fnv-c

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What is it?

fnv-c is a Python 3.7+ FNV (fnv0, fnv1, fnv1a) non-cryptographic hash library implemented in C through libffi.

FNV ("Fowler–Noll–Vo") is is a non-cryptographic hash function created by Glenn Fowler, Landon Curt Noll, and Kiem-Phong. FNV is probably not the "best" non-cryptographic hash function but:

  • it has a reasonably good distribution
  • it's very fast
  • it's very easy to implement (even in some exotic stored procedures for example) so you can use it everywhere

More details on this Wikepedia article.

Features

  • speed:
    • up to 800 MB/s hashing speed (on Macbook Pro M1 (2020) with fnv0_64)
    • 6 800% faster than basic Python implementation, 70% faster than pyhash (when hashing 100 bytes with fnv0_64 on a cloud VM)
  • portability:
    • tested with recent Python versions (3.7+)
    • compatible with ARM64
    • compatible (and tested) with PyPy

Non features

  • other hash algorithms (this library is only about FNV algorithm)
  • too agressive CPU optimizations (we prefer maximizing binary portability)

Benchmark

You have a benchmark script here to bench fnv-c by yourself and to compare it with:

  • fnvhash (pure python implementation)
  • pyhash (more general hashing library with C++ extension)

Comparisons with other libraries (fnv0_64 on a cloud VM)

Differences with fnvhash are huge (from 35% for one byte hashing to 19 000% for 1 000 bytes hashing with fnv0_64)

Differences with pyhash (on fnv0_64) are shown with the following diagram:

Influence of string size on fnv-c hashing speed (on a Macbook Pro M1 (2020) with fnv0_64)

How to install/use it?

pip install fnv-c

import fnv_c

print(fnv_c.fnv0_32(b"foo bar"))
print(fnv_c.fnv0_64(b"foo bar"))
print(fnv_c.fnv1_32(b"foo bar"))
print(fnv_c.fnv1_64(b"foo bar"))
print(fnv_c.fnv1a_32(b"foo bar"))
print(fnv_c.fnv1a_64(b"foo bar"))

Function signatures / API

Full API doc is available at: https://botify-labs.github.io/fnv-c/fnv_c/

Contributing

See CONTRIBUTING

License

fnv-c is licensed under the MIT license.

Project links

Data verified by PyPI on Jun 24, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

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  • Released:
Latest release

2 maintainers

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

Credits

Author: Fabien MARTY

GitHub Statistics

Data verified by PyPI on Jun 24, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License

MIT License (MIT License)

Requires

Python >=3.10

Classifiers

Report project as malware

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