12-19)
-----------------
* Fix ``OverflowError`` when parsing string values with long decimal parts.
1.10 (2019-08-23)
-----------------
* ``hash(fraction)`` is substantially faster in Py3.8+, following an optimisation
in CPython 3.9 (https://bugs.python.org/issue37863).
* New method ``fraction.as_integer_ratio()``.
1.9 (2018-12-26)
----------------
* Substantially faster normalisation (and therefore instantiation) in Py3.5+.
* ``//`` (floordiv) now follows the expected rounding behaviour when used with
floats (by converting to float first), and is much faster for integer operations.
* Fix return type of divmod(), where the first item should be an integer.
* Further speed up mod and divmod operations.
1.8 (2018-12-26)
----------------
* Faster mod and divmod calculation.
1.7 (2018-10-16)
----------------
* Faster normalisation and fraction string parsing.
* Add support for Python 3.7.
* Built using Cython 0.29.
1.6 (2018-03-23)
----------------
* Speed up Fraction creation from a string value by 3-5x.
* Built using Cython 0.28.1.
1.5 (2017-10-22)
----------------
* Result of power operator (``**``) was not normalised for negative values.
* Built using Cython 0.27.2.
1.4 (2017-09-16)
----------------
* Rebuilt using Cython 0.26.1 to improve support of Python 3.7.
1.3 (2016-07-24)
----------------
* repair the faster instantiation from Decimal values in Python 3.6
* avoid potential glitch for certain large numbers in normalisation under Python 2.x
1.2 (2016-04-08)
----------------
* change hash function in Python 2.x to match that of ``fractions.Fraction``
1.1 (2016-03-29)
----------------
* faster instantiation from float values
* faster instantiation from Decimal values in Python 3.6
1.0 (2015-09-10)
----------------
* ``Fraction.imag`` property could return non-zero
* parsing strings with long fraction parts could use an incorrect scale
0.7 (2014-10-09)
----------------
* faster instantiation from float and string values
* fix test in Python 2.x
0.6 (2014-10-09)
----------------
* faster normalisation (and thus instantiation)
0.5 (2014-10-06)
----------------
* faster math operations
0.4 (2014-10-06)
----------------
* enable legacy division support in Python 2.x
0.3 (2014-10-05)
----------------
* minor behavioural fixes in corner cases under Python 2.x
(now passes all test in Py2.7 as well)
0.2 (2014-10-03)
----------------
* cache hash value of Fractions
0.1 (2014-09-24)
----------------
* initial public release
Raw data
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"description": "Python's ``Fraction`` data type is an excellent way to do exact calculations\nwith unlimited rational numbers and largely beats ``Decimal`` in terms of\nsimplicity, accuracy and safety. Clearly not in terms of speed, though,\ngiven the cdecimal accelerator in Python 3.3+.\n\n``quicktions`` is an adaptation of the original ``fractions`` module\n(as included in CPython 3.13a3) that is compiled and optimised with\n`Cython <https://cython.org/>`_ into a fast, native extension module.\n\nCompared to the standard library ``fractions`` module of CPython,\ncomputations in ``quicktions`` are about\n\n- 10x faster in Python 2.7 and 3.4\n- 6x faster in Python 3.5\n- 3-4x faster in Python 3.10\n\nCompared to the ``fractions`` module in CPython 3.10, instantiation of a\n``Fraction`` in ``quicktions`` is also\n\n- 5-15x faster from a floating point string value (e.g. ``Fraction(\"123.456789\")``)\n- 3-5x faster from a floating point value (e.g. ``Fraction(123.456789)``)\n- 2-4x faster from an integer numerator-denominator pair (e.g. ``Fraction(123, 456)``)\n\nWe provide a set of micro-benchmarks here:\n\nhttps://github.com/scoder/quicktions/tree/master/benchmark\n\nAs of quicktions 1.12, the different number types and implementations compare\nas follows in CPython 3.10:\n\n.. code-block::\n\n Average times for all 'create' benchmarks:\n float : 36.17 us (1.0x)\n Decimal : 111.71 us (3.1x)\n Fraction : 111.98 us (3.1x)\n PyFraction : 398.80 us (11.0x)\n\n Average times for all 'compute' benchmarks:\n float : 4.53 us (1.0x)\n Decimal : 16.62 us (3.7x)\n Fraction : 72.91 us (16.1x)\n PyFraction : 251.93 us (55.6x)\n\nWhile not as fast as the C implemented ``decimal`` module in Python 3,\n``quicktions`` is about 15x faster than the Python implemented ``decimal``\nmodule in Python 2.7.\n\nFor documentation, see the Python standard library's ``fractions`` module:\n\nhttps://docs.python.org/3/library/fractions.html\n\nChangeLog\n=========\n\n1.18 (2024-04-03)\n-----------------\n\n* New binary wheels were added built with gcc 12 (manylinux_2_28).\n\n* x86_64 wheels now require SSE4.2.\n\n* Built using Cython 3.0.10.\n\n\n1.17 (2024-03-24)\n-----------------\n\n* Math operations were sped up by inlined binary GCD calculation.\n\n\n1.16 (2024-01-10)\n-----------------\n\n* Formatting support was improved, following CPython 3.13a3 as of\n https://github.com/python/cpython/pull/111320\n\n* Add support for Python 3.13 by using Cython 3.0.8 and calling ``math.gcd()``.\n\n\n1.15 (2023-08-27)\n-----------------\n\n* Add support for Python 3.12 by using Cython 3.0.2.\n\n\n1.14 (2023-03-19)\n-----------------\n\n* Implement ``__format__`` for ``Fraction``, following\n https://github.com/python/cpython/pull/100161\n\n* Implement ``Fraction.is_integer()``, following\n https://github.com/python/cpython/issues/100488\n\n* ``Fraction.limit_denominator()`` is faster, following\n https://github.com/python/cpython/pull/93730\n\n* Internal creation of result Fractions is about 10% faster if the calculated\n numerator/denominator pair is already normalised, following\n https://github.com/python/cpython/pull/101780\n\n* Built using Cython 3.0.0b1.\n\n\n1.13 (2022-01-11)\n-----------------\n\n* Parsing very long numbers from a fraction string was very slow, even slower\n than ``fractions.Fraction``. The parser is now faster in all cases (and\n still much faster for shorter numbers).\n\n* ``Fraction`` did not implement ``__int__``.\n https://bugs.python.org/issue44547\n\n\n1.12 (2022-01-07)\n-----------------\n\n* Faster and more space friendly pickling and unpickling.\n https://bugs.python.org/issue44154\n\n* Algorithmically faster arithmetic for large denominators, although slower for\n small fraction components.\n https://bugs.python.org/issue43420\n Original patch for CPython by Sergey B. Kirpichev and Raymond Hettinger.\n\n* Make sure ``bool(Fraction)`` always returns a ``bool``.\n https://bugs.python.org/issue39274\n\n* Built using Cython 3.0.0a10.\n\n\n1.11 (2019-12-19)\n-----------------\n\n* Fix ``OverflowError`` when parsing string values with long decimal parts.\n\n\n1.10 (2019-08-23)\n-----------------\n\n* ``hash(fraction)`` is substantially faster in Py3.8+, following an optimisation\n in CPython 3.9 (https://bugs.python.org/issue37863).\n\n* New method ``fraction.as_integer_ratio()``.\n\n\n1.9 (2018-12-26)\n----------------\n\n* Substantially faster normalisation (and therefore instantiation) in Py3.5+.\n\n* ``//`` (floordiv) now follows the expected rounding behaviour when used with\n floats (by converting to float first), and is much faster for integer operations.\n\n* Fix return type of divmod(), where the first item should be an integer.\n\n* Further speed up mod and divmod operations.\n\n\n1.8 (2018-12-26)\n----------------\n\n* Faster mod and divmod calculation.\n\n\n1.7 (2018-10-16)\n----------------\n\n* Faster normalisation and fraction string parsing.\n\n* Add support for Python 3.7.\n\n* Built using Cython 0.29.\n\n\n1.6 (2018-03-23)\n----------------\n\n* Speed up Fraction creation from a string value by 3-5x.\n\n* Built using Cython 0.28.1.\n\n\n1.5 (2017-10-22)\n----------------\n\n* Result of power operator (``**``) was not normalised for negative values.\n\n* Built using Cython 0.27.2.\n\n\n1.4 (2017-09-16)\n----------------\n\n* Rebuilt using Cython 0.26.1 to improve support of Python 3.7.\n\n\n1.3 (2016-07-24)\n----------------\n\n* repair the faster instantiation from Decimal values in Python 3.6\n\n* avoid potential glitch for certain large numbers in normalisation under Python 2.x\n\n\n1.2 (2016-04-08)\n----------------\n\n* change hash function in Python 2.x to match that of ``fractions.Fraction``\n\n\n1.1 (2016-03-29)\n----------------\n\n* faster instantiation from float values\n\n* faster instantiation from Decimal values in Python 3.6\n\n\n1.0 (2015-09-10)\n----------------\n\n* ``Fraction.imag`` property could return non-zero\n\n* parsing strings with long fraction parts could use an incorrect scale\n\n\n0.7 (2014-10-09)\n----------------\n\n* faster instantiation from float and string values\n\n* fix test in Python 2.x\n\n\n0.6 (2014-10-09)\n----------------\n\n* faster normalisation (and thus instantiation)\n\n\n0.5 (2014-10-06)\n----------------\n\n* faster math operations\n\n\n0.4 (2014-10-06)\n----------------\n\n* enable legacy division support in Python 2.x\n\n\n0.3 (2014-10-05)\n----------------\n\n* minor behavioural fixes in corner cases under Python 2.x\n (now passes all test in Py2.7 as well)\n\n\n0.2 (2014-10-03)\n----------------\n\n* cache hash value of Fractions\n\n\n0.1 (2014-09-24)\n----------------\n\n* initial public release\n\n\n",
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