editdistance

Fast implementation of the edit distance (Levenshtein distance).

This library simply implements Levenshtein distance with C++ and Cython.

The algorithm used in this library is proposed by Heikki Hyyrö, "Explaining and extending the bit-parallel approximate string matching algorithm of Myers", (2001)

Binary wheels

Thanks to pypa/cibuildwheel There are binary wheels on Linux, Mac OS, and Windows.

Install

You can install via pip:

pip install editdistance

Usage

It's quite simple:

import editdistance
editdistance.eval('banana', 'bahama')
# 2L

Simple Benchmark

With IPython, I tried several libraries:

On Python 2.7.5:

a = 'fsffvfdsbbdfvvdavavavavavava'
b = 'fvdaabavvvvvadvdvavavadfsfsdafvvav'
import pylev
timeit pylev.levenshtein(a, b)
# 100 loops, best of 3: 7.48 ms per loop

from pyxdameraulevenshtein import damerau_levenshtein_distance
timeit damerau_levenshtein_distance(a, b)
# 100000 loops, best of 3: 11.4 µs per loop

timeit editdistance.eval(a, b)  # my library
# 100000 loops, best of 3: 3.5 µs per loop

import Levenshtein

timeit Levenshtein.distance(a, b)
# 100000 loops, best of 3: 3.21 µs per loop

Distance with Any Object

Above libraries only support strings. But Sometimes other type of objects such as list of strings(words). I support any iterable, only requires hashable object of it:

Levenshtein.distance(['spam', 'egg'], ['spam', 'ham'])
# ---------------------------------------------------------------------------
# TypeError                                 Traceback (most recent call last)
# <ipython-input-22-3e0b30d145ac> in <module>()
# ----> 1 Levenshtein.distance(['spam', 'egg'], ['spam', 'ham'])
#
# TypeError: distance expected two Strings or two Unicodes

editdistance.eval(['spam', 'egg'], ['spam', 'ham'])
# 1L

So if object's hash is same, it's same. You can provide __hash__ method to your object instances.

Enjoy!

License

It is released under the MIT license.

Copyright (c) 2013 Hiroyuki Tanaka

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Project links

Key dates

PyPI data
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  • Released:
Latest release

1 maintainer

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

Credits

Author: Hiroyuki Tanaka

License

MIT

Requires

Python >=3.8

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Release files for editdistance 0.8.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for editdistance 0.8.1
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editdistance-0.8.1.tar.gz 50.0 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for editdistance 0.8.1
File
editdistance-0.8.1-pp310-pypy310_pp73-win_amd64.whl 77.4 kB PyPy 3.10 PyPy 3.10 7.3 Windows x86-64 Details
editdistance-0.8.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 84.1 kB PyPy 3.10 PyPy 3.10 7.3 Linux glibc 2.17+ ARM64 Details
editdistance-0.8.1-pp310-pypy310_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl 84.6 kB PyPy 3.10 PyPy 3.10 7.3 Linux glibc 2.17+ x86-64, Linux glibc 2.5+ x86-64 Details
editdistance-0.8.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 89.1 kB PyPy 3.10 PyPy 3.10 7.3 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details
editdistance-0.8.1-pp310-pypy310_pp73-macosx_10_9_x86_64.whl 76.5 kB PyPy 3.10 PyPy 3.10 7.3 macOS 10.9+ x86-64 Details
editdistance-0.8.1-pp39-pypy39_pp73-win_amd64.whl 77.4 kB PyPy 3.9 PyPy 3.9 7.3 Windows x86-64 Details
editdistance-0.8.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 84.1 kB PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.17+ ARM64 Details
editdistance-0.8.1-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl 84.6 kB PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.17+ x86-64, Linux glibc 2.5+ x86-64 Details
editdistance-0.8.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 89.1 kB PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details
editdistance-0.8.1-pp39-pypy39_pp73-macosx_10_9_x86_64.whl 76.5 kB PyPy 3.9 PyPy 3.9 7.3 macOS 10.9+ x86-64 Details
editdistance-0.8.1-pp38-pypy38_pp73-win_amd64.whl 76.9 kB PyPy 3.8 PyPy 3.8 7.3 Windows x86-64 Details
editdistance-0.8.1-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 83.3 kB PyPy 3.8 PyPy 3.8 7.3 Linux glibc 2.17+ ARM64 Details
editdistance-0.8.1-pp38-pypy38_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl 83.8 kB PyPy 3.8 PyPy 3.8 7.3 Linux glibc 2.17+ x86-64, Linux glibc 2.5+ x86-64 Details
editdistance-0.8.1-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 88.0 kB PyPy 3.8 PyPy 3.8 7.3 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details
editdistance-0.8.1-pp38-pypy38_pp73-macosx_10_9_x86_64.whl 75.8 kB PyPy 3.8 PyPy 3.8 7.3 macOS 10.9+ x86-64 Details
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editdistance-0.8.1-cp312-cp312-win32.whl 81.0 kB CPython 3.12 CPython 3.12 Windows x86-32 Details
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editdistance-0.8.1-cp312-cp312-musllinux_1_1_i686.whl 975.6 kB CPython 3.12 CPython 3.12 Linux musl 1.1+ x86-32 Details
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editdistance-0.8.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 418.9 kB CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
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editdistance-0.8.1-cp312-cp312-macosx_11_0_arm64.whl 79.2 kB CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
editdistance-0.8.1-cp312-cp312-macosx_10_9_x86_64.whl 81.0 kB CPython 3.12 CPython 3.12 macOS 10.9+ x86-64 Details
editdistance-0.8.1-cp312-cp312-macosx_10_9_universal2.whl 106.7 kB CPython 3.12 CPython 3.12 macOS 10.9+ universal2 (ARM64, x86-64) Details
editdistance-0.8.1-cp311-cp311-win_amd64.whl 79.7 kB CPython 3.11 CPython 3.11 Windows x86-64 Details
editdistance-0.8.1-cp311-cp311-win32.whl 80.8 kB CPython 3.11 CPython 3.11 Windows x86-32 Details
editdistance-0.8.1-cp311-cp311-musllinux_1_1_x86_64.whl 922.1 kB CPython 3.11 CPython 3.11 Linux musl 1.1+ x86-64 Details
editdistance-0.8.1-cp311-cp311-musllinux_1_1_i686.whl 969.4 kB CPython 3.11 CPython 3.11 Linux musl 1.1+ x86-32 Details
editdistance-0.8.1-cp311-cp311-musllinux_1_1_aarch64.whl 909.2 kB CPython 3.11 CPython 3.11 Linux musl 1.1+ ARM64 Details
editdistance-0.8.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 412.9 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
editdistance-0.8.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 409.3 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details
editdistance-0.8.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 407.4 kB CPython 3.11 CPython 3.11 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
editdistance-0.8.1-cp311-cp311-macosx_11_0_arm64.whl 79.1 kB CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
editdistance-0.8.1-cp311-cp311-macosx_10_9_x86_64.whl 80.6 kB CPython 3.11 CPython 3.11 macOS 10.9+ x86-64 Details
editdistance-0.8.1-cp311-cp311-macosx_10_9_universal2.whl 106.1 kB CPython 3.11 CPython 3.11 macOS 10.9+ universal2 (ARM64, x86-64) Details
editdistance-0.8.1-cp310-cp310-win_amd64.whl 79.6 kB CPython 3.10 CPython 3.10 Windows x86-64 Details
editdistance-0.8.1-cp310-cp310-win32.whl 80.8 kB CPython 3.10 CPython 3.10 Windows x86-32 Details
editdistance-0.8.1-cp310-cp310-musllinux_1_1_x86_64.whl 911.0 kB CPython 3.10 CPython 3.10 Linux musl 1.1+ x86-64 Details
editdistance-0.8.1-cp310-cp310-musllinux_1_1_i686.whl 959.6 kB CPython 3.10 CPython 3.10 Linux musl 1.1+ x86-32 Details
editdistance-0.8.1-cp310-cp310-musllinux_1_1_aarch64.whl 898.9 kB CPython 3.10 CPython 3.10 Linux musl 1.1+ ARM64 Details
editdistance-0.8.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 401.8 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
editdistance-0.8.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 396.8 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details
editdistance-0.8.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 397.5 kB CPython 3.10 CPython 3.10 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
editdistance-0.8.1-cp310-cp310-macosx_11_0_arm64.whl 79.1 kB CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
editdistance-0.8.1-cp310-cp310-macosx_10_9_x86_64.whl 80.6 kB CPython 3.10 CPython 3.10 macOS 10.9+ x86-64 Details
editdistance-0.8.1-cp310-cp310-macosx_10_9_universal2.whl 106.2 kB CPython 3.10 CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64) Details
editdistance-0.8.1-cp39-cp39-win_amd64.whl 79.6 kB CPython 3.9 CPython 3.9 Windows x86-64 Details
editdistance-0.8.1-cp39-cp39-win32.whl 80.8 kB CPython 3.9 CPython 3.9 Windows x86-32 Details
editdistance-0.8.1-cp39-cp39-musllinux_1_1_x86_64.whl 910.8 kB CPython 3.9 CPython 3.9 Linux musl 1.1+ x86-64 Details
editdistance-0.8.1-cp39-cp39-musllinux_1_1_i686.whl 959.4 kB CPython 3.9 CPython 3.9 Linux musl 1.1+ x86-32 Details
editdistance-0.8.1-cp39-cp39-musllinux_1_1_aarch64.whl 898.6 kB CPython 3.9 CPython 3.9 Linux musl 1.1+ ARM64 Details
editdistance-0.8.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 401.6 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
editdistance-0.8.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 396.6 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARM64 Details
editdistance-0.8.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 397.3 kB CPython 3.9 CPython 3.9 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
editdistance-0.8.1-cp39-cp39-macosx_11_0_arm64.whl 79.1 kB CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
editdistance-0.8.1-cp39-cp39-macosx_10_9_x86_64.whl 80.5 kB CPython 3.9 CPython 3.9 macOS 10.9+ x86-64 Details
editdistance-0.8.1-cp39-cp39-macosx_10_9_universal2.whl 106.1 kB CPython 3.9 CPython 3.9 macOS 10.9+ universal2 (ARM64, x86-64) Details
editdistance-0.8.1-cp38-cp38-win_amd64.whl 79.6 kB CPython 3.8 CPython 3.8 Windows x86-64 Details
editdistance-0.8.1-cp38-cp38-win32.whl 80.8 kB CPython 3.8 CPython 3.8 Windows x86-32 Details
editdistance-0.8.1-cp38-cp38-musllinux_1_1_x86_64.whl 911.5 kB CPython 3.8 CPython 3.8 Linux musl 1.1+ x86-64 Details
editdistance-0.8.1-cp38-cp38-musllinux_1_1_i686.whl 960.4 kB CPython 3.8 CPython 3.8 Linux musl 1.1+ x86-32 Details
editdistance-0.8.1-cp38-cp38-musllinux_1_1_aarch64.whl 899.4 kB CPython 3.8 CPython 3.8 Linux musl 1.1+ ARM64 Details
editdistance-0.8.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 402.2 kB CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details
editdistance-0.8.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 397.1 kB CPython 3.8 CPython 3.8 Linux glibc 2.17+ ARM64 Details
editdistance-0.8.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 397.9 kB CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details
editdistance-0.8.1-cp38-cp38-macosx_11_0_arm64.whl 79.1 kB CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details
editdistance-0.8.1-cp38-cp38-macosx_10_9_x86_64.whl 80.5 kB CPython 3.8 CPython 3.8 macOS 10.9+ x86-64 Details
editdistance-0.8.1-cp38-cp38-macosx_10_9_universal2.whl 106.1 kB CPython 3.8 CPython 3.8 macOS 10.9+ universal2 (ARM64, x86-64) Details

Total release size: 23.4 MB

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Release files / editdistance-0.8.1-cp38-cp38-macosx_10_9_universal2.whl

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This release

0.8.1 This release

71 release files

0.8.0

71 release files

0.6.2

78 release files

0.6.1

67 release files

0.6.0

51 release files

0.5.3

30 release files

0.5.2

30 release files

0.5

17 release files

0.4

27 release files

0.3.1

1 release file

0.3

1 release file

0.2

1 release file

0.1

1 release file

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