A pure python bloom filter (low storage requirement, probabilistic set datastructure) is provided. It is known to work on CPython 3.x, Pypy, and Jython.
Includes mmap, in-memory and disk-seek backends.
This project builds on drs-bloom-filter and bloom_filter_mod. Credits and links can be found in AUTHORS.md.
Usage
The user specifies the desired maximum number of elements and the desired maximum false positive probability, and the module calculates the rest.
from bloom_filter2 import BloomFilter
# instantiate BloomFilter with custom settings,
# max_elements is how many elements you expect the filter to hold.
# error_rate defines accuracy; You can use defaults with
# `BloomFilter()` without any arguments. Following example
# is same as defaults:
bloom = BloomFilter(max_elements=10000, error_rate=0.1)
# Test whether the bloom-filter has seen a key:
assert "test-key" not in bloom
# Mark the key as seen
bloom.add("test-key")
# Now check again
assert "test-key" in bloom
Release files for bloom-filter2 2.0.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| bloom-filter2-2.0.0-1.tar.gz | 6.6 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| bloom_filter2-2.0.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 13.3 kB
Release files / bloom-filter2-2.0.0-1.tar.gz
| Download URL | bloom-filter2-2.0.0-1.tar.gz |
|---|---|
| Size | 6.6 kB |
| Tags | Source |
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Release files / bloom_filter2-2.0.0-py3-none-any.whl
| Download URL | bloom_filter2-2.0.0-py3-none-any.whl |
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| Size | 6.8 kB |
| Tags | Python 3 |
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