maxyz / intbitset

Python C-based extension implementing fast integer bit sets

intbitset

Installation

intbitset is on PyPI so all you need is a C compiler and pip:

pip install intbitset

Documentation

The intbitset library provides a set implementation to store sorted unsigned integers either 32-bits integers (between 0 and 2**31 - 1 or intbitset.__maxelem__) or an infinite range with fast set operations implemented via bit vectors in a Python C extension for speed and reduced memory usage.

The inbitset class emulates the Python built-in set class interface with some additional specific methods such as its own fast dump and load marshalling functions.

>>> from intbitset import intbitset
>>> x = intbitset([1,2,3])
>>> y = intbitset([3,4,5])
>>> x & y
intbitset([3])
>>> x | y
intbitset([1, 2, 3, 4, 5])

intbitset additionally support the pickle protocol, the iterator protocol and can behave like a sequence that can be sliced. Because the intergers are always stored sorted, the fist element of a non-empty set [0] is also the min() integer and the last element [-1] is also the max() integer in the set.

When compared to the standard library set class, intbitset set operations such as intersection, union and difference can be up to 5000 faster for dense integer sets.

Complete documentation is available at <http://intbitset.readthedocs.io> or can be built using Sphinx:

pip install Sphinx
python setup.py build_sphinx

Testing

Running the tests are as simple as:

python setup.py test

License

Copyright (C) 2013, 2014, 2015, 2016 CERN.

intbitset is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation; either version 3 of the License, or (at your option) any later version.

intbitset is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details.

You should have received a copy of the GNU Lesser General Public License along with intbitset; if not, write to the Free Software Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307, USA.

In applying this licence, CERN does not waive the privileges and immunities granted to it by virtue of its status as an Intergovernmental Organization or submit itself to any jurisdiction.