pybloomfiltermmap3
pybloomfiltermmap3 is a Python 3 compatible fork of pybloomfiltermmap by @axiak.
The goal of pybloomfiltermmap3 is simple: to provide a fast, simple, scalable, correct library for Bloom filters in Python.
Why pybloomfiltermmap3?
There are a couple reasons to use this module:
- It natively uses mmapped files.
- It is fast (see benchmarks).
- It natively does the set things you want a Bloom filter to do.
Quickstart
After you install, the interface to use is a cross between a file interface and an ste interface. As an example:
>>> import pybloomfilter
>>> fruit = pybloomfilter.BloomFilter(100000, 0.1, '/tmp/words.bloom')
>>> fruit.update(('apple', 'pear', 'orange', 'apple'))
>>> len(fruit)
3
>>> 'mike' in fruit
False
>>> 'apple' in fruit
True
To create an in-memory filter, simply omit the file location:
>>> fruit = pybloomfilter.BloomFilter(10000, 0.1)
>>> fruit.add('apple')
>>> 'apple' in fruit
True
These in-memory filters can be pickled and reloaded:
>>> import pickle
>>> pickled_fruit = pickle.dumps(fruit)
>>> unpickled_fruit = pickle.loads(pickled_fruit)
>>> 'apple' in unpickled_fruit
True
Caveat: it is currently not possible to persist this filter later as an mmap file.
Docs
Current docs are available at pybloomfiltermmap3.rtfd.io.
Install
To install:
pip install pybloomfiltermmap3
and you should be set.
Note to Python 2 to < 3.5 users
This library is specifically meant for Python 3.5 and above. As of 2020, we strongly advise you to switch to an actively maintained distribution of Python 3. If for any reason your current environment is restricted to Python 2, please see pybloomfiltermmap. Please note that the latter is not actively maintained and will lack bug fixes and new features.
History and Future
pybloomfiltermmap is an excellent Bloom filter implementation for Python 2 by @axiak and contributors. I, @prashnts, made initial changes to add support for Python 3 sometime in 2016 as the current pybloomfiltermmap3 on PyPI. Since then, with the help of contributors, there have been incremental improvements and bug fixes while maintaining the API from versions 0.4.x and below.
Some new features and changes were first introduced in version 0.5.0. From this point on, the goal is to reach stability, as well as add a few more APIs to expand upon the use cases. While we can't guarantee that we won't change the current interface, the transition from versions 0.4.x and below should be quick one liners. Please open an issue if we broke your build!
Suggestions, bug reports, and / or patches are welcome!
Contributions and development
Needs a C compiler and Python 3 headers (e.g. python3-dev). With uv:
uv sync # venv + build the extension + dev deps
uv run python -m tests # test
uv run --group docs sphinx-build docs docs/_build # docs
Or plain pip: pip install . then python -m tests.
Releasing
Bump version in pyproject.toml, add a CHANGELOG entry, then push a tag
vX.Y.Z. The Release workflow builds wheels and the sdist, and publishes to PyPI
(Trusted Publishing) after approval.
Maintainers
License
See the LICENSE file. It's under the MIT License.
1 maintainer
Metadata
1 maintainer
Release files for pybloomfiltermmap3 0.6.5
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Built distributions (wheels)
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