mmh3
mmh3 is a Python extension for
MurmurHash (MurmurHash3), a set of
fast and robust non-cryptographic hash functions invented by Austin Appleby.
By combining mmh3 with probabilistic techniques like
Bloom filter,
MinHash, and
feature hashing, you can
develop high-performance systems in fields such as data mining, machine
learning, and natural language processing.
Another popular use of mmh3 is to
calculate favicon hashes,
which are utilized by Shodan, the world's first IoT
search engine.
This page provides a quick start guide. For more comprehensive information, please refer to the documentation.
Installation
pip install mmh3
Usage
Basic usage
>>> import mmh3
>>> mmh3.hash(b"foo") # returns a 32-bit signed int
-156908512
>>> mmh3.hash("foo") # accepts str (UTF-8 encoded)
-156908512
>>> mmh3.hash(b"foo", 42) # uses 42 as the seed
-1322301282
>>> mmh3.hash(b"foo", 0, False) # returns a 32-bit unsigned int
4138058784
mmh3.mmh3_x64_128_digest(), introduced in version 5.0.0, efficienlty hashes
buffer objects that implement the buffer protocol
(PEP 688) without internal memory copying.
The function returns a bytes object of 16 bytes (128 bits). It is
particularly suited for hashing large memory views, such as
bytearray, memoryview, and numpy.ndarray, and performs faster than
the 32-bit variants like hash() on 64-bit machines.
>>> mmh3.mmh3_x64_128_digest(numpy.random.rand(100))
b'\x8c\xee\xc6z\xa9\xfeR\xe8o\x9a\x9b\x17u\xbe\xdc\xee'
Various alternatives are available, offering different return types (e.g., signed integers, tuples of unsigned integers) and optimized for different architectures. For a comprehensive list of functions, refer to the API Reference.
hashlib-style hashers
mmh3 implements hasher objects with interfaces similar to those in hashlib
from the standard library, although they are still experimental. See
Hasher Classes
in the API Reference for more information.
Changelog
See Changelog (latest version) for the complete changelog.
5.3.0 - 2026-08-26
Added
- Add support for Python 3.15 (#192).
Fixed
- Fix undefined behavior when writing to const-qualified 128-bit digest buffers (#188).
5.2.1 - 2026-03-06
Added
- Add support for the Android wheel for Python 3.14.
Removed
- Drop support for Python 3.9, as it has reached the end of life on 2025-10-31.
5.2.0 - 2025-07-29
Added
- Add support for Python 3.14, including 3.14t (no-GIL) wheels. However, thread safety for the no-GIL variant is not fully tested yet. Please report any issues you encounter (#134, #136).
- Add support for Android (Python 3.13 only) and iOS (Python 3.13 and 3.14) wheels, enabled by the major version update of cibuildwheel (#135).
License
MIT, unless otherwise noted within a file.
Frequently Asked Questions
Different results from other MurmurHash3-based libraries
By default, mmh3 returns signed values for the 32-bit and 64-bit versions
and unsigned values for hash128 due to historical reasons. To get the
desired result, use the signed keyword argument.
Starting from version 4.0.0, mmh3 is endian-neutral, meaning that its
hash functions return the same values on big-endian platforms as they do on
little-endian ones. In contrast, the original C++ library by Appleby is
endian-sensitive. If you need results that comply with the original library on
big-endian systems, please use version 3.*.
For compatibility with Google Guava (Java), see https://stackoverflow.com/questions/29932956/murmur3-hash-different-result-between-python-and-java-implementation.
For compatibility with murmur3 (Go), see https://github.com/hajimes/mmh3/issues/46.
Handling errors with negative seeds
From the version 5.0.0, mmh3 functions accept only unsigned 32-bit integer
seeds to enable faster type-checking and conversion. However, this change may
cause issues if you need to calculate hash values using negative seeds within
the range of signed 32-bit integers. For instance,
Telegram-iOS uses
-137723950 as a hard-coded seed (bitwise equivalent to 4157243346). To
handle such cases, you can convert a signed 32-bit integer to its unsigned
equivalent by applying a bitwise AND operation with 0xffffffff. Here's an
example:
>>> mmh3.hash(b"quux", 4294967295)
258499980
>>> d = -1
>>> mmh3.hash(b"quux", d & 0xFFFFFFFF)
258499980
Alternatively, if the seed is hard-coded (as in the Telegram-iOS case), you can precompute the unsigned value for simplicity.
Contributing Guidelines
See Contributing.
Authors
MurmurHash3 was originally developed by Austin Appleby and distributed under public domain https://github.com/aappleby/smhasher.
Ported and modified for Python by Hajime Senuma.
External Tutorials
High-performance computing
The following textbooks and tutorials are great resources for learning how to
use mmh3 (and other hash algorithms in general) for high-performance computing.
- Chapter 11: Using Less Ram in Micha Gorelick and Ian Ozsvald. 2014. High
Performance Python: Practical Performant Programming for Humans. O'Reilly
Media. ISBN: 978-1-4493-6159-4.
- 3rd edition of the above (2025). ISBN: 978-1098165963.
- Max Burstein. February 2, 2013. Creating a Simple Bloom Filter.
- Duke University. April 14, 2016. Efficient storage of data in memory.
- Bugra Akyildiz. August 24, 2016. A Gentle Introduction to Bloom Filter. KDnuggets.
Internet of things
Shodan, the world's first IoT search engine, uses MurmurHash3 hash values for favicons (icons associated with web pages). ZoomEye follows Shodan's convention. Calculating these values with mmh3 is useful for OSINT and cybersecurity activities.
- Jan Kopriva. April 19, 2021. Hunting phishing websites with favicon hashes. SANS Internet Storm Center.
- Nikhil Panwar. May 2, 2022. Using Favicons to Discover Phishing & Brand Impersonation Websites. Bolster.
- Faradaysec. July 25, 2022. Understanding Spring4Shell: How used is it?. Faraday Security.
- Debjeet. August 2, 2022. How To Find Assets Using Favicon Hashes. Payatu.
How to Cite This Library
If you use this library in your research, it would be appreciated if you could cite the following paper published in the Journal of Open Source Software:
Hajime Senuma. 2025. mmh3: A Python extension for MurmurHash3. Journal of Open Source Software, 10(105):6124.
In BibTeX format:
@article{senumaMmh3PythonExtension2025,
title = {{mmh3}: A {Python} extension for {MurmurHash3}},
author = {Senuma, Hajime},
year = {2025},
month = jan,
journal = {Journal of Open Source Software},
volume = {10},
number = {105},
pages = {6124},
issn = {2475-9066},
doi = {10.21105/joss.06124},
copyright = {http://creativecommons.org/licenses/by/4.0/}
}
Related Libraries
- https://github.com/wc-duck/pymmh3: mmh3 in pure python (Fredrik Kihlander and Swapnil Gusani)
- https://github.com/escherba/python-cityhash: Python bindings for CityHash (Eugene Scherba)
- https://github.com/veelion/python-farmhash: Python bindings for FarmHash (Veelion Chong)
- https://github.com/escherba/python-metrohash: Python bindings for MetroHash (Eugene Scherba)
- https://github.com/ifduyue/python-xxhash: Python bindings for xxHash (Yue Du)
Release files for mmh3 5.3.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| mmh3-5.3.0.tar.gz | 33.6 kB | Details |
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| mmh3-5.3.0-cp315-cp315t-win_arm64.whl | CPython 3.15 | CPython 3.15 free-threading | Windows ARM64 | Details |
| mmh3-5.3.0-cp315-cp315t-win_amd64.whl | CPython 3.15 | CPython 3.15 free-threading | Windows x86-64 | Details |
| mmh3-5.3.0-cp315-cp315t-win32.whl | CPython 3.15 | CPython 3.15 free-threading | Windows x86-32 | Details |
| mmh3-5.3.0-cp315-cp315t-musllinux_1_2_x86_64.whl | CPython 3.15 | CPython 3.15 free-threading | Linux musl 1.2+ x86-64 | Details |
| mmh3-5.3.0-cp315-cp315t-musllinux_1_2_s390x.whl | CPython 3.15 | CPython 3.15 free-threading | Linux musl 1.2+ IBM System/390x | Details |
| mmh3-5.3.0-cp315-cp315t-musllinux_1_2_ppc64le.whl | CPython 3.15 | CPython 3.15 free-threading | Linux musl 1.2+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp315-cp315t-musllinux_1_2_i686.whl | CPython 3.15 | CPython 3.15 free-threading | Linux musl 1.2+ x86-32 | Details |
| mmh3-5.3.0-cp315-cp315t-musllinux_1_2_aarch64.whl | CPython 3.15 | CPython 3.15 free-threading | Linux musl 1.2+ ARM64 | Details |
| mmh3-5.3.0-cp315-cp315t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl | CPython 3.15 | CPython 3.15 free-threading | Linux glibc 2.17+ IBM System/390x, Linux glibc 2.28+ IBM System/390x | Details |
| mmh3-5.3.0-cp315-cp315t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl | CPython 3.15 | CPython 3.15 free-threading | Linux glibc 2.17+ PowerPC 64-le, Linux glibc 2.28+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl | CPython 3.15 | CPython 3.15 free-threading | Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 | Details |
| mmh3-5.3.0-cp315-cp315t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl | CPython 3.15 | CPython 3.15 free-threading | Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| mmh3-5.3.0-cp315-cp315t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl | CPython 3.15 | CPython 3.15 free-threading | Linux glibc 2.5+ x86-32, Linux glibc 2.28+ x86-32 | Details |
| mmh3-5.3.0-cp315-cp315t-macosx_11_0_arm64.whl | CPython 3.15 | CPython 3.15 free-threading | macOS 11.0+ ARM64 | Details |
| mmh3-5.3.0-cp315-cp315t-macosx_10_15_x86_64.whl | CPython 3.15 | CPython 3.15 free-threading | macOS 10.15+ x86-64 | Details |
| mmh3-5.3.0-cp315-cp315t-macosx_10_15_universal2.whl | CPython 3.15 | CPython 3.15 free-threading | macOS 10.15+ universal2 (ARM64, x86-64) | Details |
| mmh3-5.3.0-cp315-cp315-win_arm64.whl | CPython 3.15 | CPython 3.15 | Windows ARM64 | Details |
| mmh3-5.3.0-cp315-cp315-win_amd64.whl | CPython 3.15 | CPython 3.15 | Windows x86-64 | Details |
| mmh3-5.3.0-cp315-cp315-win32.whl | CPython 3.15 | CPython 3.15 | Windows x86-32 | Details |
| mmh3-5.3.0-cp315-cp315-musllinux_1_2_x86_64.whl | CPython 3.15 | CPython 3.15 | Linux musl 1.2+ x86-64 | Details |
| mmh3-5.3.0-cp315-cp315-musllinux_1_2_s390x.whl | CPython 3.15 | CPython 3.15 | Linux musl 1.2+ IBM System/390x | Details |
| mmh3-5.3.0-cp315-cp315-musllinux_1_2_ppc64le.whl | CPython 3.15 | CPython 3.15 | Linux musl 1.2+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp315-cp315-musllinux_1_2_i686.whl | CPython 3.15 | CPython 3.15 | Linux musl 1.2+ x86-32 | Details |
| mmh3-5.3.0-cp315-cp315-musllinux_1_2_aarch64.whl | CPython 3.15 | CPython 3.15 | Linux musl 1.2+ ARM64 | Details |
| mmh3-5.3.0-cp315-cp315-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl | CPython 3.15 | CPython 3.15 | Linux glibc 2.17+ IBM System/390x, Linux glibc 2.28+ IBM System/390x | Details |
| mmh3-5.3.0-cp315-cp315-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl | CPython 3.15 | CPython 3.15 | Linux glibc 2.17+ PowerPC 64-le, Linux glibc 2.28+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl | CPython 3.15 | CPython 3.15 | Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 | Details |
| mmh3-5.3.0-cp315-cp315-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl | CPython 3.15 | CPython 3.15 | Linux glibc 2.28+ x86-64, Linux glibc 2.5+ x86-64 | Details |
| mmh3-5.3.0-cp315-cp315-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl | CPython 3.15 | CPython 3.15 | Linux glibc 2.28+ x86-32, Linux glibc 2.5+ x86-32 | Details |
| mmh3-5.3.0-cp315-cp315-macosx_11_0_arm64.whl | CPython 3.15 | CPython 3.15 | macOS 11.0+ ARM64 | Details |
| mmh3-5.3.0-cp315-cp315-macosx_10_15_x86_64.whl | CPython 3.15 | CPython 3.15 | macOS 10.15+ x86-64 | Details |
| mmh3-5.3.0-cp315-cp315-macosx_10_15_universal2.whl | CPython 3.15 | CPython 3.15 | macOS 10.15+ universal2 (ARM64, x86-64) | Details |
| mmh3-5.3.0-cp315-cp315-ios_13_0_x86_64_iphonesimulator.whl | CPython 3.15 | CPython 3.15 | iOS 13.0+ x86-64 Simulator | Details |
| mmh3-5.3.0-cp315-cp315-ios_13_0_arm64_iphonesimulator.whl | CPython 3.15 | CPython 3.15 | iOS 13.0+ ARM64 Simulator | Details |
| mmh3-5.3.0-cp315-cp315-ios_13_0_arm64_iphoneos.whl | CPython 3.15 | CPython 3.15 | iOS 13.0+ ARM64 Device | Details |
| mmh3-5.3.0-cp315-cp315-android_24_x86_64.whl | CPython 3.15 | CPython 3.15 | Android API level 24+ x86-64 | Details |
| mmh3-5.3.0-cp315-cp315-android_24_arm64_v8a.whl | CPython 3.15 | CPython 3.15 | Android API level 24+ ARM64 v8a | Details |
| mmh3-5.3.0-cp314-cp314t-win_arm64.whl | CPython 3.14 | CPython 3.14 free-threading | Windows ARM64 | Details |
| mmh3-5.3.0-cp314-cp314t-win_amd64.whl | CPython 3.14 | CPython 3.14 free-threading | Windows x86-64 | Details |
| mmh3-5.3.0-cp314-cp314t-win32.whl | CPython 3.14 | CPython 3.14 free-threading | Windows x86-32 | Details |
| mmh3-5.3.0-cp314-cp314t-musllinux_1_2_x86_64.whl | CPython 3.14 | CPython 3.14 free-threading | Linux musl 1.2+ x86-64 | Details |
| mmh3-5.3.0-cp314-cp314t-musllinux_1_2_s390x.whl | CPython 3.14 | CPython 3.14 free-threading | Linux musl 1.2+ IBM System/390x | Details |
| mmh3-5.3.0-cp314-cp314t-musllinux_1_2_ppc64le.whl | CPython 3.14 | CPython 3.14 free-threading | Linux musl 1.2+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp314-cp314t-musllinux_1_2_i686.whl | CPython 3.14 | CPython 3.14 free-threading | Linux musl 1.2+ x86-32 | Details |
| mmh3-5.3.0-cp314-cp314t-musllinux_1_2_aarch64.whl | CPython 3.14 | CPython 3.14 free-threading | Linux musl 1.2+ ARM64 | Details |
| mmh3-5.3.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl | CPython 3.14 | CPython 3.14 free-threading | Linux glibc 2.17+ IBM System/390x, Linux glibc 2.28+ IBM System/390x | Details |
| mmh3-5.3.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl | CPython 3.14 | CPython 3.14 free-threading | Linux glibc 2.17+ PowerPC 64-le, Linux glibc 2.28+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl | CPython 3.14 | CPython 3.14 free-threading | Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 | Details |
| mmh3-5.3.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl | CPython 3.14 | CPython 3.14 free-threading | Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| mmh3-5.3.0-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl | CPython 3.14 | CPython 3.14 free-threading | Linux glibc 2.5+ x86-32, Linux glibc 2.28+ x86-32 | Details |
| mmh3-5.3.0-cp314-cp314t-macosx_11_0_arm64.whl | CPython 3.14 | CPython 3.14 free-threading | macOS 11.0+ ARM64 | Details |
| mmh3-5.3.0-cp314-cp314t-macosx_10_15_x86_64.whl | CPython 3.14 | CPython 3.14 free-threading | macOS 10.15+ x86-64 | Details |
| mmh3-5.3.0-cp314-cp314t-macosx_10_15_universal2.whl | CPython 3.14 | CPython 3.14 free-threading | macOS 10.15+ universal2 (ARM64, x86-64) | Details |
| mmh3-5.3.0-cp314-cp314-win_arm64.whl | CPython 3.14 | CPython 3.14 | Windows ARM64 | Details |
| mmh3-5.3.0-cp314-cp314-win_amd64.whl | CPython 3.14 | CPython 3.14 | Windows x86-64 | Details |
| mmh3-5.3.0-cp314-cp314-win32.whl | CPython 3.14 | CPython 3.14 | Windows x86-32 | Details |
| mmh3-5.3.0-cp314-cp314-musllinux_1_2_x86_64.whl | CPython 3.14 | CPython 3.14 | Linux musl 1.2+ x86-64 | Details |
| mmh3-5.3.0-cp314-cp314-musllinux_1_2_s390x.whl | CPython 3.14 | CPython 3.14 | Linux musl 1.2+ IBM System/390x | Details |
| mmh3-5.3.0-cp314-cp314-musllinux_1_2_ppc64le.whl | CPython 3.14 | CPython 3.14 | Linux musl 1.2+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp314-cp314-musllinux_1_2_i686.whl | CPython 3.14 | CPython 3.14 | Linux musl 1.2+ x86-32 | Details |
| mmh3-5.3.0-cp314-cp314-musllinux_1_2_aarch64.whl | CPython 3.14 | CPython 3.14 | Linux musl 1.2+ ARM64 | Details |
| mmh3-5.3.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl | CPython 3.14 | CPython 3.14 | Linux glibc 2.17+ IBM System/390x, Linux glibc 2.28+ IBM System/390x | Details |
| mmh3-5.3.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl | CPython 3.14 | CPython 3.14 | Linux glibc 2.17+ PowerPC 64-le, Linux glibc 2.28+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl | CPython 3.14 | CPython 3.14 | Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 | Details |
| mmh3-5.3.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl | CPython 3.14 | CPython 3.14 | Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| mmh3-5.3.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl | CPython 3.14 | CPython 3.14 | Linux glibc 2.5+ x86-32, Linux glibc 2.28+ x86-32 | Details |
| mmh3-5.3.0-cp314-cp314-macosx_11_0_arm64.whl | CPython 3.14 | CPython 3.14 | macOS 11.0+ ARM64 | Details |
| mmh3-5.3.0-cp314-cp314-macosx_10_15_x86_64.whl | CPython 3.14 | CPython 3.14 | macOS 10.15+ x86-64 | Details |
| mmh3-5.3.0-cp314-cp314-macosx_10_15_universal2.whl | CPython 3.14 | CPython 3.14 | macOS 10.15+ universal2 (ARM64, x86-64) | Details |
| mmh3-5.3.0-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl | CPython 3.14 | CPython 3.14 | iOS 13.0+ x86-64 Simulator | Details |
| mmh3-5.3.0-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl | CPython 3.14 | CPython 3.14 | iOS 13.0+ ARM64 Simulator | Details |
| mmh3-5.3.0-cp314-cp314-ios_13_0_arm64_iphoneos.whl | CPython 3.14 | CPython 3.14 | iOS 13.0+ ARM64 Device | Details |
| mmh3-5.3.0-cp314-cp314-android_24_x86_64.whl | CPython 3.14 | CPython 3.14 | Android API level 24+ x86-64 | Details |
| mmh3-5.3.0-cp314-cp314-android_24_arm64_v8a.whl | CPython 3.14 | CPython 3.14 | Android API level 24+ ARM64 v8a | Details |
| mmh3-5.3.0-cp313-cp313-win_arm64.whl | CPython 3.13 | CPython 3.13 | Windows ARM64 | Details |
| mmh3-5.3.0-cp313-cp313-win_amd64.whl | CPython 3.13 | CPython 3.13 | Windows x86-64 | Details |
| mmh3-5.3.0-cp313-cp313-win32.whl | CPython 3.13 | CPython 3.13 | Windows x86-32 | Details |
| mmh3-5.3.0-cp313-cp313-musllinux_1_2_x86_64.whl | CPython 3.13 | CPython 3.13 | Linux musl 1.2+ x86-64 | Details |
| mmh3-5.3.0-cp313-cp313-musllinux_1_2_s390x.whl | CPython 3.13 | CPython 3.13 | Linux musl 1.2+ IBM System/390x | Details |
| mmh3-5.3.0-cp313-cp313-musllinux_1_2_ppc64le.whl | CPython 3.13 | CPython 3.13 | Linux musl 1.2+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp313-cp313-musllinux_1_2_i686.whl | CPython 3.13 | CPython 3.13 | Linux musl 1.2+ x86-32 | Details |
| mmh3-5.3.0-cp313-cp313-musllinux_1_2_aarch64.whl | CPython 3.13 | CPython 3.13 | Linux musl 1.2+ ARM64 | Details |
| mmh3-5.3.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl | CPython 3.13 | CPython 3.13 | Linux glibc 2.17+ IBM System/390x, Linux glibc 2.28+ IBM System/390x | Details |
| mmh3-5.3.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl | CPython 3.13 | CPython 3.13 | Linux glibc 2.17+ PowerPC 64-le, Linux glibc 2.28+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl | CPython 3.13 | CPython 3.13 | Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 | Details |
| mmh3-5.3.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl | CPython 3.13 | CPython 3.13 | Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| mmh3-5.3.0-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl | CPython 3.13 | CPython 3.13 | Linux glibc 2.5+ x86-32, Linux glibc 2.28+ x86-32 | Details |
| mmh3-5.3.0-cp313-cp313-macosx_11_0_arm64.whl | CPython 3.13 | CPython 3.13 | macOS 11.0+ ARM64 | Details |
| mmh3-5.3.0-cp313-cp313-macosx_10_13_x86_64.whl | CPython 3.13 | CPython 3.13 | macOS 10.13+ x86-64 | Details |
| mmh3-5.3.0-cp313-cp313-macosx_10_13_universal2.whl | CPython 3.13 | CPython 3.13 | macOS 10.13+ universal2 (ARM64, x86-64) | Details |
| mmh3-5.3.0-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl | CPython 3.13 | CPython 3.13 | iOS 13.0+ x86-64 Simulator | Details |
| mmh3-5.3.0-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl | CPython 3.13 | CPython 3.13 | iOS 13.0+ ARM64 Simulator | Details |
| mmh3-5.3.0-cp313-cp313-ios_13_0_arm64_iphoneos.whl | CPython 3.13 | CPython 3.13 | iOS 13.0+ ARM64 Device | Details |
| mmh3-5.3.0-cp313-cp313-android_24_x86_64.whl | CPython 3.13 | CPython 3.13 | Android API level 24+ x86-64 | Details |
| mmh3-5.3.0-cp313-cp313-android_24_arm64_v8a.whl | CPython 3.13 | CPython 3.13 | Android API level 24+ ARM64 v8a | Details |
| mmh3-5.3.0-cp312-cp312-win_arm64.whl | CPython 3.12 | CPython 3.12 | Windows ARM64 | Details |
| mmh3-5.3.0-cp312-cp312-win_amd64.whl | CPython 3.12 | CPython 3.12 | Windows x86-64 | Details |
| mmh3-5.3.0-cp312-cp312-win32.whl | CPython 3.12 | CPython 3.12 | Windows x86-32 | Details |
| mmh3-5.3.0-cp312-cp312-musllinux_1_2_x86_64.whl | CPython 3.12 | CPython 3.12 | Linux musl 1.2+ x86-64 | Details |
| mmh3-5.3.0-cp312-cp312-musllinux_1_2_s390x.whl | CPython 3.12 | CPython 3.12 | Linux musl 1.2+ IBM System/390x | Details |
| mmh3-5.3.0-cp312-cp312-musllinux_1_2_ppc64le.whl | CPython 3.12 | CPython 3.12 | Linux musl 1.2+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp312-cp312-musllinux_1_2_i686.whl | CPython 3.12 | CPython 3.12 | Linux musl 1.2+ x86-32 | Details |
| mmh3-5.3.0-cp312-cp312-musllinux_1_2_aarch64.whl | CPython 3.12 | CPython 3.12 | Linux musl 1.2+ ARM64 | Details |
| mmh3-5.3.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl | CPython 3.12 | CPython 3.12 | Linux glibc 2.17+ IBM System/390x, Linux glibc 2.28+ IBM System/390x | Details |
| mmh3-5.3.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl | CPython 3.12 | CPython 3.12 | Linux glibc 2.17+ PowerPC 64-le, Linux glibc 2.28+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl | CPython 3.12 | CPython 3.12 | Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 | Details |
| mmh3-5.3.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl | CPython 3.12 | CPython 3.12 | Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| mmh3-5.3.0-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl | CPython 3.12 | CPython 3.12 | Linux glibc 2.5+ x86-32, Linux glibc 2.28+ x86-32 | Details |
| mmh3-5.3.0-cp312-cp312-macosx_11_0_arm64.whl | CPython 3.12 | CPython 3.12 | macOS 11.0+ ARM64 | Details |
| mmh3-5.3.0-cp312-cp312-macosx_10_13_x86_64.whl | CPython 3.12 | CPython 3.12 | macOS 10.13+ x86-64 | Details |
| mmh3-5.3.0-cp312-cp312-macosx_10_13_universal2.whl | CPython 3.12 | CPython 3.12 | macOS 10.13+ universal2 (ARM64, x86-64) | Details |
| mmh3-5.3.0-cp311-cp311-win_arm64.whl | CPython 3.11 | CPython 3.11 | Windows ARM64 | Details |
| mmh3-5.3.0-cp311-cp311-win_amd64.whl | CPython 3.11 | CPython 3.11 | Windows x86-64 | Details |
| mmh3-5.3.0-cp311-cp311-win32.whl | CPython 3.11 | CPython 3.11 | Windows x86-32 | Details |
| mmh3-5.3.0-cp311-cp311-musllinux_1_2_x86_64.whl | CPython 3.11 | CPython 3.11 | Linux musl 1.2+ x86-64 | Details |
| mmh3-5.3.0-cp311-cp311-musllinux_1_2_s390x.whl | CPython 3.11 | CPython 3.11 | Linux musl 1.2+ IBM System/390x | Details |
| mmh3-5.3.0-cp311-cp311-musllinux_1_2_ppc64le.whl | CPython 3.11 | CPython 3.11 | Linux musl 1.2+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp311-cp311-musllinux_1_2_i686.whl | CPython 3.11 | CPython 3.11 | Linux musl 1.2+ x86-32 | Details |
| mmh3-5.3.0-cp311-cp311-musllinux_1_2_aarch64.whl | CPython 3.11 | CPython 3.11 | Linux musl 1.2+ ARM64 | Details |
| mmh3-5.3.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl | CPython 3.11 | CPython 3.11 | Linux glibc 2.17+ IBM System/390x, Linux glibc 2.28+ IBM System/390x | Details |
| mmh3-5.3.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl | CPython 3.11 | CPython 3.11 | Linux glibc 2.17+ PowerPC 64-le, Linux glibc 2.28+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl | CPython 3.11 | CPython 3.11 | Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 | Details |
| mmh3-5.3.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl | CPython 3.11 | CPython 3.11 | Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| mmh3-5.3.0-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl | CPython 3.11 | CPython 3.11 | Linux glibc 2.5+ x86-32, Linux glibc 2.28+ x86-32 | Details |
| mmh3-5.3.0-cp311-cp311-macosx_11_0_arm64.whl | CPython 3.11 | CPython 3.11 | macOS 11.0+ ARM64 | Details |
| mmh3-5.3.0-cp311-cp311-macosx_10_9_x86_64.whl | CPython 3.11 | CPython 3.11 | macOS 10.9+ x86-64 | Details |
| mmh3-5.3.0-cp311-cp311-macosx_10_9_universal2.whl | CPython 3.11 | CPython 3.11 | macOS 10.9+ universal2 (ARM64, x86-64) | Details |
| mmh3-5.3.0-cp310-cp310-win_arm64.whl | CPython 3.10 | CPython 3.10 | Windows ARM64 | Details |
| mmh3-5.3.0-cp310-cp310-win_amd64.whl | CPython 3.10 | CPython 3.10 | Windows x86-64 | Details |
| mmh3-5.3.0-cp310-cp310-win32.whl | CPython 3.10 | CPython 3.10 | Windows x86-32 | Details |
| mmh3-5.3.0-cp310-cp310-musllinux_1_2_x86_64.whl | CPython 3.10 | CPython 3.10 | Linux musl 1.2+ x86-64 | Details |
| mmh3-5.3.0-cp310-cp310-musllinux_1_2_s390x.whl | CPython 3.10 | CPython 3.10 | Linux musl 1.2+ IBM System/390x | Details |
| mmh3-5.3.0-cp310-cp310-musllinux_1_2_ppc64le.whl | CPython 3.10 | CPython 3.10 | Linux musl 1.2+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp310-cp310-musllinux_1_2_i686.whl | CPython 3.10 | CPython 3.10 | Linux musl 1.2+ x86-32 | Details |
| mmh3-5.3.0-cp310-cp310-musllinux_1_2_aarch64.whl | CPython 3.10 | CPython 3.10 | Linux musl 1.2+ ARM64 | Details |
| mmh3-5.3.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl | CPython 3.10 | CPython 3.10 | Linux glibc 2.17+ IBM System/390x, Linux glibc 2.28+ IBM System/390x | Details |
| mmh3-5.3.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl | CPython 3.10 | CPython 3.10 | Linux glibc 2.17+ PowerPC 64-le, Linux glibc 2.28+ PowerPC 64-le | Details |
| mmh3-5.3.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl | CPython 3.10 | CPython 3.10 | Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 | Details |
| mmh3-5.3.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl | CPython 3.10 | CPython 3.10 | Linux glibc 2.28+ x86-64, Linux glibc 2.5+ x86-64 | Details |
| mmh3-5.3.0-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl | CPython 3.10 | CPython 3.10 | Linux glibc 2.28+ x86-32, Linux glibc 2.5+ x86-32 | Details |
| mmh3-5.3.0-cp310-cp310-macosx_11_0_arm64.whl | CPython 3.10 | CPython 3.10 | macOS 11.0+ ARM64 | Details |
| mmh3-5.3.0-cp310-cp310-macosx_10_9_x86_64.whl | CPython 3.10 | CPython 3.10 | macOS 10.9+ x86-64 | Details |
| mmh3-5.3.0-cp310-cp310-macosx_10_9_universal2.whl | CPython 3.10 | CPython 3.10 | macOS 10.9+ universal2 (ARM64, x86-64) | Details |
Total release size: 11.4 MB
Release files / mmh3-5.3.0.tar.gz
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|---|---|
| Size | 33.6 kB |
| Tags | Source |
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| Size | 41.7 kB |
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