These are python bindings to Bernd Gärtners miniball software.

Setup

You can install miniball with:

pip install MiniballCpp

There are wheels available for most platforms.

There is also a package for Arch Linux (that is not maintained by me!): https://aur.archlinux.org/packages/python-miniball/.

Example

import math
import random
import miniball

P = [(random.uniform(0, 100), random.uniform(0, 100)) for i in range(10000)]
mb = miniball.Miniball(P)
print('Center', mb.center())
print('Radius', math.sqrt(mb.squared_radius()))

Notes

This algorithm has some numerical challenges worth mentioning. The result may deviate from the optimal result by 10 times the machine epsilon and sometimes even more:

P = [(642123.5528970208, 5424489.146461355),
     (651592.349934072, 5424969.380667617),
     (642591.1068130962, 5425775.320365907),
     (646380.0282527813, 5418648.987550308),
     (648098.891235107, 5426586.3920675),
     (650011.5835629451, 5426132.820254512),
     (650297.6960375579, 5419125.777007122),
     (645249.2122321032, 5421055.739722816),
     (645333.9125837489, 5426228.852409409)]

mb = miniball.Miniball(P)
if not mb.is_valid():
    print('Possibly invalid!')
print('Relative error', mb.relative_error())

If this is a problem for you, shifting the input towards (0,0) may help:

minx = min(P, key=lambda p: p[0])[0]
miny = min(P, key=lambda p: p[1])[1]

P = [(p[0] - minx, p[1] - miny) for p in P]

mb = miniball.Miniball(P)
if not mb.is_valid():
    print('Possibly invalid!')
print('Relative error', mb.relative_error())

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for weddige from gravatar.com weddige

Credits

Author: Bernd Gärtner, Konstantin Weddige

License

GNU General Public License v3 (GPLv3)

Classifiers

Report project as malware

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for weddige from gravatar.com weddige

Credits

Author: Bernd Gärtner, Konstantin Weddige

License

GNU General Public License v3 (GPLv3)

Classifiers

Report project as malware

Release files for MiniballCpp 0.2.3

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for MiniballCpp 0.2.3
File Size Uploaded
MiniballCpp-0.2.3.tar.gz 20.5 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for MiniballCpp 0.2.3
File
MiniballCpp-0.2.3-pp39-pypy39_pp73-win_amd64.whl 25.2 kB PyPy 3.9 PyPy 3.9 7.3 Windows x86-64 Details
MiniballCpp-0.2.3-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 23.5 kB PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.17+ x86-64 Details
MiniballCpp-0.2.3-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl 23.7 kB PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.17+ x86-32 Details
MiniballCpp-0.2.3-pp39-pypy39_pp73-macosx_10_9_x86_64.whl 22.3 kB PyPy 3.9 PyPy 3.9 7.3 macOS 10.9+ x86-64 Details
MiniballCpp-0.2.3-pp38-pypy38_pp73-win_amd64.whl 25.2 kB PyPy 3.8 PyPy 3.8 7.3 Windows x86-64 Details
MiniballCpp-0.2.3-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 23.5 kB PyPy 3.8 PyPy 3.8 7.3 Linux glibc 2.17+ x86-64 Details
MiniballCpp-0.2.3-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl 23.7 kB PyPy 3.8 PyPy 3.8 7.3 Linux glibc 2.17+ x86-32 Details
MiniballCpp-0.2.3-pp38-pypy38_pp73-macosx_10_9_x86_64.whl 22.3 kB PyPy 3.8 PyPy 3.8 7.3 macOS 10.9+ x86-64 Details
MiniballCpp-0.2.3-pp37-pypy37_pp73-win_amd64.whl 25.2 kB PyPy 3.7 PyPy 3.7 7.3 Windows x86-64 Details
MiniballCpp-0.2.3-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 23.6 kB PyPy 3.7 PyPy 3.7 7.3 Linux glibc 2.17+ x86-64 Details
MiniballCpp-0.2.3-pp37-pypy37_pp73-manylinux_2_17_i686.manylinux2014_i686.whl 23.9 kB PyPy 3.7 PyPy 3.7 7.3 Linux glibc 2.17+ x86-32 Details
MiniballCpp-0.2.3-pp37-pypy37_pp73-macosx_10_9_x86_64.whl 22.3 kB PyPy 3.7 PyPy 3.7 7.3 macOS 10.9+ x86-64 Details
MiniballCpp-0.2.3-cp311-cp311-win_amd64.whl 25.2 kB CPython 3.11 CPython 3.11 Windows x86-64 Details
MiniballCpp-0.2.3-cp311-cp311-win32.whl 23.8 kB CPython 3.11 CPython 3.11 Windows x86-32 Details
MiniballCpp-0.2.3-cp311-cp311-musllinux_1_1_x86_64.whl 609.9 kB CPython 3.11 CPython 3.11 Linux musl 1.1+ x86-64 Details
MiniballCpp-0.2.3-cp311-cp311-musllinux_1_1_i686.whl 662.2 kB CPython 3.11 CPython 3.11 Linux musl 1.1+ x86-32 Details
MiniballCpp-0.2.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 59.9 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
MiniballCpp-0.2.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl 59.5 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-32 Details
MiniballCpp-0.2.3-cp311-cp311-macosx_10_9_x86_64.whl 23.2 kB CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details
MiniballCpp-0.2.3-cp310-cp310-win_amd64.whl 25.2 kB CPython 3.10 CPython 3.10 Windows x86-64 Details
MiniballCpp-0.2.3-cp310-cp310-win32.whl 23.8 kB CPython 3.10 CPython 3.10 Windows x86-32 Details
MiniballCpp-0.2.3-cp310-cp310-musllinux_1_1_x86_64.whl 609.1 kB CPython 3.10 CPython 3.10 Linux musl 1.1+ x86-64 Details
MiniballCpp-0.2.3-cp310-cp310-musllinux_1_1_i686.whl 661.3 kB CPython 3.10 CPython 3.10 Linux musl 1.1+ x86-32 Details
MiniballCpp-0.2.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 59.8 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
MiniballCpp-0.2.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl 59.5 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-32 Details
MiniballCpp-0.2.3-cp310-cp310-macosx_10_9_x86_64.whl 23.2 kB CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details
MiniballCpp-0.2.3-cp39-cp39-win_amd64.whl 25.2 kB CPython 3.9 CPython 3.9 Windows x86-64 Details
MiniballCpp-0.2.3-cp39-cp39-win32.whl 23.8 kB CPython 3.9 CPython 3.9 Windows x86-32 Details
MiniballCpp-0.2.3-cp39-cp39-musllinux_1_1_x86_64.whl 608.9 kB CPython 3.9 CPython 3.9 Linux musl 1.1+ x86-64 Details
MiniballCpp-0.2.3-cp39-cp39-musllinux_1_1_i686.whl 661.2 kB CPython 3.9 CPython 3.9 Linux musl 1.1+ x86-32 Details
MiniballCpp-0.2.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 59.7 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
MiniballCpp-0.2.3-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl 59.3 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-32 Details
MiniballCpp-0.2.3-cp39-cp39-macosx_10_9_x86_64.whl 23.2 kB CPython 3.9 CPython 3.9 macOS 10.9+ x86-64 Details
MiniballCpp-0.2.3-cp38-cp38-win_amd64.whl 25.2 kB CPython 3.8 CPython 3.8 Windows x86-64 Details
MiniballCpp-0.2.3-cp38-cp38-win32.whl 23.8 kB CPython 3.8 CPython 3.8 Windows x86-32 Details
MiniballCpp-0.2.3-cp38-cp38-musllinux_1_1_x86_64.whl 609.4 kB CPython 3.8 CPython 3.8 Linux musl 1.1+ x86-64 Details
MiniballCpp-0.2.3-cp38-cp38-musllinux_1_1_i686.whl 661.6 kB CPython 3.8 CPython 3.8 Linux musl 1.1+ x86-32 Details
MiniballCpp-0.2.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 60.5 kB CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details
MiniballCpp-0.2.3-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl 60.1 kB CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-32 Details
MiniballCpp-0.2.3-cp38-cp38-macosx_10_9_x86_64.whl 23.2 kB CPython 3.8 CPython 3.8 macOS 10.9+ x86-64 Details
MiniballCpp-0.2.3-cp37-cp37m-win_amd64.whl 25.1 kB CPython 3.7 CPython 3.7 pymalloc Windows x86-64 Details
MiniballCpp-0.2.3-cp37-cp37m-win32.whl 23.8 kB CPython 3.7 CPython 3.7 pymalloc Windows x86-32 Details
MiniballCpp-0.2.3-cp37-cp37m-musllinux_1_1_x86_64.whl 609.9 kB CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-64 Details
MiniballCpp-0.2.3-cp37-cp37m-musllinux_1_1_i686.whl 662.3 kB CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-32 Details
MiniballCpp-0.2.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 60.0 kB CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 Details
MiniballCpp-0.2.3-cp37-cp37m-manylinux_2_17_i686.manylinux2014_i686.whl 59.8 kB CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32 Details
MiniballCpp-0.2.3-cp37-cp37m-macosx_10_9_x86_64.whl 23.1 kB CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 Details
MiniballCpp-0.2.3-cp36-cp36m-win_amd64.whl 25.1 kB CPython 3.6 CPython 3.6 pymalloc Windows x86-64 Details
MiniballCpp-0.2.3-cp36-cp36m-win32.whl 23.8 kB CPython 3.6 CPython 3.6 pymalloc Windows x86-32 Details
MiniballCpp-0.2.3-cp36-cp36m-musllinux_1_1_x86_64.whl 609.0 kB CPython 3.6 CPython 3.6 pymalloc Linux musl 1.1+ x86-64 Details
MiniballCpp-0.2.3-cp36-cp36m-musllinux_1_1_i686.whl 661.4 kB CPython 3.6 CPython 3.6 pymalloc Linux musl 1.1+ x86-32 Details
MiniballCpp-0.2.3-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 60.1 kB CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-64 Details
MiniballCpp-0.2.3-cp36-cp36m-manylinux_2_17_i686.manylinux2014_i686.whl 59.8 kB CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-32 Details
MiniballCpp-0.2.3-cp36-cp36m-macosx_10_9_x86_64.whl 23.1 kB CPython 3.6 CPython 3.6 pymalloc macOS 10.9+ x86-64 Details

Total release size: 9.1 MB

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