Python-FLINT

Python extension module wrapping FLINT (Fast Library for Number Theory) and Arb (arbitrary-precision ball arithmetic). Features:

Integers, rationals, integers mod n
Real and complex numbers with rigorous error tracking
Polynomials, power series and matrices over all the above types
Lots of mathematical functions

Documentation: http://fredrikj.net/python-flint/

Repository: https://github.com/flintlib/python-flint/

Author: Fredrik Johansson fredrik.johansson@gmail.com

Installation

For Windows (x86-64) or OSX (x86-64 or arm64) or Linux (x86-64 manylinux_2_17) there are binary wheels for python-flint on PyPI. For these platforms python-flint can be installed simply with pip

pip install python-flint

Alternatively python-flint can be installed using conda

conda install -c conda-forge python-flint

Build from source

For other platforms or architectures installation needs to build from source. First install both FLINT 2.9.0 and Arb 2.23. Note that for python-flint 0.4 only these exact versions of FLINT and Arb will work. While some Linux distributions may provide FLINT and Arb it is unlikely that they will provide the exact versions required (e.g. for Ubuntu only Ubuntu 23.04 provides these versions at the time of writing).

See here for instructions on building FLINT and Arb:

The latest release of Python-FLINT can then be built and installed using:

pip install 'cython>=3' numpy wheel
pip install --no-build-isolation python-flint

Python-FLINT can also be installed from a git checkout or a source archive as follows:

pip install 'cython>=3' numpy wheel
pip install --no-build-isolation .

A script that builds and installs FLINT, Arb and Python-FLINT that is tested on Ubuntu can be found in the git repo here:

https://github.com/flintlib/python-flint/blob/master/bin/pip_install_ubuntu.sh

See the documentation for further notes on building and installing Python-FLINT:

https://fredrikj.net/python-flint/setup.html

Examples

Import Python-FLINT:

>>> from flint import *

Number-theoretic functions:

>>> fmpz(1000).partitions_p()
24061467864032622473692149727991
>>> fmpq.bernoulli(64)
-106783830147866529886385444979142647942017/510

Polynomial arithmetic:

>>> a = fmpz_poly([1,2,3]); b = fmpz_poly([2,3,4]); a.gcd(a * b)
3*x^2 + 2*x + 1
>>> a = fmpz_poly(list(range(10001))); b = fmpz_poly(list(range(10000))); a.gcd(a * b).degree()
10000
>>> x = fmpz_poly([0,1]); ((1-x**2)*(1+x**3)**3*(1+x+2*x)).factor()
(-1, [(3*x + 1, 1), (x + (-1), 1), (x^2 + (-1)*x + 1, 3), (x + 1, 4)])

Matrix arithmetic:

>>> fmpz_mat([[1,1],[1,0]]) ** 10
[89, 55]
[55, 34]
>>> fmpq_mat.hilbert(10,10).det()
1/46206893947914691316295628839036278726983680000000000

Numerical evaluation:

>>> showgood(lambda: (arb.pi() * arb(163).sqrt()).exp() - 640320**3 - 744, dps=25)
-7.499274028018143111206461e-13
>>> showgood(lambda: (arb.pi() * 10**100 + arb(1)/1000).sin(), dps=25)
0.0009999998333333416666664683

Numerical integration:

>>> ctx.dps = 30
>>> acb.integral(lambda x, _: (-x**2).exp(), -100, 100) ** 2
[3.141592653589793238462643383 +/- 3.11e-28]

To do

Write more tests and add missing docstrings
Wrap missing flint types: finite fields, p-adic numbers, multiprecision integer mods, rational functions
Vector or array types (maybe)
Many convenience methods
Write generic implementations of functions missing for specific FLINT types
Proper handling of special values in various places (throwing Python exceptions instead of aborting, etc.)
Various automatic conversions
Conversions to and from external types (numpy, sage, sympy, mpmath, gmpy)
Improved printing and string input/output
IPython hooks (TeX pretty-printing etc.)

CHANGELOG

0.5.0

gh-63: The roots method of arb_poly, and nmod_poly is no longer supported. Use acb_roots(p).roots() to get the old behaviour of returning the roots as acb. Note that the roots method of fmpz_poly and fmpq_poly currently returns the complex roots of the polynomial.

License

Python-FLINT is licensed MIT. FLINT and Arb are LGPL v2.1+.

License

grhkm21/python-flint

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